From d43d44d10329b13a8b32c9c320d73a620a757aca Mon Sep 17 00:00:00 2001 From: Felix Mucha <3016498@stud.hs-mannheim.de> Date: Thu, 23 Jan 2025 21:28:45 +0100 Subject: [PATCH] init structure, added data exploration hack, added init transformer --- .gitignore | 20 + README.md | 22 +- data_explore_hack.ipynb | 749 +- data_explore_pun.ipynb | 93 - gpu_check.py | 16 + puns/data_explore_pun.ipynb | 93 + puns/data_explore_pun_new.ipynb | 921 + puns/data_matching.ipynb | 187 + {data => puns}/pun_anno/pun_het.json | 0 {data => puns}/pun_anno/pun_hom.json | 0 puns/pun_annotated.json | 128031 ++++++++++++++++++++++++ transformer.py | 233 + 12 files changed, 129996 insertions(+), 369 deletions(-) create mode 100644 .gitignore delete mode 100644 data_explore_pun.ipynb create mode 100644 gpu_check.py create mode 100644 puns/data_explore_pun.ipynb create mode 100644 puns/data_explore_pun_new.ipynb create mode 100644 puns/data_matching.ipynb rename {data => puns}/pun_anno/pun_het.json (100%) rename {data => puns}/pun_anno/pun_hom.json (100%) create mode 100644 puns/pun_annotated.json create mode 100644 transformer.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..b81c6af --- /dev/null +++ b/.gitignore @@ -0,0 +1,20 @@ +# Ignore virtual environment directory +.venv/ + +# Ignore requirements file +reqs_venv.txt + +# Ignore models directory +models/ + +# Ignore model file +*.h5 +*.keras +*.pth + +# Ignore plots directory +plots/ + +# Ignore plot file +*.png +*.jpg \ No newline at end of file diff --git a/README.md b/README.md index b97de81..c589019 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,23 @@ # ANLP_WS24_CA2 -# Master MDS Use NLP techniques to analyse texts or to build an application. Document your approach. \ No newline at end of file +# Master MDS Use NLP techniques to analyse texts or to build an application. Document your approach. + + + +## Data + + + + +- Hackathon: https://homepages.inf.ed.ac.uk/s1573290/data.html + + + + + + +#### Not Prioritised (Pun data) +- Challenge https://alt.qcri.org/semeval2017/task7/ +- Pun Annotated Amazon (joke not included ...): https://github.com/amazon-science/expunations/tree/main/data + + diff --git a/data_explore_hack.ipynb b/data_explore_hack.ipynb index e9f95b8..0b6ca5f 100644 --- a/data_explore_hack.ipynb +++ b/data_explore_hack.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 67, + "execution_count": 183, "metadata": {}, "outputs": [], "source": [ @@ -11,22 +11,31 @@ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", - "from readability import Readability\n", - "import nltk\n" + "import textstat\n", + "import nltk\n", + "from nltk.corpus import stopwords\n", + "from nltk.tokenize import word_tokenize\n", + "from nltk.stem import WordNetLemmatizer\n" ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 184, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "[nltk_data] Downloading package punkt to C:\\Users\\Felix\n", - "[nltk_data] Laptop\\AppData\\Roaming\\nltk_data...\n", - "[nltk_data] Package punkt is already up-to-date!\n" + "[nltk_data] Downloading package punkt to\n", + "[nltk_data] C:\\Users\\felix\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package punkt is already up-to-date!\n", + "[nltk_data] Downloading package stopwords to\n", + "[nltk_data] C:\\Users\\felix\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package stopwords is already up-to-date!\n", + "[nltk_data] Downloading package wordnet to\n", + "[nltk_data] C:\\Users\\felix\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package wordnet is already up-to-date!\n" ] }, { @@ -35,29 +44,41 @@ "True" ] }, - "execution_count": 47, + "execution_count": 184, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Download the punkt tokenizer models\n", - "nltk.download('punkt')" + "nltk.download('punkt')\n", + "nltk.download('stopwords')\n", + "nltk.download('wordnet')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 185, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "'\\nPossible TODO:\\n- sentiment\\n- Part of Speech: nouns, verbs, adjectives\\n- Named entities\\n- lexical desnity: ratio of content word (nouns, adjectives, adverbs)\\n'" + ] + }, + "execution_count": 185, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "\"\"\"\n", "Possible TODO:\n", "- sentiment\n", - "- readabilty Flesch-Kincaid score\n", "- Part of Speech: nouns, verbs, adjectives\n", "- Named entities\n", - "- lexical desnity: ratio of content word (nouns, adjectives, adverbs) or of stop words vs not stop words\n", + "- lexical desnity: ratio of content word (nouns, adjectives, adverbs)\n", "\"\"\"" ] }, @@ -70,7 +91,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 186, "metadata": {}, "outputs": [ { @@ -90,17 +111,16 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 187, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "is_humor\n", "1 4932\n", "0 3068\n", - "Name: count, dtype: int64\n" + "Name: is_humor, dtype: int64\n" ] } ], @@ -112,7 +132,32 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 188, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# hist humor_rating\n", + "df['humor_rating'].hist()\n", + "plt.title('Humor Rating')\n", + "plt.xlabel('Rating')\n", + "plt.ylabel('Frequency')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 189, "metadata": {}, "outputs": [ { @@ -141,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 190, "metadata": {}, "outputs": [ { @@ -177,113 +222,46 @@ }, { "cell_type": "code", - "execution_count": 68, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\readability\\text\\analyzer.py:132: SyntaxWarning: invalid escape sequence '\\/'\n", - " match = re.match('^[.,\\/#!$%\\'\\^&\\*;:{}=\\-_`~()]$', token)\n" - ] - }, - { - "ename": "LookupError", - "evalue": "\n**********************************************************************\n Resource \u001b[93mpunkt_tab\u001b[0m not found.\n Please use the NLTK Downloader to obtain the resource:\n\n \u001b[31m>>> import nltk\n >>> nltk.download('punkt_tab')\n \u001b[0m\n For more information see: https://www.nltk.org/data.html\n\n Attempted to load \u001b[93mtokenizers/punkt_tab/english/\u001b[0m\n\n Searched in:\n - 'C:\\\\Users\\\\Felix Laptop/nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\share\\\\nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\lib\\\\nltk_data'\n - 'C:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\nltk_data'\n - 'D:\\\\nltk_data'\n - 'E:\\\\nltk_data'\n - 'Laptop/AppData/Roaming/nltk_data'\n - 'Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:/Users/Felix Laptop/AppData/Roaming/nltk_data'\n - 'C:/nltk_data'\n - 'C:/nltk_data'\n**********************************************************************\n", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mLookupError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[68], line 17\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m r\u001b[38;5;241m.\u001b[39mflesch_kincaid()\u001b[38;5;241m.\u001b[39mscore\n\u001b[0;32m 4\u001b[0m \u001b[38;5;66;03m# r = Readability(text)\u001b[39;00m\n\u001b[0;32m 5\u001b[0m \n\u001b[0;32m 6\u001b[0m \u001b[38;5;66;03m# r.flesch_kincaid()\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 13\u001b[0m \u001b[38;5;66;03m# r.smog()\u001b[39;00m\n\u001b[0;32m 14\u001b[0m \u001b[38;5;66;03m# r.spache()\u001b[39;00m\n\u001b[1;32m---> 17\u001b[0m df[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreadability\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[43mdf\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mtext\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43mget_readability\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\series.py:4924\u001b[0m, in \u001b[0;36mSeries.apply\u001b[1;34m(self, func, convert_dtype, args, by_row, **kwargs)\u001b[0m\n\u001b[0;32m 4789\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mapply\u001b[39m(\n\u001b[0;32m 4790\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[0;32m 4791\u001b[0m func: AggFuncType,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 4796\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[0;32m 4797\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m DataFrame \u001b[38;5;241m|\u001b[39m Series:\n\u001b[0;32m 4798\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4799\u001b[0m \u001b[38;5;124;03m Invoke function on values of Series.\u001b[39;00m\n\u001b[0;32m 4800\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 4915\u001b[0m \u001b[38;5;124;03m dtype: float64\u001b[39;00m\n\u001b[0;32m 4916\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m 4917\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mSeriesApply\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 4918\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4919\u001b[0m \u001b[43m \u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4920\u001b[0m \u001b[43m \u001b[49m\u001b[43mconvert_dtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconvert_dtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4921\u001b[0m \u001b[43m \u001b[49m\u001b[43mby_row\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mby_row\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4922\u001b[0m \u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4923\u001b[0m \u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m-> 4924\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\apply.py:1427\u001b[0m, in \u001b[0;36mSeriesApply.apply\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1424\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mapply_compat()\n\u001b[0;32m 1426\u001b[0m \u001b[38;5;66;03m# self.func is Callable\u001b[39;00m\n\u001b[1;32m-> 1427\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply_standard\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\apply.py:1507\u001b[0m, in \u001b[0;36mSeriesApply.apply_standard\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1501\u001b[0m \u001b[38;5;66;03m# row-wise access\u001b[39;00m\n\u001b[0;32m 1502\u001b[0m \u001b[38;5;66;03m# apply doesn't have a `na_action` keyword and for backward compat reasons\u001b[39;00m\n\u001b[0;32m 1503\u001b[0m \u001b[38;5;66;03m# we need to give `na_action=\"ignore\"` for categorical data.\u001b[39;00m\n\u001b[0;32m 1504\u001b[0m \u001b[38;5;66;03m# TODO: remove the `na_action=\"ignore\"` when that default has been changed in\u001b[39;00m\n\u001b[0;32m 1505\u001b[0m \u001b[38;5;66;03m# Categorical (GH51645).\u001b[39;00m\n\u001b[0;32m 1506\u001b[0m action \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(obj\u001b[38;5;241m.\u001b[39mdtype, CategoricalDtype) \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m-> 1507\u001b[0m mapped \u001b[38;5;241m=\u001b[39m \u001b[43mobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_map_values\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 1508\u001b[0m \u001b[43m \u001b[49m\u001b[43mmapper\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcurried\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mna_action\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maction\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconvert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconvert_dtype\u001b[49m\n\u001b[0;32m 1509\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1511\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(mapped) \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(mapped[\u001b[38;5;241m0\u001b[39m], ABCSeries):\n\u001b[0;32m 1512\u001b[0m \u001b[38;5;66;03m# GH#43986 Need to do list(mapped) in order to get treated as nested\u001b[39;00m\n\u001b[0;32m 1513\u001b[0m \u001b[38;5;66;03m# See also GH#25959 regarding EA support\u001b[39;00m\n\u001b[0;32m 1514\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m obj\u001b[38;5;241m.\u001b[39m_constructor_expanddim(\u001b[38;5;28mlist\u001b[39m(mapped), index\u001b[38;5;241m=\u001b[39mobj\u001b[38;5;241m.\u001b[39mindex)\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\base.py:921\u001b[0m, in \u001b[0;36mIndexOpsMixin._map_values\u001b[1;34m(self, mapper, na_action, convert)\u001b[0m\n\u001b[0;32m 918\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(arr, ExtensionArray):\n\u001b[0;32m 919\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mmap(mapper, na_action\u001b[38;5;241m=\u001b[39mna_action)\n\u001b[1;32m--> 921\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43malgorithms\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_array\u001b[49m\u001b[43m(\u001b[49m\u001b[43marr\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmapper\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mna_action\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mna_action\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconvert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconvert\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\algorithms.py:1743\u001b[0m, in \u001b[0;36mmap_array\u001b[1;34m(arr, mapper, na_action, convert)\u001b[0m\n\u001b[0;32m 1741\u001b[0m values \u001b[38;5;241m=\u001b[39m arr\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mobject\u001b[39m, copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[0;32m 1742\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m na_action \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m-> 1743\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mlib\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_infer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmapper\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconvert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconvert\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1744\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 1745\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m lib\u001b[38;5;241m.\u001b[39mmap_infer_mask(\n\u001b[0;32m 1746\u001b[0m values, mapper, mask\u001b[38;5;241m=\u001b[39misna(values)\u001b[38;5;241m.\u001b[39mview(np\u001b[38;5;241m.\u001b[39muint8), convert\u001b[38;5;241m=\u001b[39mconvert\n\u001b[0;32m 1747\u001b[0m )\n", - "File \u001b[1;32mlib.pyx:2972\u001b[0m, in \u001b[0;36mpandas._libs.lib.map_infer\u001b[1;34m()\u001b[0m\n", - "Cell \u001b[1;32mIn[68], line 2\u001b[0m, in \u001b[0;36mget_readability\u001b[1;34m(text)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_readability\u001b[39m(text):\n\u001b[1;32m----> 2\u001b[0m r \u001b[38;5;241m=\u001b[39m \u001b[43mReadability\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtext\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 3\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m r\u001b[38;5;241m.\u001b[39mflesch_kincaid()\u001b[38;5;241m.\u001b[39mscore\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\readability\\readability.py:9\u001b[0m, in \u001b[0;36mReadability.__init__\u001b[1;34m(self, text)\u001b[0m\n\u001b[0;32m 7\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, text):\n\u001b[0;32m 8\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_analyzer \u001b[38;5;241m=\u001b[39m Analyzer()\n\u001b[1;32m----> 9\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_statistics \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_analyzer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43manalyze\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtext\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\readability\\text\\analyzer.py:65\u001b[0m, in \u001b[0;36mAnalyzer.analyze\u001b[1;34m(self, text)\u001b[0m\n\u001b[0;32m 63\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_dale_chall_set \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_load_dale_chall()\n\u001b[0;32m 64\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_spache_set \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_load_spache()\n\u001b[1;32m---> 65\u001b[0m stats \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_statistics\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtext\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 66\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msentences \u001b[38;5;241m=\u001b[39m stats[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msentences\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;66;03m# hack for smog\u001b[39;00m\n\u001b[0;32m 67\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m AnalyzerStatistics(stats)\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\readability\\text\\analyzer.py:109\u001b[0m, in \u001b[0;36mAnalyzer._statistics\u001b[1;34m(self, text)\u001b[0m\n\u001b[0;32m 104\u001b[0m dale_chall_complex_count \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \\\n\u001b[0;32m 105\u001b[0m \u001b[38;5;241m1\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m is_dale_chall_complex(t) \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;241m0\u001b[39m\n\u001b[0;32m 106\u001b[0m spache_complex_count \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \\\n\u001b[0;32m 107\u001b[0m \u001b[38;5;241m1\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m is_spache_complex(t) \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;241m0\u001b[39m\n\u001b[1;32m--> 109\u001b[0m sentences \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_tokenize_sentences\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtext\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 110\u001b[0m sentence_count \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(sentences)\n\u001b[0;32m 112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m {\n\u001b[0;32m 113\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_syllables\u001b[39m\u001b[38;5;124m'\u001b[39m: syllable_count,\n\u001b[0;32m 114\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_poly_syllable_words\u001b[39m\u001b[38;5;124m'\u001b[39m: poly_syllable_count,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 121\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msentences\u001b[39m\u001b[38;5;124m'\u001b[39m: sentences,\n\u001b[0;32m 122\u001b[0m }\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\readability\\text\\analyzer.py:125\u001b[0m, in \u001b[0;36mAnalyzer._tokenize_sentences\u001b[1;34m(self, text)\u001b[0m\n\u001b[0;32m 124\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_tokenize_sentences\u001b[39m(\u001b[38;5;28mself\u001b[39m, text):\n\u001b[1;32m--> 125\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43msent_tokenize\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtext\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\__init__.py:119\u001b[0m, in \u001b[0;36msent_tokenize\u001b[1;34m(text, language)\u001b[0m\n\u001b[0;32m 109\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21msent_tokenize\u001b[39m(text, language\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 110\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 111\u001b[0m \u001b[38;5;124;03m Return a sentence-tokenized copy of *text*,\u001b[39;00m\n\u001b[0;32m 112\u001b[0m \u001b[38;5;124;03m using NLTK's recommended sentence tokenizer\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 117\u001b[0m \u001b[38;5;124;03m :param language: the model name in the Punkt corpus\u001b[39;00m\n\u001b[0;32m 118\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 119\u001b[0m tokenizer \u001b[38;5;241m=\u001b[39m \u001b[43m_get_punkt_tokenizer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlanguage\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 120\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m tokenizer\u001b[38;5;241m.\u001b[39mtokenize(text)\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\__init__.py:105\u001b[0m, in \u001b[0;36m_get_punkt_tokenizer\u001b[1;34m(language)\u001b[0m\n\u001b[0;32m 96\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mlru_cache\n\u001b[0;32m 97\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_get_punkt_tokenizer\u001b[39m(language\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 98\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 99\u001b[0m \u001b[38;5;124;03m A constructor for the PunktTokenizer that utilizes\u001b[39;00m\n\u001b[0;32m 100\u001b[0m \u001b[38;5;124;03m a lru cache for performance.\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 103\u001b[0m \u001b[38;5;124;03m :type language: str\u001b[39;00m\n\u001b[0;32m 104\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 105\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mPunktTokenizer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlanguage\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\punkt.py:1744\u001b[0m, in \u001b[0;36mPunktTokenizer.__init__\u001b[1;34m(self, lang)\u001b[0m\n\u001b[0;32m 1742\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, lang\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 1743\u001b[0m PunktSentenceTokenizer\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m)\n\u001b[1;32m-> 1744\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_lang\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlang\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\punkt.py:1749\u001b[0m, in \u001b[0;36mPunktTokenizer.load_lang\u001b[1;34m(self, lang)\u001b[0m\n\u001b[0;32m 1746\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mload_lang\u001b[39m(\u001b[38;5;28mself\u001b[39m, lang\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 1747\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mnltk\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdata\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m find\n\u001b[1;32m-> 1749\u001b[0m lang_dir \u001b[38;5;241m=\u001b[39m \u001b[43mfind\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mtokenizers/punkt_tab/\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mlang\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m/\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1750\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_params \u001b[38;5;241m=\u001b[39m load_punkt_params(lang_dir)\n\u001b[0;32m 1751\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_lang \u001b[38;5;241m=\u001b[39m lang\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\data.py:579\u001b[0m, in \u001b[0;36mfind\u001b[1;34m(resource_name, paths)\u001b[0m\n\u001b[0;32m 577\u001b[0m sep \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m*\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m70\u001b[39m\n\u001b[0;32m 578\u001b[0m resource_not_found \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00msep\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00mmsg\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00msep\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m--> 579\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mLookupError\u001b[39;00m(resource_not_found)\n", - "\u001b[1;31mLookupError\u001b[0m: \n**********************************************************************\n Resource \u001b[93mpunkt_tab\u001b[0m not found.\n Please use the NLTK Downloader to obtain the resource:\n\n \u001b[31m>>> import nltk\n >>> nltk.download('punkt_tab')\n \u001b[0m\n For more information see: https://www.nltk.org/data.html\n\n Attempted to load \u001b[93mtokenizers/punkt_tab/english/\u001b[0m\n\n Searched in:\n - 'C:\\\\Users\\\\Felix Laptop/nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\share\\\\nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\lib\\\\nltk_data'\n - 'C:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\nltk_data'\n - 'D:\\\\nltk_data'\n - 'E:\\\\nltk_data'\n - 'Laptop/AppData/Roaming/nltk_data'\n - 'Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:/Users/Felix Laptop/AppData/Roaming/nltk_data'\n - 'C:/nltk_data'\n - 'C:/nltk_data'\n**********************************************************************\n" - ] - } - ], - "source": [ - "def get_readability(text):\n", - " r = Readability(text)\n", - " return r.flesch_kincaid().score\n", - "# r = Readability(text)\n", - "\n", - "# r.flesch_kincaid()\n", - "# r.flesch()\n", - "# r.gunning_fog()\n", - "# r.coleman_liau()\n", - "# r.dale_chall()\n", - "# r.ari()\n", - "# r.linsear_write()\n", - "# r.smog()\n", - "# r.spache()\n", - "\n", - "# TODO_ do this with tokenization and remove stopwords\n", - "df['readability'] = df['text'].apply(get_readability)" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 191, "metadata": {}, "outputs": [], "source": [ - "# TODO: do this with tokenization and lemmatization not just split\n", - "df['richenss'] = df['text'].apply(lambda x: len(set(x.split())) / len(x.split()))" + "stop_words = set(stopwords.words('english'))\n", + "lemmatizer = WordNetLemmatizer()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 192, "metadata": {}, - "outputs": [ - { - "ename": "LookupError", - "evalue": "\n**********************************************************************\n Resource \u001b[93mpunkt_tab\u001b[0m not found.\n Please use the NLTK Downloader to obtain the resource:\n\n \u001b[31m>>> import nltk\n >>> nltk.download('punkt_tab')\n \u001b[0m\n For more information see: https://www.nltk.org/data.html\n\n Attempted to load \u001b[93mtokenizers/punkt_tab/english/\u001b[0m\n\n Searched in:\n - 'C:\\\\Users\\\\Felix Laptop/nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\share\\\\nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\lib\\\\nltk_data'\n - 'C:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\nltk_data'\n - 'D:\\\\nltk_data'\n - 'E:\\\\nltk_data'\n - 'Laptop/AppData/Roaming/nltk_data'\n - 'Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:/Users/Felix Laptop/AppData/Roaming/nltk_data'\n - 'C:/nltk_data'\n - 'C:/nltk_data'\n**********************************************************************\n", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mLookupError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[64], line 14\u001b[0m\n\u001b[0;32m 10\u001b[0m nltk\u001b[38;5;241m.\u001b[39mdata\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mappend(path)\n\u001b[0;32m 13\u001b[0m \u001b[38;5;66;03m# tokenization\u001b[39;00m\n\u001b[1;32m---> 14\u001b[0m df[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtokenized_text\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[43mdf\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mtext\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnltk\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mword_tokenize\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\series.py:4924\u001b[0m, in \u001b[0;36mSeries.apply\u001b[1;34m(self, func, convert_dtype, args, by_row, **kwargs)\u001b[0m\n\u001b[0;32m 4789\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mapply\u001b[39m(\n\u001b[0;32m 4790\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[0;32m 4791\u001b[0m func: AggFuncType,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 4796\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[0;32m 4797\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m DataFrame \u001b[38;5;241m|\u001b[39m Series:\n\u001b[0;32m 4798\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4799\u001b[0m \u001b[38;5;124;03m Invoke function on values of Series.\u001b[39;00m\n\u001b[0;32m 4800\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 4915\u001b[0m \u001b[38;5;124;03m dtype: float64\u001b[39;00m\n\u001b[0;32m 4916\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m 4917\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mSeriesApply\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 4918\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4919\u001b[0m \u001b[43m \u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4920\u001b[0m \u001b[43m \u001b[49m\u001b[43mconvert_dtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconvert_dtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4921\u001b[0m \u001b[43m \u001b[49m\u001b[43mby_row\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mby_row\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4922\u001b[0m \u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 4923\u001b[0m \u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m-> 4924\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\apply.py:1427\u001b[0m, in \u001b[0;36mSeriesApply.apply\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1424\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mapply_compat()\n\u001b[0;32m 1426\u001b[0m \u001b[38;5;66;03m# self.func is Callable\u001b[39;00m\n\u001b[1;32m-> 1427\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply_standard\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\apply.py:1507\u001b[0m, in \u001b[0;36mSeriesApply.apply_standard\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1501\u001b[0m \u001b[38;5;66;03m# row-wise access\u001b[39;00m\n\u001b[0;32m 1502\u001b[0m \u001b[38;5;66;03m# apply doesn't have a `na_action` keyword and for backward compat reasons\u001b[39;00m\n\u001b[0;32m 1503\u001b[0m \u001b[38;5;66;03m# we need to give `na_action=\"ignore\"` for categorical data.\u001b[39;00m\n\u001b[0;32m 1504\u001b[0m \u001b[38;5;66;03m# TODO: remove the `na_action=\"ignore\"` when that default has been changed in\u001b[39;00m\n\u001b[0;32m 1505\u001b[0m \u001b[38;5;66;03m# Categorical (GH51645).\u001b[39;00m\n\u001b[0;32m 1506\u001b[0m action \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(obj\u001b[38;5;241m.\u001b[39mdtype, CategoricalDtype) \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m-> 1507\u001b[0m mapped \u001b[38;5;241m=\u001b[39m \u001b[43mobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_map_values\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 1508\u001b[0m \u001b[43m \u001b[49m\u001b[43mmapper\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcurried\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mna_action\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maction\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconvert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconvert_dtype\u001b[49m\n\u001b[0;32m 1509\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1511\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(mapped) \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(mapped[\u001b[38;5;241m0\u001b[39m], ABCSeries):\n\u001b[0;32m 1512\u001b[0m \u001b[38;5;66;03m# GH#43986 Need to do list(mapped) in order to get treated as nested\u001b[39;00m\n\u001b[0;32m 1513\u001b[0m \u001b[38;5;66;03m# See also GH#25959 regarding EA support\u001b[39;00m\n\u001b[0;32m 1514\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m obj\u001b[38;5;241m.\u001b[39m_constructor_expanddim(\u001b[38;5;28mlist\u001b[39m(mapped), index\u001b[38;5;241m=\u001b[39mobj\u001b[38;5;241m.\u001b[39mindex)\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\base.py:921\u001b[0m, in \u001b[0;36mIndexOpsMixin._map_values\u001b[1;34m(self, mapper, na_action, convert)\u001b[0m\n\u001b[0;32m 918\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(arr, ExtensionArray):\n\u001b[0;32m 919\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mmap(mapper, na_action\u001b[38;5;241m=\u001b[39mna_action)\n\u001b[1;32m--> 921\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43malgorithms\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_array\u001b[49m\u001b[43m(\u001b[49m\u001b[43marr\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmapper\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mna_action\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mna_action\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconvert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconvert\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\algorithms.py:1743\u001b[0m, in \u001b[0;36mmap_array\u001b[1;34m(arr, mapper, na_action, convert)\u001b[0m\n\u001b[0;32m 1741\u001b[0m values \u001b[38;5;241m=\u001b[39m arr\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mobject\u001b[39m, copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[0;32m 1742\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m na_action \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m-> 1743\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mlib\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_infer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmapper\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconvert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconvert\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1744\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 1745\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m lib\u001b[38;5;241m.\u001b[39mmap_infer_mask(\n\u001b[0;32m 1746\u001b[0m values, mapper, mask\u001b[38;5;241m=\u001b[39misna(values)\u001b[38;5;241m.\u001b[39mview(np\u001b[38;5;241m.\u001b[39muint8), convert\u001b[38;5;241m=\u001b[39mconvert\n\u001b[0;32m 1747\u001b[0m )\n", - "File \u001b[1;32mlib.pyx:2972\u001b[0m, in \u001b[0;36mpandas._libs.lib.map_infer\u001b[1;34m()\u001b[0m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\__init__.py:142\u001b[0m, in \u001b[0;36mword_tokenize\u001b[1;34m(text, language, preserve_line)\u001b[0m\n\u001b[0;32m 127\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mword_tokenize\u001b[39m(text, language\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m, preserve_line\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[0;32m 128\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 129\u001b[0m \u001b[38;5;124;03m Return a tokenized copy of *text*,\u001b[39;00m\n\u001b[0;32m 130\u001b[0m \u001b[38;5;124;03m using NLTK's recommended word tokenizer\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 140\u001b[0m \u001b[38;5;124;03m :type preserve_line: bool\u001b[39;00m\n\u001b[0;32m 141\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 142\u001b[0m sentences \u001b[38;5;241m=\u001b[39m [text] \u001b[38;5;28;01mif\u001b[39;00m preserve_line \u001b[38;5;28;01melse\u001b[39;00m \u001b[43msent_tokenize\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtext\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlanguage\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 143\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m [\n\u001b[0;32m 144\u001b[0m token \u001b[38;5;28;01mfor\u001b[39;00m sent \u001b[38;5;129;01min\u001b[39;00m sentences \u001b[38;5;28;01mfor\u001b[39;00m token \u001b[38;5;129;01min\u001b[39;00m _treebank_word_tokenizer\u001b[38;5;241m.\u001b[39mtokenize(sent)\n\u001b[0;32m 145\u001b[0m ]\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\__init__.py:119\u001b[0m, in \u001b[0;36msent_tokenize\u001b[1;34m(text, language)\u001b[0m\n\u001b[0;32m 109\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21msent_tokenize\u001b[39m(text, language\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 110\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 111\u001b[0m \u001b[38;5;124;03m Return a sentence-tokenized copy of *text*,\u001b[39;00m\n\u001b[0;32m 112\u001b[0m \u001b[38;5;124;03m using NLTK's recommended sentence tokenizer\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 117\u001b[0m \u001b[38;5;124;03m :param language: the model name in the Punkt corpus\u001b[39;00m\n\u001b[0;32m 118\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 119\u001b[0m tokenizer \u001b[38;5;241m=\u001b[39m \u001b[43m_get_punkt_tokenizer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlanguage\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 120\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m tokenizer\u001b[38;5;241m.\u001b[39mtokenize(text)\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\__init__.py:105\u001b[0m, in \u001b[0;36m_get_punkt_tokenizer\u001b[1;34m(language)\u001b[0m\n\u001b[0;32m 96\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mlru_cache\n\u001b[0;32m 97\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_get_punkt_tokenizer\u001b[39m(language\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 98\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 99\u001b[0m \u001b[38;5;124;03m A constructor for the PunktTokenizer that utilizes\u001b[39;00m\n\u001b[0;32m 100\u001b[0m \u001b[38;5;124;03m a lru cache for performance.\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 103\u001b[0m \u001b[38;5;124;03m :type language: str\u001b[39;00m\n\u001b[0;32m 104\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 105\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mPunktTokenizer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlanguage\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\punkt.py:1744\u001b[0m, in \u001b[0;36mPunktTokenizer.__init__\u001b[1;34m(self, lang)\u001b[0m\n\u001b[0;32m 1742\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, lang\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 1743\u001b[0m PunktSentenceTokenizer\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m)\n\u001b[1;32m-> 1744\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_lang\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlang\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\tokenize\\punkt.py:1749\u001b[0m, in \u001b[0;36mPunktTokenizer.load_lang\u001b[1;34m(self, lang)\u001b[0m\n\u001b[0;32m 1746\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mload_lang\u001b[39m(\u001b[38;5;28mself\u001b[39m, lang\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124menglish\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 1747\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mnltk\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdata\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m find\n\u001b[1;32m-> 1749\u001b[0m lang_dir \u001b[38;5;241m=\u001b[39m \u001b[43mfind\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mtokenizers/punkt_tab/\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mlang\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m/\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1750\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_params \u001b[38;5;241m=\u001b[39m load_punkt_params(lang_dir)\n\u001b[0;32m 1751\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_lang \u001b[38;5;241m=\u001b[39m lang\n", - "File \u001b[1;32mc:\\Users\\Felix Laptop\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\nltk\\data.py:579\u001b[0m, in \u001b[0;36mfind\u001b[1;34m(resource_name, paths)\u001b[0m\n\u001b[0;32m 577\u001b[0m sep \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m*\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m70\u001b[39m\n\u001b[0;32m 578\u001b[0m resource_not_found \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00msep\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00mmsg\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00msep\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m--> 579\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mLookupError\u001b[39;00m(resource_not_found)\n", - "\u001b[1;31mLookupError\u001b[0m: \n**********************************************************************\n Resource \u001b[93mpunkt_tab\u001b[0m not found.\n Please use the NLTK Downloader to obtain the resource:\n\n \u001b[31m>>> import nltk\n >>> nltk.download('punkt_tab')\n \u001b[0m\n For more information see: https://www.nltk.org/data.html\n\n Attempted to load \u001b[93mtokenizers/punkt_tab/english/\u001b[0m\n\n Searched in:\n - 'C:\\\\Users\\\\Felix Laptop/nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\share\\\\nltk_data'\n - 'c:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Local\\\\Programs\\\\Python\\\\Python312\\\\lib\\\\nltk_data'\n - 'C:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\nltk_data'\n - 'D:\\\\nltk_data'\n - 'E:\\\\nltk_data'\n - 'Laptop/AppData/Roaming/nltk_data'\n - 'Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:\\\\Users\\\\Felix Laptop\\\\AppData\\\\Roaming\\\\nltk_data'\n - 'C:/Users/Felix Laptop/AppData/Roaming/nltk_data'\n - 'C:/nltk_data'\n - 'C:/nltk_data'\n**********************************************************************\n" - ] - } - ], + "outputs": [], + "source": [ + "def preprocess_text(text):\n", + " # Tokenize text\n", + " tokens = word_tokenize(text)\n", + " # Remove stopwords and apply lemmatization\n", + " tokens = [lemmatizer.lemmatize(word) for word in tokens if word.lower() not in stop_words]\n", + " return tokens" + ] + }, + { + "cell_type": "code", + "execution_count": 193, + "metadata": {}, + "outputs": [], "source": [ - "# delete path if not needed\n", - "# Set the NLTK data path\n", - "path = 'C:/nltk_data'\n", - "nltk.data.path.append(path)\n", - "\n", - "\n", "# tokenization\n", - "df['tokenized_text'] = df['text'].apply(nltk.word_tokenize)" + "df['tokenized_text'] = df['text'].apply(word_tokenize)" + ] + }, + { + "cell_type": "code", + "execution_count": 194, + "metadata": {}, + "outputs": [], + "source": [ + "# standardize tokenized text\n", + "df['standardized_text'] = df['text'].apply(preprocess_text)" ] }, { @@ -295,7 +273,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 195, "metadata": {}, "outputs": [], "source": [ @@ -305,7 +283,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 196, "metadata": {}, "outputs": [], "source": [ @@ -315,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 197, "metadata": {}, "outputs": [], "source": [ @@ -325,7 +303,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 198, "metadata": {}, "outputs": [], "source": [ @@ -335,12 +313,98 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 199, "metadata": {}, "outputs": [], "source": [ - "# readabilty Flesch-Kincaid score\n", - "# ... not implemented yet" + "# stop words / total words\n", + "def remove_stopwords(tokens):\n", + " return [word for word in tokens if word.lower() not in stop_words]\n", + "\n", + "def calculate_stopword_ratio(tokens):\n", + " non_stopwords = remove_stopwords(tokens)\n", + " if len(tokens) == 0:\n", + " return 0\n", + " return 1 - (len(non_stopwords) / len(tokens))\n", + "\n", + "df['stopword_ratio'] = df['tokenized_text'].apply(calculate_stopword_ratio)" + ] + }, + { + "cell_type": "code", + "execution_count": 200, + "metadata": {}, + "outputs": [], + "source": [ + "def calculate_richness(tokens):\n", + " if len(tokens) == 0:\n", + " return 0\n", + " return len(set(tokens)) / len(tokens)\n", + "\n", + "df['richness'] = df['standardized_text'].apply(calculate_richness)" + ] + }, + { + "cell_type": "code", + "execution_count": 201, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'other scores:\\n- flesch_reading_ease\\n- flesch_kincaid_grade\\n- smog_index\\n- coleman_liau_index\\n- automated_readability_index\\n- dale_chall_readability_score\\n- linsear_write_formula\\n- gunning_fog\\n- text_standard\\n'" + ] + }, + "execution_count": 201, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def get_readability(text):\n", + " score = textstat.automated_readability_index(text)\n", + " return score\n", + "\n", + "\"\"\"other scores:\n", + "- flesch_reading_ease\n", + "- flesch_kincaid_grade\n", + "- smog_index\n", + "- coleman_liau_index\n", + "- automated_readability_index\n", + "- dale_chall_readability_score\n", + "- linsear_write_formula\n", + "- gunning_fog\n", + "- text_standard\n", + "\"\"\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 202, + "metadata": {}, + "outputs": [], + "source": [ + "df['readability'] = df['text'].apply(get_readability)" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "metadata": {}, + "outputs": [], + "source": [ + "def get_difficult_words(text):\n", + " score = textstat.difficult_words(text) / len(text.split())\n", + " return score" + ] + }, + { + "cell_type": "code", + "execution_count": 204, + "metadata": {}, + "outputs": [], + "source": [ + "df['difficult_words'] = df['text'].apply(get_difficult_words)" ] }, { @@ -352,7 +416,24 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 205, + "metadata": {}, + "outputs": [], + "source": [ + "def hist_compare(df, column, title):\n", + " print(df.groupby('is_humor')[column].agg(['mean', 'min', 'max', 'std']))\n", + " plt.hist(df[df['is_humor'] == True][column], bins=20, alpha=0.5, label='is_humor=True')\n", + " plt.hist(df[df['is_humor'] == False][column], bins=20, alpha=0.5, label='is_humor=False')\n", + " plt.title(title)\n", + " plt.xlabel(column)\n", + " plt.ylabel('Count')\n", + " plt.legend()\n", + " return plt" + ] + }, + { + "cell_type": "code", + "execution_count": 206, "metadata": {}, "outputs": [ { @@ -364,21 +445,10 @@ "0 122.351695 8 286 62.714395\n", "1 107.076440 10 280 44.714322\n" ] - } - ], - "source": [ - "# avg, min, max, std of text_length for each is_humor\n", - "print(df.groupby('is_humor')['text_length'].agg(['mean', 'min', 'max', 'std']))" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -389,18 +459,12 @@ ], "source": [ "# 2 hist of length of jokes\n", - "plt.hist(df[df['is_humor'] == True]['text_length'], bins=20, alpha=0.5, label='is_humor=True')\n", - "plt.hist(df[df['is_humor'] == False]['text_length'], bins=20, alpha=0.5, label='is_humor=False')\n", - "plt.title('Length of jokes')\n", - "plt.xlabel('Length')\n", - "plt.ylabel('Count')\n", - "plt.legend()\n", - "plt.show()" + "hist_compare(df, 'text_length', 'Length of jokes').show()" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 207, "metadata": {}, "outputs": [ { @@ -412,21 +476,10 @@ "0 21.932855 1 63 11.166029\n", "1 20.240268 2 57 8.590675\n" ] - } - ], - "source": [ - "# avg, min, max, std of word_count for each is_humor\n", - "print(df.groupby('is_humor')['word_count'].agg(['mean', 'min', 'max', 'std']))" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -437,18 +490,12 @@ ], "source": [ "# 2 hist of word count of jokes\n", - "plt.hist(df[df['is_humor'] == True]['word_count'], bins=20, alpha=0.5, label='is_humor=True')\n", - "plt.hist(df[df['is_humor'] == False]['word_count'], bins=20, alpha=0.5, label='is_humor=False')\n", - "plt.title('Word count of jokes')\n", - "plt.xlabel('Word count')\n", - "plt.ylabel('Count')\n", - "plt.legend()\n", - "plt.show()" + "hist_compare(df, 'word_count', 'Word count of jokes').show()" ] }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 208, "metadata": {}, "outputs": [ { @@ -460,21 +507,10 @@ "0 4.663354 2.857143 9.0 0.685291\n", "1 4.400999 2.700000 11.2 0.591486\n" ] - } - ], - "source": [ - "# avg, min, max, std of avg_word_length for each is_humor\n", - "print(df.groupby('is_humor')['avg_word_length'].agg(['mean', 'min', 'max', 'std']))" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": 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", 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", 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" ] @@ -485,18 +521,12 @@ ], "source": [ "# 2 hist of avg word length of jokes\n", - "plt.hist(df[df['is_humor'] == True]['avg_word_length'], bins=20, alpha=0.5, label='is_humor=True')\n", - "plt.hist(df[df['is_humor'] == False]['avg_word_length'], bins=20, alpha=0.5, label='is_humor=False')\n", - "plt.title('Average word length of jokes')\n", - "plt.xlabel('Average word length')\n", - "plt.ylabel('Count')\n", - "plt.legend()\n", - "plt.show()" + "hist_compare(df, 'avg_word_length', 'Avg word length of jokes').show()" ] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 209, "metadata": {}, "outputs": [ { @@ -508,21 +538,10 @@ "0 2.678944 0 17 2.078564\n", "1 2.580495 0 18 2.037324\n" ] - } - ], - "source": [ - "# avg, min, max, std of punctuation_count for each is_humor\n", - "print(df.groupby('is_humor')['punctuation_count'].agg(['mean', 'min', 'max', 'std']))" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": 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", 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", 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" ] @@ -533,18 +552,12 @@ ], "source": [ "# 2 hist of punctuation count of jokes\n", - "plt.hist(df[df['is_humor'] == True]['punctuation_count'], bins=20, alpha=0.5, label='is_humor=True')\n", - "plt.hist(df[df['is_humor'] == False]['punctuation_count'], bins=20, alpha=0.5, label='is_humor=False')\n", - "plt.title('Punctuation count of jokes')\n", - "plt.xlabel('Punctuation count')\n", - "plt.ylabel('Count')\n", - "plt.legend()\n", - "plt.show()" + "hist_compare(df, 'punctuation_count', 'Punctuation count of jokes').show()" ] }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 210, "metadata": {}, "outputs": [ { @@ -553,24 +566,13 @@ "text": [ " mean min max std\n", "is_humor \n", - "0 0.922943 0.088889 1.0 0.079424\n", - "1 0.933334 0.478261 1.0 0.071959\n" + "0 0.907072 0.083333 1.0 0.096626\n", + "1 0.912667 0.380952 1.0 0.101766\n" ] - } - ], - "source": [ - "# avg, min, max, std of richenss for each is_humor\n", - "print(df.groupby('is_humor')['richenss'].agg(['mean', 'min', 'max', 'std']))" - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": 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", 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", 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" ] @@ -580,14 +582,100 @@ } ], "source": [ - "# 2 hist of richenss of jokes\n", - "plt.hist(df[df['is_humor'] == True]['richenss'], bins=20, alpha=0.5, label='is_humor=True')\n", - "plt.hist(df[df['is_humor'] == False]['richenss'], bins=20, alpha=0.5, label='is_humor=False')\n", - "plt.title('Richenss of jokes')\n", - "plt.xlabel('Richenss')\n", - "plt.ylabel('Count')\n", - "plt.legend()\n", - "plt.show()" + "# 2 hist of richness of jokes\n", + "hist_compare(df, 'richness', 'richness of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 211, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 0.379534 0.0 0.800000 0.114908\n", + "1 0.409674 0.0 0.666667 0.091620\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of stopword_ratio of jokes\n", + "hist_compare(df, 'stopword_ratio', 'Stopword ratio of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 212, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 7.476630 -4.5 25.6 4.382482\n", + "1 5.576237 -4.2 33.8 3.856280\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of readability of jokes\n", + "hist_compare(df, 'readability', 'Readability of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 213, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 0.161266 0.0 1.0 0.116968\n", + "1 0.133189 0.0 0.8 0.090085\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hist_compare(df, 'difficult_words', 'Difficult words ratio of jokes').show()" ] }, { @@ -599,12 +687,32 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 214, + "metadata": {}, + "outputs": [], + "source": [ + "def scatter_plot(x_col, y_col , title, x_label, y_label):\n", + " plt.figure(figsize=(6, 6))\n", + " # scatterplot of text_length and word_count\n", + " scatter = plt.scatter(df[x_col], df[y_col], c=df['is_humor'], alpha=0.5, cmap='viridis')\n", + " plt.title(title)\n", + " plt.xlabel(x_label)\n", + " plt.ylabel(y_label)\n", + " # Create a custom legend\n", + " handles, labels = scatter.legend_elements(prop=\"colors\", alpha=0.5)\n", + " legend_labels = ['Not Humor', 'Humor']\n", + " plt.legend(handles, legend_labels)\n", + " return plt" + ] + }, + { + "cell_type": "code", + "execution_count": 215, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -625,14 +733,14 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 216, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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rVp577rnjGi/RHZvNxv3338/NN9/Meeedx1e+8hVKSkr485//fFzXnDBhAtdccw1PPPEELS0tzJgxg8WLF3fbqtMXHnjgAd59913mzp3LTTfdRFFREVVVVbz44ousXLmSxMRELrroIvLy8vjGN77BD37wAywWC08//XTHz8NnOZGfw9mzZ/OLX/yCsrKyTonEnDlz+L//+z/y8/PJycnp2J6WlsaPf/xjfv7zn/O5z32Oyy+/nN27d/PEE08wderU4ypmt3DhQmbOnMmPfvQjDhw4wKhRo/j3v/9NS0tLp+P27NnD+eefz5e//GVGjRqF1WrlpZdeoqampld+PsVpql/nsAjRQ0ebhvmHP/xBTZ48WblcLuX1etXYsWPVD3/4Q1VZWami0aiaOnWqysnJUc3NzZ3OOzx98oUXXujY9sorr6hRo0Ypq9V6zKmC3U05VCo2XXPBggUqISFBOZ1ONXToUHXDDTeodevWdRxztKmS3U1vrKurU9dee63yer0qISFB3XDDDWrVqlUKUM8//3zHcdFoVH33u99VaWlpStO0juscnqba3TRBjpiC2Z1gMKi+//3vq6ysLOVyudTMmTPVRx991GV65eFpqi+++GKn8w8//pGv5RNPPKEKCgqUw+FQU6ZMUcuXL+9yzaMJBALqe9/7nkpJSVFut1stXLhQlZWVnZJpqkopdfDgQbVo0SKVlpamHA6HGjJkiLrttts6Tbtdv369mj59urLb7SovL0898sgjxzVNVame/RwqpZTP51MWi0V5vV4VjUY7tv/tb39TgLruuuu6Pe+xxx5TI0eOVDabTWVkZKhbb71VNTU1HdfropRSDQ0N6rrrrlPx8fEqISFBXXfddWrjxo2dYq6vr1e33XabGjlypHK73SohIUFNnz5d/eMf//jM5yQGNk2ps2jUlRBnkJdffpkrr7ySlStXMnPmzP4ORwghOpEEQ4gBIBAIdBrEahgGF110EevWraO6uvqkR/gLIURvkzEYQgwA3/3udwkEApx77rmEQiH+/e9/8+GHH/LAAw9IciGEOC1JC4YQA8Df//53Hn74Yfbt20cwGGTYsGHceuutfOc73+nv0IQQoluSYAghhBCi10kdDCGEEEL0OkkwhBBCCNHrzrpBnqZpUllZidfr7ZdVD4UQQoiBSilFa2srgwYN6rQKb3fOugSjsrKS3Nzc/g5DCCGEGLDKyso6VYbtzlmXYHi9XiD24hy5dLYQQgghjs7n85Gbm9txL/0sZ12CcbhbJD4+XhIMIYQQ4gQczxADGeQphBBCiF4nCYYQQgghep0kGEIIIYTodWfdGAwhhBA9ZxgGkUikv8MQp4DNZsNisZz0dSTBEEII8Zna2tooLy9HVpY4O2iaRk5ODh6P56SuIwmGEEKIozIMg/LycuLi4khLS5MChWc4pRR1dXWUl5czfPjwk2rJkARDCCHEUUUiEZRSpKWl4XK5+jsccQqkpaVx4MABIpHISSUYMshTCCHEMUnLxdmjt95rSTCEEEII0eskwRBCCCFEr5MxGEIIIfqcaZrUltYTaA3g8rpIz0s95mqcYmCTd1cIIUSfOriznOcfepln73mBv933T5695wWef+hlDu4s77PHvOGGG9A0jV/+8pedtr/88ss9HmOQn5/Po48+esLH/exnP2PChAk9eswzgSQYvSAcDNPW7CcSliI0QgjxaQd3lvPS795k34YS4lO85BRmE5/iZd+GEl763Zt9mmQ4nU4eeughmpqa+uwxBrpwONxn15YE4yQ0VDXx/nPL+b+7/sL//eAv/OlHz7HypdX4W/z9HZoQQvQ70zRZ9fIafPWtDB6Vgzs+DotFxx0fx+BROfjqW/nwlTWYptknj3/BBReQmZnJgw8++JnH/etf/2L06NE4HA7y8/N5+OGHO/bNmzePgwcPcscdd6BpWq/MsJg3bx633357p21XXHEFN9xwQ8f3+fn53H///SxatAiPx8PgwYN59dVXqaur4/Of/zwej4dx48axbt26434uh6973333sWjRIuLj47nppptO+vkcTb8mGMuXL2fhwoUMGjQITdN4+eWXj3nOsmXLmDRpEg6Hg2HDhvHMM8/0eZzdqTlYxz8ffpWV/1pNJBTF6XLQ1uTnvb9+wL9/+yatTW39EpcQQpwuakvrKdtVQVpuSpcbs6ZppOWkULqzgtrS+j55fIvFwgMPPMD//u//Ul7efUvJ+vXr+fKXv8zVV1/N1q1b+dnPfsbdd9/dcW/597//TU5ODvfeey9VVVVUVVX1Sazd+Z//+R9mzpzJxo0bufTSS7nuuutYtGgRX/va19iwYQNDhw5l0aJFHRVWj/VcDvvNb37D+PHj2bhxI3fffXefxd+vCYbf72f8+PE8/vjjx3V8SUkJl156KfPnz2fTpk3cfvvtfPOb3+Sdd97p40g7U0qx5P+tpKqklvwxuaRmJ+NN9pAxOI28kTns21jC6jc2nNKYhBDidBNoDRAOhHG6nd3ud7odhIMRAq2BPovhyiuvZMKECdxzzz3d7n/kkUc4//zzufvuuxkxYgQ33HAD3/nOd/j1r38NQHJyMhaLBa/XS2ZmJpmZmZ/5eP/5n/+Jx+Pp9PXAAw+cUOyXXHIJN998M8OHD+enP/0pPp+PqVOn8qUvfYkRI0bwn//5n+zcuZOamprjei6HnXfeeXz/+99n6NChDB069IRiOx79mmBcfPHF3H///Vx55ZXHdfyTTz5JQUEBDz/8MEVFRXznO9/hi1/8Iv/zP//Tx5F2VlVcQ+mOcjIGp3UZBW2zW0lMS2D7h7vx+9pPaVxCCHE6cXld2F12gv5gt/uD/hB2pw2Xt28rhD700EM8++yz7Ny5s8u+nTt3MnPmzE7bZs6cyd69ezEMo8eP9YMf/IBNmzZ1+rrllltOKO5x48Z1/HdGRgYAY8eO7bKttrYWOP7nMmXKlBOKp6cG1BiMjz76iAsuuKDTtgULFvDRRx8d9ZxQKITP5+v0dbJa6lsJtoeIO8ovhSfJTbuvHV9D60k/lhBCDFTpeankjsymrqyhy0JpSinqyhvIK8omPS+1T+OYM2cOCxYs4Mc//nGfPg5Aamoqw4YN6/SVnJzc6Rhd17u8Ht2tVGuz2Tr++3AXU3fbejqGxe129+j4EzWgEozq6uqOjO2wjIwMfD4fgUD3TWwPPvggCQkJHV+5ubknHYfNbkXXdYxo99ltJBTBYrNgs0uZESHE2UvXdWZeMY34VC8Hd5Tjb2nHiBr4W9o5uKOchDQvMz4/7ZTUw/jlL3/Ja6+91uUDaVFREatWreq0bdWqVYwYMaJjHQ673X5CrRlHk5aW1mksh2EYbNu27aSvezzP5VQaUAnGifjxj39MS0tLx1dZWdlJXzN7RBbJWYk0VHY/9amxqpmcEYNIzko66ccSQoiBbHBRDld+7xKGTSrA19hK+d4qfI2tDJ9cwBXfvYTBRTmnJI6xY8fy1a9+ld/97nedtn//+99n8eLF3HfffezZs4dnn32Wxx57jLvuuqvjmPz8fJYvX05FRQX19Sc/IPW8887jjTfe4I033mDXrl3ceuutNDc3n/R1j+e5nEoD6iN2ZmZmx2CWw2pqaoiPjz/qKn8OhwOHw9GrcbjcTqZ+biLvPruU+opGkjMT0S060YhBbWk99jgbUxdMkCp1QghBLMnILRzU75U87733Xl544YVO2yZNmsQ//vEPfvrTn3LfffeRlZXFvffe22nK6L333svNN9/M0KFDCYVCXbo3eurrX/86mzdvZtGiRVitVu644w7mz59/UteE43sup5KmTvaV6iWapvHSSy9xxRVXHPWY//zP/+TNN99k69atHduuvfZaGhsbefvtt4/rcXw+HwkJCbS0tBAfH3/C8Zqmycevr2fNmxtoqW/t6AtLzU5mzpfOZczMkSd8bSGEOF0Eg0FKSkooKCjA6ex+Nog4s3zWe96Te2i/tmC0tbWxb9++ju9LSkrYtGkTycnJ5OXl8eMf/5iKigr+8pe/AHDLLbfw2GOP8cMf/pCvf/3rLFmyhH/84x+88cYbpzx2XdeZcflUxswaScnWUkLtYdwJcQwZPxjXUaZkCSGEEGeLfk0w1q1b16lZ6M477wTg+uuv55lnnqGqqorS0tKO/QUFBbzxxhvccccd/Pa3vyUnJ4c//elPLFiw4JTHflh8spfxc0f32+MLIYQQp6N+TTDmzZv3mX1Z3VXpnDdvHhs3buzDqIQQQghxsmQUohBCCCF6nSQYQgghhOh1kmAIIYQQotdJgiGEEEKIXicJhhBCCCF6nSQYQgghhOh1A6pUuBBCiIFJKROMSlB+0NxgGYSmyWfcM5kkGEIIIfqUiu5DBd+DaDGoEGgOsA4B54Vo1mF99rg33HADzc3NvPzyy522L1u2jPnz59PU1ERiYmKfPf7ZThIMIYQQfUZF96H8fwGzCfQs0F2gAhDZgTKqwL2oT5OMgSQcDmO32/s7jF4j7VNCCCH6hFJmrOXCbALLMNA9oFli/1qGgdmECr4f6z7pJz/72c+YMGFCp22PPvoo+fn5Hd/fcMMNXHHFFTzwwANkZGSQmJjIvffeSzQa5Qc/+AHJycnk5OTw5z//udN1tm7dynnnnYfL5SIlJYWbbrqJtra2Ltf9xS9+waBBgygsLOzLp3rKSYIhhBCibxiVsW4RPQsOrTjdQdNAz4To/thxp7klS5ZQWVnJ8uXLeeSRR7jnnnu47LLLSEpKYvXq1dxyyy3cfPPNlJeXA+D3+1mwYAFJSUmsXbuWF198kffff5/vfOc7na67ePFidu/ezXvvvcfrr7/eH0+tz0gXiRBCiL6h/LExF7qr+/1aHJi1seP6yOuvv47H4+m0zTCMHl8nOTmZ3/3ud+i6TmFhIb/61a9ob2/nJz/5CQA//vGP+eUvf8nKlSu5+uqr+fvf/04wGOQvf/kLbrcbgMcee4yFCxfy0EMPkZGRAYDb7eZPf/rTGdU1cpgkGEIIIfqG5o4N6FQB0Dxd96t20Oyx4/rI/Pnz+f3vf99p2+rVq/na177Wo+uMHj0aXf+k0T8jI4MxY8Z0fG+xWEhJSaG2thaAnTt3Mn78+I7kAmDmzJmYpsnu3bs7EoyxY8eekckFSIIhhBCir1gGxWaLRHaANqxzN4lSYFaDbXTsuD7idrsZNqzzINLD3RgAuq53WdU7Eol0uY7NZuv0vaZp3W4zzZ6NJ/l0AnKmkTEYQggh+oSm6WjOC0FPAmMfmK2gjNi/xj7Qk9GcF/RrPYy0tDSqq6s7JRmbNm066esWFRWxefNm/P5Pun9WrVrV0cVyNpAEQwghRJ/RrMPQ3IvANgpUMxgHYv/aRqO5r+v3Karz5s2jrq6OX/3qV+zfv5/HH3+ct95666Sv+9WvfhWn08n111/Ptm3bWLp0Kd/97ne57rrrOrpHznSSYAghhOhTsSTjZjTPf6B5vh37131TvycXEGtpeOKJJ3j88ccZP348a9as4a677jrp68bFxfHOO+/Q2NjI1KlT+eIXv8j555/PY4891gtRDwyaOrLz6Qzn8/lISEigpaWF+Pj4/g5HCCFOa8FgkJKSEgoKCnA6nf0djjgFPus978k9VFowhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCHNNZNh/grNZb77UkGEIIIY7KYrEAsaXExdnh8Ht9+L0/UVIqXAghxFFZrVbi4uKoq6vDZrN1Wo9DnHlM06Suro64uDis1pNLESTBEEIIcVSappGVlUVJSQkHDx7s73DEKaDrOnl5eWifXjvmBEiCIYQQ4jPZ7XaGDx8u3SRnCbvd3istVZJgCCGEOCZd16WSp+gR6UwTQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0OkkwhBBCCNHrJMEQQgghRK+TBEMIIYQQvU4SDCGEEEL0Omt/ByD6n1IKlB9QoLnRNMk7hRBCnBxJMM5iSimI7kCFPgajBFBgyQb7NLBNkkRDCCHECev3O8jjjz9Ofn4+TqeT6dOns2bNms88/tFHH6WwsBCXy0Vubi533HEHwWDwFEV7hgmvQvmfgchmYrmmHaJ7Ue1/QwXfQCmznwMUQggxUPVrgvHCCy9w5513cs8997BhwwbGjx/PggULqK2t7fb4v//97/zoRz/innvuYefOnTz11FO88MIL/OQnPznFkQ98yqhGBd4CrGAdBnoy6ElgKQAtCULLILqnv8MUQggxQPVrgvHII4/wrW99ixtvvJFRo0bx5JNPEhcXx9NPP93t8R9++CEzZ87k2muvJT8/n4suuohrrrnmmK0eoisV3gqqGfTMrjv1JFBhVGTTqQ5LCCHEGaLfEoxwOMz69eu54IILPglG17ngggv46KOPuj1nxowZrF+/viOhKC4u5s033+SSSy456uOEQiF8Pl+nLwGoWsAGmtb9fi0OjMpTGpIQQogzR78N8qyvr8cwDDIyMjptz8jIYNeuXd2ec+2111JfX8+sWbNQShGNRrnllls+s4vkwQcf5Oc//3mvxn5mcAHRo+9WEdCcpywaIYQQZ5Z+H+TZE8uWLeOBBx7giSeeYMOGDfz73//mjTfe4L777jvqOT/+8Y9paWnp+CorKzuFEZ++NNsI0CygAl13qigQQrONO+VxCSGEODP0WwtGamoqFouFmpqaTttramrIzOxmXABw9913c9111/HNb34TgLFjx+L3+7npppv4r//6L3S9a77kcDhwOBy9/wQGOusIsI6GyCbQs0HzxLpLVDsYZWAdArbx/R2lEEKIAarfWjDsdjuTJ09m8eLFHdtM02Tx4sWce+653Z7T3t7eJYmwWCzAoZoO4rhpmh0t7itgmxob7GnsgeheMGrBNgot7qtoure/wxRCCDFA9WuhrTvvvJPrr7+eKVOmMG3aNB599FH8fj833ngjAIsWLSI7O5sHH3wQgIULF/LII48wceJEpk+fzr59+7j77rtZuHBhR6Ihjp+mJ4D7BjBKY60WmKBngXUImiavpxBCiBPXrwnGV77yFerq6vjpT39KdXU1EyZM4O233+4Y+FlaWtqpxeK///u/0TSN//7v/6aiooK0tDQWLlzIL37xi/56CgOepmlgHRz7EkIIIXqJps6yvgWfz0dCQgItLS3Ex8f3dzhCCCHEgNGTe+iAmkUihBBCiIFBEgwhhBBC9DpJMIQQQgjR6yTBEEIIIUSvkwRDCCGEEL1OEgwhhBBC9DpJMIQQQgjR6yTBEEIIIUSv69dKnkKI3qOUIugPYhomLq+r28X/hBDiVJEEQ4gzQPGWg2xcupXSHRUo0yQtN4Vxc0czZtZIWadHCNEvJMEQYoDbvGw77zyzlKA/RGJaPLrdStmuSg5uL6fmQC3nf22OJBlCiFNOEgwhBrCm2haWPr8STdPIH53bsT0+xUtrUxtr39lM/pg8Rkwe2o9RCiHORtJJK8QAtnd9Mc21PtJyU7vs8yZ5MKMm2z/c3Q+RCSHOdpJgCDGANdU0o1t0dF3rdn9cvIvag3WnOCohhJAEQ4gBze60Y5rmUfdHw1EccY5TGJEQQsRIgiHEAJY/Ogebw0agLdhln2GYBPxBiqYP74fIhBBnO0kwhBjA8opyKJwylKriGlqb/CilAAi2hyjdWc6goZkUnTOin6MUQpyNZBaJEAOYxWrh4m+ej9VuZc+6/dSV16NpGla7lYKxeSy4YT7xKd7+DlMIcRaSBEOIAc4dH8fnb/sc1QdqqdxXjWmYpGYnk1eUg8Uq9S+EEP1DEgwhzgCappFVkEFWQUZ/hyKEEICMwRBCCCFEH5AEQwghhBC9ThIMIYQQQvQ6STCEEEII0eskwRBCCCFEr5MEQwghhBC9ThIMIYQQQvQ6STCEEEII0eskwRBCCCFEr5MEQwghhBC9ThIMIYQQQvQ6STCEEEII0eskwRBCCCFEr5MEQwghhBC9ThIMIYQQQvQ6STCEEEII0eskwRBCCCFEr5MEQwghhBC9ThIMIYQQQvQ6STCEEEII0eskwRBCCCFEr5MEQwghhBC9ThIMIYQQQvQ6a38HILoKtAUwDROnx4muhYAoaG40zdLfoXWilAHKD1jR9Lj+DmfACwfDhIMRnG4HVpv8agohBjb5K3YaObiznE1Lt1Gy5SDxiQ0UTqhn+LgwKZleNFsa2KeDfSqaZu/XOJUKQXgtKrwajEbQLCjbKDT7OWjW/H6NbSCqr2hg05Jt7Fy9l3AogichjjGziphw3hjc8ZK4CSEGJkkwThM7Pt7DW396n7bmdoaPCzB26hYseisHdzhoa05n8MgQREtiX3Ff7rckQ6kwqv0FCK8FHKDHA1EIrURFtkHctWi2Uf0S20BUVVLDy//7FjUHaklIjcfpcuBraOPdv3xAybZSrvjOxXgS3f0dphBC9JiMwTgN+Fv8LH5uBZFQlGHj0xl/zj7iPCbhSB5KS6F0dxv11R7QB0F4DYQ39F+w4XWx5MKSDdY80BNBTwXLcFDtqMArKBXov/gGENM0WfL3ldSW1pM/Jo+UQcl4kz1kDE4jr3AQe9cXs/btjf0dphBCnBBJME4DezeU0FjVREZ+Oslp1cS5fbT5kgANu8OGpmnUlNaB7gasqPAalFKnPE6lTFR4DWAH7Yime00DPRuMKojsOuWxDUSV+6op3VVBxuA0dL3zr6LNYSMhNZ5tK3cRaJOETQgx8EiCcRpoqW8FwGLRcTjbAVDqkwGddqeN9pYAylSxLgmzHgid+kBVEMyGQ90i3dBsgAKz6ZSGNVC11LcSDoSJ87q63e9JdOP3tdPa2HaKIxNCiJMnCcZpwGa3opRCKYVpWtA0BXzSQmEaJrpVR9M1UGHQrPTL8BnNGvtS4e73KwWYhxINcSxWuxVN1zCiRrf7I+EoVqsFq12GSgkhBh5JME4DeaNycLod+FvaaWlKJxJ2YHfEmsWVUoSDEdJyU0GZoFrAOgFNO/U3HU2zg3UcqOZDycQRVDNoXrAOO9WhDUi5hYNIzkigoar7Fp/GqiZyR2aTlJF4agMTQoheIAnGaWDQ0AyKzhlBbWk9VQcs1FblEeduxWJppaXehzshjvRcLxglYMlAc0ztt1g1x3TQ08EsBnWom0YpMBvBrAX7ZNAz+y2+gSTO62LKgokE24I0VDZimiYA0UiUyn3VuDwOpiyYgKZp/RypEEL0nLS9ngZ0Xeei6+dhsejsXL2XZa8kM3pKKoOH15A3XCdjsBeXqx4seWiuK9AsWf0Wq2YZBO6vogIvg1EWa1VBxVouHPPRXAvlhtgDUy+eQDQaZe1bmzi4o7zjtUvNSWbel2cwdHx+/wZ4knwNrexcvZfizQeIRgyyh2dSNH0EWUMy+js0IUQf01R/TEfoRz6fj4SEBFpaWoiPP8pgxX6ilKKurJ7yPVUY0SipgwxyhwawWAE9BazD+73I1mFKhSG6J9ZygRWsQ9As0nJxonwNrZRsLSUUCONJjKNg3GBcbmd/h3VSyvdW8drv36HmQB0Olx3dohNoC+JNdjP/mtlMOn9sf4cohOihntxDpQXjNKJpGul5aaTnpfV3KMekaXawjenvMM4Y8Slexs8b3d9h9JqAP8ibf3yPuvIG8sfkdkzDVUpRV97A4ueWk5aTTG5hdj9HKoToKzIGQwjR6/ZvLKG6pI6c4VmdanxomkZ6birtvgDbP9zdjxEKIfqaJBhCiF5Xc7AeZaqjLtrmSXBzYFvZKY5KCHEqSYIhhOh1mgaKow/vUkohY4GFOLNJgiGE6HWZQzKwWHQioUiXfUop2lr8A36GjBDis0mCIYTodcMm5JMzYhDle6qIRj6pVGqaiqriWuJTvIyeNbIfIxRC9DWZRSKE6HV2p51Lb7qA1558j/LdlegWDU2PtWgkZSRw4fXzyCqQWhhCnMkkwRCnXDQS5cC2MmrL6gHIKkgnrygHi9VyjDPF6cowDEp3VlBdUotSivTcVPLH5HLtT65k74YSDu4oIxo2yBqSQeHUoVL+XIizgCQY4pSqLavnracWU767kmg4CmjYHFbyx+Ry8TfOlxvPANRU28JbTy3mwNZSIqEoaGCxWcgdMYiLv3Ee4+aMYtycUf0dphDiFJMEQ5wy/hY/r/3+Hcp2V5I9LAuHK1aVNOgPsWddMdGIwZd/8HmccY5+jlQcr3AwzOtPvsv+TQfIGprRUX00FAhzYHsZrzzxDtf86Eo8ie5+jlQIcarJIE9xyuxeu5/yPVUMLsrpSC4AnG4HuYWDOLCtjP2bDvRfgKLH9m0s4cC2MnIKB3Uqbe5w2ckbmU3l3mp2r93XjxEKIfqLJBjilNm7oRirzdrtWAubw4amaRRvOdgPkYkTVbKtFKUUdoetyz6L1YLNYWPP+v39EJkQor9JgiFOmXAwgtV29IGcFmv3dRPE6SscjHzm4FyrzUIkGD2FEQkhTheSYIhTJqsgnYA/2O0+pRThYIS03NRTHJU4Gem5qYRDYY62KHOgLUBmwem/eJ8QovdJgiFOmZHThxPnddFY1dRlX115A/EpHgqnDu2HyMSJKpw6lITUeOrKGrrsa6xuxuV1MXL6iH6ITAjR3yTBEKdM9vAsZl01nUB7iIM7ymmqaaaxupkD28swDZN5X5lJurRgDCip2SnMv3ompjI5sL2UxupmmmqaObiznEBbgJlXTCO3cFB/hymE6AcnPU3V5/OxZMkSCgsLKSoq6o2YxBlK0zTOXTiFtJwUtizfQfnuSjRdY/y8WJ2E/DF5/R2iOAETzxtLYnoCW5bviK2QqhSjzhnO2DmjGD5pCJqsaibEWUlTR+s8PYovf/nLzJkzh+985zsEAgHGjx/PgQMHUErx/PPP84UvfKGvYu0VPp+PhIQEWlpaiI+P7+9wzlpKKSLhKKgwNrsBmhNNsx/7xKNeLwqqHUUUDStocWialHk51SLhCEqBzW6VxEKIM1BP7qE9/gu8fPly/uu//guAl156CaUUzc3NPPvss9x///2nfYIhThOqCav5MUTWo4JB0F0o2yQ0x7loetLxX0YFIbwGFXwPIntBtaC0BLAVgvMCsE9D06Rw16lis3edriqEODv1eAxGS0sLycnJALz99tt84QtfIC4ujksvvZS9e/f2OIDHH3+c/Px8nE4n06dPZ82aNZ95fHNzM7fddhtZWVk4HA5GjBjBm2++2ePHFf1HGbUo/9MQfB3MAGhOMP0QfB3l/zPK6DpgsNvrqCDK//9QbU9B+GMw60AR+zf0IartT6j251Eq1LdPSAghRBc9TjByc3P56KOP8Pv9vP3221x00UUANDU14XQ6j3F2Zy+88AJ33nkn99xzDxs2bGD8+PEsWLCA2trabo8Ph8NceOGFHDhwgH/+85/s3r2bP/7xj2RnZ/f0aYh+opRCBd+GaAlYhoMlE/QEsGSBZRhE96FC7x3fxcJrY1+qFbCDngGWZNAzQbOB2Qrh1RBe16fPSQghRFc97iK5/fbb+epXv4rH42Hw4MHMmzcPiHWdjB07tkfXeuSRR/jWt77FjTfeCMCTTz7JG2+8wdNPP82PfvSjLsc//fTTNDY28uGHH2KzxZpi8/Pze/oURH8yayGyM5YMaEcUaNKsoKdDeCvKcSGaJeWol1HKQIXXAEFQAdAS4HCfvwYQD6oFzFDsOPs5aEc+nhBCiD7T4xaMb3/723z00Uc8/fTTrFy5El2PXWLIkCHcf//9x32dcDjM+vXrueCCCz4JRte54IIL+Oijj7o959VXX+Xcc8/ltttuIyMjgzFjxvDAAw9gGMZRHycUCuHz+Tp9iX5kNoHyg+btfr8WD6oNVNdaGZ2oAJiNdOTIXZIVyyf/mg2x48UxRSNRmmqaaan3HbV41rEosx1l1KHMtl6OTggxkJzQMPspU6YwZcqUTtsuvfTSHl2jvr4ewzDIyMjotD0jI4Ndu3Z1e05xcTFLlizhq1/9Km+++Sb79u3j29/+NpFIhHvuuafbcx588EF+/vOf9yg20Yc0G7EfuwjQXYtCJNaSwTEGC2rW2HWUAlTs30/PWlCH/0/FjjuJGSpng3AowqYl29i8bBvNdT50XSNnxCAmnj/2uKeaKrMRFVoJ4Y2HWpVsKNtYNMcsNIvUwhDibHNcCcadd9553Bd85JFHTjiYYzFNk/T0dP7whz9gsViYPHkyFRUV/PrXvz5qgvHjH/+4U/w+n4/c3Nw+i1EcgyUXrFkQrQFrN3UvjBqw5oDls8fVaJoTZRsDRjlgB4KA61NHBEDZAQW2sSc1BfZMFwlHeOupxWxeug2Hy0F8ihfDMNmzvpgD28u46Pp5TDzvs7s/ldGAan8GovtBS4q1RBGE0Aeo6B6IW4TW3fsthDhjHVeCsXHjxk7fb9iwgWg0SmFhIQB79uzpuOEfr9TUVCwWCzU1NZ2219TUkJmZ2e05WVlZ2Gw2LJZPPvkWFRVRXV1NOBzGbu96E3E4HDgcMk3xdKFpdnDMRRnPg1H5yVgMZYBZDZqG5ph7XDUsNPs5qPBWMJsPDfQElBO0IJhtoMeDJRfNcU7fPqkBbveafWz5YAfpeWnEeT9J0uKTPdQcrOODf3xIwdg8EtMSjnoNFVoSSy4sww61LgF4QEsGYz8q+Aa4b0bTpHiwEGeL4/ptX7p0acfXwoULmTt3LuXl5WzYsIENGzZQVlbG/Pnze9RNYrfbmTx5MosXL+7YZpomixcv5txzz+32nJkzZ7Jv3z5M0+zYtmfPHrKysrpNLsRpyjYVzXVVbHqqUQzRvbF/dTea6wtgm3Rcl9GsuWjur4FtcmxMh9kEqjT2r+4F+xS0uGvRjtEacrbbunInuq53Si4OS8tNobnOx76NB456vjKbIbIF9NRPJReHaDroWRAtPtTaJIQ4W/R4DMbDDz/Mu+++S1LSJ8WQkpKSuP/++7nooov4/ve/f9zXuvPOO7n++uuZMmUK06ZN49FHH8Xv93fMKlm0aBHZ2dk8+OCDANx666089thj/Md//Aff/e532bt3Lw888ADf+973evo0RD/SNA0cs8A2HqK7QLWD5gbrSDTd07Nr2UZA/F0Q3Y2KFoNRB3oamm0oWEdI18gxKKWor2jsNrmA2MBrTdNobfyMAZtmS2zgrp7V/X7dA9FKUM2AdJMIcbbocYLh8/moq6vrsr2uro7W1tYeXesrX/kKdXV1/PSnP6W6upoJEybw9ttvdwz8LC0t7ZilArEaHO+88w533HEH48aNIzs7m//4j//gP//zP3v6NMRpQNO9YJ968tfR7LFxFraeTZMWsWTP5XbR6Ot+1o5SsQG0Nsdn/KnQHIANVPjQfx95kTCxAb2S7AlxNunxWiSLFi1ixYoVPPzww0ybNg2A1atX84Mf/IDZs2fz7LPP9kmgvUXWIjk54UA7TTXVONxuEtMyjn3Cp5imSaA1gKbruDxOWaviNPHRa+t4589LGTwqB4u188yetmY/vsZWvnb3l8gZ3n0LhVIKw/cERmgHFtsw9COugVEGejKa904p2y7EANena5E8+eST3HXXXVx77bVEIpHYRaxWvvGNb/DrX//6xCIWpz1fQx3vPfM0uz7aRHtrGN2ik1M4iJlXfJ4xc8/7zHMNw2DnR3vY/MEOag7WoWmQW5jNhPljGDohXxKNfjZ6RiHbVu2idGcFGfmxgZ6mqfDV+2isaWbyhePJHtb9wGtfQyublm6jak8rReMrsTvKcXgLyBicjTPOAmYNYKA55ktyIcRZpkctGIZhsGrVKsaOHYvdbmf//v0ADB06FLfb3WdB9iZpweg5X0Mdf/7RTyjdWYvNYcEZZ8GIKvy+KO4EG5fcdDXnXtH9InemabL0+VV89No6dE0jPsWLMhXN9T7sDhsXXDeHyReOP8XPSByptqye9//6AQd3VhAJRlBK4UlyM2bmSOZ9ZQYOV9fkoLmuhZd++yYHtpfhTfYweFgjecO243I14o53MGjYIByebDTHeWCfIYmkEGeAntxDe9xF4nQ62blzJwUFBScVZH+RBKPn/vXwQ3z40ockZrhwOD4pgGUqRUNlG4mpLm5/+ve4ExK7nFu85SAv/OplvEke4lM6V++sK2tA02HRz75MavbRy4KLU8M0Tcr3VNFY1YTFaiF7eCbJmUdf2faNP77Hmjc3MnhULlZbrFtEt0TwJtTQVFnK4DEjmHvNInRLzwbuCiFOXz25h/Z4UvqYMWMoLi4+4eDEwBIOtLPro03YHJZOyQWArmkkprtorguw9o3Xuj1/x0e7iYQiXZILgNScZHwNbexZJz9PpwNd18kbGeu6Gju76DOTi5Z6H7vX7iclK6kjuQAwDRstjTm0tY9j/RJFQ5WsZCvE2arHCcb999/PXXfdxeuvv05VVZWs83GGa6qppr01HOtP74bNZkUpaKqu6nZ/TWk9Lk/3UyA1TcNqt9JQdYx1R8Rpp6W+lUBrAHdi912jnkQ37a1BWurlb4IQZ6seD/K85JJLALj88ss79akqpdA07TMXHhMDj93lQrfoGNHue9JMpVBKYbN3P4DPGecgGo4e9fpm1MDhkumLA43NbsVitRANR7HZu/4ZiYYjWKx6t/uEEGeHHv/2L126tC/iEKeppIwscoZnsnt9Ge5EhX7EQL32lhBOt5XRc+Z0e37h1GHs3VBMNBrFYgnESnijgZ5AOKCjWy0UjJXiS6cDpRTVB2pprGpGt+hkD88kPrn7VW/T81LJyE+jan8NOSO6LmTWUNlESnYy4VCUbat24XDZySvK7nawqBDizNTjBGPu3Ll9EYc4jZ17xecp3/N/sQGdaS5sdiumUrS3hPD7IoyZPYKCcRO7PXfktGFsXrqO0q0fkZUXwOmOopTC32qjtsJD0YyZ5I+Rxef6W2N1E4v/vpKSLQcJtAUBSEj1Mn7uaGZeNR37EeNvLFYL0y+ZxKtPvEP1gVrSclKwWC0YhklDRSO+xlYU8OKvXyESMdA1jdScZM65bDIT5o+RGSVCnAVOqP2yubmZp556ip07dwIwevRovv71r5OQcPTFkMTANW7+BbQ1NbH0uX/TVBvoWCHdGWdhzOwRfOUn/3XUc93xGgtvbOGdZ32U7rERDTtRKJxxUcZOb+bCr7ZgtckCWP2ptamNlx97m9Id5bGWicFpsanEtS0s/+dHBNtDfO7r53VJCorOGUE4GGHlv1dTtrvy0FaF1R4blxNsC5KWm4wn0UM0YlBf0cjbTy9B0zQmzB9z6p+oEOKU6vE01XXr1rFgwQJcLldHJc+1a9cSCAR49913mTTp+Baq6i8yTfXEtTU1svat12isqsbhcDJ6zpyjtlwcpkKrUe1/wyCPsr1R6ipC6JpGVoGTrMFRNNWA5rkltqaI6Ber39zAW39aTF5RTqcZIQC+xjb8LX4W3fNlsoZ0X7nV72unZMtB2luD2F02Vvx7NVs/2IFu1dHQcCfEkZGfRlpuCjUH6olP8XDj/dfgjJPuEiEGmj6t5HnHHXdw+eWX88c//hGrNXZ6NBrlm9/8JrfffjvLly8/sajFac+TlMz8a6/v0TkqshmwYrE6yC9ykF90xKyDaBUqsuuUJxiRcISW+lZ0XSMhLR6LpftZMmeDbSt34vI4uyQXAN4kN/XlDZRsLT1qguGOj2PMrCIAlv/rY9a9tRGlwJvsQdOgpc5Hc20L/uZ2cgsHUbm/hrJdFQyfNKRPn5cQon/1OMFYt25dp+QCYqXCf/jDHzJlypReDU6cAVRr9wtgdbACn7FSZy+LhCNsXLyNTUu20lznQ9M0MgvSmHj+OEbPKDzrxgYopWhvDWB3dj+TR9M0NF0j2H7sehYNVU2s+NfHKAVJ6QlYD80gcbgchAJhKvZVkZgej2mahALhXn0eQojTT487v+Pj4yktLe2yvaysDK+3+xHn4iymp8WWY++OUkAEtFNTxTMaifL200t5++nFNNf6iE/x4kl0U7qzklefeJuPXlt3SuI4nWiaRnJmEoG2QLf7TTM2DdmbdOylAPauLz5UGyOOyBFTkx0uO6ZhUllcg9VuxXOU+hlCiDNHjxOMr3zlK3zjG9/ghRdeoKysjLKyMp5//nm++c1vcs011/RFjGIA0+wTQdMOTU89gmoAzYtmG3VKYtm7oYTNy7aRnptGZkE6cV4X7oQ4cgsH4XK7+OjVtdSVN5ySWI4m2B6icn81VSU1RMKRU/KYY2aNJBo1CPq7tlI0VDYSn+Jl2MRjLw3QUN2EI85Bek4qAX8Q0zQ77bfarNSXNTBoaAa5hV2ntgohziw97iL5zW9+g6ZpLFq0iGg09inFZrNx66238stf/rLXAxQDnLUI7OdA6ENQLtCSAAVmA2gGOD4HlpxTEsqOD3ejFMTFd60smpyVSMnWUvauLyYt59SvixIKhFj79iY2L9uOr6EVTdNIzUlh0vljGT9/dJ+OESk6ZwT7NpWwbflO3AluvCkezKhJY3Uzmq5xwdfmkJSReMzrOJw2zKjJoOGZ+Bpaaanz4XQ7sdmtGFEDX2MbyRkJzPvKzC7Lwgshzjw9TjDsdju//e1vefDBBzutphoXF9frwYmBT9Os4PoCWLJQodVg1gMaWHPRHDPANuWUjXtoqGwk7jPKllusFprrWk5JLJ8WCUd480+L2bxsO55EN6nZKZhmrJ7EG398n5Z6H/O+MrPPXie7w8ZlN11I5uB0tizfQXNNC5pFI68om8kXjqPonOMbgJs/Oo/Vb2xAQ2PkOcOp3FtNXXkDAX8QTdfwJrm57OYLKRgjhdWEOBv0OMFYsmQJM2bMIC4ujrFjx/ZFTOIMo2l2cMwD+4xYywUa6Kmx5OMUiot30VB59HVPjKhx1HVT+tLeDSVsX7mLrIIMXB5nx3bXECfNtS2sfWcTI6cPJ6ug+1kcvcHhcjDzimlMWTCeljofutVCcmYiun78vaj5Y3IZNmkIOz/aQ3peKkPGDyZ3ZDa+plYaK5rIH5PLrC+c02fPQQhxeunxX/jLL7+caDTK1KlTmTdvHnPnzmXmzJm4XKf+D7MYWDTNDpasfnv8WFfAQaKRKFZb5x99v68du8vOkHGn/tP1zo/2AHRKLg5LSIun8VDXTV8kGKZpUrm/hqbqZiw2CzkjskjPSzvq8Uop6sobqD1YB5pGZkE6qYOSgdgYi0u/dQE2h5W964upK2sALbZuycjpw7johvl4k2TpdiHOFj1OMJqamlizZg0ffPABH3zwAY8++ijhcJgpU6Ywf/587r///r6IU4iTNnL6cLat3EXJ1lLS81JxJ8ShVGzp8abqZiaeP4acfhh82FTTjNPdNbmAQyvO2iz4Glp7/XFry+p5/2/LKd1R3jFtNCHVy/h5Y5h11TRs9s7lwVub2lj83Ar2biim3RebdeJOiGPktGHMv2YW7vg4PIlurvzuJVSX1FKxrxplmqTmpJBXlH1W1xoR4mzU40qeR9q+fTu//vWvee655zBN87RfTVUqeZ7dmmpbeP9vyzutueFNcjN65kjmfnlGv1SXfP6hl9m/6cBRZ1YUbz3InC+dy3lXz+q1x2yua+HF37xKxb5qMgenExfvwjRMmmtbaGlo5dyFk7lw0byOcR+hQIh/PfoGu9fsIy03tWPaqq+hjYbKRkbPLOSK717cJSkRQpxZ+rSS5549e1i2bBnLli3jgw8+IBQKMXv2bH7zm98wb968E41ZiFMiKT2BL95xGdUHammoaETTdQYNyyQpvf/W0Sk6Zzh71u0jHIp0WVSsrdmPw2Vn2IRjTxPtia0rdlG+t4r80XlYLLFxFrpFJzkrCYvNwuZlO5gwf0xHd8ne9cXs21BCbmE2ducnMSakenG47Oxeu4+SraWMmDy0V+MUQgxcPU4wRo4cSVpaGv/xH//Bj370I8aOHXvWVT8UA5umaWQVZPTpoMmeKJw6jGGThrBn7X5SspKIT/VimormmhZaGnxMWTCBnBG9N3bFNE22r9qFJ8HdkVx8WnyKl4aqpkNdSbEEY/e6YnRd75RcHOZ0OzANk70bSyTBEEJ06HGC8b3vfY/ly5dz77338vrrrzNv3jzmzZvHrFmzZKqqECfAGedg4S0X8UHyh+xeu58D28vQtNgaKXO/NIOZV0zt0WyOYzGiBqFA+LPLg2tap3Le7b52bI6j/7mw2mwEfN1XAxVCnJ16nGA8+uijQGzJ9hUrVvDBBx/wX//1X2zfvp2JEyeyatWq3o5RiDOeN8nDZTdfxIzPN1FX3oiua2QNyeiTktpWm5XEtHgq91WTlNG1a8g0YhU4PZ+a8ZE8KIniLQe7vZ5SinAoTFJmYq/HKoQYuE74Y5FhGEQiEUKhEMFgkFAoxO7du3szNiHOOsmZSRROGcrwSUP6bL0OTdMYO2cU4VCk20XM6soaSMpIYNjE/I5tRdOGY3PYaG3qWvK9pb4Vl8dJ4RTpHhFCfKLHCcb3vvc9xo0bR0ZGBjfffDOVlZV861vfYuPGjdTV1fVFjEKIXjZ6xghGzyikcn81NQfrCLQFaW3yU7qzAlOZzPniucQnf7J4Yf6YXKZcNI7GqiYq99fQ7gvgb2mnYm8VvgYf0y6ZRPbw/qtxIoQ4/fS4i6SqqoqbbrqJefPmMWbMmL6ISQjRxxwuB5fdchFZQzLYsnwHLfU+dIvO0In5TL5wHMMnDel0vK7rnP/VOaRmp7Bp6TbqKxpBg6yhGUw8byxj5xTJYG8hRCcnXQdjoJE6GEJ0Fg6G8TW0YrFaSExPOGaiEI1Eaa7zAbFpv7JwmRBnjz6tgyGEOLPYnXZSs49/BVmrzdpRHlwIIY5GEoxeplQYVBA0Z2ztjR6IRqIE/SFsDisO1ycVJY2oQaAtSDRqYLVacHmcx/2pMRwOU7W/Ft2iM2hoRpdyzZFwhFB7GLvThm7R8fvaaahsQtc0Bo3IxG7/5Dkosx2IguZG0/r+U6tSCpQfUIce8/iGDCllHDrPiqafHlOng+0houFoj967o1FK0d4amxLq8jgJ+kMo08TldfXqdNYTiSvQFsTfGiAaiuBNcuNJ9KCUIugPYhr9H6MYmD79d+po06vF6UcSjF6ijHpU+COIbAQzBHocyjYFzTEdTU/8zHMDbQE2L9vBluU7aG1qw2qzMnLaMEbPKKSqpJZVL63hwPZSWhvb8CZ7yB+dy8wrpjF+3uij/rKFw2Ge+e8XWPnSalrqfGgaJGclcd41s7jmJ1fR7guwack2tq7cia+xDV99K1UlNTRWNREOhNF0nYQUDzOvmM43HpyBQ9sA0V2gTLCkgX0q2Kf2OIk6rtdSKYjujC3vbuwHFFgGgX0a2CYdNblRKgzhtajwajAaQLOgbEVo9nPQrL1bCfN4Ve6vZuOSrezbUEI0apCYGs+4uaMYN3dUpyTyeCil2LO+mE1Lt8UGV9a3Eg6GsdqtJKTFk5mfzvi5oyg6d8QpXfdDKcXeDcWs+NfHfPzGhliFVA3cCW6GTx5CZn4qbc0BlGmSlpvCuDmjGTNrpHStiGPyt/jZuGQbW1fspL01gN1ho+jcEUyYP0Za0QYAGYPRC5RRjfL/BYwDoCWC5gLVDsoH1uFo7kVoeve/DIG2AK88/ja71uwjzuPCnRBHOBShqbqZ1qY2DMPAV9eGaZrY7FYi4Qi6RSc9N43pCyex8OaLuiQZhmHw3wt/ydblO1AKHC4bShFLHCw6UxaMJ39ULge2leFw2ancX82BHeUED63NYbHqaFosl/AkmXzuqwbX/TgTmyMVsILZAoTBfi5a3JfQtN5df0KFVqECL4MKgZ4MaKCaYzvt89BcC7u0ZigVRrX/A8KrAQfo8UAUzEbQE9HirkazndpBycVbDvLq79+hpdZHQlo8NruVtmY/wfYQY2aN5LKbLzzuJEMpxeo3NrD0+ZVEIwbhYJiy3ZWE28PYnDYGDY3VzFDAuQunMP/qmaespWD1mxt44w/vsf3D3YT8ISw2C2ga0XAEM2ricDuYMG80qdkp+BraMA2DKZ+bwIWL5soCaOKoWpvaePl/32LfphI8CW7ivC5CgTAt9T6yhmRwxXcvJjM/vb/DPOv05B7a479AQ4YMoaGhocv25uZmhgwZ0s0ZZzalFCrwFhgHwTIcLJmgJ8SWJbcMgegeVHDxUc9f/94Wdq3eR87wLDIL0vEme0jJSsLldVFVXENNSR0Wu4XU7GQS0xNIzUnBarfR5vOzZdkOtizf2eWarz7xLltX7MTmsJGYFo/L4yLO6yIxPQGLRWfNmxtY985m8oqyCQUjNFQ1EWoPommgW3V0i47NacfmtOD2Rtn6YZhVr+ugp4KeCNbBoGfFbuaRTb37ehq1qOBbgBWsw2IJhp4ElgLQkiD0Qawl5UjhDRBeA/ogsObF4tRTY++JakcFXj3UxXNqhINh3v/bB/ib/OSPySU5MxFvsoesIbES5dtW7ur2vTuamoN1rHxpNc44B2k5ydSXN+CMc8SKcSXE0VDZRHyyl8TUeNa8uYED28r68Nl9ora0jpX//piy3RVEAmG8yR48iW7ivE40NJQG0XCUkm1leJLc5IzIIikzifXvbmbfhpJTEqMYmFa/uYF9G0vIG5lDxuA0vMkeUrOTKRibR/WBWpY+v4qz7PPxgNPjBOPAgQPdrpgaCoWoqKjolaAGFLMqdsPTs+DIpnvNFrvJRTajzKYup4aDYbau2Ikn0d2pFcI0FbWldVjtVoLtIWx2a8fIfg0NT6KbkD9MOBhmywfbu7wfy55fiTIM4ryuLo/p9DiJhg2aapoxTUVdaT2B1iBKgcVmQdM0TEOBAqfbxDShtcnCusW1nS+ke0DTUeG1vftLHtkGZhPomV336YlAFHVEUqOUQoXXAFbQjyhOpWmgZ4NRBdHjv6GfrOItB6k5UEfmkIwuszKcbgcOl6Pb9+5odq/dR1uTn+SsJBoqmwi2h4mLdx26nhMjYlBf0Uh8ipdwMMKOj05N0bvda/dTV9ZAa0MbtkPjeACioSgKsFh0dKtOS72P2tLYBxNvkhvTVGxb2U2iKATg97Wz48PdJKYlYLN37snXdZ2MwWmU7iinqrimnyIUx+O4x2C8+uqrHf/9zjvvkJDwSYlhwzBYvHgx+fn5vRrcgGA2xQYU6t0vtY0WD0bFoZtmUqddbc1+2pr8eJI63xSNQ4M9rVYLylQos/MN3GLRQSksNgvNdT6C/hDu+E8GM9ZVNKBbun9rtUOXCgVChANhIqEIRvTwTU5D01Tshq0UNpuJaYDu1KmviHRzMS8YNUAU6J1uEmXWAtZYYtDtE4iLvZ6dhMCsO9Qt0t05h2LrJsnrKy31rbHX0N79++BJjKOlvpVgWxB3wrErdtZXNGJ32tA0jfbWIBaLjsYnr5HVZqWtxQ9AnNdFbWl97zyR44grGjGIRKK43M6O7aYZKzeuaTooMKMmbc1+ILZ4mjs+jppSKcwnuudraMXvC5CaldTt/jivi7rSBprrfAwa2s2HEXFaOO4E44orrgBiZYavv/76TvtsNhv5+fk8/PDDvRrcwGAj9jJGgG4GPKoIaNZu91ntViw2C9FwtNN23aKj69onLQNH3GvVof+ZhsJitWC1dW45sTvtmGZr9+Fqn3oMi45m0Y7ajqWUhqbFWlTszm4OUpFYSwa92Y/uBD7jU72KxMa4dGKJJRFm17LXsXMUYH6SaJwCNrsVZcZaV7qrKxENR2Pv3VESkCM54hxEI7HXxWqzdEk6DcPEarN2XNsR17MBpCfKEWdHKYWu6Rim+uQnQdOAwz+/OqA6/ZxGQhES06UOjeiezW7FarUQOcrPshE10XSOmsCL08Nxd5GYpolpmuTl5VFbW9vxvWmaHeuQXHbZZX0Z6+nJOhgsGWDWdr/frAVLbmxMxhG8SR7yx+TSVNPSqZvBYrWQkp1MOBjBard0+TAfag9jc9hAKQqnDu0yUHD83FEopbptfjdME13X8SZ5cHmcxKd4cThj5yvTRJkKTdfQLToBv47NDharwejpRyyKpczYIFbbxOOePno8NNuIWEKmulmZUxlAEM02rvM5mg2s42MDQZXZzXktoHliYzpOkbxRObgPtVJ0CUcpmut9jJgy5LgHeQ4ZNxhNi3WrJabHo+ka0UgsMTUNE2WapGQlYUQNwsEIhVNPzXMdMm4w8aleXF4X4U+taxJLJjRMU6FME6fbQWZBrPXCMEwCbUGKzhlxSmIUA09yVhLZI7JorOq+1bGhspHkrCRyCo/ScixOCz2+M5SUlJCamtoXsQxImuZAc8wFIrF+fnXopq6iYJSDZkVzzO12aqWmaUy+cDyexDgq91UTOdSSYZoKp9uJzWHDk+Qh1B6O1RFQJsH2EP6Wdmx2Kxn56YyfN7rLda+6/TISUr2xaYyHltw2lUmoPYS/yU9SZgL5Y3KpPlBHZn46ienxWG0WjKiJaSo0i45hmISDEPBrDC40mHNVyqGWAGJ1PoxisGSh2Sf37gtqHQ7WMbFBs6bvU4/ZHpuyai0A24Sur6VjWizRM4pjs08gdq7ZBGYN2CcfvRurD6QOSmbc3FE0VTfRXPtJAhkORSjbXUlSRiIT5h//rJZhE/IZMj6fst2V2J02kjITaW1so93XTkt9bJZKXGIcpTsryCnMYuS0U5RgjM9n+KQhJKTG1i3x+9oxjVgSq1CYURMU5BVm44xzEmwPUbqznEFDMxh1riQYonu6rjPtcxNxxDmo3F/d0XpnGib1FY2EAiGmLJjQqVtOnH6Oa5rq7373u+O+4Pe+972TCqiv9ck0VWWiQsshtDQ2LfIwSxqaYwHYp31m+eU96/ez5O8rqStriI1/MBXeFA+5hYOor2hk+4e7aK5pIRIxsNli5ZzHziriohvnUzAmr9trrn9vM7/99h9prGqKDdokNv00PS+VHzx7GyF/mBX/+pjGqmZa6lupKq6mqboZI2p26kZJy0ngB78fyphpjaDaAC02mNWSh+a6sk/qSyjThwq8BJHtscQCDbCBbQia64tolu77XFV0f2x6q1F6qCVDxcaJ2Ccdmtp6av8YhUMRPvjHh2z5YDttTe1oOmi6TmZ+GhdcN/eo793R+BpaeeeZpezffAB/czs1B+tobw3gjHOQkZ+GOyGOvKIcPnfj/B5V5jxZvsZW3np6Cctf/Ijy3ZUdXX4WqwW7y05SRgKDhmaiW3SsNgs5hYNYcMP8Pp1ieLSuqd46Xpwa21btYvmLH8XWviH2PiWkepl28SSmXzZJpjn3g57cQ48rwSgoOL6biKZpFBcXH1+U/aQv1yJRZgtE98RuipoHrIVouue4zg0FQhRviRXTsjttDB6dS1J6AuFQhJKtpZTtqqCxqonkrCRyR2ZTMDYPu+OzxxQEAiHefXoJu9ft71ii+8Lr5nT8Ura3BijecpB2XwBN1zBNk63Ld1Cy5SBOr4ui6cO59FsX4HQ7wayGaDFgxGbGWIf3ev2LT1NKgVEWSxYwY7NKrEOPWUFUqTBE94LZQGyq65CjJiSnSkNVEwd3lBMNR0lIiz+u9+5oTNOkcl81VSW1Ha07KjYhlLTcVHJHDjplf3TDoQjhQBi7y47NbqVibxXbVu1i1+q96FYLg4ZlcM5lU7BaLVTsrcI0TFIGJTN4VA4AgbYgVrsVZy+NFwn4g+z8eC/bV+2kpa6V+FQvY2aOpOjcEd1+0o2EI2xZvoMdH+6muc5HnNfFqHMLGT2jkPgUbzePIPpDwB+kePNB/C3tOOLsFIzN67TSrzi1ej3BOJPIYmdCnJzmuhY2Ld3G9pW7CAbCOOMcJGclEglFaKhsQinIzE9j/LwxFJ0zvFPBr2B7iM3LtrPlg+34Gtuw2iyMmDyUieePPakWDX+Ln1eeeIe964uxO2w43U6C/iDhUIThkwq4/Nufw5P4yWydvRuLef6XL7F3fTFKgTvRTWKqF0ecg5zCQVzxnYtJyzl1rUBCDBSSYHwGSTCEOHENVU289Ns3KdtdQXyKF2ecg9LdFZTurMDldlJ0znBcHmdscKsGMz4/lXlfnoGmaQTbQ7z2+3fY8eEenB4nnoQ4IqEIzfU+UrKSuPzbCxg8KveE4nr32aWsemUtuSOysTs/aR0KhyKU7arg3Mun8LkbzwNg28qd/O2+f3JgRzkJyR5sThuh9jCmUmTmp2Gz2xgxZQhX/+hKWTdFiCP06WqqX//61z9z/9NPP93TSwohjkEpRcXeKvZuLKG1sQ1PkpthEwrIGZF1ym6CSilW/OtjyvdUkj86F4vVgr/FT0udj/gUD5FghJY6HxmD04hP8dJS52P16+spGJNH/uhcNi3Zxo4PdzNoWBYO1yfTtpMyEyndVcH7f1vBop99CZu9Z91HvoZWtn+4h6T0xE7JBYDdYSM5M5GdH+9hxuVTAXjvr8upr2wiPtmDJynWhelwOQgHw9QcrKNg3GAO7iinfE8VeSOzT/JVE+Ls1eMEo6mp87ShSCTCtm3baG5u5rzzzuu1wIQ43XW3+m3AH8SMGjg9zs8cC2EYBsG2IJFwFKvNitPt6Khj0d3jLH5uBRsXb4wVYLM7iEZM1ryxgfHzRnPBdXN6fFM+EQ1VTezbWEJqdnLHQmX1lbHF8RIzEgjZwtRXNpLblo3L4yQhLZ7GmmZ2rd5D9vBMtnywHZfX1Sm5gNjYrayCdKqKazi4vZxhE3s2cLixupm2Zj/Zw7pOBQeIT/FSvreKhqomGquaqKtowGLRu6zhY3faaW8L4qtvJc7rorGqSRIMIU5CjxOMl156qcs20zS59dZbGTp0aK8EJcTpzO9rZ/PS7WxdsYO2lnZsDhtpOSmYhkldWT2mYZKclcS4uaMZN6eoU+IQjUTZumInH726jn2bSmip8+FOjCOvMJtZV53D+HmjcHk+KSSmlGLN6y/x8cvLSM4Ik5VjAS0BLNm0+tyseWsj3mQPs66c3ufP21ffSqA1QMqnVrFs9wXQrRY0NOxOG62NIULtIVye2KBKl8dJzcFYOXpfY1uncRCfZnfaMQyDlnpfj+M6XDTONAywdU3qjKiJfqi2S0udD13T0HQN1U3NFLvDRltTGy6Pq6PsuRDixPRKGTRd17nzzjuZN28eP/zhD3vjkkKclvwtfl5+7G32ri/GHR9HXLyLmtI6Vr++HqvNSuHUYcSneqnaX0Pprgoq9lZx8TfOw2qzEo1EeeeZpax8aQ1VxTUYEQObw0ZLjY+ttT4qi2so2XqQz3/nYuK8LpRSBBrfYtN7bxLnNohPPjQjyawDsx6vdzjBhHg2L9vO5AvHdUpM+sKnK89aDrVCWG0WTCN2ozajZkeRtsMioVglRqvditVm6aj1ciTTjK1/c7yVTT8tMz+N1EFJNFY3dztQtKm6mZRByWTmx9avsNgsxKd4aaxq6lLozDRMlNLwJrnJHt59i4gQ4vj0Wp3V/fv3E412/8dDiP6klIqtahvZGJtqq9nAOhrNPqnTFFYVPYgKr49NNUaLTTO2TwLNEtse2cmalxrYszpMTtFwjKibyuIadq3Zh8USxBpnYDHrmHOxA39rKqX701n39gb8LX7aW4NU7quifE8l0YiBrusk5ySiabGS8G3NfgKtQbat2k1OYTazr5oOxkFq979HU61Gel7KoZLbxEqlm36I7icpbRJVB5qpOVhP/ugTGyB5vLKGpJOWm0pDeSODhsVet6SMBCqLa4hGDdrbAngS3R2tFNGIQTQSZcSUocR5XQwdn8/697eQmBbfpeZEc20L3mQPeUU5PY7L7rQz8fxxvPPnpTTVtMQqnR56XZvrfATag8z58rk4XA7yirJxxjlwuhw017bgb2knLt7VcXygLUBCWgKjZ4wg5SjrYAghjk+PE4w777yz0/dKKaqqqnjjjTe6rFEiRH9TSqGC70Po3VgFUs0LGBB9AxVeC3HXoNlGoMJrUO0vgWo9dIyC0Huo4DuxC2k6wXY32z5sJD4xBKFmSnc6ObAL7PY2ho3xo+lRakqtVO4LMGJSC7o6yJq33Lz3l2pGTB5K1f4aGquaCQXCJKZ9Mvpa0zTcCW5a6n2YRqwWybSLJ2BTm8FsRykHXcZxanGgGtCoRZkelNlNifReZrPbmHbxRN784/vUltaTkp1MUmYiienxVO2vwRHn6CioFWgLUlVSw+BRORROjXWdTrxgHPs3H6B8T1VstobDhmkqWupa8DX4mH3VOSSlJxwjiu5Nvmgcfl8769/ZRMnW0lgXiKnwJMYx+6rpTFkwHoCcwkEUThvGpqXbGDQkg5rSeprrYq97wB/EHR/HzCunMe/qWZ2ur5SirqyeA9vLiYQixKd4GTohv9sVi4UQMT1OMDZu3Njpe13XSUtL4+GHHz7mDBMhelNshnUUsHb5RGxEDTRdQzP2xJILXGDNjZVwRwc0MItR7S+iXF+A9pcBEyzDP1nJ1WyH8JJYVVDHebS22vC3tRGfHEdLQyUJSS2kZKaTmOTH5Tbxt7oI+BUHdkbxJCew+u0wGq0kpblJH5xK6a4K4uLjiISi+FvaD03VjH3a1/XYY+oWnbYWP23N7SR5q0jJcuNNjtLSECEl61PN+ZoGykpLbRPe5ExSspM5FcbOLiLoD/HxG+sp21UOaMR5XaTlpuJw2fG3tFOytRSb08bwiQVcdMP8jpV+c4ZncdktF7HkuRVU7q9Gqdj6N55DY0hmfeHEx5FYLBbmfXkGo2cUsn/TAdp9AeLiXQydkE9aTkrHz4fFYuHir5+H1WZh15p9pESSaGvxYxomQ8fnc+ktFzBh3phOM3PCoQhLnlvO1hW7aPcFYsVs0UjJTuK8a2dTNH34Sb2mQpypepxgLF26tC/iEOK4KRWGyOZYC4RRC5odZZuEskxk17pmtq7YSW1pHVablRETahk7pZW07DYIfBxboA0NtFTQE0DtgMh6UH6wjqXT0vNmHajDyUgtNnsOFqtOW1OAQJtGYiqkZTVjtUZob3NhmqBZNDTdpHR3gKqDNlIyTaKGH03XsFgtsZVHrbGbl7+5HXdCXKdl15UZWyHXZreC5sKdYDD63HhWvFSHO8GKM+6TQYyhgEFzvcHsL43s88qGbc1+tq/axZYVOwkcKk8+6NxCsgrSSUyLJ39sHs21PqpLaqkrb6CxspGG6mb+34P/JqdwEONmj2LohHyGTSggb2Q2xVsO4mtow+awkj86l6SMxJOOUdM00nNTSc/97LWSXB4XC29ZwPRLJlO+p7JjUO7hqbdH+uAfH/LxGxtJyUoiPS8VTdMwogbVB+p484/vEed1nnD9DiHOZD1OMEpKSohGowwf3jlr37t3b8ey7UL0FaXCqPZ/QHhNbE0UvKB8qMArHNz1Csv+nklTfTyeRDftwQAr/rWbnSsbuGxRNYNHhIklDwao/WACuEE3AAXRbbGkwjYWNPuhVVgPJxgtJKQWkFfoYsNiHy4PmKYVb2KIUDsYBvh94PZCSpZGdWkEw7ABGkmpCk2DtJwUfA0+LFYdI2oSDkUwDROLxUI4GMFi1TFNg/wxuXiTPRAZhQqvY8bFXpprw+xY40PTNJxxOqH2KKZpMHrmSGZeOa1PX/Om2hZeeewtDmwr65hm2lTVTFVxLdFQhInnj8UdH4cnwY2v3seOj3bT1tiGN9mLrmtsXbGTrR/sYMqC8Vx043zsTjsjp/Xvp35N08gYnEbG4LTPPK6xuokty3eQlJHQsaAbxNZZGTQ0g4M7ytmweCt5RTmylokQR+jxPKwbbriBDz/8sMv21atXc8MNN/RGTEIcXXh17EvPAksBWFLBMoj66hQCvhKmzD3I4KJMkjMTSc9NpaAoRHNdkPf+kUg4nBAbIIkGHP6k2g7YYmMatITYyqvRg4f2WQAV+9J0NE1jyvnJuDw6TbVgRhWabkXTLbQ2moTaFYNHKBwO0DRFJBSrceHyxgEa6XmpeJO9WKyxmRhGxECZilAgRGtTGza7jdScFKZcOD52s7KOBtsInM6DXPb1eK66LYeiqV6S0jVGTAxx5W2FfP57X+vT2SNKKT74x4cc2FZGXlE2WQXpJGcmMmhYJjnDs9i9dj8fv74eiJUQf/9vy4kEo+SPySM1O5nW5jYObitj45Jt/N8P/sods+7mX4++TjgY7rOYe1PZ7kramvwkpHatWKhpGonpCZRsLaXd194P0QlxeutxgrFx40ZmzpzZZfs555zDpk2beiMmIbqlVBQVXg2aA/TO9RSqDzTQ0uAlNbOFhKS6ju0aIbIGR6gus1O8wwoYQIRY8mAn1oyhHdpuARxgVoIKg54EKFAG6LF1KQpGu/ncogw8CRq15SYlO1w0VDlwxFkYNi7KoCFBgu1BktLAHW/F7rRjdWShoeHyOBk5dRiZ+ekd3SXVB+poqmnB5XEyasYIFt58UUdzu6bHobmuBdsE7PZmRk2q5qqb2/n63U6+ePsMxpz3bRyuExsUebwaKhs7imsdWQjM7rSRkBrPtpW78Lf42bu+mMaqZjIL0tA0jZ2r97Lh/a3UVzZisVnQgMr9Nfzrkdf57bf/SDgc6dPYe4MRMdA0rWOMzJEOT9M9vJy4EOITPe4i0TSN1tbWLttbWlowDPklE59QZiNEtqCiZaDZ0KxDwToKiKLCm2NjH6JlmKafimI7ezfH4Wuy4UlykJrtoXibhd0bg5imlfxRuYydNYj05J34fRroJkkZCSSlJ2CainZfO7rVja4343D5UKYGRj2oVmx2hTIMGqs1YgmF4pOkQgfsoDlBNQEeUIFDM04SY8dq6tB/x0w5P43E5L1sXqk4sLeQgsKDFE2qJRSKp6EygMXmpnBKAU53I5tXGTgSUog7NKzDnRhHRn4aniQ3Y2cVgaaRmBZPTuEghowb3GVlUc2SAu5vglECRmVsoyUbLPlo2iefDwJtAfZuKKF0VwXRcJSsIRkUTh1KYlrPEhClIhDdi4rsBOUn3GJgs1bjTR7V7fHeFA+1pXU01fqoKasnFAyzb9NBag/WUra7ArTYIFC7w4bFomO1WfGkeNi4eCvL/t9KLrp+fo/iO9US0xOwWHVC7SEc3az62trYRnJWIu6EuH6ITojTW48TjDlz5vDggw/y//7f/+sohWwYBg8++CCzZs06xtnibKEiW2LTPs1aYl0QJiq0CvT42EyO6C4w6jHNNmorNCp329nxoYfWJgf11Q4O7rFhGOCKs6JZ49jw3hZeedzgmu81kjvCTntrG5X7qknNTmbIuMFoWmy5eTBQ4f0QhsOtD0qBUiYWqz+WOHBozMXh8Ri6IzbuIrINzEYgHLuha26wn0tsDEY1mAagoaORN2oce7alE4kEKdmTR3JaO+nZ9QwZbSUjPx1Pgp/Erw3CsGSzd2OA6gMHY9UmTZPE9AQu+eYFjJvT/U37SJqmg3Vo7KsbtaV1vPbke1TsrUI7VKVy89JtrH5jPQtumE/h1GHH956Z/tj4lujmQ7NtbHjjmplzSR0NDQaVpWM5stHTOFTTAxR71xdTvPkAkWCUgD9INBybyeNvbifssGK1W7E5bHgT3LQ2tLHypbWnfYIxeFQO2cOzKN1ZQV5RTqeWjIA/SLA9xLi5o49a5l2Is1mPfyseeugh5syZQ2FhIbNnzwZgxYoV+Hw+lixZ0usBioFHGRWo9hdj0zwtwz8pEGX6ILQUCINyAIrKkjiKd1rIGuxn/pUtrF2cyNbVTsIhhc1uwZ2gsNpDhANWQgHFslecXPeDCInp8UTCBjUH67DaLKQMSqKxsphwIIivIQhaOmhW0P34m5twunVyhhqAh1jrhU4swQiCJSs2o8Q+DSJbQPOA4wI022CwFcWOjexERUsBhWYdhCthFBffYmfkzFLKd1dimjOwJ7eRWxjF7tLRLOl4EsZw1R0eSneWc3BHOeFQhKT0BIZPHtLjloWjCQVCvP6H9ynbXUHeyOyOG51pKqqKa3jzT4tJTE845mBGABV8AyJrwZIXG5MCOLwRLNbVDMreTDQST21V53VCGquayChIp3JfNeW7KwkFwui6fmggq9aRVEUjUYyoQcKh+h/OOAe1pXVdYuhrSkUhuhMV3hgb0Kt50GzjwTYWTe9axtxitXDhorm88tjblGw9SHyKF5vDhr/ZTyQcZczskUw8b8wpfx7izGSaJpX7qqmvaETTNbKHZZKandLfYZ2wHicYo0aNYsuWLTz22GNs3rwZl8vFokWL+M53vkNy8qmZiy9Obyq8IdYSYBnxSU0JALOBWGtAO2ixdTmqS51YrQaBVgsJKQa+Fp32Vg1vgsIwFG3NFnRrGE3T8CZ5qCk12L4mwuzLmvC3JeKOj6O+ooERk9NQkQC7Nlhpa03GcuhG629LpLainfEz/AzKV6BbgfTYzYU20NLAkh+rdWHWgyUFLe5rsQqen2afgGaf0GmTzQ4jJg9lxOSjr8Fj0aFg7GAKxg4+4dezoaqJXav3cnBnOQD5o3IZOX0YyZlJ7N90gPI9leQWfpJchIJhGioaaaxuorGqmX/85hW+eOdCsgoyjvoYyqiF8CbQMzqSCwCr3UZi5hCaq7aQkLCD2qo8wIJpKhqrmjCVYsL80ax/dzNWuwWr1YJhxkqGQ6xLVdd0jKgRi08pIPbex7s8J/yanAilwqjASxD+KPZ+a3GgylGRrWArhLivould/4ZlD8viyz/8PFs+2M7Oj/cSCUcZNCyTsXNGMWZmYZdF04Q4EQ1VTbz3l2Uc2FZGOBhBKYU7IY6ic4Zz3jWz+nwpgL5wQu16gwYN4oEHHujtWMSZIrozVg3zyGl7hxMMTFBh2tt0Au0Kt8dAKQ3ThKAfQEO3gKYrgu0mhMHuNNE0jXDYwZrFVs5ZAPGJdcQnQntrOxbdjTd9IpUHK6gpM1DKj1LgjLMxblYWF315F5oWAjMIuAE9NmvElhfrDkGBnoTmvARsE0/t6/UZ9m4o5q2nFtNY1YwzzoEC9qzdz7r3NnPJN86PFawyVaxuBtDa1MaedftpbWrDYrEQCYVZ985mwoEw86+excTzx3Y/ndIoi1Ux1bsmIdnDslCmD7QKag/swd/mBqWIT/Vy/rWzySzIoKGyCV2z4ElyE40YtDa2oZTCMAw0NDRdx+6wEQlGiBom4WCECeeN7eNX7wjhjyG0EvRMsHyqbogKQ2QXqv1VcF/f7euTOiiZ866ZzdwvzSAaiWJ32mVaqug1bc1+Xnn8bUp3lJOZn05cfGwtIl9DG2ve2kQ4EOHy2xZ85grNp6PjSjC2bNnCmDGx6nZbtmz5zGPHjRvXK4GJAUwdHkTZZUen/1ZKi42h1D61WxEbVNnt+bFjm+vi2LRmBsmpVdgdfqpKmtETrqRwoo2v/eB59u/IpLkujMWmkzvCRfZQF7o2HCJbwWyKjauwTQfbCDSjGAiCFg+2om4/wfaXpppm3npqMW1N7RSMzeu4oSmlqNhbzVtPLSa3KLujUFc0GmXvhuLYtMq0BHRNw99iwe6yg9J4/7nlpGQnM7jb9T5UN9tiNF0jd0QO6dl2ovaZtDa7cSfEMXRCPknpCVQV1xyqqqqwWK0kZybhTfJQsbeKUCCMxarHqqpaLUQiBjUlNaRmJ3PB12b3wavWPaXCqPDHsWnK+hFFyTR7LOmI7ozNILIcfYl2i9XSbTEuIU7GztV7KdtZTl5RDtZDKwJrmkZCqhebw8rO1XuYcN4YCsbk9XOkPXNcCcaECROorq4mPT2dCRMmdCwMdCRN02QmyWkqHIoQDoRxxNmx2W3dHhONRGn3tWNE6rBa2nC5dXRHGvqhBcEC/iBGxMDldXbJpKPRCAFfAxarwmnJhuiB2NiGT9OSgKpD31iJ80RwuOwEAxbiPFEsVrC7YvmJaYJhaFhtsdaMaFRDtyqiEYOkrEQiYRc1lUNoa/bT1uxnfuZoNGsbcfFOxp5rjY2p6MQFljRwnIvmvvWTGRi2Y3ddKBU+NKvEiabZj9inCPqDmIaJy+vqVGL6ZO1cvZfGquZOyQXEfs8GDcvkwLZSUnNSUCiMqEFTdQutjX68KV70Q8eHQxHSB6eSlptCybZStq3cyeCiHAzDINAaxGKz4HI7Y++VFherdKolHH5yRMJRNE3DamnE4c1h4gVz0bTOPz/JWYkkpCXQ0tCKaRhEowYuj5PsEVnUHKgl0BYkGjIwDQUeBwVj8rjx/mvILex8Iw+2h4iGo7g8zt6/iZuNsVlFn5oN1IkWH6uBYlR9ZoLRF6KRKEF/CLvTdsLdLaFAiEgoitPtkAGnA9DOj/dgdzk6kotPi/O6qC6p5cC2sjMzwSgpKSEtLa3jv8XA0VTbwqal29i+ahehQBiX28mYWSOZMH8M8SmxT3L+Fj+blm5n16oXSM/YzJiptaRkhgn5QLPYCEcK2bR2BpuWuzENk6TMRMbPHc3YOUUoFWHrklfYt24Z8QnlZOW1kZBmJzHVJCE1ANYxoB/6o6l5wWwlNoujHZvNJH+kwZ7NTuK8Bu1tOgnJJq44RVuLjtUWK8dtc9ior7bgb2nHZreQf6hORCQUoba0nrGzRx5apjsNrIdaKrQhsVVTDzObAIVmn9ZpeudnUWYzKrQ6NvDRDIDuQNkmodnPQbOkUrKtlE1Lt3FwexmmYZKSncKEeaMZM2tkr9wgy3ZX4HB13xSv6xp2px3TMMnIT6N8T9WhpcYVFouOUop2XwC7w9ZROtub5GHf5gOsfWcTW5fvoLm2Bd1qYdjEAibMH82gQaMgvBqFk7pyH9UHamlvCeBwhUjPNrDEn8ugkV2TU7vTTlpuMuvf3URLfSt15Q2YpokyARRG1MRi1XF5HIycPoIr/+MSRp0zouP8in1VbFq6jX0bSohGDRJT4xk3bzTj547qxfENhyqyHrWlRn3quFPj8O/d1hU78fvasTtsFE0fzoTzx5I66Pha0moO1rFp6TZ2rdlHNBLFm+Rh/NxRjJs3OpY4igEh0BbE7uj+gx/EWs6C7cFTGFHvOK4E48orr2Tx4sUkJSXx7LPPctdddxEXJ/O+T3f1lY289Ls3Kd9dSXyKF2ecg/bWAIv/voL9mw5w5X9cgsVq4eX/fYuWileYMnsPIya24owzMaKx8tcWQli1bQwfto/6svlUV4yluqSOsl3vcXBXKYQ2Url3E9POqyUxzaC91Ub1gQBtTVE0dhOfXAfWwlgLgLE31hx9eLlxAqRmtuN0Bdm/3cW6pfG01FvJKlAc2KlhRE1CIY1I1IUZjWCaioyc2Ijqst0VRCMGQyfkc8F1cw/dhDVwXYVSQYjuIzY91gaqPVacy3E+2CYf12unzEaU/y+xpdu1hNinezMAwTdRkR1s3TiDd57dTKA1SGJaPFablYo9VZTuLKdyfzUXXT/vpJMMDY1uGgo/HSV2p41LvnkBrz/5Ljs+2k2gLYDNZiUSiWJ32igYk9eRSBpRg/K9lbRUt2B32fEkeTAiUda/s5m96/dz+S3nkD/UR23xKhoqWtAMC6lZGqahsX55Bvt2lHPBdduYML/zrIk1b21k77pi7E47hmEQCoS73MdNwyTOG0ec18U7Ty2hoaKRCxfN5cC2Ml578l2aa1pITE/A6XJQV97Im398n9Jd5Sy8+aLeSTL0lFjLRLSkaxcJxGqgaAmxGTSnQFuzn5f/9032bjyAJyH2uoSDYVa+tJq9G0u44rsXf+agXIDSXRW8+vhb1Fc2kZAaH1uCvqaFt59ewoHtZVz+7QUDcmDg2SgtJ4Xa0vpu9ykVa6HsrZlnp9JxJRg7d+7E7/eTlJTEz3/+c2655RZJME5zSimW//MjKvZUkT8mD4sl9snMm+whOTOJA9vLWPXyGpxuJwe3rWPWgmKyh7TjdJkE/DrK1DGN2EBLq80gPinEufM/Zsnbk4lPzqTdF2DlP5egU8VXvtNKcoZOS2M8oOF0K5rq2gkFNcbNsmDVDdBCsS4S58TYGItoBRgV6FoTniQ/WQVJpO/Px+52MnSSlcu+6aZkl409G0OYho3pl+YwfNIQomGD+som3F4nI6YOY8SUoZ0+qWmW9FhhqsjW2OwAFQBLVmwqonX48bdeBBfHkgvLsNh0VwASQKXhq9vNkr9VYxoF5I/+ZJGr+BQvbc1+1r+/hfwxeSe9yubg0bns+GgPpqm6VJI0zdhaJoNH5ZI3Mptr/+sqFv9tBW89vQSX10lWRiJpOcl4k2IzNZRSVO6rIhSMkDElHZfnk9csMT2Bir3VvPe3zcz+wizWv1nGkKIWPAmKhtp46mtzaPVnolQDy15YxeDRuR3LqteW1rHy3x/jdDsZPrmAyuJqbA4bmhbrnjlcwdRis9Da1IYRNUnNTmb9u5vJHpbFR6+uxd/ceYyJN9lDwB9k+8pd5I/KZfKF40/qdQTQNAs4zkUZxWDUgZ76qVVz22IziBzz0CyfvVBab1nz1gb2biwhb2ROxwBdgKTMRA7uKGfp86u44jufo3jzQYq3HiQSjJA+OJ3CqUNJz00lGomy+LnlNNX4KBjT+bULBcLsXL2X3MJsZnx+6il5PuLkjJ5RyM6P9+Bvae9StK2+opH4FA/DJw/pp+hO3HGPwbjxxhuZNWsWSil+85vf4PF0P8Xspz/9aa8GKE5MfUUj+zcdIC0npSO5OMxqs5CSlcS2VbvRdY1Bg8vxJoXwJhkYEQ1lHjpeAyOiYbNrhIManoRWMrM3U1U2FafXga++kZwh7SSlhWlria23ETtPw5PgoqWhHV9THMlZHsAWWzvkcK0BW2HsC9CNejKHKa6Y+H00PfGkn7ume2JjLRznntD5ymyCyGbQ0z6VXBy+uIW9W+Jprqlh8PiiLud6Et00VDWxbdWuk04wCqcOZd3bG9m3oRjdqtNS5wMgIT0eI2ySPTyTwqmxKbKJaQks/PYCWpvaOLC97FBNjFgLSqwkeS3tbUHSc1M7JRcQG9ORWZBGxd4qlv9zM3XlGWCdQiQUoa68kbryekLt1RgRg9amNhqrmxl1biGjZxRSX9FAa6OfgrF5bP5gO6ZhkpgeTzh4uAx4bBVZl9tJa1MbZbvKKRiTS2N1Eyv+9TENlU0MGpbZpRvI5XZid9jZvGw7E84b0zuj522TwdEEoSVg7CH2588A7GCfjua89OQf4zi0twbYtnIXianxnZILAF3XychLY+/6Yp768d9pqmlB1zV0i4WtK3ax9q0NzLt6Folp8VTuqyazIL3La+dw2XHHx7Fl+Q6mfG7CZza9i9PDsIkFTDx/LOve3UxLvY/4FC/KVDTVtmCx6lzwtTnH3W12OjmuBOOZZ57hnnvu4fXXX0fTNN566y2s1q6napomCcZpoqXeR6A1QFpO95/I3Iluasvr0dDIz2/HbjexWhWRcNf+ftOIbdN1hddTTxVgmgamESHOa6BpJobR+QagHUpqAm0q9ulQU6AfZUlrPT5WBttshhNIMGJVI0O4PAqL1YGmfdIsbBgGwbYg+qGb3JHCwTDhYKTz4FezKdaFc5TBfi0NNjTNQNdC3e73JMRRc7AOpdRJTWVMTEtg+OShbFiylbamdmyO2O9czYE6PElu5l8zs9MiXHaHjUu+dQGv/f5dyndXolk0LBadcDCCO9FNel4a6TndF+2x2qwoBdUlNcSnxBNsD7F7zT6aaltAA3+TPzbIN2pSsrUUq83KnnX7MaJGbJ0RTaOtyR+rJIqGMmJrvGharGsGwGq10NYSWxTMHR9H9YFarIeXpu/udUxy01znI9QeJs578k39mqaD80KwjUJFtoNqANxotpFgHYp2ZDLZR1ob22j3BUjOSup2v9PjoHRnOS31PkbPGNnx+iilqCtr4P2/fsDYOUUYUQOHq/vuI0+im9amNvwt7djTT8+mddM0CbQG0HQdl8d5Vk/7tVgtXHT9PDIGp7F52XYaq5rQdI2hE/KZeN6Y467Ge7o5rt+owsJCnn/+eSCWYS9evJj09PQ+DUycHJvd2rFqp93Z9RNMNBzFZrOCphGJWlFmbPaGpqvYh7pP0TQwlQJ0okbsD5quWwANI6Idarg4YmrpocEDFiuHBlsqYouMdfMHUYVjS69rPfukVba7go1LNlK8YR1GpJakNIOxM92MmzcVzT6dbR/52fJB7JdVt+gUjBvMhPljGFyUQ0NVExuXbGXnx3sIByPEeV2MnV3EhPljcHtssZYLFYmNGTnytXWYmOanV2TtLBKK4kn2nPQfzLryBrat2sWQsYPRdI3WxjYAvClezKjB1hU7mTB/dKdKf+m5qVz7kyvZs76YA9vKiIYjZBZkMHRCPi8+/BqRYPcLjCmlME0TR5yDcDBCydZSmmqaSUiNp6m2mUgkiifRTaAtSCQYQbfopOelsuH9LdgcsbVirHbLJ2NGtNiASqW0jqJbpqmwHhqXEglFcMQ5iIYiR03EYqvRWrodWX+iYqvU5qBZu5uqe2pY7VYsttjvJt2sb9JQ2UR7a4ARU4Z2Sr40LbYib8m2Ug5uLz8028rsduZSJBzF8hnJW38yTZMdH+1hywfbqT5Qh6ZBzohBjJ83muGThpy1iYbVZmXyheOZMH8MvsY2dF0jPsU7oF+P4/rpmzRpUscgz3vuueeo3SPi9JE1NJO0nBQaKhvJGtJ1sFhDZSN5o3KwO+3UFO9nSOEB/G0WvAlRohET0A/VqFDoukLTdcIhG1Xlh4ojKQ2H20NjXYhQoB1XXIhA+yctBOFgBKtNIyHFFmuaNqtj65JYuvnDbtaCbWisFsFx2r12H6//4W1a63aRmOLD4bBQU2qhbG8zpbvewWJdxZaPU7E5kvCmeDEiBpuWxGYqnHPZZLat3ElVcW1s8KvLQVuTn/f++gHFWw5yxXcX4LHlxKba6gVdHjtveDuOOBftbXbcR6zibRom7a0BZl457bifi1KKSCh20/70FMNdq/fiq2/tGJ+gMA5lgaCUTsnWUnat2cfMKw4PWrTFWhSsFsbNGcX4uaM7Pc7IqcNY9fIaUgYldfzRis32ULS1+HEnxDFudhHLXviQhupm4uLjMAyDdl8Am92KaZjoFh1XvIuag3UMGppJWm4qpTvK8Pv8ZAxOp2JvNdFI9JOkQMWKgJmmiWmYZBakYxgmgbYg5yyczLaVu/DVt3aUEP/0a9LS4OPchVPOuEqZyZmJ5IwYxL4NJXgSu5Ynry6pxWa3kprdfZN4wqGxPp4kN001LaQc0RKilKKpppnx80afdouwKaX44MWP+PCVtaAgITXWFbBr9T72bzrAedfOZtrFJ1fozogaGFHj0FiggXdztlgtHWOcBroeD/K89957ufXWW2WQ52nO7rAx7ZJJvPHH96ktrSclOxmLJVayua68Ad2iM/2SSdiddv71uzLK9u8nOSOMxxvFGWcS8McKLNmdBmixpu6yfUMItKcTCoSpKqlhyLjhEDXZ9nEbE+e04ozTCPpthAIRQu0hCsY4ccUPRnP+f/b+O0qu8zzzRX/fTpVDV+fcjUbOIEAwgzlJopJlycryOM3YOnNmbN8Ze2buOWOfdZbn2uf6ejz2sc7YHsmyJVmSrSxSIgkmgCQIEjmHzrm7cq6dvvvHrm6g2Q0SoCgS0uBZi1yN7gq7dlXt7/3e9wl3gzONrPyT5zOgtHgdC2l7hYfQEcYej4h3FSgXKuz9yj5qxWn61hU83obQiTRCuejw0uMFIMPAFkmoeS2i/jGPt0SZGpzhG3/yXaKNEQa29aFcTn41Pevtgz88yv0fuxvpTIAz4RU+QvNi2905utYI1t28jRMvpWnuEoQbQgghqJVrTA3N0r6qhU13rHvT1+G6LmcPXuTEC6eZGZ7zWqI7+tm2ZyNdazuYvDiDL2iATCKtUW+MJEuAhlDi+PQQE6e+j7zvCYrZAuMXNU68HGJ2spW2Va1s3bOJdTcPLO5wt92zkXOvXmDszCSx5gjpmSzz40lqZRPXldz6vp3c9NA2jjxzguGTY7T0NGHVbGpVTxVi1ix0Q8MyLQrpItVSla417cyOzjF8cpzudR3EmqNkZrIYAb1eFElcx6WU9chrHavbGDszQcdAK7e+byeKInj5+4eQeIuNEAKzZjEzNEtjW5xt92x6w3P4swghBDc/sp2J81NMXZyhpbfZi313XdLTWayaSUNr/Ip+NQiB4dfZfOd69n/rIEII4i0xFEVgmTazI/NEEmFuemDrdbfAjp6e4JUfHCLaEF5SVMaaoyQn0+z755fp29RFS8+bZ+e8HrOj8xx//jRnX72IYzs0dSbYumcjG29be8Mb5F3CDZLnzzG23bMJs2px4AevMX52Am/r6xkj3fGh3Wy4dS1CCN77q4/wwjdcXnv+SXbcMUPnqirhmOsNPATUqjpnjvTw5Ld3gjuGoql0re3goc/cjbQneOrv/p5jL16kd20Of9DBH1CIrI7QsuoOROgXEdoqpNrnjRxqz4IzdOkg1WaE/xHQr94BdvDoCPMTSbpXFT3Tp8tGK8GwSiFj47oKwXDJM1eqG4UJIQjFgyQn0zR2JBaLiwXohka8Jcapl89z62OfIBT4CLL247qVeB1KAjX0MI/8+s3ooX2cPXiR5GQahEee7dvUzUOfu+dNJWWu6/Lc11/kwPcP4bqSSCKMY7u89sRRzr5ygUd/5X40XcUxZ8Cc8YyipI3n02CBU8A1FTShkJnpYuxsEk0rsPVmH4ORdRx7qcjgkRFue/8u7v7o7SiKQktPM4/95iN8689+wKGnjlMr11B1DZ9fJxQLMjU4w0vfOcjtH7yFC4eHKeXL5JIFqqUaiqJg+DSMoI9StgxSMnl+GqEIzJpNtVhl8OgITZ2N1ComtVKRddvLrL+pRLyxRq1mkJrr5uxrJ8ilHKYGZ0jP5rjt/bsWO0ojJ8cRCghFob2/lQc+vafub/Lzh9Xb+3nPrz7A8994iYnzU4C3u481Rbj9g7dw/IXTZOayRBoiy0ZEhXSBLXs2sucjtyEUhSN7TzB6etzjvwhBS28T9338TnrWv7OGYVeDhZFkx0B02d8aOxoYPjHGudeGrrnAGD45xvf/6sekp7NEG71zNnZ6guETY4ydneSRX773RpHxLuAGyfPnGEIIdj+6g423rWX4xBiVYpVgxE//1l5C0UsdqM13rGdgex+DRx9ldmQfqdQxugcmiDbqhBPribR9mFXBHt7XNIVjOzS0xunb3F3/wnbwqT/czOjxlykkz6OH07T09hBr3YIwNiCEr34sCsJ/D9LY4ck/ZdlLLdXWeaqPa0AumQfpoKpVYOkM23UlriO9+bQDKkvNaayavUg6XAnheKiujCgSXnUL6JvAPgey6HlhaOsQSpSQHx77lw+z+9GbmLzgmVwl2hvo29R9Vf4Xg0dHeOWHh4kkIsSaLvkyJNriTA/NsvcfXmDb3W2cfG4axyqjqtKLjxcCpItjZbEtQWefxfnDk9hWjHBDI5paZMP2EVx6GLsQ5MAPDtG9vpPV271RT8dAK+GGMK29zcRbYqiqQqwpSjAaoFKscuy5U9z7S3ey+Y71zIzOUy3WsOrukP46X0C6ni7/zKsXMHw64YYwHavbyM7mEKrCR3/nEdZvPU4wcAJkBKG145pl5icv0Nrh5/kf9FMu1Dj6jGcAd/cv3sZn/vNHGT83jW3axJqj9G/p+blXP2y6fR2rtvUyfHyUYraM4dexahanD5xnbmyeoWMjJNoaaOtrpmN1G6qmkp7Oovt1tty1AU3XuPdjd7D93s2MnvICsqKNYfq39OALLOd2XA+YHUviD618bEIIdJ9Oaip1TY9Zq9R46svPkU8Vl8id4y0xSrkyR/aeoHtdx7KR4Q389HGD5Pk/AcLxEFvuWi6pvByBkJ/Nd2yAO1a+XUs3i46Qr4fhC7Lm5vuB+9/0WIQSA+Mn0+brhoZEeARCnCXc0oWOsER4hNXXOTN6fhJXdnS06+Q4rU6OE0oYjJXNuYQQtPW1vKVd9qmXznmLadNS06eFxxw9PQFOjbYei/GLDl2rdDSjnjliWUxc1GnvtWhsdZgctoi1NiEE1Kph/IFZmlrHyGVuJjOb5dRL5xYLjNFTE8yOzLN256pl3IZA2I/hN7hweIitd2/k/J/+AFVTaepsJDubw7bseuHmggCr4lm9r9nRT/uqVtr7W5kZnkNxXmHVhgy+0E5QwtTKNZ756n5qVT8bdjoYwQIv/qgdEGTncjz3jZcY2NHPvR+745rP4886AiE/G2/zxmmv/vgoT//DC7iOZN2uAYaPe0Tb1FSaqcFZmuq+Jvd+7A5Wbb1kcd/QEvuZmdn7gz6P3HoFeMqYayuOBo+NMjuSXFHuHIoFSc9kOf78abbu2XjdjYx+3nHNvriu694oLt5FOI5DMetJBi+HlC7SLSDd0mJOjFk1KWZLWKZVv42klC9TypeXZMlIKSkXKuSSOfLpAmbVfFuOVcoq0s0jpYWUtcWfrwTXyeKa53Cd9Bs8pkXvxhiGTzA/FUKoOVT10gXLMl00Q8Hnd/GcPMNI3MW/K5pKMOLHdS8vMFx0o4qm10hNpelc005jx8oSwuXHI5FuCas6RyE1RbWcX/F21XKNQiaPbWaoFDOMnBxH8+lYpo1EeudHmkikN7oRUC3O877P+WnvsZkcUhk5Ixk+LZkclHT02bzvs2WE4smEhbh0DmzLRziSAbwL7MzQ7OLfMrNZXMddUly4rsSsmlimZzWdmcux4/4tNLTGAIljOSiaoFKsUivXAIlds1E0hVhzlLb+S9eD5u4Ijc0XyMxZVMoqxUyRweMjlAtl/MEw2XSQzr4M8UZPrhpviWFbDvv++QDVco1itvSGHabXw3VdSrkS5UJlxXyknxVk5nLs/9YBDJ9B97oOmrua2H7/Zrbu2Uj7QCtm1aRvcw+f+I8fZvd7bnpLC6VZs5ZcD94NrN01gFWzsK3l73GtYiIUsaR4uhpk53JI172iYiaaCJOaSnsOs9c5ahXvO2BbVy7CfpZwVR2M733vezz66KPous73vve9N7zt+9///rflwG5gKcyaxYkXTnuz2ZksiqowsL2fbfesp7t/GmkdBHsGhEIq2cWxlxo4czCPWbUIhP00tMYxqyapKW/h6Vzdxta7N6FqCq/+6CjHXzjltV8NnZbeJu740G523Hf1mQiXQzrTyNrLYB0HN+fFgCM8J081jtRvRvhuRdQtm13zOBT+AuxjdWmohqttgfC/RPF53Q7plsA8yEvf/TFPf22aweNFbMslErfZelua1t4wJw6EGTrpoGo2hs/i2D6TdTtfIxgN4SodFHJxMtN5tt+3hVwyz/xkkvXbC7R3jRIIpakUa7S2NbB696aruoBL6zxmfi/p8WfJzMyTmVOZHm8g0ryL7Q++l9b+zUwNznB471EuvnaQQmqKUq5CMeswM+Zi2yrRhI/2PkFHnyTerIGSQKpdSFei6Tod/YJP/Y7NxZM+Zsa9/UB7t8nAphz+IAyf1ZDuQlfGg1AcHMcbL9iWg36ZTFnVNaQr67JUydzoPDMjc1RLNYQQ+IIGjR0NBMJ+ejd2kZ7JUi5U0H06/qCfSMKTqpoVE83QF301UlMZZkbmUMQs/X2zvPJEmlp1DOl6JE/XcetdIZ1YokKssUw25SkodEPj9Evn+Kt/+0VcV15VFsmC1PHYc6eYHa1LHdd1su3ujT+TUseLh4fIJwv0brpkVW74DK8ztKqV8XNTGH6dztXtb/AoKyMzm+XIMyc4/fJ5L48o7GfLnRvYft/mRafXdwrrbh7g6IYuxs5M0N7fSiDsX8zNmRmZY93u1fRfY4Gh6RqulFeUO9uWg6orqNo7lzNzrZifSHH0mZOcOXgBq2YRjgXZsmcj2+/d/LZ4wLxbuKoC44Mf/OBimuoHP/jBK97uraap/uVf/iV/8id/wszMDNu2beO//bf/xu7dby7z+8d//Ec+/vGP84EPfIDvfOc71/y8PyuwTIsn/nYvx5495c28E2Ecy+HQU8c4f3Av7/1UnrU7AqDEmRuv8p3/5yWmhiHWMoAv1Mnw8VH2XThAKBpkw21rMXw6Fw4P8+qPj2HXTPKZElbVQvdpmDWbwWMjzI0luXh4mA/96/dc0whA2qPI8pfBmQEMsAdB5gDFc8akC5zvIJ1zEPwM0r4AmX/jZUGge/9JC6xXIHsWN/ZfEMYOZPkfePxvDvLNvyhTKzuEog66zyWXUnn6m0H8QZumjhQNzQbtvQ7lksrERY1j+2q0dpsIJUUw1siuhx/ivk/cy9FnT5AZ/RrdvWcBQT7lJxD2cdMeSaz5KTCD4LtynLg0X8XKfZWZC0eYGfUkpo1tFonWSc4eyfHNP77Ijgc/wKtPjZOdOoOqpBk975CadrFMT/rrOha5ZJVyXpCZNVi73U9z5zTVwhy63k7Pxt0gpvCHQ2y+pczm2+ptcNcAV4KUxBIqiqZi2xq6DkK4aJpNer5z0cho/c2XHEV71ncQigfJzuWYG08yMzyPqioYAQPXdZgemsV1JYefPsH00ByZmSzxtji6rmGbFtVSDcd20X0Gqq56NuMXpxk5OY5ruxi+ImbFxrEkVlVDURUcx5PClrJlHEv3QtlcbyGoFKvkU0XqQy38AeNNs0hc1+X5b7zkSR0Rl6SOBy4weGT4bZE6vtMoZssgxDJL+AUEowEyM9kr+l5cCfMTKb79548zeWH6Uh5RzlNhDR4b4UP/+j1LzNp+2ghFg7z/Nx/myS89y8ipiUVfFn/Ix+a7NvDw5+65Zu5N97oOgpEAxWxpWcF0udz5iqqcdwBSSkq5MpZpE44HlxzL1OAM3/lvTzA7liRez5TJJ4s8+aXnGD4xxgc//wih2HI5888CrqrAcF13xZ/fDnz961/nt3/7t/nCF77ALbfcwp/92Z/x8MMPc+7cuTccxYyMjPC7v/u73HXXlReBnxecfuk8x587TUtP05JqNtZYZvLcNHv/KUT3hm78IYXnvl1gZixA/wYbRZsmX2gknyoSa4pSq5jkkwUGtvWh+zSGjg1TyJQJhHw0diQWLcWr5Rq1So3h46M8+48v8rF/94GruqhJ6SCr3wNnzsvwsI4AJiidgOMVGtIGrR+s08jac1D6Msg0kADlMnKk63hFR+GPkYHfZHboMN/9axvXlrT32YuR4eGYzcQFhXxao3uty4adFooaBaWFjlUOQ6dKrN0VZ91NPrpWpWhZHUTxB7nt0QbMtCSXXodZDaH7dRpaYt4u25lBVp4AbTXi9ZHzeFbisvID0lPDDJ6EaCKKqqtUKqAbFltvrTI3Oc8//n/+mZaedrrX5Dnxkka15L3EYBhs0wXdAhQcS6GUlwyfcdADYdJTeTbcnKJ3yxawLoBZV5C4RY/oiVGnkDjEmxUa2ppJTZeINfppaM5RyCWYGm9j7MwkrX3NbLjtUnJpY0eCzXes48d/9xzpqQzRpgiGz8B1XYrZGvGWKJGGIF//k+8SigZp7WummC0TCPrwBQz8jsvM0CzVcpVV2/owAgbnDw2hqiqqrjJ+rsbspEFnv0ltzCsMdF3DrFk4jksgVCUzr5Gc9ZJ507NZbNOia33HorPlm2WRjJ6e4MAPDxNtjCxZHGPNUeYnUuz75wP0be6+ImfoeoQvYCx2llbahZsVk2gicU3FhZSS577xElMXZ5bnEbXHGT4xxsvfe5VH/sWbc6feTjR1JPjYv/8gE+emmBtP1a3qW+hcgUNxNWjrb2HDLWs49NRxQBCOBxFCYFs200NzxFtibN2z8e1/IVeJ0dPjHH7ak347tkM0EWbr3ZvYcf8WdJ/G3q/sIzmZpn9zz2KBGUmEMWsWFw4N8dqTx7j7F29/147/J8G73jP60z/9U37t136NX/7lX2bjxo184QtfIBgM8j/+x/+44n0cx+GTn/wkf/AHf8CqVT97ATDXAiklx184haopy1plwp2hrUchOS0ZPFFkdrTG6JkyLV0+FC0KskxyYgzbtAlFgwRCPuYnUphVk+RkBttxsWpeSunleSX+oM+72OF9OaYvm+G/IZxhsIY9i21Z8Cy3RcRjXgoN8IE7xeK4pPIjr8NBYGlxAfV/B8AZB/N77PueQiFjk2hzPcvn+lSgVtZAgKoLZsZ0FGF5ag8hCEY1Eq0GtbLLtj0ttHRFwXrN44RYR9ENh6auATpWe6ZkC8ROlFaQWaR5cuXXaZ3CtWYYO1fG8HsL6+KfTB0UQUOzQ3KyTCAwTz4lKWa9KHUB6D4FVXPRdIHPL3GlpFywSU7WmLhQYdNtzTz6GYkmxhHBT4Bxm3e+ZB7cMXBnPUt1tQtFa2HdzggDmy18vnnGzhvs/XY3o2fydKxp4/2/+fASAqAQgnt+6Q4iDWEcx6WUK5OZy5FPFfCHfKzdtZqW7maSEykCET/rd68h1uwZOy3cTvNp+AI+fEEfqak0ZtUkEPGTnctQLdscezGMokCs0fQs5aWLogiCES807+TBMJk5hXKxQjFTxAgarNqytC1+eRbJ67uipw+cx6yYK+68G9piTA/P8tSXn+fi0WHM2rvHN7gW9G/pIRgNLLq1Xg7HdqgUq2y+c/01Peb8eJLhE6M0dzetkEekkWiLc+aVi+RThZ/o2N8KVFWld2M3Nz+8nV0PbaNrTftbHmsJIXjgM3dz04NbKGaLDJ8cY/jkGBPnp2nsaOCxf/nQimaD7wTOvXqRf/r//YATL5xG1zXCsVC9O/Es3/+rHzN0fIyJ81O09jYv614ZPp1IIsyJfWeWce5+VnBNwmDXdfnSl77Et771LUZGRhBC0N/fz0c+8hE+/elPX/MHxDRNDh06xO///u8v/k5RFB544AFefvnlK97vD//wD2lpaeFXfuVX2Ldv3xs+R61Wo1a7lBmRz69MwrteYdUsUtPZFR3/kAU03QcSckkL3VColB1ae311OaOgnCuhah4r2/AblPJlahWTSrGCUn+/ViLHaYaGVbOolU1yycLVzX7dDFBf4N18/efLFgFheLHtsublj9hnvdtwpTlwAKiAM838VAcAquplXCzAtheOF8oFF9cFRb3UZQvFNLLzJrWyQzAUBSfjmVU5k/VuwAoQAjC8hXwFSCeNbZqYFQfDv/wrZJkaQjienNMqY5l+XNfEtiSKVs91UUFKQXOHS7mkUK1oxBp1dj+U4EO/2YniXkQ6KRTfXRD+V+B/ELN0hvEz56mUdPzRPro33YrPKGM443RtdZgZVyk4QXa/V6Wxo4H+rb0rtpsVVcEf8tG1ph2EwB/0EY4HaWjzzJ1mRuYwqxa5ZJ6G5hBb7mimlDUoF1xsJ4Iv4COXLNDY3sCZAxeoFCogCxTTBQRw8kCIUNTm1gfz9K41cWyBqkGtIjj8Qpi9/xRA880ipedauPmODStGk18pi2R+LLkssA28ccDYmQnmJzyZ8fCJUVp6mrnzQ7sXlRrXK9r6W9h690Ze+eFhLNOmoSWGUASlXJm58SQ9GzrZePu1vYZcskClUKX1Cp4S4XiI2dF58qkC0cYVIuyvEzi2w/i5KYrZEv6gj+71HcuUJoGQn8f+5cPc/PAOxs5MYFsO8ZYYA9v7FuXV7zQqpSrPfHU/Ztmkd1P34voYigWplWucfvk8IBZ5cishHA+Rnc9RzJRWzFK63nHVBYaUkve///08/vjjbNu2jS1btiCl5MyZM3zuc5/jW9/61jXzIJLJJI7j0Nq69OLS2trK2bNnV7zP/v37+du//VuOHj16Vc/xR3/0R/zBH/zBNR3X9QRV87IYauUVGNBCQ7pVXFdDMxQ0w5vhOpasSxolqqEujrUcx5vfKqqCql2WG7ECXMdFVRUURVxDnkF9MZMOCAXP2Mut/wxQtyAXqsezwPD+jc3KuR629xjCh88v68LSpUVsPfIC6UoUXfFC1S5/BEui6gLNUIB65gm6VwS9gaIFHBArf6GFYiBUgVDFiiNDZbEI8nI41IUjV8C1vMwWuWDDrkoMv4Lu02hoMWjv83s7GddF1HNQhNA5d1TnhX8uMzfq80hr2hitvWXu+NAtbLz1PgTQsdb7740wNzbP0//wAhcPD9dD3nz4gz40Q0PRFKaHZrlwZIhKoUI5M0hh9jRuxSUUCxCNGqDEKRY7kW6Ej/zOY/zwr5/i2N4XCAQrJKc8507pCl7+cYyLJ4Ks3lImlnColBWGTwWYGQ+CUIk3hFi/ew35ZJ7V2/tWPNYrZZGsJHVMTqU5f2gQ13HxBQxaeppp629lfizJD//706iael0HRgkhuP+Td+EL+jj23CnGzk4ipSQQ9rPp9nXc94m7rpmQqV2WR6SvUGhar5NkX48YOj7K8998ianBWWzLQVEEzV2N3PbYLrbevVR2KoRYJMVeDxg6Nsr8RIqutcu7M76gD1/Ax/CJUYBFi//X42fhPXojXPVRf+lLX+KFF15g79693HvvvUv+9swzz/DBD36QL3/5y3zmM5952w9yAYVCgU9/+tP89V//NU1NVzdf/f3f/31++7d/e/Hf+Xye7u4rpHpeh1A1lQ23rmXfPx3w3Ccvb6MpbRRTpwhGDHrXBYm36DR1GKRmTFq7FUAj0dbK/MS8l/9QqBBvjRGMBGhojTF+bhJVUxbDqBbgum6dyKeTaG+ga+1VMte1VaAkvPRUJeF1CGTJG5NI6ZlrKW2AH+Qk6Ld7nQSZ5fWGWR7q99XvZMttx3nuWwrlokIwbIH0RiP+oItQvTj5tj7J5KCG66Zo7Zmnd52D3ydYd1MEQ1ShdgGUOLLwp6DEQFY8bkM9RdOsuQyfLDE3ngJnnraBYfq3P4Me3IxQWxg9M8GL3zmIcIe4+a4ckZhGaqbqJVoK8AVMfH6TcKRCLKESbwZFayMSm8MXULBMiVmxsUwby4Rog4NQFKolQUObRiiq0rM+6CW54gPNWxAvHhnm+194klrZpLW3GcNvYNYsb/H8f55CVZWrWjwzs1m+/eePMzM8T9tAK9ODs0QSIWqlGsMnRklNpSlkPIlca4+ksbWMP6SQzyiUCi5NXT58vgzpiSwDO2+nY6CNPR9sZ/aCSTbpx/BVqRRsr3mGYH7SYH6yXiQpAulKwg0B2le1kGhPsPvR7Rx99tQ1Z5Gs3TXAudcGsS3Hs9iWLhPnp3Esh1AsRClXoqElhuHT6VzTzvi5SQ784BCrb+p/e2Lf3wRm1WTo+Cjz4ykQgvb+lsuM6a4M3dC592N3sPPBrUxdnMGxXRLtcdr6lkeyXw06V7fR3JUgOZWhvX85ny01laF7fQfN3Ssn7L7bGDs7yXf/8keUsmVae5vwBX1Ypk1yIsXjf/M0CH4i8ywpJXNjSYZPjFGrmITjQVbv6H/bSK/5VAEpueL7HooFqZQqRBJh0jNZml+XdCylJD2dYcOta4g3v3NE3LcTV11gfO1rX+M//If/sKy4ALjvvvv4vd/7Pb7yla9cU4HR1NSEqqrMzi5tRc/OztLWtjz4anBwkJGRER577LHF3y3sIDVN49y5cwwMDCy5j8/nw+e7Pl3trhZb92zk7CsXGD87SfuqFgy/4V2AMxHS03523VeltcdFKCq77o/z5FcmmZ+s0tjeTWNnD9HhCrOj8wTCfjoGPCKV4TdQVZVAOIDu08mnC4RjIRzHpZApYvh1/CEfux7eTiB8dTIpoUSRxp1Q/T64ApQucM6DUwBsb0Sidnq8ChFEBO9HijKUv+pFtRPxZgeuA9Rn0b6HEaFH2XHvFGu3T3LqFQXXUQlFHIQicB2JYyuoqkM+beNYgjseTTKwsYIv5LBpl0VblwNWvdPgzoM9jMf7CAFV0NYxO67wxJemmbwwi+MUQGqoxjG615zkPZ9t5cyhIF/+L2mKuSpCkVTTZTbfkgWpUMy59K61CEer6IaNWRX0rJb82n/28cozkmo5QEtXgVzKwbZcahUwfC4+v0N6zutkqKpg/a4IHX2ml8+i3wzaAI7j8PL3X6NaqtG9rmNxobl88Xz5+6+xekf/mzqIHnv+FNNDs/Rt6vF8OZIFz7G0IYwEJs5P0NDqwx9Q2X1vjXNHVVIzBuEGgVkxyc5XcOwgvkCBXfcUqRQqhEKTNLbD2ddMdJ+CotXfvtd1x6QrveaVELT3tyIEjJ4eYstdqznwg+NIIBQLLBIdZ0fmV8wiMasmXWs76FrTzthZT+poWzb5dAHdp1NIF2jqTNQ9PDw0dTYyNTjDzPDcW5J5Xgumh2d54m/2MnlxBsd2EIBqaPSs7+Q9v/bAVcm+o4kI0d0/+cjC8Bvc/OhNPPE3TzM/nqKxo8FT9dgOc+MpNF3l5kd2vCNF17VCSskrjx+mkC7Qu/HSeEE3NNpXtTI1OMuB77/GhlvWvKUwPNuyefZrL3L02ZOUcmWvAJaSeHOUOz98Kzsf/MlzXAy/DtJ9g7RgbzSy7Z5NPPf1l1CmFCKN4cUk6vnxFMFogF0PbfuZk10v4KoLjOPHj/PHf/zHV/z7o48+yp//+Z9f05MbhsHOnTvZu3fvovzVdV327t3L5z//+WW3X79+PSdOnFjyu//0n/4ThUKB//pf/+vPVGfiWtDc1ehJu/7ueU9G6DhIF0LxILsfe5h7PzCOcMfAtbhpj8Su+Tm4t4GxwRhCzBKKh2h2XPxhP/lUgUKqiC9ocPcv3oZQBKdeOsfkxRkK6RKKIghEAvRt7ubuj9zOroe3vfkBXgbhv9dL/TT343EwIiDnvfmA0ugRFdUWhP89CH0jUlnn7dhrT3iqkbp8EeEH330Q+U8IVUWPfZzP/3+/zRd+7yJnDznkUgIhvJTXli4TswqKArc+WGDTzWXSsxr+oINhuNi248XGYwBRb4wibc+jwx6nVIjw/b/OMzVYprO/iOEPgdqOWVMZOVvmK388wfY7x1m3vYvp8dUoisK5k41oxnm6V02zan2OUMzGrChkkzrp+SiNnR2suilBc1eeJ77WSulCCX+gglVTMKuedXpyNoCuS9r7Kux+UOHhXyqiCEC/HRH4IEKozI3OMnlxmqbOxIoXmaauRqaHZpkenvM4FVeAbdmcevEckYYIiuoRhtfdvJrBYyOYlTSRaArFLbH7AZMttym0dlv4I22cPiiZH3dxHAVmK6zeFmHrnQlOvXiI//q/DlHK58C1qFW9msIwFGzLxV5h+iSEQEqXqYsXqRQLzAzCll2trNka45Ufz5KeKSNdiRHQ6d/SyyO/cv+iRDo5meLI3ks+Aaqq4Av4mB2bp5gtUcwUiTSEaeltZmBb35JiywgY2KaN+VM2Wipkinz/r55kZmiWjjXti/yXWsXraPzgC0/yS7/3oXeUE7D93k1YVZMDPzzM6JmJxc9Qoj3OXR++lfW7r8+xUWY2y+ipcRrbV/7cN3clmBqaZfzcFAPb+q758V/87qu8/P1XaWiJ09LThBDeuDM5meapLz9HMBpg461vMm98E/Ru6l7kEb3eadV1JflUgTs/tJs7PribQrrIM1/dx9wzqboHjkr3+i4+/Cv30/86AvTPEq66wEin08u4EpejtbWVTCZzzQfw27/923z2s59l165d7N69mz/7sz+jVCrxy7/8ywB85jOfobOzkz/6oz/C7/ezefPmJfePx+MAy37/84budZ185j//IiMnx8nO5VA1le71nfVIZwfsi+DOoaJy20d62fRgjJGTY9TKJqFYkL7NXaSmssyOzgPQ1tdMZ525PTU4w+jpCaYHZzACPrrWtTOwte8tEb+E0BCBR5C+3Z7EkipygY+A65E+tXUIxctCUVQV4n+Ia34WKl/3JKuiAQIfQTEukdqEvpWGVWv4939/lrOvnOPEi9NYpks0XuX0S8eJxCXRhgJbb6tg1QwaWgQ962xqFUExq+FrW9hSm0AIhItH5Kxx7ngXU6NJetbNoqoBUL3xm+GHrtUBDj+TpLHFYNc9JX78DYltgVXzcfTlzUyN+mjuGsYIt+IqAfzxKBvXduEPx0FKulaf5/2/1sdfnDdY31sk3gS2KZib0KnV/EQTQXy+aVr6m/E33Y7Q+kDtXLyo1iomtml7Y5gV4PMbWKZdd9i8MizTxqpZGIFLs/hoY4RtezqoFaYxyxYXjqkYgTjNnUViiQx3P6bRt6GD6RGoFG0U1WbrnRG++9+HmR+vYpohDL+PSqFCtQSqJvCHFEIxndnR2rIiQzqScr5MpVBFugqWqfFPfzGPVZsmEDDo3dCFokawLQfbtDm+7zS9G7tITqYv8wmI4A/4KOcrVEtVmrsb2fnAVl745wMkWuO09S8fJ5TzZfwhP+GfsqnU2YMXmRqcoXdj9xLVhi9g0L2uk7Ezk1w8PMTmO9/Ytv/thKIo3PLenWy8fR3DJ8aolmoEowFWbe29rg2cahXPWTbWtPLnXvd5fipvxZ2zmC1x9JmThONLE10VRaGlu4nxc1McevIY624e+Im6O00dCbbds5kXv3MQ6UriLVEURaFWrjE9PEdzdyPb7t3M7Mg8o6cm8Af99G7o8jqzttdxPf3yOdbu7P/59sEATxq6UsDZAlRVxbav3d70Yx/7GPPz8/xv/9v/xszMDNu3b+dHP/rRYjEzNjZ2Tdrvn2fohs6am1aS5Wqgrwcuydhijcvnk6FoaMWExc7V7ctax67rMn5ukqHjo4yfn2JuNEkxkyEQzNDYZhFrDDA2GARX0L2mzI47p+ldU0VRY0DU60rIURAhpie7ePnJ1WTTEQyfTtuqHKFo0LvQbesmGp1GuFNI42bAAVSEO4G0HNDWLHpeCBFA9e9g09072HS3d5wHv//3HHnmNO2xKq1dDrFGl2zSIBSx0HSolqBSVnBdp85fsfD22nr9uWDo2CSarwlVS3odl8tg1Wq4tsPEcIhNt5RpaC4xP7VwURIkWn0UMgr++Gr6N8bqo540OFWvUBExFPcURqCDlr61lPMVcpk8mt8l1GCQaItTzkd57RmbrfetZ3b4MMmxHyEUhY416/DHVuMP+ijlK0QaVI/fIk0vQVZpolyQ+IM+Ig3eBUi6BVzzNFMXxpi4WMalnYb2Pvq3dBOOe5bJCzNmiYNwz+MPODhOK1Im0X0BSkWdcDRDKJylrTNIMNxMueCA0Nj3nWnmxmp0rdaYn0lg2w7haBmBw/yUg6I4FDNel1fR6qe6TmpdUCul5yRNHTr9myOMni2Rmxds3+PQ2lsEYxMCddEHo2d9F+devUhyIrXMJyBRizN2dpJNd6xj96M7OLHvzLJ2tOu6zI+n2HxnH41N55HVIogAaGsRqtcdkVIyeXGGyfNTOLZLvDXGwLbea87EuHhkCMNnLJOEgtfaF0Iwcmr8HS0wFhBpCL+rXhBXC8d2GDszwdCJMXLzeayqRc/6zmXJx5ViFd2nr6yuexNMXpgmN5+n+wppswuBg5mZLE2dPxk/5e6P3oaqKhx97iSjpycQwuPV9Wzo5IFP7SHRHuer/+e3SE6mWbNzYAnH7ufBB+OaVCSf+9znrshnuFwKeq34/Oc/v+JIBOC55557w/t+6UtfesvPewMro5Qr8aP/8QyvPXmMsbOTZGdy2LaForr4Aw7+oIumS6IJh771VRqiBYrzFhOOQ3tfDb2+SXZdqJYFonaC1uYgx59r4dBzcVRNoa2vhY6BBmKJOe58j8VNd9sId9IrTJQgUu0EJQzqKgh+BKF2rHisru2RCoWoi1Vk3SCjribx2vILY83LiQELgWcCy7TRNKX+76UXMiklQgHHUjzVh7JUNaLpoCiScGgQTAevgKlfJOxoPSreBekweGyUubF5rJrlLYLSc2hs7WshFMnxzf/yB8yMZHFtTzFj+J+jf3MHbas2ceG1E4QCORRRXXx8V/qYG4mx8Y7bae5uQpqvUpz9Pk/+wzjnj9rUKi5C6AitkfbVW+kY6GDywhRm1fLmw27aGxOJKPm0RUOLTqyxRrUSoVoJE45kCEWy5LIJqqUqgWgjw6eSNHe61GqNnh250ECJE2tOUypIykWolGwQ3sjKqe85pCvRDFAEmBWJP6iiqGBWXPwhhfkpndbunHdMSvOiD8aL33mFcq5Ca1/LMp8A3acTbYxwav853v9bDzM3lmTkxBgNbQ34Qz6q5RrpmSxt3TZ3PHgEKs/Xu2kuiBjSdycV6y6e/Lt9nH91kGqpVj9uhda+Jh767L30bbr6satt2ks8UV4PRVWwaj8fGRNvB6R0PRI4AkSIzGyWx/9mL6OnxqmWa2Rms4ycHCMzm2PtrlWLCdBSSmbH5unb1E3nmuVcvTeDYztIKa/omqrq6iLR/SeFbujc+/E72fHAFsbPTtUlyFF6NnShaipjZyff1Afj2POnaF/VipQQigZoH2hFVVUcx2F6cJZSvrIoO7+aJOd3ElddYHz2s59909v8NBUkN/DOwHEcHv/bZzj4w8OkZzIUMkVcaRMIO7g2WDWFallBMyTtvSb3/0IGf8hhZtTH7JhBuSBYt6OKEGDWYHZcJxxz6V1T4f4Pz2JWDM4eiZKenmP9TWnsqsVTXw/g95fYdLPr8TQoe4WG2g/2eWT5qxD6dYSygrFSeweKomDWFColBdcFVXOxLRXpClwp0Q3JpSaYirdAW97PQtLa386FkyAxEFSBS1H2ht/AdQSJ1grVik4ht7StPD8Fze+rEY1nQTTjcTzwpLoyD3YK3X8nyckchVSRUDxEKBpcnPkWsyXOHzpLZ1+OXEClcyCBUR+HVAoVzh4cp31VkuY2i5HTgkRrFH9YpVpySM8UaOma487HDLDPYBe+yRN/l+XUKzqtvVFCERWoYFWTTA2epFyo0bW2nbFzk0QTEcLRAnbFJj1nYvgVHvpUFwozZOfzKKIBXS9j+HLY5gyNHU3YpoN0a2hGiEzK29kJBFJJoAd0WvsyTJwvYdW84kKioPtUpAOO66CqLoqqIIUkmlCxal4h5QuolPNeNooiK4vnNtzg+TQgxJV9AhpCZOdy+EN+PvLbj/Hqj45w7tVBsvM5DL/B7oeb2XnHMVq6DFAG6hJpCW4Kt/wEP/rSOY7vt7xU3Pp4xTJtpgdn+P5f/ZiP/fsPXrUjaFt/K6dfPo9lWri246mw2uIEwgGklFg1i9belT0p/meClC5YR5DmQXAmAEG11s33/sLkxItJXCmpFqq4josQgrEz41QKZbbctRHX9ZQVDW0x7v7o7W9phNHQFicQ9lPKlVfsgBRSHp/n9cqmnwTx5hjx5uWJt/lk/g19MMyqxdmDF0hOpFE1FcOv07W2nf4tvQwdH2XywjRmPeahfVUrt39gN+t2Daz4WO8GrrrA+OIXv/jTPI4buE4wfnaKC68N4kqXSrGKXbMxfBJNk1iuwDa9nbemS7rXVtF0SSGt4gu4GH6YnzboXGUSjrmoKvgCklpVBSSxRpub7k4xPtSKz5/CrlZo6R1g8mKeQ8+UWH9TDFXXQBqedFXmQR3w+CXWCfAtj/Pu234n7at+yNTgLLpuUMgYxBprZFM+SgUVf8AhEHLqMe7CU7LUOwoICWoLG+54P0f37yc1k6WpbQ7w1f0yIDPnkOjwsWbLPEOnuygXLnXwbMsmOVklEFHx+Q08f436H4UKMgCygO4PYZklnLpHw0ILX1E8w6tydpq5cYc73t+2uAMpF6qkJgvk0ybTwwXueK9GS08PExds0rMmhk9h5/3t3Hx/ldb248jKecbPjnPxqKStB0/KSxhEEN3nsmnXDJBiyx1NiPcFOfpCgVMHC2CXiTXC9j0xNt8WRcrIouKimFFJtAisSolowkcy65BJGcxN+RFqCSNg4doLc3CJUEL4ggr+EITiYYKRAKqmei6gs1l8/hoISTkvMHwqqvexwHFcNENFCMnlfihWzUYzNKSUV/QJsGueT4BuaDS0xnnPrz7Ano/cRrlQwR/SCRtfBkt66qUFCAFqE5MXSpx/9RStfbcQil0qKnVDo3t9J8Mnxji5/wz3ffzN4whsyyYzm6vLSx2MgA+kxBc06Fzbge7TiDVHWXvz9XPxfzcgpURWn4Da04D0+FZILh46zJGnixTzofrnyIehGvhDtke+nMowemaC1r5mtt6zkZsf2fGGpOY3QltfC/1bejj14jkCYf+Sz1WtYlLIFNn9nh3vCBlXq4/OVvp8p6bSXDg8hFWzaOpqJNYYoVqqcfql8zz7jy/S2tNM3+Ye/CEfZsVk6qJXFIvffJi1O6+Pz9nPpnvHDfzUMH52knKhQjlXwbacOqPZC6cSC91lRQKS1Zu8XAl/0EXXJQgolBWyKY1Q1CNfhSIO6XkVw+c1pzt6vSTNcERi1RyqJYtEq8XMmGB+WqWth/riLMCZry8MBtI6iVihwPD5Qzz0Lz7J9/7iiwyfsTFrIXbeZRKIlMllBF39gmCkfuA4nosoVTzNZDOEfpWOxi3c8zHJ3q9UGTlbJBJPgVTJZxWCEZcP/UaA7Fw7z34rQLU6hz/gwzQtzIrJAx/1E070g2J77X3h82Y1sobXb++mkpsi0dqIbmhk53Lofh1VVTFrFtKV+IJgWeqi42VyKsvgsRyVkoumQTEnOPCkzeZbJnjw4/00dTYTCKtEE7r3PNYpcCYYP6dRqwYIhiS4ZSAHSiPdqwt0rxrHcfy4ZpbeTW0ocpKmFgXdMAmEHPIZkxP7MotS2Nx8jkCPyctPtfLKk604Voly0aWQ8yNdE81wsKoWiqLgCxogBJVihWAkQFtvK3OTKeItMRThKVY8C2wHs1LD8Ou09/uREnRDUCo4dA2oCMUPipdHsuCDcdMDWxg9NUF6OrvMr0FKSWomw/rdq4lfxtIPx0OE4yGkM4MsTICycqbR+MUAtfIsocjy8a4QgkhDmLOvXOCej93xpjywAz88xJkD5+la18H8eKpeZBhUSyanXjxH/5Yefunff/AtpRP/XMG+CLVnQcQ8r5w6jr1YJDWTJxIvEYgnEHVfHH/QRyASIDuXo32glV/+P36JWFP0J5JtCiG47xN3kU8VGDk9TigSxAgYVAoVLNNi0x3r2PXI9p/0lV4Vutd1EG+JLvPBcF2XsbOTVIoVejZ0EWuKeGGAYR+27VAuVHEcF3/IV09B9nlE4rOTvPTdV5cpqd4t3CgwbmAJbMsjPsoFh0ohQchFHoPE2wAqqkTVpDdjr1MXFpoE7kJ0hPB+j1ePIKWo389F97m0dNZYvW2cQKjA/IRLMVtgTqiomkY4WsPwJxHmEU++Kh0mzh7h9CtZklMZzIqJVSuTnR2lmE3j90OiPUEu4+fQ/gDrd5RYv9Ml0tTqhZ/JJI6VJDVd48KJMJMjq4h37Gb97Tvo2SDZ+eBWGjsaOPHCUUZOHAV3jp33Kmy5s4XeLXvI5deQLR7k5R8copAuEGuMcvMj23nsX0iC0f2gtIMzVbcXd71FTe0AKZAyRyBi0Luph7mxJPPjSRzbId4SpbWnmaFjKZy8tRhbffFoDtuSNDR7W3zXsWloFqRnbV741jCf/P0Gool6S1VKcMZA1nDsdoSi1G3iAUyaWsfpXV3GrClkUg0oWhjrKKSmNNp6SlQKLopaIRQJUymHOPvqRSr5PK3dJlJGGT3fQ3K6SikvcB0LRVNQFYVq2UYRAsd1sSzbG59Il2jCxOcbpGdVCSknqdWCZOf9WLUahbKLlJBosRg6WcAIqN5YRHHxB2yk0o8igpg1i5mhWRrb4ux+9CZ0Q+eJv93L8MlRQrEgibYGYs0RMrN5gpEAux7avvKCIy08R9aVL3OOXS+a5cqzdlVXF4vsN0ptKhcqHN17gnA8RFOnF7I2O5YkN58nGA0QigVp6Wli0zVaff88QlpHvaJY7Vny+8mhMrYtCITdOg/rUvcgEPKTJUcumV9xzPBW0NjewC/+7vs59eI5Tu4/Q6VYpWNNO1vu2sCm29deM8H3rSIUC7Hroe08/ZUXUKYUGtpiKIripR2PJQnHQ3QMtCLqrdFyvuIZ0zVFyM3nKRcqi9wUgJbuJqaHZpkanKF73cok1ncSNwqMG1iCeIuXDGr4jTrpSCAdBaG4i2RKpMC1BckZjbVbKjiOwHXqvhRAIFS/YEuwasLreAhQhKSU16iWde58JMPm3Vn8IYtirsbAZpPmVhfb8VEtaQQCBSq2H3/IRuAZQs2d+UNGTwxw+mCA6eFpStkCiuISCCkoqsAfgoHNfjbf835u+cCnPMmscBFCo5Qt8sMv/pizrw4BAsNnUDue4cjz3+Lmh7dz78fvpH9zD/2be3Cc9wIeeRNUhBDEm+Gj/68P8JHfeQzb9Fr3iqIgzVeRpRc9ZYK+DuRa74Uv2KM7Q6hGD4qiowhB74YuejZ0etbm9V3x2Gk/QpjohsLMSJ5q2fWKC0GdRyIIRyXtfT5Gz5lcODTJzgfri5Uz4i2QShPxZgshfTiOZ9yF1GntmkUIh2olglmVhBMayak0lYLNyBmXeGON0QsNtHXlCcdyaIpJMCCplBt57jsJjr9colq8FLTkmA5Sk54hliJw64F5uq4Sb3bIJy2ycy6hiEo0YaEoBVra8mTngji2iqJAPiMZPlVA0wXRBsH2u8K4tDBy1o+ijCEUhfb+Vh749B5mR+c5/fJ5pJTk00VSUxlGT08SCPvYePs63vNrD7Bq6xV8ApQGTxXk5kBdPuOON3k8HMcxWGmzV8yWrsrAbGpwhvRsju61XvenoTVOQ2sc15UIAdVSjcxclvmJ1KKvx/+0cKa878rrsCBklxIES6WnC+ojwVvvWqyEaCLCbY/t4tb37cR1PH7Qu2Fodcv7bsJxHF778dG60kRQzJbQdJV1u1fT0BJfvK1t2jiOQyASpFKoYJtLgwB9QQOzanmE5esANwqMG1iCNTetoqWrkWKmhBHQUTWVWtUhEKpLDxeMNoXg4okAW24pY9aglFewagqhmEOixVN2uC7kUyrhuEO1rGCaCmcORdm4K0Pv2iKlgp98ViU9a9C3XmIETHyYhKMVpBQkpw1ijRaa4ef8sRDhGHT2TPDa0wmkU0LXXRAqRsDL8cinLaZHbZ7/+vO09Pazeue9gIKUkr1f28+plwbpWtuxxFMiny7y8vcPkWhvYPt9q8DNIZQ4tmVQKdcwAha6oSMJUi3VMKum5/pX8BYPIbvQnQZ8vmFQBqhWJI4t8YcFKmmQFg2d99C5ZoixM5P0bOhCUcSiPXulVMUfjqNpJdKzeXLzNXRdsBDjUsq7+IOCRKuDooKqw+TFPDsfxNuhO1Oe7bnax5qt52hsN5gZFXT0SwyfSzhmUy2DWTUQqo9AOMDk+en6aCZEIOSQS7dw+vBaEk1JUlMzFHM6+XwHqekytumZWSiqQAjPBdJThHiFl9RUFEXQtVqjlCui6V5Xq1rRCFqScMyiVlFYvbnM6UMRgmEFVZf4g7BuVye+UBSbKA9/7mEcR2KbNrHmKP1bepgbneepLz+PdCW7HtpOrWKSncth1Swys1miiTAD265sQiSUMNLYCdXHQca98dUCpMPAphxNXU1Mj1TpWrNU3lrMlhACtty1XFLqOA7VYhVFVQiEAzi26xWMr5NSLqgCVE2pO846yx7rp4FapYZVs/GHfG9qT/6OQwRWzADqWhPkxEs5ykWXUGy5JFVRFDrfIufiTQ9JiHd1nKCqKnd9+Fa27tnIyMlxL4yyVGX/t14h/Dr/C92vo2kqtVIVTVfRfUvf30qxii9oLOEUvZu4zj59N/BuIxwP8cCn7+Z7f/VjCuki/qCPYtamlJMoqouiuV4SqAtTQz5GzvnoWV0jEHIIhmFgcwWtLlNVVIi3ODiWwKwqnDsa4tVno3z0N6cp5IPoRpRqKUNDi0NLp4aghqZbCCSlYpRA0KVWKTI31Uq1HETzhRg6mUS6ORzLwRfUkRIqRYdYoyQU0zArLvmUzYnnXqgXGB5Z6vxrQzR3NS4zrIomwjjmONnRP8VJJnFqNeYmBWMXYyB04gkTX8hPej7Cwac0Xt3rUitbOLZN/4Ya2+8qs3ZbhXiiQqlwivPHGyjmfazblmHNlgqJjnYUdR/v/dwa/vkvo4ycHCOSCHu21pkCqakMhj+KY5c5ti9JteSg66DqLmbFC61btSlKIGJ6WS5SAmY9w6UAajsIB9QeQvEc939kjif+wcfoGYXGNguz6lItaVSrITrXtuPYDlbNIhgJeEVOXc5bygco5bs5/UoFKSWReH0X6W0pl4ZK1W2VvU6Qju5XsKrFxQ6XpnuOnbmUIBgGwydxXUG80cGsKjiOoFqS1MouvZs3MXxyjPHz07zv1x9c8t6ceukcpWxp0cnQH/QtdgDa+luZvDjN4NGRN0xKFb57kM44WCdBBOv5OFWQBYINq3jol+/hh397hOGTY8QaI6iaSiFTQkrJroe2LnG6tC2bE/vOcPz506Sm0iiqQt/mHvo2dRGqR62vZE6XTxWJNIRoaI2/2dfvJ8L8RIqjz1xyOw3Hgmy9exPb7tn0lky1zKpJpVjF8OtXHRfwZhD6ZqR1fEkGEMC2PXFe25uikK6QS0p8Qa9rVquYCAGNHXF2PXRtrsI/a4g1RRet8V3XZfzsJEPHRund2LX4/QuE/cRaY4ycGKd/c88S9clCtsrA9j7aVsieeTdwo8C4gWVYd/NqPtEQ4vDTJzj4xBHGz05QSBdx7ArxRpP2/irhiEty1s9TX+9k8y05bnkgR++6KtEGFc+S20HXHcJRwfhgiOe+286hfe30rK/RscpHtdqGUDTAoa3XBVGlWlEwnDKGr4rj6FSrUaZHVYp5g3DcT7UE81MaPl8NKb2xCIBVk5hVl2DUkzsqms7YmQnMWhnDF2R2NEkpV14WJgTgD05z10P7CYZzFDMRJi5K/P48m3dOYlkGQ2daGD+fJBStsW23IDvbwIuPh9m4q8gDv5AiFIHkpMHsmKShyWLnneMYAZdCzsfouQiFYpC+DZM0Nozwyd/ZzGsv7OT0yyP1NqaJQBCKBelYvY1Y0xjnXj1PPm2j+wWdq3Rae6LEmiMgbRw7h2Nn6Fpd34nrt3nOqNVvA+MUixECkQJ3PlZg5LTO2AWDTDJA91oDqfTgD/qYHp7FdT1Ojc9vYZkqs+N+KsUqQhFouopZMRe5B0IR3iionv4KoOmq15oVDraqEA3WU2tVgesu3AbKBYFlKvhDLmZJEG+ymB3XCQQ1ynmL6eEUa3d7JlDDJ0ZxXXcJmXLo+Cjh+Mrum7qh4TouMyPzb1xgKGEIfgasQ54s0s2BEgX9PoRvF2t2JfhYoofjL5zm3GteGmv/lm627tnIhlvXLu5sHdvhx196lsNPn0DTVCKNERzb4fhzp7h4ZJhQPMTsyBzBaGBJ16BWMcml8tzz0dt/qs6ZU4Mzl7mdRvEHfOSTRX78xWcZPjHKBz7/6JJZ/RuhmC1xZO8JTuw7Q7lQQTM01t88wE0PbKXlCtHvVw19K2gHwB4Etdsr+qRk9WbJjj0Ox1+KIJUWKgWvxd/QGgUEm+9cz7r/iRQ4iqJw1y/cSmoqzcipcZo6E/iCPqrFKgJvlA14m8Cwn1q5RnIyTbwlxp0fvuW6Mae8UWDcwIpYcPd89Ffuw7Y8cyDHdnBtB81wUBQDiYpVs/D5VTRd4qWf+upumEVwahiKw0BXgt47Bb9UrBIMTiDKf4VLN8VcjeMv2GRSIQp573kbGqdoaJphfrqPcjlIIZd7i3NR8ab3k7j09u0jmsgxMxanZhqUsiXatkos04+qWkSiGcbPx0nPQrzJJtFco7XLz30fzqKqgrGL/sWF2DL9dK/JEktAudKFVENMnC8TbuikuTNAKHCKez60jT0f+SynXz7Pd//vH9HW17Lowhlv2kJzdxuvfH8/ju3StbaFYESvn3sYPWvR2BZizU0tHhGu+gNwU1i1JK88ZXD4+RDpeR3HAs0w8flt5iYjJNqqpGeOkZxSsG2PMyGwiMRdnvzHVk69WkLXM16Cri5xLEGtUluU0KmqgmXaHtlR1G0kXBckmK6JlAEWTrW7MCpYmJvXr3NL3wqP9VsqXBoZrPRevV3zcKGEwLcHjDvxrOJ1hLjUEl+I+L7/k3fhOl6K8Ouf++zBixzZe5KmjsSS9nO8OcrM8BylXJmO1e2MnZ0kEPLjCxhUilUs02LjrWu59X0735bXshIcx2HvV/aRnEwvczs1axbnXxvitR8fvSo3yEKmyLf//HEGj44QSXhSY7NqceAHhxk85hUqb1UeCgsF3yeRlW+BfcFzpQUMX4DHfuM2/A0Jhk7M1u3kJZZlE4kHaepMMHhslNU7+t/RLJd3E70buvjw//peDvzwMCMnPWdTX9DglvfuZPWOfi4eGWbw6Aj5VAHdr7Px9nXc9r6ddK1d2ZTw3cCNAuMG3hCarr3hHNcfvJw8d/m8MLqEeW+oYCR0pNuFrCVQZZZQrBF/0Ee1VL3soi1wbA3L8iR+wYiX9lrOVwg3BGnusJkeCyKEhevIRUtqw+/FoWu6wLEtejauQje8HWNrXzOhWJB8qkis6VILOxicpqFxltRsEN2nUUjbNHfaaJpLpezJwWKNFXz+IGZVMDuhMj2qs/X2PA3NNiNn/YBnEKWpCvFGE0WxqVV9hMJ5KqU4FVFldnSe5u4N4GpI8yBK+BbOHxpEunKxuFhAON7M1nu2eK3uV+dp6dTIpyXpGQuEi6qqPPF3RbbeXmPdljmkzPOjrwY59GwIzZDEEhb+oEu5oJKZF4ydLZNPOazZVqN/g0atomGZNapl+MHfJTB8RX7hV2do762iGy5jF/2cPRJjflJj/KKPas2j1kn3kguqXbMWTVGlK5mbKNPcbmO5dYMtITGrnneKZri4NqiaJDmt4diSQsbGtrziY3p4jkqxws2PbF+26+rf0sPL3z9EU9fywCvLtFFVtR5HnkZRBLHm6BsaLwmhACsbGkE9Vltf+W8n958BWDbbFkLQ2tvM6JkJbv/AzWy/d7O388+X6VzrqRI23Lr2p7ooTpyfZvzcG7tBntx/llveu/NNj+PgE0cYPDpCz4YudOPS9z7eEmPszDjPfm0/n/iPH/6JMjqE2gqhXwdnGJxpQIDaRTzWy0d+RzJ1cYZzrw1y8PHDWOkCtarFoaeOc/jpE7T1t/CeX73/ulpEf5roXtdJ19oOUtMZqqUaoWiAeEsMIQSb71hPdi636OTZ2N5w3aWu3igwbuAdhVAiXuZI9XE0NURbfwtDx0fRqxahiIOUCtlMC/5AitR0gJ6N3QTCAc6/dgF/YJ6BLX5OHIyjamkqJQuhqETiGooqyKcsQlFJrElj6z17Fp+zqSPBuptX89qTR/EHDXz1i6zPnwVMKsUo7f0608NVgiEHt57oapsKhs/GH7Ap5gzMmqBUUFi73UTWLcmlBOr5F7rPAQm2pWIY3gzZ8HvFkdfliHpx8dSYHZ2/Ysu8uXs1vZstOvoFxVSKQrZIpClMV38J3R/iwnGLoRNZPvpbEkXVObo/jD/k4g9KfH6P8+AL2ASCDideCSFdQa1SprXLRfPpZOZDHHjSYOOuAjvvzhMMu1imQLqC9TvK9Kyu8dpzMTbsLPP4VxLYNYHhV3EcTz3iOgsSZlBVBcdxsWogVImiCmzLxTIhlnCRjsQ0FWpVKGS8cBJF9YoLoeqceOE0jR0NrL9leXLlpjvWc3L/GWZH52ntbV68eDq2w9jZCXRD58kvP8f8eBohoHt9J3d8cDdb7trwtraIXddlbix5ReLcArnTrJjc/v6b2f3ojmXjnlqlxsipCcr5MoGw3zNIepuKjnyysBj9vRLC8RDZ+dwip+pKqBQrnHrxLPHm6JLiAjzCamtvCxPnp5i8MLNiptG1QAgVtNXef0t+L2jqauTpf3gBs2IysLVvMY7dtmwmL8zw/S88ycd//0Nvm2T1eocQYkX/lMsVS9crbhQYN/COQ/jvR7oZMF+js99CkSqF9BS2JTh9qJuhc83cdPs5Vm91aO0zUVQHxYXJQcHESBfBaIBcqobrFBCug1mRzE/Y+EOS9lVBHvjU/fRv37PkOe/7+B2UCxXOv+Z1DgyfTjGWY9WAoHutQaLVx+xoFccRi+18oXgdEsddcN4ETZOYVRWlzkfw9HUe6VG61LMsXFzX2+G5jovu1z1CpWOC4gdU/EEfhVTxiudI04O0D2zkQn6Y9bcaxBPT3o5PCRFLpCjnTYrZKiNnDSolQTjmIhTQDImUAtsERYdSQUM3JDPjfiplyCRDFHIhIvEUW28tYNUEeUujVvF4FvmMRqLVZsNNRc4fjxJvdMjM+zxZqiu90QjeoqrqKpqhUivVyCR1og0WVlUgkQTDDoGwjWMJFMVl7HyIhbaH6wiEFPgDAfxhH5qhUSlUlp2DrjXtPPiZe3j6H15g+MQYvoCB47jYlk05VyY1lcEybc/7A8nE+WlO7j/Dh/71e3jgU3e/fSMWIfAFDKqlwhVv4ylrLl1OF4oLKSWnXjrHvn8+QHIy7RWaQhCMBmjqSmDVzdZ6NnSx6fZ1b2lnvugG6bgrBq1Zpr2i4uD1KKSLVApV4q3LF27XdVE1hWqpRj515fPwdmDw6AhjZybpWte5pNDRdI3u9R2MnBzn7CsXf6pjpxt4e3CjwLiBdxxC+CH4S2DchGKdpGNdmuQMXDgaIF8J07ctRuuGj9G+NotwBwGb5jXvwfK10l/MEG5JY1VNzGqF3OwYxcw88WaNDbf2s2XPPbSu2rxsBxuKhfjQv34PQ8dGuHB4iFK+QlP7ajrXDBKNlZAiRjCqkZ3XiMa94sJvOOQzOsWCH9e1CMdcWroszh4OMbCpgj/oUKtouMJzICvmfLhOFV/AIZ2MIqXErFp0rG7zZDcyB9qtCKGz4da1jJ55ZsVFoVyoYAR0qpUa5ULFy6+wh1m00ZY2Te0uCJfkjMKCt5amSRTlkvmZY3sLrJReNwbpEIo4FHMmW24pepJjV2CZ3uOqmoKiCHIZlVhjjXzGINEMjhvCqjrUKiZm1TPb0nQNd0GeqalIV1LICSIxk+YOi0DIQbqQS2tMDvmR7vLFPtIYYce9m0hPZzm5/yyb71i/7DZb92ykfVUrZw9eZHpwBlXXEAJ++N+fwrZs4i2xxYXTrJhk5/N8+8+fYP3uNW+b0ZAQgg23rmXvV/Yt60wAlHJl/CEfvRu7lt33/GuDPP7XT+M6Lh0DbeiGxvxEkhP7zmBWavRt7iHR1sCBwUMcf+E093/iLm56YOs1HV/P+rob5HRmGZFZSi+7Y8NtaxdTdK8E3W945mI1e3HaaZkWsyPzzI7OUylXqRSqHHryGC3djT854fMKGD097h2PsXx5UhQFf9DHhSNDNwqMnwHcKDBu4F2BEBroGxG6FyHdGoXW5V1y4FInomud999bheHTWb97Det3r1n8nVucgvLfI5incyDM4HEf+WyZRFMJ21ZIzTXgWpJAyKW1xySb9HHheIgzh4tsva1Eek5QzKlIJLYlUDUdkNSqGrn5fN3FMQrOEKitCN/NAGy8bS0nXjjN2JkJ2le14g/6kFJSzJaYG0uydc8GqhUTf9CzApb4WYiXR2jYloJ0FXwBievW1aSXr3vC4z3Iy/7tOCqGz0bVXBKtNaplFX/Qs2FVlEvpktLxkmbLBUGsSaFmGWi+COmpDNn5nEeCBFwBriNRVQWpeP4ouZROqaAj3UtJqq+HpnsumbVyjVAsRK1sMjeexHGcFWf7zV2NSxbOv/q3X6SUK9PW37qkOPMFfCTa4syNp3jxu6/yS//u7XMy3Hznek6+eJaxM5O0r2rFFzCQUlLIlJifSLHjvs3LfBocx+HADw9j1azFYqdWqTF8Ygzd0NB8GpVClaadCVp6mpgfT/HMV/fR0tt8TUTKUCzEzoe28cxX9pOayiy6QdqWzezIPKFYgF0Pbn3Tjk68OUrvxi7OHLhAuCGEbdmcPXiR1FQa3dCxTQef38fFI8N840++xwc+/8hPxS3SsZ1lniKXQ9VUbPNGKu3PAq4PLcsN3MC7heDnwP8REDot7fNsuKmIbQnS8z5Ss1ECQYU12xw6VmmMX2jgwFNNWKbg6W80cXR/jFDEYfUWm3U7JJ2rBBdPdfHq8wNUSxV61lbYdItKIJAErRcR/CRC9RaOWFOUD3z+Ufo2dzM/nmT45BgjJ8cp5crc9OBWHvmV+wmG/Zec+tQWQPVslkUIs2owOexn/U1VAiGXallZ4nitqp6LaijseB0OBJrhdSxcW+DYKqoq6zYXconMw6pJVA2iDWBZAikFwXAAoSrelOMywqeoFxmLYXKL/7/0d8SlX3o2896IZWEsYpk2hl+/at7E8MkxNENbcRygG17xM3x87Koe62rR0BrnA7/1CD0bOpkdnWf45BjDJ8eoFCrsemgbD3/unmXHPzeaZHpwhqbOS8VRaipDuVAhkggTigQoZksUMiUAmroSlHIVzrx8/pqP79b37uSeX7odhGT09AQjp8aZOD9NvDXGe37twUUvkTeCEIJdD28nFA8yecEjjqYm04Tj4bpcWbBqWw8D2/tJz2Z55qv7fyrmYS09zdimvSh5fj1KhQqdq689pv0G3nnc6GBch6gUK7iOiz/sX7Kjq5Zr2Ka9LAHwjeC6XiqqVSujqhb+UBTdF8K2LCYvnMK1bRLtqwlEgiiKQ7WYxfALdH8ISRBBFVmXkgklAGie4ZPQcR2VSiGNVcuiKi6BsIbtuFilKoFwGdUI41pNVEozCMUhEEwgNAFCBxmiUq6A0AlEmlAUBdctgZOpG/Ao4FZB0XCcANWSl9iqGS6geMFYlx2LY5pUCkNoRgBfqBWQ5FMFSrkygaCN0CLovmb8IZ9nNlU18QdtKqUipdx7iDQ8iC5eJtSawUjEGL24Foc8kbYsbX0JClkDN+Tj/Q1zOFYR13W9RHZfmXAbNLQ1U8yHmc9rKAGdcLePnvU20rHIZHTUwEbikaXt69beZj71H9/H+NkR5ifLKKpB+0AjkWiNWmmKjoEWjj53imq5hhAhHLMNnzFCKKJQzOmcORSkb32FjbuKHHsxilkTNDRbKIqkVFRJz+h0r62SS/nIZXQCYYtSQSM1Kxg518ju+6fJJDV0zbuQO1Jg1cAXcDB8gnU7XUa+5qNWFoQbQrT2NpGZyWJWTfQ68U7VFBzbxvBplG1rsaBYWBsk9ey3heKnXmgscBZqNW+ssWXPBmr1js2bQi5krVwB4pJnh2Va1MomRsDA8F1BInKV6Bho41P/748wcmqczEwWRVXoXtdBc3fTit0Bs2piVk0vDbY+CivmSghFWXSPdF13cZEWQhCMBBg/N3nNx6Zqy90gww0hVm3tvSYyaf/mHt73Gw+x9ysv8MoPD+NYDqVcCX/QR/eWHjpXtyOEoK2vhYkL04ydnaR/c8+yx3m92+m1YO2uAV754SFmhmdpW9WCYzlIKdENnfR0hlA08IbeJ9cK732yrk/n08sgpaRcL8qDkcB1pxhZCdfv2fyfEKNnJjj67EmGj4/iOi6J9ga23r2Jps4EJ/ad5uLhYWzbId4UZevdG9l2z6ZFhvXr4bouZw5c4MAP9jFy7AjSmaO5w2HVZh1fwKaQShEMe0qHfEZDUQP0b1Jo7SrjD9gINUIgHCcQdDznQ1Sk4gMRxZUB8ukk04NzHH/R5cJxA9eVxBos9nwgS++aGm7G2x1nUxrJKR1Vg3ijTbzJIdLgYlsqVtUgk2ygZvbQ2msQi4x4iaSUAYHrCipFjamxILm0J1FNtEAgHEIzgiBi1EyFudFBAv4kgZCJMFxmLxgcfiHCyQNBLNPLRmnvM5EyxPhwH4lWH/3rJjGMeayqzdSIjzOHY2RSLXSuXU1ju8KWu3S23bONcPAUWK/iT+RoviMDtxfBLYA7h+PWKGQErz4b4ct/EOPCiQDFnIovYNDc00xzZ4JipkQxV0JVFVbftIqHP3cPN92/FelMI2svI6xj9HTbdHUHGTszz4/+70lOHbDJJoW3AFcNjj9/ilDEpWtVjl33plm9scTgaT/nD0X5s99tRSIIhmxqVcngyQCW6Y04fAGJaWoEwy6RWIVsUmd+WiXWFAdtE6XCPtp7UmTnBaWCF6wWb3Jp6zZRNINg2CGbdElOzZOeyeC67mJr2ilWUQ2VUMygsdUkGMmQTwuS0xquLepjFq8QkJdtcqULlgmK6oCUPPWl53Ech5mROfZ/6xVufnQHNz+8nY6BK+9QV23rZezsxIoR16ZpIV1oX9POvn8+wIl9Z6iUqvgCBhtvW8uO+7b8RKx7TddYvb3/TW+Xnc9xYv8ZRs9MMHp6gmAkQEtPkxcmWPcIMasWmqEtcZd1XRflJ7CtvtwN8q1i3a4BYk0RJi/OYBg6oViQeEt0ybXGH/ThWA65+fyS+9qWzfEXznD8+VOkpzMoqkL/1l6237uZ3g3LOSoroaElxgOf2sPX/+S7vPjtgx6RF4GqKTR3N/KBzz/yttiGJ6fSHN17gjOvXMCsO59uvnMD2+/dROh1Ft3vJlzX5ewrFzj2/Gmmh2YB6FzTxvZ7NrN218B1XWjcKDCuE5w+cJ4n/uZpitky8eYYRkBnenCWMwc8299IY5iGljj+gI/kZJrH/2YvY+cmeew3HlpWZEgpef6bL/PcP+6llD5NJFbGQWf0gsrUUJ57P5ziprvKnDsWRLqw654cDc0pXBcsy0C6GoIpqvkphCvwB8KAA24Nx9XJzCpUyybSkfSs1SjkgsyM69z2aI6+dTVUVWJVBZYlaO20aO8xmZ/SmRj0UciqdK+uEU1YaLqFbpio6jSK6mJboh465SJdqFXAth1615YRCKpllWrJwLayhKMuqqZj5askmhxU1UVVoZhXyKcETa1VmjsVkjMG+YxKcjpI79oKD3/kIK6rkk8rZOdUFBX61hdp7y3zzLeqnNpfYsPtW3jpOxOEjVE23izQfVFwRuv23EXAwnWhXIAf/n0jp18NIRSL1ZtsLpwIUsi4jJ0aZ/z0OEbAoG1VK9J2OfrMSS4eHuLX/ugudt9z2vMAEAmk1Jm58BTlVJ5wJEAu3eyNaWZsTMshFHVYu7WEqkpeeiLM09+IEgi7NLbZhONVTh4IMz2sY/gFLd1QyLjYloPruGiqg88PlbJOY5tg7a4m2tY+xtCxcY68tJVNO0/Rt26eYKiMpns28NWyn/PHIux7vJnsvMSxXWyzVlfIXHLrdGwHIYuEY1U03SEcF+RTKlXHC7jzuhbLL37SBVe6pGdyGH6dWFME13YYPT3B/ESawaMjfOC3HmFgW9+K35U9v3gbh58+RmomS6wxguH3OhO1ikluPk+8JUp2Nsfeo/sIx0MEwn6q5RrPf+NlBo+O8MH/5T0rurq+XUhOpfnOnz/B+LlJQtEg2dkcpqF53AufhmM7XuR2vkxLbzPBqLfDl1JSKVZZvX3l1/1OIhgN0NgWR/cZS7xjFuA6ntGafllXyLZsfvTFZzny9Ak0/ZLb6cLn/tFfuf+qOw/lQhUkXuiiUJB4HQyEoJQrI6X8iRbW6eFZz/l0ZI5oY935NFXkqS8/z/CJUT74v7yHcPzdLzKklOz/9ivs/9YruI6sE3UlF14bYujYKPd87A5ufd/O67bIuFFgXAco5Urs/co+rJpN36buxQ9LKOq1S7NzedpXtZBoiwOeQ1+1VOPkvrP0buhe5tE/enqCA99/DWmN0NZdwnFjCAS+QBGzbPPSEzFaOk3ijQ62LTD8EnDRDUE26f1b0zVU1aaQUTACVRShgAyRTdZwnArDZ/zUqtC3rsbmm8u0dmus21alVFAo5lSEgKZ2yzO/0qChxSaX0sjMa5w/HmDb7SV0XeLzW4CoGzlJXClQBFSrXkhZIOgVG6ou0X2SUgFKeYFj+YgmSvgDNq70eAKuI7l4Ikg5L+heY7LtthL7H9fwt0pqFahVFGKNNjNjgskhP5qu4ErIJjXa+yzu+3CeL/9ffmYGh/j4b0cx9FHGLmxgYFMF3KzXmgckEteB156Nce5IiESrRSmvEIm7+AJlXn4yWo+nB9vyxjFNHY1EmyMkx+dIDv4d1i2d6IF1IBQyk8cYPFGjVvGxakON2x4q8fz34ggV/JrNttuKNLbZFHMatq0wN2XQ2W/iD4Ju2ATCNtWKjm0qzI4LGpo1QhELIVzSc4q3gClxRs5rzCcbOPHKflq6GunZsIv5zHYyBwYxjEmkPcP0qM3UUIDUbDPVqoLrZtD9msezAEAQawhSK5s4do1g2CXeaBCIuAydlKzaIpkccinlBGb1UmbJ5VB1r21uVk2C0cDiiMGqWZTyFaYGZ9n7Dy/Qva5jxQ7dupsHeO+vP8jjf/sMuWQeRVXqMmFJrCXK6u19pKcy9G7sRtPVxe9Mor2B0VPjvPDNl/jwv3nfT+WiLKVk3z8fYOL8FH2bumlf1cqZV86TTxUxAjrlXAXbcpgZnqW5q4neDV7OhGM7TF6coakzwcbbVmQ7v6OINITp29LDiRfOEG0MLztXmdks0eYI3esvyWrPHrzI0b0naOpKLLEljzdHmR6aZe9X99GzoetNF+75iRQvfPMloo0RBrb1XUpTFYJcssDBx4+wakvvVfFKVoLrujz7jy8yN5akb3PPIncmkghjmTYXDg9z8InD3Pfxu97S47+dGD83xcvfe41QLERDyyX5cKwpSmoqw4vffoW+zd2097e+i0d5ZdwgeV4HuHB4mPR0hta+liVf5MxszpsNhv3MjaeW3Mcf8uELeO1zx1lKtDpz4DzFTJpILIvrBhZjjoUskWi1KGQ1zh8L0dhm0tplIvCsrl0HgmHL62lLcBwFKV0cy/udRMeq2eQzyqL3Qi6tEo45bLvNI6pZphfd7rpg+FwcW6FcUtA0SbzJJhT1XCazSe/C771c6RkvCY9w6LrCi3nHU0KIerKoprsYPhvD53UPBHbd7EkihCSb1CnlVYJRST6jEo46tHZ63QbDD6s2VSjlFHIpjUDIxXFAOt5zz03oRBM267ZXycxmCYVHsaw46ekkjjmJN/Q3AU9+adYEpw6G8AdcAkGXQEhSqyiEojaB0KX3Q0pJLun5XShCYcPNOvFEmvFBsSj7mB8bw6pBtaxRq6r0byhh2y6a5hJrdIg12lg1b8HOpzWCYUkhq1GrCJJTOq4t8QckiuoFiHkzfQVFNbAdleSMimW14Dg6lUKV1EQaf32GK9BxWE/FvJ+K+wlOvbqO8aEm1t6yaZF4KVDQdc1TjygeqTMY8yGERKgKhZzC9AiE44JQRKVvnc3a7TX6N5poxiXL8ERbjJbeJoyAgW5o+EN+bMuhVvFyJ3SfjqIIbMtmZmSOoeOjK35fVFXlfb/xEL/xJ5/mlvfeRNeaNrrXdbDnF2/js//5Y0gJibaGxeLi0v28FvvQ8THmx5NX8c28dqSm0gweGaapqxFVUwlGAmy8dS29GzrRNM83RPdp9G/uIdYSZW48ycipccbOTtLY3sB7f+NBEm0NP5Vjez0WPE1WghCCnQ9uI9IQYvLCNFZ9NOa6nuy1kClx0wNbiCYudTdO7DuNUJRlmSdCCFr7WkhPZ7l4ZBjXdZkemmX45Bhz48nFAmIB518bJJ8q0tSZWLz/wnUx2himVjE5/RaIsAuYGpxl7PRE3fl06RKoagpCETz99y/w7Nf3M3xi9B1LwV0JZw9eoFqsLikuFpBoj1PMljn36sV34ciuDjc6GNcBcknPuOb1rPhauYaUEn/QRzlfXqbB9xz68nUL2Utf6rmxJJpmI4SNK0OL+0dFc5FSoOmS9IyGz+91DQCQXoGhGRLb8uSNAgVFtZGuC0gcx1vIzYp34dZ06YVZBU0iDTamWTcXwtuzSgmyPodHgm7IxcTNUkGluWOp1Kxea3iWEa5Y3PgqdQmkqnnFhKJKsN3L7uTdplr2zKI0TXoeEAIC4UsXh8Y2m2JexbEFuk9SKXv+FYrq7bQdCxrbHJAeQS0YawVyOE4VdeHg8Ny0ygWVUl4hEPIMrhRVYpve4yjKZSoLwDatxfculnBQVUkhdem4yvkqQnjn36yo+IIOgaBD0VIJRRxUTVItCWo1z9vCH3SpVRSsmkK5KBAK6D4JJe+cWzWJP+i9F5qqYNW8eGy9Lot0XYm7wkVTIFA0BcNv0NASp1KseIWn7dbNrLxbuY6LIhSE4nWGKkWwbWjuqBuOSYnuU+hZY5JNamRTCoqiEIyGUDWFfKqAbTkYfh3LtD2lTP3ja/h1zIqJ67jL5vuXQ9VUbrp/K9vu3kQ+XcQ2LXxBH+mpDJVilbbeSx4NUnox8FJ6Vt/JyTS5ZOENfRykWwZsEKEluSVvhlyyQLlQpemyEUwgHGDV1j6613dSLXmhVJ/8jx/GrFpMXJhGOpKW3ibW7lz1U5/9p2cy/OiLz/LqE0coZkuEG8Lc8ugOHvrcPcsKm94NXbz3Nx7i2a/tZ+rizGKXKNIYZs8v3sodH9i9eFvHcZgfT13R7XTh2nbutUFO7j/DxIVprJqNL2jQt6mbuz58K+2rvF14ajqzaB62gEKmxNz4POnpLKVcmWqpxvpb1rBqa+81d6LyyTy1irnMSbeUL3Ph8BCZ2Sy1ksmTX3qeSEOIvs3dPPor978rjpnz4yn8oZUdWhcM4JIT6Xf4qK4eNwqM6wC6oS1emC//sih1WaBjOxgBw3ODvAyWaaNq6rKdmi/o82ydpcDzTvD+Ll3PpdKxwfC71OsGbyMtvJ28tC9pCiVy8T5wyWdBUb3HXkjYFOA5NqpLdyILHYnFx6vXBFKCrr+BDEB4x7MIz6ph8b4LBYtXxdRFBdI7roXRhPfCLplNAZhVQSjqFQSufem5FjZQiga1qlcUeefeApT6ArN0QdZ0T8pp23Uio1xw+xSLPy8cuhBi8b2zLO+8apcJGlRdQUqvG6No3vjFsb0z59gC6Xrn3jPUkth2/dwqElUTi0XZQq14+Xoo6wUUeHNzRfPm2a//LC2eeuGNGxRVQdNV7zO5+EK8HxY+o1IKr+jTvHNmW14BKqVEFbIeinbpTCwcB1Li2A61imc7vrCTllJSLlYBSW6+QK1srniMlyOfLnL02ZOc2n+WzFyOcr7iRalrgkRrnHOvDnqOnzWLUCxIuCGMpqso2srNW2kPI80DYJ3xOnlqIxi7wdiNECsTqi+HZmieWZVpLxvv6IbuFVYBg2A0yOodbW+rGuLNMD08y5/+2hcYOzOJZmgYAZ25sSTf+YsnOPLMCX7nb/7VsqJr3a4B+jZ1MXR8jEK6iOHX6dvcvcymW1G8wrRYl9y+HlJKipkih548RjQRpqmrcTEQ7szLF5gbS/IL//Z9tPd7HiOXdw1SU2nOHx7y1EB+Hdu0SU6k+Mb/9T3u+oVbuOMDu6+pyNAMDUURS0jCZs3k3KsXyaeK+EMBDL/hxaQrgvOvDWFbDh/7dx/AF3hng9Z8QWOxe7QSLMsr0q5X3CgwrgP0bOzCH/JRypWXzCdjTVE0n0Y55wUnCS5buKQkl8xz6/t2LvvQr901wJkDZ7GtAJpeQUov8tp1DMyag6JC/4YqubSK6yg0d1j1hchr0y+0JIWwcF0VRROAgiq8DIFIg4NuSCollUSrSbWiMXRaY8POCiAXbbRdd2F37SKBYl7FMgWq6o1LLu+MLv4sBIoKmlbvgNStujXNM5QyaxqWJVB1FekqCMXjaLiuINZko/sk1bJCQ7ONWRUkZ3RvxCIlQ6cC3PVYllxKI5/WFuPFXVcSirg4lmD4lB/D58cIxtHUKQh2ofn84EyBVAENhEUoatO7rsrJA0H8QQerKtB8XkfHrF1avAQQigcX37vhUyqbd/lZf+uli0JjRzOp6Qk0XRKM2IxdCFKrqjgWpOc0qmWFQEgSCEqCEZfUjEai1SEQcvEFXOYmDSolZXHB94cUHMdBoODYLv5QzEumrFnEW6JIx108nkqp6nkz5MuI+kXXH/ShqApt/a1k5wogJJZp4UqJYznYpk0+LVFVqJY8Savr2EwOQazRwTYFigKzEzq5lOp1wDRBbi5PtVrDLFuouovjOGiaSnbO21Hapk0xW8LwG5hVm/3feQWzZrLnF29fUWKanEzx7T9/nJGT4+RSBUq5EmbFJJ8uMXFhGpA4lle8CAWy83l8foN4a5ShY6P15NFL75W0TiHLX/P4NkoChA/sKaT9dbBHIPjRNy0y2le10tLdSHIyQ8fA8rl4ajJD+0CL5876DuMf/o9vMnZ6gpbe5iXn06yZDJ8c58t/8E1+929/c9n9fAEfG25Zs+z3l0MIwYbb1vLsV/fT1JVYNnooZIpk5/O0dDfRvb5zsSAIx0MEo0FGTo5x4AeH+ODnH6Vvcw+v/ugItXINhGDw2Ai2aRNvXnDHNVl9Uz/+oJ8Xv3WQztXtK0plr4TudR00tMZJTWVo7mmknK8wPTRLZjZHoi1OPl2ksS1OIOxHCEH3ug5GTo1z8cgIm25/5wpCgDU7VnHqxXNYpr3M2dSsep3JK5Ghrwfc4GBcB+gYaGXDrWuZG0uSTxUWZ5Kq7nUnhKosOj0CmDWL8XNTJNriK0rS1t08QN/mXlLzLdQqLoISrnSx7AiTwz7WbC3TvabKzJiPmXEfZs0zZpJSYlsaKDpCOKgqBMIuqhLyLrYUCMc0dEMh0WqhaRJdk8xN6Rx6LkI+oxJLuATDDr6ASz6toOkugaCkXFBIzaiU8wo9a6sEIx4L3XW8hREJrvR2+gKJL+AgJVRKniIBAZapYJkaIGhoriEUP47jjRYWCKGtXVVUXaLpktkJnVJBxbYE85M6yRkVRYG2HstzuZTejjscdWjrMTl71M/EkJ/+rX2cfq0ViULfegWhdoEIstAJ8syiFG7aUySacJgZM7AdbzQyNWJ4XY06VF2loTWOK11yqQIzYyaF0jbijYAzD9KlsXsjwYhGorlKNqnwylNRfH6BbUtKOYWRc36khGDEJhCyURSJ4bPxBWzCcac+HvI6FPEmiW3KemZHhY7+MrfcP8SaTa/Q3jOFY1bZdk8v5dwYFw/v5+jefVw4fIbJi9NcPDxMuVBB1RQmzp3lpj0msYSNbZpYpo1jOvX3zK13IVwKGUjNOOSSCtl5nbHzPmbGDCaGDKZGjMUUVteW5FIFaiXTcz01bY//oiq4rktyMk12Po9maISiAQa29RKKhnjx2wd59mv7l83pF5RSY2cnqZSqlHNlwvEwrX0tROIhrKqFVbURwuMrGX4D6bhUihU0XeW1Hx9l9NT4pcdzy8jKdz1fFXUNKE2gxEHrAaUDzINgHnrT77Lh09n96E24rsPcWBKnHgzn2A6zI/MIVbD70Zuu2sfm7cL4uUlOv3yBcCK8rFgzfAaReIjTL59j8sL0W36OLXeup7WvmbEzk9QqXvdJSs+PZuzMJLqheV2B13UbFEXQ1Jlg6NgI2fk8q7b2sHpHP5MXZ5i8MO0Zk8XD2JZDLpkn1hSlqTNBoi1OtVzj9Mvnruk4A+EANz+yndRUmoOPH+ZIXaqanc8xVZeBdtT9PqCulJEwfGJlTtBPE2t3raJvUzfjZycXPTCklJTyZSbOT7Fqay8D14Hq6Eq40cG4DqAoCg999h5UVeHMKxdITaVBeLv0HfdtIdIYYeLcJCMnxz0ypKLQ1t/CA5/asyJ7OBQN8v7ffATdr3Py+RdIzU6jiCKGD1Ztkmy/q0g+4/kjSOmSntGpllVCEW8HqumOt+gLg3BMYcHPAKF5Bi9aI4Y/Q3KqxvGXwxx7MYRpKnzvi02899NJmtu97oRlChxbIV8WzE9rRBOSjv4qTR3excdxFcoFH47jeS74grZH3MRF877T1CoK1bLArHlkw2jCRfepGH4VRQTIpqNY5TShmI2iSvrWmwRCkqMvhTn8fMQbMUhItNqs2mjy4hNNRBo0OvqLdX8PqFYUjr0UYt/3m2jqakEzGshlYwSbtxJrPgvOmHcOBICBkCpCNenfUOGBj6Z5/B8STA35yWdUSnmVeMIbXek+r/NTTCcpZVx8QZUte3pYd/tHsJVBFOclyukDzI5m8Adgeszgue9EOXXQqHM2vHGEp4xRaeqw6Og3uemuIjMTOjOjBskZg+kxDd1wiTW6NLZaFHMKqirpW19h1z1FglEHXYfd9yUpl2YIxxs4fiDIs/8MZk3iDwiE6qOlp53udd0Y+kW2334ITbdo6/VRzKlUy2LJuGkB/pALrsCWkoZWk/SM7smNdU+m6o1MXregqIpnNe56HZFKwVNWKKpCNBGmd2M3fZu7UVUVRRUcf+E0O+7fQkt30+JjzE+kGDo2im54luzRpgiqquK63sV3YXzm2C5WzUIoCppPR7ou+VSRSrHK6VcuXFIi2GfAmQG1d4mrqXfAIXA1pPkqGLfUY9+vjK13b8SsWbz8vVcZPzvBwogw0Rbjjg/d8hOpRKSUpKYzZOdyaLpGx0DrFb1wLsfIqXGqpSotPU0r/j3cEGJ+PMnI6Ym37DGRaGvg/b/5ME9+6TmmBmcWPT+CsSBrd65i7OzkFfkE/pCPfLpIpVChoSXGe3/9QXRD4/l/OkA5X4G6D0airYHVO/owfN5rDsWCTJ6/9qKooS2OW/8seDwjx0v+LZuIhhD+0NJzqunqYsfgnUQgHOD9v/kwP/ris4ycHGN2dB6kNzrZePtaHv7cve/42OZacKPAuE4QCPl5768/yO5HdzBxfhrHdmhoi9O3qRtN10hOpRk7M4lt2sSao/Rv6XlDZ8LG9gY+/nsfYuJDtzB25iLZqVPEmiUdA+009tzM8b0/YHrsMLVKDV+wh76dDyOYwa5M4qdCrHU9wXgLuDVwJjx3TaUThEowLjEslzLzdG89hy8yRjhaJdbkUiq14E7lCUUtYk1BktN+ZsYgFLFo7jJoaA4jlAbyOR+5TICa2UakeQeBrk6wnvFa0a5HetX9LtJnMHqhg3IxTDTh0N5u4Q+FQe0EFBriklqlSGr0RShMoOsmib5+tgXiGNEZCqk0quoQTjTii9xEZ3wzigCfMYF0RklPjVMo+Wke6OBf/fkmfIEIwWiAVVt7CQQmkeUJr9PgJr15jQiDmkCaZV7dK3nthRDloopEEG+22HxrkUc/mWJgs4MQOsOngyRnNWxTIRxX0I1Zxg4P8+P/0YRZmseu5alVoJSPMjMRIdGs0dZreSoZodK1qkC8uYZZgXJZYd2OEjv3VLEdwfPfibH/cYPuNQ4tnQZ9m8O0tE4SbciSaK1hVhVmxw38jooakITjLqu3psmnq+RSq2jpDpFo8+PaDr5AiYZWSaRZZ8OWGVzH4eLpfoRaZsOuPBMXbXJprwNUqyjYtlgk1qqaN9Iyqyqa7hE+dcPrfhUyCkKC5tO9joLqOVhGGkJYNduLGY/4PbWKqrB6Rz896y8ZMkUbI6SmM4ycHF9SYOSTBcqFikdEFWLR8bZSqGDVLM8l03Hrqa8a/qAP3dAWnW3LhQpzo/NI6YAz7BUPbhbUK7TalSi480ANWO5MKaVkbizJ/EQKRRGs3tHPhlvWMHxijEqxSjDip39r7xIydmY2y/TQLK4rae5qpKVnZUfQy2///Ddf5uKRYcr5CqouWLVRsOPedtbuWofQ+xFKfMX7arpaJxK7K171Xccj8uq+n6yz0rm6nU//77+46Haqaipda9spFyp85f/8FrVyDd8KzqLVUg1fQF+MnI80hPnwv3kfrit58Tuv0trbRCgWJNoU8STzC8dtu4spto7tUClW0QztDd1Lbctm/7cPEk14MtjcfIHx85OkpjM0dzaSTxWYuDDN2psGABZDC5u7Vy7OfppwXRfDr/PYv3qI1GSaufEUtmWTaGugd1MX/uu4uIAbBcZ1BSEELT3NK7LbmzoSNHUkrunxVFWld2M3vRu7gXuX/O3uT/zWT3Ko6D7o3uz990bo6oKum5f/Pt4I8df/0vjUstv5gXUty+8vpQR3FunMY/gl7eveA0JHqM1It4LiO012bpaGlj7izf0I5pHOafyReXyhEFL68IW2sfne3wI5A+ZJkJNUKxEy82WGX30Cq3KIcHCcxrYKvmAEnz/I3IRNMVfg6D7BoRcaEGqEREuVVRsKFLMW6TmNY/sjDGzM4w85rNuepjMPjq1RKTdQLDTSGxqlVhzkG3/ZRDYZwhdU0Q2wai5jGQvX0Wnt9SFkGst0ae+xPR5ETXLouSjtvQ79GwxueziPogjyuRDJaYNQuMLu+9PEm4pUS4Ij+8K0dLJIKA2ELKQD/qBNMVMhEPLT3ldfLKUBMkVTi0k4WmH4bISJCzahqEqt6KBqEI45RGIuM+MGslInejoCF0CX1CqeREjVPM6DptW1SKr0AqoUe5HfI12JP+SrE5U1Eq1xKuXqkshzKSsgSyiijFktL3n/NUND01VqFXNJMJZjO3UjMG+koigKqqYsmnEpQiBdB7OcxzDSyOJf1ovaKbAn6vyLFlC7QIldYsxKCxQfK10yc8k8e7+6j4tHhqkUvK5YpCHExtvXcc/H7li22FVKVZ7/xkucfuncYg5JIOJn9Y5+7v/EXSumnubTBb79355g9PQEzZ0Jetaq9A4cJRiYwCmYpC4209i1CmncivA/sIwrsumO9cSao+TmCyuajOWSBeItMTbe+pN7cCy4nTq2w/TQLMVsmUAkQHt/C9NDc3StbV9SSEkpSU6l2XbPJuKXyTGFEGy9exNnD16kuatxWafGdT3r7P6tPf9/9v47WLL0PO8Ef8efk95c729521XV3qLR8N6QEI1EURIlkiInJE1oI5Y7u6Gd2J0JzWqliVhxYmcoUaJIiQJJ0QAkLAG0QRu0qa7q8v56f296d/z59o8v63ZVF0CApGiE7Teiuqvy5s08JvOc53vfx/DG197i/Lcv06q20XWN/Q/s4dT7ju8qU+6slevrbMxvkR/K43Z8rLTFnvtm8HvBri1Ada2Of9jHcix2VqrkyhkOPrT3z31sftBKkoQrr97g/AuX2Vrakb5C4yUMy6CyVtu11T/25CFOPnPs+ybl/lXVuwDj3fpvrkS8iXD/GPxvS4fNpImUjxrEIuLMCypnv52ismkQeAqW8wqzh3o88dEm5VxEEkMUa4imSa1h4WQ0bMcliT2ClkJvQ8NCMDIVkclLtc3mksu3v1RiYynLzprDwhUDQYRlN9jMJGSLMLVfMLkvZO6yw9UzIfe/pwkixjQVhCFw0jVA5+KrgrEZj+mDHvXtLKaloulyZd+sBChqhEh6WE5Et6XjdVWstHQqVRWF1TmTgyfbuF2d8T0B3fM2ppVQHmySynioqqBZNYgjBU2/nd0CdiomCBQ0PWZwNGD+WvC2ckkxQbQpDawQBiYKCnEsRwxJIpCcPVUqXe5UCylSKSLHIX2l0p1BIVJG038P5R4uhQLopobn+ruyOyE8iOYg2SQOfUQYk3UCEi9BsR5HUTTG9g4zMFFme6UiW/HIrJ52o0MSyxh5FIjCENORCbcIn9BzUdQYQ1/nwOEb4JtgnALFgXBFduuSFYhugjYK+gwoIyAaoH8QRbm7a+h2XP7of/86c+eWGJwcYHhqECGkFPK1L53B7Xh86hc/vNthieOYr//ac5x//jKlkQLTRyZRFOg0ulx44QrdRo/P/dNP3JPfceHbV1i+ssrMkQlSGY9D971BNl+l1y7RrCa0GoJs2cdMviqPn/PZu27iuVKWxz/9EF/91W/R2GnudgISkdDaaRMGIU989mEyhcyf+Xu5e8qF4OrrN/t5IttEQYSdsckWMwghWLm2zuBkGdMxcdsuO6tVBsZKPPrxex0pZ49PMXtskltvLTK+f3TXVj0KI9ZubVIaLbBydZ2FS8vYKYtMIU0YRLzx1be4eXaBT/3ih+8hgNY26qzdXGf1+jqBL/NznLRNKufQrneJwwiRCHZWa3Lb0xbv+5vvuauD9hdZSZLw7f/yHb7zh6cBhfxAFrfj8vxvvYLb9Zg+MsnkgTG8js9zn3+ZW28t8CP/5ON/JTLa71fvAox367+pEnEF0f2PEJyGpApJh119Jk3OvJDiW/8ljxCCXDHEySS4bY0rpzM0azqf/gcVSgMRECFEgp3qEYUK3ZZG6MtV0di0vPFqGqCA31NpVDSaFRCJR2U9JdUwOkShlIt2GgrX3zI5cDLBtASXTxucek+M9EDre4xoCenMFkmco13XmT3kcu6lDGGQoOlanzyqSP6FEhOFkv9yW3WLAoqqEIUquhFJueUdN/tcyZceHHdKdft1W3wspcWQHxC4nXulwqqS9LkWIePTHW695dNrK3TbCl5PxTBEnxDMrhFa1Oe5WLag15YmZPSg07+8JIEgCt7uQAgtQVFThEGEqqsMTpRZurKKbmgsXZ4n8XbIFX0MK8fWikN5TGXvkS50fwXh/j5CG0VXh3joA0WWrjjUN5s0d1q06x3CMELTVKIkllLcBEI3JLRidD3A7QpSGZ3DD6kcOtmDJJCSVGSXSGqeNVBCCVzD86Aug3EIxXrknuN17Y1bzF9YZvLQ+C7LX1GgMJTHtE2uvnqDk88c273JLV9Z5eqrNxiZHbrLhyFbzGCnbeYvLHH99Bwnn3m7NRhHMZdevkY6n0LVVXK5G9jWOlsrA5i2iZNVaGy3qG0bDE2U6W0/T6UxipPbw8js2+Z9P/5Ln6FT7/Lal8+wfmsTCQUFdtrm6b/xOJ/7P33y+339fqC69PI1vvrvvkUcxgyMlzFtg26zx+bCNnbGojiUp77VIPSld8mhR/bz5Gcf/q7dBtMy+PjPfZCv/Oq3WLy0QhREkgiuKAxPDzK+f5Q3v3Gesb3Dd3WKisN5Vq6v8+xvvsRP/z9+bHec7PV8XvvyGWqbDQqDOXKlDCIReF2PbsulOJInCmLa1TaGqXP08QPc954jzPwpVCp/3rp++hZf+3fP4nY9VFWlVWvjtl15TStl2VmpoKoKvZZLkgh2VqqYjsHf/mc/9pe2jT9ovQsw3q0/U73TiCiKQtxWFc2wcDI5ED2ECOUdWCyDoiGSCTwvoNd2ieOIXH4d244hGQHDADUDSQqogAgQsY3rNhBY2Ln9RAFE7RdwjGuoSQ9EhPS7yIBo0W7Aa3+cQ9UT8iXZjldVSOdiZo64LF1zOPdilic+1sRKJZAk+J6CYYDvJXhdA8uJ4bZPhSINvhavW6gqPPT+Nn/0awO4XRXTElgO+J5Cr60yPBHSaSks3zCZOuDTqmsIoSISqS6JUIkiDSGkG6nn6ZSG5OghucNiQzcUfFd2TcJAI1eMsB3pURIH0kdjdEoqeJy0YHNFJ0lU6aCaGNIyPVHJ5GPp95Eo3A7kDQMFJxMTRzpORsdOG1Q3AnIlA92IiUJYWygyOn0LVTXZXnWo7xgEnoZhJIhEobat7cp+Ufq2Y8rbvhyBf3tPvjeXIPQFzZ0GmmmQLWSorFRl10HXCN1t3FaV6oZNFPUYnMjyzOdKpNLzUiocb8oXSdY58bAg/AfT/MH/PsC10/PSe8IxcbIObkcSR3VdJU5i2jW5UjUdjUc/WuDTf2+TdCEPmJLEq2iSf5HUJAdI9KRySgDCBfszKNq95Mdrb9zEMPV7JIQCgW7puF2PW+cWZNBZEHL51ev43r0mTyD9cHRD59rrN+8CGIEf4nU9hALXXr/ByMfPsbnsUduuYZg62VIGFJmBsj7vk3JWeeuVz7O6eICpIxO853OPMr5vFNM0+Pl/9dM885NP8vqXz9Cud8mV0jz88Qc48MCee6Slf5byej4vf+F1RAITB962Ec+WMqTzKRYuLXPivUf55C98GK/rkymkvmca7e0qDhf4iV/6DIuXVlif2ySJEwbGS8wen+Lz//wPcNLWPWMoIaTT5dqtdRYvLXPgATneuPb6TXZWZMfEd0OZ4kyCnbZRtZB2rUNxuMB7fvRRPvELH8L6AQi0/zWrVW3zW//LH7B8bY1sMYNmaDSrbRpbTVI5B8M2qK7X6LVccuWsNC1suTz7my+z974ZHr/D/OyvQ70LMN6tP1WJaLFvRHQFRExMloVLId/5yjb1zQ4Te9scezRkfCYkk1kHXGnYFUtTKr+jYqiCXCZB90D0b0h3Xl+EgE5DJfAVBArtus7yrSy3Lk/RqgoGRmvc92iNYw+30XQVRAB4XD+XYuGqQ5zAwlUHVYV8KWR4MqA4GJMtRlw7l+Kh97ewHGmsRaAQRwLTEoR+LCWxKKiqNLzyPYVmzcBOxeSLscx0sRN6XZk+apgKga/gewrpbEKnpVLb1DjyYD+6XIWkr75QFUgSebdPZyLCQO+7lIr+GEKCAVVV6HUUdENheDJB0xUSkbC5bFIcDNl/oie7HbrOwlUbaQtu0G2XiKIKiiJI5yIGRiK8ns7gmI+TitDNGDslqG1HbC57iNjjrRciQl8gREwUSEv1ow9bGJZOp2Fx9GG4cU7Q6yikszHtpkbg3TZi63dm+qZpzcrty8m9+SPvrDhK0M2EdC6FYRuc/MBxvLZHErxJ0LNJEp2BUZ/3fW6UwyfXZLdKGQYagAbaNErS4aH3LlAafw//+h/JFWgSJ1iOiemY9FouzUqLwHMRccL+Uzk+9bOjPPmpNFq0BljyBOFLDoqigTYouRfJtgQc2jiIBgrfXUHQa7p3cQOEEOysVtla2qFd61DfbrJ6Y50v/vLX8Hs+bsfdPdeje4axU3erKizHlCqYO8q0DTRd4+Z3rkMSYqcSVM3Gsk3CIKS2UZcybj/ETtsUSxZjewu0OlluvjlHbb3Gj/7TTzIyM4Sqqhx6aB+HHtr3J56fP2stXV6hslb7rmm4qqZS7JufPf03HieVde4ZmX2v0g2dfadm2Xdqdvexdr1Ds9ImU3zbO+i2HHhraQev59NpdPjGbzxPKpdiYv8oV75zHcMymDk2xdXXbrA+tymlxP3MnDAIKQzmeexTD/6lgwshBM//zissX9sgW8rs2rCrmvo2qbntIoSCYRu7nkl2xmZntco3f/NF9t2/5y9tlPOD1LsA4936geudRkRJorN+43mCZoOx8RxTeyzGZqr4XQ8R9UgSufKm7+ao6YJ8SS7X35mBdbt1DzIRNepbfScRpHMRe482yRauc+Ocw/zVFMvXS2yt6Lz/czU0zSXwFV75ap7NZZNMIca0EpJEYWvFolEx2H/CxXIS3I6G76rkCvGuX2mSyJukqok+wJCVJBAFqvTZSCT3wLAS7EyM72lEUb87IG5bmQviSMpejz7iyxGCBoErkYaigiBNKhtiOTHf+XoB3dIwLY3ATUBJCAPJig+DmEw+RtNNNlcEvXZCYTDgQz9eozTkE0caYZClOGAyf0XHcgS3LhiMT1sUB2MKAyr77vMJfI8kkvuSxArdlsLOus7Gokqn5ZEtqGyvqnhdjURoGI5Co2KyNmdQHvUZm405eCpma1mlXtHROneeOIFpC3JljW7zXn7F96rbIgDbiZk6PM7YPjlbV8ZiTj4s8HoGUZjGdzsY+g4i2UFRMhIAJCAzYZAdL5FCSy4zPD3A2P5R4jCRnQrbRFEUvJ5Pt3qJ2voqf/d/3Mfs0bTsfMVmH5iy2wkLei0Wrtm0agqGkWXq6BilsRGI2iC+u0NlaazI8rVVGWUfxtQ26tS3GoDsPHQbPTq1LopWI1tIE/ghbtvj3POXWZ/b4uQzx+5Slrgdj72jM3e9h6ZpOLkUrWqbkZlB3G6agdE2naaCaZu47R5eLyBXypIrp9D0LmGQIp1L4RyZZPHSMm9+4zyf+LkP/kDn589TbscjSZJ7Ojq3y05ZNGstbr21wOqNdZYur6KoCvtOznD0iUPfdUzyztpZrXL5O9e4/Mp1rp++RTqfYuboFLlyhptnF9he3gGk03Gr2uWl33+D66fn+dQvfJj6ThM7bWGnLRRVwXcDeZ3qjxPjWH5+cuV7E2T/oqu6XuPmmXlyxTRux9t9XFGks3AUxkR95847YyVEInAyNr1mj+tv3HoXYLxb/+2VEO7dRkSKws7SVRYuBeTKWY4+0gHa1Lc1BkdinEzfBwF2nb3vrO/VEfU9cDsyUySOJDdCCMiXYvKlkNnDUpHRqum8+XyW6YMuB0+6XHkzxcqchZVKSOfi3RA1007oNjUWr9mMTXvYffdLwW2eQr9bkciQNtklFv19BhSxa4edxDKETVWloqJRNQg8te/1oNJpgtfV2Husy6FTLZJEmnkJZHeg3dBwPZjcF/LGsynOvpTCdxNMBwbGQ0gCkkQhW0w4+ohOaaDO8k2dTtNmYl9MeSTk8utpbl5wSGUt7Nw0pz78BCc+5LB2/RbVjRo72wcY3dNEtw00FtA1l04b3K5GddOktpNhe0VlzxGfib0R3/7DHGGgYjgWqmaiqR0C30HVobYNyzdisgUVVB3TMqUixFD73SEwnAwjs6NUN1zp+dA/pvee8bfr9sjG7Upm6G3inhAqSZKiONig01JRVItOo0UUhBhW7g671ztWlkoRO7WNaacJeuE9WRh2yiLyHNJ5BSfdvygrOqijEF3qgwyf+SsOz/2Bz+ZKgkhUBA6ZUosTT8J7PiUw0/dmhMRxTOAFLFxc6RNYE1qVNqZtkC1n6TZ6/c+ggWZodJo9dF0liRPctsvarU38ns+jn3iQVNah2+qhaMo99uFxFNNrdikOF2jXulw7l+e9kw00LaDXEX1wLn1z0ukWnpumVpHjHJEkKIrCi7/7KpZjsue+aWaOTv6FGX05WQdVUb6r8yRIUmy70uEr//abBF5IppCWkeRffIMLL13lIz/zvj9RybJwcYkv/5tvUlmvk8mnSOdTbC7s0G32yJYyNLabmLZFc6cpOQyaQq6cobpeB+tFnAABAABJREFU4/P//PeZODiOYRlsLmwjYsH0kQkCT2YFaZpKu9Gl23L/StJUK2s1us0eY/tGuHFmfje/yHJMTFvH77mIRFr33+kn0mt7ZIsZ8oM5Vm6s/6Vu8/erdwHGu/WDVfgOIyIh2Fpc7Rt/2ZhWA1WLCIMUuXKAqrxt9Q19kuH3GfEKAb22itLnPkSBbMFrBng9GfJlpxMyhYAk1qhuw5XTaQ6c8Ln4aoZ8KcLrafQ6Gql+yNltDka7obO1avHhn6xiWvJLmsT0AYTA7aqEoYqqyXbp7QwNRYFMPkTTFNp1TfIMPJVsMUEIaFSkSqPTSpPEAZMHfH7yv69imDGdpoyCV1UF31dpVlXa9ZBLr+f5zh+X6LV1FCXmvkeqnHyiQ6YQMzASEYYK3/5igVvnbOIYttcULr5qoxsmpaEI0xZk8wm58jb3v++bPP6pR3jk4z+Lok8gRALBawj39xD+Dp22TbedUNnQsDMKUwWX4kCC7SQs3bBw0incrkqzFqEbAtOMqe8IwEQIlaXrFpqpY5rSZVXTIyxHIY4MXFfHSKWorHXxuv5u1sz3K4FcMUrVSXhHBo/C9sYM+4unUdWor0xRdsEi9ABLumwCkEBSYXhsh8l9JW6eX2T62EHUO8JYpARSY99Rh6EJl10PCzUr53Oix9qCzZd/o0SnaTA27WOYIJQ0jbrKK19aR1FKvP9n7rWIPv21c9x4Y47SaJFWtYXbCXbD4bYWtwEF3dAw+gFukR9imBapvI3b9iFJqG7UOff8JaYOjROFEfd/8AT73uHM6HY9Qj9k38kZmtUO81d0RiZr7D9WJ5O3CYIU7apPeaiOomRYmjtG4Dt0G01unF2kvt0mcAOe/+2XeeOrZ5k+OsnHf/YDfyGqg5mjEwxMlNlZqdwzJknihI2FbUI/pDhSYHzf25yWwYkyG/PbfPM3XmB0dui7bluv7fL1//A8rUqbPcenUBSFVM4h8EI69S61jVXS+RR+r43XJ0gWhnLkSlnS+TT1zTqV1QqqruF1fEmaVdVd/obX87FTFqOzQ1x6+dou8PvLKkVVURSF0kiR/ECWZqVNvmySL3coD9aYuxBS3VLJlwxSOZ0kTvrunoKxfSOEXnRPYOZfdb0LMN6tH6ySOpJQKdnYSRLhtj1MWwcEqpqgIAmNhpnsAovdiJEf8G1Cv++YqSgkibzpKAiiUMFKCRQB6WxMqwrpTMzWqkngCWrbOoWBGNP2mbvk0GlqWHaMbtJXiahM7Is49WQby07wPUBRsZ2EKFDRTZWUEhNH8r3DQG65aSZM7gtYum7z2jdz5EoJ1S2FrVWzn8siGByPcTsCzy3yI/9dgTCyOPvyDgtXJRdEN1RyxRC3KzjzfIrKpk0qn2Hm2CAH77vJqSfaVLc0wm2V4XGFr/zHIjsbMudl8ZoDAnLliG5Dl5yK8ZB2Q0fVEl7+Qxcn9QYPfkRA+udR1BxYjyOSOrFfZelWj3Y9Il/cojjgsbVisL5gkikkbCwbaJrgwIke197SCAMLkWjS8wFp1R6FkAhIZRRCXxDHkCQqmq6haSpeJ8D32oR/CpfDJJbAYXwqwDbO0K1HZEryBr6zNUV5aJXS4Dp+FzLlYTTdlSZXitG38U6DaEseULyKojg8/uE020s+Sxe2GZw+jpMp4HV9tlcq5AeHefzT06i8CbELSlkSRjGAFOdeSdGomMwc8lBUEzBQFJ9iuQ1C5fx3CjzwyYjiHd37XtvlzT8+h5N1OHFonM35LRlXDqi6BorSj2fXgRjL7lEoR+hmgKYbVBVNkn4ThdpGncmDY3zkZ97Pqfcf2+0ubC5uc/HFq1x94yY3zsyjKAr7Ts4ysX+EenMvm5tLTO/bBNEgDmK21wZw/ZOgwPTsi7zylQoagvEZG7eXZ8990ySx4NbZBb70K9/gJ37pMz+QC+ifpizH4qkffZSv/uq3WLm+zsB4aVdFUlmrYZgahqnvRrHvlgK5Upqrp2/xX/7VH3H8qcPsPTFzl/nYzbPzbC9XmNg/Sn2zQavWIUkSymNFAGqbDeIoIklk1yhXypIflP4QmqaimzpWyiL0QzqNLpZj9DONBG7HIwojpg6PMzBZpr7RoF3r/IUBDCEEmwvb1DYbaLrK+P5RRvcMkRvI0mv1OPjQPhYuXkeEi7hNj06ioZuqNMs7VieMfNaXBjGsDFPHxxkYL7F0ZZU9f81ySd4FGD/EFXgBXs+XXzjLwE5bu7O9VNZBURQalS22lxYIXB3DLmBnLRxbYNqQhCHt+hwKHYaGVjC1Nig+0EYRJqquEvlRPxGzL1+8HbWuSeMlRREY5vfvXtwuVbuj63EHKlFUdrmDcaiC4hCGAQVbxpnrhuwsjExFgMvGkkmvpeF2Zbharhjx8PuaZIsxYQBxrCKERcPTsW0VJ+2jKAGdlsLKnAVCBrI56QTTSsiVYsqjCatzJUojKcIwIvQlaVIz4chDPocfH+O+x5s8+7tjnHsxQ7veJl8KSKVj3I7B+e8YVDZMnIyC7QTEcZWDJ6p02ybdlkqhHHLxdZutFZOR6YhOU8PtKNhpafWtD0Q0qwa9jqA4GNOoqIzNRJz9dsiRR26QMs6j2E/1j52DoqUI/ATLrlMc9HC7BlHYT9YVCQrSidO0AsZmPFbnHXzPwLRjSgM+G0sSTGqajOlWtajvcwFWSsXvxfhuuJvSis8PVCKRqbEf+DHQ9A6XXnsLTU/h5CYJAoMLp08xMCgYn95iYq9AUR3ZbdBmQd8j/x5ckERMxQHjJFNHxvjML9R49csLLN+8RHVjFsuxOfDgXh7/9ENMHRoh6o6RuK+gKYuoyTKoaTxvhltXEgrDAYrWAwIQsXwPVSc/cpTlaxFLV1bvWlWvXF+nvtVg4sAYmiZvELWtOjurNXLFDJWNGp16F0VJcJwulh30u2ISGKYyEemcQRCWKQ4PsvfENA9/9BRChIikxcLFDb70b75NfbNJrpylPFpk/uIyV167wfj+UfaemKZaGaBRD2nsLLN0eZ1UaZL3frLO5Ow1Lr2WUN3QGZkWKKLOyFSEoVdRrFEmDo6xdHmFW+cW/6sYa72zjj5+EN3QeP0rZ1mf3yIKIpyMzYlnjrIxv02n1rlLNZKIhKUrq2zc2qS50+Kse4GNuS3ShRQPfugE7/ncY2i6Rm2jQeiFXH3jFo3tpnQl7ZedsUgXUsRhjOkYDIyVMMy3PUsEclyZLWURibxeJULQrnVAUUhlbaZnJxnbO9x3SdXuMn3705TbkWRjO2Pv+p/cWZW1Ks9+/mUWLy3jdaX/S34wy8lnjnHs8YO89IXXKanwkb/ZwdR7rMzlCf0Yw4pYvZWhvh0xNtujPGbjFI+haRqr1zcYnh78SzUD+0HqXYDxQ1jVjTpvPXeRV77wBltLOwRegOWYpPNpnKxNrpylONBj6dJZbp3vEPiSh2A7Ca4Lw+Mx6VxMkoDlJEwf8Nhz2GVsT8Dsoe9gmCoKOkcfULl5QafTNPB7IaoKuu6yuWJw7WyKa2+lGZ/xOfWeDoYVMzIVon+fT5yTSei2JMrQDAGKkCtoJ8FzZR5Go5YiFmncrsbhB3roRppD93u8/NUipVGLsVmL8njMyjWP7XUdtxfzyPubPPDeDpoulRJxJMPAbFUCGd+DpesWL3+5yNWzaSb2hhx7pMvIVECuBMXBiM/+bIWd9Q69jomTlW6gm4sdROwTRYLm9jf5jf/Z4cJ3iiiqTq9joyhp3K4MH1PVDh/+iSr7jnuYtopuCIYnPC6fyWCnElAENy/a6JZA1aBZ02RMe3/cpOtSGtptKQxPRrgdhWzeY++xGgsXKiTab6JlBzj82AEUdRxN6XLwvmXCoI7jBHSaOtm8wY5hkUQJmUJIYTAijmHfsS6FckRt26DVkMqTXlvyT7yeTrclPwtTByL2HnWZmA24/GaKi6/n6TR12M0pEeQHpFFRt6XLm+odcfa3qzwC43vTnHgc4rDGjUtXqO3UaVXb+G6AlbJ58tMfZPToCdL5EvhvQHQB4huymxavgloGbY/kUwBTB0tM7k+zvbSAG58gXTrJ0NQAvVaPV754hosvreK7JcanBU99rEJucIowioiDNexUjDQacUB1pDTVOIimjaOoy/dEZkeBXCnfyWUYGB+gtiHtsVNZh26jRzrrk0QRvq+CUDAsjchXiGMJ7EamXcxsCSG6CO85RPAGcVCnu77EzN4CYzP34/YK5Aay+G7A9kqFpcvLpHIOpeEC1fUaipri8R/5OM2N1ykWz9Jt5bj+lg5E9FoxVipHMWdCdB2hFjAtByFg6crKXwjAUBSFQw/vZ//9e/rXn5BMMU15tMjn//kf0Nxp3fX8jbktlq+sYaVMUvkUgxNlZo9P0dxp8fIfvE4ql+KRj92PEIKNhS1EIsiWMuhG32clSaQjaiKZ4rZj7f7sdvm9ANMySOdT6IbKwHgJt+ORzqdQFIV0IYXevzhV1+vsu3+W0kjhT7XfS1dWeOu5SyxeWiaJE8pjJe57+gjHnzq8uz2tapsv/m9fZ+3mOkNTg4zMDCESQX2ryfO//Qrj+0aIw5gLL55le26b8qjK2KzH7BGDiQNT6FaJr/76FhsLClCDyioKBiOzg3zsZz+wqzz561LvAowfstpe3uELv/xVLrx4lVa1jaqr+D2fzcUdOZMczDF5QOPStxdpVFR0TUHVE5JYpVnT+jeUhFRGjiICX+HS6xnWFyye+kQTr6ty5MEeqhZgp+DwA7C9ZrC9blAeitDMhN//lUGaNZ18OaJW0dleM8gVJWFz/3EP9Xvwy6SjnsB3BYkKKAmGKUmBmgpdT6W6ZdBuOKwvwtisweEHeoDL8UcF196yWLmpMTLVodOMWF1I4XUSPvl3qzzx0SaFcrSrVjFMMC3Zrk8E1NZ0FFT2HOuRL4fMHvYRQqG6qWGYPmNTHrohGJl0iSOfXqeNqgj8AYO1BZskVhgY8Rkc81HViOe/MIgQMZ2GgZN1GBzr8MRHtikNhjRrJr6nUhryGJrw8F1YmbNRFHajzgHi+O2/3y5VFehGjO2EqKpBECgYZsLgWAffu8oX/9PvsbP6GE9/bA7iDdLZBp2WZNumshF2KqbbhvUFk6l9PiJpcvbFLM2KBEHDEx6jM9DY0RidCTn5uMf8NYskjhieCMkUEjQtwUknPPPZOrOHXf7w1wZp1eWl5OSTHZ7+VJ23Xs5w6fWMNAITsmMReirdtkYmL5jYp3LtrOCJj+t89ucSLr+xxK/9izLpfJrxfaNkSxlWbvT4/P/7Ip/4+Q+y//6/DfE8IrwO7ldlsK1xVHqg3LEaVlSL4UkNrDpqapB2vcMXfvmrzJ1fJJNPk8qmWV9UWLjsM3voDXIlk1wxQ31HJ1tI5OhFuKCkQEkTeCGqppIfuPvCnR/IYjkmvba720YfGCuyNZCjsdNCUSFX0rFTLs2aivATnLRKkih4XYFuKliOzgPv7XL9wiZHTt4kaHgYdpHGTkiv1ebIA218r8vNq4/Rbg5w6JH9ZAppFi4us3Bxmduz94c+coojjx1g5+YNelWbxWsKnaaMOs+WMuQGsvIGJ6p9+e20VCW8AzTdLiGifu5KAuoAivJny7vQdO0eHsa+kzPcvIPAeNtOXDc0LNvE7/kUBvMoikJhKI/vBpz91gVOPnMUpW8u5WQdei0XRVWw03bfCyRNc6dJppDG9wK8roeTcRAI/F6A23GZ2D9K4PocfOgIo7PDfOs/fZsoiCmNFlBVlSiM2F6uYGcsHvrIyT/Rm+Oddfk71/nav3+WXrNHfiiPaRqs39pk+doa63ObfOTvvQ9N17j40lVWb6wzfWRiF5wqmkJxNM/6/Cbf/t1XmT02xcEHxhBBjc1lm0ZVZ+rIKFOH5bH8qV+a4ua5LBvzmyj2Hkb3HWP//bP3uL/+dah3AcYPUd3WUc+dXyLwgl0jll7TJZWxiaOEOIrZXlqmWVFxnBhF63s8Gglqn8iYDEBxSM7ULUchmw/YXjM4/VyGD/9EneWbFjOHfBBSXTE4FvHqH+fRTvV44Q8LVDYNZg65WLa89q/MWcweElh2Qr2iUxqKbvNEgT5nVG7FrkKj11YxLEEqneB7KpVNg+vnctw4P0gUxswcbPKhH2+RL4eAzdBkgU/+TMCz/0Xn1iUNtwPpTMCxh12e/FiTbDEiDCQv406bBlWDxpbK3KUUhpVw4D4P5YTLzrpJZdNAVQVbyyaDoyGFgQhVTfACOcdtN3RWbtmYlqDnqTSqFpYTceKxDks3Ulx9M4PbCbFSKg8+vYPtRCxctVFUHU1X2V5LMTDmMzwZ0GlqtBoqw5MhN87JuXgmm9CsaG/zWfqx9pl8hO8q+K5KKpPQ6xgIdJy0yv1PrLIx/yW61RrptINuZElleogkIogFuil/P53TGJoISWWkXPfcd7JsLpmoKhSHIgZGQ6YOFyhP5EnlVxkY9llbMIkilV5Hp9tSqG0nzB72eO+n6+xsmAyN+zz2oRaNqo4QCpl8TGEg6rPe5ajpxvkUbk+nuin9R772nyLiWMe2XQ4+NEt+oHzX53n91ibP/uZLjO8fobbhsHCxRK+aI5dX2HfKZGDsHVpn0ZbhdP4bCLXA+WfbzJ1bYOrw5B2qhgypbBnbWaTTLHPfEw5f/88xnqtiOwaIFkmisTHvsX5zmeJIsa9qindvCmP7Rpg6MsHNM/NMH5lAVVUMy+DAg3u5eWaO9bkt9p0wKQ94XD5tU9uCVk1B1QV2SmF8VufA/Rrba01SqctodHnrhUEULaJV69Dcidha0Rnfs0ox/xKN6sexbJO9J2bIlDIEbsDf/md/g9E9w7vbZJrbtGMHSCgOQX2nTxyk74QmFEi6JIogCqJ75IySIHwaEXwH4g0kMiwhzIdRrKfuyTf5s9ShR/Zz9tmLrFxbZ3z/CN1mj17bw0lbNKtt8gNZind0DoojBbYWt9lc2Gb1+rqUHTd76KYulTO6RrqQQtVUMsUMM0cn6TZ7LF9dxUq5/Rwak/F9ozhZB93UOfnMMaYOjxPHMae/9hZLV1Z3wcTAeImnf+xx9p2c/R57cOfxElTXa2wtVfjSr/wxQgimj07uvlaulKHb7PHWs5eYOTrFkccOcPmVa6RzqXtUPPXNJvWtBqqq4mQchmdyEGQYmc2zvRry2tfbHHygRHHIxE5rHH7QZM9hnaY3Q2nsrye4gHcBxg9VbS5us3hpBZAjADtlUd9qyHlg2gIlQlVbNKsqhin64KJfQpIh7XSC72n02hqpjJxxKioUBiN21i121g3iWF6v4lhKC3U94elPd5i/bLO24DA84aMoOijSFdPraFw9kyaKdAqXBI99tEOx3JU5GUoaXc2gUAZjDJQEU2tj2B0a1ZBOQ8ULisTGEcZPPcP4SYPy8A7Te+bQkleARGZJiBZTR1x+6v+q8Lv/+hb1TZeJvV0eeG+LwfEQt62hW3Ff9XLHbgvJxwgDhXROqhuyxYS1BQXTStBNgddRqWwYZAsJuiFIYqkW2FgyUVUphQ08lSDQ8F2pWjn+SJsrpzN0W7D3WIvigMvqvEFxKKIw4GE5ClGo026oDIyElIY9um2Hh56ps7Go02sLSsMxW2u65LKoUuaq9vkQtU0NKxWjqDFLNzTOf8fA7erkinMMjAmunlZIZSI0zaQ8HFIcUFBSKpV1g80Vg0OnejgZQTqnMjLVJDcQc/HVPIqSUBwMeOwjLivzWa6+CUcfCOk0TfJlHSFiPNck9E06zS6+q3D/023adRUhFOav2KzesmTGiC7HbgLwXYWtZZteR6XXVnA7gp01wdaKYGBUQ9MLuN4Se47D4KQEGYqiMDwzxNLVVX7zf/p96psNvK6PikccNnj16/DYx8o88pGS9DGIbkpXzqQGCKLW71PMbPPI+6eoVqd2gZqqRuhWiNfLoWpdDj/YYPlGiiunBbYTY6cMmvWAuUsXQMng5Bx+73/9I/bdv4eP/+wHyBTSqKrKMz/xBM2dFouXlsmVc7sdjXQxwxOfneaRD5eZnvlDKluD3Djrcv3sNoYpGJ0xyBZVTn/LpdeGz/z9AE0v0m3H1DbX+u6vSj9F2SZbWKe+9hbF8QfRdA1VkfkUo3uHd2f8c+cX2bm2iG3XcTLDHLwf1uZd1uda+K7P4HgZXZff1+2lHQpDOQ48uPeO74FAeN8E/2sgNDl+IpGZMP5rCPcPEc6nUIxTKNq9YWk/aOUHcnzyH36Ir/47SQKtrNeortXQLZ1MIc3onmF04+2br6apJIlg+eoq5567hOWYaFkN3/VJ4oTAi/HWPIqjBWaPTVEeK/KP/4+f5Xf+xRe5dXaeKIz7YxGNVM7hfT/51K5t+xOffpjjTx5m4dIyfi8gU0gxe980zveIlL+ztpZ2ePkLrzN/YYnNhW025rcYmRnCSduURoq7z0vnU1Q36lx6+SoHH9qL1/P72Th3185KBZEIDFMnjiKplFLSIHoMjGdYvNLj5rkOD76/wNrNDZrb11m4anH6xW8yMPYWpz5wH4994oH/6qTdP2+9CzB+iKpVaeN1fcIg3F2tBX6I2gcSmq6i6wG9CEz7bsMkgbSVtpyEJJK20v2cKkDmTNRDhVZNozwS9glrCkJooCTkCjFhaKLpKnZKBWK5YlL6QVNoBL7Drcs2T31mDCvtg6hB/l+iWg9+1/0pD8P3upSJpINo990YFVv+ATQjJpu/Sr4Ysfdol/JIRNLvBKt3mGjdWUpfqoqQ4ENRpFW4rovdvI1uW8NzVdJ6hKYnJLFGGKjoRoKiCBRFRSQKiZBGXkPjIbqekAiFOPIIg5DJvTHF292bvnFXEiuEAQyMhjjphPJoyNOfqvHyV4s0KjqpTMTyDYfAk9knTibm5vkUqWzMIx9ssnDFYW3Blv4cmsBJJ1x7S+Hm+YBTT/lk8hB40jI7lYvJFkIOnQrJFSX4M60Et6cyNu3TqrnSVTSGxjbceMulUdExzITtNQ3LUSgNqRimSrtlkFMTDFMqh868mKXb1NENQa+j0aqrdBrShWxgNGJr1cTraTjphHZDRySCdFZgmIJuS2V0xkQ3lqivL3L4ZBmh7qVWGUM3NCqrVWobdQ4/sp+xvSOIJIvw29S2PJ7/vR2yRZ2jD9Yhnu8f2AEwT+I2Bb3uDgfvW2Th1gDry1KpYloehhFQrU4TeVX2Hjf5xN+JmT6ocubbKVZuRFhOyPEnSqSKx8kW07hdj6uv3kA3NH7kn3wcRVEYnR3m4z/3Qb7+a89x7oVL+L2AXDHNQx+9n4/9g/eRH0whOrcYGNvk0EP7qW4MsLW4Tava5swLEd0mHH0kx9CkS6dt02s3sByTKIwJvVASpjUHO+0RetvsrFYZnpZjnxNPP7wLLqIw4oXfeYWMU+KR97dp1HRGZxROPiU4/0rA2i2fwKuRyam02hGZosoHfuo9d0tBk3XwnwdyoA9Iu/TwMoiGNCILz0FSQ+gvySA18+T3+GZ+/5o4MMZP/F8+y2//v77I9nIFzZCqJATcemuBTqPLnvumZQ5HtU0677B4eQWBwMk65AeyBG6A78rMoDhKcDI2SZQwcWCM4mCen/0XP8Xq9XWWrqwS+hGFoRz7799zj4FWrpzlxNNH/1Tbv71S4Q/+9VfYWtxhcKJMtpihYtVoVdtce+MWBx7ce1fydTqfYnu5gqIq5AfzrN/cuEeG2+l3ZUI/kiZxGAhtCqKrqPTQNKht+tw4M8eZZ5dZvq6ysZzDdStszleYO79Idb3Gp3/xI39hHid/lnoXYPwQlW7qqJqKqmnS/hZpMyuSvnFUIhBCuWs8IUsaIylK39TQVO5RfSRJ/8ZrCqkkUG5LUOX7xDG0atDYURGJTiojiYi20/ej0GJKgz4zBxJU0aPXDND1mPrqPyaOIyzTBxI6LZ3N5QxxkufgiQ7pXIfAi2nVTC6eHiEMBygNbFEcqDMy2SaOLbzwKOXRDJHfYHu5SeC1iYKYbkuj11Zk58FMvrdW9rYk9q5uuySXaopAJCq6LohClSjUSGJlN38jSWTQV5yo/d9T0FQFN9IYntTRrJgwUBmaCDFt8NwUoRsRBpLJnsokOBk5GtJN2Fk1mNzn895P17h61uG1bxRw0jHlEXmcLVuQKYQoSN5GZV3e1FPZGE0TZAsxyzcslm/YGKbgiY/1sFMKUaTQ2NGwUzFJIscTAoVu06BVV8iXI/YccZm7bJNKxRSGIqb2dykNWeimYGg8QDeEBFdJgIqH7kR4roqqCcZmfIYnOoDC5rLJ+qLBwpUUtR2Dbkuj29FIpRPcjoqqSAKv15POqbqh0WmEjO+D9XmFndVNnvzEJusr+7n61iEaO02mD0/uWiOjFlGMvZRHbrF6q83Z52IOHV9DU11QcmAcBCWNprn4bgrfcxkZn2NrfZY4MkliTcpxk4R6pYAfHqQ4nOahj2pkygusXN9i5hAs3BxhZ1O+p5O2GZ4e5NbZBdbnNhnfN0p9q8Gz//lF1uc2mdg3imZohH7I3LkFnv2tl/nEz30Q03wKEf82xJuUR4Yojxapb/X4ztdvMLFPxykcQIjLhH6POIix0xa6oREFEV7Pw8la/WRbnZ2FLUIvpDRS4Ph7jux+VpevrrG5sM3UwaN02i3yxQrtZpGTTyUMT/iceS5gc8Wn2x7k0OOHeO+PPXlPwqgILoNogXZQXgSiyyDqoBTkHDGpgzAg6SLc3wO1jKJP/glXoz+53nr2IutzWxx74hADYyWWr6+RL2eJwpi1GxvYKYuh6UFqmw1OvPcI8xeWmTo8TuhHdOpdcgPZ3bFAkggqazWCwZBjTx4CpPvp9JFJpo/82bfxe9UbXz3L1uIOM8cmUVWV+nYTTdfIDWRpVTssX12lOJx/GwAGEamcg6qqHH/qMEuXl/F7PtYd+Sm6odFou2QKmV1yaSzG6TbrqGIFtx3gNmu8+uUeV950SEQBzRwiYyr4PZ9WtcOz/+lFjjx6gEMP7/+vvs9/1noXYPwQ1fj+UcpjJbrNbl86KpF9t9lDCEEUxvhqDiezTa+loqXvXtHruszYKGf7s/nbhowKtOsa6VzM2EyAaUvQkCQSiHiuwhd/rczN8zaNqkKjYmFYgs2VmJmDHnuP9th3vEdhIKY4GJLKit1VfKlc6XcN5DYUyj4jE100fQtVk/d804RMrsvIVB2/pxBF/XGOIzAsD997lfVrFrcupWhWNeJIIVeMqW7qXHuryHs+0aI4FKBpux5hu+8n91G6ISaxBAiBpxKFKqGvgpDBY4XBSHZAFAXfcwCfQimium0SmQlRoPRfT2A5MedfGwZ9Cs8NmdznURpuEMcaimoSB010UyHuW3inMgmBr3D62TRxIl0yDUNhdCpidCpgfK+PrisoqpTaqSpEAXznjwtkCxGGJcFHKpPQa2vUKwaDYyFr8xb17R6ZnKA8HMv38RQ6DR1dpy/BjSgNKXiuQmkoQCGmNByRzgm8roumdxnf4yGEoNfW0Y2E7TWTTgPcrsreYz6mLY27TFuQzsdMH/RYvmGRSidcfC1zm9yPZsjzliSgxLLjEoXyGKzOKZTHTOwUzF0yuf9phfGpG9y6EIGAsX1vm1AoKAh9D6hZyqPzdGrrNCs98gPTNFsToBbJD0j75Fw5S20rZGy2TTrToNUYIghs6rVh8vnrOJkhsuUcKDpxFNOqtBidjokji511B9OpoygmvpcilXPYXq6wdnOTsb0jPPf5l1i6vMrU4fG7VAtu1+Pii1cZmR6S4VOiB/5zEN8CwO/GhD7kxvbjh/to1HZIpa7dbp+hahqGpWPaJplMh9q2yuI1A69X48CDe/nI332G4enB3ffrNnvEUYKgyI3Lj7Dv0GmGxxZo7HjcPJem1zGwHRXD9Fm7domXfz8glx2lNIwkyeqHZKcCoz/7rEhAoRSkPTv0f9YD7STENxDBmR8IYARewK1ziyxeWmZnpUq2nGV4epDTf3yOXD8AbfLQOL2OS22jjqqpxHHMrbcWcLs+w9MDqJrGxvwWA+Ml9tw3xa23FmlsNTFsA1VVCbyAOIo49uQh9v4F+0C0qm1unJmnNFLYDYfLD+TQDY3Qi0jnU3TqXVrVNsWhAkmS0G32ePQTMor+6OMHmDu3wOVXrpMppMmWMyRRAgLCIGby4BhWyqJd73Dz7DztmouiZFDocv7liLnLDqqeQyQGmtEilXVkCJplUFmv8uofvfkuwHi3/mLKTkn2885KBcPSaew0SefTWI5Jp9FF0zXslMPgeIrVnofvKhhWgqrKdkQUyYu/qsqRgaJAnEC3puO5Kg8+00LVBKPTsn2rqgmKqvDN3ynz1rczjE777DvusXzDxrQTQl9hY9nkvZ+pkR+IsTPx7usC0L/pCAFRBHEgb6LWHXylOKHv6CgJpamswOtBq6bTrKgMTQQSgOQj3K7MwxgYCckPxLz+rRxX3nSY2BMwK2B4IpApqbdLTkVIZSTwASkNrWwa5EsRvY5Gs6ZTGgopDITYKUEU6AihE4UBY7M+QSizO4RI0HTB4JhPfcfg5qUyTibGigOmDysEgYlhhKiKBHsiUdANQSYvAUwcKRimgvAUkkjBjwXVbRPDklLRJBEYulSWKIog8DXCQN6kpfomQdNgfdHC7Wp4vZhsIaa2o1MejvrOpYIoUrFSya4xmW4kJDGk0oJMLiCTVwg8jeUbJhtLFnuOdkFIxU3oJ6wvmmwuW6QzMbNHXHLFmIWrNlurBnGoUhwMGZoI2XfMIwoV5q+lIBGUhyLsdEJ1UyZ/mnZCNh9jp/sdsEjB79RQlAJCqHheCsNsMjw6T35w712BViBj5YenWpTur6GrDXw35MJ3drh2NmRtuc7QmM3JpwuM7RmmXW/iddsksZyVJbHg6plB7ntojj1HJbAGEHGMptURUZOVxRSjI18mU4ixnBR+NMXOxgHmRUK31WN9bpO580sMTg6gGzqCSPpnKDqmZWA5Jm89f5EHP3wCy3kGYZ6Qbriii11SMFKX8IMsmh8zf32avQfmGRxr0uuYRKGCpimM79VJpVOcf22WbLnI3lMD/L3/6SfvSQ41HZMkSei1eyRxkXp1DNNc54/+Q47Khk5hQMVKaYzO2ET+LW69ucSXegY//k/S8rumFoEM0J8lJi355VDubLVHyHGkIrtE0bXvez1aub7GV//ds1x88Qr17SZREKPpkgwbhzHHnjiEENIU69DD+6ms1dhZrtBt9/B7PoapUd9ssL1c2Q2Quy1h7bV6VNfrJHFCpljEsAye+tFH/1TKj9vV2Gly/fQc67c2UTWVqcPjHHhw710ZMbfL7XgEbkBmVPIsQj/EbUvfi83FLdK5FIkQhH6E7wZszG8xNDXA7PGpXafQT/zDD1EeK3HhxSvUNhokSczMsUkGxov0Oh6V9SoLF5bptnrYaRuvIyiPjXD5zDLtagfD8nAyssvabXRJ5VOUR4uoisrCpeU/9f7/Rda7AOOHrB744H1EQcSLv/cqN8/MU1uvE0Uxet84xs44WLkxDtx/mYXLLm5H6zMwVAwzoTjokyvGbCxZkoOgQCobc/9Tbfbf5zI6FVIcjEnQIYLVeZuzL+XIFWX0+NB4iKoobK/q+J7C8LiPYQgsKyaTTbD74OF2F2GXeAckfe4DvP0zVYGYu023dAMyeckLqO/opLIJUagyc9Aj9FV6XZW3Xszw2jeyeK7G818ooKgNyiMhhiV2X/+2zaiTgcMPuMxdsnnlq3nmrjgcf6TD5D6f4QlptlXbMiiUQ3KlEDtdJwphZ0NnfMZn9pDX52LIoDPNEPyD/+EicaTw0pezRL2I6loH3dLI5BKyhbDvGApeVyWOdXRd5qE0axprixaVdZPBsYBuW6Ndv024TUAo/U5L/2AokC9F+K7K/BWbzWUTFKjvGFh2QqEcMTIdYNiCXltD10FVJPejtqmTH4iwbIGqJThpQRCoLN90WL5pMzrtk87GbK3qDE2EGKZA12B0KsCwEjL5hMqGwdqCiZOSibntho6TSdAGIib3+eSLIUms0G5qrC06xLGC7SQUB6U1eRxJb5PySESuFLC52mZg2KFdi1AVk/2nbPZeGKLXdHdHJIqSMHvgHONTN+g0IuoVg15LJVto8OB7uxSvxJx7pcTKTZfHP1HmvsdKbC5E3LrQxeutIIQgP1BGz/0U5fE5SQxF0Gu0CLwuXjdmeKKH2zVp1w06jR4Do1cYGbmFmgzwwm/Da196k83FbY4/NY0Ir0GyidsJ2VwW7Kwb+J5FEgu+eeRFnv6xx8gWS2A9AUBhPCFbXueNr71F4Ia4HY9COcf9T7ucfKKKbijyu5rKsbZylE7vALnSBu/98SfuARdbSztStXJrk4ULy5RG02TsJTbn82wsagxNqQRuQLboyEwdpcPkXpvlm1nmr41y+MGMlKQmt0AEknvxzhwZEcvPnnZbcqqwm2D4Paq2WedL/8c3uPbGLbrNHoWBHFbaIvIjqpsNuo0ut84vYKVMymMlDFNndHaI0dkheh2XN79xnm6jx96Ts9hpC8PUmTu/RGNLGmwde/IQM0eniJOYlStr7Dk5w+TBsT9xm75b3Tgzx9f/w/PU1usYluQGnXv+EqN7hvnEz3/wHpmtk7ExbQO/6xMFETfenKdda8vOoqZR65PqFy4uMzwtwWfghfzOv/xDdF1jaHoABGwvV9he2mFjcRu35aLrGnGSIJJ+p7nnky6k0TSNkdkhNFMjcKVkGmTismGZJHFCt9GVpmCK+IEDB/+y6l2A8UNWqqry2Ccf5OgTB5k7v8jajQ28XsDIzCCWY8kcCEVhZOZnENEO3/z1z7N4eZNuOybwc5ipHBN7VcZmPEJ3E0VUGJvtMjShsu++Q5ipQVBNVFLgfJTVV87j975FcUZmVqQLGrniNmMzIY0qHHukh6ZDpiC7InEsR7p3JXrfJleqbwdhwR3yVeVugCHDxwS2I+i2dVp1wenn8phWwtxlh81lk2bVwLQETjpidc7mC79aRjcSHnl/p59qKnkjcSiRhhCCqf0uzo8lqH8gePWP86zMeRw86eI4CeXRAN9V6HVjhidCVm/ZuF0Vw07wPCgOgqYlUrY7GpBE0GnpzB7uydV9LKgsSZvtQllHNxOSWCHwFEYmJX+iVVe4edGh09RJZWIMMyH0dRpVSTAdGg92015NW8o+R6YChsdDqlsGzaokZEahgqYnuF2N2rbBxpKJ5fikszL9VAgNw5TdmtqOQa4YkS9FmE5IdcNm4ar0lsiVesSRShxpxJHMM3npKwXy5Yh0Nsa0O9R3dNy2xvaKBJQokryqG4J0VlrGuz0pM5aEUUFxUAKiKBTEsYJhCIbGQyqbBo4jeM9nU0wfmaAwEGGnLPbct4fz357v8xN0CqUtRidu0Wqk2Fr2SGJBYaBAFLXRE4V9x3Zwe0XW5k1Of7PCvqOCA4/+CGr+FN1mDytlMnt8ilwpixAehNfxuls894cv4zU19h+/xfZqFtEPVQs9nWtn2oxMt3jyI3DzWoblmw1q6+vUVxcYGNVxOxbXzvi0GyGWI9BUi8BL88oX36C6XuOz//hjuwTDt569yPKVNelM6YcYlkFt2+BrvznE6Wd7TB+MmT66Fyd/H9VNhZ3VDaYOT3D08bvzUJavrfFH/9+vUVmvMzhZZu3mJt36Dq9/w6fbNrFTgtANpE9EMSU9MJDnQCQRS1d7HH4oB9qwdC6lIg3MbgOMJAYlBNEBdRDU/phKtEA/9Sdehy6/cp31uU3CQEbI3w7n0i2ddD5Fq9KittHg+uk5Tjxj43V8us0uKArVjTpBL2Dm+JRUvwFje0do1Tqyy7FaZfnqGplimo35LTRNo77R4Mu/8k1m75ti36nZH0gJsrNa5Wv//lm6DZeZY1Oyk4uUI69cX+cr//ab/NQ/+9xdEtBcOcv++/fwxtfP0a62adc65MpZVE2lMJSntlkn8OWoJFNI0ax20HSNTCFNbbPBm984D0JQniixfGUNr+fvvq/EBgJVU7FSJqoCTtZm/OAoV165jpO2iIJod9xtWAaqpqIZOu1aB01TmT488X33+y+z3gUYP6SVK2U59cxxTj1z/E941jh//1+e/HO9Tzq/RKZoMzBxR1BD1MZOK4ykfdK5BFQ5ewdFqg7eQXL+QZNW7ylFzjjiWGV9Qd4MLp9O73ItnLRs/4ehQuDp7KzZxHEXQ5dzfNVIgQhl7oiik871aNUF9W2TfcddysMRnabO4KjLyFTI5rJJdctEAXodGb8euCrDEyG9tkbgmdjpCE0TrC1bOGnBofs93K5Gq6Yzvsdn5ZZFp6lx8JSPnZISziRUiBOFU0/26LZ1Aq/PwzBjfFfF9xRSmWSXd3I7FO7H/9E2g6MBdkr2oHptjfnLNlfPpNleNzh0ssczn61THIiw7ATdkF1vVYtYnTfxeipDYwF2OkHTBH5PJZOLOHR/j6tnHdyOCkICHNuJiSOFtQWLKETG1juS09HtaCzesGhWNQJf4/IbaYbGQg490EXVZDel09RQFMH+Ez2OPtCl1dSorJks3bDIFmJ2NgyaFY3DD0Wksw3yxQy2uQXKCZ758Qdo1SIWLi5hpSxGRq/idbvUt03stC0jrNMlSARer02h7FIa2KRdL1JZD7hxcS9TD36Co49n7v0IKTaYJ7j52hUuv57hkz8tSMIMXk8ghIemafTaLnEMtW2H44/rBHTRrDEIL9OudLBTw6zcErQbgsJgCkURtKpdBkYz7D05w/yFJV778pt86O88Q2W9xrd/91W8nnSRlFLLEJEINNOksqnRqhusLMDUwSpO1uH4k4d439986m2SK1I58ux/fpH6VksSNhXJBaitXydf2GH5hka2CCNTNoWhPKadQByCYgIRqgZheEcXQhuSwTPmfRDdkoqcZBWUIuiToB8AdOmPoaRRzD8ZYFw7fQshBIEbkBuQeSBCCBo7LTr1DnEko8fXbm1QWa/JxFBHrsiblRZ22r7rOmBYcoyytbjD3HkZ9a7qKr2WHE+s3tzg1S+fIT+Y5dgTh/jo338/e+6b/hO38cprN6hvNpntB6ftHgpdY/LgGCvX1rlxZv4elcnDH7ufcy9cZnNxm/JoEUVVCMOIXquHlbI49tRhVq6tM3d+mRNPH8VOW8RRzM2z81j9cdbcW4skicBOW/hdnzhKSOcll6Kx08JyLIamBmlV2yxfWcPt+DhZh06jRxRGBJ6ClTJRFAWRCLyux+DUAI99+qE/cZ//sutdgPFu/bmqODqBbqp4HQ870181KJZ0Q0ShsmEwPCFdMUXy9kzkzgaGVGPIHyUCVHEvyLjz+UmflxEFCpouMBAMTQRcPZOW0lhANxK0vmTSduQNdGTS7ztjKoBGIiIUJewHXMkRx43zDt2WyuzhAADDSBgcD/G6KpYt6LUVVm5Z5EsxvqeQzieYdkK7ofXlqgpJIsjmI8LQQFFiJveHXDtjY6dixmd9dF1gWqIf+iVJsu2GShQpPPHRJhdfy/RX+wqjswFbKybtuo7vSv+SKFR4/+fqHDzZZX3RYum6RZJID5MDJ1wGRkNe/2aW+59uYzuJJIcCYQhECss3LLpNjT1HPXQzwW1rBL6CEAobyzr5ko/t6Fw5k+K+xzo0djRC38JyEjL5kLGZgIOneqgalIZjHh5qceLxDt/6vSKXXs8QeCqVDZO1JROvq9Kq6WTyMR/+mRonnuiQSid4rgqKoFk1eO2bOeYvp+T239chCTzWb2wxMG6QH7xFzvpf+dzPl7jyepcrb3gUSls4mTSHHz3Axvwm7VoXRdEQ2jAkaXx3nW7L5cobDprus3z1Jotn/j9MH38KxXwARb0XaDR3WrjtBm5rE6+boChydRhHsZRHZmwMSyOVCdlz4Cz7j4SMDNZ58Y8yrC80qW1ZGJZKpxkSeAm6pjC5t8vIxCqFQpvK0ou0a8e5cXqB5tY2udwygw8HoDhsLufptCRoCNyA4nCBXDnDe3/iCQ4+tI/h6cF7uAXLV9dYv7XJyOzQ7s+GpwfJlxVit8nAWESrplCeGEDXVRCS+9NpxnSaOtXNBNNS70iy1aVTuvUeSP0Iwn8NvG/IboWSh6QCogtKDsX5FGh7cbsecRjjZO/N3Ai9AEVV7yJUt6ptmpUWuqFhp20EArftEccJoR+SVRXslEVxOI/b9rh+eo5jTx7azRQxTJ2JA6O47R4bC9volo6VSsgVM+imTuAFdJs9rr1+kyiM+Ylf+sxdZNh31sKFpd1MpneWpmsoqsLazY17AMbw9CBHHj3A8tVVojDGq7RQNZVcOcvEgTFKowWun75FEondDkxju0Wn0SVTSFNZq+L1fHRDw+t4RKEkzffaHnnbQDc0eq2e5Co5JltLO7QqbQBpORBKZUqr2sa0DBRNjr8f/shJDjyw53vu719FvQsw3q0/V00efYTJg19k/sIG04cGZZKkmoWkQ68T06hanHisSxIrYMixhJq8na8BfZFsIhUcof82yVOI248jR7596WwUypCuMJAre1sTHDzl8srXCkShJD6qmujHvUsZ6cBYyKH7e6iaIp0NMaQcrw8KVFV+ySvrBpaTvO3/4SSYZkKvIy+guinwPRWBRAe6IfNBNB3Jq7jDsCyoCwJfJVeUBLkLr6YZnQk4fH8Pr6cQ+CpeTyNXjFBVldU5k9nDHmMzPq2ahu8qhJHC059ssLOpszpnk83FnHiyw+H7e8SRYHKv5EmsLVhoOqh6wt5jHqXhmMJA2O/yKPiegmVB4Ck0dnQGxkJMO6HXUfF9BdOWkfWVDYPKBkzuDfCDAoguE3t9okDyKA6e6jF90Mf34dpZByFUFCVhe82iWTXIlyO8nvQE8XuqPFYCPvK3qhw+5eJ2VYbGQsJQWpw7UwHPfKaBk4o5dL/Pofs9Ok2djeUM2xt5jjxqkM9dxtETHnj6GA88k4XQly19K6G6bpJErf7nSKXT0kkCQaMqSGV9Qj/h+hlBZf0W7/vcEg988DykfwpFfdunIAojLrx4haVrO3RbEZYjU4PjSH4mTMvAsHTGZ9vkCl00NSEIHB77SAuvKzj9fEx1vS/fVmXk/dBkyPD4BkdPLIKSodeOEJ2ArVshDz19llyhI8MBUahvG5x+vsTl00WiMJYeDz0f0zIYmRn6rt+7ZqVFHMW7K+Lt5Qqbizv02j0UYaAqAVGksrPqMzrj4Lsacxc0aluCbktD1QPe/FYdrxvz/h8fJpNrgpoBrYyiFlGcjyKsRyA4j4iugghBm0UxT7A2b/DWc99k7vwiSRRTGC5w4ukjHH/PEUxLgoHRvSOs3tiQ6go/QtNVSTTXpOdFFMQYhk5sx+RKWTkq0FQOP7Ift+cz99YCzZ0W1Y06I9O3j4Egk68wtfccR+/38D2d7bVBdjZU4liRI+BEEAYRG/NbfP0/PEd5tIjf8xmYKHPgwb2MzEhAFkcx9a0GlfWaXBCUMmQKqd0FQnOnyebiFm9+4xy6obH/gb1MHR7fBVL5QQkmhibLBF6IZmhkimlURSXwA0Iv3B0LAfg9X/IrophWrSNNUjUNVVWIYxk8GMdxP6HaxG27tGodnLRNu9ImDCJ0Q8O0TRnEpuv4ro8QkMk7jM4O8+P/58/cFfD216HeBRjv1p+rdN3gg3/3p/nDf/1vWLy6QzpnYpgavaZBHEfc96hCaVRHEVLJsDseUW57a8h/qjqYmth9/PaC6HbY123Sp0j6clJkhHkqLf0qRCIIfHnTDnyB70ozMcMQDE8GfPynatKpU9W47ftxt++F/IflCJnW2q8klh4ZqiqIkQRL9Q5ZrUhuA6TbaEkaT4WhIq2MNbldKBCFKl5XpVnV2F4zSGWl8kPVwDATQKG2pZPNS8Jsu65RGAwZmpDci3Qm4eQTHfLlCNO+vd0JmXzA8ESEQAKiXlvHsiGJEyxbEEUghEakyXh7J50wOCaJpoYuUDMJ3ZYuDbsCBa+nsv8+l8J2wuL1DMcebqAoAlUX7Dns0m1rLN+y6TY18uUIy4ab5yXjfmq/z9q8Ra+j0m1Loumeoy4zB3zWF000XTA6HeCkE3pdlfqWwfB0yJEHQ6YPCnpdiygukx0YprFdZ2thifypguyIiR6o+0GPIXwNgkuURw6xvVQhjmKSWNBtVHBGI1RFw0nbqGrExIES3ZbKC19MGN9zhZH9X0NJ/63dc3zhxausz2/hpDMs3xrkgfdsSPv1RBogRUFEcdBncm+HKLSo7oxjmAHZvMl9TwpuXIgoDASkc5AtxhTKMZoWcvl1hziKeOpTLp1mie3FBUZGFgl92FlPkSQaIonIl12e/vQmiqpx+XSh7wvS5eUvvMGxpw6TLd7bcTFMva++ili4uMz6rS1UTekDjgLNiksShVTWWrgtl+11j1ZFRdMTciWTvfflcDIa515s4vdCPvNzLmbumbuAl6KWwH4GhWd2H7v+5hxf+bdf68sw85iOxfbiDl+5/i1Wb6zzsZ/9AIZpcOyJQ1x97Qbtepdus4fpmIRBhGkbuzfk2y6bw9ODhH6I1/NJ5VJkihnWb27QqrapbzX7ACNheu8lSuULTIzWUDWbJPY5/kiTlbkarz+3D981sFIWtY06m12Pjfkt9p6YQTd0Lr50jdNfe4snf+RRZo5N8o3feIGFi8tsLVX6MfI65bEi00cnWbm6xsbitlRo5FK8+kdnePMbMg/lgz/9NIZpMNwHPVbKJp1/h8Kp3/lK55y7HgPoNLq7KbB3N04UVEWCXUngNBCJYHNxm25bWp733EB2SkoZiqMFEIJWpUNxMMcnf+FD95h3/XWodwHGX3FFYYTX9TFt43vavMZRjNvx+szye4OHWrW2/BLbOrqho2oaTsa+J1Hwu1UYhHhtlzjaQTfAyU2i6SaBu43XuIGRymGlBqUuXlWAVN/Ctk4S9nC7KvmhDD/2Sz/H5Zdf4NJLF/HdkJkjYxx7apZD9yvo4g3ajXVc10NxPYSI+lbmMYEnCH1BrgimI1NNt9cMAldlcr+Pk5bAwvdgZ83g+jmbwbGQ4ekAw0ho1XQqW2Ws4j5+8p/WefEPQ1ZumgS+wthMj4ff3+Sh97eZ2KuiGQUUPGQ7JEJRTISIEUlELAwMA2YOuZx7JUPgS6vwMIBOWyVfivB2ZFhVeUSOfDT97YTXJFEll0QIDEtQ3dbQtBjTSlhbsFFQ0HWxu3LXzbdlIKoq7cVtJ5YBZ5oAhBxpKNL3wuupOJkEJ5PcZZKmALGQnSFNfxvkaEZCvaYQhhpOSlqkx5HC5rLBjXMphiYDTFMQxSrbawar8ylErBHHEtwoCojY59alMmFgkCsGDI93sBxBuymlnZ5nEG0bxIFCvaKTK0QYpiDwFFp1vS8vFuw75mFaArenomuC2pbB+B6fXkcj8HXiSGXfiRhFETSqBRRtCEUxsJ2Q+naE7xkoSoSuV4iiLp6XxlRGUJVVMvlBCsM5aht1bMelPNymWTXZWErjdUNS+RRO2sbJwMJlyS0ZmbmMiLdRtCHiOOb8C5fI5NMYB8a49IbL1L4aQ+NN6jsZLN8g8DzGZnpohqC6PUgUSaVOFOksXUvoNCzuf09HymvdFOlsgKbJLtjVs2lmDlcZmfVo1zzsVMz2ahqBThRGJLGguukwPOFy36M7XD2bwbQcMqUUrVqHq6/d5OGP3st3mDo8Qa6cZfHSKhtzW6Sy9u71QwgTzymTL0fkBmJyBcH8FY1sKU9xKGRk0qcwGEhJrRly89w289cOc/g9H+r/vpDjEITkWygqXs9jc2Gbr/37b+F1fGaPvc1byJUy9Nou5799hZmjU5x471H2npzh0U88wAu/8x06jS71jTpeTyovUCCTS2Gnrd2OhxynCJIkIZVzmDg0zuWXr7G1tMPAWJGpfeuUym/S61g0qkNohkan3iVb1Jk5uIPv6bz+rPR/6DZ7oMqwtLG9w5i2iRCC2kaDb/zG85iOhdf1mD0+TeiHxFGCYelsLEi31MALAIXByQEOPrgXFIVus8fpr71FfiDHE595mH2nZhjdM8TazQ0mD43temIIIaitNyiPltBNfXcElR/MYdgGjdUauqERqLJTYvRt0ROR7Fqk+17IyMwg00cmeONr51AAJ+sgEkESh7hdl2AhIFOUku/hmSEe+fgD3/da/1dR7wKMv6Lqtnqcf/4yF1+6QqfZw7AMDj+8n1PvP8bAuDTIDryA89++woUXLtOotNB1jX33z3LymWOM7xvlyqvX+cqvfovzz1+m0+wShzGmYzI0NcDM0Ume+pFHOfHM0e+q527XO7z17Hk2r3+eUuk6uWJHWonbDqGXcPpZ6LUUdCvh8KkeJ57oMjgmvSISFEgk2dBMIGio+C2TE6diHnosJk4UFDQUNYMWS7JWLi8gn0aIPNDE7bp4Pbl613SFVgOcUIZiTe8PEQLadZXzr8jfH5mWaomxz4SoWn/EAiAisoUKF1/rsXAxi9tKkS3EZPMxI1MBpcGQXDHC0GNE4kpBbr9BoRCiaQqKGaMoIQLYd9xl+mAPt6tx5EHJZ7CchFQ6JvQVTCti5qCP25XJs25Hpd1QSGUjohBSWWmfPWEm6Bp0OyrdNgxN+AyNBwyOhwyPhygahAF0WxqKEmPacPThHnEsxzRJpLC5ZLI+b2EYMHvIZXK/j2klqBq7xmBRKI+hafe7Iar0iDj3Sobf+eVhBkZDhsZ9jj/a49EPNRkYiXh+wWLpuk1pKODcyznmr6RoN+SlwE5HzBzwEEnM1prC+oKGaaVYXRhkZb5B8XKTm5dS9FoqvY5GJh+TyUV4XRVVU9FNQbOm02up0gAyUaS51u3jrsD8FZs4AieToBsRqhqSRAmBp7G5FKKoFdKFHCQ9Qi+ksnoLywnRtIQ3nq1z9tsZqls6J5/U2Xf8KvmBFGMzKpW1kAtvZWlVpV17tpSmMJRH6bP0nbTKxqIqeQXJDmhD9Foutc2GNH3aM8TyVYUXv6xx6olFhiebZPOC0lBIs6pw5ttF5i4bzBxa4/hjPVSly9p8lnQ+IZUVtKoKSRyhaRFuR/qpLF1T+Z1fLnLf4xGnnmqCksZOJ0RNeTNN4gTN0KhuWQyOu4xNu7QaBSYOyJvW1ddufFeAkStnuf8Dx/nP//Pv7wYbAsR92aLlOBx4aB/17SZBZFEY3pCx4JWQTtNjcDxgZDrBSmcQyiDz1+/j8NN5RHgF4b8uSZ4kuG6RF78Y85Vfr1Fbb9JpdhmZHcZyzN3MGIBU1kHXNS68eJn7nj6Cqqq898efYHTPCC/8ziu8/tWzNCttoiBC1zXCMMJKW3hdn1xZkkFN26Db6DF3fpHt5QrNSgurZ3LhpYvc9+AWqWyW4T1HWL66Sn2rKa+RvkazlmJqX5WrZ8dZn09wuz6qrtCqtjn7rQuURouMzA5RHiuyfG2Vdr3L459+CF3X2HtihrnzS7RrHdyOT6vWRtNUUvkUuXKWq6/doNf25PVCVXjut17m1AeOk8o4fOwffIAv/co3WLy0guWYqJqK2/HIljJ88hc/zKWXr7FyfZ2R2SFM28CwTXrNHomQwZJREBGF0khOCEEUyJGclTKZOTbFyrU1ORbJ2dhOhKa5BH6C15Ojzl4rZmByhMlDY7tA7a9bvQsw/gqq2+zyhf/ta9w6u0A6Jx0CAy/g5S++wc2z83zmH32UgfESX/o33+DSS9ewHItsMU0YRJz++jlunl1gz/EpvvRvvsHOcpUwjEgi6dwZeAFex6dVbbO5uM38xSU++48+elcbr1lp8YVf/iq2+vvsO7ooV6M9E93wSafadGONsWmb5TmL0FN55Wt5bl5I8aP/cJvB8QhFyPGC0nfXtlMJTlp+CUVCfwUcAzVp3aBa/WlEiIIk+Pk9iRAUBXLlWPpfCLnKTuQCHsOC4496iCQhle2/LuyONhQgCEDRBAdOeuQHY9pNjcuvZxAJ7Dkckysn1HcMdB3y5dsOpG+DDCkLe/vcWI7gR36uQnXTwO1oNCo6AhgaCxmbDXFSSX9cE9OoGliOwE5LD4tsIZbGYbEgV4JWVSpCjj7ogpKQzSeS39EHSKYFxkDcNzmTyoyNG1L++sB7OwyMRXzjt4u8/s0cbkflwKme9AaRLtdEARh23yskluMkrys5ILlizMh0gNdTadYNXvpygWZN46lP1BmdCbj0WhrNSHPldBr6XidxqLCxYOJ2NAoDEa2ayvBEGxEn2LbL+pzC1TfyqLogV4yx4oTKusHWikEYKFgpOZ7yerLTkyQyoG171eifa2m3DrB806Y4FNFtyTHL6i2bfDlBVTx8L8Fd7YHwGJoI+/H0AatzFi98IcXagkkQKGytFHj9Wwqj0zaZcoFWLUejAgfv2yBTymJYdwPrOAbDBJn1Lk+6pmu7seGqqjJzdArfHWZh/jCVahW/s87mUh1dj7FSHrrR5sobGgtXHD7wYwqBb2BZsmNhpxXCMKbXVrhx3qHT1EiEgm4ZCBEReDGdpiA/oKJqKaKgSxAF/ZTjBF2HXNliYGaGsX0jVNfq9Nru97yOPP7ph/j6v3+OzaUdmjut3Z57ppBi5tgUxeECW0s7LF5eIegF5Aey6IZJGKgsXNWpV7MceuQAhl3H6wLBqwj3iyA8UEt4vZjrr32DrNPl6APDvLI9hBCwMbdJfbPO/e+/j/H9o7vbkymkqfalt6ZtoqoqhcEcSSKDF52sLWW5tknohTS2WyRJgrICumWQLaa5dvomrUob3wvQDA0n7ZDJ+aQzLTrNEYb3phieGaJV7chOgBugKAa5oku+1OatF1ypKtJNMvkUoLA+t0l1o87BB/fi93xCP5RjCl1jaGoQRVW4+PI1Aj8AIUjlHQxTZ+nKCoZlMDhRRtM13LbLtddv8o1ff4FP/3cfYeLAGH/r//ajXHvjFnPnFojCmIkDoxx6ZD+js8PsOT7Ft37zRdZubrA+t0lju4lmaigxaIaO3/EQydvXM5HI66rlmHQbXXw3wMlYRH4Ly4po1hR89/ZIVRCHPtW1LeYvLFPfarw7Inm3ZJ3+43PcPDPP5KHxu5BncaTA8pVVnvutlzn40D4uv3yNkdmhuzTdxeE8y1dX+a3/5QsEfoiiKWiJ2r8h6yBkwJnX9XHbMqBpfP8oz/z4E7uv8eqX3qSx8TpPfHAFhEqnJWe8uVSP5Rs2A6MBRx/qIoBmxaA4GLGxZFDZNCiPRHfcnJG+B9zuJtyt9rhdIgn63AcVIRI6DalYuL2KvQ1UbvMvgq5C6KukcgkK0nxL1fp8hzveO/Ck+6iuS3vuwVH42N+s0axoNCoGe4+7DIwFrM+bNCo6J5/o9BMl+/wP9W7DrziS3Ix0VpDKBLTrKpm8TqepE4UqpilnpzsbOvOXU9S2dVRNMDLlMzYdSOfPqorv6UzM+hQHIwwzxkrJMcftP0L0OatKf38EJBGsL1g0qzrpXEzgKRx7pINpx6zOW6wtWJx9Mcv7f6RBFMhttpz+MevzQpIYmnWdjSWT4mDIBz9X54U/yjMyFeK2Fc6/kmVij8+Hf7zGf/xXI2wsWUzulXLZMJRnbXA8ZHXO4mufHyBfUkjnI1LZiE4b5i5lKQ2HTM74JImUAeu6oL4jnV59V6XXVncdRpNYKoduXnDYXjUZnZYgQVHk+XTSMXEkzbnOfDvLyae6DI6GVDc1AhHgdRVUTXaNvJ4EuvWKgaoKCmVpDheHcPOihZ3JopvyQ6LbZXSte9dnMI4FoZ+w52gE2gBoMovDydhMH53g0kvXyA/mUBRJFrTGh9haVLj0yg6GNcYjH07QlRtEoU1pWGNrReHst7MMTcDWcg+FgFS2iJm2uP5mE7enURxS6DYVykOQyWsIoaGoPp2mzcBEGVWzqG02UDUVJx0iUJg+dhTDHgeg13aZPvK9fQ0M02DPiWnS+RSmbUrSZ8qiMJRHNzSEEGyvVIkD2S1I9TuZpm2gmzo7q3VMewk7bTEyrSC8rwIa6PsAuPL6BeYvCAbHczz0TJud9SLnX9YpjihoSov1m+cYni2j632/kCDCSpm7YVtJkvDs519i8dIqURgxPC1ll37PR9F1oigiSRJqW03yAxkCP5AEVy/EcixKIwWyxQymVSdJYho7LRYvr3Dwwb20ax1Wb2zQqXfoNkL8gYDt5W38ngQ2+cGcPJ8o2BmLdrXD/IUloiDa9Z0A2TnYXq6iqgpjs8Os3trAsi18L8BOSXmp3/MpjRQxTJ3aZoO3nr3Igx8+ycT+UXLlLA9/9NR37TLNHp/m7/w/f4Kv/9pz1LebjO8fRTc0bp6Zp1lpoWQdEAkiAdMx+kFnBvmBHCN7htlc3AbhEUUJG0vywmc5suMrPWSgVIjwuy1e+oPX+NQvfOR7flb+qupdgPGXXG7X49JLV8mVs/e0tVRVZXhmiOWrq1RWq5i2eY9hjKIoJHFCq9YhlbGJE0nm0zRVzkQVGXHsuwFuxyNJBJdfvsqjH78fJ+PQqrW5+tpN9hxcwbJDmrUMigKmFdKs6dLiO1RRtYSB0ZBmxUBV4fD9LooC7YZKvpTcsT39//M2uLj9h9uPKQKBBAuBL+2uRaLsInGFt2/0iiKjqjVdOkPq1t3E0DvRS+BLhYJhyi+bQJArRRw85bKzHlEcjKhuGKRzMsGztq0zNBbtbuhtC/K3pXQqqhbv7le2IAmUW6squi79NgSCTtNkfdHByUhi4dqcxfQBnzhScDsGzZqGqgqODLpkCnL/boOZXVWMkA6lmi6luXGiUtvWcTKxJKeagiSBvUc9attSnXH1dJoH39uSCg1XhsntHnigtq1z60KKOIYokDbqk3sDKaFV5Tjlypk0xx/rURiI2FkzaDU0kgTSOdldsZ2EbCFm8VoKtysoegqqErF4w0RRJUEziqQ5lqoKLCdhaDxEUSDwpU8GdyiEQNDranzzd4t8/G9X2XvUIwwhiVRSGdkqfvXrOd56KUunYfDUp5oMjMjxWVKSChvTijh3OsuVNzP4rordBzZRpCOEimW5+L0WuVKGdj1g4arD9P4WptUFJUUYCNbmXEZnBAdPdkE9AtElhDoM2hSn3necq6/e4NrrNykM5UnlHNLFFDfPLdBp9pjYP4qqtACtrzZSGZlU2VgSzB4RqLpCp2WSKagEfoFmzSWbD0GRZNnDDwZopk1lq8DY1Dbbaw5xqJIbyEqPjSSiOOiydD3PhZfb5AcWyBTShL4cFf7G//g7BF7A2L4Rjjx6gJk7+A+HHz3A2s1NJg4M7BIJb1d1rY7f85k+OsnWcgXf9QE5OvC6HmEQcf31m4zsGaY4UJU8K+0AIGWmG3Nb6KaO7zkU9AbHH6lTHvI5cF8HOxUReALFDOi5D1LZHqNd63DyfY/uAoy1mxusXFsDRcj03FwKK2XRbfboNrtEnWh3YRT4EX5XqiLSeYeB8RJ2Sl77oihPfcdidMansdXA7/kceGAvxeECK9fX6NbW6TRgbVGaToGg1+zRMDTygzlURSVdSNOutXf5FrfTprvNHo3tJulcSgZFqupuFLz04lDotVxyAzmCnk+2lCGOE66fvsXEHd2b71W6Ie3OhycHGN8/Kr1AtprUthrouoYQ6u512rINUtkUXtfn9FfP9lUkEbaT4HblIjKJwbDELkF++rBCcQRunlmgtlm/Kyr+r0O9CzD+kqtd69BtuhSG89/1507Gxuv69NoeI99Dw+12fRlTnMgcESHYnTPDbRZz0m/7Qrfp0q51JMCotHHbLulsjzhWUfotATsV0KjIuHYF2WbP5OPd18yVIkQCfk+DOwDGnbVr/X0bCNwl1JB3nCiQpMY4kav62zdeuBNkSBXJ7ZAshbf/vvtqt7sQ/ecjwDAgVAWFUoR3B0fidjib76p3AZRdcPGOfbhjc/urbUnclLwHBcuWUecKAkUTt603UBT5SzKCXHv7td+x3YEvH5AdDUESyf3VDTAtlSSRHhl+T5I/pW+GHPVsLFgIYGfdoDzSottWIVFI52M2l0xadZ1sIcZzFQZGEkpDIY2KThQqRJHK4rU0breN1zOYORSQK4V9ACTJqoFvMDAqyA8IMjmJhHQTCuVYkgaLCbopk2rjUOmDKo1WTcPrqZiWII5kZymObx+PhNJgSKOqkclHOClBL4CrZ9LMX3aobmk89EyLww/00FRBt6VQGIgJAp3lmyniKOEPfnWAzWWDXkclV4RUOgZF6zvT+oi4gaZ0GBpTGRyP2VxKE0cdoI2qKUzsUfno3/LI5EwILyDCi6A4BNEebp2dxOv6rN7aZOHSMkkidj0pLMekVWuxMb+CaSnYqQjd8AEIfBPLEdz/3gJvPmvRaoQIWrgdjT0Ptzn1ZIPx2QAnA2DQ7eh0myaDYz0Q2+hmluJghEKVzWWLN14YodPosbNSJYkTcgNZhBBk8mk0XWN9bouLL17l8c88xFM/InM3jj5xiMuvXGP56iqje4axUpb0u6h3WZvfIJV12HtyBt3UWbiwRLveRSQC3dRQUIgSOVp97reuks8KxvbLz2a31dt1GQWIQ5UTj20wsUelsqGys2GjEDJzZJvx7CvsrM4yMHGY++5IeW1W2gReSOAGqLraJxCr5MtZLMdge6lCkISk82lMS8eyTdq1jvxu3NGqTGKVmxeHmNizhqZ38bpSbTI8PUgqp7E1t8GN83ux02UmD+u0qx06jS6NbSlfLg4V0DSVKPTZdyxmZFYln79ClIxTXY8JA+m82W32yBRT9Fr+7nVA0zUCP8TvegR+xOyxEQzTYGe5wvcqtyPNv+yMTehH1LcapHdt7hVKYyWyc5sEfijPhxCkcg4jM0OYlkGr1mbt5iZCJOiGwLKFHO0JqQgLfTBtheIQjM1oaGbI2pJLs9J+F2D8/3sZpi4lWn4E6Xt/HkextH/VFcIg+q6voelq/x6ukIik3wEQu6sa+fd+t0PI5+t9xG5YRl8ipqGpbwOFOFZR1VhKQA15U43Dt++MUSiTU1Xte2cQvPNmDfeOTHYBhfL2Sv72tWRX+inkn9ujl+82dlG4G3DA2zPMMFKJ+odO1USfRAXvdBD9rtv4jje7PfpJYvm4ospjdecT3hn1niQKlpHsJjYo33VupOzmBtzefyEkuNA0sbvtSSJBTRSpaBpoJvhdVZ4PRY4pVFXBMOW4SdUEqUxEcSikNBJz9JEu5dGQmxcc1hZNnHREEge877NVDEvKWKtbBhtLFttrluwEJQkKIaoaIYTClTdtGjuadEydTxgcCxjf61EeDbn1zSxbqxaGmZDKJpQyAVEoI9uFKj8zli3otjVOP5tna9njgadbXHg1xaXX0xQGEj78EzVGp0NS2ZheR+93cBJuvpLipa8WKJbT7KybhL5KEim0axpeVyVdEFhm2D+2Bigp0nmdz/68QaepsrnxFAowOK6w5+AcprkJ2iQoxf7npcNzv3WaN751jvLYcSYOPcLWwhY33pwj9ANM26Q4Uug7JcbEUYznZsgWFCDG7STsrBt85O8eYWhykfOvpFm+3mLvsRbPfKZGKiOIQpNmzULVDNI5yce4ddFkdEpBEW3CIGT+6iTLN6fodXR0QzA4Uaa21aBT73L08YMUhwq7H5vGdpNXvvAGw9NDHHxwL8WhPJ/6xY/wx7/+PGs3N6RpkwAnZ3PsiYMsX10niRKmj06wtbRDu9GV4EJRsNImGTPNfe85QnX5Mq982eVz/728jmiGjqIqJIn8vucHejhpn9rOIKEfk8QxXk9hdc5m6oDLg09vUpj9eQYn3iZ+qppKq9JmZ7WK2/ZoWW2stEWmkKJV7RCFMaZtohvqbmCbYRt4XZ+tlR1ypSymY2KnLK6dLTIyA8cerGBZSxB3gIBOZYPlGyUarfegmzdJ4oTSSBGRCHqtHrXNBoqqUh7u8MmfXuLke9KksiaNrQWCwCTqjnEu0qhvNzBtk6OPH+LGWZnh5PdkRyUKI7xewNjeESYOjLF2cxMrfa+ab+nKCm89d4nFS8skcUJ5rMTRJw6iaqpUz/TL7/m4HZ/AD3bl7aEf0q51KA7n8TpenwQKgRcThwkikZJ3w5SPy9yomCjUSBQFTdd2uzJ/neqv3xb9kFdhKM/koXGun75Fppi+x0WuttGgPCr12Ge/eYHSSOGe52SKaelDr6uIMEHVVDkm6bcm4zDGztiYjtRSTx4e3yUADUyUGN0zzNbaICPjmyhqhEh0Ok2TXMGntq1j2SGaJqhsvj3CWbpuM77H3yVK3q53hpaJ3f/c/ZzbKxLLiWk16BvMSN6DYr79CyKRvhNhIJNek/htH4y77T/ZDctK+psUBgq+qzJ32aaxrdPrqJSHQzpNDcMUFMrRXRJPwdug6K4uSv/1lf72pLIyul7XExRFwfdgZMpjeMLHycgLsK4lJCoMTfoUfZVULiJ5BxYTQipHkkhB1eWIIfDle2ysmLRqKr22oDQUoxmCdC6msmng9RTadY3JfR4Tezx21k3slOTCaIYkeyYxlIYjOs2AsZkAJx3jdjW212Ua7EPPRJiWzFtBgfJIyPaqgWnHjM36DIwEXD2bUN00WLhm06joKKoc7/g9FSGkGqRZVfF6Fp2Wyp4jLkMTIVsrFkmMHFsE0rgriRVMJyGOJOHUtAVxLLhxPoWqCh56fxtNh+n9PuXRiEZVIwxVuk0DVYfigE867yKSApquMH0gYPGa1XeEhTBQadcSzOGEODb7/AsY35tmZO8kajLPgYdclPQvQjSH6FwCZQYUG5Cpp1srBhdfsygPd8gNeqAWESLAdAwGJ6ZYn9+kXe0ghCCdSTE+06bdiPCsNH5PEmwtJ6K2vsL9zxQ4+dGfp7olWDr9P+A4GcJ4GKGYJEIg0Ol0dHRthfG9Axx46n/m0stv8co3TzO+fx977lcZPyTHmqs31um1XESccPk71zn2+KFdfki6kKa6UefCC5ekhBIY3TPM3/6//w0WL6/sRp5PHBijMJTj1//Zb1NZr5MtpkmihLG9I6iaXKB0Gl0MS2f56iqtasjmosfw9DoPf2SEbCFNYTBHZa2Gk4F8sUN1w0DEHqYNcSRIZRWOPjZKbnCYQun/x95/B1maneed4O98/rvepLdVWd5Xd1VbNEw3Gg2gQQeKJEQjUJRITQyDWs0wdobDiV1KjB2JpKTRMFbiiJJIOUp0Iujhu4EG2vuqLl+VVenNzZt5/f282T/OzaxuGA53JAFQRJ8IIDqzMm9e+533vO/z/J4mar63916P45hbr9+mvrZD5Mv8jBQ5kui3+nui2l09yNi+EZaurhIFMoU08MIBoEvFsHV0Q+fSSwfRrFMce+8kKA3CyOK5z5XYWh+hOJRnaLLCyvU17JzF8PTQXoFRHop58kdqDI3D6IEzZHJlhF6nubnEifuWeev5Idqtib2xi6oqvPXsNYQQuD2X0kiRU+87TnWsJHkrScLBs/vf8dm+8sINPvubT+O0HYojRQxDZ31+k+XraxKW1ehRnSjj9j1qi3WpP4lTSQwVAt3QB6FpMq13b9ytKRQrAU5fHWQMDQ5KAnY2BW8846OaHY4/OMfY/m8MZft2rncLjG/xEkJw34fPsnJdon5H9w2j6RpJktDcbOF0XR763vPMnZ5l6fIyK9fXGJsbxTB10jSlvd3Fd0KOP3SI+QuLA7y2DOuSfP8YRREYlmT7V8ZLnH/i7F6Roqoq933kHv78XyyxU1tgeLxDv2cRhRq6oZDJRVjZlEZdZ3tDJ0mgWdfotVUMc9Cq212D9sLbxu3vQAPD4GtFYzDoQFUhm0/wHAWRgu/K0cAeSCuVFE7DFoMNWhAkKYb5tXoJeTIOfAmyiiLZObh10WT5pkkcC9YXdMZnfFRNoTzikcknX98OGQguSZEdnOSdmg8hUqwMBP7AbZKmTB1wGRoLCHwJLsrkZCtTPhHSplquJntuj90nSFEGYxw/QdcGdtREkCskeD0Vw0zoNDXCAOaOezL747bBzpaBYaac/0AXRYHKiI+dlToMOy+x42EI+XLEzCEpS/d9hTtXTeqrJqEriaUPfbhDeTjEd8WguBJsrepk8zHl4ZgDJ1xWbxtsLhvkijGWnVBfN9CMVBYSqzJKPI5SvL7C0k15etXNhMBTiKIY00xw2sZANCsTekvD0d7Yy87E3Llqc897e5x/tIOuCWqrOvlSTOArKKpA1QRrCzar8zp2NiBTMMgrDjubKmGg4XtytBeFMU5f5qXkKwrFYZ37Hi8jBITRMBqLiHidNLw4SExdgTQgQSVllLXbedxuwshkAsEFUm6RsXY4cFwjCFK65QyNjTZRFNPeyVEd88nkfXotHaerc/gejdmjAUmwQpj8AIZ5gJHJRXSvxJWXBf2ORxTIAkUoAk3XKFQyHLtPkM0HdFs2cWzvHQx8x2f+jTvUV3eIgghVVaiv7HD5+euyMyCgudnG63vUlreZOTbFPR88JemOA8vlgTP73nG9ue+j9/LZ33iKraVtoiAaCD1Teq0+vWYf3dIHMeoG7R2Vz/zbZdYXHL77b+7jwD1zOJ0mleoWvgs7dZs01fCdhChM2HdMZd/hBhj7IW5BKguMJEm49tJNLj17jdljU6ze2iBt9omCCNM28Bwfz5HZGghBdaLCxMExbl9cJApjhDJg7ZoaQgg6Oz3srIlumZQn7uO5z+k0N4sg4PLLdYan5UVpdHaYnbUGnZ0uuVKWfDlHFEbc8z6P4UkPI3uMbKEy+NkRRmeGCb0m3/u3anzxD3JEQUwSJwxNVRmerlJbqFMcKnDi4aMMTVZwui4bC1scODPLobchubvNHl/67WeJgpjZE9Pv4IP02w7rtzfRDZXla2uEYYjb9yhUc9SXGySJ7OLIYkKjXb+bZmvaOm5fMHMowc65rN0xiCNB5AoCF0wrYWdDxXMbJPF1Lnz5MuefOPtN955vx3q3wPg2rLnTszz5U4/zzO89z9qtjb2NtVDN8+gPv4cHPnYvqqry3T/9EZ76ra+yuVAjiaXaOFfO8PD3nufh7znPv//F3+fFP3udVq1NFMYkSYqiKFhZi/JokWP3H+LxH3vf1110jt5/kMB7klc+HRNFX6A60sXOugSBYGw2Yn3B4MXPF+i2JC2wUI55//e02X/Me1shcPf2kvjuCGHXSir1EQIhVBRhIrfxGFDJFSIJjRkgw6NQIYlThJDzfun0SOk0JflSEi+ljW/P0jUYeRimHN9EgYLnKEzMRfx3f28dw0oolCNK1Yj9R32UXXgUSIHl7gjlbVTOJIXAh05TdjwMMx1wOmIyWorvybyoTAE0LcbtpfieIAwUyfRQpOMlV4j3ipTdnJXAlf+tm5ArgdMVdFsa/a7GxpJKrhgyd9zDcwW9jsrKvMnyTYvNFYPKSMQDH2ozfcij31PRtASE1H90m+pApyEfW3kkodNQWL4uWRcIQVzTqY4FjE37qHqKoqggEsrDIU5PpdtScfoq1ZGITC7h5H19Oi2F1duW7CCZsngrD8nU1jiWIK1OQ6W9rTE2LccinaZKv63T7ykIIa2vw+MB2gAAJgDdSnF3ZGfl9EOBDGEzElrbOk5THdApNaLAZKdmUBkJyBVjVCXm+Pk+d65abG/o2NkYBBw567LvSJNOe5ij90/QrIf867+3SL8TkMk53PvEi5y45wuY6ib9XpH6WkK/7WFYm3gtndAr4nU9VE0QJxpxJLAyAbniOoGXx3NsnK5HvwvX3yhQKHUZGg+5530RDzyREkcqCzdnGDn5JKZQSFMPu6ARJxr9dnPwHpBQJSECcqUydl4DfJQBXAogDCPm31zA6brYeZvAD1FV2faOwpirL90kV8ySr+RQVJn987l/8yXWb9f42H/3oW/KQTj76AlCL+Dp335OZodEMeouvltXqYyX0XWNwA/IlyuMzwluvN6iVL3CR34si0aBN77s0euohH5CtxWhGwozR7OcfV8R0gZEqyAU2o2IC88+z7UXb3HtlVs4bYdD986x/+QMKzfWaGy26HfdvWuZrmvMHJ3gwJl9tOodNEOjNFKg2+wRuCFOx0PRFBmEZhmYGYM3nr5Ec7NFr+3QqXfoNHtYWYt7P3iS0dkRDt93kDsXl+i1esRRgtd3mD6wQ2FonPED77wOIgS6XeHco1uk6jgvfzFh6doqQghyxSzJTIqZMekMUlONjMHxBw/xxF9/9B3Aw1tvLLCz0eTEA3kse5M41uh2KqSJSrYoha1DUzKS/tlPvUy/4xC4AbunnSiM6TV7KIPX28yYOF0XzZAQultvZdh3tM/YdMjKvCymNCPFczQ8V8PKWXRbff7d3/09xufGmDz4zoj5b+d6t8D4Nq3jDx5m/6kZFt5aotdyMG2DfSenKQ6SBwH2nZjmk7/4QyxcWqY9+ADOHJtkaEJW4T/9f/wNPva3nuCVT7/BxqAIqU6UGZkZZurwBHNnZr9hbLEQgjPvP8Ghe+e4ffG76W58hSicJ1eyUItnOPXRoxRGfoNes4ZhhOw7alIcHkbmEQwj0EnCDk6vQeApuO4I2fIMVlah01gmTWNUvUJx5D0ougtJA1AGcc8mIlmnkK3hta7R2FzCd5Dz85LGC5/pQxowPO5z5KxLthjRbapEkSw0DIO9TJJ0oN+wMglRCEPjCZP7A9SBFTUKQDflOGJvxMI77aIgnR1xIkcXzbrGp3+rQnNbZ3w6ZPaIz9xxl2IlxnMShsaTvduwcwmaIZ/PSIBhyhyV3dHLbkcnDKDT0KitmhQqIROzAS8/XeLaaznKYyV6jR5mxqMynKBqEc26ymvPFDj9YJ8nf6zB2IzsljTrOmGgMDwZYloppj0orFwD0/Jk5L1IKQ0ljExEbC7GVMfDAb46lLqaSFDfUKmtmgSuwsFTEiaWxGDnE+59tEsSSgvm2h1rrwvjOQMV+y4aHVncFasRYzOStzE0HmBlY9Zu25SGQ6pjEfV1Xdp/B35/dZATk8mlZHIJSaLSaRiomqA8rBD4Gr6nERkhVkYjCnWEsEnTLplczOEzLqNTIUKkrN6RibWzx2JMc4OV211ef24Kw7SxMyHNmmDxwmcZKq6gGQZL12MCL0HVNAIvoljpc+xczPXXc1TGVHodlySB0Nexcyoi7TK536K+UUA3dOI4xunbTB4dYuygxdIdlYUrCokY5QMFqT1IRYnaYg/T8Jk5NoXvBIPxpdwoo2Cb2pLBzHCRiYPpnohwe22HrZUd0kQGf7k9D1VTsHJl3K5LEiUIVVouPcdn+sgEY/tGufTsVWaPT3Hv46e/4XVGURQe+Ng5jjxwiH/1P/8W67drjExXWb62Cgg0XSVJejjtHcrDCeUhCyFsrr9p8+D3fZixIzUeKb7E4tU2pcoKvU6eyQMZitVBQZOYEC/Qd0/wB792ndVbHXLlHG7XJfBCbr5xh9GZYe59/DSd7S6dRpcwiFm+ukJpuMDRBw4hEDRrLVRVpTxTRNNUabcdLaKbOsVqnvU7NZavrTFxcFx2cd2AbClLkqY0N1u89oW3OP7QYfafnOHMB47T3GqzemOdysQM936wjqol0rIbx5i2DFTb7RwpisIDHxnjxAc+wMKl5YGI1Gb2xBRXX7jB/JuLABy8Zx/nnjiDpr1z2/S7d3jog28xd8JH00KSRKHXLbO2dJTt2jTZYobQC/nk3/shbr2xwNKVFexqHmt2mMZGU2aRKII4TGRBlTFwOi5hECGEwHMVbl8uoRkhUShDHKNQIwo14jhB01SGJirUV7Z59lMv8ld/7uN/iR3oW7PeLTC+jcvOWhx/6Mhf+DOGqe/NWr/Rmj02xeyxb+6V/4tWJm9z6pETwImv+7cTT/zTv/B3FaA4+vXfz/4li+c0XsNKfo2Jwiyo8pf+2f9znhf+rIZp+/zgT2+gah6byzamHaPr0rkgCjGmLTe63cySJJFFhm7KTorvgaYJjEG0eejLzgG8c3yz607ZZUl4jhxXzB0PuPa6QRiovPqlIi9+vsSHfnCH/cddFDXZK2wEYFpSjCkyg/plsPvudnnSwX0USgoodBo2wxMxr36pTHvHJF9RSdME31FZX9SJQkPaehMVMyMY35eQJgp2TmBaMplUVRSEiIAI3QDdGCAy37aK1YTTD/epjISoerrHnkjjFFUFt6vS66jcuphBNxOKlZDycIRtJey0dZy+gmUndJopTlcdMEJkEQbSKpcrxIxMhkwd8PEchZVbJsfucRmdjKitGJSqEbqe0m6okhSagttT0YyUAyddlm9ZWDYUh0LKwymmpQKSsWGYAXGU56UvjlEa6qIqCSkKQkkpj4T02hKeNjweELiSVVIdbXHkdAbP2w9pD316jGPnV9hc0WhtRWQLIYWqSb/dR9MFKQb7jni89uUimp3BMFS8fiRP2F2NOIJzj4U8/7mqxE8LQWmkgpk/weaqRuCH7Gwu8t0/FaOF/4LE77C9mefOlZjpgwH9noJu3IV9CZFQLEfcesuiOGdw4MwsM0cnmX9zgbX5TXqtPlbGRDU0FCGI/Ihuo4sQAsM28J2AXrOPYemMzA4NEl4NLn7lCmcfO7mHq/5GqzRU4Pv/zsf443/2WXbWm3hOQKGaI/IbOO0ddAOmDuYRikax7LJ8q8/O2haloWEKFZXT7zsJYYRMVx14rdMIkhYpMTffbOG0N9h38iiKorJ6cx2hKFgZk9rSFoVKjomDY4zPyYtGFEhWz2ufu4Cqq7TqHXzHJ45jMoUMxx44RGlEOu2SNGH+jQWSJKG+LEc9pYEmZTcKvdfqc/O122iaRq6cpbPdZfbEFB/9yQ+yvvCbxO5lNlekJR8hyBYy7D81Q2VscKBTKuTLuT0XTLPW4s9//YssXl4m8CTBePnaKnfeWuYjP/HonqYtjTeZnnmatlkj8Mfod0uoakQu3+Lw8ZdRlJjaUo5MwcbKmBiWDgiGdsWwKbTqbQlaM2S66p7MTIi9AjVM5XWNVIFw0B1WJAm233Fo1loAXHn+xjd9D3w71rsFxrvrHSuJ7kDwBqQxiDyxv01j/Wnc1jZJ1COKdTqNPPXNUXJlhWI1pFzR6LW2adZbtOoRq3fKdNs2mUI82AAirCzsO2qSzScs3lDY3lTR1C6l0SKG3SH0DF767DbVUZfpg33ufV+PwBeEvowE341o1427Oozd4kIdjDl2uRbqLuffkN2DOJEFxtelMgvp8EhTeVuKBqEHx887bCwaeI5GdTTg5sUMzW2NI/ZdgeuufXbvNt9mJNntliSDE38Sy38xrRjTDtD1mP1He9RWwkHuQYwQUqyhKLJgsTMhhbJHvuThOwo7WwZ+XydbTIhiFRhEt+62BpCUPzk6StHNmEJFRrVHoSBN0r2AtFI1Yu6Ey+ptk0wuwfcUem2NrfUEK5tw+4pNY0vHzsd4jkUSgW4lhIEUeyoDl4vvCfKlSFJEBVTHIuav2EwfdGm+mSEIBCOTAeVhmTTa3NJwHYV7399h5qDPpRcLTB7wOHjKp9+RQuM01dB0j8pwxMFTLlde6ZFEAUNTMb6n0tyCMBQ0aiqzR31GpkOiIKLbNCFVGJmoszSfQSjDmNkxTOs2266g34mxcyGNWkB9VUWoGpXhmKkDEZl8wuJVhdmj0q3j9iD0Aw6fhUOne8xfK3P1paYUTB+dIHRDmpst4qDOx/7aJkdOrUCYBWHS3lrlrRcShiegVKnhuTmiyEDXA0yrT7s5zOXXpjj0SJfScJGP/a3H+T//h38jN4hBFgcx0tYooN/qk8TpIOFXQdNV5s7so1iVG2OulKFVa+C1L2BnU1BKoO5DiK+3TB04s4/v/emP8NnffJqlqyu06010rUW+rDFzJEd5OIE0IkmzCOEg4tcgff/gTW2DfhqiW5A0SOJtkrgDRERhDtta4sM/2GRnu8/CrbMMT1W5fWERrZhB1VQ2l7YYmxtBURS21xq0t7sy0XSzRRjIoo40JVfJMXFgjOLw3U6u1/fpdfqUR0q4Xcmk2NU5KIoyiGSXn4H1OxuMzgwzdWSc8x86y+q1dRYvBjz8hGB4yiQKrQFO3eHm6/OceDBHkthsXDfIFFaYPjJBGET82a9/gTsXlxjbP0ImL0PL3J7HjVfmCbyQH/qfvgc7a5H6z1Ie7rFwZQjT1jAsQRxrBL5FrtDgwNFXuPjcGQ6cPsm1l2+xs9EkDAI6DakTyZWzGLZBv+PQbfRQVAUrZ2HnLPKVHPXVBt1md1DQDZ6QVDp0UtKB41DD7brEYYzn+H+Jq/y3br1bYLy7AEiSFnT+dwhfGVjAOjjdiMAHQ4HYENy4kuErf1aiselh2gtkCzFH7nE4fMrB9xVe+1KeZz9TwnNgbLqBlUlp1AzCUAw2Tp9sIWZsykcoMvm032ly8v5VOi2Vc++D0w/1GJsJKA1F+K6gOiYTUXcV1Lvkyz1r56CoULg7MpHdBbHHpVDePh/52rVbmAzGC1GkYNkxhXKM56iYdswP/Pc1jpx1yOYGtzf427vZGl9XuAxuVwBxKOh3FZIExmZdsgVZRDz6fQ02V6RocvGaRbelESdgZaUbJl+OOHTaJZNNsLMJhpUwf9nmqf+U58En+pQfjgePKSaOeizdtGhsKUzNBWQLMUmioKoxvqdIcakJniPvmGGn5EsRI1MCp6NQKCcYVsrVV7PMHHbZ3tDYWjUwbemeYRCUFvpirxMitStir9AyrIReW+HmhRyNmo7vKtRWDG5fthmaCKWdVks5+UCfD/1gkyRNyeQlTG170yCTS7CzLmmqoZspSzdNvD784E9v0G2qxLEU0Oxs6Vx6McvEbMDjn2jh9nV6rYQkigh9yBd9FOGTqtNEUYrfW8V3Uty+xguftagtyyA8TZen67kTOpm8jmHJYjb0FYpDCuceG2Lm4Aa+C1Yuw6OfeFjqDLY7dBodcqUsT/wQzB5MUM3DIOTIQLfy9DsBb70gdQrD4x6G6RBHBisLx1m4OY3rRHuWwlw5S3G4wP4T0rViWAZm1sDO2iiaYHu1QXOziaKpTB0a5+QjR/cAVCkpobuCqmyi+NcHHTQdtP1gfRdC2/+170oO3rOfn/zlH8VzfFobtxmdEuRLoIiaxMkCzU2V8nCGsSkNUgfUUYhXQZ0hVc9SX7uEJrZk8eqbLN4ssLmssO+4zsT0LdJU0O+cora8TavekcLOvk/ghfQ7Dm995QpRFKObGhNzo4hBhkd9dYckjNlaqlMaLlCo5An9kJ3NJqqqoJsanYYsynVDuzviUBWsrImVNeWJP01Zu7XJ+u3PU1usM31kksYOjE3dJo37+H4GOwN+f43rL+tcvXCa5dtfQdNVJg6MMnlwjMXLK0wfnXyH9dPOWUwfnWTpygrzbyxw8j1TEL6FnZ9iaLLFxsIWFROGJxpYloMgJpdb5yM/1OPKa9v83j9S2VyoE4UR/bYcixeHi2SLGRQhqIyV6DS6jO0fIV/OsXpjHVVTMTMWSZzg9+8WD+leXMOAdmsbtPtdcuVvwD74Nq53C4x3F0kSQfsXZXGR5IAY341w+/IE7nQVNpYtykMRH/jeFhefz+H0JBL6uc8UWZ03OXTa5dIrOUJfoToqfdybKwa5QszQRIzTU6itGrR3ZOv5wQ91SGLByrzJC58v8JP/73XsDGws6awvGsweltkmmXyMbsisjjT5GkDF1/IqxN0v0ncUFN+kuNhdg/pjtyORJALHUVHVhPd8tM3QRIiuf70DRXyTjvRuh0VR5ShB83ZV4XctsXYuIQoFmVzC0Xsdrr6Wpd9ViXzB+oLJvqMeMwe8PaurYSYcOeti2Qlf+L0yhVLC/uM+aRpRWzXwHIVcETaWTaqj0mas6gIrkwwySgQ7NR0hUkYmZdz72LSEcHmOwtodg5efytPa0Zg77tKoGSzdtFA1qdvwHGVQwKVouixQDDOh21YZngxQFElWrY4HDE8EzB6Jqa0Y3Llqs72hce79PTK5GN1MGJnyWZ3PoOlQqKpsLBex7AA764JicfNNkzjyeOz7m2h6giKgWdeJk5TDpx2O3euQpoJMLqW5neJ0ZeUpREqSSnFNGl5l/UaDvCmojoW88NkCm8smdlYWj6oeo6oa117P0mkazJ3UeOwHbLoNl9Kwwf0fPUASRLjRYxx97CPEUYMrX/0Cl5+9hBv5lEo53E6bVMwCGiTbEG8wMd3gu368y8I1jYWrKp/97SnSxAOylEbHCTyPqcPjJHHCF//9V7j03DUuP3eNyliR6rhBZ6dN6MT0diBNdRTNJImlQ8xzfK68cIPhqSrD00OYxgbtrTs8/GQeI7MfxKAgCG+SJr8Fmb+B0L5+fGrnbD7wiffw2X9xgzR2EUSATppa9FrQ78Tc/3iLTKYHcQ1hfy9p//cgvsXGHR+/f5vqSEAcZ/D8Cq6bJXB3WLvtIpQMw2PLVIYPcfS+g8xfWGB7rUESJ6xcX5PFga2TMTLEYbyHL7eyJooi2F5r0Ki1eOOpS9hZE88NUFSpLF+9uUHgBbgdD1WXAspCNU8USCia1/PIlbPsOzGDqiosXV1lZ72Boilcfv0E3XaV0YkF7GwXp+Nx6aUc19+sMHPyBPtPZPAdn7WbG1z48hWyBfsbciV0Q0NRFC4/fx0726VaqGNkRzlwZh+G4WEZ11CFT7etkyYGmWyErnscOHaR2tI4brdCry27UmEQ06y1iaOYmWNT6IZGt9lnbN8Iw9NVcsUMC5eXWZvfRNcNOSrxJPclSQb8I+QYJfRDVFWhOlb6i6913+L1boHx7oLgOQgvgKiCmkDco9sSA6sh7GzJLI/Qh5HJkPF9PncuZyhVZVjVxpJJbdVge11neDJgeDxk/lKG8lCIlZHz/15LwzBShJnQqBlsrpiMz/jMHfewsimWDW4fem0N2nLuny3G9DsC3Ugx7RSnK/NLNP2uvkFRpX7i7d9/e84IQBSD+bbi4O3sjl3uRRQxsD9CbU1n/qLFg090GBoPCFwpppRjF+ks8RyFJJbpqbsdjXcwNtK7OhFFTclngSTFcwRCSbGzCfuO+Ny+YpIvJRh2wtXXsyhKyr6jHh/5kR2JBI7lSEBVIU1SZg75zBwKePELOWaPetRWTJ798yLZQkJ9o8DV13Se/NEaUZgikOOM6mhIeSTci5XvNBOa2zqhL+T4p67TqOm0Gzqtuuw2HLm3RxQI1pZMuk0dhOxS6LqkulZGIjpNFSuTcM97eySJ4Mi9DkkMV17JcuXVHO1tjcCXULAbFzIYRozvaoSBfO4MU1Ad9djeiFBVFSFs7lzNsnxL48f/pwaKSAgDFd2QGSlxKCQJNJviOSppKlCVGNOSFmo7F9FtGiRJSByusbWskMtnSRJo72gUK5LHIUmWCbqZorSzdJsp2XxIJp8hcCPG54Ygvk2qTIJ+H62teT7767/J+u0mZkZH1RTmL6xz+0KfM49EfPjHyujqAkkaksYGw5NAuo3X22ZzUbBwY4LQd1m6fpV8OcvJ9x7l9//xn9LZ6WLacuPYWloiTV16LfleFiJFiBDfc9CMBMtKicMQtwt3Li6xtbRBeXiL6pjB6ffto9Nwqa9s02n0UBTB1Nw17OpT5Mb++jf8yN/7+CnaawVe/0JAo2aj6dLqrShQGla5cSHDzTd7zBxf5vhjw0zu/0m6W19ie+3TTO73Cfwi7eYo/V6BbCGhk+nhdF0amyb7jvoUy3Wc/iFOvfcY116eZ/LAKO/5+P288fQltCsr1Bbr5Ep3T9sCGWnudD3cnku/3cfMGkweGiNwA9ZubeI5HqomQYVJnNDaasuwM0UQxzGapjF9dBJ1gEw3LJ1Mwabf7LO50MDKHGBrYz9COFx85ho7mxKmtm/w82bGZProJItXVwi8QFJi384iTlO8fo/NpQ3WFza5/WaO9z+5QaawRbY0xdyxBBIT16lgF6Tmxuv5tBtZAtfl/KMdVhfG8W9IEnMUCuy8hZU1MW2dpWtrJHGMEHKkOTIzTHWqQuHV26zdrhH4ISHh3nkpHfx/FEYosSBfzcsI9++g9W6B8e4C/3lIA1DzEK8QhQlxJHfkJBZ0djR0IyFNJQBrYjZg8bpNv6sxMhly+7LN9oa+x3lo1nVUTYbyKGpK4CkEvpC2T0WKKWsrOqNTAaqWcvbhLlEok0wNK8HtScbC8fN97Kx0g6g6exhq7W2OPEVIjcXeeDJFWjiFoNcebPSpQrcpT/OKlpLNySJBQq5ksXHnqoXbV1EU+Nzvltlc0dGMiNUFixuvZ2SLXqQErrSXdhoaigYjkwGnH+pz/HyfJB7YXBsaty7b3Lmcwc4nnLyvx9xxj9a2pGFWRqR+ojQUceqhmE5D5czDMXYmZnw2ZO6Ei0COSuJEXnyT3dTXFI6d8/mzfzfC1lrIrUsZrr9ZYGQy4a2XDHY2U9rbGiNTAXEsbaxrCyZhKB+/psvnJgoEV1/L8vxnikwf9Ak82SEXirTijk1HbCwF3HzLliMRNUURMD4rBZ1OT0FVUw6fccjmEq69aeN0VRauWtRWTTJ5SZS0sgq+J2jVNarjKWYmJPAUjt7jMLEvYHgiBJFQW7ZIUo36usH0ARfDiul3FXLFhH6gEwbpQMuiYZghuhETRhBFJgidoXE5Ulu6lcMwA9xuQBQZrMwrLFwt4LsKwxOyxdxpqtQ3THxXIY53i9cAQ19iak6nVPV57ZlhLr1SpVX/c7z2C2yvh5iZLL7rki+6ZHMhaRry2pd3GJ1eY+6ExdodjX4nwHdColCjOhJy/gPrrN0pEHgGxWoOTdd44Y9eIVPMkC9nJQdiVLC94eG0ZBFbHVdIU4XKsMvc8QbHzrnopka70eL6m8PcfKtMr7nFzMEuH/sb9xB6DW6+uixTTG0DIQQLV/rY+c9QnjvF5MFJEDmEcnfzUVWVR3+gyrFTPeav2PRaCr1Oyu1LKTubKV4fhFBYWejy1st/yGM/8l7i6F6+9AdrfN9PaMSRQeBn8d2AXqtP6If4jk9taYfhCY00jYijmNpSnZHpKt/3tz/K7PFprjx/Y8+e+7XZKdI+HqHpKpWxEqfeexzD0nnrq1cZmR1iZ71Jr9mjVff3ftdzfErDBdIkpThcYGR6aO/mzKwpoWJCob6yzcyxSRRFYWc9pLkli1rDNvZw6CBHDkMTVVZurOH2PDI5mzRN2Vm7zeadJZZvtOg0EixbxWkVaG9VmNrfYGhilWKxTq4kNSdWxsR3tnB72uBzn2Vqv0NlZIcbrycyFyYFp+Oys9agvrKNaZtEUczFZy4zOjvCoXNz2FmL8blRVm+s4/W9b3oJ13SN0A0lyfU7aL1bYLy7JCDnbaKGZBD8kaYQD2K3d7kOUbibVyKFe5o+cGqEYo934HsSQAV3ORBpelcTIQSE/t2TQbYYE4UCK5tQGYlY6ZjcuWphmAn7jnqYGfk3rKxkZMSDk5Yy4FqounTQSpx5iq7LULatNV12GNSUflsZaBsSPCfByqQYhtzEN1ek/TPwFJ77TInnP11AM+DOlSyG4RD4slBau2Ny880MSSL2dCLLNy2WbljUVnTu/1CbhSs2X/7jMvU1g+pYwJAa4nuCKJbtTFlkyechSUDXUyojkso5uT8AoNdSuPZGhnZDnvYrIyFmJsHpCmorJiA5Fs26YPWOitOL2FiKcXvSPXPplSwfnPZlIm1eBiV1GhqVEZdMPsXtCeJQcOONDBtLMt3UtFLGZgMe/FAbO5vSaarsbEgthaKlkAgQCSfu77O9oTN/2Sabl8XgM39SxLBSfE9hbdHCzsbkSjFCgeb2bjaKzEx54ofbzB7x2N7Q2VwxKZQT5o55lIdibr6Vwe1FmFZImii0Gzq6EQ5GBAJFkchxzUwoVWMSX9JF7UxMGKq0tmWLv9PS0PVo4OBJaXW0QR6LHH+5feUdAXShD7cuCq5fPMr9H3uEp/+kw6XndzDtiHxxh+VLHo0twej0NuMzUqfg9gfv7TDizWdikriF7+YwLIUkikkTwXbNZnyf4KEnLVYXD1IaLXL5uatcf3V+UORJwqVuSDFuGickKfSaKScf7PPhT2wzOh1gmAAqiuZx5j0u197UWV8a49731PD6Na69uEwYRKiagu/InI7qqEEut05/7X8jqs6h6jlS/Qxo+xGpIz+HJIzvyzG+r0OvU+C3/pFCkgjmjst8F9BBLbC9pfD0f/wqEwfH2VwKufhcjrHpDoqu0Kq1iMJIArvCiBSf7bU+T/3ubXwvoDRa5MM/+Cizx6cBGNs/wo3XbqObOoEboJkabs8jGNA7+22X3IAdkStlqC3VCb2QfDWPqskwMlWTHYwU2dXrNnoUhwscuf/gniAToDRcIF/OsbPeQNNV4ihBMSQQLookkHB0dhhV3U1/ld7yoakyq7fWaWy0sA9arFy/wNLlRXw3oddMJNcmjGlvNyG1iUOTRq3Lqfv7eP0AVe1j52KEolPfLBFHssva77p06lv4Tv7upXeACvecgMJQkaTr0tnp4Q3cI0fuP8itNxfod12EIkjj9B2j4F0dRhInRCKisdn8v7sL/FdZ7xYY7y5Qh3eP+iA0VFXu3GLALdD0VFIWFRm6tb2py/a0luK7g0yMTIzryA9qNh/T7xhAMnBoyE317aOLTO7uPGFnU2fmkI9lR2i6hqKqxLHK4o083Y7OgRMOXl8jW0xRlZgokhwFKxNLdK4i3SXtHUG/q7G+YHDjQgbdlCf4JBKUhqVTI/BVND3h8FmHkcmAK69kuf5GljAQXHsjy8aiiWakhL6gvq5z5mEpsHS6KovXbDQjlTHjsUSIF8oRTk/ltS8XmNjvY2dT3vuxFp6rkCvGFEoJxWpAJpdiZySqXNXuOk32xjYDrcXrz+R59Zk8rbpKvyNDynZ/RzMSNhcNfFdFNxN67RxDYyEPfKjL53+7itsTeK7KxedyjM/6HLu3j2knFMpSpFmoxDLBVKhcedWg01KpjISsLxqMTAU8+dfaZAsJcSwzRB77/ha6kfLWizmiBEYmQry+QmNLnvhULeXyKzk6DZUkEah6ittVyRdjAk8hm48hFfRaKrEvyaNvPpcjDEHXE8ZmQsIQwhAqoyHH7nF489k8YaigGykbSwZeX2VyTj6vvq+SRCmWJeh3dd74apbRqZRsIcvUQYXTD3U59wHBtde6zF9S6HVUyiMRSazQ3JK4WLenoA/mZboh0O0c3WaEZiT02hq1tTkuv/AMY/vHsLMWTmuNnU1BoZowOuXjuSpxNDiBKypRBLVVnWK5QyvV0TQT047RdEFrx8Z3fEZnY4JkiJ3NJguXVvD6PqqqomgCIQRhkKAoEj4lX+eYj/zwNtMHXAJf4DnaQPwKhYrPuffOU6iWSaKIhUvzuL2YTN5GKApxFBMH25QqLeysQu1KQrOuMjTuQP835HtNnQRhQrwj3WLKMLcudKmvCWYOS7cKIgtooBQojxV55bMXuPn6HbqNHs/0FIrlFNNqM3cioTKm4fWlxTRbSPnc71S48mJAobpNvpLjhT95lVa9w2M//AjHHjzMm1+6RL/tUF/eJgxC3J4vEdyxhAV204RcRXZbfDdAKAq9Zg/P8TFsg9HZIRRVxXd9vL78n2HqZIt3iwuQDpO507O0ttq4PY92vSPFkANL7NjcKKP7hmlstli/vUFtaRt3YBNVNIXVG+vcvnCTnfUtQCZAhyHYWQU7r+I7MfV1l24TRqY03vhqlmI1JV82qYyC6xh0djQgJvD6BG5Et6XuFQW7xQUw0FcEjO0bprZUx+t5LF1dAQFbS9sSjKaqRHH0juvG7n/HseSk7NpVv1PWuwXGuwvMx8H9HKQ7IMqo2g66GRFHglRJKQ1HbCyYg2At2FgwiSNBrhSxcNUmW4ypjAVcey2H2xeMzcZsrYLvg6YLDEva7Ly+FApqRsrYrI+qpsQhvP6VHLNHPOxcyk5NtjWlMly2IjeXs6QUKY/18fpyvNDvpWTznT0HhxBQGkooDSX8/j8bYWvNoDoW7Wk1ttYlCCOJUzoNjfaOxtBEwIVnC6zeMVlfNDHMRMbED6yl85dsHnyiQ6EcsXTDxukrDI2HUmyayo5JkgjypZjGlsabz+aY2Bcwsd/n0BkXr69Q39TIFBQZIPY2B8ZuEiwgW8MxrNwyePqPCpCo9Noq+XJE6Ct7eg+3qzJz2GenprGzqbN220SIlM2VPFtrxh6rApHypU+VCH3BmYd7mLa0oq4tGJSGIkxLdktmDvn02jEPf6TF2Uf6pIngzlVLYr9DQbEa87Ef36FQiXn200VUHRpbOl5fMH3AY/8xj4XrNr2OhttX8F05NglDhdKQjIpPgZ2ahqpCFAtuXZDjJstOiMI+R8/1UVUpJM7kI8483OVLnyqxfEviylduS1BXdTxEN1I0QyFBZ/HGCC9/QeFjf63FoVPe4IJrUByS0edCyVJbNlidt1CUlG5bIQxkYSOEFKtaORuEgWEpcsQxXyeMv4hhZvYAde3tAN9NqY46QELog6LITTiJZWCd21Ox8xFx1KfflYRR180ilAxp6tDdka3tqy/cwHcDSGWMt6rLmZeq+rhd2eFSBZy432HmkIfbk+8DVZMuoCgQJImKbvSwreus3IyZnOsQ+DaaBv2uietozBx2ME2ftcVxem2bfidkaKROEke4/ZDNNY+drQmm5jTGJ9cQZKhtzKKobRl3LkxAgdQhVUa48+YS3UaXbClDZbxEEkcI1ae53eLOFcgWOhRKEZDwzJ9UWbpZQrdUfFfqGAxb55XPvEEcxnzsbz3OI9//AJ/6P/6cXtuRNu0UhCIGY48EUhmRfuO12zJDJY5xet5AWyH2tE6arqFqEaOzQ/TbLktXVjl4dr/MPUkl1djOWYztH2X2+KRMdvUCpo5OYOdtfDdg806NhbeW91gUKILQC9EMFd8JiCOfOJIpx54XSxu4Bm4vIfRlvk6/K7hzNUNrW2F0KkCoOayMwdRczMS+LkJJqIz02VozWLwpI+DTtwu2BquzIx0k43NjtLbaNGstNhe30E2NnJrB6bhEQSQPaW/LOUoTOW5Kk5TADf8LbQr/Zda7Bca7C7STYH4Y/D+D1Ady5Estem059x8eC6RCP1a4c81i4YZFGsPGoty0D592OHTGpdfUuHPNptNUmDrgs75o4jkphVKEacucjSSGqQMe+VJEu6Gzetug0xREIfRaOrlCRJIoKIpGZdjHziZsruaZPWLKUc6gZFeV+Bu6OAIPOk0N0777Cdz9LAuRoqiCFEnHc7oqnqtQqESsL8j8Et1IiQJ5EVtbMHjlqTyPfn9bigJ1aZk1LKngdvsKup5iZ6TYs7ZiMjUXYNnJXhR9JisR5+0dhdJQsldUKNK2D0gNiedCv6cxNhVx6y2DykhIFMmNXo6nZEJrr61SGoqIQoHvqjTrOjubOpCSpvL+J7FA06FR0/nsf6yQJILWtsqDH+rw8Ec76FrM7FGPJ39sm25TozQcMTYdsrGos1OTWSgI6LVV4hgeeqLDyrzJ8ERAZSTGtGMm5wK213VWb5sIoDISsbOpE/iCJE7Z2ZT5Kb2WQhRK66+ipGQKMaNTgexmPFtAM1Le+7E2uWJCpyVobmv0Oiqf+Q9VnvjEDuOzMqxuZ8uiWEkZmVZp7VS4c30WlE3aDR1oQqoCGS48J/ji71Zlp8KA+oa6Jw4NA0XmoyQphinwXZMojBibtZiYy7F0tU+/sUW2JMFzSRLT3tqWjJI0IR5cu4WSoIiEKFFweioT+3xUIbtE3bZFFJpEgcDKJZAqrC9lCOMOO+tNFEUhUSSxUb4nBzA2HQJfEPiw77CHqqf0OiqKKovzNEnJ5EHXXRQlZnJ2mZ21DGNTDrrpkCQ6cagQhiqFksd2LcP6goFqpFhmC6dTZ/6SThiEkKzwzB8ZJInBe79rnPvev45ChhRT8i5SDwhBnaXXttlaWcTMmGQLGcbnRpm/sMDyzQyW7eN0Q8rDGgdOJrz4hRFuX8mh6hmsTEIYRGwtbTN5cJzhqSGuvnCDex8/xX0fuYfn/+gVGutNtjeaCGQsum7pKELg9n1IUxqbLQrVPIqq7BUiAJuLW4R+RDqwWMVRGdM26O70ePXzFwZsGVmAmBmD80+c4eP/jydRNZXQD7GyFis31vkP/5//xJUXbgwCzFIMSyeKYrLFDIEbkKYpmpZi2YKxfRnW7zh0mjJFVwiBpou7MQkKdBoGk/tDRqYcXAduX1ERiso9j7Ro1VW++qclQk+RGjG+xtuWQuhHrNxcp1DJk69KGqpuyG5lGnfIZHx2kN3k0H/nxS+JE0B5h57kO2G9W2D8N7DiKMbteWiGhm5quF1p09o9ZfmuL08Lgw+JYRt4PW8wl1Wxsia68c3feIqikOT/R9BGwfssJOvoRh475+L2ZPjZ8HjEtddtXn8mR6eho2gpE4M2/MT+kPqGyoFTfTxXbhJxmHD0nh4biybdloZpJRw525cnaDuh29LotVSsTMDkXMjnf3cEO6dy+EyP6miClRVoZg7PV3D7OcJQniDjWDoxNF18XbAagGaAqqf4zts+gIJBDPnb2BiKhGuZlmRGaPqgpZAy+BlZATz3maJMBjVTVE0KAt2+oFHTmTwgVaJhAL4rKFZiFDUlW0jwHRltny8NYF+xSuClGFaKOshU2XWx+A7Ulk05yhmKJPRLlaFGsjUrT9y7hFBVGwSc+SlOR6DrKflSTHvn7nOSK8bohqRodhoauWLM1AFZsHWaGooWURmO6bWlu0dRUqpjEbVVmcKq6SmCFLcvRamT+31e/XKWY+c9pvb7JBGsL5qoCmiWLKjypYhGTSdNBLqZsrlkDIqwRG44vkK+FOO7KlYmpjQUcuPNLMfPOQxNBBRKMYVizOgUNLd1/uQ3hzj3aJeDpzxypRhFVdhcnWR9aYxeRyeKM6h6j37HQigRvXbCM39cII5jKuMxqwsauQKkqRS3Zgshbk8l9AUBGpmiYOaIzei0TuR7IBJ0SxAEAaoW0K9fB9poBrQbOpouFfxpIkjVlF5HQVVh6kCAacuvOw2V8miOOGpRHemydDPDxlKZbKlBEgcIRW6mcSTx4YYpdRhxAqmXQgymLa25mp5iWjKRlsF70nMUMrmYQjlg+rDGtTerlCp9KqMJVgbyZY8oUli4PozbT8kbYGX63HgjotNIKQ4bFEoBh84Y1NdNnvqDEk4nYGy/AoREfopm5UCdBHWadn1zTytSGStRmShzALh9YYHaokvgKWwuW1x4qUK/7ZPEKZohQXearhKFEe16h4kDY9RXt1m6IhNToyBiZHYYzdDIV3OIVEg2jhtQW9nG6bqouorbcymPldhcrJPECYo6yHVBbtCKotBvy+C2MIzRNJU4imUKMP6enXU3EM6wZJbHvhPTzJ3Zx523lmnWWrKrJQTFal46PIJowLJR8D0pnLSyGr22FMCrA71ZIqeAqIoUwN++WiBOYib3p5DGrN1WqI5P8OLnFG5efNuh55ugedIkpbPdoV1v47sBuuHhOxGGGRO4iRyvBimqNnhfvM3lksQJzVoLz/HfkZXy7VzvFhjfwSvwAi5+5SpvPXOFRq1Fu94hSRJJeSvnGJkZIk1Srr96m+3VbaJQcvYNW8N3pKrbzllMHBzjke9/gHseO/UOa9jbl6IokP0xEvuHILoBJFiiiuU/jbvzDN3WJvX1Lr4jq3bdlMjmsdmYdiPL/FsGThfu/2CP4+d7TB/yKVVjfD/FaauYGShWYxRFiuo6TYWlmzYvfaHAWy8ViALBifv6nLzPYfJgwvXXXV78bJbVeRvP6XPh2YCZgwbdtmwbazqcvF/l7CN9RibDtz0O2H/M5cKzefLlCN9VaWxpNLc0kkQKBe1swvCkz6kHZOelvaPyno92uHXR5o2vFuh3d8czCZNzHqff0+PmBemU6TZVSsMR47MBw2PhgCqpU1sxmDrQJRx0PxRNYNoxipB6Ds9ViCKBCGRXKI6km0YIaDck6joZQDl3SZlvb4PevaDe1cbMHvE4dNqhOhaiaVBbNbj4fI4bb0rlu9tX6DQ17Ky0kk4f9AfproLAk+OdlXk5Sup1VOxswshUSK4Yky/JQLXAk2Ot8nDImYcdOg0d3Uhx+ir9roqVjUlTQRxLTY5uJcSJwO/IoLo4ASUBp6tSHpE4crcvXUXV0ZCV2yZLNy00I6FQTuh3BP1OQrESsb2h8sXfr+A7bexcjO+a9PpD1JY9Wttt+u0YkgwvP5XFMCKiIKa2ZjB3osfSDROvL8gVpfbGc2VsvGUn6KaCZmjYOQeRtti44+P1UlQdhoYbzB5+g7HZLNtrTcbGBGt3qph2jOcodNsKqoxlIVdI2HfYpzqS4HsaViZlfLbDyLRBv51y402Dq68qHDr9PNl8yPqRDELRaTcM4iihMuJSKEmSa6epsnzLIvQVNpb0QVs+Jo5loWxndrtfAlVNSRKpIUnTLLcuqxi3YorVLOVhn5lDOximT7epDKyfDTqNhELVwrRCklgSS+2cytTBDC9/Mc/HfuoY08errNyoMXVkFl2VG1QUxrh9j2wxQ2eny8adLdI0xbQMSRHdkSmH/bZPvy2FiABJHFMcKiCEQhzJE78iBKEfEgbSYZImCaqmou7FF0ur6PBEha3VHaIwZnu1wb6TMxSreZr1Nkksb0vVVHRTx7QN3J5HGIT4fY/jj52iNFKUhy3bwHd8Ln31GnOn93Hqvcfecc1zex6TB0dJ4phcOStHLqrK1sq2HNekKaphEAYBgReRK2q06iFRMBijJuledzSJZdDh6HRMqeqSpgZmVmNtIceV12eJoi2E0rprZf8GxYWiCqyMSRzHtLc6GFbC/hMKO5sGvhujKPKzQwp2LsbpqnuU4N3V2Gjywh+/wmM/8t5veJ3/Vq/viALj137t1/hH/+gfsbm5yZkzZ/in//Sfcv/993/Dn/1X/+pf8e///b/n8uXLAJw7d45/8A/+wTf9+f9WV+AF/Nm/+AKXn72ObmpsrzWpr2xLOE0xw/BUhde++BZOx8EwDaysgdP16LU3SWN5eshX8wR+RHvnJrXFOguXlvm+v/1RCpX8N/27imKAcYo0cUid/wDhRcLA5Df/fsryrTJj0wFDkyF+X+GNrxR49UsFcvmE4nDI8fMOB0+6hIFg7Y6JabuUqimF0jsR26oOvqvi9RUe+nCX2SMen/udKi8/VWDhus0Tn9jh0ot5em2VTEGedG9eyHDpxTyj0z4HT7vEoeCFzxWZv5Thu39im+kDAbvR8Q8+0WHhqs3qHZNuUyMKFNQBKMvpqwghraRD4yG1ZUGvZZAvRjzysTaT+wOe/sPSXhuy09SYf8vmzMNSK7B0wyZXkFqNIFCIQ1kgTB/0GZ305SZryLZ2kgzcNWaKrSQoisSX77bFISVN5Cxf1RNELG8vDAYY5Lclsu5emHax3AdPu5x9Tw/DSmjUNJIUZg97TB/0GJoocPmlLL6nMDbtc+Ckx/isT64o3R2GmRIGgk5dIZtPBswF6ewZngyJA0Gnpco2fyamPBTzxCeaLFy3eOoPZBCcrksBr26kdFvq4D6me7ftu9LirCgpqiqTci1bdhK2N3SGxgct70R2jAwLeh2F2prB9qbGvqM+E/sDwkBh+ZbF5AGPOEy59WYD39dx2jFpmnD7skmhmmPfMZWFq036HciVq3SbzmADkCd/39HYqaUUKzFJlJKqLoGTkugJUSRfp9JIwOUXddbvCD74A5uYdszQmMYjT7a4/HKGU+/rkiSCblvFzqZURnzyJUG+DE//wTA338oyNpMyd3aOyy/00NQaH/pEi2zBpNvOUBlL2dkIOXZvH1UV+L6K72h7z/+J+/uMTsUs3SzQbjQZmQjw/UHVmUqQmJ2VQlDXyWGYKZm8R7afpdfq09iK6Pd0xqZTqiMt4ng/R+8/xMKFV1AUWdjaWZ/tzTKeIwsIwxBAwuptje/67z/On/+LL7J2c33QNRM0t9qkSUoUxjQ2W1gZE0VVB5HrAaEbSq1DXqCqCmEgKZWGKVM+AyfAzBjEA9dHvpqnUM1j52z6becb2iqFIqhOlMmVs5z70Bnu+8hZfieKufL8dfodh0zORtVVFEX+vd3X2LAMttcaTBy4G4ikGxrNWpu3vnqVk48c3UOMx5HkTcSxDL/TdX3P+ioU+YFLU9BNiyTy6bU8ClWTXEklcGXlL0eJQgb/GQnDkyFTB0KiQBDHKqriUxkJOHLqJl+eV/Ys9d9saYaO7wR4ro9QoFiJGZqwUTWFO5e8ARF40IVNIVeM6DR12Q4ZyFfiKOHSc9e476P3kP8OYGJ82wuM3/u93+Nnf/Zn+fVf/3UeeOABfvVXf5UPf/jD3Lhxg5GRka/7+WeeeYYf/uEf5uGHH8ayLH7lV36FJ554gitXrjA5OflteAT/ddalZ69x5bnrjO0foV3v0K53KI8W0XSNzk6XxSsr8gMSxsRajJW16LUcqTSOQhRVIQ4ihicr+E6A2/O49tItxveP8qFPvv//8u+n/gsQXgR1lj/7jWeYv2Ry4v4euUKC7wn0UkKSRsy/lSGOIs6+r8uRMy6eI09HTlfQa2sUyoGERO3CYVJo1FR0M6UyGrG+aLLviM97nmzz0ucLrC+a/N6vjXLy/j77BvHwy7cMokjmXnRbGnEoKA9HFCoxq7cNvvyHZX7kf6zJUDEBB477fPTHdviXf3cCp6tgmFKXoGgwMhFw4ITL0g2bp/6ghGHIQqHX0VC1lIOnXLodlTefzTEyLj/UNy5kKQ1HPPFXG7zydIGrr2bZqZnYuYR8KWbmkMejH28RJ9Ii63sCK5MSuCq9jkJpKCZOGCSvSoFnFEnhnu8gT9elmHZDFmaaLsdAupEQ+AISsXdSMUypATn1YF9C0DZ1klgQBtCs6RSHIt7z0TZRBMfPuVRGQlrb6iAMTm5kph2jGRLlPTwR4bsKxUqElZFOinZDxbRTTCvFsGIUVabI9nsKw+MhjZrB0HhCFAn6HQW3pxAEskUcBXIj3B0/5YoRhiVn2c26ThxDFCpMHfTxPAXDSimPyARZGTqnoGmwvaFTGoo4eNIjk0/YXLbpNASeI7s1qg6VERO7OILTUVieh9KIhtOtU1vyBw4jeTHutTX6g3C3XMEbdENkeJRhKJh2wtBETIpKvhKzOm/x5/9O4eM/VSOKdIYnI47f53LltQL3vq/N/uMupp2SK8YkicnK/BCvfjnP5orUIF16BfIlnx/5Oz7Z4gRBUGBowuHDP7LN8o0eSZTguRqLN4r4nk5jSyUKEsZmfE4/3Kffr/LWS6N86AeWB24rbdAFkPyKMDQJgwy64SNSWTibGZNM3kZRFbqtDPmyxr4zw9hZlSjOopvbFEodAt+g08qy//AahhUQuClu1yQMhhmZHuJH/tfv5/aFRVZvrBPHMYal8zu/9Ef4bkB5uooyED7tbtxSnCk7E0KV71FVUxGqSnenR2m0SHm0yNZSnWwxQ7fR5cU/lYyJTrOHUMDte3vj3iRJcHsexZEio7PDvP8HH5L4dNtgbP8oy9dWUfWQuWNNpuYcdFPQ2Mpw6UUNVZPI8TRN9woJQGZ6rGzjuwFOx+Gtr17lyvM3WL21wfr8BkJRcLoOuZLckO2sRa/ZH3RdVMb2T2FbbVr1LoYRoQyuM0ZGOtTiKGJk0mfqQIDT2Q0eTEmxyBYCCqU2pEOoZkLs8rbuxTvRwEmS4PU8oji+67LyEnQjYPaYxq0L8YAHIw8hmZwcl8ahuBtJBLS3u2wtb79bYAD8k3/yT/ipn/opfuInfgKAX//1X+fTn/40//pf/2v+l//lf/m6n/+P//E/vuPr3/iN3+BTn/oUTz/9NJ/85Ce/Jff5v/aK45iLz1zBsAysrMnN1+ooitjTUWiGhtNxMTMGmq6RxAntemfQdpQR0EkiRVZu1yNXydKqtYGUqy/d4KHvOf9NRyUAaRpA+CqIHEE/4eUvQr4ckS8l+Lu6gFS6MeyctCQOjUWgpIShiqKkVEZjDDPB6wuyhXTvFB764PZVDEvyHzaXDbotlf1HPK6+kqW+nkqwly5P/GkK9TUDTUvJ5BPaDUkOLVZTNF0wMQtrdyxuXrA5fMaVUe0JmGZCoRJRqEbEsYKmJTJO3ZLW1tBXuPh8nr/xv66zvWGws6nL2beW8sDjHQTp4IQDl1/OkSvEFEoxH//JOifv7/HyU0VKQxEHTrocOumiGSn9joKqyeLBc1SEAqaVyCj0rNQ5RLF0BgpFaiuiSFCqxkQhVMcCzGxCthjR3tYRAjQ9IUlkToaigmYnWHaMlUmorWiMTUdUxkLuXLbxXPmalIcjRiZDXn8mz2N/pcn+Yz75UrQ3ZzEtaNYFbk+gm/EgJE1qQ6JQilN3oWRuVxBHKoadMDwWc/CUy3yq0KhLXU2jpsmOjSW7GYEHupkQ+oJsQY5PdjY0DDuh31HptRVypZjbVyxECkfPORRKIWYGVuYt6hsq3/XjdY6e61MZicgWYkw7ZXNR5/KrBdYWCizfzNKspwyNJ/h+k2yxgKGtYmV8dEPFc6QdVwpyU4YyIYVSzHZNZ2vNRlFDihU5CjLtlO2azp1rGr4rXxPNTFm5beC7Cmcf6WFnNR58wmPmoOBzvztMvuQxsc/jiU806DYVRiY7/M3/l8vyrSwbq0Ms3Srz8EdChibbtJs5StUN8oUmoxMJk7Mu/U6C01VwOoKv/GmZOFLJFgW3r+TwHA0r1+ELv1/gwPE8M4cDdEMnDHyiUCVhBEWNMU0XRdUxsyWEEhOHMjfGzmkYmRHy44+SLfUhXmJ0ymcrhX5HYvr3HVpBVZOBpiGhULExS+ukaYCVMTnx8BFOPCxTni98+TKlkSK9Ro/OdhcrayEUQWenS+AFFCo5zIzEmSuKIMyE+G5AFIQ4PZeD9+5nfb4mUda6ypd/93k0XRsgv12croejeziWK6PrvQDD1ClWczz8PfcxPjfK9moDIQSZvM3sMYMP/ZU1Ria7gEAIjZQuJ+5Lee0rGq1G6R3FBchuhaopLFxa4jP/6mlatTalkSLVsTK1xS2atTaKpiBUhUzOxrB1qYuJEjRdZeboLMMzVRrrKyxeXiJbTmRGkxmjKh16rYQDp2RxkcSSeJstpHSaOrPHXbY3LCqj0rofZhLcfkQkdaioGiSJBKylcYKWMVETFSsXURwKaO/00A2dYsUiWwzod9LBSBLiOH3nqCUFzVAH1/BvMIP5Nqxva4ERBAGvv/46P//zP7/3PUVRePzxx3nxxRf/UrfhOA5hGFKpVL7hv/u+j+/fDYnpdDr/eXf6W7B8J6BVl4FKSSQrehnzK1c6aP1GQSwBMnGC7wV79idVVUgGCsIwjGTw1yB9r9926ex0/8ICg6QLSRtEgWZ9i15HZWhM6hzSdBfcAL4rT6BRIKmUoTsAGMEeUjsKlcGOKr8fR/I0niYp2uA07vQkjyGTj9G0hCSRmoTSUEzoSxeCNogc142UXktF1yXV0cpCGKrU1yxmDvlk87J1X1sxCDyVqQPytbcyCc1tjShUUdSEbCGi19HIFRLcfkwSCzL5BN1MyOZjipWYblvF1MHKxGhaupctMjYdMnvYY3gixDATGnWN8lA0UM4r1JZNnJ7C2ExArhgTRym+I5+ZOJKZHZou5+jriyamFVMdixidjvjen9jm2U/naW6ZhIFCv6OSUxKK1ZAgEFx8PsupB/rY2Zhj50KGxwPMjDzVtLY1ui0NQcqB464snDZUpuc8ckUJc/J9gZ6kaHrC8fMOYajs2QQFKXEsmSZXX8tw4bk8rW2NbD5mfJ/HqQccSV/VUxqbOv1Odi+IrDISEnqCdqgPXAG7OG9ZWPY7qnwtRUqxKkFUo9MBR+/pk6KgajHZfMTf/gdrFKsRmiG7IJrEVzB9MCRbaFFfd/jz7WECz8ayAzK5Hkm8hhAJZsagWFGorchTdmkoorWjYWVk1y1fDHF6Cf2OQmfHBCHvZzafEIYDNwAQB7LI6DQNXvtSngMnA6rjKqMzASNTGq26zs5GQhwbxIwTJTniIGLfMYe50w3qvyGYmE2II518oUGhuEMUmsSxTrYQky+6LN0y6LRMJuY0xmZLFIZMaks7dBoK7abGyMxhNmvHqYy/ieuotOsuga9h5UYpVntkJ+/gOTkUfZhcqUtxKMeRcyVyhTpmZgyROQIooNbQCvD6c/MMj69z8vwt+l2V0LdAmDg9C8OCmbGr3Hrx39JsnWdkZoiZY5Ooqkp7u0uhmmfm2BSbCzVa9Q5plGKYOrlSluJQHiEEU0cm2FqWHAmv7xN6AYqmkinYjO0bYenaKqqiMnFwdC9WfmJulCsv3aTfcjAzhnT07B/iwY9UOffBCr63zKf+9yus3PJlnH2zwZM/usz4rMdOrbKnT3H7LqVyh/d+dJWbV4+841KWpikr19eI45ivfs+L+E5ApmAzeWiCI+cPcO/jZ7j+8k1Wb21QX9kZcHgEhaH84DFm6HccnMsuvVafJM1RHivgdNpsryyTJimlIdjZ1EhTleKQgmWr9FoRE/tj3vvdEX/8GxaGEWPnTMaqFmEYy3iD0CX0Q9YXpLg8VRjYy+T1Igo1dD0kjhTiKMXpSKcRSMCh7yl3relvW4VqfpAw++1f39YCY3t7mziOGR0dfcf3R0dHuX79+l/qNn7u536OiYkJHn/88W/477/0S7/EL/7iL/5n39dv5dJ0FU1XCYNItiAV8c5Z5eAkKpSBnzqVhdmuejpNpcoaIfY+zGmSIgb+e+0bhPi8YwkdhAaEmJaFqsoZtVy7+LgBVjqSLf/QFzIuevATScJgvp7chUnJu7SXwCmFUvLDksRCcjcSudGp+oD6qaSScjjYqKQFM9m7L0mUoghBrhTufV/OTiXxLh7QHHefs93bkemsKf2ewtINi7U7khw6NhMwc9jbo0AqqhTY5SsRdjaR4sgUZg575AcE0l5LbqS5QoKdi5mckxHrTl9l/i3J9UhTUPWEJFLYqakcOu0yPCFP0cUhj83FDM/8SYmVeYNDp10e/nCD8nBIGCpoakq2mBBH0hqrDdwsqiYfU5JAsRKRySX0uxEjEyGKmnLPe/u0GiqdHQXf1bGyMXZOOjpyJQY5JwMM+KCzm8SCP/utKrevZLDshGI1QlFTblzIsnQzw/0fbDN9wCP0BO/5aBfP6RIEgo1Fk9tXbBRVWlF7bRXLloKRNJPS62hSfa+mTO73OftId8+Ke+XVLFEIjzzZHhSVEHjKntU4TSQDLpNLqIyEGIZ83n3PQlF8Mjl3QI9VOHzWpdMwcfvSsQIpjS0NIWBoLEI3U6yMQqelEkfSzttrawglJZuPBzh88B2F4lCAQOXmRZtj53roZoptdwly0jq8tjiGIIC0hplVGZ0dRde6/MBP3mR8X4yqSppoGEriKEIWlZoBNy9kcbsGpx8CoeVAqIxMlcnmfFbmVbZWA25dHkFJbKbmVhmfhcDTaG33iHxBaztPHGmIdJXhSYP9xwMsc1XO4+Md6P5DUPKgTFAt5/nA95s017dp1AsEQUlG3DdcQt9B1RQiv0MSf5qvfm6HNLWZOT7FR37iUXRDI01TSsMFSiOFPXvo9lqDW28sEMcJpm0yeWiciQNjclSiKHS2OyRJyt/8pR/h4jNXuHNxiZlTk+/oLuTKOc49fprla2t8+G88ypFzFWzt05jaIq9/+TJP/75D4CuUhsuMz03itZYZmWizcN1GN6K9ayQJNLZzTB902H9sm9qmLDLiKObyc9dYuLwsyalhhGHp+G7I/Bt32Flv8PD33Me5D52hOFwg8EIOnztAcTjP7PFp5k7P0Ky1qS3WWb9d461nr1IeKzE6W0BjG6fpsHTDJAzg+H0RYWTjdgWGKXj4yT4n72uRKzhoapkksQcHLR3DlF2GONTotSXSX17zNTJ5m8Dx6bZ87ly1OXavQ78TUFsx6Hd4m8sNIv+dLhKQ0fanHjn2HTEege+AEcl/zvrlX/5lfvd3f5dnnnkGy7K+4c/8/M//PD/7sz+793Wn02F6evpbdRf/by3DMjhy30Fe/NPXqIyVGJqqsnx1VdL6BhHZmqlJBfXAspov52hvtxGqIApiDFsfqJLlyUBRJP9h8tA4Q5PfuNuzu4RSINWOQvASpbFDHDz9OldeMZk97KENRgBCCIqViNU7Jtl8zMaSztBEiNNLEamg19IolGOKQ+9s1RmWDJpSNBlo5vUVhiZCaisyUM33FQwroVgOpVvFkMmdzbqOpgsCT2H42C6TP6JRl7qD2cMBqs6uu5TDZ/pkCzGdhsbweEiSgOcqxKGMHXd6KqPTAZ/9D8M0trSBEFG26W9ezFCoBOgGexHluXyCYclkV92IIJXt9HwpoToWksklewIs3ZBIcpIIw9RYuCYJg+URWF3V8D1B4Kss3VAZnw146veHufZahjQVTOz3mT4QsLkiE1KnD3iYGVmUKQboxt0iahfWJQPfBM0tbWCfk1wRRU0plmO8vorv7HYJpAUySaC1rUoBrJaSJCmqLhHqIB0elRGpWs/kEsrDHpsrBq99ucAn/naNM+/pyTh7M+bGxQxjUwEn7nf44u+VaTU0dENqTtIkRWgMBIoxJ873+diP7+D2JBF0d7/Zf9wlm5ePTdOl7TfWwU9k4alb8j2jqCnH73dYvJkhjjU0PSYMxMBqK/UZs0d87n+sTZKCqqTUNwzq6wYjkwFhqLBww+DCVwoIpBXU7b0t30ZIn68sZlNKVY3mlqCxZZCkFnGSJwp9zr7X48CJgDiSOoXqaIRpvEGShJgDC7WdiWTXyFOJAkhTH6+f4jsai9cNqmMaQoSAD2TI5C10PYPjDDP/Vp/G6lW2yxEHjytMzPZJSciXVG5cqPDiF6YpDg9zz3t7TO27g66HoOyDtDO4PQtSFxIf9Cn2HbjJ2LjLwo1Zemstek3paFCEzB2prwrG93U4dKqBYRfZXHyFz/zLHg9+z3uxsib9tkOulMUYcBbKIyV0U8NpO0wfnoAUuo0ebt9DCEFrq817/8qDlEdK3Lm4RKYgo4S7zR5Ox5WfqUqOTM5GURTa9Qal/EsQXqe+McxX/9RHMw3G9yuQtigqKiMPVMkWl4kWFJIowEcemPKVHKOzwwixhecscPErRTL5DCiwenMDVZPZJjvrTazswB0TxTQ3W1x/ZZ57HjvJ9JFJOjtdPv53nmRo4u71cXhqiIP37Oe3/8EfYmctJg9YEL4B8QaZXMCx84LNpZjAjfnkz/VR9Cy6toOgJgsK4Im/GvL53xliZ1PFd1KsrLwepEkwEPmKva50ryk1OpqmUl8TuN0shapHvx0Sh/KzLpBd0K9zogjJ/njPx79zDA/f1gJjaGgIVVWp1Wrv+H6tVmNsbOyb/JZc//gf/2N++Zd/maeeeorTp09/058zTRPT/M7wBP//s8584AQ3X51n5foalbES22sNWvUOhqUTeJEUf261SZIEXdHIFGy8vofnSEBMEifYORuhCNrbXaycRWmkwPkPn93ravxFS5gPk0bXIVnkwz9SZf6tDrcu2Rw44aHpqVRQA9l8yNishCwt3bSYnnNpN/QBpEm6JoC9ZFanB52GgtPVaWxpZIsBcSRYvilJmsVqSDYfcudahmPnesydlELFp/+wzMaigZ2T2SJb61JZ7/ZVPvB9AaVhWTxEaYqmwfBEzLn3d3jhs0V6bQVFk8VCGAhuvWVTGQ3xXIl8njvuDuxfskBYvWPiOQqV0YCVWxYjkyG5YriXmrqLTN/Z0vH9mH1HEhQVdjalXiGTT4gdMOyE8dkQz1Fx+ypuTwEB0wckjMsXgk//hyp3rthoekomF3P0XofSUER9XWdtwcS0EmYOBXdfmN0G0tsOLrtZMLopdSrNbRVVS8jkJEchk40IfZVCWbIxQMa3R6GCnZPiwSRNiXyFblPl8BmHGxdswkAWe5qeIhQYGg9ZumGxvmBy/we7xDF0myrbmzrrCyaPfrzJ+D6ftTsmVlbqShQFum0JpDLthEJ1IJJTpFDX9wT7j3pUxyNUTRZ5QpNzbEkUlTRY3ZC3tTuOGZkMWF8wKI+mmJYgFSm+k7CzoXHknh7v/942YSBfz4VrNmt3YqYPejS3NdYWzL2DX+ANbJWJ7OgkqeyimVZCHEDgR5iWgqpZ6MYQQxMK+ZLHA481GJs1QN1HkkAczJMk/t4L09yWG3EmH2IYCYoaUlvOkMkHGNZuLo4KaTR4EUNI2+j2MLOnzhJHL/LdP97lzHs8FHUYmIE0YXjSoToec+6xCDW3D8PeB96fgHoIknWItkBUQCh4PZ2lG9v40RDZQoWZ2UX2H4vo1FvkCgGZQorvBIBBkqpomsP20lUe/KjBiXtTtlZvkXgqxx44zJtPXyKJE/KVnBQ/ajITRNEUkjThra9epbPTJQoivL7MQ9m1j6ZpSuCHXH3xJs1aiyiQG69h6QxPV2WHL1yD8Cao+7l1sUOnEbH/xKCypgxJg0wuQ3mkSGVcpzhcYHiqSiYvLdkbd7ZIIskZiYKIwA/JlbIIVTA2MyK5Fm9bmqaiaiprtzYY3z+C03P3NvmvXdtrDdbnN6mMZyG8BGkfRB4IAZPqeMrGQkptuc7MkR3SuEeSyggBp6tSKIU88rEWnqtx9VUAmefUa0Pg62g66LaGpmqEQYiZNTEtA6fnEIawtSYLEKEmiAQ5S/kGEgshpPvmO4WBAd/mAsMwDM6dO8fTTz/N933f9wFSSfv000/zMz/zM9/09/7hP/yH/P2///f5/Oc/z/nz579F9/Zbu8b2jfDdP/0Rnvqtr7K5WCNXytJvOfRaDoWhHEPjFeychdfzcDoejc0mcRRj2nJHF0IQOAHNWotcOcfR+w7wwR99H4fPzf2l/r7Q5iDzw6Tun3H2AzF/7X9u8ql/Lpi/ZGFnE3Q94cBJh52aTmtb59ZbWe5cyzA2k+H8+zscvcdheEp+qJNYKvZdR0WkMDQe09TE3py+11I4ft7h+H0OTldled5k+qDL6QcdrEyCqsoN50//zRCtbZ3LL2URCmQLMQ8+0eWBx9voukKSZGjVI4pDPqoK3/3jO+haylc/XWZz2ZDWUAHlkZCDJx1W5m3GZnyEkO13z5EbrGEltLY1zEzM/hMe7/lIm/JwMph5SsFmsSqRvZomxze+K0hT2QrvD5gSSaygmAmj0yE33tRR1YT9R31W5k3aDZXh8Yjrb2TJ5GMUAV5fjgWCQGBaKb6XUt/QmZwL9k4uX9MR3eNjZPMJupHS3NJYvGGhDFwcR+5xKA3HZItyNLKbBSMUqI5Ge8Cg3Y5IY0unPByRLaQ4vXQvwdZzFDRdahaadW1gtRVsb+jsP+qwOm/wylMF5o673LyQwenJ11XSM8Ug6lrhyqs5VFUwd9xlZMZnci6SoWl9QTYvUAbjPWmBlZqfXR6IHK3Jjsaph3r4nkl7W6MrFEwrpVhNOPWwy+N/pYNmqKhaNNBVpGh6jJmJiUKdUjWiVI3otNS9sVkcCwJfQdVTcoVo78nNF3yO3eszNhOj6R77j6gMjfUplHw8V6O104S0y9BYZ29cmS0wsLPqQIJmxJhmRH0dNN0iX1HRrRxuz5djpKQvx5LKMGhH8HtbGHqf8iiD0VVmcH9UII8iGtg5AeptCFZAKcn2VrgJ6KQILnw14cXPKTQ2VVKxiapmGJ3McPLBedyeSmk4g9f3icIEKxNSKHUIQ52l+Sy5VzKcekgjk93E4M/40A//bVTtDNdevsXOegMGHIp7Hz+Fpms8/0ev0Gn2sLMmmq4xMjPE0ESFt75ylXwpy+i+YZ7/o1dI05RcOUeuJLcd3wlYub6OYeloWsLF53yE5rBwtT/Q3oi7jztV6HdCQCFbkOL22ePTOB2HKy/cwO15TM2B7x/h7GOnaW62uPbKTfy+j2kZqJqyN1LR90bEKd1Wj0vPXSMMIopDef7kn32OD3ziYQ6e3Y/n+My/ucC1l26wenOdsVkVc7yDZlZABBC3AenIShIbzUhIoh5xlLB2x2RjycJzVJmQOxZw/v1NVm5qNLdlCrDn6GiGiZXTpMXXD8kWMnt2WU3T0AyNXHmI9flNUlLiKELsJiszgL7tOvQG7I+VG2tMH/nOcFR+20ckP/uzP8uP//iPc/78ee6//35+9Vd/lX6/v+cq+eQnP8nk5CS/9Eu/BMCv/Mqv8Au/8Av89m//Nvv27WNzcxOAXC5HLvedMXf6L7X2nZjmk7/4QyxcWqZdH+RuDOwYqqYyfXQSzVC589Yyazc3CIOI8bkRdFOn3+6ztbxDoZpj6vAEB87MYufs/8u/+fYl9BOgHYDwBu//sRb3fqTOC3/yBRobdRSxw/U3bPJFmXgahZKdsLVq8OozRaoT25gZiWveGBAdq6MRCKkdsLMJrYY81SJg4ZpJOsj1OP1gn8amitsTdBoajbrGtdezTO73mTns7c3nhRBsrli8+ZzJ/R/SMe2Qoeky/fYdFMVFVWOe/PE+x+/zeflLWZy2wsiUz/u/r82f/uth7KxEfjPYcHezVux8QhQqVEdDTj3Uo1kfiB1IiSKB25do8NaORr4YkYmBNJVjEWK21nQ8RyWTk+RRIVLWllVUoRG4gi/+QZX7P9il3w1x+yqFSkSpKrUHbk+RFw2kA6XfUfG9gb7la/VcqRy5p6kUmbV2NDoNFcOUBM/ycIhhMoA4mUzPBZh2TKGckCtK4eMec0ORoXYyJl0j8OS0IE2g21ZJE1kQBt4gJtuVY5h+VyVfTnn4ox221w02lnXy5Zh2Qx0AxyR1MApl98btKyzdNOm2FD4wEpLNS9GlYd2FFsliR+zFxEfBrkA2HaShqqiqymM/mCdwe2SydUYmA4pVKUYWIpKqfCHhR0MTEb22RpoKWts6di5l6oDP6m1pCd7Z1ElS2SlJUWntaJKUmMDhs13G9qUUhoawMzalIY3AuUVtRfDGVxVeewYeeDzhfd8DqrqLdZfjoH5Xpd9RKVRSzEzK5EGV1naW1nZEaUhl+aZNcWQUxZgGTEgd0uBNarfrTO7vUan2qa9n0PQ+pSENoejyjYoFaQ+SHIg+iOrgDRFDqnDllYAXPxMTRgqTcwmaqRL4NrVFlc0lm1MPp5RHlT1+hG5IV9LKJZs41NhaTUhTlV6nRKboY2nP8+RP/Q/c/9F7WL25QRzFlMdK7DsxzfN//Ao3XpnnwJl9pGmKlTUpjRRRNZVWvcOFZ66w/+Q0vhuQLWbQDQ0xeCObtkGv2aOx2eK5P+4hcEFZp1kL8Poxo7M2prXbbVVo1LP0OjHFygZxKlk+a/MbNGtNKiMBrXrKpZctUtVnaLKCnbMJ/YjADzBMg1w5S2twHU3iBM8JgBRVU8gU8hy8Zz+1xTp/+n9+nvd+/wNceOYKG7drhF5IY7NFc6NPbTTk0D0x+ZIpuxhpG6cjXUC5ouzaLd+yWZ23UTUNK6sihKDfVikP+9zzqKA6XsRPnuTWGyu0d7pUx8q89sWLBF44sPiCIgIUxaFQtpg5prK1JMjmodtkcE1B4lFEukf0VDQFwzZ49g9f5q/+3Pf9pTrV/7XXt73A+MQnPkG9XucXfuEX2Nzc5OzZs3zuc5/bE34uLy+/44n65//8nxMEAT/wAz/wjtv5u3/37/L3/t7f+1be9W/JMkydI+cP/IU/c+7xEuce/+Zjov+cJYQFxhkACpPwkZ/+ARobF/m3P/cLFCohpWpA6MvTbzaXMDwesHrb4vrrGUof6tFtCBauWcwe9ogjqX0A6SQYGo24c9WkNJRQGY5o1DWiSNDaUSiNxNy8mOXYuT7XXsvTrGvMHvGwbAlySmKBbsLOpsIrT2ucfDhHJuujKAH5UgVSH4QJSpXq1AYf/kQdIVKyhQjTTvdO8u98sGBmEswMNLfkib+zo8tNtCTjncVA3xB4gijYdZ7s7v3ShTEyIYPikkQCvV77cp43n8ljWlLo+eCHOjLq/YZJsRrwno+2GJmMBrkGAjsb4w1cJ8lAbPq1SHT51waSE8EeE4MBg9zOJIxNB8QRLN+yqC0bZHIpI5MpSZqgChDsbuopSaIQhSnjsyFf+dOM1NBU4kGaqyx4vL7cQCf2+WxvyI6MlYlobJmMTAZ4rsK4gNuX0r2CwrJjRCpwU3kh7LY0Zg959NoaG8sGB056xIkgitIB60N2TDRNPpeqAsKQ9zMMVDlm6yvEsUVpWGVsoodlO4QBFCu7KPhBTs1g7DE0FuD1BZdfztGoSRv1xH6fTlOltqqTLSSMTgcs3rBxuurAsqsxNNqnNBRQHZ9mdEYW551mxI1XDdIYJudcVm7reI4UhbqOoDoqabWeC76bYtryNZVaogRFiaiOeZj2Dp3WERZvjVMZz5KxrhP0VtneiDEzIRP7mixe81HULqSCpesaQ+M6UwcLgAEMYAxKVRYbjIJQCIM6mpLy/u9J0A2VrXWdxRtZArfJ2GzIlZctlm/5nHywh2HEpLGLacesLWZYnjdR1Bgh5LYQBhFCHYN4AxEvMjJzlJGZu+6EOJYiSrsgxxRxnBBHidTzAMWhPAuXl7l9YZHJg2N0Gj1aW210Q98bmwReCGmKohnMHnJByOC2yy92ufZKh1MPF1E1AUTEcZkblw8yPvEljp3v47avs7Nyg8qQh+8YvPqVCS6/1MbMXmHu1CwHzs6ycGmJzYUtSRVVpNXV7Xv0W33iKMHKmuRKWfadnGFkeog0TZm/sMjv/sofUx23OHimSkoGoQqWr16n04i5+UaPU+8pYphVklBha63LmYccMlmPfldlfUGG6GmGcjd7SNPRzIA0TimNFHnfj30v115e4D/94z+l0+gRh7EU3jZ7aHpMJhczMply5JxJmtbIlzzcniBJFZIE3k753b12aYZKq9Zm8fIKtcU643OjfLvXt73AAPiZn/mZbzoSeeaZZ97x9eLi4n/9O/Tu+gvX0oWn6DRiZg8nBL7crKNQSGuhJoFYvbbkIyzeNDHthEwuwekPCkUhT87ZfIxhylCtYjWmuS1/J01k+mjgC5y+wuodk3wpHrRMpRMhDBTUOKU8HLCxpLF8PeDo+QykzYFQzwZ0wMfK5XGjOnZWBm4B7DviceeqtTcuePuSzhjBzCGfMJCW0m5LZWRKzpNNW96HoYFNdfcikqZShGVYKXEoiZW9tsbMIZ/mts7yTQunqbG9brDvmMtDH+7w+jN5XvtygfMf6FCsyJOknU0wrIDF6xbVkUi6Rb52pXcdOWkKs4d9WjsaK/MmUagyfVDmjmxv6Gyv6+SK8cAZs5smClYG4igd0EHl9/PliGPnHTxnkOKaSDS811dobmuMzQS8+uUC2xs6ugH5YkhtTef8oz3yhZjVeYPNFUPamD2ZsJqmYm9mLETK7SsZGYa3l9Arsx16bRVngGk3rWRPvxNFMsCutmrQa+sMjydEocvwyC2sjI/THyZfLqEZm5C2YXBGlt2dlGuvZ3jzqzkuv5KVeSjVFFVNGJsKGJoI6DTk2GTqgEd93aTVMFlfsDlyj0OcaFQndiFQsHC5idNNyQ1GTrOHA7otGQon9SYq5aEIb4B03gWr9TsSG20YAt8f4vqlI4wfOc++TJ6bL32ZVm8RVUsZnU2ZmusxfdAjCiSXRBECw4ho1mLiMGLqoMD15tBME6vyHvC/ANEixA18x6fTNLAyOloaMrnPRRDz1st5oiAminXe+IrGoTMGI5MhOxsqnUbK9mYWEpkWOzaj4vV9NF2lOjEKbMqC/WtWr9Vn/sISrVoLodzdTDOFDHOnZ6mOl+XpvesyMjvM7IkZ6qs7dHa6KIp0uG2tbGPlLBBFhPABh4kDWXY2QzYWPKpjBlMHUwQ6rltm8bqLf/ZJzj4xydVn/4T1JZVua5qN5Ql2ajlKo9BvOdy+uMj0UWm17TX7eE6AbkjdhbybAjNjcOyBQxw6d2BPvCqEoFByGZ+4wCPfbWNlUuJIp1qdxO1kqa867Gz6rNxyKA3ptHcsxvblOf9hwU6txvItk+0NFU2XtF87K7BzCooiHaiqlnDlFZP3/qjK/lMzqKrC7QuLcryRMbCzPmkcASqV8RzF4QpJFDA63eDWRZM4/HrxhVBSrExCkup0trus396k1+r/xRfxb9H6jigw3l3/ba3AlQS+vTngYI69e4HZJUYiUkJPBkIJRZ7kdi2qe7kbiuxIqFq6d0EGyctQ1JTQlzN8LffOD1Y40CkoajrYzAYlferJWbaoQlqHpEsmUyTxZbs9DOTtHjvX583ncqwvmIzv9/cEnHEMq3dMRqcDTj7QZ+mmxcaiQXNbo99WKFbv6hZEIosRiVVmzzIqBnHsq3dMfE8wNhVy9B6HxesW2WJMvhyxdN1i+oDPAx/q8Dv/3xFuXMxy9j09wkABBQqlGDubMDHQX3zd2rX6Dv5mIqR7Qteh35MFm9NTWbplEfgKUaCgqAnTB9mzpIIE/WiGvO9OH9wBk+S+x7os3bR45akCTleSV/PlmFZdw3MUSkMRgafw6pflvy/fNFE1ge8q9Hsqgf81hcWgsBOA01PYXNHIFnT6HYXQF3RbKt2WJpHd1YjSUESxGuE5ghc/n2enZpAvasRJBd/PsO+oj5ltkirjDM0eRzMzEF6F6BpQwHU8es0G/+aXilx+OSdHOyIlTQT9Xsp3//U69z3apTTk0+/qg+ciZWMpy86mxvqiQb4U4fYULr9QZ+5kmSRJ6TRccsUUUAadHZVm3WJ90WLmkBQLx5HMZpHcFhlQdedqiWuvZkDJkWqnuHM5BeUOpeEcO+uLlKo+Q+OCqQN9Jmb7NLc17IwUNKekhL4c26wtpHzpU1laDQ/FTDl4Hs4+fILJ8U8BHq6Tx+2HGGZIp5kQ+DrDE32m5wS3LhXI5iM2FlT+8J/rHDxbQtMFlrlFkkbUVjSyRY9ipYPvKMwcnaJYAbCkzuNtK01Tnv3Uy7RqrUFWTQEhBEmc0Gv1ufn6bY7dfwiA4akqzVqbkekhsgWbZq3NzkaD1Zsb9Jp90jRhbV4jDotUhrcpVn2O3WfRb/tsLrWIAg2hjqHbCQfu2c+Hf+JRNte7fO73rrJ5p0gUxntcHwFkSxm21xpcfv46Vs6kMl6itdUhDCJCPyIKZTfy3ONnmDs9+47HpSg1Tp9/iXy5SXenjNvNkS/D0bPXKVVKPPNHNtdfc2ls+lTHTR7+ripjMwZf/ZNlAqfMsXt6CCHDAsNQ0GmmhEHCxP4Az1Fo7uTw/Bwvf/p1Fi6v0Nxqc+T+AyxfW2VnfQdNj8iUNZLEpL6WMnkgJlfsoxuJPCBockx491p5twtJEoJi0W30SJK/gEn+LVzvFhj/DS3P8YmCCDtnoWrv3HWCIGD95qZUIWdSNO5gFBQqxVnQVVxHode2yFeLpLFPZ2ebwFfI5ItUJ8p3eRlpKlXSpCCyiG+QiZ6vjiEERMHdE7Si3AUVeX1lL28jW4xobukD5oBsk6fIJNMkFriugETg9GSKV5LsppYmxJFCNh9jZWJ8T+zNNOIYnK4gk5MWwJQYK9MnidooIibWHsH1Zon7T6Om89j2KplciucCQhB4khvx4b/a4Iu/X2bpuoVupnt8jLHpgI/92A6FcsKBEw7ZQsLOhkpjWx1wFBIMK8EyE1RdPu7dUcVuTHunqeH1pUujUdfIl2LG9wVsLppkixFWNuHq6xlOP9jj2DmH25ds9h1xsTMJnquTJrC+qCMUadPVB0XAHlMkhVh2l1E12FzSCVwVxxG88Lk8+VLMQ090iUMxQLWnDI3FWBmZBiuUFKcjH08mJ+FkaSKf48BT2Vw2OPNQj/JQyOaKSbOu8uZXC9i5mPFZH1KJNU8SQaES0+9osuhUpGZChqrJq+Dec6Pebe3GoXTprC2YZPMJzbpKFMn3WrOuEgaCnZrO53+nwhvP5jn73oRMPqWxFeD08jz2o09SmXhNuif2Wkg+iByOY1BfaVFfV9hYMrEzUBmNUNUYt6fSqGt8+Y9KnHt/B92EDAlhoGIYMdl8wMJVi31HAoYnY6LYZnMx4cbrdUamIA4lmyaODCAm9AWKkvDaMwUsO2J4MiRNpZbIzsoCYWMpw7XXi0AIIs/mss3CleuUR4u4vTpZq097W5ewpsSnMqwQuFJQXKzEMtwsjqhv6NjZGNdRMG2NSNnPG1+8SmPV5Xs+mcPOFdBMB0Xp0mvLDSlNVZp1BTubsLUiUFSf4Qkbw4pZuuagmyp2Noum9cnkIo6d95maE4zOKAyNLUG4DtbjoL7T2l9f2ebaSzeZPjrB6s1N4igeQKoUsqUMrXqHm2/c4ch9B3jk4/fz6X/5FO3tDmvzm2yv7hDHCY2NBr4TIBSBqmtEQYaNBZvRGZg7kbDvmMHQVJV7PvgQqbKfkZkhpo9OoKoq116eJ45Cxg9UufPW2oDWKa+JcowZ0W302H9ymnseO0232WN9XupHAi9ie32HXOWdsMHGRoOJqWfIl1osXrfI5BXAkdk5E0XGplu8/+MTxJHOxFzIx34i4ZlP1Xj5My43LybYuSqlis/YTECvo6EosrubK4YIkTB/pcL8pSHCsIn3b77M2q1Nes3/H3v/GWRpdt53gr9zXn/9vXlv2sqsyvJVXaa72hu0ARoA4QE6kZRIURMjaaX5oN3QTsTMh92IjdiJmQhtaLQxkigzEuUpGhAkARBAw3Wjve/q8iarstK7691rz7sfzs2sbhIUZydEG30iKspf+5rnPM////t3MUwTaUpMS9LaFvg9SW1fRBxGLFzoUhzrkcQp+XJMq26NUOh3Rd/S2HXpKeJAJ2jLH3Pd/rNYHxUYfwHW2sIG7/7gAjffuU0cJ5SqBc48dZKzT99DEif8y//hP/LSb7/OoN3kM391mye/0GL6gE82TlFtfVGP+5I754u88s0ia4s6rRGRIg0b0znMEz/zaT79i9PI+E1IFvR/MifBfhis+xHibkFz4P4vUZv+DpsrKZP7Y0Jfw6+CoSQYaBR4qRoS+AYT+yK2VrRttViN6bUNrYKWcPXtDD/87TJSQhjAmYcH7D8aUJ2KMAyYOhAwsS/iwY+3eembZY0BTzXPIo4kF9/I0tw2qU5G3Lk8wDKHTM6FXHnh33Dh1Ty3r+YRhsfkTEImb9BrC0wTitUELxtTnYj52OebrN9xqG9YuuV9LOD4vQOyRX3T9bJg2wmL13LcvKDn8Kce7PHAx7uMz8Q6JEwHYo5EiXpCE/iSJNE7Da1HUBSKCb1STL6UYBg6s0RIqE5G3L6srbMzB0Iy+d0RgeIHv12mvm5x9KyPl4up1HQ8fLdt0K5rS2ynabK1ajK5L+LwKR/b1lHqQuoU1J0NG9KUibmQYCi4+EaWK29lqW9Z2HbK/IkhZx/vMnckxLJTDCshW1AMB5IDJ3zcjGJnLY+bSZiai+i1TfyhZNA1kEZKqRrSaXqMT4YcOTPk9e8W6DQNkkQLCfWNTusjdvtQWjciWbrhUBmPqE7FCJGQJFp/4Q8k776YZXvN4K/93zaYnItIU0k27zF90GL+WB2UhsFpTQIgTNJU0a13aWwrBh2pCaYi2XtOL58w6SRsLNm89lyeL/+3dSJfEAaA0tTWYjVhZ7PCzOEuOReCcJLNxSa9dkBrW2eajM/ErC9lef/VEtUpnyCw+L1/N87B40Oe/soAlcQ0tyUCSZpa3PtEl63VLLeuudx4Z5F8MeLo2S5hf5V8yScKJdurJtffcyhUAvYfDZiaCylUYlxPE2KzRU22rc64BH4F3BqWM6Sx9io3z2/hB3O4XoZOK6VTFzo11jQxrJhsbkirYZOqhHMf6zF7NGV7vUC3qbDsPifODTj1iCBXKWKaDkLEWtuRhoD3hzYaS1fXGLSH7L9nlmAYsb28AwiiMGLY9QmGIe3tDo998QGO3H+Iez++wTf/xfdobbYpjhcIWwPiSGk8d97VBYJl4GYyrN0e4Ob3kSQJB889yoOfe+pDz51GN0j95xHxNSbnLFobisbGEMsr4Lg2SZzQa2qA2IF75jAtg/J4kfJ4EYBEJbz4W6+zcnWN2swYQggG3SHbS5e5/9EmzW0X07I0MyOFYBiys9Ymk89SGW9iZY4wf/YgP/jt21x5o4EwKtjeECeb47u/ZXL/k6vMHfEplPX4b2fd5tXnyqwsHmFnfcCx++eYPz3H1p0dklgx6PawHIvxuTz7DtSZnB3SaQjWF22C/pA7WwbB0GLmoI9KBK2GuVewyxGIMI4kSQJRFDE2Xd7LhfmzXh8VGH/O18L5Rb7+z56jvdWhWCvgeg47qw1+/3//PgsXFnn1997i+pu3UEnIf/c/rfDopzq4WW1ZNEY1gTQ0GfH8iw47GymOF9LrGKAkoR/iqMu8/50FDs5Ljt0/DbKibXPRLdLoJjgr4H1pr8jI5CZ56uc/ze//i2+yfMMiX0qRRsKwJ6lvWBy8Z8CBEwGdpg7ROnrWp75hkgk0wyCJBFffy/C936xgmLoFfPhUwNH7BpimHjvEIew7HCEEPPbpLmu3XW5f8ciXEj3T7kpSpdkMoS/41f9lmlwp4dmfbrB806WxZZEr+GQLfS694bG5MoaXS5g/6bN0Q7Mwhn2Dgyd9Dp8e4rgJ9z3RozYTkcnf1VXsrJsM+yYzB8I9LHa+oug0LYTQ6aO7IWZ7XQVDA552tQ6Goa22TlaRLegtfOALbFdRHo+ZPeJz+6rL8fuGGoXelqSpxMumPPXFNguXXJZvukzMBrheSL8jCUNJvqiLgEFXMnMgwrLVHk59ai7AdjQLw7RSgqHAMBTP/XqFy29nMUzN3RASzr+S4/ZVj8/+1ToHjg/J5BIOnhwS+QLTgBsXMjR3bGxHFzYAlpUydyTAtBXdpgGpDmeTo3lwFAkGXS3GFVK7b3a5GEKkZIsJ9TWLiX0JL7xRpFINOXDcxzQTmtsGnabB3JGQ+5/aots2KVRiqpMx557q4maGiGQZjDKozbu7a1kjiReJggBJzOaKTbflYhjRHv1QoEdChply/XwGQX3vM0sSgyRxmDtqsL05SRBkMK0WGa+F6w3pNLVQszgWE4eSV75d5fJbWeaOWozP+NTXDcYnI/odh3ItJVcQrN7OoJRLtpgye6TBzUu3kBQ4/WiClD16vsa823ZMdSqh33EZdA0OnxriZRW7zqUwFCBSnIxi/7EeNy8aNHd6XH9zgepkSBwq0jii24oY9jQ3JQ6188n2IsIA2nWLOHIY9BNcb8Cph4ZkyyWuvGFiegcoT+VBrZPEPs0tAyX2U6rlsdUSqWog5F0Ale7kgGVpEbphSG68c5vQDzFMQ1tWbZMrr93Ecr7HY196kJe/9gYqSUaJq31dWCQKy7FQSUqv1dfsCim5/tYdJufHGZuufCi8LA3fIh38FrWJluZnCINj98WsL/psrYI/zCOExLAktZkxSGFzcRsnY1Oo5pFSYkhD8zek5PaFJcpTJVavrWHIDQqVHoaZI1tI6bUDhKHP82HPp7FhU53qMzHnkqudY+EbLaaPHWZzcRvBMqZtsrVe4Kv/PKE2NaQ4pkgSycqCQxzb5Ep9JvaPU5kqcfvCElvLOwzaA9yci4pjquM7PPxsmxe/nmVzxcbxEjK5kCgwaHYNtldsJmYDAl8S+vr6l6RgMCrelYFIBdOHJhmfrf7J3ZT+/1gfFRh/jlfoh3z/P/yIfmvAgVOzeydZvpLD7wc896vPs7awSZqmPPnFNg99oqPR2kKPIFI1QmWb8Mq3CyzfdJg74kMqWLrp4g8ktqvDocq1Fpt3FLmxo8wcHtneZElnkoQvgnUUrFN7r+3kk38bN1vm7W9/gzuX6wTDCC8XM3ukjz8QLF51md4fEmYlY5Mh2UJCY8Nk2Le4ddHj1eeK2K4iCgXl8YSHnu2SJnD7qkO5anD/M909EWMmn/KVv7nDG9/Pc+G1LP2uhtNUJiLOPdkjDiUvfavA2i2Hr/6LGofuGWrHiZuytWbS6xgUxyKGfZNh16LXFjiZFCETmtsmpqVwMim5UoLjKdoNSbmmA6luXvAQMmXf4QBjdKM+cDxge8VkZ83D8RSlqhZQ7u4qSCFX0lArfyipTGjkd3NLh00pKeg2TR7+ZJtwhFh//DNtvJyiU9dwHtvVTAsvpzhyZsiFV7N0W1oYmwK2o+h1DOqbJrWpGKWg2zLIFhSDniTwJXEsqIzHRKF+DVffzXLprSxjE9Eo50MXA6VqzNoth+/+ZplP/xVtYc0WExxXd3EO3TNkc8lmYcMdMTJ0xLlt60TRbstApZouOOjpwLdSNcbLjGy2Qx3mJITmmVi2Lm6GIyHpxIzJOy/keP17KZalj6Nf+r9vMLEvZGnBYWou4uQDw70iIQp73L5wjU7/fqamryCMFbzCHMVKH1KfsYkG2yse772cI4kVhkxJd4Eho9ayYeosBwSjzoCguW1jOzaIlOZmi2G3TxInvPqtlGP3RZTGUrycPrZvXiyxuWJj2RHthkWnLqlMDLj3yQHFMd0xSfEwbYtOI2XQFViOh+MkTM8PyZVK1Df6+MNId8BsaNdN8uWEYGBgWBoN32mYvPdKjqvvaIGqkFAeT/FKisULywx7Af5whm5rjfHZPv1eBcs2UUqRJrpAKY2FnH85z6DnoJTie79Z4LXvFth3pMiBe6bp7twkScdQxgEuvT7Gu8832FyJSVNJuao48/gm5z53Byd3t8AoTZQQUhIGEYYpGXSH5Cs5sqUMctQRyJdzzB6f5tIr15CGgZNxeOiz59hernMljCnW8nTrfTo7XdJU4fdj1m9vMuz6xFGCm3V47t8+z+2LSzz7154kX0pIh98AEubPHmf60BIrNwbMHiux/3jIzME+YTJJc8em2+zSbfa5/Oo1fSkzJPmxHAdP7ydT8MgWMjz5M4+yeWebl377VUqlazz1xQ2mZodEUQipQacpuHPdodN2SJSivr6F65mcffo+ttZaezktSilN4Wz0CAYBxVqJdtOhsZNiOSZCKoSMiaOYNFW89dx79FtDBr0hKlYMOgMsG1ZuBnz3N3LsrGtRdmvbZP2Odj1JCdvrDmEosR0dOrnbo9h11QEgxMg9s0Sv1cf2bOZPzVKdGePPYn1UYPw5Xrfev8Pm0g7Thyb5gwmBbtahvtYiSRKkEDzxmSaWnY5ucpqZsKuJqG+Y3DifYWwiwrQ0ArlYiRn29G60UFZsr5sUFxMsb4WZw1N3n0gWId4mDd9BfKDAADh4/8+y/96forN9mXjYxMt2aS9/lfZOA8tdZ6wakMQpcaRb0HEEi9cd3vxhnmwhpjattQj7Dg512uWGHneodLTzFXchUG5W8fCzXc480qO+ZUEKyzc9Al9Qmw4p12I6DYONO47WRAjdOuw0TFQCmXJKHKVsrZrEsc4Xyea1O2Rj2ebE/RpfHEea5KgSRX3TJPC1oHHYl1QnQ9JU6JGQDUlXg6bKtWTvBmaYuvtiWimViYBBz0QAa7csmtsm3ZZBr2UyczDgzGM9nWOiUo7fNyRVsLNhUd+0UAlkCzGmlZArKuaO+Vx4NUu/Izlyxqff1aeum0mwXB2OVBzTGSDNbZNiJeHAMZ9CJWZsUtCqm7z9fA7TSrGsdE+AmaZaM2O5ijvXXP7DP5wkU1AcOzvgic+2KYzFHDwxpLFpceNCBtvT6njDSHGzisaWyfaaRRQINpdtfdMmJfYllcmYykRMp2lgGIqZgwHriy6dlkG3pfNYbDeh0wowbUm/bXD4dMjjn22TySvCwODUg33G9yV7HSWlIPQVpcoSSvkkkcKz1wnbV9jp2lQmLFQiuf6+w/V3HaYOhKgU5EgMK4UGIYa+pDKugVpC6O5FvyvI0qO55dBr9rCMNrev2Dz/tQwvfcujVNGZEVJqt08YxMSRwO8rzj4W8tCni2SKZZL4MoOhh1IZqlNQnfRJVYSwpuh28ty+1EKoJqbsIwU0tkwGXYk/lBTKGgjmuCn1DZPv/NoYi9dc8iUtDo4iwc0LWbrtBp1mQnncobXT4vXv5fjsX+uSydYRMsE0DaQTs++Qormd4d2XSySxLjgA4tilteNy7a0NiuUA2xO8+vt1XvjqNtIQlGoOUgp21gd87Z+1ufrub/GZvykYnz+DlJL503NMzU+wfmuTXClDr9mnUMlhmAZREKGSlIn9NdyMQybnceOdWyilkNLA8RwMQyKFQbGWw7QSOvUe3UZAHMVkch6Wa3HP48cxLZPzz19m2PX5yb87hsM2GIexHclnfmmSr//vayxdGWB7kiSK2F67Rn3Dwu/px4qCEMuxME0Df+ATDAIqUxWmD01w5smTfP1XvsOxe9vc+/AOYaiR8F5W0WunZPIxR88qbl4wqW8ZTO2PadVLnP/2TeprbZavrdHYaCIQDPs+cRgjDQMpJbZrIwxJoZxla7kOKaP3uKBJqIZACgGmJFXaOt7cNuh3XGozEfV1a7QB1EJ2N6M3DvUNCzFyKKuEu+GTo3LDy7ncfG+Rd79/cXTtTMmVstz3idM89TOPYlp/urf8jwqMP8ervdMlVeoD5LkPrziM9pwEE7MRSSywnVFw1QdMF52GwaBvMFOL9i7Utrt7805xs3qHlcTQaw7+8BOJHCRrP/Y1GIZBefK0fqzwTTJWlqn9PYgFoNhYshCGIvINBn0TL6Px4dMHRtkhsJf06XrpaCeuW4BeNtlzqMjRCMJyoDYVj5JcFb22hWFpoaKUYkTVNPacEnEk9uyO1ihSPU11h8c0dcu+1zE1sTIR7KyZZPIpxTHtqJAjBkXoC7I13XLuNPUM1LQV/a6mQcoPcDVS9PPuOxTR3E558ZtFXvx6iX5HB0dl8oo4Ety+7HHm0S75isKQ8NxvFNlacTl0csjcMZ9yTSe0GiYUygNm5kNuXnRB6Gj3fsdgbDKiNBYja/qC06qbzB4O2H/U17kiQlP/6puSTsMiX0yw3VRrDgT0O5JeR9uDg6EkV4pwvYTzr+TZ2bD4iV+oUyzHHD7V59i9GRYueog0JlvUZM6r72QYdA3GZ0KU0oVbYSxm5aZLa9vAHOG/DxwPUAoKlZhcKWZzSduXN5Ysbl2yaTcEZx/r8cmfbZIraV1PFMCBE1qsyEgC0GtJTFtRrimcbJelW8cY9lfJlzrEQ8XOZpGtZZvGpsK0U1o7JsUxbU9OFSQj2JdhwtlHe6NzQCJHM+s4YpRI20OIhMtvZUEI4kAwHGSQMiIO4cQDglI1YtBNSKKUz/5SF5C88u0an/7ZPIYJ9c2IxasmvXYOIWwyBY/ZYyHSjPAHMWEAKwsO/e4oFVOkNDZTDt0zIAqEDpi74TJzMMAwdYdjc9mltWPT3Enwe02GHaUdS9cEcWBy38dalMdjpNQ724VLGV57bpyVmyMHQqIwLZPqTIV8Kcew12fQ3Sab7fDatwKyRZPKhNYx1Nc2scw2hZLi8qsXqNYuMXviKAfu/zuUJub55F9/iq//029z491FhoMAx7PptwekacrkfI3xUaLnLuDKy3m0dzpkixmcjIPfb+JleuTyIUkQEocptRlBkhrYbpFcKYtlmzgZm4X3FrnxdpMTZ2Hlpk+vFWO7Bl/+O9MsXhnw7vNNLr0qQPSYO5qSJhHbqymrty0M08J2TEDQbfRwsg6f/KWnWLy0zIUXz/OJLy+SJCkbSw5KSQ6e6OJ42jZdqsLskZBM3iJTKPKjbx3kvRcuUZkq43gW2WKWYBAQ+TGD3hA34xL6IaGvkfirjd6ok8SooNcj4V2Th5CaikqaoFTKsC/ZWrEY9IyRPT3FchSkYvR7SZp86PL+oWU5JrEfM3diH4ahNVCt7Q4vf+0NLMfkyZ969I/4n38y66MC48/xsmxzJJBL/1AHA/TBudv2DXzttU75wwAp00oxTW3RdLwPdzdAax4MQ3vATfvHeSJDED8+TO4PvOLRz7s+SE2GNC2Nf27u6MPNMHVXYzcxNYnF3mvXQWrokzDhQ2pp21HEQnMZ3Kzi5AN9hNDPMTYRcv8zFp0di+VbDu2mZGw84cQDfTqNgG5LOzosSz9ut2WyvWbjeHDkzJCZ+ZBsPkYKg2F/BLgy0z3XgzS0ewW0sEo7XoT+XCOIAj3bNy3wB2JPyGqYivaODn7bdzigNBaTySU0tixe+maJ0Bc8+7Mt/L4gV1RMznWY3BeTySsMQxcC5qgjkyskzB0KGfR1l6UyEVMZj7AcTQBdvuEwHGjHQKtuYvcV2ZwiBWrTEfmyzv7YPSaE0IJcgR6vDPqSKQfKtYTi2JBbl13e+n6eZ/9KA8MUfOzzLbxcwtV3srSbJu0dE39oMHsk4OCJIfUti/q6xfpthySCKJY4Tkq5Fu8VjE98rsXpR/psrpjcupTlxW+U6DR0SNuTX9Rjom7TJJNXTO0PMC3o9wS5wt3vQosJBa7nk8tto5KATE7hVIeE/jL5osVTX0zxsik//FqJrVVdWKkEBn0tMn7w2S4Pf7qLUlJ3u4SiUI7Z2XCJQkVlIubi61muvuuN3DAQhwPyJR2W19oRzB4KINWAMNsOSaI1Dh5p0G4Wefn3C9w8n+APBUJI4lgiRMRjPzHg0Emf914u0NjS561p6V1qOJRYluLm+xne/GGed36UwzS0gK/fkdy65OEPDVwvJZePdVjgUCIA29Namstve0zOhRgGDAcO7VYFvxeBCEjiBMu2GJ+rkStmCYMIvx+Rm8zSa7XptwocuKdImqbsrKyBatNuGPS6WTp1ize+lzA59x633/ifOfrk/5v9J/bxs//9l/jGP/8uz//6K6g0pVDVUeG12SqGIQmGIWsLmwx7Aybmaty5tMyR+w9Sm7FYvrKDY6eUawGRnxDHBqbRJ+ho7LdhJoCJ7VhIQ/LGd9Z557keq4tLxJG+Jlanbe7/eAnHhcc+0+TIqR7BMACh00oXr7v84KtFOi175JSTWLbF7LFp/s3/8z9jylXGJoY0t0uYVsDOurbDTR0Y7CHjS2MBq7fKnH/zCAsXtGYkW8yQpnq8ka/kqM1VuH1hiWF3oK/BSo24OLqbEQXRh6/du5qSEXGW0QYlCuXdcUeqiblhYGDZKVHwxws3/X7A5Pz4h56nPF4kiRLe/f5Fzn3izJ6l909jfVRg/DlecydmyJYytHe6lGqFD/1dmqZkixnCIEIIwXsv5ZiZ18juJP5AOiQwMRcysS9kfdliai7ULICu7rNJKeg0DKYPBGQK6kMHp36iBNIhwjr7x79g86AWiKoeYAAan6uUwDBjalNSz6rHQxpbFtMHtBituW0xdSBEypRB1yRX0PN/lY5KldHu1XbAtFNsbzcDRGPGhYB8KWD+RECnJZFAr2uwuWLz9vP6c/vY5zsUyhrHHQWSFEGnLbBMmD0ckMkrCmWtp0gSge1oHcHaok0cQb6U0G1qvsPYpOYzJLGgMhFhWXq3mCpdvKSAlII4Srn+XpaNZZtj9/WxPiAGrU5GtMyUi6/nuOfhPkkiuOeBIb22xLT1DQ8BSaiTOB1PX7BsV48OmtsG3gBcT0eNX3/Po123tDajBVsrenxy5IzuSGULOkjt1W8XqU7EBL6k2zLZXLIRhu5GmGZKsRKNdkzaynvjYoZnfqpFrqStwl/85TrH7h1w9T2Py2/kOHrvANdTXH8/owu/TIrlpwgDKrmYZ77SYGY+wvYUk7OB/m4zuoN1+FTA7OGAF363CAgmZkN21nSWRqoUpTG9q1OxQRJpQeoeBwADk5Sx8Q0sO9ZWTgW2G5HJpQgcPvaFHtMHA7776yW2VrSltjoZce8TPX7ybzeQUnez4hi2Vm2aWwb+wGJnXfLW83kuv5UjVTooT6Dx0ipJyZcMxqe7DHqKjSWPo/dGpOTZWvMpVge0thTX37OZOxwzf7KN68V0WhbnX8rynf9k8vjnQBoR/a6L7ShCXxe0Xj7h2LkBvZbBOz/KE/qSXCnBNFM2tiz8oUGhDHGUEMdaCCxFiu3qzotKtP331mXNPpFCYGd8VKRwXBsv7+lu6GhXa1oGtdkqueI0a0tLGEYXoer02hHhoMPyTYdexyJNDeIw4eb7km/8uyqPfmqJzNjvc+yxX2Z8rsZX/t7n2F6tkyo9FjFG6vL6epOF926zs9KgNFmi2x7Q7/S49PKbjE0MNJI/DOi1Ivo9h8g36DTAcmLWb22xufRDihMHmZgbJwoi3n2hwcRMysScxM26xJFiZy3ka7+yxolzmzz09A71rSzLNxwMy8bLJRw9M6BQinjuN4s4uWka6y1aW21a2x2Wr61hmjGWI4hjHd4W9kJWb5tsrmTZdyhkYiaiPKF0gnJ0Accu0t4ps7W0gzQk7e02zc020tSbKpWmuBlnL3AyiRKiICRV6Z7FfLeTIYQmAydJgjkiw+1utAxD/9BJyVpcHUV/vPU0GPxhIBpAebLE8tVVlq+tceLhI3/8tfy/0vqowPhzvKozY5x56iSv/t5bkKYURzCbMIjYuL3F8UeOcPHFq3QbPb7/WxUe+niHqQMBKpGoRI34B7rYeODjXb7xb8fYXrP2drhCCkJfx4xniykHT8LBU+W71Kx0CMkymAfAvvePfb1CFkjtJyD5jyDCUVsvJR5ob3q2FFOsWhy7b8Br3y2ytWYxNhlR3zLZWrUoVfVIYGJOA6N2XTC7IWW7yV6WrbsJKta/Vqk+CQ1Dt+hbOwbjMxEbSzYrCxaf/6WGfs87xl6rOY7ggWd6OkOlYVAcS/EHOpHU8XRnpVyLGZuINKgqEqzcckcEUoVpQqkaUapGWnTppiQRhD64LiAUlgvX3suQzScj98TuB6V/XRiLWbnhjiyqIbXJiFQoTEMXOHuwsVBoUZfQ36VOABVEkeTyWzr1dGI2IpMLRl+dQBq6WAp8Hd6mEsGpB/tcfzfDyoJLbV8AqR6paDS55MiZAQ9+okexEkMKM4dsrr2bwR9IyrVYF2ghTM6FmLbiztUM+VLM5beyDLoGB477FMcSghHDYf2OzcLFLB/7/Br5ki6QQr25xB8Iem1JoRTzzJdb3LnujooHfRENfEmva9BetFGJpqpmcqOwtkSAMJEyxPViSAVRZIy6cookTilUfFo7JqcfCjn1YJ9eRxeeXi7BHxrYNihl0Nhy+PZ/GuO153IEvmDm4AC/p+g0LCxbYNuCMEgJfU13TdOEfDnEMBJuX3VxPUVpLODWRU1YG3Q9CpWAz/z8KpNzwV7ncGoODhxtU9+wCIaSmxccjpwZYDvpqPulcJyUQV+SL8f02waGpdkspq3otowR4dVBqRE7wtCCWcTIofMB1ogEDMukUMnRaw4wLYOP/dQjqCih39ZFZ66cJV/JcefyMmF8hETdBBr02x1Wbpn02gbZYoxlhfQ6gmwhZdizeOVbLnb2JY499sus3lznvR9eZGelwdrCJosXl5g7MUuhkuPamzfpNnqUJ4uceuIIB080qdS6JP4ihhzg5jz63Zil6xWuv2dy84K+CSeJiZUmqLjP5u0VdlabDLs+2ZLH3IkZhFqDFEzTYXK/i99vMXdoCz/waDUKKNXCFOAPTFZvZ9l3sMvBEztce79It9GjU+/yr/7H/8jNdxYhjXj9OwbS7OowwNHwoToVM70/1MfLwCBJDM480ubIqS4/+J0+l94cY2p+guJ4geZ6g27DBwGWLchXXIJBQhIlBCrVyHUhMC09Tk0SBanWiBkSvBz02lonlMnpjCAN70tH9M9U6+X+qLnIB1YcJz/2z/X4OCX5I/7+T2p9VGD8OV9P/5XHAbjwo8ssXlxGSBBSMjk/zrN/7UmWrqzwz/7+v2Vzpck/+X/M8N/8j2ua6Gjv+qT14xy/r0+vLXnxG0VuXfb2ch8sO0UYHitL9zJ9vIbjrkFyY/TsFljHEN5PIWT5/9DrFe4zpOGbEC0AOQyjh+Vo10E2n3LkbJ8k1m38N39YZPmGi0pg+brDE59rc/KBgU4q/QOU0F0Nxq7WQTsBdgEz+t8qpfHX2eIoQMtJeegTXfIlHUDmeLrNnismCKlb26nS4WtSpvQ7BpUJLWDcRYgfPTvkzg2Xt5/Pc+09DxA0tywe+kSHQ8d9HHd0QZcQpxDHAtvVgJ1goMmWXlbrO3YJoLvFkmnq52jumBQrmqlhGmIkUEUDNUZponGiH9eyFZmCIo51K7Xf1Vknj3+2zcx8gOvpC1euqIualQUbx1OYUzFjUxGf/aU63/9qmY07NvUNi0FXY43v+1iPT/5sAym1RkHKlInZkLGJiGIlwbKhOJYQBro6KsV69r941aPXNinXdgWT7P1cmwkZmwx1rkk51O/Z0sm6USjotXVireNpLLzrKfKliOaOyYUf5njl2wWiUNvxJmZDHnimy/Fz/dHxECClYjetzpZKZ7koXXQGQ4ntJLiZGDcD1em732sSR6jEJBhIvvYvq9y8kOfEAwYT05vMn+xgWim9lkFz26JVtzFNxdodi407DnGki5Ru22ByNuHE/RGTcwohYrysjyClPB7gZRTbGw71loE/EEiZMrk/5NzHelx+K8Owa5LNa2Kp68UjpLZk5baz1405dNJnY8UmX9bjHdPUBFEwMIwU203J5qG5vTsq1SeGaY9GpSpFxZApZhh0BkRBRGWiRPED3dBh3yeTj3jqi3W+9atN+t0MnWZEvxtQHAtHomWBSiTVSZ/qdJ+l6y6bi1u8+tV/xLU3r9HaMZmYO4Tf89lc2mFrqY7paHFzba5KbV+Fmbl3mNt/B9O2SGIPkbaZPeKTycY88myGC28U+Yd/T2tHyrtxJwI8KWhuRbS3O+w/uQ9hzUJsQLIJ9CGFQyc7eFlFuzGB40mEbBOPwF9pqgMT49Cnsd4gDGIyBZcbb9+iudVCxSk/+kaO8ekQ21UcPj2gOqmYP+6Toke5mysuja0coR9RrPR56gtNdjby+IM+KuqRxIG+949ygyyzSSQlw8AkSdQo20ZiOzZhGGFKRpZuHbCXryQEQ0GSaI1SoRxx55qnqcBCc3TiaHeH9X9uDbs+jmdTGrFA/rTWRwXGn/NlOxaf+qWnOffsGZaurBKHMcVagfnTc9iOxfypOc4+fQ/f+OfPce3NBf7NP9zhwaducfxcg7nDPl4uTxhVWL1j0/f3cejBOY4/2qC+ts2gE5KrTDN7cpJMZY6Fazk6/pCot4NhmpSnZjHtKaSfktLEzWZwPAcAldRJ4z7Dfp44kZiWiZdzkYZOTMU+B8IG1cIymxhxC7/fQCUBXjbixP195u8ZsHLTY2PZJvIFmVxMp6U97KR6l6uUphnqSPW76mmlRu3D9G4RJYSeWaaJoF2XmCYcv2/AoG/g5RSGqcWU2hkS6TAtE0q1iFwp1rNeKfYslQCGBQdP+rie0myIUFCqhswdDeg1DNqJQKUw7OmOQm06YtATxKFmXWRyCTsbFplcMnKfjB47vauVcV19g1VKEIZgO4IkGRVAKXtZHULoC5Vh6rZ6eSJkY8nCHwguvZHhzlWbybmImYMBtqtobFjUN20sR3czohDmDgf81N/a4vtfLXL+lQKZpsHckYCnv9yiXTfpdw2C4UiRnk04fGqI7d4VpTleShwqipWI6kTI5Xcyo9emRbH5YoI0dDfozKN9Dt3jMxzIvUIRNDE0GEoGXcHh0xE76xbShO11E9dNeP+VEqu3HCoTEfsOBqMsEovv/NoY7YbJw8+297REaXK3yDRNfUwUygnDvkJIgTXS+bR3HIRU2I4WuUaqwp2FCo3tHGc/5nL/E9dI0yFbKyZJpLsV9z3ZJVdI2Fm3cDIKFQuWbmqXUr6UMHMwoddxSGJJbWoA6M5grqi7OMHQ0Oh3AKHHR3EsqE7HZIsK09SZKEIKwqEW8e07GNDcNrl12cPNKvy+ye0rJsKwiSIbU0kGvQildJDa3bGRHh9aNliOwh9KUqk5N5mCh2mZrC9sYBgGhbHc6DPpUl9r8NlfHHLygSZ3rkzz7gtdmtujlyz1+eT3JYVKRHVSs1ae/GKd6f0xKv4tjp5OEUg2ly+zszxLJp/HH4R0G10KY1lMQ0F0hfGJBdZumxQqfWbmh1iWT5qkQAJqhTRJyRWz+EON13YzWqOVRl0Mo4hhG6hEIYRNap3WXVXVAlKKY4tAQ1u+cw62ZxP5EXEYYxiSxWsWq7dsEAm2Y2FIg26zj+VYhCqktW0yMRsw7Bss33Q48UCdXDEhDKDbtFhZcFCJIlU62+fQ6ZB7HvB56ffrhL5m3+yez5o3ovCyEZaNFlpiEEfg5hykH5OqhDhKiQIDpXRH1XYTHDdh36EAaaT02hH1TRMp9YYIYRAM9Nj5v7QczyYYhjievfdnKlFs3tnm6IOHmD70pxuA9lGB8RdkVacrVKcrH/qzraVt3v3BRa6+cZM4ipk9Os3n/uYnOfv0SSzX4MoL/4J3f/0FNhfbIGKmDyxy6mGfQ6dCui3JxddNfvDVMi/8po1KIIokw64k8A2EhEwuJVdMyRUlbs6hUN3Hkz85x+mHruBal/F7A1o7gnderPLGC4eZ3u/w2Gcizjx0Xd8AzGNgHgcMpLlBRrwKWT0jdEYulsl9Q66+o9has7BdHcWdL8Xk8opsQe94d3ULu1qMXSHrngBUwtptm/OvaNqmxpJrW+S9T/QYmwjJl3Q4lZR6vJJEmtugH1+LUKMgGrlQJJm83hEbph69TM6FTM6FqERDvgSCwVCyesvl2jsZ7lx3qU5FPPOVFrarKFYS+h2dXfLOj/Lcue4iBLieojoVUSjHdFsm2WLC4bMDug1tVWw3ddy6YUiyBS2QzeZ1lyVREIcKyxQUqzH7j2g9zdaqw53rLhtLDlurGmVdnYqYORRgOopO3cTNKBxXi1GHfYPVWx63L3uEviQKYem6LhxtN2VyNiRXUmTzMWMTujOx26VJFeRKutr4pf9+k1/7/05w/f0MuVFuR7uhb7C1mYgjZ4b0u5Io1KOpXVZIMNBdhpmDEUs3XDoNg17L4Df+6RQHTwxp7ZgcOTvQ/n8DMl5KrhDS2DJ576Ucpx/q4WVi4lBTVC1nxH0ZHRzS0Ddzw9Q25F5bj08GXQt/6JAvRYxNNjEIeOZLmjnguAE33/fo93Q34MT9AwwjpdvSsLjb11w6dZNcKeHgPb7maAwkY+M9pKEFvUoZVKdCLCtlc8VAoEcYShm4GV2cdTsaG3/uyT5vfC+zN+4aDgW2vdthERw+NURK6IcSI2djOYLNlQi3o2meKhEEgaDb0ieHHGUDWbbWz6g4xc0kpGmIP4CpQ5OcfeYe1m5usnipORpZZnjsSye478nXMM0an/7FCl5um6//y/pIqGyQySc88dkWZx7r4+ViylV9TK7eslm742A6WcJhn+pkn6c+t8ir3z8DWCycj/AHdeJhnQeeGpArgOUIpvf3CIYw7JmYtiKLLjKK5W3OPSWpb2RpN3z2HfQ5fHpAtmBiOkPe/CEs3dgGjugoO1EAQ3diUhlg2hcZ1nuEfoiKFWrk3FCJYmvVQikDL5dDxSkq1W6wTN7ToYp+xMKlHFNzPvUNCy+jOxcrCx6bKx7DnsC0dSEoDYPINxmb7OH3bVKlNwEfzFGKI0lxLOCTP9tg0BNcfjNLHAmG/YDKuCBVIWu3HdJRN9ayJAfvSRj2Q3KFhI1le28DFQUaqidlipdTe2iBH7sEnHzkKGsLGzieTaaQIRyG9Fp9pg9N8IlfeOJPPcL9owLjL+haub7G7/zjb7G9UqdUK+J6Dq2tDt/+1z/g1oXb1Kov89rvXydNIgoVXWIvXHS5c93mwY93WL7h8s4LGupiWKPsjIHYu0AbIqXfRosOLSiP++w/8g6ueJ7NBYXrgZSKbD7imS/1mD20xa/+z7OsLeRYejbP539xHSdzGZI6CA/ULUg7QPyBd6HPzFxJn1TSSJmcjcgWdJKmvLv5u6tf4O6NbvcvFy65/P5/GKO9Y1Ksxjieorlt4l+UHDo1ZOagdiPs7jJMUxcubkaNkmD1DjjwNcQmV1JIAdFoR+Jm7ga7CaHD3OJYYEh498UcN97PYBhw7L4Bhpnqsc8oDvzauxmiEK2FcFLCQNDYNvE8xdT+kJMPanrp2GTMS79fZHnBYf/RgAef7uh4b+1g04mnEmwXJuYSyn5CryP54dcq3LrkMTYZMTahCAbw2nMFbl1y+cIv7zA1FzE+HZHNK0IfLr6RxbIhk1ccOO6zsWTRrlv86Oslzj3Z5f77emRyWtDpeDqKfjcldncUZY6+i0JFcezcgFuXXYrlGMs2WL9jE8eCw6cHuBnF5orF3JFgr8uglC4IEIpW3eLm+xn2HfZp7pgolXL1XU0ZHd8XUarGI3CcICWlVItZvOpy+6pHudbdG7nsFi76+xUIM9XjJ0PrVToNU4PLdkymDwR7gXVxnBAMJEdO94hDQSavSJE4nmZO+AN9B5A5/Xg6H0fQ2jYplGOiIMUe03k0O2sWYxMRXk7hDwWNDVsXOUaKbSukobtySQhOSXHfkxHLNxKWb7oUx3TeznAg2FyxyeQUH/t8m40lj05D0dwRHL9viG07NLYkwUCD1FSSjnQnAsPQMfc6ARcMU+tw/EGA46YcPTfLz/z9L9LZvkln8zKWuUVhfJpcKQ/DAcgpHM/gk78wSeTf4Dv/PmJyf8Bjn24zdSAkCjTYKVeMSWLB9HxItzWgsSMIhwlrix5zRwbMH79Bp5GhOZGwvijotEzK1Q7CiBmfGWUcMdKImaMvDTAtxfzxNtm84ti9XQqVGH9gMhiWEAQ89HSTuYNt2v3DqPSuED1NU669YzL1hTFKY21WFoKRBkkSRzGmlTLseag0T76SJwoiIl//sDwTN+sSBdrltLyQBxXx3ksFjt03ZOWW5nqYtiJTzOB3hxiGgZdPCf2UKNQbEGmKkf1U//7kAwOe/vI2xbGEnTWLJILNZYdeR5Nu65s2uaIeBdX22RQqJeaP3+TCKym3rjj0WhrFb1kppp0QDAReRuHlUlb+CwVGYSzH3/lHv8zOSpP3X7hEp94lW8zw4Gfv48yTJ/dQ6X+a66MC4y/gSuKE7//HF2mst5g/tR8p9RU/X8kR+iHN5e9y680VsrmIQiXULAe03Wpnw+Sb/66KZSvcrJ7n91qGvoCM/KCWrUOagqEcCS1TVAoPPtOiVI24fTmDZUum5xPC0MW2Bxw90+fjP9Xm+d/Lc+E1l7kjRR78uAK1NKoGdufHFjo/AnYvLmOTEau3HLxMQiYf74lTdQDXBwiZH1jGSF0dhYIffLVMv2Ow/7i/F7KWK8YcPDlEKcHOusnEvngUwMXoAvyB7gi6aLGslNAXe90VAMfRN8bdHaKUmmDZ2DZo1U26DZPJ2RAvqwmYhpES+pKbFzK8/2qGIJCceazPxrJNY8PSMfNSd0/2Hx9y4oE+i1c8SrWQnXU950coHv5kqm9I8d0guSTUPzseRBG88f08KwuazupkFLaTEuegPB6zfNPlh18r85N/a5tsQUeyX3/fo7Fpse9wgG2rEZUzwTBT2jsmtemIYiUiifWuavd5d5kiwwG4Oo4FpWD1lkO+lFCu6YyZyf0hhbIWiMaR1hSIkUht0NW7sF3hqmlp7kl1RqfFri06nLh/yLV3M7R2TN78QZ7xfRHZQsL4TERtKkIa6UiUq20d3YbJ2h2LTsNEGlAai6lNR5RrdzU8xbGYXFEny2ZyMfmyzjkBLeDs1E36HUmumLDvkM+tK1lKVT1G6bUFpqWdO2OTEaZtj7ghEsPQAYITszGmmVKZiDDtlCDQVvDJuYjV2/ZeIdzvQnVSUKrGWK4gXxZ84md83nnB4PZlh27TxHJS5k+EHD075OjZkDjUmUELFxPmj8f85N/u8Zv/tEJrx8TxtJsmHehC37D0cadF3QLTEiAMnAzUphMe/XSIEf8mZe8FyrO3tYAbE7o5SGN9YpgHATj1sMW1N2OKYyFT+0M6DZMkFhQqMWGgM32KFcX4viFbq9rNEkcG7bpgfKrFxlIB00owTMGgq0cAE7NDsrmQYV9TRm03xXG1GwgibDehXAvw8ibl8YiddY/tdQd/EJLEChU7zB0d0Ln0be7ceIaJ/eOEfkh9vUmmUODa+0c5df9FTj0KzW2TKJS4GR/X9XnrBQdhjHP26Xu49Mo1OmGskeVBhGkZmJaOcbcci9AXLFwucPx+XyeihjGmZZJEMU7GAWIcz2B9KYNpQa5oAinDQULkg+0kPPG5OrajuH3ZwTANxvfpzyqODSZnB7z5wwLtepm541W8nIeQgkP3hAgx5Pr7Nfpdnca6m8hbqibMHx9y7fwfYS8VYNompmWytbTDQz9xjnPPntbvzzb3XD1/FuujAuMv4Fq6usrKjXUm58f3iovdZbs26WCLYBAzMROPrFAauJSixX/baxYTs/pmsLNujyyWQKpzI5QaxU1/gKtx5J4exbGI1rZJNp/QbkrCQGLZas+7fe5jLb77m5NEocf7r41x7sltDNFFdy1G80ORGRUcfUArmr2Mjk9XidDx7llFmqDbjvLD3Ys9xsfIiXHrssfWms3MgWBX76d1G2MJE7MRG8sWaeJQnYrvCkTF3e4I6GIlUSDNlIw70nUIXYQIAdFAv2Q3M7rZK7As7dI5cmbA8kKGJLHYWtW/n54PuX4+w8aSS2VS0GlAc9PCzSR4uYRUSYZ9wZW3s2RyiuUbLoWKTkqcPewzfTAkm1N0WpIkkYg0pdcxMC1djCVximEKMlk4fGpAiiaf7mpKACZnQ9YWHVo7FtPzerTjDwwqE1pMqlKBm1HkSymdpsGx+/uUxyMCX2gyaaoLll1BapqAN3r/Ny+6vPLtIuu3HcJAEPiSdt2k1zGpTmnr8bCvO1+V8VDDzFoGmUKiKaJoMVy+pHHi772UY2fdpFBK6LWMkdVa7EWft3ZMWjsmh09p2qrjadHurUseUaThcipJ2ViyaWxanHywT7GS7Inu9Y0gxqzqwicYanxzHEGitMvDH+iRVL4Y3u2GKP0LIUElBmlqoRKdbjroS77/W2M43g7zx/U4o9syCAOX6QN95k8MKVRi1u/YdFsGjpliO7pb123lSDHIFVI+/XM+9Y227hxaBo6bYtshtptSrpqs3NKOp0xBA+RAMn0AUqVHYa2Gx6CrGR7tutYPlWsCIW0GXYWXNXjmpzzuffhlGJqQNAATxDSICFQX0j7J8D1u3xhw7W2f9cUBSsXsP+qztWrRa+uDShopxbEYZ9QNyhYSCpVEj2lISZRAoLhzJSJTiCiOSbZXBRdftzlyNkYlKf4ADFOSyaWkqT26BhiUx8fodXrItk+3lWV7zaHX1oVAEifaEtrUjpD3Xr2BSlNyxQynnjhOeaLES789IFt6kunZW4xNNnShH1bZWt+PMGL8/gDL09799k6XwI/wB+EeYE0aEtMyEMJmfalGYztk9nCXpesmUlrkyjm8rMC1N1i4aHL9vIdhCExbEgcxAn19OHbfkHIt5s415+4Yd/TDdvWI9PCpIedfLYMQROGQONim2+iRL0I2ryhVApJEnwNuJsX1YpyMTin+sSvVWo8wiHjld97koZ84h5RyTy/3Z7k+KjD+Aq7OTpckSnAzP/4A8gf6AoXY9XfuOTwJffGhzoBSOjY9Hf2j3Zvw3sx9dI/J5nUxEIWapEiquwe7XQh/aJItRGRyMYYh6DQzDKP7yLk9UM3Rg9dA5vT/SVqQNoABICiUBcFQMRzox9utm3YDw3bX7rwzRe/u2w1DB79ad7sOnaZJHOoLvmFoXcega4yomCORpbhbuEgJhsueanv3eZXS45MwkCPXgybjmWbK+pLDsC+Z3B/SbWsXyPi+kHwxITsbolTKyoJFa8em3TI+pOvYJYn2WibdlkmmoHfYw55kck5RqcWYtqb6IQTBQGI56eiGn+rX5GsdxrmnIhavurTq1p6NLRmByKI1SadpMnNQUzYdT+FlFXeuuvQ7+nMzRhjiYkXrBQY9k0xOx9HvFli7j2kYsHjV4eu/WtXo9KkQL6szPZZu2PgDTVDNlWL2HfSZPhCQjkRsYVFBgwAAANnRSURBVCiIGyaOl+Bm9XHZrhv84LfLrC3a5EoJa4sOUurPV6VixDdJiCPB1oqtd3NjMeVaTHPb0tZOT2O/DUuzPoARuySkUEmIRvNrUpCOfr9eNiGJ05GDRofF1WYibFsxdzTVFEUjxfEUjqeIQz2SSJUu2LN5xfodh5WbNtffyzA5qwXD/sAFYZDEFpYdMj4TUZ2K8Pv6+BECmtsOzR2HSs2nVBNk8g6m2dPiXnvkxJEKKVJmDvtEEWytmMwfH3D9/TzdlkO+vHuSRuSLCaQa+JbJ69fqZCRJFLPvsMXDny5w7P4uW3c2mdhf1jP4PUeYCdIkiWNe+VbIi99YQsUOcWLg921yBcWgL/agbK6XkC8mtLYNQl/qG5+n6DRAGopcPmbt9l2KajafEFRiFJq5Up2MRuMpEzEizOoT0cF0DzJ1OGFjcZNbFw1a211UqkbYbQsv5xEFinJ1SC4fcN8zp/jYTz9KqVbgxa++SmOjxfNfhWCYozTmUJ3Ok6/uw8tVGN+/Tau+wPsvXKG52SZVOiMkCuLRqMZACIE/0Mdr4Gd4/42zPP2FVc4+2SUOfAbdDUI/ZeGyy3O/XqXTMEiSkF4rxDB1MV0ck+w/FmsdjEiRQmJaYqTREViuQa9jkS/GNLdiMvkG2VwXw/BZWbDIlTS5uFiNcTO6I+UPdG5SMNSwtT9qhX5EHMVcfeMGb3zrXc1sUUpvMIVgbLrMgVOzWLb1Rz7Gn8T6qMD4C7hM29Q79WQ02/0Dy7B09Ut6t+Ldvf1KY7fk0H+ye7P94L8Tf+D/pEC8S9UUilTJPcvo7r82TEUS667G7gzYdMogx9C7FE/nmuz2rs0JYAJUHeQ0CHDkAonaxrLiP/S6PvgC1UiPEAUjF4G66ypp7ZhcfjPL7GEf6JOqdE/YGUdo/kF6t4DZ+wzgQx2O3RGNaTLSLwgGPc2YiEJJdSpi0JNceDVLrhhzz0N9bDelvmXSbhgUyprvsLXm8KNvFHX4WCj0579ruTW01z0ONZLcMLXAL4l1R0nTQ7UGwTBHsfCp7iwJBI1Ng8m5mJmDuo2djt6IKUf/VtwtvMyRWPXK2xnqmzqaPom1A0aHmunOlWVpFokQ2sWji6FUax2A53+3xNINB8NMaWyZlKox1amI+RP+KPE15KkvN7jxXoYXv1nkwDEfy0qxPYWTSfT7CCTNtsGlNzJsrdpIQ5NI+x2TfCWm17Lod4TOhRm5aMJQsLFk8eQX6lw77+K4cOzegQ56irUwtziWkC8lXHg1y8Ydi1OPDMiXdMfBH+rPQ0hw3JjGlk0UmpplUov33qOUukPiZBKm8opOw9jLsxEC8uUYpQR3bjikQGvHYP2Ox9zRgDgSCBEjpAKyQISUMU5GEMcmNy7OcvmtCtP716hOxGRzfW23NfQoaTjQCHPbkbQaLjsbCZXxiEd/osP2epHVW0V9bKQgsEAkpKlFriQ4djZk+aZJr6N44CmffClkZ11x/e0Gl19ROJ7D7JEeH/tiln0f5CwJi9ZWSGtHUhlPyBYSlm5oKzYixbQ0En3uiE8cQxTpylxIPUY1pCBNBaal0dgLl7KoVBJHFlGQUq4pnv3pJuNTCtsF240Z9n2SWNJtCeIog+XYlMY3cYtfZv+JizS21thZ7eF5jtYhWAoh+hiWRBom/W7E9bdv8cW/+xMEw4C3nnuf9dtbFCo5HM+h0zDYWu7i5m5z7EEDN5Pw1JckmcxF0qTPpTdyXHnboRsJTFvgZUOGg5ByVXDswUkO3vsIZ58wmTs8h2Uuc+PtBdaW8mys7KfV3Mf9nylTX21y4fm3UUrbW00zJVUJg87ouoo+9/KlACFSlDI1+dfSxUK7njI528ZxddewvmmTpuEo8kDb6W03wTQF0kxZvuGMNnQ/fqUqJVEp6wtbfP1XvsPW0g69tg47m9o/TqaYYebwJJ/+G88wfWjyj3yc/9rrowLjL+CaPT5NoZansdGiOvNhZ0mapph2gSRuEicSS47AKqPKwbS09kJIjTw2zXRvh5KOsMeWrRCG7lDsjhJWb3kEQ4N8SbG9ZmHZekes5ygprpdw4fUiSpl6pHJvDteTEJla8Y0LaX/0690XG6N1GSmY90IaIY0mEH+o0PnQGllR3Wyqc0lmArIFTdnMlxW3r7jEkU4r1ZkTisp4jGXrgC+V3o1R/7EPL3Y/R/YQ5buAK9tNGfa0fS4cCsZnInpdQ3vmFTQ3TXpdg+aWZm4IkTIxGzNzIOX6e4J206AyHqMSQehLZg76GIYOu7r3sR7rdsrOmoXjJQz7uuPSrhuYTjrSyAiSWHcXlKPI5FO21809INCgZ+59180ti8p4xMx8sFc0bS6bvPujAnNHfUB/f7tF1caizezBkNnDCSrR44nAl0SBprEKA66/6/HiN0oA2COmSGvbYnPZZv6ET20q5Oo7GZauOyxe9aiMh0z83ZCxg+GocyRGlltFmkrefy2nNR4GDLraspdxIXITkkR/3t2mdjTlCgmlaszJhwb83r+q0doxCX3B/qMB2ZKiYCQEvuTG+x4XXs8xd9hn/mSAlJotYI5cLFJAGEKvbeB4ERNjOpSl2zRI8iNaqg3+UI8rwkBimCn5coIhI7ptyflXMrz1/TydlsXlt7Is38xw8sE+j32qRWUqxjBHnUORBTmLYfgUxsvc/+w89z/1wqijVwEyQJtccYBtC3pdC5UI6hsO60tZVOIzNhFQm0p458UM2YIgX47JZEMm9gUYZsKgFxGGY2ytWmytRoxNwuI1ydotG8tJmTsaMnnAZ2PR5Qe/7fLC78G5pwIe/QmLY+c0m6WxGZErOmQLHsgycazod4cs38wwf2LA+qIOs0tTLRwdm4ypTsb6+mEnHD3bJwwE772U584NzdgZdE1KNU2SddyEOIG1RY9OXYPEktgmDD2SGBy3x9Z6lcOPfw7T6uJlrmGY4GW01dQf6Gp/fF9Ae8dkezkELqCG3+Taa4rtlW3y5RyOa+/ZM92cQ2eny/rNSzz5udvMHRky6EYYlsfh013OPt7lrR9kuXPdxvYk47NQrgn+zv8UUiy/os8jadDaClBxj1MPu0zOK25eGSeJbbL5DHGUcOOtS+TLkmDQZ9BNWLiU4dxTbYpj2m1j2aOOrBGRqohsUfHDr43R2rbodxMqSaTzb5o2S9dtgqFEGga1qQjTShn0JHeuOazc2o1q+COvjPp5pNBZKEFEcUxbhvudATNHp1i+tsbv/pNv83P/w1f+1ASfHxUYfwFXoZLn/k+e4Ye/9jJSCkoTJaQURGHM5uIW+fJp5o6+xfINqM34ZHJ6rqCDdBxOPthnZ81i5baDaaZM7AvIlwzadUvDqryEQ6eHFCuJJjIuaVz2jQsOZx7tUZ3SinWUvuBUJ8LRxV2SyTYZn4oZqy7wzX9pEfqSg/fA4dNtsrndgiIzmv92tCZDVhDu06TWLHZ0nTTx/4tub5VqsqJpMnJi9HnzBwVaDT0WyZdj+j3J+VeyPPbpDrXpCC+r4693uxL/pRVHurjqNrUeoFTTQj7bhkBqgmiuqBj2JDMHAgwDbl1xcDPgZRLmTwwwTNhetRn2YGyijyE9LUaU+qZlWbpjsXzDIV+Oue+pLpN3bL77mxXWbjssXHK558EBbjbZ28mbFns8inSEvV6+aRP4ug0L+u+bm1qF/vhn27gZrTUwLTj7eJ/tNYcb77vUpuORdkFjiBubFt12H9PUF0XTSrB9PY7xsikrCzbf+Hd6NOJlFZlszJEzPm5W0d4xWF+yKZRg4aKHYevHPfdUwM0LGW5fdqlNRyC0fXL2SMjEbIRSsLVqMTYZo1KxRyxNEsn+oz5HTg+0ZXok7hQIPFeRLyVsr9m893KO175bwDIhV9Zjj2xBt5bdrCKT03Hxpq1IlSCK7ibJaqFhjJtNdBHhwfqiRZoKne3Sl4Ci1zZo7djaoeNLzr+c4Z0f5fAHktq+gMqE1vacf9lje9XgK3+zwfhMTBhZxFFEFK1hmCW88ixGdH7EbvBGHTwTlINkCSejSIlpbBUIQ8nkPp/yeECpOmRrzSFNQ/Yf61OqRFx43SUYaldBqmIEO4SBQa4gWLvtEAzAtA2KY4qb7zssXTMJQz0u7HfgvZdiNlckJ+4XPP2VEJXoTgjCAFnA9nzSdMD194sYpk75vHPdo1SLmZoLNL5faLpkFAoC32TjjsPi9Yoe51kJB06mnDgnyBYsktgkkwv47X85xcLFDPd9bMCx+/QoIU0tFi7neeMH4xx4/ns8+PEaaaCoTvZobOvCRkg9NkxiePlbWfrdkBlrjXTwO7jUeepzFV793jzL17ZJ0SwIPRpIOXHveeYO9QiGWfxBRLelQ8zK1YjP//U2P/jaJIvXyhRrLl7eIBoOIH8DrPvAOMTW2gL1rTIYLhNTt/EHOe4snEEIwfypOXqNHq2dNonySJIBq7djbl5oceqhHp2GSRgIDFMipWJsMqTTNLjyVpZgKOg0JFsrNt22HvMNOhoS2NrWmiMvo2hsm3QaJo6bECA1cwP4I4sMQ9LYaJEv50ZBcS7tnQ6dnS5zJ2ZYvLjMpZev8sRXHv5j7zP/NdZHBcZf0PXYFx8kiRPe+d4F7lxa1sFnAsZnqzzz819Acj/f/Vf/G9srFturoxlqRrH/2IA4EqzecrQ3u2eMBEiK8X0BJx8YcO5jPTL5UZKpEoSBYHvNHJEwBVNzIZard3tajKTY2bC49/EO5z7WYe2OxfNfzdPc1jyAJBb8xC90uf/pgKNne4AFwtLdDPsehPclsM6AeRrp/Ihk+ANS5e+JTOHDYwzbguFAECDwsoonPtfCMFKe/13tJtld189nmJwLKVRinIzSXQX+6O4FaF1HvyuJfEmrbrK+6GC7iql5n+m5CNvT3Yt+x2B9ResVlBKoxCAKFHFoMuwblKoxUwd8ttdsbbkbaiHhxpKjHTyZlOvnM5SqMV/45R0y+YT9x3ye/mKTt39U4Dv/ucygY3D8/gFeVuF6aoSJl/TaBrajqE3r3JBu02T5pkt7pMMojCU88+UW9z3R3dOsgC6KPv3zDY7f7/DacwUWr7qaHlhOeOgTHY6f62PZKYa1a8e9mwJ564rLsG9w/NyA6lTIsXuHepdmphhWyvaqxRs/yNFtS60JsFNe+XaRYjnG9lLGJiKOnh2w75DPzrrN1P6Qn/97W/yvf9+lvmESR4JBzyCJYe5IwLH7NEbby2n3z9INl1MP9UAKDp8ZcuNChlwxZnPFodvUYVCFcqx1HynMn/BHmqKUKJCMTcT0u3KEyNejqGIlJldUGqjUkuTLCsfVnO2xyXSkvxB8/d9kOP+KSxxK3SGLJbWZmOqkTmktlGOyeVi/4/D2Czke+ZTWSElToJIBr3x7Auw6n/u5VUxDgMjr4z9NRrk9WpPgZRNm5mNmhAVphB4tZhifFjz0iS5CDPHORlhOjguv5Vi+aZEkBo6nyBUinvhsj0tv5Hnr+YzWJZmKQV/S2rGZOhDieDr+O4kl5VrKpTf0yGdmv2Rn3dJ2ciwqE11MO+XiaxmuvmOSzcVk8vq7XtvncOrhHm/8sMjNizmiUHeFJuYUk3OCVt1lbKrL/U8NKVQSkkiwejtHfdNi+WaRNBVceE1w46KJZaVEYcTyDYdWvc/SjVe4c2mWYqHAoZNNxqeDUXdV0GkavPqdAu++kCdJBFMHBiRxRLthcvjUBm62zA9+Z4qtpR3a2x2iMObwqTs8+YU6mZyFNHz83pAwhOa2zfaqjWEa3PfEgOWFMouXB8zf45LJtYEsJNtgHBrBvQRJbBP4GWqTd1hbOkoUudqJEsb4vYDJg+NMzU+A2qbdbHDlbcHs4SGl6qiQV7C16nDh9Sy9jo5pCIYmURgxsS8YpUwnePmE+oZFe8ek35UYDYNiJdZBhUPJxrKtN3e7ork/sKSEJEr2ErilFJimwfZqg5kjU2TyHldev/FRgfHR+i8vwzR4+mcf595nTrF4cZnQj8hXchw8M0cUxPza//IqOzuPcfhcEyk2SMImKuqzetuhvmFy4NiQo2cHdBom/Y5Bu25y/zMdPvMLdZJY0Ng0WbrpYpoptemIw6eHNLdNblzwMIyU2kxIoaQH0+uLJlMHIqbnfUJfFyRjEwG5kp7P37yY5Tf+8QQvfyvgZ/67lKd+cgqcZ8E8hLCOI6QmCwohUM7TGEpHHMfBOwgxQCmJYag9/oVpQ85KCYPR6MAQPPvTLRxP8Xv/ukZ1WttGC+WYjTsO31m2qUxGPPapNrliQqGs+Rd/kDmj0wzBdnRC66AvyFdihl2DlRsupqEFn61tg8CXvPpckcm5gFMPDUlVSIrWpoS+YH3RZmJOU0DXl2zKtYitVT0OmpkPmDsWYtmKcCg5/3KRQdfkwPGIfUcCjpzdYOm6R2vHpLGp1e1eTutA/KGxZ/X0MtpOadoJT3+5ybBv4rqKfYd9TFPthd7dRaprJ9HhUz6zh0JuXXZQiWD/CZ/x6ZjQB4Rmf9gj/bAQOgzs9hUPw1Qcu3fAmcf6+vi4rgPEDENRqCQ88dku3abF+69mcTxFFAr6PUllUtMpr76bYXLOJ1fUttbpAyH/r397i+9/tcLmksPqbZNu06JYiffGOlEIm8s22XzCyQf6NLa0SM4wFdfey9Gpm/hDXSw0t0yUglMP9zlwbIhhaeeFYepuUb6khayrty3iWBKGWkeQK0XkCmKUNaK1GLaji/LESfmF/+sW51/J8/zvFglDQa4Q43o6kK9cizAtaDcytOsWv/UrLq9+p8iR00MOnfE5eMLn+L2rePlbkPqkGAh6kDRHR10E2KOfU110y5z+IlJtXzLMhJMPOIRBTBInPPszPicf1DZlaUoy2RBBj+l5RWMzwpB6vtdpyJHVUXcvTVPP98MY4rBHrmhx/d0UFWe4c91hcr6iP49igGkoBj2JZUsGPYvZrEClMQsXPe5cc8mVNU7dH4yOMdtBkFCsDLl5ocC//wfungtMJZJsIYU0ZP/xPm7WxjRj4iji9mWbnTVBHPsIYVDbN8bGQpWX/0HIwZO6ixqFBkvXbR1kaEqEkVKdVEjqSJml1/GY2r/CqUdP0Dg4SXunQ79xk8//4s4oj8cjjm1ajQjT1KF7thNT38xRHAso1xSNjQQhYlwvAFEcffYDssUMm4vbGsDnZ8gVWnjZDmsX+9y+uMTSlRVM06C50WbY9ckVutQmJNcvzPDmD/rMHAqYPawIhiZb61m2lhVxqChUs3zq5+vc9/jGSBCqrca9lmTQk1TGI9Zu26zcdnCclH2HArotg9/8pzWWbrgjdPgfWALcjMsfTN6Whhb9gtbvhcPwv85N6P/A+qjA+Au+SrUi9z7z4XnahRevsnZjg7kTB0jEIcIk4b0fXcKUC0R+m7nDQ9ysVuuPTUSMTcakaqjb2Oi00J11G9tJ9S51NEf0sgmupxj2DdZuu0TTEY6XUKoq8pUY1025+k6W2nTEwVMB197NYLspE7MBvbbF4jWXf/cPHJ74sotpn0ZYJ//Q+xHWUdIwh7CmsKw8BC8CLghFqloEgSIKNALasmAQCGSqxxqnHx7wzo8CDENHhKepdiGkKQR9gxe/UeaZrzQpjqkf22DUOwNt9bNsLZIVaEeGYaQsXnOxbMWga7Jyy+bymxkaGyZnH+tjuQaBzpDS9E8LGpsm+48GtLa1vTCT0zTRMND6iuqEHhPcvuKxuWJTnUpxszG5vGTuiI/tmdRmEpJYjHQvu2CllDTRjp5+V1KbCqlOBxqQJmHQ1cIwNzP6TNEFhpvRGpx+R/MY7n/qLvRMoAFYKh45jLhrUe40NHY9W1AcPKn1JmGgqzOVQBwZ1DckE7Mh932sy+W3MgQDLVz1+5JiJeHwmQGrt1wGXZOTDw5HiHPJ+L6Ihz7e5eo7is/+Yo+3ny9oi+8dZ1feQ2U84vHPtCmUE268n+GdF/PsrNm0tjWfQcV6pJEqyFdiTj/c0zbcEevDzaR7b9LNpBy6JySKIuJA47UFIAw950927dG7Op2R5ufyWx5rt3ROiGVrbUi7btBrS9yMYmXBIRjqY0cpk0tvZvR8/xdCTtzfRctyIVUJgd9h8WpCv2vjZiwOnrLwvN3et8ugn6PTiICQfDHAKz+MjC9iOxbYIcgSxV6GuaMhpVpKv63YWRUMe5KxSR/DypOmgmD0HVm2oteSZPNa2GuYKbYdoNKEVr2MsA5RqNzhyKnrxEHMxTck+ZLJ3BEdWudmFI4nGPYt7Rppmozv8xm/v8/NCw7SNKhMwNj4gLmjivpmjfXFWCeIAoYhMMwM3VZCEOQ4dCpBioSN5Rz1DQNhmBBHdJt9lq6uYNtg2QZX38lgu4xw6jp7xTQTChXFoGsgZUR12uHWRZ9iZUiu0MAfzuEVTGY/do0Dx7vYdoLtDBn2AyxLp6b2OzopuNeOSGKTzk5CecLBNAXtHSjXhsAA1DrVqRKrN2z67QH5ik2aQnunx42363RaPUhTsqUMlm0QRzHrt/oIJalMGgz7Gd590WHphqQybhBHKZtLAV5O8thnhswdqSOliZeLGPYNhj1d7O47HGGMkPeGDfV1i1Zdj1dr0zGbq4q482ERP+gNmpN1RgL1dK/QiMKYsWntHOp3Buy/Z9+Pufr9yayPCoy/hOvGOwtYjoVh6nFBvzVg0BlQHR8SB5Ap6Nb3yOWPECmZQsr4TMT2usYDt3bMkZ0wxcvq3YzjpWQLmnvhD7QA0HbAcFKamxaZnNpLHq1ORtyylY6cLsSjsYBBfSPi8hs+p5+59WMLDMwjYJ6C6B0QEyCqkG5C6pIqDUYyLA3qAT2zT1NwPEF5PObsYz1e/lYRRpZG0OyDzWWb8kSkuf7pXTPL7lIJ+H2BZWutRZLczQDJZrQO4p1vFAl9SWvHZNAz8AcmC5cMLr6e5fQjOnhpl93gZbWjob5psrOm0b+16RDT0jqRYU8SlrWzo1wLGXQllfEBrW2L8y9VsN2EI6cDIGFin0aYby7bmHaKOWKVDPuSynjI2FQ0unnpprrl6DEHsBdHbowwJIYJueJdvkUUjLQdOu5A00KdvYODKIBex2TfIZ9ey6BQiWnXTVxPW353XUPS0KFt4zMRUwdCtpZt3Ixi2Jes3NI6EylTblzw+NgX2swcDPnR14tUbiWcfDDiyFldqH7xb9Spb7ZZvuFgOVCsRNSmQvo9ycXXs5x/JUfo6/TYscmYMJB0GpLmtolpw/H7Au5c89hYcjCslEOnhpy8X1d+e8RPdOvY9hRxOAKujU6IXc4JglExBztrWjg4cyig0zRHdl+t01m55ZIqfTPYBZLNHBhg2jrD5MWvl5meDxFI3EyihbLfLLK14uwxXcrjBp/5hZD5kz7bawMaGwOUSlAq4dLrJRqdk3zuFxIymR1I1kHWEDKANIQ0RQh9GRcyoTyu49t77VFBszcj0+fJsGcwPptoy2RbMBwITj1i8dgnN7jwquKF3y3Sa0ssWx93rR2bfsdg/kSfhz7Ro9M0uPxWhvUll6n9ML5P8RO/EJEkXeIoIQotOg2d3qpJo/pakwoQ0qLfFlx4TZIrZfB7PiqJMSyxRzrdXqlTmzbxcoBQowJfw8QcV1Gd1pschANEjE2PsXZ7h2G3RRLrIm1u/iLHT20QDCSmZSOlpcPirAR7lNOiNyEBV97O4uYsCmMClSTEUR9UG4QN0Q0822b+RI5blwSxv0lzmOW9F+rsrDWI4xilUnrNAYOur6FdpmR73aBYjZicMwmGMHVAXxMSpb8LacDh01u0dwyWrlnsO2QwMRuRK0UYUuE4+hsb9DxyBUFjA6JAsH7HobFlcs8Dfa68naHbskffO3pEPio4vJxLr9UnV84Sjlgftdkq3WYPaUhOPX78j7+J/FdaHxUYfwlXONSEut2llBrtJtKRxXF0//hAASylxhrHo/TKNBV7/ADxgYutEHd5E3oMqO9EqdItZv182o4lR0TO3XGEFPoiHwzQF8cfs4SwIPOzpEMLoktgzkE8gLRLikWvC5apUEkywn2ne6MNacATn2uTpvD+KzkWr7mjnahGkD/z5Sa5wm4C54eXSjUqPCXV71tonHaiEoZ9ycJFl/Ov5HDdlNq+kH2HhvTaBnEI3/2NCoEvOfNIn3wpIo41+Grttk0wFAwHcs+GKg3tLlEJSCEIfPa0JqWaFqceuy+gVEuYOVRCmFmuvNPg9/99hrHJhMnZAbVpn+pUxFQ5YtA1tADU0V9FEmt9ihb26jF/FAhSK90TiQqpY+Utm73PQo127lLe1ahoFoi+cB26Z8jmioayaRuy5i6EgUSF2lob+h+04WrugzXK19hatZmYCTXhsyNxs5rr8fYLeQ6d6TAzP0RIHU41NRcxNadvFrsWZCEVpx8ZUJlIaNdNjXu309EYKCX0Da68nWNrxaTT9HBcxfxJnwNHdbLw7lGr9jJVBNLQkK6Uu4WHIUGMPguVQrtuMOhJyuMRcSjJ5BMGXYNcMcGy9Ygu9HVB3e6ZTMyFBL6g07RIU83keO+lHOee6NJpaFHkuSd7dJsDttccBl1JfdPi1/9xhQeftdheNcjkA3ptwfJNm52NaZC3mJiMefTTAstwgYB82cJyJcEwwnYC/X1kI5ZveuSKKd2mBsdJoW2RrpfS70iyxYTpAzFpajDowPTcDrXqdXodi9e+O41p+0zMRnSaEtsVHD7j021qzVbz7JADR4dMzgVsrtgsXMpy9KzB5Lxk8WLM7OEB778xhTRMilUX27WxHZMwjEkThRCSXquPjHXabBzEJMldkZDpWKhYMeg7BEOtC7PtXXGzws0kGEZMY8vk7OMRIMhkupx9rENnJ+DiOys01obcc+YCKjYIQws3LzEtX1v7kUhD4WYFdga8JKW+7eDlBqxcB8MMeeF3Uk49bHH4TAXTGQMCJmYaZHJZ+l2PV5/bx/ZqHykFhXKeMAi15sG1iYMIfwAqNvB7Aww7S64oyBUl26uKnRX9veaK8Ob3s+w/bpIrhizfNJAyZfawdvQZltb2lGo+Ulo0twRbqxZLN138gWB7zUald+e7UmrnSZoqeo0es0enWb62yvrCJpZjMXVwgl6rD8BDn7mXw+fmf+y1909ifVRg/CVcUwfHWby4tPd7N+tQqCSUxwOi5XSPjikARYpIwR9Keh2D2UM+/kDiDwXNHQvHTcjkFdl8QhQI2g2TbkuTO5vbJqEP4zOaoe94KaWKHpukSnDfEx0sBzaXLVo7Bqu3c9i2oLl5nZtvBswcW8bLZfgwPtwGWQL7UbCfRKhV0qQP8SXwr3Lj/C3W7xg4rkupuoGQKb22ybAnmZgLeORTXZ7+Uot7n+ixeFWfkMVKzOFTPraX3g1MS3d1CSNhVKxvglr1rahNJ2zcsVi55dBpmNy84BEODQ6e7DI2nmjvv5nS7xoI4Ou/WuXym1lOPdJDpILtDYs7V10+8dMNzbEw9G5y0JX0uwbbaxYpgrGJiH7HoDweYdu6mLmzbGJ7ktZ2k/kTG7z5/RphYDDsG7zxPY97P9Zgci7EzUImH384p8UAd2QhTaW2ZColRgVYijTvfvdxJFCJHrcICZZ5l9GhlO566EJRj8rufbw34qtAp6lTVy1HkclpBHi+FDPsa7iXNLTlOYkF2YLOehj0JOee0kKPlQWLsamI1vcMtpYTSpVwZFcV2I7EstPRY9yNd7edlAPHtMX2+vkcmysO1cmQUjVm/kSfh5/t0ty28X1FNpcwNhnf1dmkd63HmkGi7hbL6sNiYiHvWlr9od59pokummcPB9y84NFt6k6fUlroHEXwwMc77D/moxJBY9Nie82iNB5x9OyQXEnRqmtxbqaQUJtOqU7HXH0ngzBg8arJr/0jh7OPDalOJ6SJQEqTQd8kV9hifWGbYWeIVfSBlEx2jNq0ZHWhS64QMj2vrb5X3s6gEkVpTODlE3bWDeJQkHq6G2fZKRtLjs7mETH3P9nAsAxunLfotWD+hLbwCiGw3QgpFcWKYHNFsHzd4fh9feinnHqgz4Mf72M5OZpbKaWqIo5heyUhV/ApjedAFhAILD9k0PPJlVzisE0UKPy+T5pKVKywHE0clWYG07YIfYU/sAib+rpjO7o46Xckm8s2lYmIzeUeX/vnEsO4zfi+iCPnMnz65wb4gwjbzoGYw+it0e94yGKK44aUqgmhn2I5AVJKbl7IsbFosbqgaNdTxiYVrz1X5PXvFTl+P3zlbzWojOsNVL5QJz/xFR4t/jTf/fV/hG8ZVKbK9Bp96utNVJxgORYp4Psuvm8StYcYRsryDUE2p4gTm2ItTyY7oLktaO0YPPisy5EzQ2rTOqm5VbdZuGSzuazbamMTMX5fnw9JDP2OuduPYrczpVSKnTFRcUJpvEh5soRpG0RhggCKtQIT+2ucefIkJx87+qeKDv+owPhLuI4/fJT3fniJxkaLymSJ8allTv637xP5A176ZoHGhsnkft1B2OUgbK9ZeDmdx3D9fIZgKBn2NIFy7Q7c8+CA7VVTh/ckursR+IKxyZSbFz1e+VaRTF6PBR77TJt7H+/iD7QgcfpAyMkHBrz87SL/4f9To70TYsvzDLffQ/hZ3ExGq+YFIMbBGIfwBbAfIrUfhfC3IFnEsF3Gpqu8+YMek3OCJM6RxBHnX9HuBctSHDk9JHc0pDIeU6729oBWHxR0pikMOvoum6bahmnZYJopmys2M/MBnYbB9fczdJta4b+5YpMrxlSn9O4iGGoxa79tYIxGDDcverQbJuMzIfVNi4l9IbUZrXTPFhJtIfS1fmTQNVi8YrJ8w8bLKY6fG/AbvzJBfcPCtHSB8P7LgvHpkF5PMjYxIJMXZLKCbD4mSSSDnrHHMDHN5EOBbJ2WxMtqyJi+kY6KDKk7GYYFQQA76zaWnVIZj+5i2XcBsEJ3OTK5BKX088aRZHIuZOm6Q6kKXlYLJTcWHWYOhlx5O4Np6e5EkugCpTweEQWSbEFx+NSAYU+yvWZjOwpS3QHotaUe16G7Hkmii5Z4pJhPU81tyRa1rbQyEVKdjCnVQMoQc4Run5wbEbUYzSt2uQGjkBo1ApWpxETKGET6Ibga3B2XgC7WdjYsdjYtTAPG94UImbJ6y6HXNggDyfxxn5/821tMzkYEviaHHj49JBhqbsXEPi3glNKgNh2TJDovo1BOmD0UcOnNDKVqRL8z4J4HG1SnEoQwOfVIhD/sY8gEKYc01m0KRSBtQVJn/pgil5N0GiadlsWbPyhw4bUs0tD5I9miQ6nao7Fp09ox6bWg3zaJY4Htwsd/qsuZx3tIadPYymAaQwQBmRx0bAvDTEdEX61p8ocGuaLCy+qi3fFSoEVSyrJ6y2F5oUivndGdr6iOtC0QOeIwwcs6WJZPa0sXfjMHYyq1mDhO2FjKsLVqUayOgGgpxKHAkBLDSLSWQIwiDEIdLHf+ZR3aV66lRC/ZvPF9l2d/IcfJ+7dADcA8SV+22F4NubHk4HqQzQdEocI0TbbXXZ7/3TK3Lmn2xPiMYmIuxffzbCwp3v6hwnItfu7vmdiuC+kQ5CSpMkYdYhOdSJsl9EN67QFxqPk9ka8YDOaYPmjRWF+nUBZEkYcwEsZnxggH65RrHZZuCG6cDxmf6pPEBlurNlfeztJtaRt7qqA3yiV58JkujpfS78qR5Xp3V6G7zJGvr58nHzvG3/mHfx2lUtyMo9NlE4Wb/cPizz+N9VGB8ZdwzR6b5vEvP8SPvvoam3cuc8/nf4SX8bnxfoaZgxG3rzjcuuxSqcUgodvQMKPIF1x7N8v+oz6V8ZDtNZthX+K6ipUFmyiQTM6G9LraGpcvJnRbBm/9ME9jy2J8NkBIwY9+r0SuoC+s2+sWhqHIlxRPf7FNt2WwfttFGn2SKGXYG2DbQ6Q5DjKvYVzYICoQvAD+S/pib8yDsDj78f2sLLzLxVdbWJZJtgjl8YjGlkccCl7/fp7Zw3WM0Q1S/oEsE9jFf2srpeOxdx+aPepjuYrWtsW19zJsr1oM+gbDvqRcG2GcR4+1cNFDKShUEoY9Q8+Yhc7c6DQyHD3b56kvtdhasRj29AXDH+hdcG1GczmGfUm/Y+C4imvvegz7OsvDtHUCZ5pqe2bgS3pNgZCSRz7d5fi5Ib22ZGNJi84GXYNzT3YoVfW827R14FWnYZAraXuhGrWiU+6OQDK5lLnDIdtr5oew4LvZCburXEvYXtNZI7abEgZw5OwQpWDQ1fRJlQiWbzqsLDjMnxiyeMXl+H0DHv9cm6m5QI9EbEWpGhP4ksJWzKW3M8SRoFBJKFZ1gu0HCa5xlEKqAU9pKsjkE23nsxLyx4cMugatZoFKLRm93l3RaopWowh07sYkwjxJY/MSmcwOlg1RpDMmpIyBEPMDXb29cUqq2/TX38vg96XOcUEwPg3VSUWnmbB6K+ZTP1dnan9IfcNi0NPtbstVHDs70MjnAKSQdJsmUZBQrCZUxmPqmxbl8ZhsMUUaCTuuIpNLKNci+l2DKBIcv3eD5naW86/kGfQlB+7Ja4FQ2sI0YybnJJlCluY705x8KOHI2Q5SCAwrplDJsHQ95u0XLPYd8VFRwrDvYDnaElmbGuL3IJP1cVyHROlsEMMQ1GYi4lB3jjRDRn8pvbZBoWJgewLQmxQna3H+1WmaWynVKY0/H3SH5MpdEpEhGAZUynmIdnjiMy1mjwwRwOaqzaBr8OTnd1hbzLByWzJY0oyPFMWx+wJCHzoNC4QOExz0oNvQQXwTsxHFsSy2Z7O5FPOdf79GaayIyTrXL6xw53oGiaIyHpEvp/Q7WifWHlq8/UKNfieH5YTsP24R+Fk6zRDD0mwb0pBbFxW3Lhc5/tAsJGuAj2mZFMbyNLfaJInCMCSVqTJezqPXGdBv9nFzDk//3BNMHhjne//hR8yfmmPt1ibm0i1tT/WzDLoW5Vqoxbl9wfodj3dfzJMtwIFjPlIqVCpZvQXrizZv/jDPyk2LMJCjLqXSXSh0JzIKU6S0sSzjQxkkf9Z5JB8VGH8JlxCCx770ILXZMTav/mPypT71rRIHT9scvhcm5oYsXY9pbulC4eA9Qw6eHHLprRx3fugy7Emm9ge4nqJVN7nwWpaLb2SoTCScfaxHdSImCiSvfDvL0k0XY4Ti3lhyOP1wn+WbLhffyDJ3pI7rmYS+JAohX9I6iCtv6Zj4QiVlctYnCi0cwx8JOiNQK2DOjhSKV8D5BAh9Ntmuxef+5n3Mn7zF+y9eo7ljUZ2Es4/WSUlZvWWzvW5RnYz2bpofvFlqZLhASMGwp2E3pVqMl01xXBifDmluW7QbJkkiKI3FPPn5PsO+4PnfKSFlSruurb3FSoKUCf2eor5hYjuK4lgMQlsl732sR2PL5MCxgMm5kCNnexiGYGvVJkkE2XzCxL6Q9TsWyzc99h0KCANJMISuMknTlOa2yeaygzRSytWYO9dspvcPKde0KGb1tt5JL1zKcPRMn3xZdzSKlQTTVPh9g9jUTIfd9FjQH2042uwvXnOxnAHlmrpLMP3AkoYOC8t3dTGpEsEjn25jWSljEzr6/Pp5j+d/r0ihlDA+E/LwJzscPOFTrkak6DjxUi0mHX3+USR44/t5qhNaAFzfMFm56TB7JMB2UgrlBMtmhPnWdFnbHd38R5oey0koj3VxPBMpc0CPu0XGntII0jaoRbJFFxUKgkBgWwlxYpHEmh2SKi3ARe7m8+gxUBxpLPzFN/JYjmaJCGGTIhn2FA8922XmYMjKgq1zJ0avLZtVexZex9VCW50jIwmGanSDUEhDkMnF7Kw7OmF2JKyu1HpYzkBzLtyY8rjP/PEBSRyiVAZD9pHo9OBiucsjn1gFuW/0fnuQxvTaIa8+N87YeECpFmNZCSkBoLUZSmnbslIpB44FvP5dXQS7GV0MmmY6EifCoCd55JNDqlMJmbwc9ZokILHMiAeeMfnOfwrYXMkwsd/lzuWQ+noPpEWmkCWfu8WTn1tiej4Yjebg2H0D1u843LiY44nPdnjnRUjSeRBZVNSnVI2JQ5tSVX/p/S606/oz6ndNpBHjDyVuTjK53+L25ZBv/usO3ZZLa6c1KuyymHbCvoMBD3w8YGfD4q0fVgl8k4n9Jo4Hk7MBW2s2qQqojLcxrZg4TOm0FHcu3+L4vetoKus4uXKWfcenCf2Izk4H27U1c0KAZRmMH6hS2zfGw589x+qNDYSQxGFMr9mjU+/RafQI+gEizTBzMKRQjjh6b59Xv1Mk9AXT8yG7t+Uo0MFy1emQWxc9Oi0Dy9Huv91zOB016CxHZwd1R1qLPy/rowLjL+kSQnD0/kMcOtBFRR7zp8cwRsmBx84V6NYXScIdXC/i8jsZfuN/q+0JNl/6VhHH1TkMW6s2lfGYYGhw+Q2X1VsOjqfhTvp5NE1TypSddRt/MCBXiFhfdBn0JYaZEAQWpi3otiW2rcgVY5ZuWBw945OmCn+gSNMB0m5jGDZS9BFpT6tQ0wDwAc3KSJVWlp9+6jBnn+gRDlYxc5/AEHWI3iNJSqjEwDTXEZhoHHNz73PZDUjbWbdGuzI96th3SKdoGpbg1EN9Tj/SJ4l0l8MwoL5p8t7L+VFbXE9Ad3cQtqPtkMfuHVCdithZt9hasckWFflySOCHHD4zIIm0oK/TMIh8QaagyBYTfu9fVcnmk5G4VncYDFNbIf2+gWXpi8zYZMSdqy5byxbPfKXF/MkhuULC8kgncunNLPc+0d9jOGQLKblCjEo/XGRFIfh97QRyXIWXS+i2TErVUIsqGblOPrC2Vi2aOwZxrAWfKhaESo9BVCo4csrn+vmQ1QWHUw/1OXZ2gGWne8VErqDYWrGwnVSLXiVINLDsN/7JOKnStsonPttmcn/I4lXJ/IkhpWqCm9HWZL8vyORTpNCFYuDrsY1h6Bun/lb0TS9NE6JQ805Ms4tIumRcg8hw6bUkjjPAFCFJLEdiZEkU6fwT/bkkdJs2vbbJsz8T4WVtLr2ZZWc90CrQVFGZCHjiM22yRUm/LWluS8JApxfXZkbHkwlyxEbZdaikSndkvJwiGEjiWLC55DB3zNddRQSDvsFMLaTT0mLa0w/1dder4xOF+s6SL2kHWJIkSKOJYfogprVQOm2wuZzQa9tM7w8RQqFUcleDRIptqZH+KGX/sQGHzwy58laW8ZmQbEG7YsJYsH7H5tA9AQ9/qks2b5OSjIK0QAgJxBy7r00cZTn/WpHtVUWpZtKux5iuR6k64PHPLDOxL6LXziClQRxpl8zc0RDT7tHvO/zk/yXGqv4y3/u1Jb6+sYFKtlF78ckQDBUqEaNC+Q9YNKV2ybz+3YiTD5iUx1N6bXAzBkkcs3DJo9u2qO0bw82XWL3dwM3GCCE15CyX4rl9zaLoWLoLZDrEETovSfTBOEDWy3DvM6dobrSwnCr1tSZREGGYBvuOTZNECccePMzMkSm6zT5REPH+jy7TafRIkgS/H2DZEcN+wvqiybH7QkpjCZ26RWUiZntN596UqoJeG0xbF6GDvqEdZJbWpQx6xh4Lw7R0YGEcR8RB+//E3eJPbn1UYPwlX0LoQCKMuyeklPrCZ5oaKGQYEEW61S0lpKOsjGCoxV6WrT3oxij4SyV3w7iAvXjtJIY71909WuZ//F8n6TUN2g2L4UCLPVIE4VDHvE/OBTz1pTanHuxjWV1IO8RKIIRksGNRGCthjTahcRizeWebzcUtAj9CGpLZwynVqTKGWAHhgRzHYANDRICL3s0O0Ye53tlGobbqZbIa/YzQwk9tw9UgIhgJHM27F7ex8Zgv/o1tGlsWF1/PUt/Q6Yc7axb+wGB6PqA2He05ZlSqd2lSjpwJEgRqz6FjOvoG6WTAsFKkmerEVFe7eaJIYLv6BnDnhkM2n1CsxEwfSNhc0TqY8niMIaEyGbOzbrB+x2b9jkWvY+D3JXNHAopVPT6IAq1zEBLe/VGehUsuMwdDZg8FJInGwY9NhrieHiFJ964uQWexCJaveyTxaCSSQrmisGy927e9hJ/4uTo3LriMz8SkSmspwgAKpQR/KBn2JXGkbc+FisajP/efx1i4JNh/zOfo2SFhKMhkEvotyfXzGU4+0CeTUyPCqC6cpIREQa6QjrpUeg6tXVGKyNezfJVo9kg4ckDZToJl9SnUHJIog0RrN6TUKalx4jDsZzAtSJQkN1Zh/sQ2wrD4zH8zz32fmuTOxUWi4SL5UpvDpzrkinoMc/axkLVFg3Y9RaUwNhHpBGKhnTzDgRbqGaZ2dZiWxpavblhceCVHZSLiwWe6GmMe6yJEiJRCKdKkWKUR6oIY10tJ4pTA16LYJBG4GWhsKEx7hbHpPF42A0Ye05nGsNdQ0fAD3TytzXGzik7TwMsmOB589q/WsWy48b7L9rquni075dA9Qz75V5rkS4Ig8IiCPlL+/9j772hJ0jO9E/t94SN93rzel/euu6u9QwMN7zEAORwMOGY5NKI72tXRIbUStbtayqy0kkjRDjngkBwPcAaEdw10o9HeVHV5f72/6U34T398cW9VtYEZcjBDTr3nVFfXzZuRGZGR8T3xvo9J8Loapq08KX7vn+aJ4xK5ssnxRzPsPAjlkYOE2qd4/ev/C6M7NPyOiaYrkzhL14ljnW7HYGBU+eTkSzbkXSb2jzE4NU4UrWKYHl56Uy4T5e2QxIJcelycrLH9WG1NESErozbLMzq6ERF4imBsmDL1XhEUB0003QQZ4HmKmGk7Iaat0W1J4iAm22fib6puHNggcmmGDNz7gRMsXV3h+ulZJvaNYjkmcZTQ2mwxtHuYd/3Fh9A0jelD47RrbVbnNhieHsDJ2qzOzFLuD/C6GmsLJjv2a9w477CxotNpqu8WScTkng6F+0JsJ6G6ZlAZCjjzfJb6hpUSqhXBWKBuRnodHd1IqAz97Ey0fpK6AzD+ay/9AIQX3xIhqusuSVQH1J1V6Gu42Qivq6KqEdA/GuL1bianbgVVmRbpXYjAcdWFxutqZAtxmsKpYdkJz3+jiJ1JsGx1Nx76GmhQTufwNy5maNYsFq45fOxXNtTzNYkgQSTX6FSz5MsWMjS4+MoVNpdqmLaBaasvdH1thcun93Lk8cep9F9TMaKJCySQ2MCauihID2QNkISBxivfzzO116c8oKRu1RVlmlUZjhjd4dM3GG53J265gWLnQZ/+kYjNZRVylS9G5Iqq8zAwGm41gGg3dO463lXAKEyBmFDz7GwhplnTt4+7aoH6LN6wcXNxakucLtq2pH8kYG3JpNgfUazEmHbCe36uTqlfhabphrqrqQxJsoWYtQWLJITnvpnn9/7xMJN7epT6Q3odg6VZZastEwVq5q85nHs5ZuGqzcaqyUvfKvJ3/58LqmMQKAC6dccbR4KLr2cYnQ5o1YzU3lgBpjBQ9uD5UswjH26mRlwCy4L6pkGnpaSemq4SWrekqzv3K8VFEmu06wahr7E+b1LqU1birbpOddUgkw8UULuFiPm2eTKpKkgIRdrdcvCU6chjS5orhI9lqpAzUMe73dRpbCTMXQ3RNMH4Hpf+MQf0HCQdBAkj47OMDF8nDmrMXIIXvl2iPBgztaeHk00YnoQ4NtD1QIVcCeWKqqTfAjenuBedlkDXBfVNgxvnHQ7f1+bYg53UW4NtR1GE6pJ1mmIbuMpEAXqZSEwjVRHEaj8MS43voMXQRMzoTosP/aWzrC+GzFzSSWINYvUcw5DEsUavo4jclq04Dh/5pSrLswbLs6rDt5WUq+sQRxpx1EIIDT/IEvghcRTx/DeLtOp9lIdsaisBK9cbdBs67/nluynky4zvaBBFLtl8j2yhrTxspMDrGbSbFnEoyOQC0MYQ6Oy9eycT+8a5/voKffkb6LpOkphEUcLqfEQmL+kbUA6oTkZLz09JbV0wOBYhtBySBL+ngBio61bSFXTbXRZnWjgZi5EdgtkLHrXVhGwxxPcMfE8jQbI0o0BbeaiANMcQyRr4TyG1HPnSHj7xtz/I6989w9lnL9Jt9TAtgwc+dpITTxxmcHIAgNWZddyCS6GSp7nZwnZtMjklhw88gZNRqpaXniqweMNhc8Wk2BfjZmPCQNI/7ONkVMjb4ZMdpvd7/MffGKBZM+i11ecthNpekkB5QOPQ/T87hchPUncAxn/t5X4QgqdALkMysg0yLLdI5C0Tx4Jif0JlJKLTFKnBFOTyMcVKRGPDoFE1AEm+HNHrKLMlzZDEvroz8D11ASxVYtWk1pQ5k6ZB2NXwewKhpamt6flf6o/xewKvK7h0KsPz3yrw5KdrSAmeB7qWoGkd2g2LILrE5nJEoVJAN5TddibbBMpceK3E/GzMZ/+PfxtN66EIojbIFmAipaEIWq3/K4SnKVUEmazN13+7zK5DobLr9lQI2/zVhG//gc6HPlvnxCMtZi/D+lKWvcc65IoQepAvxjz2sQYzlxxW5k2m9/nbRFKJct1zswmHTna2j6WW+k8EnnbzdxO2j8WuQx4zFzJsLFnbDqRbhMONFZM9R3rc954G6ysWpUrA0HjA7BWHXCGmPBgReAIhEvoGJJmsz8q8yZH7epQqktPP5fBPZREa+F3B6oIihtoZie0kDE0ETB/wyBYTVhctfvcf9/OuT9QZnQ7RNLmNSXOFGDcrWZ61sDMxuw4LTFuFzsUpnzKOU5Oq1DtDM5LtO3aZCEi9VlR2i/LMiCPVqek0dRpVnUwu5upZl2bdoNgXpZLRAC29Uv0oIvwWEJYCjHQ8sfXzLWJJGKC4HFIBkShUvAOIyRQSDp0MqG+YtKoBfq/L8KRGtuCjhWcAD78b8J0/yHH6+RJRGNM/HCGIU9fbiP5RwaXXXVbmDXYe9EliydqSydBYRKFPxdUX+xTvweskPPTBBn7PoDKUEAY6cRrK5mRS5ZNUx2iL3xEnajF1Mmph6bbEthW811PR6rliQuBJokQF9SG7VIYT5q+oVE4hJIEn2FwxOPpAGwDfNzDMGK+TMDrlM7bDJ0nUOR8G6islRIJhJPR6uVRpE7O25HLqhyUatRZjuyJyhYjaesz3/oPg1R88xdDUGe59rMvgcJPyQAAoC3uQZAs+TsZXiblGEYy9oA+SLTp86Nfew5f/WcTVV7voWhVN8/C7SomUzSfolkPfkA6yh0w0NpcjDFOnb8hE6P0IsU7gBVi2idC0dNQqcTIagZ/Qa0v+4n87wZ4j1/neH+pU1yFX1NlYdmnXlUR6cNLhj/6VZO+xG7z7k2tki1Vksk4sK2zMHKLX7mPywBjFgQIH7t9L/2jfbefj2twGTsbm2GMHWZlZY3OppsBVIimWJY4bcf1ChpV5xcmx3YShCR+vp/HMl4sEvuDgPZ1tAHjsgTYXX8ty44KD19HwPeWB4+YUX2nPcZ0D9/7soth/kroDMP4rL806SJL9Fej8K0hmQSpWsS58YqOf5TkTTavz5Gdq/Mb/ZYjKSEgUKs8CKQxypYhWXUfTYWiHCqpam7fQdBXR3utoKbhQ5MbI1zCshOULyuQqAeIQdEMtKIapuhm5YkwmH6Pr0D8csHjNodvUcHMJmpAYmRi/K2k32lw5t0qhT8PvxuhaRP+oh9Bc3njpGL1uH83Nlzj9XYc9J0+S70u/5EL9LUCFFhX/e2j+Awgv8NjH6rQaUtkcazqW4+B5OTTanHi4yeH7umkr3sLv6oSBTreVYNoytdxO+PDnNvnyb1aYveTgZBI0HXptdQF8/BM1Jnb7SpKa2qxvhYc1qopAqmnKArnUL9h50CP5RJ1v/m4f89ds5W2BwPc0KoMh7/l0lcpQxOB4iGXHbK4o5ygnqySzmYLysthSxngdjb6BkOGJkEI54qWn8oS+RuApF8puWwdU5+nGeZfGhsHBk22WbrjkCrB0w2VxxuKuR9pkFfWF/tGIJz9T5du/38el17I4mYTBsRqGKXGFOjZJLPB6gnbNJF+OVPtWl9sJsKAi2L2eWu1X5i2lIE0VpWEgiCKBZijX0itvOCSxYOeBHpn8La2kdygB22oe/Ra/E6GDtpWgTupaeots2XaV+dmWCZ3t+jSqBmEQ06qqi7ttq/Z4dV0wPOXjZFuszBsksc7aUoHxHY3UgMvjyP0RQY805Ram9/vYttzupAhNIDSdKCnhZJoqQyXWKVZCnAzkCoJcUcmO/Z5OGGqYtkDXo+2RXhgq/kocq+9b6KkuRjYfkyQamys2vV7IriMWyzdshOYxPOlz5YxLddXCMBN2HuxS6o8IA40kVrobNydvupnKm9wGry0wXVKJr06vq7N03eK1H+6k0SjSbjSpb+YIvIT5KxGNTYEULYamBmlsJuw52KLbSt2FU4QdhRKIKA8lWNkCWA8ghIoln9g3xmf/T5/h4ovHOfP0s7Q3r1EZ9siVTC6+0qLbjFhfAk0L6bUj3LzL4QdUerEah0apBF8i0IgTRQqNQomMAxUCpq/zvl86xq77H+H17zzLD/7DaXodGN/jMrHXJV/yaW+u8/rT4HXyfOJv7Cbs9rF05TTd5kssnD/A4o0RZJJw5gcX+MCvPMGOI1O3nJDqriNfzpEv59hxOKS2sEhzo00YWDQ2NTpNg4nd3ZTEnFCsxAqoR/DK9wqUKiGlgZg40kjihMc/VqNZ7efKmQxJIshkY3RdMjge88TPQf/k3T/2e/KzrDsA489BaZmfIzH2Qu+ryh1TCDCOYJU/QNnIsHjha0jxNJVRnzjSyRVCpvd79Doa0/tinvx0lSiChWsu0/t9klgQBXDhtRyGqebjuUKCZijp5dUz7vatZhKjnC0Txd/QdImmC/pHAu5+vE3/UEC2qAxhYgmaAXbqzWHaCaX+Lm52k9e/l8PO+Ow5GlBfE4RBj2Lh+xy7J0LTInqrL3Hhu2Wc4n3suOeXyfeN3n4MjGmS0v8bel8hZ3yHT/yVFa6ctbh4aoBOdzfl0b0cOHqGnbvPous2yFUqwwmrC6qdu3DVon9UjUQsG8Z3BXzmb6xx4bUMMxddwkAwvtPnwN1dRqYD/K4iDNpOmh8ilEV3HEWU+iNlQJWP0PUEN5Ow73gH20m4ccFhY8VEJioRdGK3R7E/pr6uEkf7BkOWZwXT+zwKfcm2aiHWIOqplqntSvIl9V6nD/R46IMNNpdNRTCtGZx/JcOZF3LKCCuG6pqpUl7tmPOvuFw761Bds/jy5xP+2v95mfHdPSwLDt7TZWAk5PyrGVYXLKprBv3DIU5my7VV6fSX502sTIzlKLdNy0nUeMJW4xyva9CuK9UIUgHQfDEmV0iIQg3LjlPJr8HQeIid/fHgAtgms6q765tqECHUmOpWCeq254XGtu/HlieM7UKxHCFlhOWw7Ugb+oIbF3MUigG7j/RwMg7Xz7msLxgEXh7TjAn8LvtOhOimxNFU/sttVhzpi/fagjj0sPIJ+VJEt63RrFkMjScpwVKN0dotm5lLOiNTBsW+FoYRqIj0ruIyZAsxvqe8MHJFtbNRIAgCA6+rMnR2HBKszsbkyzH7T3TZXDXZc8TjwD3NFEhLdEPZlyr+kOIQxaEgCnWEJoiTiF7NJF+SNOv9vPHCKC9+M8QPRjFMtXNrS/1sLGzi5vOUBhLCICLwQ3IFB6ROHG857kYglXQ6X05wM2DlJhDOo7d9noW+PPd+4G7u/cDti2ZjfZ6Lz32Xq6+fJ/QjRnePc+DBR2mtvcgf/eNvU11qIZOYTF4SR0lq8gaZgsHSbIF8OSFbMOh6d6Hlf55995XxeoKLL13i+CMalltQJ0u8Rr6UYDmCK6cdrp7N4HfmaKzrjO+yuefxBlbubqJQsHRlma/+y2/z83//U1RGygAMTw9guSa9toebc9BNg17bJlfUaFQFm8t6GnmgVHaDYyG2ozrCTjHhxkWTlVmH8sAW+VSnbzDi0H0dGlWD+Ss2rVBnan/IJ/5KnTgepNWcotD/E31dfiZ1B2D8OSnNOgrW0bf8vDQMpeG/RX39c7zy7G9hW6v0Vc5z18OX0TR1AXMycaoI6ODmFGNOCPj1/2mUpes2y3MWSRIhhK5Y3obA66nfiUJ1Vd1q40oJI9M+T3yyrhJGF0y8nkahrDwOQM2tdUO10aWU7D3aZcc+j9qaycylLJ2WzdBEm/3He8hEcOl0lvVlh3ypjW1/h6vPLbLv0f+RzJu+aZrWB9nPQfZzuBU4Og1HP3zzcRkdR3Z+U2URcDeufpHJfaskiUcYGqzM6Yzv9tG0GAM15rnrkRZ3Pdom8NTCru46Be2WhptNSZ0px1YIKFYSCn3dbcJdty0IQ40klgyMBkzs6WG7atH1PY3GprHtPrk4Y7KxlJI4e6rbUxmOtkcDblb93vBUSKuuk0gwTal4IrEgDARLMxb9IyEH7upw+vksQqqFam1RGYy5uYSB0YC9JzpEoc4bL2SorqnwtTgSzF1Vnaldh3oUKyFmKrPfztUYSOgfCek0jDSrRlIoxSrDxhNsrhlcO+uytmjRaem4uZheW2NgNKTXVd2wbD7G62oEvsbRB9sY+u1cmHeqW0GDlGxnj9wqVU49xxRBLgUjW6OqrdEUKFARh2wDOLVdSakcEkeKsDo0HtCsGpT6O/SPhEgpaDc12g2NJLGorTuMTTcwnWSb6BvHKhp+fWmr8yUp9AnsrFRdRWmA5ipZthQUyj5xaLE0k6O2bpPN1XEyyi03DpX7bK+tyIHlgYgwEOl3yCDwTBB5CuU2vaayon/kw3XiSCcIBEiNdlOiaQLXSJmwUnEtoshQ3A4h0g6UIIkkUWizNL+XC6cmWZq9gu12icKIbrPH+sIGIDAtg43FKr1WjzCIOHR0jcWZLJXBDqVKopQZQuK4YNompmlAUoVkHfSxH/s5FwcmuO9jv8R9H7vls/efJRm6wsMfsXnuaz71dZVXJERMEif0j2pEUZFdhzUqw7A8E2KIK0j/h+C8l8uv1TDsSSx3DeRmirJagMR2dBLpcObZZYYmOhT683i9mFy+Rr5QpVkfYHzfKNfPzHLhhcs8/In7SNK2ndA0zj57gbHdw/SPV6htZhkes0FoCC1mYDQgW9TQhAqUCzzljosQyknW1xCaIPJVMnGzZnDhlSxhoBRVli3ptXXeeH6M9fVdSHeRk+8f/PFflp9R3QEYdwqAYn+ByYMTXHhunVw+T23dZXiyrRQiscASMiVg3ryA7zveYfG6hWkleB21oAoBmXxMr6vGAJqulBFJor48bi7h/vc2yZcilm5YhIFaKE1bXWzj1DFcJpIwEIS+hpOLsZ2YKJL0eg6FcovhCY9WXcOyJQOjPkFQIIp01pd1hicuc/WlL7Dnvo9hWx1F8jRKCH00NfLSQGTeKnUzdkPmc0j/2xDdQNP66B+N6Ta7DE2GnHk+h5SCoQmfvsEITQc7o2bi7YbO2qKJ7wnK/RHlgdTpUKhFbesueGvR21rMbEeyOq+TycmUpwJI5ZcQhQLLVrHnz32jwLVzLm5G/VtKwctPxXzoFzfYc9S7afEdq1m5lNr2c+NY0G1rGBaszNqcfzWDm0swdCUdzpcjDEtxbD70ixtM7/MxLHX8ZSIwLCVZPv9qlrMvZkEIui2Nl5/K85Ff2mB0OlQt9rStPjIRcPlMhqf+dR/FgYiRiZAoFlw55bIyb6NpCb2uQW3NUMfQTVietRBCdUkWZ2z8rsbh+9oqRA622w+3goA3161urTc/1Lf//S1+A9z+eWyVYap02Vt/JgQMjkcEvuIvFEoRRx9sYTtxajam5IVOJkHTfArlniKj3vIeNE2l0ko8Qt9icy2LYYTkSwLHjZEyJA5CNLsCxglsY4Ndhy9z9UxMtwEy0liZd+gbCFmZM+l1dfqHFeE3igS2Kwl9jeamTt9oCd3ejWCJQoXUbl5gWerGIUlgbcElDEyGxnzqVY2x6RBdjxUh9Jb9TqRQoCYyaDf6kElCq9amsZ4gkUgp8Toebt5FyoT6epNc0aVYyaMbLoEf0u14ZIuSQn8BwzBAZEBklU+JbCO97yGyn337D/dHlEzqSO/bCM3loY8/wMjOBV78xjkaaz6ZfMzEbp+xXRFJ3ODGpWlmLvfh5iKm9pngfQMpe3SbCaZTAnMM4k2IZ+h1YjaWDBpVnUY1IAq7ZHM+pQGXODbQtFh1YwAhBJmcy9VTM5x49xG+8fnvcvnly7TqPbqtHqeePo+TsYmjiPpajtHpHjsPJ1i2Un4EvopUQCaUB1THz/c0/I4yzItjHTeTsLZokinEFDo63ZbE93WaNYvv/VE/O49muf7GLCfff+KnPoZ/UnUHYNwpQH1B7nnvMWbPzbM0UyWb7aM80MXNKdCQxMo9bvuCK2HvsS7nX87RrBm0a6oHbTuK2Gfokr0nuhy5v83cZYfZyy7thsbodMCeI11q6yZ+76a2Wwgln9RNSTavWsa7DvWoDCsvAyQMjiW87zN1PE/gtXVmr5hcfj2rkjONiPJAyJ5jPQqlHob1T/AW/inCDVI1gY4kD8Y0mHtVaqt1P8Lce/txMPeAsQviBZBddFzyuadw6r/B1L6IuctlfF8Aq+RLAUksWFs0WF8yKffHlPpjBsZCJYftwMq8SSYnGRyPFBNfWSgAahFr1TTiSENoEZmcIkFq+pZxjkQvSS69nmFkKuD4Q53Us0JnZd7m2hmHcy9nGRgNqa2brC8ZTO7xVdy8CYGnpGudps7iDZtcMebw/W1qGwb5UkxlMOTaOReRKntOPNzmwD09tkLPrJQ3IFHx1g+8r8GD72+mLXjB6pzJ/BVb2Y8bSuq7vmxx8TUXgB0HfJbnbM6/YqfjrohOy2D+qo3vaTjZhIHhEDsTszTrkM0ldFoWlaGAEx/3uOuRFraTfi6k/Ip3PIHf+tj2ufpOT7rlOW8GIVsS7K3xBihgHaXx5dliTK4Yq6C1QI3DAk/5iliO3JY7v3m7W94YpYpSYHg9A9uJiGOdXjdDEntkczHIVWLvW8SRoG8g5vBJjc1Vm15XIJvqfMuXErLFBMtS0livI8gVJavzFkK3Gdm9C4wxtGiUfHmWoJfQaVpsrEgWr2ssL2RxMg4PvC8mSvJEqwu06jqlShddj5UsViiwb1oKGS/N5Ll6LsvsxXlMy6AXegghKA+V6Da6tGsdGhstLNeiMtqHpmvMX+tnet86bjamuuYSy/z2GAEZAroKNQwvIJMqQrudLPljK7wIySaLM6OcenqFq6cXCT1JFBq4OUmumOB3E3JFj6k9N7h+XnDwvnGGdw4rlZn3DSp9RWZer0LogChQXfW5esqh2zEwDI12UymUfujFPKyts+NgkSi0CDz3lnNGIwo9vvHrv84bT59laFwyOmGy6+AAG8sjzF6o0ut66OYAk4dG0eQi515YpFjpADHzVwwQCW42ptVI/TnyMdU1nXw5ptvRmLvs4Hd15q44tBo6uq68V7qdOpWxJnGcvPNx+lOoOwDjTm3XjsOTfPivPsn3fsfiwimorkkOn1xjal8PN8O2M2YUbYVPwUMfrGOYCRdezVLfMGhsqDj1D3x2k6MPdDBMye5DPU4/F3Hh1SyGqboZzary2C/2qRZ/dVWZMAldRcIjBNU1C9v1cbOoGbkE21FdEcOIGdsR4LV1GlWDtQULryuYv+pw7CGT9/+lKpomiaItyV+ErtcgaqqORlJHhuch8ymEdfK24yCEpi54pGuL+cuYwmTq4O+RyW/QrifU1l28nkESq/dy7MEetnsz18KySeWriidR39AxDLVvW2OFOIJWw9iWmumGYoMnqeHWVsBRJp8wsTtQXYJI0DcYURmKyeZiZi45PP+tAldOZ3jPp6vkizHtpk6vq9wz82VFrOx1dAwrYWA0xMnESr2RBmB5XZ3+kZB3f6q2Lf+MIyUxbVY1kkQwOhXgZNXcXCaSQkaphmrrBudeyig1Up+6K65vmDSqGh//1U2OPdLk9LN55i65tBoGlZEAw4pp1Qz0NCY9m5d8+q81OfHuMeJ4kmLpFKauqXZ5dAXoAsk2t0LxGLY+rFvwg3jTKOVN45Fbf+dWH5c31225JLd0RTRNxbI3azqFcoSdSYgCZcwVR2oElSvKt5iUvbk7cvP/JY4TkgAySZBxoPJZREKvLQgCWLphEoY2wxMhlZGIZtUmiWOSRHF7TFOCkESBYHNVjRujSGBn+4jjdGZmjKEnK0htgFo1y9pChN8VjO2y2HG4RLZsEhuPkl375yzP9nAyOk42xLQUcVv5T0Cc9HPj6r2c/eEC9dUGTtZOSZvqBkUzlIGWlJK+kRKWo+LEZ69UOLJpMzDSAEx6rR5xfwHdiEC2QRsCbRTkKiRt+GkBhmxz5XTEV39zieZmk1K5SiYTUV23OfOCzeaKxvGH21TXdUanPB77WJ09J+9S5028BvFlDpwY541ns7RqEtOY5eppj8A3KPUn+D2NQhl2HNRYnjF48VsxE7s3WZrbxZVTTXT9OoVSh76+NiPDBqd/2GFo3CVbdEDGGNosw+NZhqaPcO10A6ELFq9FFPv3Iswcp59fI+jV2FwJiUOB39OoDEXc/ViL4w+2CUONxesWLz9VUNEFbY36poGT0bZJ5L1uzMLlZd7/y0/8dMfuT7juAIw7dVvtv3cP04cnuX56hlZ1Dts4S778mxh2jzCAzVUTgbrL7nY0ipWYRz5S4/D9bTaWTFp1g+FJn7se7RD46sKTL4fsOdpjec6itmYwPBFSHgix7ITqmsnGsgoSs11JJhdRLCvp5fwVh8DT2Heid/MNCmWCJQDTSpja72O7kj/45wNKolcImb9qM3fJZnKvR+ihfHLSeXoSS5ZvzHHh1CSFSoPdR/4Zm9UbuIVxxg6cxDBMpAwhmqFdW2Vj0ccPRxma+jDFofcxVvoO1eU51hclm92jDI7CyMQ59Ph1kD5JXKDeKON1Jf1936fXjliZtwhUCCaZQszYtEexkhB4Ar8ncDMyvQNWi1TgaanRmXL7rK+rgCrTUgoCr6uRK8ZM7PGZv2rx/T8q8+D76wyOhgSBIPBI01sF1VWDfClhcq9HfcOg29YZGg9Th02NPUd7dFoaU3s99NT7I46gVdeV2ZMGOtBt6zTrkv5hZcqkadCsaega7DzUZXPVIgqVlPKRD9X5/pdKvPDtPBtLFjcuuKzOWyRSYJqKo/Hoh+vsPKQOyt7jHpUhDax7QR+A+CCErwMh6OPIeJnA6wERppncDGW7rRRbcwscSJkSCrWbwHhLHpwoa4TbuhNw89/b4OJtQIHjSnwv2TZha9Z0Ak/JT/KlmHzxrXeQt71ECjaSeKubJdhY1hWIRnGdum2dZtUgk4vJFmKWZy0uvGoyMhUyMBoxvhNAfR/feC7Pq8/k2Fg2ME3J4ETCgXskxUqN1sr3MUWJfHmU6vogmyttAk+jMlJBSkkUtlifm6XZOMH0PR9kaM8ChvkfCfyuAsga6rtuqLtzw9Z54CPjPP+tJuXhIsX+AqWBAlJCY6NJr+1x5bXr1Fcb2wBQIqlvwA++OsTknibZQkgcB0i5qRRt2giYBxToxwbhvvnw/djqdU2e+v02vWbE9N46ApXYmy936B/VWLpuIqVg33FJsR/cbA3hxKp7kcwCJlMH+7jnyRIvfL1KfU11FvNlSauug4yZ3CcYGBNoImJ1Hr7x2zZLsyB4Ddv2WbuRYNox9bWQXivDyHQBhJO23jIga4j4EqWhPYDGzmNTXHt9BjcbksRNqqsxSNUxWl+06bY0JvYYvP5snk5T46XvFum2FZD1uhqGQerxoaLsNaFSnTXj7eaEf3p1B2DcqbeUk7E5+MA+YB/wJEmjCb3/CFZLRXFrEjcbbwd4aZqgfzhibKeymu4bDNVdc9ukPBRiOyCEZGKPz+QeD9uFZs3g8imblTnVAw88E9NOOHxfQJwIWjWNTD6mtm7SbXu42Zv8D91QcjrTijEMCIfhwIkubj5h/4mukhVmVHaFMvUhvRMD30tYnYPnv3KZc69k6R8OmNj7WyCKjO3+Iu/5hRMMDC+yPnuadrWB7yXUNvK8/NWD9E08zOOf+Rj9uzP07771iH1w+/80oH8IZHAa2fFJuE6z2qRYidC0BJloLFxzQHg4rvJO2AIDUagxf02NHLotg6FJH12HVkMnm08IfA2Bkqf2Ohql/pgo1NhYNth1yKNR1ymWlF9FHKndjkINryMoVUKQ8Nw3iiq2W5NIEkamYuJYcuT+LltGVfV1g25HOZtWhtXn3GkKosCg3ZQYujLqShJBphBRqCjyqt/TiCNwMpIPfnaTtUUbcVePk+9qceWMy3e/WKZZM+l1NL7xO3387//pHHuOpDwFBETnILoGZNI33yEioVs3WF8qMXvZZOeBOplcTGkgxrAkGjrKtVUD6sBNt08jNdlSckv1d5xAFLAdcncrIBE/BlyA6noUyyqaPIkFypI9IZOPcTLy7ccxb9pWFN78sdAllq1Ao25KorqGlFtgUuJklA204wo2V0x0wydXkjSrFt//UpFTzxa4dtbByUj6BgMKfV0ct02xogBH0O3RxOGVpysUK30MjjXR9SoAcWyyODPJG39U4ZOVNqM7/wojxiJx7zlCXwcCNEOgmxk0bRDoYCV/RLF4EGP0AMVKeXu/MnkFDEzL4MWvvka32UWmSM60TVrtQ6yuWhRyi4ShS3lsJ5h9IIpqA8kcmPeA9tNLIK6dc1hf9Bnb0VG8qltaXNlcTCansXTD4olP1tG2PTECSFaAGISFpru869OD9I/a/O7/somUGlEkKVZMhid1BkZ7CBFTHDC5dFpw44LJ7uMbDI15dNsWQjMxrYAb51WG0K7D6yBNEFZ6AhUgaaLrbYRW5sO/9iT1lfOsXPj/8ZV/7SFj1XnqNCBOJIFn8tR/6MdyErK5iGZNVwReKTCsLUM2dV1NEuWTMrxjgOpy7ac+fn+SdQdg3KkfX5mfB/8HkHQY3+Fz44KLZSvLZ2RMEus3HTvrSl7ndZQHgJJCbgVxK0nW7GWTTlMnk5e4mQSExHSU2sDrCMJAR2gahiXptJTe381G6gt1y2KBptIuLSdhen+XQl9CqRLQbRkszZpUhkOSOGVlS8V5iCMYme4wvqfG3GWLjWWTxqbBgfss/PZVqjdeoLdeYGkui2kPkM1rjO/aYGTyJZ79ZpWv/IsOH/9bHyAOY2SS4OZdddF6c8kaoDO46z2sr7xOY32TTF7DdkySxGDuyjyVkS4yVnezXk/D9zRyRUWYffX7OXYfMZjY4xH6GvVgy9hB7bNhKK2819XIl2JsN2Fz2SAKBIPjIQhJ4Kk5LkKNWVbmBJdOZzh0sgOJei5SMjzpU+wP0XSorav+vp1aw2+FdfketJZ15q/ZJJFAM6TKrMjHJDF0GuoCWKxEZPIqNG3xhr1ta/zoRxpM7Pb5/X8yyMqczfqSxVd/s8L/7h8tICXEsUSnScICQqoVOBElFq8NMnMpR/9wws5DEZph06iFNKodRqe7qWdIS50MGIB67hbXIY7Un1uj2E2Lbc+Lrd/dVpm8I8njZmk6WLr6MIYno59I4bJ9WkjVuTCMm+a6W0+3HQXSolBsE0y3PUSEwHZV1+vaOXj+633MXXHI5kP2Ho+x7ATfEyxcN1mZ1dlzpE4UmnieTRJc4/j9guXF42ysjFMeWAEp2FwfZ3lxP5urVS69fJXRnScQeh7DPY5hXlFHSyugABwgbUyzxfS+JS6cKlDoywEJCBOBhiShfyxH/1iRbLnAyI5BdF2nUMmRKWaYv2YxNr7O6K4CujWitis7kCyD1o9wHn8L8fonqdbGurLft/SU03HL/AxBrphQWzcJPB0n4wMmYCiViIxBy4I2gC4Exx8tcfnVLBderDE6LbGzOsIYUr9HjJXRSOIVcmWD0ekevpclX3bJFDRsc5l2Q2fmvE6n4ZMttUCvpG9Fod12tcmuu/ag610q+c9T1a8QBiUqIwkbiwoouLZGFOiEQUwU6jRroGlamhsDoX8TyG4dLt0y8Hshfu+OVfid+i+sNHMvSfYXofUvKPQ1mdznMXfZJgwEhXJMXzZKZ8CGSua0lDQyCgVJJIhDhbSlhCSRPPvVEkFPcPiBDqXBCNtRcdBrSyZzVy32HlUeHO2GTqelc+HVLKVKxMBYwOCYuhNXqZxw7YLDc18tcfSBNoNjAZl8QrshuXYmy4vfKhHHglwhYv+JLlP7e+QKCZYFT3yiw33vnuXyqQxf/fcVlq6H/MLfmsfJBjSrbUrlIUxXMjy2SCbbRNNjJnfPcPqFM/ze/3yGzbUBpJQMTlQ4+tghDj20D/224bsJSCzb5MD9x5k9P091uUa9qqyo+wZyZPJw7UyCYcZUBiPcTEyvq7G+ZDB/3aZQiakMh/Q6GnEssJ0EJ5OuOALQBIGvpaRCtWhV19Sco9gXY2fktjlYt6Xx6jN5bCfZvv662YTNVYOjD4bkUpv39QWLvuEQ200UYddUAGhj2WJtwcLNqsUsChUIiWMVQV/qj4hjdecdBSo7Y3xXwMJVi1bdwOtq7Dzo8fjH6nznC2U2ltVMeYtXARBH1dT9VKahYA0GhhqIxGJ51iH2IyrDIYMjMQhJp2lgu1o6rthKUXUgTQxVGSogjVs5FQIFRrZmJLCNVvnjE+SiUFmmW07yFg7GrSWlMgHb8tUwzFTKvXUM4q33mo4h2zfZpnoqJT37Qpa5Kw4Tu32qazrjIypYLY4FvbbGqR/m2H24y8CYRCYRrbpDsa/D/iMvUN0Yxu/lQcDoxBVKfau0NqapLtdBNkF21bEQJogKECuVR9ICIgQBB+9OOPP8ZTobK2TzAoSDFA5J3GP1Wou7H4NdRyOuntXA2IluGFSX61w/LRFPPMGhhyNIVm9Z4AtgHgKU94gQP92yZOibSGkiRQ4h19/0qCAMDEwnxjBD0ig/SDyU22+kSN23jGamDwxw4aUGluMrPhagtMw6vWYDvyfYfbxEedAErQJJUwWiJR6Tu2DuUpaZi5KDJzcQWpkt2V27kQAaRx4+AN6XiHqnqa6ZdFsJhZJkbU553QR+eoFLzxcnA0MTPks3VMaQMkET248DeC2Pxasr6fn9Z6fuAIw79ROVcJ5EBueBLuWRgNJAlepazMqcxyvfi/C6IZYFYRhT7Is5cn+HVn3LHCYmScOb1pcslmdtCuWQN57PsrFkEscaMoH1ZZPRKZ/RqZDamoHX07FdtaA1azqthqNiv/vVXaNuwI59Po5bo1iO0HTJ/FWHp75Ypr5p0jcY4mQT1pctluds9l63efRjNWxXUh5Q7zNbSNh5qMu/+38N0W6qLBTTjsiVVCaHrqn0zzjU6HY0Cvkqk1NfodN8Aq83yY2zc1x+9TpXXrvOh//6e0mihCSKcdydCJGHZBMnk2ffPVP0OmN4bR+hQz4bomsZJBbf/K0u7XqAkwm25+/FPhUGd+CuDkOTHqvzDp2Gju0maiFpCQxTkTabNZUOOzgesLZosrliUd9QEe1eRzAyrbI8NhYtQk+wvmxiGKrb1Kjq5EtK/QLQaWkIw2Byt49uSMJAjVksSyq3VhRYHBoLGRgL09h3DYTc7qz4ngKVbibGtCVhW9mke12NqX0ek3t9nFzMkXs72yRNlSKbsDVCFgI6HUXorQwFtBqC0IdMLiROI98zuTC9wqY560SAhdqisqXeAhqqG6CrXBAZE0UmphWh61I5a/7U4EJ15GrrBqefy3L+5SyBr5ErRhy5X6Xxutm336aUbJtY9bqaCkVDEvgatTWTgbEAx1UdqG5LZwsIOa6k1dC4eiZDJq8AfL4UoxtK7WOYkmIlYeaiw8INl9JgD9sJicI4NdNS3Z1Ws7L1TsgXNzly8izN3gnAVvsVr6hFUyibcWSY3oGrY7xj/yonHop49VmdKIB8aQmSkFbDZWhqgA/9apn+wQ32HJ3luW/pLM5UcHMuj3zyPk5+4DhW/hp0Pg/RTLrIaxCeRmr9iofjfghhHrztmHldn2unZpi/tEgcJwxNDrD3np3kyy6T+ywyeUGrkaNQlBB3Ub6kIKVGs6bz0Ac7GOZWl0sH6or7ES+Bdrv3xr6TQ7zynVUWr4eM7Q7QhJJKJ4nH0kyCnc3TP1IEOmkHZiM9JRxM22dwXJLJSWYuSvLldXS7TLvWAQzu+dC97D+ZpbP6Mt1qgJAxmuaQLW556CjeimmqeIWhcY+xnT7dto5uaPSPhghN0qob9NqpBX9afsdn8fLyT3ca/wnXHYBxp36y0kbAvgf874MxgjAPUpkWVKZ8NtYu88wfhRT7Qlx3lRsXYXK3T7k/otXQlJ2xqewSo1AoA6Y0KVQ34Pp5hyRWRlUzlxwuvp7h4D1dmjXlcummaZq2m3DtrEtlJGBit49MIJtL2LHPIwwF7brOs18t0tg0GN+lvCGcTEKuGBP0BJffyDC22+eex1sYhkQ3IV8KGByFv/kPl7j0ukOhLGg3TS6fyioylZkwtssnW4iZu+xQXVGkycXZN1icrdNreQRewKvfeYMv/K9fYWC8j/F9IwxPl3jykwEDQ6+gCR1wce1BXHcQaIHYBdJkYPQyH/llOPtikbMvREShz9BEj8P3dth/TxvXhXw5YWA0prpqsL5kAZLKUIRuSj78uXW+84UKr/0gx7s+XqdvMGJt0SLwBK2aSf9ISLaQsDpv8siH67QaOlfPZIhClWDabWpkcvG2h0ShL6a+YRBOBkShGt302soqPlOI6bQ0bEeS70vjvD1oVHVyxQTTUhd101LW25outuWaoPgQ2ULCiYfb26FyW3Wr/FmixhBuLsHrKk7H1F6PKBRk8yqILY6VUieOSe9Mt6qNWigdwGMLfMRJRBgk6FqMYSToumolJ4lERgLDMhFE3Oxq/LiSrC6YfOlf97M0a5Evxir5ctXkG7/Tx/VzLh/55Q2y+ZsgQ253agS9jk5906XTsRkaaeLmlL+Gbmy5aQqqqzZxpDorTiZCCFiedTEtgW4kyjfFUARhTQf9lmMdBgJdU6RXNxuiaQlJomHb3i37IKhtlCiUFxg96CGln4KLeZAByB6qG2SigJsCQrqh8+hH27i5NV5/1iUOVYrw3Y/VmNhvMTy9F8seZUdhltHdklbwMbKlAdycgPa/gMaXlbHWloUqW/OgGgQ/RCY1yP5lhLkPgPWFTb7yz7/F/KUltuzLNd1j+UKbhz4EA/1VDp/c5KWnYmRsUChmEEQEfsDyrEH/SMDR+zsoYJEHkQGtBPrOFO1dAX1K/VxKiuUeH/yczdf//Tizlw0MswtAFBUYnJ4g1+/g+5vph1lX+yEcQKddjxgYifjALzRZmctw8VSHJLHYdURy+LFHOfjoB8F/ifX5OULPZudhj6FxmLlkgCYoViTthiCKEsoDEf3DEdVVk5V5E9tJGB73yRTUOXXljYyKDdg6v6TkymvXf8Lz92dTdwDGnfqJSggB7keRCAhehSSd0QqNhz62B2nt4vXvnmZ5rkPgh7Tqgic/XWNgNGTLhhmheBu2m+B7Oo6rFv+B0YDVeYtWXcfvCb7x233YbsKBu7qKHKmrNn1jw+DFpwpM7ekxNB6QzatZpG6qoKflOYv6hsnodJAmhrKtOLBdRZa79FqGex5rIqVqa5upodLYzpB2S+cP/8Ug7YbOwKgK+2rUdOa/UaRvOKQyFHL9QoZeVzC+wyeXmyXsGvQiE9uJcOwmUXee9sYlJh+NaSxXSTwoDVi4mTp+ew2va9HpHqV/9+ewcyVk5w8o9r/IQx9Y4YH3hcSRgdQKzF6a4Ev/JkezVuM9n7zB4KjH4JhkZLpLEqnAqF5PYLvw6EerPP1HZV75Xp7dR3rK5hqBaYdksjHrCyZRIDj+SBsnI3niE3WiCGobOr/5fx9N0zhVDYyqkUwYiDQlFRau2Xhdweh0SKkSky1EWFZCHIPvKRWFKMfbnAEhwM0ntKqaavFLZROeLcVsLGlM7fcwzUR5K7zlRLvJjTBMcHOo51tymxeCACMhNSVTF9ZbpZ9wi+qIeFssovJJNPVvTY2OkKpLIpPwNknqW+v2EUqSaHzvD8uszFvs2Oeph1EALfRVgN/wU3ke/2hDjT3QMM0M9ZbLyo0utqOyRgrFkNqGy9WzLo3qlulazMSeLkPjEU42BjRaNZMrZwoMTu+kstZh8VqNYqWL6tCI7YlPkhJWM9kY00qIY03xOTQdmQQqiyPFIYEX0G326B/OMzLZhN7vqv0UFZBrqI6QqfZbNtP/VymojarJ0QeaHHkgBCKiKINthzSqy1w7dYMD9+8DfRzbvoHTtw56Btn4hxA8n45hto6lq8YPsgNaGZIA4iWk/z0w9uJ3a3z5n/4OcxfXGN83hWXnMQyfPQdfIJe7xvI1F/vwbt79aUmhb4nTz+eZuWggNAtNcxmZ6vDkZxoMjtuKQJpsgFyH3hfU/mg5wIGkm/JNJAiX6WMP8tm97+Xyq6vMX1pASsnk/gn2ndzN2Wcv8q3f/A69ooVrr2+PV6JQY305y9H7mhy8p8uhey0e/+Q6UhtAz38Yzf0AQugsza7jtX0kA+jGEg+8v8eF1/L4HSgPKpt/vyuY3u8jhUGcCDL5hPJAiBQanZZGoRwxtsNnc9W8iVyBxnrrR53EP/O6AzDu1E9cQtiIzM8h7Ychug5EoPVhGnt54hcsjr/7UWZe/v8Q9uaxMsM0mzNceaNLoRySK0aM7fQxnYD+kYCZSw5jO31yxZhdhz1GpgIamzpXz2XQNEmzphIFR3f65IsxzZpBddWgVdW5cdFFUEdoksBXd7JIqK2piGknm6R3g0lK81LfwUw+pr5h0uvoFCvxdjZElBIB+/ojmlWd+qYKBSv2xWTzEtMKWbphU10xGBzzCX0Nr6tjWQljO3x03WP2ip0mG0YMjmwwMFhnbcFg9pKF5YDQLIRWpjzg0W4u8vXfe57jT9zDXe/5G2ju+5HRdbR4GU0rgb6D3Y/swRmqszY7TyuYoWLM4VZahFGJc8/WufTyRQyxytiuHsVKxNEH23hdndBXYWHZQkgmFxOHGtnxgGLlpttkEIDf0Xn2K2VK/TGjO3z1AUsltRzf6aOlbfdeR+eN57PIRLAyF9E3FLHzUI/QV0fWcZWiotfWiAJxs9vkSBqJ6lZFoUYmHxL6GkszFgfu7uF1BZXh6B3OtJulp9kYIr7Z5TB0kFvUhJ9k5JwqRAwD5C0gYWt7W1brP00tz1rMXnYYGou3/TQSKUikyl8p9EWceynLPe9q4WY0TNMEUaZQtnnhG3mWZhL6BhTYrm8YbKz2U10vsu+eXRx/osQLXz7HxdPrqXumi9cTHDxpcP+HDuIW6lw/ew6v6+NklNnXlpNnbd0gX47Zsb+ngJMQaJqOnYEo0GnUXOrrDQBMy2R4xyCjuyS6tg7RGphHQJ+A4FnFk+BWzopAImk3TKLIxLBChOYTBnbadTHJFhKWz1dpVdvk+1RSnoyXwPsOhKfTMYuFGmEJwEvnY4YCHsJVrxddRXZ/h2vPnWLh/Dzj0wFmfB7plRna4zAwPE+zPkISrRB2zuCWYh58X5e7HqmxtmizuWqTK0im97cxLRu0KUgWUR2urTFJAEkPhA+xAPtdCHM36JOgT1DMCU6+f/Qtzpj3vO8Yq3PrnHm6hRav4mZ9At/E78HOAxHv+jkbYR4FvQ89WYHMp9HcJ7efX9twCTwdy7Vp1PrZc3SFQ/eB14ah8QAnE6PpkoMnNXreTi680uH7X/C304FBmdrlimrE22ncJP1YrsWfpboDMO7UT11CHwb9rbHAfcMDlN//C8jub0HSpFm/m+/94SwbC10m93S5+7E65cGQiT0em6smSzccBkYDHFfZhEsEY9Mq/ty0YGXWYGXeYtdBjygS9DoaXk9XqaIZFRWeJGoWrjgZW0RSdcesK0ELAFFqO25aybYhVpKQLroqb6FUiXj3pze5cSHL1B4PzZAsz9jMXHQIfUBohKEiNWbyyqNAmYRZTO316XUEtTWDA3cnxAlM7vERmkd11WR51iaOA3LlcYbGu1y9MMM3P9/E7/o89PETCEKkbKWtYw1NLzB5YCdTByeAB7ePsQ0ce3+AU7nGmWee4swrr5HNzrD7UIORqRDLUQvo5oqKch6dDrZJh15X0Korlc7lUy7LMzbv/nRNSYC3kFgCxX51F94OSR0FBdV1g2whYW3RojQQpX4NKkOmbzDG9wRhR4E6K+14BwGMTAdYjsQ0JdfPOfSPhAyMBQSe4g/8+JON7SC8LXLkllfFreqPH2Uh/uZtbdXbSVLfvm7tXqgRVX3DIejZuLne9uOaUAs6ErLFhOqqS6dVIV+soxbSRTRMnvjkID/89kHOPNeg1+yAVsDK7+Pkh+/m8c88SK6UZfd9EbPnF2hutrCcmImdK+Ssr4HW4dD9BS68mOfCix2yxZi+gR5hoLO2aONkIt79qSqlAWV65rUNioMWGk0se4DRffdRHFY7nitlyRZsiK+iFlypyJ36ANjvBu8b6ZiE7f2XZPB7tgo4I1JeKUKmxzFRKbGBshHPl7Nqm/EChOcBUyFFuTXS0tI/gXpMhihlSQLRDYjXWbzikcSBGr9JicYcQ8NNAi+rUmfzNULPVDwKUcbJzDO5p87knp7aJjHgQzKjPoNtNVuc7lMnZQF3oPd1pP0/I/TxH6lmsRyLD//VJ9lzYoJz3/tnbC5t0j8mOXhSsv9kP9nSCIg+tU2hKdBy63knxliZ7+Po/ctoWoyuh/yFv76Cpif4PZ1mTcdyIF+UXL80RxzlMWzFydkieSex8qi5dQSJBnvv2fHjTuafad0BGHfqP2sJ8yBkfgnpP02hfJWHPpTnP/46rC66vP6cyeMfWSFXSDjxSIvZSza1NZt2w8ByEo7cr9JVn/5yGb8nKPXHnHvZptgXU6xECE1CAjsP9Oi2NPyeRqk/IolBSsHYDsWVaFYN+gbD7bwJiZq1N2s6dz/ewnaUjFKgHg99kWaIxJx4uMPuwz5+T/DCt4pcP59RoxRbsjpnYWcSRqd8jtzXxs0mXHgtS7Oq025ajE37lAYiblxw0AS89y9ukisk5Esxw5MBc5dD/PY1ZMlCxguszsZ84ze+zeTUtxmfuqjatCIDQkf6PwD7MXA/jBD6bcfYciwO3L+HXDlLp/FuLNektdnm6e+eZ21unZHJJfYdXWCouIBpbSClMsVaX1JjqKUbOn4PPvS5KnuO9m7b9tZdkp6R2K6kMuQh4wZf/XcVlmYtZUu+ZjA4GtBYN/A6GvtPdHFz4Hc1fE9HSpWBUuqLyWQTJALLitl7POXTmJK+gegnkoRuvy9NrTtv686Z1k8EMm57wk8KUG4d5UjASH0qEpJYkSxVGQh0EDFJJDDNEENvKJm2MBFaFkGAZa3xrg91ePB9I3hdB7Qsds7A7SuD6SCTOrqcZcfeeQgvQ3QVSAmX4QaONcCn/kaF7w/OcOY5jYVrGYSWMDiuDO5Gp31W5kyuns3wxvMVdhwQHHvIYufRCXJuH7nSluQ5geQG6CPKNTW+hSAo8mDsg2QBcNPugg2JRDcb6Lokiix6nRyFUpUoNDGMiEatD6Sm3HNlA0RWhQeK1O1MpnOtW2Tr6ksaQXrsoAdJHfQiSdJFCBvlJwGWrWPZmyRRm3x/kzAwkdJOVR4+CAnSVaMPbTj1usikwD3ippwZFMjYArkJxBeg9b8infem37t3Xh5Ny+Tww0c4dM+nkb0vqK6PyNxymsSQLCl1jD5123MnD0xw5YURbOcSuXwXTYsRQtLY0HHzEa2axpU3MmTzIWHQYe6CSafpbEvudV1JmsNA4HVutt5yxSwf/qvvfcf3/KdRdwDGnfrPXirPYzck6xx/f51LZ5/l+tkVpOHgBa8xMD6DWPIY3xVw4J4e5UpAoRIR+hrXL7i42ZhrZzMMTQTkiorYObHHo1E1yOZidEslCCaJkjP6npIqVoYjDp1s8+rTBTRdUh6IVES0r7GxbFLsjzj2YFtd3oRyuwx88Lpsry6FcszGksWpH+Y490qWYl9MeUBZYrfrCaPTPoGvKRJiPqFRNRgcDzBWle/1jv0epiW5ft7hua+X+OAvbiCEch3dcaDHwvWYymCDYydbbMzNcfG1DM98ocHdj3YxbMjnJdmiQ7a4CfEKUmTAPolMlMW50Apce2OTc09/jY2lTVYWi8jYpjRQ4PDDB3jkk/eTLWUoD+ax7A3wvgn+GfrcOk5Bp1XPMH1snL7Je9DiOvS+DMlFoMk7yTT3390lkYLnv1lgZdZidcEkk42Z2udT6FMZKghw3JgwUATD+WsmMtYwHUk2H+NmlMtnHEJuIN72qHi7utVXYivAzTBvBwHvBAZ+KpDxDkDlR5fiHIztDCj156iuGQyMbpFDI9SCJaiumOw85FHqD7ZVMpEv0U0dXUuAOrYRY/ftAKMALCI7/xa0r6o7+WhGdRakBxggcmy3mYRBpzVCvlzkXR9fYWnWwO9JKsMBSZywsWwRhQZLs6OYbplzrxW4einLk38h5PhDV1BdGIAA9BGE+xcgWUcGL6mFUejpTGkCgk22vEXQx9G0iFxxjdCLaTYm6XUKuNkWuXwdr5elUcsjtIh8MVRKFPtRtS+iAGyqWVSsc3Nx32qdRQqEYINso3gRbQbHVJcjjiS6IYilTpII3GyIrke0uhaF/tR7P2mmJ4CJ6oh0gIyyHpcdkHW2eCRqn7Ze30r/nahj7T+VdnEe+vGng/0gxHOKl4auPid89XrGNML9+E2pa1r5PoMH37eIJiJ6XYtMdmv8IVi4arOxYtKqCU7/sECjatDYNGjXlYTV7wnKAxGmlbA0YxOGWsp5cvjE3/oAd7/n2E9wDv/sSkj509jE/JdfzWaTYrFIo9GgUCj8ab+dPxe1sbjJNz7/PeYuLGBZTY7df5HKwBy5Qpu+oZDQVxHnzapSK3SaOj/4Solr55SnRm3NRLckuw93uf/JJn0DEaM7fbyuRnXNwM0q+2knk5DE8Pw3i5z6YY5uSyeOlQX31F6P93ymxq6D3rbRXxBAq6oi5jVDBXolCVw+neHLnx/A62mUKupn68sGTkYyNBawuWao8LdMQrNqMrrDp1UzaNV1dh3uYVoqXbXd0Pns/3aF4clweyTTrGrkSgmBD35P41u/28eZF7KAityujPgcuKvL1B6f8V0JxUo2vUBGIEPa7R5x0FXE18Sm17U588IwX/hn6v1OHZzg7vce5d4PnGBs9whSRsh4FZIlkkjQ6+Yx3CncrDJP8joesT+DY55CeF8CWVMLTJzD828gZBNNV+FdoS+Yu2rTaWoU+2LGd/mKaJkez1udMaMQ5q+ZJJGO78HIZIgQiVKj5JUkb8txc6u2HDVv84oIuZlIys2/t0Di29Wbfy63//Oj66cFG899s8BTXyynMt9w2whpbclCAB/71Y23dIhuH+0YgKu8FIwDEF9T2RhiB7CiOgBsLcaWIkHKkCDU+fYXj/D692PufeIak3vWMYyYbkvQaYHv2bQ7J6nV71EtenRWZ9cxzIDP/b0Jyv1VECbC3AXmEYRWRiZNZPsfKRKktoNtX/XwKsRnQPqgj4Poo9NcY32hRhzlMCwTwwgxbY/As2lWY7Ill8kD+xH23Qj3I8ju70PwigJL0YwCMbKOGo1I1MKuAQUwhlAKIANknU7b4d/9PzSqqzC+W43y9h5dYeeBJpqe0G0XGJwawXYNiOZQIE+/xRE05ZAkNZBL6jhiotQxKaDY5oRIcD6hHtOHELm/jRA/ntMgZQDhKWTwMsQp6dO8S+3/2+SqJP5LJI2/T7cZ0W0GZPMqFj5JYl5/Jk+7IXjjhRxLN2wqwwGFcsziDYeFa7ZySh4KMG1YvK5GVcce0vnwr+3lyLv/Jro58pOdvP8J9dOsoXc6GHfqT7z6xyr8/N/7BPMXl1if30BoH2FsV4uc8/vUlq7Q6xaoLq9iGB0MBNlCyP57mrQaGmPTPoMTAaEvqIyE9A3EGGZM6CtlQb4YY7mqw2A5iph58okWhh1DovwZem2NwfGAUiXE925KZcMApNQQukzVBMqx0utqtBrKijtJIAwFbiah0Kf8PIYnAkxTsjRrMzLlYzsSrRJhuwmmnc63izGbKyZLsxZONsHrqqRN202orRn0DUVUVwz23+UxOBaxtmSg64LKcEipEuFkE1qNBCFqFPqqdDuCJJJYjtotrycQeBSK8ND71hkazfHr//Aw6wtrnPruKWbPz/D+z1YYm7iCEFVefzri9HNZWs0MlltmdOcoElif2yAMIjIFl4P3/zWOPGRTLFXRDBu6E3z5179Ozn2VXYebVAY22bF/EyGibTChDLGUXFTX0xFL6lFS6g/ZXNUYmlD7o8iI0G0pq24nczsP4tbuhAQQKtxOfU5ppkh6Tv2oTsVbwsX48fjij2EgyX3vbhIGgteezjN72dneRt9gyCMfbrwFXLz1ddLFMFmEYItQGYM8z00S5BbJ0lcKCzI01jws7WU00c8rT0munqmwY7/ix8xc1NhczXDw3hrZyjq6NYCmNRgcW+P66XmuvHKVe987BNZ9YB5DaEX1vrQCuJ9G9n4P4suAAdGsMpBCKBAkDNBcssN/n9OvrTB39hmSKCSRZVaXcuQL60zuc3ngyL1ohbtAG1JcBusEMnwNxDDongJR5NIOw5aiJJe6XmaAUI0XpCSbM3n/Lxh89TcTbpxXqqLQy1Ie7DA8HlIadLBdS4EWIvW31qe2KXIKaMTX1P5sHd9tTo1If56kf7LK1VNmIV5V+67/+AVbCAusexHWvUiptv8jHUmjy2j45ErjOLkWMvIRhDSrBgh17VlfsBgYDbBdEEJgGJK+wYhOU8frGew8VOBX/8fd7DyUI1+OVRfF+x2k/msILfdj3/PPqu4AjDv1Myld15k+NMH0oYntn8nkMG7xCxBdZmp/gXb1CiQdAt+if1QwONrm1WdcDDNkao+PnYkZHAvJFmIVeKZUsgD4Xozf1ei2NN54PsfCNYd73tVkYDQk8CXriw7NqoFhhoTBrQY1W+mXN1MwMznlLOr3NHRdYlhSyVZ1yORiDp5Uxjsr83ZKSE0wTGXlHIWCKBDKgMoXJLFGNpeQK8QqhdbXaGwatOoG9Q2DbDFm7/GAow8oAy2vo1Pf1KmtGew9rhJa4xhsW6JlFADyewI3K9MME5BSsvd4iw/9/AV+6/87yqa+wOIlyaXnIooVyeJ1ZfndP+pTGYnptg2+90KWMMgzsmOIKGiyeL3J3Jkmqxd67DhkM7JjhIEd9/PkZx/k279d5ltfmCOOAnYfmuH4A9fJ5CFfzmJoijBnyjZSRgSByezlLG88P0ip0mBi1xKL1zR0Q1IejMgVEnKlBMNQF3cpo3Rez82RxZvImLqR5nfIm8Bjq1PykwKDN0VU3PLA7a/105RuwGMfaXD0/g43Ljj4PZ1sQalsbvW/eLu6+d7b6U+25kVbi2CqO0W75d8+URSwPGthWj6zFyGOXRCCS6/HKhfIcAg8ndD32LHrBSojCSTLRIGPKTNUl22kfx0RvoEMT0Hur2zfZQtzH2h/Dem/Ct3fhGQVKXUlfU1Ulo5mbELwdR786K8xsvsoF164zOrMOsM7LPaffDf779tDvvymBc44CNZDKm5Aq4BWVCAjqYIcAPtuIIFkDbQB1a1LNlSXIwmY3j/JX/y7BhdfTbh6JiYOLVr1Sab3zWHZYbodiSKRWuk4pqF4JcZEOhG5gpIeSW52Tiz1usSADvqo6j7g/eRtrzfVm/lSP7okhuGq9ywj4kggE0Us13SJaQtMK8b3FLdpK3rB6+kIDY49ckt3RN+llH3hWbDv/6nf959U3QEYd+pPrYTWB9n/BuIZTHeRUiFhY6lOo1EHEibvKnDoXTo3Xv8ioVfDdDNY7hKddoM4iMjkY7acn3stwakf5vjh14u4uQTbjjn/aoYDsothSrotgdAM3Kwkk48IQ4GMhbor1iRuRgEAJwM7DvUY3RHQaWj0DUXK0TOVAo7s8ClWYjaWDSpDAauLNk5G3Z0LTRBHIISk09KxnYRMLqJR07FtiZtL0HWJbiRcej2H5SY4GYnfS6gMKdLW5rKJpkGjpgDI6A5lA93rgETQbmg4rgqZSyJlRmWlBoxPfKpOfdPgd//xIDIRxDFUhmLypWj7jjqTU4Eu9XWD157J43uzHLm/hWlKssWEVk1n4bLJxkKViZULjO4s8MlfGqfbsei2oNO7G2fg45QqVyBeJArqBL02jc0CZ14a4tu/Z+G1VnCzHiNTOkmUZ2Ckh2UnZPIGxX6BwALrIFiPoWlD4H0VgpeBGjcXVV2R5iRoWgfLTvB6IJNEmVHpb5WW/jjAIbb/8061tcE3g4P0/dy28N+s8kBEeaAD3PSY+Mlry3106/9vkT7Bm15PMnPBxutqOJmYgbEQr2uQJCoLplFNyOSVw+rJd60xPOnR3BQI4WPaCUfuC0Ho1NcdCpUAXX4XqQ8jsn/5ll0dAOoQLxBHXeI4VlkuSZ04WUc38ji5Jpr5OruOfZBdx6Z/7B4KoYP7cRq1MpdefJrl6xvoeoWJA8fZe+97cMwrShZrHEi7GoEiTSahAhnxCpWhUR76gMdDH/BADICeA3EEkrmbXQspIDoLck2pSvQRQAN9hxrPxPkUjHSA1i3H2wFRQOp7aW12IFlAMwbJ5fv+2ODzR5axR71m0lJgS+RA9rDsCE0z6XZU8J1hKDPCVk2lwQaehukkJFIjk3/TiSYMwECG5xF3AMadulOqhFB5BRg7EcDgLvXn1jr0rmFk93fSi8hOCF5TWQJskiSKgKZpCTsOdFmeN5m9kKFZ1amtWxi65OiDHUZ2BCxdt7nR1RjbCblCgmGrlr0KBBN4PchkJZmM5P4nm3znD8oIIdENleTquAmDoyHNTZ1SJebIAx2Wf8+m3dApD0bEoUTTlOS1umoytVelwDY2dDI5iZ1R6pVSf4IQktBTFunZvEo/1TTIFBLadV3JPH11eQs86HZ04jSy3c0lxKGg3dPprOhUhkIsR91Rf/CzG2QLIRdfU6TAhWsm972nxe4jHr2uhtcTFPtihidD7nqsxe/+o0F6bY33fLpGddWkUVX8ksCHS6/FeN1VcoUVlucHcHMWbuYi9Ew668N0mgXmLtuc/kGP088mhP4amVzI3mNd5TOiwYVXHarTw5imQ/f7EQcfGCH0dZK4Rd/UALvvfhdW3/tIwkVo/d8gugzaoJr362VAA/8ZSFYx3INsLl2lUKqRJBqGEYGIkYlKLtP1+Cf0tNhaNrba41tkPwe12G8RXrdklA431QZb7fUtRQLcCgD+eHWrqkKiFr3olsfUawY+rC0ZlCoh1y+4lPsDVhZcNAG5MrSb0G3GnPxsjVK/z8q8hq6F6LpOu2kT+nD4vh5R4LGx7DA4EiC8byLdj6rMDIDwDej+B6KwgdcVRJGFrgs0LcbQA0K/TiBaWNoXEO4TCOH8RHt45bU5vvn5GTaX8hhmFiklr/3QYNdLr/GJX7mIm7UhfF2pR7Z5FHlIIsVFibZCyYqgF8E8Du5nFDDpfRmiS+mYJAWmwlWupFvkTfMw5D8K/rchOA3RFaVuwQEtT7szwLWzdYLeDbK5FmdfzRBrX+WRT93P5P6xd96xP0YJ6yjS3K+6DRIQRRAe+dImY7t69PW7NDcNdENS3zTpNDWSNGemPBiiaRq7jr7NcRcGilvyZ6fuAIw79We/rJNqJhr8QBnjaBVgGZICmuYDHoYZM7E74uNjVarrdTpNA8OSDI2rL5zX1jn/cpZnv57nnsc7jEz6aLpkep+Pm02Uf4N1k0Nw9+MtqqsGbzyfY3NFYFgJbjbm4D3KsGt8l49hSbptnVe+n2c2DXnzeqrHv+uwx0Pvr5PNKyOmwAe/q4yYLFtSHopYX7BSz45EEU11lScB6m7cSN9Lq64yKwollRwbharfnysq+/Bm1aB/NEIm4Gbh4Q+2mdgV0WlruJmEXCli4ZpN32BENpegW5IbF2y+/lsVGpsmblby0ncLOJmEkUmfOBG06xpORgVsFcoRF15t8vQf5bAdyeS+BqbRZH3Jor6hUlRLAzqjUyHHHupQ7o8QQpLJJ7i5mChYZXXBZO5SgX/1D3xK/RXcbBfN+BojezZ47y+9i6kD48jS/6A8VMLLILrpHaynACi7MWSI6U7S2AzJFXsksUO7XaLbyoJsI4RkcMLAdda4mUXy5tqau7uoxSdt/wgb5fkQpY9v/b31nDQkSxRRLXSPm12WnvoZt/NStLfrlqdjHgWCbmWH6On70VEgx7/9SSguSrFPjfiun3UxrQQ3E9DtWAgBhbKgVYvpG+zRrmskocTKSLyeQa8t6BtOsF0FVjbXfDw/g6utIaM5hFVGygQZ/JAoqhNHCXHspPkdEt1MMPQYw4oV58Y7jdb6R5D5JMK43efhzbU2v8HX//V36dR7TB+e3E4fjsKY5toZlq9dYnKvngLGPIqEGQJtxaEQGlh3K3Ch9SPMw2mOyBwyfEUdH3032+oQIVW0gTYEmquk88YhhJZFGr8E1nlk8KpyFU3qdFoWcxerWKZPNpdhdfk4jcZ+Vmdn2Fyq8sm/8yHG944C0Gl0uHZ6lk6ji5O12Xl0imL/TycWEMJFZn4ROv8C4i3zLxdNz5LL9+gbjjnzokG3rSMRhJ5Gq2FgO8r5uDJscvThN3FDpFTnof6fFwz9p9YdgHGn/syXarF+BMyDyPC0mt/K1DRHasAmerQEyQaG3SVbstSFXxPKoY918sUa7/uLIX2DXV552mZ8R0ChL6a2buJkPczUVlxKdSHXdcn7/1KVvce7nH4uS3VNZ3Q6ZHSHTyYXE4UacQgPf6DBzgM9Lr6WYeGGRRxp7D7cY2SHTxBotJuKNLq+aLLvru52AFaukLCWKiaSWICVAosEgkBgWJJiJSQM1KKVzceKd2EoaW4cqbtwN5fQaWkkafdeaCr6PElU9PrI3T75UoKuediuWvwaVY0ffLVEp6kzNBGQLcQszynlQxxLcqWIwNNYfsPm1A/y1DcN1hcNMgXJ9H6PxesOQU9xScJQkCtGPPlzDfbf1aW6anDqh1kaVRPLSdhzyGPXkR6VoYhf/T8sIeNlrp13WF8sEoRNrl8u8PrXLtKXE2SzyyRxSKsesTpnU6+VMNwDTB+5Hys7iWNfoG/8EvOXJjj3+iJB1yeKDTqtDN3uwxx+7H1kxkxk7zvgv6zm+EIHaaq2uUiAkvJIEFaqLGiByIJ5N9BLHWq3fCLailgpfJQBlA8yABGnpMe8+h3Z5uaYw1N4RXvncYnYntXcCi62FA0O22Bmu2uifk8Tyq12fckmCnUkkigIiQIFVL2uJFuUlAc0amvKxt33dDRN0D+aMLk3RiLQ9QRdS/C6Ca4bo6y7UccrmsNra5i6RNcVuDDMAEOPSBJNZZpIQdDTMHOLyO5vQ/bXlPneO9SFFy5TW2mw48jkbeRHw9QZmBym02hRW7UYGB++ZTpkAmWQ6+rYZv4S2i2GVVL2kN0vKiKmceD22VhSA9lA2J9AWLfLNoWwwTqBsE4g5eeIe2d447v/Dr+1gZ0dZXN9nEZtEDenMXUww8y5eZ7/yqt86u8O88bT53nmiy9QX60jpfr8CpUc937gLu7/yN1vSlNGET6jc0j/FYhnQWQR1j1gHUdYJ0HYSO87adcuALGXwek1jj8ac+6lmKtnASkwLShWEkX+zgge+4RLplji6mnF3xmcsCkUayDyCPPPlkz1DsC4U/9FlBAamHuUx8ZPWVJ6SO9Z3MxLPPrpGo9+Om1zhzMQv0GSqBGFSLvils22rHRqn0exL6Tb0cmXQgLPUMmwWoKuK3vm8mDE3Y+3mNxnUVtT4UpJIpi55KQplkqS2qrr5Io3Y5iLlYhW3aBZixnOR8SRWrS7LZ3RKZ9MXtlwuzllne51Y7JF0hhyZeVt20qaG6dW2iJRmQhuViWbmpaSTloO1Dd1NE3yzJfLNKsGU/vVYpjLx0q1UtdZvOaQK0ZcPp2l09KVksNOyBQSxnf63PNYEyerRkadlkbgC4p9ETsOeiSRRq6YcOLhLhdey/DK93LcOJ9h39UOB+/pcPq5HA++v4GbTZjaV8OyNzl63w2K5RBHkypBW4JjCPoHTDTpcPWNU3zn336D4WlBud9iaHqIIw+OUR6uMHOuQ6+bZ3D3NLtOPIibaap0TOuQusOVgUJc+g4QJnR/B+J51MzdBC2jgKqWB5G6SLofRdiPglZOuykX1dw+2UwX4kCpIcy7U4XCFYguAKbiDYRX0USXBA+ZKLfILUIqgKaJdC3cGq/Y6o9wU8ayA3Qg8bk5ulFPbjctfvC1MoMjIZVhDa+bUFsDrxMhNIGTSdh7XHD4AYOrb2TYXNWY2LlMtgBORr9JokXxeQyjB6IM2mj6XpQ3Ra/nomc0dCMkkRp6Ci7UF1H96XVsckM7IL6CDF5FuB96x+/ftVMzZAru2yorel2bxoZO/3DyVn7MbUDsTQ+GF9Tdvz71VuKNVoa4igxeeQvAuG3zwmJxdoinvzTNwPjd2Bn7TY8L+sf6mDk7x0tfe53v//4P0TWdif3j6LpGkiTUVuo89TvPYtom937gxPZzpYyQ3S+A95WUsKqSfWXwnOqm5P66em/mIbUfMgCtiIxusPee3+fvf97n+7+/xJkXPLotFfo4MCY58sgYzQ2Tf/M/vJGqTiBfijh0X4aHP/1JMvrkO+7vn0bdARh36r/6EsJBuO9BOg+njn5KJy+lgO4fonU/j6Zt4HsqMlsQYdktkjgBCflyjJuN8Xs6AkmnqTwrJBINgekkRJGG19FYvG7he4KdBzwyuYhW3SQKJZou8T2NKFTEUk2THH2gw+qCaoWGvq5MqiLJ5B6P8V0+SQK2DbV1jcaGTrupMWYHitQJaCaIAJo1g0wuxrRVjHnoCeJIpGOXmzbqmoCVeYv1RYvyQIjf08jkk21bddOU9Do6V8+puX6mENNt6hQrESPTAUvXLb7zhT4Onuyga5LdR3vsPuJRXTXwuoL5Kw6GqVIgH/lQg1J/yAvfLnL2xRy5QszmqsmpH+Y5cl8HN5MgdJUKa1iS0FcgaAs8ZQsBmVzA6I4m97xLZ2nGojIU0axf4w//cY6JvT1sR5ArCcZHXZzg3yKjohp1bM/XBcpoKaPIi/owSsq4okCC9YQCI8IFYSBEAbTKzYUw+9+oO9DgHCrsS1c+B7IDtCFpp4ZMjwFdCM6DnoEkRhN50B2ixEEmi2h6G43USIpUEiP6wBhLnS7zSj0hN1BqiIG0M9JjS+VQ6rcYHpcs3nCZ2B2QyWnsOiwZ3x3heyaNaoZHPnU3ZnaZwsA6G6s9iv0ubrZJEknixEDT4tR1M8CyDLCOIozx9IQqg1ZCCIdux1bnlBGkHCXlXAoQ+gbt1gADQlOKjfA00vngO0ozVRjdOzyWJFw7V2Tn4ZYiPYps2kpM1HEWOmhlxJbZ11Yl6ygpqnnbj0M/pLnZQgiJ7V4k6/po+u3A4dbyOj6hH71jhoedsamvNnjl26eJw4TRfTc7NZqmURntIwpjXvnWaY4+dhAnBSkyeAG6v812vopmK45I0oXgBWRHg8I/UG6hxtTNF9QGkITY8T/hfT+/zrs+aVDfsNCMHKXBQdbmN1i+YSH0YSb3qc5To1rmuW9maPV8PvY3I0zr9mPyp1l3AMad+nNTQjhKirb9b5DZTyCNCvjfwTbnsYkVWUqfAm2CqDdD1H6RMGrQqMZk8p7KTtG2bpwkfk9jc8Xk/CsZrp132Jf0GN8ZMDId4J3T6HYM3GxE6GnUNwwMU7LzYI9MXlKsRHSaGvVNDTcrOXJvN1W2oOb1Utl8x7GGFkuqa+a2Dbqmw+aqSWNTMJk2dpo1HaEJGlUDKQWdpk7fYEgYCCTQaRjEscDWVIfGzap9CXxBs2bQ62rEoaA0EmLoYBiSwbGQJFadmuVZi8a6wcB4SK6YEIVQGQ65cd5RvBETOk0DTY/YecBn/qqP19G4ds5laDxgcref5pgI+kdTm+1U/eF1FYdE6GClElwkWFaMk1UcB8OS3P24AnyZXEIUCSK/SXNjA8ut4DgeSiGgPhtlO70JyRyxn8OLHsK0BrGsOfD+CMLnUKZOAd22T2OzjdcN6XULOPmjjB54N07hL2+7MUopVRckWVfPM6YQWgkpJdJehPAUeM9AXAU8DNFKOUOKD4DIq86HdQj0nQi9gsRS5MrwFITXAC/triSqg0IPsDEtePfPdfjyv8kzc9GkUBaYtkW7aRAmezn6ngc5/v73Ac9RHvxtin0NlucqTOwMMEwfy1SuolEAlmOj2TvB+fS2tFIIB2meJFu8xuqNPIbZxbIUwVPtuyCODGrredzCzvQYq2N3c6zz1po6MM78paW3BRpxbDB/tUS31weiqVQjW5Mj4YKWWnCLN3s7bAWwpZ90Ilm4ssTytVW8jk+u2EZKi2vXvsITP/8og5MDb/veMnkHyzXxOj5u7q3ESa/tkUhJbbnGwET/22wBKqNlFq+usHhlmV3HppEygd6X1L5oIyn5krQZk1EdDf9lpfiwjt62LSEECBcp+sCawLI0Bgs2iBK11RYLV9fZd6KHNHZSr1UA6MvoZMo+F1+6wpHTB9h38kdzYn6WdQdg3Kk/1yWEhnAeR1p3pUz0rrqYGfsQWg4rD+aAJB/PMbB/HhlHNNZvUF+9RLd2g3Z9SbnxFQN2He3idXSunXPZWDKZPuAxMBoxMNbDcuX2wlrqD5BS4ntsXyNLlRjLlXRbqsthWJIogkw2oTIcsbGsHEk7TQ3TNCj0KVmt7cRM74+QUoWZRQG0mzr1DQMpoVE1yJUi3EyCaatuxRYBs9dRPh9JokY4oa/RaWgYpiKYJrEgX4yx3YR2Q1egCiWhnT7gkcnH+D1BNp8QBBq2uxWIpdxYi30R/SMh7brOyoLNkfvbWE5Cq66RLyWKjyLVeAfU60WhvOkOmm5LmXApxU9lKKLcH+H3BF5PkVjtjOIikKySJKBpacR4GmoVhoLGhoXvedQ3X+L1ZycYmepx/OGmSnSVEHgz6PQo5AWuLSgWBM3aG1x86mtMH3uA4tBh1HjEQhh76fm7mDt3jaDzNXL5TSZ2t9HF2k2DJtkGwlTZINX7SXTVSbHuRbifUOZWpM1/czdSfhwpE4RcVY6XxEjvGaWSSEmkk3vg0/+bDm88l+Xi6w5xZDC6q8LRJ3+Ow48cxbJNpHyEzEDE0PQXqK/M0GmpXBhQnTZdl+hOEbPwobdyFJxHcEtzOLkG7YZPvhRhWGpMEQUGG6t5Wq2d7Nm7BdSboB/+kf4PBx/cx+mnz7E2t8HgZP82yEgSydLVFgMT/YxM98A8CHITZKg6E6IPknkwd7+VvGjsUN2qpANaltkLC8ydX8B0TAr9Ocr9Pa6dn+bSSzdobHT4zH/3UcpDpbe8t9Hdw4ztGWH23AKTB8ZuA0BJItlYrDJ9eIKlqysY5tsvl7qhk8QJUaCUPzJppcDQuQkutg8w6QhnEcLX4E0AA0AGp0EzlJLqltpcruF1LSynR7myRKM2uP2Yk1Uun5deuXoHYNypO/VnrYRWUGqVt3tMCNXGNKYQQHnqccppV1NGV5HdL0FwBmSdex9f5MZFwdUzeV56qp/AS+gf9tE0yeXTLs26Tv9IwM79HlN7PeysxMnEHLqnzdmXcizP2jQ2DRZvmDz64QZT+z0ME3KFmDgjSBJBu6mzeMOmPBDiZBOyRWUTnSQa7brBzCVnW8nQaWo0qyZ+N8HNxEzt9Tj1wxyJlNhuQpIApCMVCUGgPBa2LLu3LL0BlVyrQZwmOQqhFDEgSSLQzZtcg/iWYLJ8OWZpVtI/FNFra2SLMZm8ckndFnimXYwoENtKGvWAesy00gRJoTwwFBlXYNog4wTDUt2WON5SaKi5fRJD0AMpExw3YWJXA8f1+eK/HOPqmQE+/ivL9A3FhH6EREfXE6LIAjRyZUkU1blx6jscffB5NGsPiTR49Xvf5aVvS2prITIOMYyAkekW7/p4lam9EWCTyBaBF7G2YFJbM7EzgsHRkNLAAlrnN5GyBvn/9jYraiG0tFMyhtQGFAEwXkKBiwQ1OjEZnBjgPT+f5fFPRUT+IlbxAEb57lu2oyPc9zB06G40+zfB+zarSwV6XZd8OU9psEQmG0L368jwElLrB2MPwjqmyJq5z9K/Zw9zb3yJ9twl+odXiUKdtaVBdHucHcd2YDqmyv5AKMLij6jRXcO857OP8Z1//ww3zszh5l1knNDregxO9PPBX32IbOkbkMymyo9UmZPMKdWI8+RbRyz6DmXgFb5GrzvE8vVV7IxFJm+RK1QJvAzNxh6mDpa4cXaON545z2OffvAt703XdR751P1sLn2dmXPzDIxXsDM2vbbHxsImg5P9PPJz9/Plf/Yt2rU2fSPlt2yjXe/i5hxKg8X0J1tk4HcaVSiHYTVqe5uSqXz2TRV4AZquIRMN0/be8rjlmLSq77DNP6W6AzDu1J36Tyhh7Ib831Hx0rKOlV1mX/kF9t3X4P2/UuCZL/V45Ts1NldCcpUMmtEBDOqbBsklg73H2hx/qEt5IKF/rMXqnMf6kkUiJWPTPoW+mNV5g+U5S7mD9nR8TxErR6bDdIEHmZFcP28RBoJ8OaLb0jBtSa4YU1sz8H3IZGN2H/bYfajH6z/IMTQZKAmtJxCapFXTyOaVHbqK4VZJs1EosGyp7MpjQSYXp7wRQbk/QUrVTdB8tkmstpsQBhqBJ6hvKOKqaUssR6JpimcRBSJNJYU4UOxB+SYviS2gA4pHItK8D8NU4EcTEikFhi5vAStRulAnxInipUQhCE05OQ5N9PjQZzf5j58f4nt/aPGRX2mgkIxASpX82mnbOK6H7ST0DMHavGR4l8Grz1T49u/MY1trjE0bGPYgXnuVhWsGX/p8mU/9WoORqTaNTfC7OqaVEPiCRtVkbREm9/iM7+pheN9B2g8j7Efeck5JKZG9r6rQLWI1KpCxUr6QOlcKC8PwMHQbRISU8Vu6CELLMjAaQrQfqU+mnEmhVFjReeWcGdTB3AvReUVAzHwKYR7FzD3EzntH6VTnqa9cIpN7gz0nQpxcH4hOCnwA6xEwj/zY78mxxw8xONXP+ecvc+nlqzTWW4zvGWH3XTspDu9HZIdTRcWVdP9sMI8jnHcjjB1v/d4JHTI/h+wm9Faep1ReIVNwAUG3U+DG5RO0W31oOuT7cpx99iIPf+I+dOOtnZYdhyf55N/5IC985VVmzy9QW61jZ2yOPn6QBz96kuHpQQ49sI9n//BF8pU8pnVz2YzjhPX5DQ49vJ/ByXSEIvKqS5GsAaW3vF4SecSRZG1FB3uRsT0j29JdQI3UohtveZ6TsYlj5ajqe5m3PO73fEqDf7byte4AjDt1p/4TSwgDUnWLcv29Cxm8jB6d4V2fMnn0k7tYX91PJPeSy83h1b5G2F0nX4ooVdpq8dAqaMY4IztOMTJ1FQhIEpUkOjIZMTAW0a4ri/NCX4yV3uBsqV00Hab29Vi46uB1FXmz29Y5/7JNZSTkxMMdKsMhcQjv+lSVMBRcPpXB91RXQEpBrpgwua/NG8/l8XuQySmfj2ZVpzQQ05zTyeRiKkMhgSeorSun0cCTOJmE2pqJ0JRPSLaQcOOCw/qixbVzLl5PwzAlhb4Ir6tty3NlojJM4gR0TZFhbz+4bEtw9a0bwlu6I1EkMJ0UZMVsdzeEkCRJat0eaghN3QGHoYYRQd+gx6GTTS68ZrEyC0PjqdeFFOl7UMoix43QDZNmQ1BoLvPSN8B2fAZH0zeS1HDciMk9ITcumLz6dI4nPtGgWTUwbUkmL+kfiWjWIAoNFq7aZHI+g2Md8J6CtwEYJCsQvKgWmqQBWkGNDWQ3bfk00wPWD/pe1YaXniJI3lrxHERLKjF1Wz7SVeBC+oroiq8WQyaUr0T3i0inq14/miVrhWSnBFBMw9Z6ar+NfQjrXgUCfsR4RCZt9XrxGgP9PkNDl+hOL9FfiahvFnn2i4u8/t0zPPSxk5z8wC8j5FpK7szezDJ5p++dVoLsrzA/X+Hqa99laKpMr5unujFKGNzsANiOReiHBH6I+zYAA2Dq4ASTB8ZZX9jE6/hkixn6hkvbr3//R+5mZWaNq6dmyBUyuHkHvxvgdWvsOV7iXZ85vP27muaS2A9D7w8gbqYqJRUf0K7XScI1mnWbL/yrVQL/C0zsH+OJn3+Y0V2KQCrMY8jw1e3xz1b1jZapLs/S62jUNkZve/+dRhfd0P9MjUfgDsC4U3fqP3sJYxxhjCPlh4EEA4vR0taFcgo5egjCM8h4GTBUF8Q8gBA2SZIAbYh6aHTQojXwv4QZXcHNK8KZTCQJBonso1nPsLnqEkcWleE2u06cJfI28XsxmhbRbpqceT7L13+7yLs/2aA8GGGaCR/6xXVOPOxy/bxN4GvkCjGWk/Did4oU+iIaGyaNmlqsZy45FNYjygMRR+5vUx6IyOQSbEeyNGNSGYrYdajHgiNT5Yvk8imXZ75SpN0wFGm0EiKlpNQf06qp7kWhHBMGgkhILEuSJGJbIQMKOMUh+J6S3d6aep3E6fjD13AySgoaK7HDNvkWKYhDkXqGqJGJ0HSSWBLHgtGdXU79sESjajI0rubnCphosG2uJdJFXWPuYkx1LWBih58u6jFqfCEQIqFvSHLljMmxB3V08+YoZ2vkY5gSyxHUNwT5soZrLbz9CRRdAtlKCYIdQANtGEVY7aU8oQyY96rfE3ba3XhTSY+bZmJpxavp89NAMNlT6hVNgD6p3DQ7/1ItilvZHFLxW0hWwfkEwr4XsH50oBeo8Uvvi6rbkbTxmtcYG20zNODQ61aIojXq1QFefGoP3/3tZ8kWMxx++MCP3OabSwgDzd7P+ddv0O6NvW2Hotvq0T/Wp0LRfuS2BIPvQOTMl3N88u98kDeeucAbz5wniTY5ct8CB+/p0D+6juUukXQOIuyHEcYkwv0YMjynPC4SH4RGr9Uj7HaIYpP5G/cyMHGAXtvj+ulZmhstPv3ffZSB8YriopgnlRGYLGyHt5XKTcZ3GTz/7SLXLyaUBgMAGutNOs0ud7/3GDsO35Gp3qk79eeixDvMYIXWB/Zjb5tzoFqlBbDSVqe1EzL3I5MqxEuKp6+PbgdUOSMwePDm85MkwghfQrRnqa2GePoQR57UsSorvPDMNQZHLzA+qRY2PzTZe7dPcz1CiIRuWzI04eN1NeJI0KrpBJ5awIuVkIndPhO7fQbHVNLn1bMOc1fynHikxd6jPXYf7bI8a3Px1Qw3LjrkiwlOxse2I7yewe/9o0E++qub7DvRJZGCXlcDqbgdhpWQzSmgsOV2GUfqj5NRnh4S1c2QqLGOlII4SImv/coxNY51DCsleArodQyiUHHmQMeyBYGn43UFhpmg6TqGaSBEohQiAgJfXRZ1I1EAKdEolwRrSzZIJTPm1vz4FIhYtqRZFbQbBkMTAVEoUmfPm12ZYiWivmng5jQmyu7bnzjSZ7tFo1VQ8/ieuqvXs2kXAQUqkgaYj7z9uSYKKUDo3FRhJHWUA6lI1R8m3Gr3nTSAAIxjN8k3wlSEw3hBuena9/x4cBGvILu/C7IG2jBx8Bq9VoTn5cnlIwwjpFEfoNy/yv3vFnzrD/bw6rff4MD9e98WJPyo2n18mr7hEmvzm4zsGLztscAL8Do+Rx49ePsY4o9R2WKWBz5yD/e+b5qo+RvoooumV9Jj60PwQ2R0BbKfRRi7IP931TGILhGFHZrVDq36AGurx5i9psidbs5h8sA4N87Ocuqpszz5ucfUZ5n5NFIbgPAliJfVZ6EPMrjvg4wtZVlfu8D6wiYApcEiD37sJCc/cPynPnZ/0nUHYNypO/VfQAmtL72T+dGlaQbYD+LaD+JWbv58LL0xVB0SbjF/ihDxVWbPvkLzjbNMHLSoTJXpeTFZZ4aB4WX239XCMAS9bgbJME4uS8aR7D22TCK7JNLE60pi32dyj8eO/T2CAL7+7yt86V/3kyQKpCSxzj/970fZe6zH8Yfa7DzkMbbDJ1OIcTPJ9thny1vJslFra7o+y0QRO6MIokiNMEhNq5o1AycLlptLPRNagEQiCQMdxxSYtkQmCc2ag2mFbCwX6RvKML2/pq7fekIUaoSBgWlFJLEg8CCOHAbHoesNoBsRvu9gW3WlJRZ5oAGJRrctcTKCMBAKEMkEmQj8ngowMy2J5cTMXckyMoW6S33bDzsFlzJWnQp9Uhl6yUSBjMRXktf4BuiTalTxdqVPgLFbZV6IXan2eQvBpSRDfUqBEEBZoDdTe+63ARDakHKkjK4rg6gfUTJ4TXEQ9L0QXScK6rQbJnbGxvdMHLeDafq06hWKfWvsPjrJ1TNrbC5V31FS+k6VLWZ57DMP8o3feIq5C4v0jZQwTINWrU2z2mL/vXs48sj+n2qbP6pE9ANMfQb0PbeoRLIgyhBfQ3pfg+zfUOm0hb8H0SUWTp/iB//hNZz8QXy/eNv2NE1QGihy4cXLPPJz9+NkbISwEe77kPYjKZdDA30YQ1jc/2E48e5jbCxWAaiM9m37b/xZqzsA407dqT9HdetdnFpDLNAOMn3iINMnbv9dKSXgKf8CwBU2anEKVFsegRbdQItnyPWh2vjRIngv40b///bePNyuqjz8/6w9nH2Ge8+585jkJjdzyMiQGJklkiBFUX+tIlZACtXCo9Sh1LYGrU/Fah/aolStfgv2q1XkocoXam0hEBQSAoYkQELmOXeez3z2sH5/rHNP7iU3JMGb3EDW53nOk3P3Xnvvtd/ss9e73vUOO7ju5jaCIMmG/43Q3W7j+4LqBp/JMwSXXFegqjZTLHVf6h1qrT+ECPJAGlVbAnUts5J8LkImNYATdimrkAS+QWqojMHBuTTOvIRYeafqg3cAg/1U1IBhWkhpUSg4JAcTFDwL3x/kwK4aLloRJl4Zo5DL4rt5Al8SiaTxfYOh/hBDAzat88CwG5kydwqNU9to25tncquvfG9EJcgCnucz1AvvviaFW7AZ6vepri+Qz4Fl+1RUK0vN7lci9HU61E5pgPDVY/8n2fPUIB+0K8uB1QrCVD4VshfIgKgBexEi8gcIc2yzvhACwtcggy7wd6oQWSMK/vCySKUK9xwmKCh5H+d8KipCHrWgvBnuq2pmLwQE3UhpIVEaoZQmwghwwlly2XIEAVU1/QR+DN978zL3x2PBpXMJxxw2PrmFwzvbCbyAssoYF65cxEWrlhApO4616BRRIaibQVSPEYIq1LKSt08pf9YMFSVkL6C3x+PArk6mnpcY87yhcIhcOkchVxilLAgjCsbUY9o7EYfmGY3HbD/b0AqGRqMZE2UGjxw7mR3xYhX2dLBHlL8NnQfRq5HSJ1YjufFr+/mDO/fStnMzvpumtjlE7ZQpGM4CpAxB4SmlsFizwLkWEexF5p5WL3FcNZs3F4NZjpA9VJRZVJi1uK5DX9sB8m6UUO1kFrxrKabtIKUL3j7lXFjYSMheR9hNc2Svy0A3RGIFLDvL4YPzOO/K/48LV1UBaUJlvSS7N5Ee2kI+NUA2beHEapm7zMFxciAcLKOby693efz/uBzYWU1lvUEoPEhmyGGw22XqnBTL3pshnxO07Q3R2xnCzYtiqnjBoV0Ou14p46qPVhGu/zyGVT+23I2EUgyyj4K/RykTRh1gqNmsNQOiH0NYM064VCGsKRC9BVl4TlkysJRVRIRV9MewY6j0QbYri4w4NkJBtckWjx97kBxNsbIpAAGWZWGaJr7nY9lm0RF3WJkQFHIZyitjJGrfWhSEEIJZF0xn5vmt9HUM4Lse5dXlRGInV+31pJFDyvJjHMfKIqJFn5WhUZvLKpWy5Ra8UVEow2STWWIV0TGTfb2d0QqGRqMZd4RQJecxZlDRPIOK5mNn6wLAmTd6ozlTDaCyv2gpiatZ3BtwItA4xlgkhA32LLUQEFoM7mLKQuuZkThIsj9FNl1Gzl3Mu5a9j3j16CWnRMt1JFqKlpugD3CRIoEI2lTyI/8QrYsdPvy5Jl5a47L/1b1k+rqJxLJc8uGpXPTeacRryvHy/by26SAb/ruLQi6Lbedw8x5ONMxF71vA0g/fhBE6QdXL0FJV/TP/fDFkMQCzCsKrEM7FY8rkeCin448ig0GQWaTfpWpk+EeKGUkBPJXMyloA3qvKwjFyhi4lBG3K4jFG2OgxmC3gb1DfjQSWPUCkLExqII1pKf8V13VABASBCsWef+lcouW/n6VBCEH1GLkqxg8HsItROGP0VbrKkiFGL1lMWzCF2knVdB3opmlGwyjF0C14JAdSvOu6C86qNN/jgVYwNBrNWYVKl3xif5MTn8dQydPs87GivVRWBlQaVaOSWx33+qZyYFEuHtOV016RKQtg8nzJUG+SQs6lrCI6ygQfisIVn/CZvrSNnb97jVT/APHqKmZeeB6TZzedlLOhEALs+WCdpzKD4pXqhLxVhJEAEgizAWlNVZFM3n4gULkm7PkgfWQmA95utQxglKlolKAbjCpE+H1qaehE1wpdgHQ3qbTYZiP4bVTUgec6CAbJJB36u2wi0TZ62mzK6t7Fsved/5bv7YxhVBf9WjYrS84bLUhBp/JVsVpHbQ5HHa74yMX8178+yYHXD1PdWIkdskkNpBnsGWLGkmksec/8M3cfZwgh5fGKCr8zGRoaIpFIMDg4SDw+fklJgiAgm8wiDINIWRghBIW8Sz6Tx/d89RwKQSaZxTQMKhoSDPWkCDyfysYKvLxH4AdEyiPHfQEN9AyR7k8RBBLbsQhFHfLpHE5YUlZp07Z7ECmgvALy6QFC4TIi5ZW07XyOnrZOsukYk2dXY4ZitB8wSHcfwoqYlNdOI8h3I+QAPinicZdoeYR8Pkzg2WSSLt0H2xjsGUIIh5Z5k/FlObbtMHV2N69t6OXQDqhp8qhrdomV2+zfEcOKJJi6oIIgO0TgpwlMj+SRQ2CZxOuncnjbIZADTJrtkuzJ4xZsnEgF0XIP3wsx2J8gFE7g+SE6Dw4wdQ5UN1gM9vlYZieGIXBzUaQZwvcNUr1DpAazmEaEaFUzIChkMqT6k8TKw0xb2IId7iGf6mWwX3Jkr4VlWUyeFcYrQHrAYKBfUtdchSkKDA1kKKuoJtFQTVnYI1EbEAoVyOUFvqwi8E1yqXYGOiCbqyFa1UBVVT/INId2SQJyVNUVqKkfouAF5JMx8tmAsiqorY2Sy4cxTBPXl2xbtxmwmDR7KkJOQSKxQlnSSRPPK8O0o4ScJIbIY4UcQk4UMxTCkAWccD8EBQa6JGY4iuXEEUSQ5LAsj3AswM104RWyROINdHflyQz4VNbbmGYlpjOJSMzHzR0hP9gNwiYwLARlYEQp5APcgkckZpNLQzolsYwCpu3jRGzKKwRDfVn2b+vHibhEoiaBMJB+GaFYhPLEAEd2duMWHBZc8W6GOrfi5VPUtFxEJBZGShXqWcgJ8jkVWRKKhE5o3pYyX5xJqnbSzxTDNlWxMCGGoy1iJ1xKAJBBBpXYKooQJlJ6xZBOGzHWbPU0IaVU1yUo9eWtn+uojE6kWJWO8XuR+WdVyKrMATbYsxHOZWMmvTr2mlmkn4X8MyrqRHqqMFxwiCDIkcvadB8px3MDfJlAOn/ItCXvO2sdFd+I9HYj0w+BTIHRrKwV0lPKBS4i8mGEc/GYx+595QAv/c9mDm0/gu/6ROMRzrt4NkuvOZ+yitiYx5xtnMoYqhWM35MgCNi2fidb1m6l80A3QkBNcxVmyGLPy3s5sqeTga5BChnlCCYDiWEZmKaBaVuEHAs7ZJOoizNpdhN1k2tZfMV5zL9kTinkaNPTr/LE959ky9rXSA9migqLgRWCcCQgFPbxXPB9iWmoWhPClDS1FJh7YZqL3jPIzAU5gkCQSRkc2B5m79YwLz0TZ9/2MI4TMPeCDPOXZSlLeNghietKDu8JkU3bpJMm2ZRBJmkS+GDaqmiRZQcM9Bo0T3WxHUkhZ2CFJI0tORJVHu0HwkRiLlNm5UlUB1TWeETLVRrqZJ/FYL/J1hdjvLohRtu+MG5BqEySPmQzZimL5KxFGa79417mXpAhFvdwwirsUKAst74Pg32Cvg6HriMh2vYrh8KWWXnqJxcwTVWQLDMkcF1DVe00JL4rcIsWTTdvkB4y6ToSYs/WMF1HbGLxgMATODGf8y9Lct5FGeqaXUKOjxUCJCqcc9Biz2sO/V0W2YzFzs1R2g6EMA2YsSDD4kuSNLa4JAcEsXJJdaOHEw4QhiQzaNJ2yIZAsG97hG0vRWnb7yAEzFqcYdlVQ0ydl0X6qhx3yFHVUQsFg1xGQBCw+7UyNv22jIFeCxmIkoxDjqT1vAzT5mSobVZyzSRN0kMm27dE2fFylHzWJBSW5HOCXEYQiQTE4iqVdzppMtRrUVHjM2VWjuoGDxnA4T0hXnsxxmCvyZRZGQ7ujOIWVApwQ6jCaZmUQT6j1tplMZdEKBxQXe+y6N0pLrhyEMMwCDk2rQvL8V2PjoMGL/+mgm0v1yHMKVy4cjEXrVzMpFLdC4X0u5D5F8DbpBIZBYMqlC8YQOWlsIp5HOqKKaWLkRb2olLRslHn83YXz7dDRWoYler4YLBY6dQEex4itBwxsvLlaUD1Zb3KnyADMOtU30MXHjfseczz+J3I/AYlo6CgEjbZFyGcdyGM8pM7R5BUPgciAqLyxKGp3iG1pJN/BvyOYuazsqLTaEjJEQsVQhxHWvMwnAuPVnN9GyHdbSpaxD+slAsMMGsRznsg9O43lZWUkoGuQdy8S3lV2bg5oJ4p3nYKxgMPPMC3vvUtOjo6WLRoEd/+9rdZuvQ4oVfAI488wpe//GX279/PzJkz+fu//3ve9773ndS1xlPBCIKAZ3++jnWPvQQIEjXlZFNZtq3fyWDPEKZl4rk+2VQO3/WLoe0CWYyLN0yBYRrqYxjUt9QybcEUgkBy0cpFvPemK3ju0Q08dM/DdO7vKikoKmdQUCxUpTLECVQiH6nyCZGo8pg2N0fICXAikqs+3M/iS1OkBgz2bguTSVrs2RrhhSfLuXjVENPm5UgnDbJpVbSqPO6xfXOM/dsjWHZAf7dFX2cI3xfEynwq61VWyELeIBwJSNT4ql5GMX9CLOFz2fv7iVf62DbEq1wixTwHlgWeC2v/XwXPPlaBVyyU1bY/RPcRGylV5U8kpYGtcUqB6z7ZzeTWgqo2OpyYcLj2hQfdbSapQYvKWpWu+she1d+W2VkcRzLYb5EaNMnnDDWOmBLLgmzGIFFdoL8zRC5rUsgLnnuigv07HBqmqHwGU2bmeP8tPdQ0ujgRVe8iCJRyMxw++cSPanhxTZzeTov6ZpeyCk9ldLQDLr9+gOUrk0RiPpmUKu1elghwIgGZlOCX/6eWrS+WYZqScMwn8ASZtEkkGvC+P+5h2VWpUWmzEdDfbfJfP6ph3+vhUoVrtyAoFAzilZ66fq/FlR8cYM75GXrabZL9JgN9Fr97Ok5fp81gn0kmaeD7AtOE8iqPwIfBXpuyhMc1H+tl5sIcQ30W/b3Kr6Kq1sMtCP7nZ5Vsfq6ceJVHc2uBgR6LgS6LQkFVulTZOlXdBcNAFdmywIn4zFmS5oO3dREKqzwWDS0eTliQy1rse72Cpx6dRE9HLTMvaOUDd6xi1gVqiUL6R5Dp/6sqmuKAt0eFTpJDRaGYgFcUUgjMVrCmqBBNZyUivHLUy18WtiAzDxcTW1WCFKqyqexRpm57QdEBsleVco9+FGG/wW9knJCFl5GZR4oz4yp1L8GAuh/nEkTkQye1PCG9w8jMv6vBT1QqC49MK2XBnouIfqK4XDKOfXd3qf8Xd4uSJRbqreQqx0drLkRvwHDOZ3jIORmr0tmMlAX1/Mkk4KioEePtYYX4fTiVMfT3yzwyDjz88MN87nOf45577uHll19m0aJFrFy5kq6urjHbr1u3jhtuuIFbb72VTZs2cf3113P99dfz2muvneGew4Gth3jhiY3Eq+NMnt1EvLqc/q4hPFfNIHPpPL5btFqYAmEcVS4wVAIez/MJx8KEYw7dR/rwXJ/qxko2PvkKW9Zu5ef/8Bj9HQMEQYAhjNKPMhKTxbh+AVLF+Pu+qudQXe8Riwf0ddrUNRcwTMmzj1dwYIcqpFVZ53NkX4itL8a45NpBZi/O0LY/RF+nTWbIorc9xK5XIhzcGaauuYBAkBqwSVS71DYWCKQgnzZxogG9nTaZpCrg5UQCouU+9VPyFPLgFUyq612ciFoiCjxVyyKbFhzZ57D5t+XEK31icZ9ILKAsESgZSXUf4VjAzIU5Jk/P0dNukU8ri44MKBbpUgynyk5U+9RPdkvVNytqVVrqIFAVRssrfOxQUMwCKQg8g3xWWQYGum2q6j2622x8T7B81SBOWBJ4ghnzs3QcdHhxTQLLVq9N32M4lxOmCa+sK+P138XIZwS1jS6TpueJxgIqaj0yKZOyeEA2JcilVT4Ew1T9zqYEHQcc9m6NEC3zqarzKIsHlFf61DYpmf7m8Up6O61SJstCXhB4sOX5cva9HqZ+coGGKQWcqCRe5VPTUCCdNHFzJudfmqSmyeWVF2L0tNtYtmTjM3EGeixaZueYPDOP5xpU1vmUJTwGey2SfTZlcSXLGQtyuAVBx6EQ6SGTZL9F+4EQQSCoqvdwIpKqeo9C1iA1aCIpJpcqyhghMYTaJgyl1Elg1ysxXlpbQT4riJZL2vaFyKSiOGGD5mkF3vPBPoQo0LW/mzU//i3ZVPZojQ7/MJgz1OAr+1EKha1+VARAiJJ7mX9ImbBFHPJrwN9bem5kkELm/p9aQjBnqNBQMkBO+R/IjIqcGE7JLZPI7GPFJZ3xRQaDyOzj6l7MGWqt36gAa6pSdArrVOjnic4jA2Tuv1T2THMWmPVgJFT4pNkK7uvI3LPj23dZQOYeg2A/UFB9N2uV3IzaYlRFB+QfRwZDCCHe9soFgBAhhD0XEVqqCsWdA8rFqTLhCsZ9993Hbbfdxi233MK8efP43ve+RzQa5d/+7d/GbP/P//zPrFq1ii9+8YvMnTuXr33ta5x//vl85zvfOcM9h20v7KSQc0nUKJNjJpWlr72/tN9zPdyCSpFsmEYpYdBwrhsAAshnCoTCIWQQcHD7EcoqYgS+5Fc/eIqetr5iciT1g1TKiir9XcipmeIbU0KGHEms3CeXNejrsqlpdBnqtdj+cox00iTkSLIpg0IO5izJks8Z+O7Ik0i62xycsMQJB/R1WZiWxDTViyEa80knDQa6Q0QiqlT3YM9R861pClrn5CiLe3gFgRORWCG1nCAEeK7Bri0RchmDylqPSCwgnTRIJ01VwrvYh/IKH9NU9TDmLU0jBKSHlMVGBiNEGQzft7p3GUgKeVXKu2lqHjdvYpjguiglRkiVaApU6FheKAVQqNLoA90W5Qmf6Quy9HUP529w6ThoF3s24vqGyi756gsxCgVl0altdovWDYFXEMxanKEs4dPbYTM0YGGaqhiYEOAWDLZtjGIYqmIqHFWYAOomFUgNmuzYFC1ZbQxTkhww2PZSjHi1WtISAiIxXw3ihiqzPtRnkqjx8V3BUJ9FJBbQcdBhoMeiss4lk1LWp7rJBZBgWiq1dj6vFNbZizIEviCXMYjFfayi5cj3BYd2h+jvsqlrzpNJmvR1WUgpRlVIhWLVVaNozSha25ACzxPs2BgtpuUGwwgIArNYwTWguj5Dy8w0hbxL16Ee9mw5oJQFb5dKoU1WORAGeUqVRofLoiu1r9gHV80yjWoVQVF45ehj7m5Vhb/MSZQyj3lH1LFGTJ1nuKiXEGBMUksx7nbGHXerCkE1mo51HDTKAYks/O7E5/EPKQdNowneuBwkQsp51n1ZhfGOF95udV3poyqFjvD1EJb6O8ipNOXutvG7ruasZ0IVjEKhwMaNG1mxYkVpm2EYrFixgvXr1495zPr160e1B1i5cuVx2+fzeYaGhkZ9xouugz1ER6yf5TN53LxbNAGqWXjJYoFg1GqUqqeEMAS+pwYWyzZJD6hyu7FElM793SAlvqcGo6A4qhnG0ffhUcVDlN5LpiUZzjSczyqztmlJejvUrM73VH2HsoqAUDjALQiOnkkdl8sa2KEA3xcU8ur7MKalBotsysCJSGRAUdkp3SqRcokVkqUiU6ap+hQUszh3t4dKg6wVkrgFA68gCIWL15ECw1BLQIEvqKzx8X1BPmeWxDeq03K4tLiquDn8XxCLB/jDKZs9o6gojX6HB4Eq9a2UEh9Q2Rir61w8V5DPGJQlfJxIsajWCOuJADJpk2RRcTAtpeSo+hdKTolqNfAX8gZeQSmaliVL5+k85BAtC0pKRemminU1LEvS12WVdgkByUGraBnxS/drh2SpjWWrPvi+IJtW1zQMSCVNggBs+6jCFysL8P3iJYsrcEEAtc0u6ZRBEAhVyXTEslQuY5LLGCRqPdy8gecaR/9Xhv0uUCUuRDFRlvKZUZVaLUsy0KvuyXPBdsBzfVzXJOT4GIakotankHPxvYDB7iEI+pVFQZSpfymgrBcjX2Nv1OLF0ZwEIqIUhFLT/qKQRygjMjNigAyp5QqGtcmiEhMcnUSMG0G/6utxHTrLwW9Djnz4jnceWUwrPhZGXN3TeN5D0FfM4Z5lzJoowgEKSgEJ+sbvupqznglVMHp6evB9n/r60Qln6uvr6ejoGPOYjo6OU2p/7733kkgkSp/JkyePT+cBJ+rgFrzS38P+FMX3qWLESCZG/iuObhhuEvgS01YvGLfg4URDxYQ0oxUAWVRORiGObhj2yVCzUrU9CNSsGdRAY1hqvV4GaobJiFNKZNHHQA3yqp7CiHXr4gVU7Yfi5c3RLz7fLw4mRaVqWLcSxfsOR1SlSyj6ghlgGMPLPEd7M2xtcPPq+5tF+A1fY6R8fE+Uxhoh1Ogpg9HiE6iZtWlSUgxMSylhQoBhSeVw6o24hxHYtsS0lDI07JMxPHkUgFu8T3UvSnZSitKDEI74uK44KiOGd4mSLG1nhHwl2Ja6pusaJUVk5P9RyVXHkMVnQPm1lL4P68AcVTSOnl8UlVMD25al+iDDnVPLQsqfws0ZGKYsPkNiRJtjXbtGPmVBcFQhEoKiTwwlpVKiloKEoTRpK2QVB3gDpVSYxe8jFJsxq7vI4nEoU/2oaJDhzJTDx5vF/7hhWQfF64x0+BlxvvFkWHk5Lq7ypRjzHt9wHmGgEl2NgSyg7nM872H4XGbRivFGlNKu1sneWXkeNG/OhC+RnG6+9KUvMTg4WPocOnRo3M49+8LpFPJuyQJRXllGLBEFQykZhiGwbLM4c5OlAUPC0aJOUhKKhAiCAN8PaJhWT+CrkNdl115ApCyC5VjIQBbzAygTte8fVR6GZ6fDkxu3oGbghimJV3rkM2oGOm1eTlkSgFi5T2bIoLvNJhIb/WKTgUFV0YQOkKh2KWSN0uw2nzNwnICq+gKZlIkVksQr/RHHQ8fBENmUgWGoAcwbtpIU/SNa52UJfNXPXNYgHFF+GLniNYWAXEZ9dyIBe1+PIAxJecJDiBGv2eFB2QC3oK4lpcC0JZ4r6Dhk40T84iAN2ZSJHxQVKwApCTkB+ZzAdnwGei1CTkAQwIEdYRVRURbQ12VjDCtx4uhHSgjHAlrnZUtWlMFe62gFzZBk37Yw+awgUaN8Y6RUmR2VJSpg9vlZsimjJCOQBEUv11xaOV+2zs2XxrcgEFTWu0xqzdHfaRUVC0muaKlAQi6lSrb7LsTKAyxbWaoaJhUIR31SQ8qB1PMEXe02pklxKQ8sS1mWdr0SIVIWYJgB2YyhlMnis1bd4BKv8ug86BArVzICpYwY4uhQGQSqv8OKolH0wwgCQeu8LBK13JfPCQyhLGW5jEU2HeLAzjCxRJSyqhgt8yaBOVVFhgRdyq9AlI2YMR/NCqkomusx1BKIdAEPERpRQ8Oagcq8mCweaip/hyBXNLXlwGw4ek45oK5pnYaS2NZ0pfwEyWP3yUBZHewlJ/ZdMKcpv4dgbB82ZHfRr6Nu7P1vBWsGmAkghrJUvNFSm1WWE1F+emSnOWuZUAWjpqYG0zTp7Owctb2zs5OGhoYxj2loaDil9o7jEI/HR33GizlLZzBlThMHXz9MNpXDMAyapjdgFpc97GIIqjANfM8vzfyHZ9EItSRkmCap/jSxeIRJMxs48PphGlvreO8nLmfRFfMwi5aRQB6dTWYzanapLBcSz1WDbBBAst9gqN+kqsHFMAPaDjjMXJBlzpIUlXUe/d0WsXKPafPyrPt1nOSASd2kAsXJIoYpmTQ9R3mFT+dhh3ilhxNVfhe5lMDNGySqXWx7ZHSA+i4lpIYMug6HyKbVmnw+qxwtLTvA9ySRMp/W87JMmp7n0G6HTFoQSwTYTkA+L0AoR8Bkv0Vy0CSTMug+bKulheJ4YhZXDCTDSzaQTQsGeg0sWw1afZ0W/V3quFAkIPAhnTKOWlWKg5vnCWLlAUP9Nm5eUDepwL5tYQ7vdahpLNB1OITvCZZcmiLwR1xfFiNJPFhyaYq6yQVMM6D9gE0+owp8FfKC3nYVHVNR7VNW4VHIKZkM+4TMXJClotql64hNIQ+mDV5BOcMe2hNm+vwM0+Zl1TgjASEJObD40hShiKS73SaXMSjkBfmsispwXYOq+gI7t8RIDZrMWZLBKwhsJ6D1vAy5tIpk6eu0yAyZZNOCbNokVuZTVuHT322x73WH9KBJZa0KT/VdQRBIouU+k1oLRKI+g30mhYKgoSWPE1bPYxAUl0YMpZEGfvG5Kv7tuYKKGo9F704SjQXkMgbhqCAczapwa89g64vlpAajmJbJeRfPob6lVmWvDF0G5MHvVkXARBnKyjDseBlClSj3GU5OhdmknDutmSpx1TDmFLCXqJofQb/qpNkMhgPyMBBTxw5n9gy6IHShUkLGG3Ma2AshOFJ0Xh2ePORUunCzGRE6cSIqJaNLgWyxNPvw2pcH3kEggnAuHzNc960izGoIvQuMonOt7FPXKy2JGOrlZC9SGT415wwTmskzFApxwQUXsGbNGq6//npAhX6uWbOGO++8c8xjli9fzpo1a7jrrrtK25588kmWL19+Bno8mlgixvvvWFWq4ufmXZBQ11JLrDJKNpljqDeFaRkEfnGGhyAo/mtYAjtkU8gWcKIhJs1qIjOUZer8yay8+UoqahP86T/cBMCGX73MQNcQga9ePL5rkA8Etq1e6AiBbatZXC5jAT6+C+mkxYJ3pXnvH/YRi4Nl+XQbksoan7IKlw1PVTHYZ3PJNYM0Ts0jDLV+X8gJGqbkaT/okOq3iJb7ZFMm2ZzyRyjkDUKOZNq8DJFYQPeRUEl5ipQFzLswTaEgeOHJOE1TCzS3BoTCUvlsSBVJ8e5rBkkNGRzeE2b3qw59XRbhsMTzht+vgk2/LeO8CzNc9v4BaiflCXylZIxccpESCjlID9r0dZnYNiUHzpmLslghVSmz46BDPmuogRAJUhTvIyAclfS0W5RX+ry+Mcq6XycoT/h0HwkRjgVccs0g0+bmi9ERshQqqxw1BYlqj+XvHSBwYddrUbZvilAWD4hXeVx41RCNU3OqRHhIOZSWV/pYtsQtCLIZwfJrhnjxyTjtBx06DxvIQBKvCph7QZprPt5bdK5UFgDbVopN09Q87/lwPy8+Gadtfwi3oMJvQ+GARJVLb4dNrDwglTSYvSRPWSIgOWhy0ZUppBS8ur6MoX6T6oYC6SEVAVJV62GFlHOv7cD//ryS8y9PUt3gYZouQkhyGZPNz8fY9FwZ4ahPX6eFaSrF0fcgLyCQAq9AMZKEkjIWciQNLXlW3djLpOku+axBvEpQ2xSQSUoO7A6x6TcVbHq+gUmzGnnXH5zPlTdccnSZ0LlEFc3KP6MGX6MSyBTLjAeo5ROJGtTiarYuk2AvVAmQRnj6CyEgcj1SmFDYVEybLYrRJI6adftt6nyiHJyrEJFrT0sEhBAGRD6MFDYUthSTNgnAAmu6ClE9XhGyN57LuRSJD/m1I6JmhMqpEb7mtITZivBK9ZvLPgX+dqW0SamWdczpEL4CEX7/uCo2mrOfCc+D8fDDD3PTTTfx/e9/n6VLl/JP//RP/PznP2f79u3U19fziU98gubmZu69915AhalefvnlfOMb3+Daa6/lZz/7GV//+td5+eWXmT//xKlWT0cmT9/3ObS9je5DPQjDoLG1jkRNOXu2HODwznYGuweRUjLYmyKXzJKojROJhfGlj5CCiroEtZNrMAxBdVMVLfMmlZJsDbPz5b28+F8b2bPlAIVsgbKqGIZhEI751DcXSA2k6W3PMtiTp7oxSTQaEImXkag8iBPuoTyew/cMBrptOg6X0bbfpPOARcEVhGyB6Ugmt6aprveorCsQr/DJ503aD5n4ebMYeqgcBz3foFDc5uYhl4F4ZUC8SlWQHHYo3fFKhPMuzLNgaYogCOjrDmEakki5j1sQZIYM+ntC9HZYeK5AmJLKap+qujx9PSF62x0ySRXd0dzqMnVOjnilSzgiCZf7hMOQSxt0HDbwPZXjoqc9xKHdDtm0QePUHLWNKmS4p9OkvtmjuVXJIZ82yGUNutpMfM8sWVryOQMCcD0D6QkwJE5YUN/iMXVWnlkL00hMBnqUf0x6AA7stnn+15XU1Btc/L5BDuw06ThgkewXLLl0iHkXZShL5NmxqZxCwWBya4F4VYBlSzJpi7a9Klw2kzJo3x/G9cIEgUPztAyVtT47NydwIoLaSTmqavMIwyLwYzjREJW1SSwnSfdBSU+7Q2rIwbDLCYWjhMIeLTP7icZSZJM57JAkmzbp7QqTGpD4vkMoWodTPototICffY3ejhQIn3iNRWogTn9POV1HHMoSPmXlPumUxeHdkt5OaJmZY/5yF6THmkdM3EKOaMzFCkmS/WHSqTBV9R6mkcfNexiWRV2TwXnLcjhhcOK1LLj0/UTLM6QHMxzZ67Dv9TC5bILmGQ20Lmqhprl6zN+cDAaKyaiySAwIPPBeUwOzqAZrEohahGGqVNVm63EHN1V7pEOVIccHowZptiD8fcUZeHGQN0+D5WLMvrSBt7/UF6yZp5Rkq3SuETJSyxNzTqmGyVtB+t1Idzv4+5UFw5qKsGeB0fiOCE3VvA0TbX3nO98pJdpavHgx999/P8uWLQPgiiuuYOrUqTz00EOl9o888gh/8zd/U0q09c1vfnNCEm1pNBqNRnMu8bZTMM4kWsHQaDQajeat8bbK5KnRaDQajeadh1YwNBqNRqPRjDtawdBoNBqNRjPuaAVDo9FoNBrNuKMVDI1Go9FoNOOOVjA0Go1Go9GMO1rB0Gg0Go1GM+5oBUOj0Wg0Gs24oxUMjUaj0Wg0445WMDQajUaj0Yw7WsHQaDQajUYz7mgFQ6PRaDQazbijFQyNRqPRaDTjjjXRHTjTDBePHRoamuCeaDQajUbz9mJ47DyZQuznnIKRTCYBmDx58gT3RKPRaDSatyfJZJJEIvGmbYQ8GTXkHUQQBLS1tVFeXo4QYsw2Q0NDTJ48mUOHDp2w3r1Gy+tU0fI6NbS8Tg0tr1NDy+vUkFKSTCZpamrCMN7cy+Kcs2AYhsGkSZNOqm08HtcP3Cmg5XVqaHmdGlpep4aW16mh5XXynMhyMYx28tRoNBqNRjPuaAVDo9FoNBrNuKMVjDFwHId77rkHx3EmuitvC7S8Tg0tr1NDy+vU0PI6NbS8Th/nnJOnRqPRaDSa04+2YGg0Go1Goxl3tIKh0Wg0Go1m3NEKhkaj0Wg0mnFHKxgajUaj0WjGHa1gjMEDDzzA1KlTCYfDLFu2jBdffHGiu3RW8JWvfAUhxKjPnDlzSvtzuRx33HEH1dXVlJWV8eEPf5jOzs4J7PGZ5Te/+Q3XXXcdTU1NCCH45S9/OWq/lJLVq1fT2NhIJBJhxYoV7Nq1a1Sbvr4+brzxRuLxOBUVFdx6662kUqkzeBdnjhPJ6+abbz7meVu1atWoNueKvO69914uuugiysvLqaur4/rrr2fHjh2j2pzM7+/gwYNce+21RKNR6urq+OIXv4jneWfyVs4IJyOvK6644pjn61Of+tSoNueKvE4XWsF4Aw8//DCf+9znuOeee3j55ZdZtGgRK1eupKura6K7dlZw3nnn0d7eXvo899xzpX1//ud/zuOPP84jjzzCs88+S1tbGx/60IcmsLdnlnQ6zaJFi3jggQfG3P/Nb36T+++/n+9973ts2LCBWCzGypUryeVypTY33ngjW7du5cknn+SJJ57gN7/5DbfffvuZuoUzyonkBbBq1apRz9tPf/rTUfvPFXk9++yz3HHHHbzwwgs8+eSTuK7L1VdfTTqdLrU50e/P932uvfZaCoUC69at40c/+hEPPfQQq1evnohbOq2cjLwAbrvttlHP1ze/+c3SvnNJXqcNqRnF0qVL5R133FH62/d92dTUJO+9994J7NXZwT333CMXLVo05r6BgQFp27Z85JFHSttef/11Ccj169efoR6ePQDyF7/4RenvIAhkQ0OD/Na3vlXaNjAwIB3HkT/96U+llFJu27ZNAvKll14qtfnv//5vKYSQR44cOWN9nwjeKC8ppbzpppvkBz7wgeMecy7Lq6urSwLy2WeflVKe3O/vV7/6lTQMQ3Z0dJTafPe735XxeFzm8/kzewNnmDfKS0opL7/8cvnZz372uMecy/IaL7QFYwSFQoGNGzeyYsWK0jbDMFixYgXr16+fwJ6dPezatYumpiZaW1u58cYbOXjwIAAbN27Edd1RspszZw5TpkzRsgP27dtHR0fHKPkkEgmWLVtWks/69eupqKjgwgsvLLVZsWIFhmGwYcOGM97ns4G1a9dSV1fH7Nmz+fSnP01vb29p37ksr8HBQQCqqqqAk/v9rV+/ngULFlBfX19qs3LlSoaGhti6desZ7P2Z543yGuYnP/kJNTU1zJ8/ny996UtkMpnSvnNZXuPFOVfs7M3o6enB9/1RDxRAfX0927dvn6BenT0sW7aMhx56iNmzZ9Pe3s5Xv/pVLr30Ul577TU6OjoIhUJUVFSMOqa+vp6Ojo6J6fBZxLAMxnq2hvd1dHRQV1c3ar9lWVRVVZ2TMly1ahUf+tCHmDZtGnv27OGv/uqvuOaaa1i/fj2maZ6z8gqCgLvuuouLL76Y+fPnA5zU76+jo2PM52943zuVseQF8LGPfYyWlhaampp45ZVXuPvuu9mxYwf/+Z//CZy78hpPtIKhOWmuueaa0veFCxeybNkyWlpa+PnPf04kEpnAnmneiXz0ox8tfV+wYAELFy5k+vTprF27lquuumoCezax3HHHHbz22muj/J80x+d48hrpq7NgwQIaGxu56qqr2LNnD9OnTz/T3XxHopdIRlBTU4Npmsd4Xnd2dtLQ0DBBvTp7qaioYNasWezevZuGhgYKhQIDAwOj2mjZKYZl8GbPVkNDwzHOxJ7n0dfXp2UItLa2UlNTw+7du4FzU1533nknTzzxBM888wyTJk0qbT+Z319DQ8OYz9/wvncix5PXWCxbtgxg1PN1rslrvNEKxghCoRAXXHABa9asKW0LgoA1a9awfPnyCezZ2UkqlWLPnj00NjZywQUXYNv2KNnt2LGDgwcPatkB06ZNo6GhYZR8hoaG2LBhQ0k+y5cvZ2BggI0bN5baPP300wRBUHr5ncscPnyY3t5eGhsbgXNLXlJK7rzzTn7xi1/w9NNPM23atFH7T+b3t3z5cl599dVRStmTTz5JPB5n3rx5Z+ZGzhAnktdYbN68GWDU83WuyOu0MdFepmcbP/vZz6TjOPKhhx6S27Ztk7fffrusqKgY5Ul8rvL5z39erl27Vu7bt08+//zzcsWKFbKmpkZ2dXVJKaX81Kc+JadMmSKffvpp+bvf/U4uX75cLl++fIJ7feZIJpNy06ZNctOmTRKQ9913n9y0aZM8cOCAlFLKb3zjG7KiokI+9thj8pVXXpEf+MAH5LRp02Q2my2dY9WqVXLJkiVyw4YN8rnnnpMzZ86UN9xww0Td0mnlzeSVTCblF77wBbl+/Xq5b98++dRTT8nzzz9fzpw5U+ZyudI5zhV5ffrTn5aJREKuXbtWtre3lz6ZTKbU5kS/P8/z5Pz58+XVV18tN2/eLH/961/L2tpa+aUvfWkibum0ciJ57d69W/7t3/6t/N3vfif37dsnH3vsMdna2iovu+yy0jnOJXmdLrSCMQbf/va35ZQpU2QoFJJLly6VL7zwwkR36azgIx/5iGxsbJShUEg2NzfLj3zkI3L37t2l/dlsVv7Zn/2ZrKyslNFoVH7wgx+U7e3tE9jjM8szzzwjgWM+N910k5RShap++ctflvX19dJxHHnVVVfJHTt2jDpHb2+vvOGGG2RZWZmMx+PylltukclkcgLu5vTzZvLKZDLy6quvlrW1tdK2bdnS0iJvu+22YxT9c0VeY8kJkA8++GCpzcn8/vbv3y+vueYaGYlEZE1Njfz85z8vXdc9w3dz+jmRvA4ePCgvu+wyWVVVJR3HkTNmzJBf/OIX5eDg4KjznCvyOl3ocu0ajUaj0WjGHe2DodFoNBqNZtzRCoZGo9FoNJpxRysYGo1Go9Foxh2tYGg0Go1Goxl3tIKh0Wg0Go1m3NEKhkaj0Wg0mnFHKxgajUaj0WjGHa1gaDQajUajGXe0gqHRaCaMtWvXIoQ4pkjXRHHFFVdw1113TXQ3NJp3BFrB0GjOUYQQb/r5yle+8pbPvX//foQQpQJSZxtnm2Kj0bwTsSa6AxqNZmJob28vfX/44YdZvXo1O3bsKG0rKyubiG5pNJp3CNqCodGcozQ0NJQ+iUQCIcSobT/72c+YO3cu4XCYOXPm8C//8i+lYz/5yU+ycOFC8vk8AIVCgSVLlvCJT3wCoFQee8mSJQghuOKKK066X8899xyXXnopkUiEyZMn85nPfIZ0Ol3aP3XqVL7+9a/zyU9+kvLycqZMmcK//uu/jjrHunXrWLx4MeFwmAsvvJBf/vKXJYvK/v37ufLKKwGorKxECMHNN99cOjYIAv7iL/6CqqoqGhoafi9LjkZzTjPR1dY0Gs3E8+CDD8pEIlH6+8c//rFsbGyUjz76qNy7d6989NFHZVVVlXzooYeklKrUemtrq7zrrruklFJ+4QtfkFOnTi1Vo3zxxRclIJ966inZ3t4ue3t7x7zucEXV/v5+KaUqox2LxeQ//uM/yp07d8rnn39eLlmyRN58882lY1paWmRVVZV84IEH5K5du+S9994rDcOQ27dvl1JKOTg4KKuqquTHP/5xuXXrVvmrX/1Kzpo1SwJy06ZN0vM8+eijj0pA7tixQ7a3t8uBgQEppZSXX365jMfj8itf+YrcuXOn/NGPfiSFEPJ///d/x1XeGs25gFYwNBrNMQrG9OnT5X/8x3+MavO1r31NLl++vPT3unXrpG3b8stf/rK0LEv+9re/Le3bt29faUB/M96oYNx6663y9ttvH9Xmt7/9rTQMQ2azWSmlUjA+/vGPl/YHQSDr6urkd7/7XSmllN/97ndldXV1qb2UUv7gBz8Y1Z83XneYyy+/XF5yySWjtl100UXy7rvvftP70Gg0x6J9MDQazSjS6TR79uzh1ltv5bbbbitt9zyPRCJR+nv58uV84Qtf4Gtf+xp33303l1xyye997S1btvDKK6/wk5/8pLRNSkkQBOzbt4+5c+cCsHDhwtL+4aWdrq4uAHbs2MHChQsJh8OlNkuXLj3pPow8N0BjY2Pp3BqN5uTRCoZGoxlFKpUC4Ac/+AHLli0btc80zdL3IAh4/vnnMU2T3bt3j9u1//RP/5TPfOYzx+ybMmVK6btt26P2CSEIgmBc+nA6z63RnEtoBUOj0Yyivr6epqYm9u7dy4033njcdt/61rfYvn07zz77LCtXruTBBx/klltuASAUCgHg+/4pXfv8889n27ZtzJgx4y33f/bs2fz4xz8mn8/jOA4AL7300qg2b7V/Go3m5NFRJBqN5hi++tWvcu+993L//fezc+dOXn31VR588EHuu+8+ADZt2sTq1av54Q9/yMUXX8x9993HZz/7Wfbu3QtAXV0dkUiEX//613R2djI4OHhS17377rtZt24dd955J5s3b2bXrl089thj3HnnnSfd94997GMEQcDtt9/O66+/zv/8z//wD//wD4CyRgC0tLQghOCJJ56gu7u7ZLXRaDTjh1YwNBrNMfzJn/wJP/zhD3nwwQdZsGABl19+OQ899BDTpk0jl8vx8Y9/nJtvvpnrrrsOgNtvv50rr7ySP/7jP8b3fSzL4v777+f73/8+TU1NfOADHzip6y5cuJBnn32WnTt3cumll7JkyRJWr15NU1PTSfc9Ho/z+OOPs3nzZhYvXsxf//Vfs3r1aoCSX0ZzczNf/epX+cu//Evq6+tPSYHRaDQnh5BSyonuhEaj0ZxOfvKTn3DLLbcwODhIJBKZ6O5oNOcE2gdDo9G84/j3f/93WltbaW5uZsuWLdx999380R/9kVYuNJoziFYwNBrNO46Ojg5Wr15NR0cHjY2N/OEf/iF/93d/N9Hd0mjOKfQSiUaj0Wg0mnFHO3lqNBqNRqMZd7SCodFoNBqNZtzRCoZGo9FoNJpxRysYGo1Go9Foxh2tYGg0Go1Goxl3tIKh0Wg0Go1m3NEKhkaj0Wg0mnFHKxgajUaj0WjGnf8fYTJ3C0N2Ku8AAAAASUVORK5CYII=", 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" + "
" ] }, "metadata": {}, @@ -640,24 +748,145 @@ } ], "source": [ - "# scatterplot of text_length and word_count\n", - "plt.scatter(df['text_length'], df['word_count'], c=df['is_humor'], alpha=0.5, cmap='viridis')\n", - "plt.title('Text length and word count')\n", - "plt.xlabel('Text length')\n", - "plt.ylabel('Word count')\n", + "scatter_plot('text_length', 'difficult_words', 'Text length and difficult words', 'Text length', 'Difficult words').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 217, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'avg_word_length', 'Text length and average word length', 'Text length', 'Average word length').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 218, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'punctuation_count', 'Text length and punctuation count', 'Text length', 'Punctuation count').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 219, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'richness', 'Text length and richness', 'Text length', 'Richness').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 220, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'stopword_ratio', 'Text length and stopword ratio', 'Text length', 'Stopword ratio').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 221, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'readability', 'Text length and Readability', 'Text length', 'Readability').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 222, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# stripplot of difficult_words\n", + "plt.figure(figsize=(12, 6))\n", + "sns.stripplot(x='difficult_words', data=df, hue='is_humor', jitter=0.4, alpha=0.5)\n", + "plt.title('Difficult words and humor classification')\n", + "plt.xlabel('Difficult words')\n", + "plt.ylabel('Is Humor')\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 223, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -665,37 +894,7 @@ } ], "source": [ - "# scatter text_length and avg_word_length\n", - "plt.scatter(df['text_length'], df['avg_word_length'], c=df['is_humor'], alpha=0.5, cmap='viridis')\n", - "plt.title('Text length and average word length')\n", - "plt.xlabel('Text length')\n", - "plt.ylabel('Average word length')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# scatter text_length and punctuation_count\n", - "plt.scatter(df['text_length'], df['punctuation_count'], c=df['is_humor'], alpha=0.5, cmap='viridis')\n", - "plt.title('Text length and punctuation count')\n", - "plt.xlabel('Text length')\n", - "plt.ylabel('Punctuation count')\n", - "plt.show()" + "scatter_plot('text_length', 'difficult_words', 'Text length and Difficult words ratio', 'Text length', 'Difficult words').show()" ] } ], diff --git a/data_explore_pun.ipynb b/data_explore_pun.ipynb deleted file mode 100644 index b1271aa..0000000 --- a/data_explore_pun.ipynb +++ /dev/null @@ -1,93 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "import pandas as pd\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Load the data\n", - "with open('data/pun_anno/het_dataset.json') as f:\n", - " data = json.load(f)\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "\n", - "# Create a DataFrame\n", - "df = pd.DataFrame(data)\n", - "# df switch columns to rows\n", - "df = df.T" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# hist 'human_rating'\n", - "df['human_rating'].hist()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/gpu_check.py b/gpu_check.py new file mode 100644 index 0000000..e3c2513 --- /dev/null +++ b/gpu_check.py @@ -0,0 +1,16 @@ +import torch + +# Check if CUDA is available +cuda_available = torch.cuda.is_available() +print(f"CUDA available: {cuda_available}") + +if cuda_available: + # Print the current CUDA device + current_device = torch.cuda.current_device() + print(f"Current CUDA device: {current_device}") + + # Print the name of the current CUDA device + device_name = torch.cuda.get_device_name(current_device) + print(f"CUDA device name: {device_name}") +else: + print("CUDA is not available. Please check your CUDA installation and PyTorch configuration.") \ No newline at end of file diff --git a/puns/data_explore_pun.ipynb b/puns/data_explore_pun.ipynb new file mode 100644 index 0000000..5732120 --- /dev/null +++ b/puns/data_explore_pun.ipynb @@ -0,0 +1,93 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Load the data\n", + "with open('data/pun_anno/pun_het.json') as f:\n", + " data = json.load(f)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Create a DataFrame\n", + "df = pd.DataFrame(data)\n", + "# df switch columns to rows\n", + "df = df.T" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# hist 'human_rating'\n", + "df['human_rating'].hist()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/puns/data_explore_pun_new.ipynb b/puns/data_explore_pun_new.ipynb new file mode 100644 index 0000000..fb9ba61 --- /dev/null +++ b/puns/data_explore_pun_new.ipynb @@ -0,0 +1,921 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import textstat\n", + "import nltk\n", + "from nltk.corpus import stopwords\n", + "from nltk.tokenize import word_tokenize\n", + "from nltk.stem import WordNetLemmatizer\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[nltk_data] Downloading package punkt to\n", + "[nltk_data] C:\\Users\\felix\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package punkt is already up-to-date!\n", + "[nltk_data] Downloading package stopwords to\n", + "[nltk_data] C:\\Users\\felix\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package stopwords is already up-to-date!\n", + "[nltk_data] Downloading package wordnet to\n", + "[nltk_data] C:\\Users\\felix\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package wordnet is already up-to-date!\n" + ] + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Download the punkt tokenizer models\n", + "nltk.download('punkt')\n", + "nltk.download('stopwords')\n", + "nltk.download('wordnet')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Read Data" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(1899, 8)\n" + ] + } + ], + "source": [ + "# Load the data from json file\n", + "with open('data/pun_annotated.json') as f:\n", + " data = json.load(f)\n", + "\n", + "# Create a dataframe from the json data\n", + "df = pd.DataFrame(data)\n", + "print(df.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "# Is a Joke? Column sum in is_humor\n", + "df['is_joke_sum'] = df['Is a Joke?'].apply(sum)\n", + "\n", + "# if 4 or more annotators think it is a joke, then it is a joke\n", + "MIN_ANNOTATORS = 4\n", + "df['is_humor'] = df['is_joke_sum'].apply(lambda x: 1 if x >= MIN_ANNOTATORS else 0)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 1020\n", + "0 879\n", + "Name: is_humor, dtype: int64\n" + ] + } + ], + "source": [ + "# count how many is_humor is True\n", + "is_humor = df['is_humor'].value_counts()\n", + "print(is_humor)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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cISEhSk5OlsPhkCRFRUW5vS8qKsq1zuFwKDIy0m19UFCQIiIiXH1+LiMjQ88880wNjAi+wtkHAMCv8emZnoqKCl1zzTWaPn26rr76ao0cOVIPP/ywFi1aVKP7nTx5soqKilzLwYMHa3R/AADA93waepo3b664uDi3to4dOyovL0+SFB0dLUkqKChw61NQUOBaFx0drcLCQrf1Z86c0dGjR119fi40NFRWq9VtAQAAdZtPQ8/111+v3bt3u7Xt2bNHrVu3liTFxsYqOjpaa9euda13Op3atGmT7Ha7JMlut+v48ePKzc119fnoo49UUVGhnj171sIoAADApcCn9/SMGzdO1113naZPn657771Xmzdv1h/+8Af94Q9/kCRZLBaNHTtWzz33nNq1a6fY2Fj9/ve/V4sWLTRgwABJZ88M3X777a7LYmVlZUpLS9OgQYOq9M0tAABgDj4NPddee62WLl2qyZMna9q0aYqNjdXcuXM1ZMgQV58nn3xSxcXFGjlypI4fP64bbrhBq1atUr169Vx93n77baWlpenWW29VQECAkpKS9NJLL/liSAAAwE/59Dk9/oLn9Fz6+PYW6hqe0wP8ukvqOT0AAAC1hdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMgdADAABMIcjXBdR1bSat8HUJAABAnOkBAAAmQegBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACmQOgBAACm4NPQ8/TTT8tisbgtHTp0cK0/ffq0UlNT1aRJEzVs2FBJSUkqKChw20ZeXp4SExPVoEEDRUZG6oknntCZM2dqeygAAMDPBfm6gCuvvFJr1qxxvQ4K+m9J48aN04oVK7RkyRLZbDalpaVp4MCB2rBhgySpvLxciYmJio6O1saNG5Wfn6/hw4crODhY06dPr/WxAAAA/+Xz0BMUFKTo6OhK7UVFRXrttdf0zjvv6JZbbpEkZWZmqmPHjvr000/Vq1cvffjhh/riiy+0Zs0aRUVFqWvXrnr22Wc1ceJEPf300woJCant4QAAAD/l83t69u7dqxYtWuiyyy7TkCFDlJeXJ0nKzc1VWVmZ4uPjXX07dOigVq1aKScnR5KUk5Ojzp07KyoqytUnISFBTqdTu3btuuA+S0pK5HQ63RYAAFC3+TT09OzZU1lZWVq1apUWLlyo/fv368Ybb9SJEyfkcDgUEhKi8PBwt/dERUXJ4XBIkhwOh1vgObf+3LoLycjIkM1mcy0xMTHeHRgAAPA7Pr281bdvX9e/r7rqKvXs2VOtW7fWu+++q/r169fYfidPnqz09HTXa6fTSfABAKCO8/nlrZ8KDw/XFVdcoX379ik6OlqlpaU6fvy4W5+CggLXPUDR0dGVvs117vX57hM6JzQ0VFar1W0BAAB1m1+FnpMnT+rrr79W8+bN1a1bNwUHB2vt2rWu9bt371ZeXp7sdrskyW63a8eOHSosLHT1yc7OltVqVVxcXK3XDwAA/JdPL29NmDBBd955p1q3bq3Dhw9r6tSpCgwM1ODBg2Wz2ZSSkqL09HRFRETIarVq9OjRstvt6tWrlySpT58+iouL07BhwzRr1iw5HA5NmTJFqampCg0N9eXQAACAn/Fp6Dl06JAGDx6sH374Qc2aNdMNN9ygTz/9VM2aNZMkzZkzRwEBAUpKSlJJSYkSEhK0YMEC1/sDAwO1fPlyjRo1Sna7XWFhYUpOTta0adN8NSQAAOCnLIZhGL4uwtecTqdsNpuKioq8fn9Pm0krvLo9AObw7YxEX5cA+L3q/v32q3t6AAAAagqhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmAKhBwAAmIJHoeebb77xdh0AAAA1yqPQ07ZtW91888166623dPr0aW/XBAAA4HUehZ6tW7fqqquuUnp6uqKjo/XII49o8+bN3q4NAADAazwKPV27dtW8efN0+PBhvf7668rPz9cNN9ygTp06afbs2Tpy5Ii36wQAALgoF3Ujc1BQkAYOHKglS5Zo5syZ2rdvnyZMmKCYmBgNHz5c+fn53qoTAADgolxU6Pnss8/02GOPqXnz5po9e7YmTJigr7/+WtnZ2Tp8+LD69+9f5W3NmDFDFotFY8eOdbWdPn1aqampatKkiRo2bKikpCQVFBS4vS8vL0+JiYlq0KCBIiMj9cQTT+jMmTMXMywAAFAHBXnyptmzZyszM1O7d+9Wv3799Oabb6pfv34KCDiboWJjY5WVlaU2bdpUaXtbtmzRq6++qquuusqtfdy4cVqxYoWWLFkim82mtLQ0DRw4UBs2bJAklZeXKzExUdHR0dq4caPy8/M1fPhwBQcHa/r06Z4MDQAA1FEenelZuHCh7r//fh04cEDLli3THXfc4Qo850RGRuq111771W2dPHlSQ4YM0R//+Ec1btzY1V5UVKTXXntNs2fP1i233KJu3bopMzNTGzdu1KeffipJ+vDDD/XFF1/orbfeUteuXdW3b189++yzmj9/vkpLSz0ZGgAAqKM8Cj179+7V5MmT1bx58wv2CQkJUXJy8q9uKzU1VYmJiYqPj3drz83NVVlZmVt7hw4d1KpVK+Xk5EiScnJy1LlzZ0VFRbn6JCQkyOl0ateuXRfcZ0lJiZxOp9sCAADqNo9CT2ZmppYsWVKpfcmSJXrjjTeqvJ3Fixdr69atysjIqLTO4XAoJCRE4eHhbu1RUVFyOByuPj8NPOfWn1t3IRkZGbLZbK4lJiamyjUDAIBLk0ehJyMjQ02bNq3UHhkZWeV7aQ4ePKgxY8bo7bffVr169Twpw2OTJ09WUVGRazl48GCt7h8AANQ+j0JPXl6eYmNjK7W3bt1aeXl5VdpGbm6uCgsLdc011ygoKEhBQUFat26dXnrpJQUFBSkqKkqlpaU6fvy42/sKCgoUHR0tSYqOjq70ba5zr8/1OZ/Q0FBZrVa3BQAA1G0ehZ7IyEh9/vnnldr/85//qEmTJlXaxq233qodO3Zo+/btrqV79+4aMmSI69/BwcFau3at6z27d+9WXl6e7Ha7JMlut2vHjh0qLCx09cnOzpbValVcXJwnQwMAAHWUR19ZHzx4sB5//HE1atRIv/3tbyVJ69at05gxYzRo0KAqbaNRo0bq1KmTW1tYWJiaNGniak9JSVF6eroiIiJktVo1evRo2e129erVS5LUp08fxcXFadiwYZo1a5YcDoemTJmi1NRUhYaGejI0AABQR3kUep599ll9++23uvXWWxUUdHYTFRUVGj58uFefjzNnzhwFBAQoKSlJJSUlSkhI0IIFC1zrAwMDtXz5co0aNUp2u11hYWFKTk7WtGnTvFYDAACoGyyGYRievnnPnj36z3/+o/r166tz585q3bq1N2urNU6nUzabTUVFRV6/v6fNpBVe3R4Ac/h2RqKvSwD8XnX/fnt0puecK664QldcccXFbAIAAKBWeBR6ysvLlZWVpbVr16qwsFAVFRVu6z/66COvFAcAAOAtHoWeMWPGKCsrS4mJierUqZMsFou36wIAAPAqj0LP4sWL9e6776pfv37ergcAAKBGePScnpCQELVt29bbtQAAANQYj0LP+PHjNW/ePF3EF78AAABqlUeXt/7973/r448/1sqVK3XllVcqODjYbf3f/vY3rxQHAADgLR6FnvDwcN11113ergUAAKDGeBR6MjMzvV0HAABAjfLonh5JOnPmjNasWaNXX31VJ06ckCQdPnxYJ0+e9FpxAAAA3uLRmZ4DBw7o9ttvV15enkpKSnTbbbepUaNGmjlzpkpKSrRo0SJv1wkAAHBRPDrTM2bMGHXv3l3Hjh1T/fr1Xe133XWX1q5d67XiAAAAvMWjMz3/+te/tHHjRoWEhLi1t2nTRt99951XCgMAAPAmj870VFRUqLy8vFL7oUOH1KhRo4suCgAAwNs8Cj19+vTR3LlzXa8tFotOnjypqVOn8tMUAADAL3l0eevFF19UQkKC4uLidPr0ad1///3au3evmjZtqr/85S/erhEAAOCieRR6WrZsqf/85z9avHixPv/8c508eVIpKSkaMmSI243NAAAA/sKj0CNJQUFBGjp0qDdrAQAAqDEehZ4333zzF9cPHz7co2IAAABqikehZ8yYMW6vy8rK9OOPPyokJEQNGjQg9AAAAL/j0be3jh075racPHlSu3fv1g033MCNzAAAwC95/NtbP9euXTvNmDGj0lkgAAAAf+C10COdvbn58OHD3twkAACAV3h0T88//vEPt9eGYSg/P1+vvPKKrr/+eq8UBgAA4E0ehZ4BAwa4vbZYLGrWrJluueUWvfjii96oCwAAwKs8Cj0VFRXergMAAKBGefWeHgAAAH/l0Zme9PT0KvedPXu2J7sAAADwKo9Cz7Zt27Rt2zaVlZWpffv2kqQ9e/YoMDBQ11xzjaufxWLxTpUAAAAXyaPQc+edd6pRo0Z644031LhxY0lnH1j4wAMP6MYbb9T48eO9WiQAAMDF8uienhdffFEZGRmuwCNJjRs31nPPPce3twAAgF/yKPQ4nU4dOXKkUvuRI0d04sSJiy4KAADA2zwKPXfddZceeOAB/e1vf9OhQ4d06NAhvf/++0pJSdHAgQO9XSMAAMBF8+ienkWLFmnChAm6//77VVZWdnZDQUFKSUnR888/79UCAQAAvMGj0NOgQQMtWLBAzz//vL7++mtJ0uWXX66wsDCvFgcAAOAtF/Vwwvz8fOXn56tdu3YKCwuTYRjeqgsAAMCrPAo9P/zwg2699VZdccUV6tevn/Lz8yVJKSkpfF0dAAD4JY9Cz7hx4xQcHKy8vDw1aNDA1X7fffdp1apVXisOAADAWzy6p+fDDz/U6tWr1bJlS7f2du3a6cCBA14pDAAAwJs8OtNTXFzsdobnnKNHjyo0NPSiiwIAAPA2j0LPjTfeqDfffNP12mKxqKKiQrNmzdLNN9/steIAAAC8xaPQM2vWLP3hD39Q3759VVpaqieffFKdOnXS+vXrNXPmzCpvZ+HChbrqqqtktVpltVplt9u1cuVK1/rTp08rNTVVTZo0UcOGDZWUlKSCggK3beTl5SkxMVENGjRQZGSknnjiCZ05c8aTYQEAgDrMo9DTqVMn7dmzRzfccIP69++v4uJiDRw4UNu2bdPll19e5e20bNlSM2bMUG5urj777DPdcsst6t+/v3bt2iXp7A3T//znP7VkyRKtW7dOhw8fdnvic3l5uRITE1VaWqqNGzfqjTfeUFZWlp566ilPhgUAAOowi1HNh+uUlZXp9ttv16JFi9SuXTuvFxQREaHnn39ed999t5o1a6Z33nlHd999tyTpq6++UseOHZWTk6NevXpp5cqVuuOOO3T48GFFRUVJOvu06IkTJ+rIkSMKCQmp0j6dTqdsNpuKiopktVq9Op42k1Z4dXsAzOHbGYm+LgHwe9X9+13tMz3BwcH6/PPPPSrul5SXl2vx4sUqLi6W3W5Xbm6uysrKFB8f7+rToUMHtWrVSjk5OZKknJwcde7c2RV4JCkhIUFOp9N1tuh8SkpK5HQ63RYAAFC3eXR5a+jQoXrttde8UsCOHTvUsGFDhYaG6tFHH9XSpUsVFxcnh8OhkJAQhYeHu/WPioqSw+GQJDkcDrfAc279uXUXkpGRIZvN5lpiYmK8MhYAAOC/PHpOz5kzZ/T6669rzZo16tatW6Xf3Jo9e3aVt9W+fXtt375dRUVFeu+995ScnKx169Z5UlaVTZ48Wenp6a7XTqeT4AMAQB1XrdDzzTffqE2bNtq5c6euueYaSdKePXvc+lgslmoVEBISorZt20qSunXrpi1btmjevHm67777VFpaquPHj7ud7SkoKFB0dLQkKTo6Wps3b3bb3rlvd53rcz6hoaE8TwgAAJOpVuhp166d8vPz9fHHH0s6+7MTL730UqVLTBejoqJCJSUl6tatm4KDg7V27VolJSVJknbv3q28vDzZ7XZJkt1u1//93/+psLBQkZGRkqTs7GxZrVbFxcV5rSYAAHDpq1bo+fkXvVauXKni4mKPdz558mT17dtXrVq10okTJ/TOO+/ok08+0erVq2Wz2ZSSkqL09HRFRETIarVq9OjRstvt6tWrlySpT58+iouL07BhwzRr1iw5HA5NmTJFqampnMkBAABuPLqn55xqftu9ksLCQg0fPlz5+fmy2Wy66qqrtHr1at12222SpDlz5iggIEBJSUkqKSlRQkKCFixY4Hp/YGCgli9frlGjRslutyssLEzJycmaNm3aRdUFAADqnmo9pycwMFAOh0PNmjWTJDVq1Eiff/65YmNja6zA2sBzegD4G57TA/y66v79rvblrREjRrguHZ0+fVqPPvpopW9v/e1vf6vOZgEAAGpctUJPcnKy2+uhQ4d6tRgAAICaUq3Qk5mZWVN1AAAA1CiPnsgMAABwqSH0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAUyD0AAAAU/Bp6MnIyNC1116rRo0aKTIyUgMGDNDu3bvd+pw+fVqpqalq0qSJGjZsqKSkJBUUFLj1ycvLU2Jioho0aKDIyEg98cQTOnPmTG0OBQAA+Dmfhp5169YpNTVVn376qbKzs1VWVqY+ffqouLjY1WfcuHH65z//qSVLlmjdunU6fPiwBg4c6FpfXl6uxMRElZaWauPGjXrjjTeUlZWlp556yhdDAgAAfspiGIbh6yLOOXLkiCIjI7Vu3Tr99re/VVFRkZo1a6Z33nlHd999tyTpq6++UseOHZWTk6NevXpp5cqVuuOOO3T48GFFRUVJkhYtWqSJEyfqyJEjCgkJ+dX9Op1O2Ww2FRUVyWq1enVMbSat8Or2AJjDtzMSfV0C4Peq+/fbr+7pKSoqkiRFRERIknJzc1VWVqb4+HhXnw4dOqhVq1bKycmRJOXk5Khz586uwCNJCQkJcjqd2rVr13n3U1JSIqfT6bYAAIC6zW9CT0VFhcaOHavrr79enTp1kiQ5HA6FhIQoPDzcrW9UVJQcDoerz08Dz7n159adT0ZGhmw2m2uJiYnx8mgAAIC/8ZvQk5qaqp07d2rx4sU1vq/JkyerqKjItRw8eLDG9wkAAHwryNcFSFJaWpqWL1+u9evXq2XLlq726OholZaW6vjx425newoKChQdHe3qs3nzZrftnft217k+PxcaGqrQ0FAvjwIAAPgzn57pMQxDaWlpWrp0qT766CPFxsa6re/WrZuCg4O1du1aV9vu3buVl5cnu90uSbLb7dqxY4cKCwtdfbKzs2W1WhUXF1c7AwEAAH7Pp2d6UlNT9c477+jvf/+7GjVq5LoHx2azqX79+rLZbEpJSVF6eroiIiJktVo1evRo2e129erVS5LUp08fxcXFadiwYZo1a5YcDoemTJmi1NRUzuYAAAAXn4aehQsXSpJ69+7t1p6ZmakRI0ZIkubMmaOAgAAlJSWppKRECQkJWrBggatvYGCgli9frlGjRslutyssLEzJycmaNm1abQ0DAABcAvzqOT2+wnN6APgbntMD/LpL+jk9AAAANYXQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATIHQAwAATMGnoWf9+vW688471aJFC1ksFi1btsxtvWEYeuqpp9S8eXPVr19f8fHx2rt3r1ufo0ePasiQIbJarQoPD1dKSopOnjxZi6MAAACXAp+GnuLiYnXp0kXz588/7/pZs2bppZde0qJFi7Rp0yaFhYUpISFBp0+fdvUZMmSIdu3apezsbC1fvlzr16/XyJEja2sIAADgEhHky5337dtXffv2Pe86wzA0d+5cTZkyRf3795ckvfnmm4qKitKyZcs0aNAgffnll1q1apW2bNmi7t27S5Jefvll9evXTy+88IJatGhRa2MBAAD+zW/v6dm/f78cDofi4+NdbTabTT179lROTo4kKScnR+Hh4a7AI0nx8fEKCAjQpk2bar1mAADgv3x6pueXOBwOSVJUVJRbe1RUlGudw+FQZGSk2/qgoCBFRES4+pxPSUmJSkpKXK+dTqe3ygYAAH7Kb8/01KSMjAzZbDbXEhMT4+uSAABADfPb0BMdHS1JKigocGsvKChwrYuOjlZhYaHb+jNnzujo0aOuPuczefJkFRUVuZaDBw96uXoAAOBv/Db0xMbGKjo6WmvXrnW1OZ1Obdq0SXa7XZJkt9t1/Phx5ebmuvp89NFHqqioUM+ePS+47dDQUFmtVrcFAADUbT69p+fkyZPat2+f6/X+/fu1fft2RUREqFWrVho7dqyee+45tWvXTrGxsfr973+vFi1aaMCAAZKkjh076vbbb9fDDz+sRYsWqaysTGlpaRo0aBDf3AIAAG58Gno+++wz3Xzzza7X6enpkqTk5GRlZWXpySefVHFxsUaOHKnjx4/rhhtu0KpVq1SvXj3Xe95++22lpaXp1ltvVUBAgJKSkvTSSy/V+lgAAIB/sxiGYfi6CF9zOp2y2WwqKiry+qWuNpNWeHV7AMzh2xmJvi4B8HvV/fvtt/f0AAAAeBOhBwAAmAKhBwAAmILfPpEZAMyM+wFrB/dOmQtnegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCnUmdAzf/58tWnTRvXq1VPPnj21efNmX5cEAAD8SJ0IPX/961+Vnp6uqVOnauvWrerSpYsSEhJUWFjo69IAAICfqBOhZ/bs2Xr44Yf1wAMPKC4uTosWLVKDBg30+uuv+7o0AADgJy750FNaWqrc3FzFx8e72gICAhQfH6+cnBwfVgYAAPxJkK8LuFjff/+9ysvLFRUV5dYeFRWlr7766rzvKSkpUUlJiet1UVGRJMnpdHq9voqSH72+TQCAd7Qat8TXJZjCzmcSamS75/5uG4ZRpf6XfOjxREZGhp555plK7TExMT6oBgCAus02t2a3f+LECdlstl/td8mHnqZNmyowMFAFBQVu7QUFBYqOjj7veyZPnqz09HTX64qKCh09elRNmjSRxWLxWm1Op1MxMTE6ePCgrFar17Z7KWIuzmIezmIezmIe/ou5OIt5OKuq82AYhk6cOKEWLVpUabuXfOgJCQlRt27dtHbtWg0YMEDS2RCzdu1apaWlnfc9oaGhCg0NdWsLDw+vsRqtVqupD96fYi7OYh7OYh7OYh7+i7k4i3k4qyrzUJUzPOdc8qFHktLT05WcnKzu3burR48emjt3roqLi/XAAw/4ujQAAOAn6kToue+++3TkyBE99dRTcjgc6tq1q1atWlXp5mYAAGBedSL0SFJaWtoFL2f5SmhoqKZOnVrpUpoZMRdnMQ9nMQ9nMQ//xVycxTycVVPzYDGq+j0vAACAS9gl/3BCAACAqiD0AAAAUyD0AAAAUyD0AAAAUyD0XKT58+erTZs2qlevnnr27KnNmzf/Yv8lS5aoQ4cOqlevnjp37qwPPvigliqtWdWZh6ysLFksFrelXr16tVhtzVi/fr3uvPNOtWjRQhaLRcuWLfvV93zyySe65pprFBoaqrZt2yorK6vG66wN1Z2LTz75pNIxYbFY5HA4aqfgGpKRkaFrr71WjRo1UmRkpAYMGKDdu3f/6vvq2ueEJ/NQFz8nFi5cqKuuusr1wD273a6VK1f+4nvq2rEgVX8evHksEHouwl//+lelp6dr6tSp2rp1q7p06aKEhAQVFhaet//GjRs1ePBgpaSkaNu2bRowYIAGDBignTt31nLl3lXdeZDOPmUzPz/ftRw4cKAWK64ZxcXF6tKli+bPn1+l/vv371diYqJuvvlmbd++XWPHjtVDDz2k1atX13ClNa+6c3HO7t273Y6LyMjIGqqwdqxbt06pqan69NNPlZ2drbKyMvXp00fFxcUXfE9d/JzwZB6kuvc50bJlS82YMUO5ubn67LPPdMstt6h///7atWvXefvXxWNBqv48SF48Fgx4rEePHkZqaqrrdXl5udGiRQsjIyPjvP3vvfdeIzEx0a2tZ8+exiOPPFKjdda06s5DZmamYbPZaqk635BkLF269Bf7PPnkk8aVV17p1nbfffcZCQkJNVhZ7avKXHz88ceGJOPYsWO1UpOvFBYWGpKMdevWXbBPXf2c+KmqzIMZPicMwzAaN25s/OlPfzrvOjMcC+f80jx481jgTI+HSktLlZubq/j4eFdbQECA4uPjlZOTc9735OTkuPWXpISEhAv2vxR4Mg+SdPLkSbVu3VoxMTG/mvDrqrp4PFysrl27qnnz5rrtttu0YcMGX5fjdUVFRZKkiIiIC/Yxw3FRlXmQ6vbnRHl5uRYvXqzi4mLZ7fbz9jHDsVCVeZC8dywQejz0/fffq7y8vNJPXURFRV3wPgSHw1Gt/pcCT+ahffv2ev311/X3v/9db731lioqKnTdddfp0KFDtVGy37jQ8eB0OnXq1CkfVeUbzZs316JFi/T+++/r/fffV0xMjHr37q2tW7f6ujSvqaio0NixY3X99derU6dOF+xXFz8nfqqq81BXPyd27Nihhg0bKjQ0VI8++qiWLl2quLi48/aty8dCdebBm8dCnfkZClw67Ha7W6K/7rrr1LFjR7366qt69tlnfVgZfKV9+/Zq37696/V1112nr7/+WnPmzNGf//xnH1bmPampqdq5c6f+/e9/+7oUn6rqPNTVz4n27dtr+/btKioq0nvvvafk5GStW7fugn/w66rqzIM3jwVCj4eaNm2qwMBAFRQUuLUXFBQoOjr6vO+Jjo6uVv9LgSfz8HPBwcG6+uqrtW/fvpoo0W9d6HiwWq2qX7++j6ryHz169KgzASEtLU3Lly/X+vXr1bJly1/sWxc/J86pzjz8XF35nAgJCVHbtm0lSd26ddOWLVs0b948vfrqq5X61uVjoTrz8HMXcyxwectDISEh6tatm9auXetqq6io0Nq1ay94XdJut7v1l6Ts7OxfvI7p7zyZh58rLy/Xjh071Lx585oq0y/VxePBm7Zv337JHxOGYSgtLU1Lly7VRx99pNjY2F99T108LjyZh5+rq58TFRUVKikpOe+6ungsXMgvzcPPXdSx4JXboU1q8eLFRmhoqJGVlWV88cUXxsiRI43w8HDD4XAYhmEYw4YNMyZNmuTqv2HDBiMoKMh44YUXjC+//NKYOnWqERwcbOzYscNXQ/CK6s7DM888Y6xevdr4+uuvjdzcXGPQoEFGvXr1jF27dvlqCF5x4sQJY9u2bca2bdsMScbs2bONbdu2GQcOHDAMwzAmTZpkDBs2zNX/m2++MRo0aGA88cQTxpdffmnMnz/fCAwMNFatWuWrIXhNdedizpw5xrJly4y9e/caO3bsMMaMGWMEBAQYa9as8dUQvGLUqFGGzWYzPvnkEyM/P9+1/Pjjj64+Zvic8GQe6uLnxKRJk4x169YZ+/fvNz7//HNj0qRJhsViMT788EPDMMxxLBhG9efBm8cCoecivfzyy0arVq2MkJAQo0ePHsann37qWnfTTTcZycnJbv3fffdd44orrjBCQkKMK6+80lixYkUtV1wzqjMPY8eOdfWNiooy+vXrZ2zdutUHVXvXua9d/3w5N/bk5GTjpptuqvSerl27GiEhIcZll11mZGZm1nrdNaG6czFz5kzj8ssvN+rVq2dEREQYvXv3Nj766CPfFO9F55sDSW7/O5vhc8KTeaiLnxMPPvig0bp1ayMkJMRo1qyZceutt7r+0BuGOY4Fw6j+PHjzWLAYhmFU//wQAADApYV7egAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegAAgCkQegCYwieffCKLxaLjx4/7uhQAPkLoAeBXRowYIYvFIovFouDgYMXGxurJJ5/U6dOnq7yN3r17a+zYsW5t1113nfLz82Wz2bxcMYBLBb+yDsDv3H777crMzFRZWZlyc3OVnJwsi8WimTNnerzNkJCQOvHr1AA8x5keAH4nNDRU0dHRiomJ0YABAxQfH6/s7GxJ0g8//KDBgwfrN7/5jRo0aKDOnTvrL3/5i+u9I0aM0Lp16zRv3jzXGaNvv/220uWtrKwshYeHa/Xq1erYsaMaNmyo22+/Xfn5+a5tnTlzRo8//rjCw8PVpEkTTZw4UcnJyRowYEBtTgcALyH0APBrO3fu1MaNGxUSEiJJOn36tLp166YVK1Zo586dGjlypIYNG6bNmzdLkubNmye73a6HH35Y+fn5ys/PV0xMzHm3/eOPP+qFF17Qn//8Z61fv155eXmaMGGCa/3MmTP19ttvKzMzUxs2bJDT6dSyZctqfMwAagaXtwD4neXLl6thw4Y6c+aMSkpKFBAQoFdeeUWS9Jvf/MYtmIwePVqrV6/Wu+++qx49eshmsykkJEQNGjT41ctZZWVlWrRokS6//HJJUlpamqZNm+Za//LLL2vy5Mm66667JEmvvPKKPvjgA28PF0AtIfQA8Ds333yzFi5cqOLiYs2ZM0dBQUFKSkqSJJWXl2v69Ol699139d1336m0tFQlJSVq0KBBtffToEEDV+CRpObNm6uwsFCSVFRUpIKCAvXo0cO1PjAwUN26dVNFRcVFjhCAL3B5C4DfCQsLU9u2bdWlSxe9/vrr2rRpk1577TVJ0vPPP6958+Zp4sSJ+vjjj7V9+3YlJCSotLS02vsJDg52e22xWGQYhlfGAMD/EHoA+LWAgAD97ne/05QpU3Tq1Clt2LBB/fv319ChQ9WlSxdddtll2rNnj9t7QkJCVF5eflH7tdlsioqK0pYtW1xt5eXl2rp160VtF4DvEHoA+L177rlHgYGBmj9/vtq1a6fs7Gxt3LhRX375pR555BEVFBS49W/Tpo02bdqkb7/9Vt9//73Hl6NGjx6tjIwM/f3vf9fu3bs1ZswYHTt2TBaLxRvDAlDLCD0A/F5QUJDS0tI0a9YsjR8/Xtdcc40SEhLUu3dvRUdHV/oK+YQJExQYGKi4uDg1a9ZMeXl5Hu134sSJGjx4sIYPHy673a6GDRsqISFB9erV88KoANQ2i8EFbACokoqKCnXs2FH33nuvnn32WV+XA6Ca+PYWAFzAgQMH9OGHH+qmm25SSUmJXnnlFe3fv1/333+/r0sD4AEubwHABQQEBCgrK0vXXnutrr/+eu3YsUNr1qxRx44dfV0aAA9weQsAAJgCZ3oAAIApEHoAAIApEHoAAIApEHoAAIApEHoAAIApEHoAAIApEHoAAIApEHoAAIApEHoAAIAp/D+Cnt4lTTwnSwAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# avg humor rating\n", + "df['humor_rating_avg'] = df['Funniness (1-5)'].apply(np.mean)\n", + "# histogram of humor rating\n", + "plt.hist(df['humor_rating_avg'], bins=5)\n", + "plt.title('Humor Rating')\n", + "plt.xlabel('Rating')\n", + "plt.ylabel('Frequency')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'text'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "File \u001b[1;32mc:\\Users\\felix\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\pandas\\core\\indexes\\base.py:3621\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[1;34m(self, key, method, tolerance)\u001b[0m\n\u001b[0;32m 3620\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m-> 3621\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_engine\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcasted_key\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 3622\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n", + "File \u001b[1;32mc:\\Users\\felix\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\pandas\\_libs\\index.pyx:136\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mc:\\Users\\felix\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\pandas\\_libs\\index.pyx:163\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi:5198\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi:5206\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n", + "\u001b[1;31mKeyError\u001b[0m: 'text'", + "\nThe above exception was the direct cause of the following exception:\n", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[19], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m# 5 sample of is_humor is True\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m5\u001b[39m):\n\u001b[1;32m----> 3\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[43mdf\u001b[49m\u001b[43m[\u001b[49m\u001b[43mdf\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mis_humor\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m==\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43miloc\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mtext\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m)\n\u001b[0;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m()\n", + "File \u001b[1;32mc:\\Users\\felix\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\pandas\\core\\series.py:958\u001b[0m, in \u001b[0;36mSeries.__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m 955\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_values[key]\n\u001b[0;32m 957\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m key_is_scalar:\n\u001b[1;32m--> 958\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_value\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 960\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_hashable(key):\n\u001b[0;32m 961\u001b[0m \u001b[38;5;66;03m# Otherwise index.get_value will raise InvalidIndexError\u001b[39;00m\n\u001b[0;32m 962\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m 963\u001b[0m \u001b[38;5;66;03m# For labels that don't resolve as scalars like tuples and frozensets\u001b[39;00m\n", + "File \u001b[1;32mc:\\Users\\felix\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\pandas\\core\\series.py:1069\u001b[0m, in \u001b[0;36mSeries._get_value\u001b[1;34m(self, label, takeable)\u001b[0m\n\u001b[0;32m 1066\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_values[label]\n\u001b[0;32m 1068\u001b[0m \u001b[38;5;66;03m# Similar to Index.get_value, but we do not fall back to positional\u001b[39;00m\n\u001b[1;32m-> 1069\u001b[0m loc \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlabel\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1070\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mindex\u001b[38;5;241m.\u001b[39m_get_values_for_loc(\u001b[38;5;28mself\u001b[39m, loc, label)\n", + "File \u001b[1;32mc:\\Users\\felix\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\pandas\\core\\indexes\\base.py:3623\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[1;34m(self, key, method, tolerance)\u001b[0m\n\u001b[0;32m 3621\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine\u001b[38;5;241m.\u001b[39mget_loc(casted_key)\n\u001b[0;32m 3622\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[1;32m-> 3623\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[0;32m 3624\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[0;32m 3625\u001b[0m \u001b[38;5;66;03m# If we have a listlike key, _check_indexing_error will raise\u001b[39;00m\n\u001b[0;32m 3626\u001b[0m \u001b[38;5;66;03m# InvalidIndexError. Otherwise we fall through and re-raise\u001b[39;00m\n\u001b[0;32m 3627\u001b[0m \u001b[38;5;66;03m# the TypeError.\u001b[39;00m\n\u001b[0;32m 3628\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_indexing_error(key)\n", + "\u001b[1;31mKeyError\u001b[0m: 'text'" + ] + } + ], + "source": [ + "# 5 sample of is_humor is True\n", + "for i in range(5):\n", + " print(df[df['is_humor'] == True].iloc[i]['text'])\n", + " print()" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "'Trabajo,' the Spanish word for work, comes from the Latin term 'trepaliare,' meaning torture.\n", + "\n", + "I enrolled on some skill training and extra curricula activities that added shape to my weekends and after-work schedule. The more days passed, the more exposed I was to how blindly in love I was with an obsession. It's been months now and we are just cool as men.\n", + "\n", + "Men who ejaculated 21 times or more a month had a lower risk of prostate cancer than those who ejaculated four to seven times a month, according to researchers at Harvard T.H. Chan School of Public Health.\n", + "\n", + "I got REALLY angry today and it wasn't about nothing, but you're going to have to take my word for that.\n", + "\n", + "A dog in Mexico named Frida saved the lives of 12 people who were trapped under rubble after an earthquake in 2017. She has identified a total of 52 bodies throughout her career and is considered a national heroine. She's officially retired.\n", + "\n" + ] + } + ], + "source": [ + "# 5 sample of is_humor is True\n", + "for i in range(5):\n", + " print(df[df['is_humor'] == False].iloc[i]['text'])\n", + " print()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Tokenize" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "metadata": {}, + "outputs": [], + "source": [ + "stop_words = set(stopwords.words('english'))\n", + "lemmatizer = WordNetLemmatizer()" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "metadata": {}, + "outputs": [], + "source": [ + "def preprocess_text(text):\n", + " # Tokenize text\n", + " tokens = word_tokenize(text)\n", + " # Remove stopwords and apply lemmatization\n", + " tokens = [lemmatizer.lemmatize(word) for word in tokens if word.lower() not in stop_words]\n", + " return tokens" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [], + "source": [ + "# tokenization\n", + "df['tokenized_text'] = df['text'].apply(word_tokenize)" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [], + "source": [ + "# standardize tokenized text\n", + "df['standardized_text'] = df['text'].apply(preprocess_text)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Added General Characteristics" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [], + "source": [ + "# count length of each joke\n", + "df['text_length'] = df['text'].apply(len)" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "metadata": {}, + "outputs": [], + "source": [ + "# word count of each joke\n", + "df['word_count'] = df['text'].apply(lambda x: len(x.split()))" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [], + "source": [ + "# avg word length of each joke\n", + "df['avg_word_length'] = df['text'].apply(lambda x: np.mean([len(word) for word in x.split()]))" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [], + "source": [ + "# count of punctuation\n", + "df['punctuation_count'] = df['text'].apply(lambda x: len([c for c in x if c in ['.', ',', '!', '?']]))" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [], + "source": [ + "# stop words / total words\n", + "def remove_stopwords(tokens):\n", + " return [word for word in tokens if word.lower() not in stop_words]\n", + "\n", + "def calculate_stopword_ratio(tokens):\n", + " non_stopwords = remove_stopwords(tokens)\n", + " if len(tokens) == 0:\n", + " return 0\n", + " return 1 - (len(non_stopwords) / len(tokens))\n", + "\n", + "df['stopword_ratio'] = df['tokenized_text'].apply(calculate_stopword_ratio)" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [], + "source": [ + "def calculate_richness(tokens):\n", + " if len(tokens) == 0:\n", + " return 0\n", + " return len(set(tokens)) / len(tokens)\n", + "\n", + "df['richenss'] = df['standardized_text'].apply(calculate_richness)" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'other scores:\\n- flesch_reading_ease\\n- flesch_kincaid_grade\\n- smog_index\\n- coleman_liau_index\\n- automated_readability_index\\n- dale_chall_readability_score\\n- linsear_write_formula\\n- gunning_fog\\n- text_standard\\n'" + ] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def get_readability(text):\n", + " score = textstat.automated_readability_index(text)\n", + " return score\n", + "\n", + "\"\"\"other scores:\n", + "- flesch_reading_ease\n", + "- flesch_kincaid_grade\n", + "- smog_index\n", + "- coleman_liau_index\n", + "- automated_readability_index\n", + "- dale_chall_readability_score\n", + "- linsear_write_formula\n", + "- gunning_fog\n", + "- text_standard\n", + "\"\"\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "metadata": {}, + "outputs": [], + "source": [ + "df['readability'] = df['text'].apply(get_readability)" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": {}, + "outputs": [], + "source": [ + "def get_difficult_words(text):\n", + " score = textstat.difficult_words(text) / len(text.split())\n", + " return score" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "metadata": {}, + "outputs": [], + "source": [ + "df['difficult_words'] = df['text'].apply(get_difficult_words)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plots of Characteristics" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def hist_compare(df, column, title):\n", + " print(df.groupby('is_humor')[column].agg(['mean', 'min', 'max', 'std']))\n", + " plt.hist(df[df['is_humor'] == True][column], bins=20, alpha=0.5, label='is_humor=True')\n", + " plt.hist(df[df['is_humor'] == False][column], bins=20, alpha=0.5, label='is_humor=False')\n", + " plt.title(title)\n", + " plt.xlabel(column)\n", + " plt.ylabel('Count')\n", + " plt.legend()\n", + " return plt" + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 122.351695 8 286 62.714395\n", + "1 107.076440 10 280 44.714322\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of length of jokes\n", + "hist_compare(df, 'text_length', 'Length of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 171, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 21.932855 1 63 11.166029\n", + "1 20.240268 2 57 8.590675\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of word count of jokes\n", + "hist_compare(df, 'word_count', 'Word count of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 172, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 4.663354 2.857143 9.0 0.685291\n", + "1 4.400999 2.700000 11.2 0.591486\n" + ] + }, + { + "data": { + "image/png": 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+jO+++w6ff/45RowYgW3btmH9+vUYNmwYmjZtivv372PLli2Qy+UYMGCATvaLqNL0eo8bkcQMHjxYsLCwEAoLC585ZuzYsYKpqanw559/CoLw+HZyJycnAYCwdOnSCtf5/fffhYEDBwqWlpZCo0aNhBkzZgjff/+9AEA4duzYC+tSq9WCsbGxYGNjI5SUlIjtX3/9tQBAGD16dIXrrV27VmjZsqVgamoqKJVKYeLEicK9e/e0xvTo0UPw8vKqcP07d+4Io0ePFuRyuaBQKITRo0cLJ0+erNZt92VOnjwpDB8+XGjQoIFgbm4uuLi4CCNHjhQSEhLEMWW33d++fVtr3a1bt5a7db6wsFCYNGmSYGdnJ1hbWwtDhw4VMjIyBADC8uXLtdb/8MMPhcaNGwtGRkZa8wAQJk2aVG4fnr71/VlycnKEcePGCQ0bNhTMzMyE1q1bV/jzeZnb7gVBEH777TdhxIgRgq2trWBhYSF06tRJ2L17t9aYJ2+7f9Ls2bMFAMLatWvFts2bNwsdOnQQLC0tBRsbG6F169bC7NmzhZs3bwqC8PhxDm+99Zbg7OwsmJubC/b29sKgQYOE48ePV2ofiHRJJgh19Io+InquqKgoTJs2DX/88QcaN26s73JeKenp6fD29sbXX3+N4OBgfZdTLU5OTggMDMQXX3yh71KIDAKvISJ6Bfz1119ayw8fPsSmTZvg7u7OMPSSnv7ZAo/DppGRkdaF5nVJcXEx7ty5Iz5Rm4h4DRHRK2H48OFwdnZGu3btkJ+fj6+//hoXL16U1Atja0pkZCTS0tLQq1cvmJiYYM+ePdizZw9CQ0Ph5OSk7/KqbO/evYiNjcVff/2FPn366LscIoPBU2ZEr4CoqCh88cUXuHr1KkpLS+Hp6YnZs2eXuyONqi4+Ph6LFy/G+fPnUVBQAGdnZ4wePRrz5s2DiUnd+zdlr169cOXKFUycOFF8yS4RMRARERER8RoiIiIiIgYiIiIikry6dwJcDzQaDW7evAkbG5saezw/ERER6ZYgCLh//z5UKtUzHy5ahoGoEm7evFkn7yYhIiIi4Pr161pP268IA1EllD0a//r165DL5XquhoiIiCpDrVbDycmpUq+4YSCqhLLTZHK5nIGIiIiojqnM5S68qJqIiIgkj4GIiIiIJI+BiIiIiCSP1xAREZHOaDQaPHr0SN9lkISYmZm98Jb6ymAgIiIinXj06BEyMzOh0Wj0XQpJiJGREdzc3GBmZvZS8zAQERHRSxMEAbdu3YKxsTGcnJx08i92ohcpe3DyrVu34Ozs/FIPT2YgIiKil1ZSUoIHDx5ApVKhXr16+i6HJKRRo0a4efMmSkpKYGpqWu15GOGJiOillZaWAsBLn7Ygqqqyv3Nlfweri4GIiIh0hu97pNqmq79zDEREREQkeQxEREQkWT179kR4eLje5yD940XVRERUY1bFX6rV7U3r27xK43fs2PFSF+K+6q5evQo3N7fnjtm6dSvGjh1bOwXVIAYiIiKSLDs7O32XUKsEQUBpaSlMTCr39e/k5IRbt26Jy5999hni4uKwb98+sU2hUIh/Li0thUwmq5OPXah7FRMREenIk6e71q9fD3d3d1hYWECpVGLEiBGVnkej0WD27Nmws7ODg4MDFi1aJPZdvXoVMpkM6enpYlteXh5kMhkSExMBAImJiZDJZNi7dy+8vb1haWmJ3r17Izc3F3v27IGHhwfkcjnefvttPHjwQJynqKgIU6ZMgb29PSwsLPD6668jNTVV7C+bd8+ePejQoQPMzc1x+PDhSu+XsbExHBwcxI+1tTVMTEzE5bi4ODg6OuKHH36Ap6cnzM3NkZWVVeFpxKFDh2odSSoqKsLMmTPRuHFjWFlZwdfXV/x56AMDERERSd7x48cxZcoULFmyBBkZGYiLi0P37t0rvf62bdtgZWWFlJQUREZGYsmSJYiPj69yHYsWLcLatWtx9OhRXL9+HSNHjkRUVBS2b9+On376Cb/88gvWrFkjjp89eza+//57bNu2DSdOnECzZs0QGBiIu3fvas0bERGB5cuX48KFC2jTpg0OHToEa2vr535iYmIqVfODBw/wySef4IsvvsC5c+dgb29fqfXCwsKQnJyM2NhYnD59Gm+++Sb69euHy5cvV/4HpkM8ZUYGp6auOajqtQVEJB1ZWVmwsrLCoEGDYGNjAxcXF3h7e1d6/TZt2mDhwoUAAHd3d6xduxYJCQno27dvlepYunQpunbtCgAYP3485s6di99++w1NmjQBAIwYMQIHDhzAnDlzUFhYiA0bNiA6Ohr9+/cHAGzZsgXx8fH48ssvMWvWLHHeJUuWaNXi4+OjdcSqIkqlslI1FxcXY/369Wjbtm2l9zMrKwtbt25FVlYWVCoVAGDmzJmIi4vD1q1b8fHHH1d6Ll1hICIiIsnr27cvXFxc0KRJE/Tr1w/9+vXDsGHDKv3U7TZt2mgtOzo6Ijc3t8p1PDmPUqlEvXr1xDBU1vbrr78CAH777TcUFxeLAQoATE1N0alTJ1y4cEFrXh8fH61lS0tLNGvWrMr1VcTMzKzc/r/ImTNnUFpaiubNtf+hWlRUhAYNGuikrqpiICIiIsmzsbHBiRMnkJiYiF9++QULFizAokWLkJqaCltb2xeu//SdajKZTHzJbdkFxoIgiP3FxcUvnEcmkz133qqwsrLSWj506JB4VOlZNm3ahODg4BfObWlpWe7hiEZGRlr7C2jvc0FBAYyNjZGWlgZjY2OtcdbW1i/cZk1gICIiIgJgYmICf39/+Pv7Y+HChbC1tcX+/fsxfPjwl5q3UaNGAIBbt26Jp+FedLqqMpo2bQozMzMcOXIELi4uAB6HjtTU1Bc+F0mXp8wq0qhRI62700pLS3H27Fn06tULAODt7Y3S0lLk5uaiW7du1d6OLjEQERGR5O3evRu///47unfvjvr16+Pnn3+GRqNBixYtXnpuS0tLdO7cGcuXL4ebmxtyc3PxwQcfvPS8VlZWmDhxImbNmgU7Ozs4OzsjMjISDx48wPjx419Yk65OmVWkd+/emD59On766Sc0bdoUK1euRF5entjfvHlzBAcHY8yYMVixYgW8vb1x+/ZtJCQkoE2bNhg4cGCN1fYsDERERFRj6srNDLa2ttixYwcWLVqEhw8fwt3dHd988w28vLx0Mv9XX32F8ePHo0OHDmjRogUiIyMREBDw0vMuX74cGo0Go0ePxv379+Hj44O9e/eifv36Oqi6+t59912cOnUKY8aMgYmJCaZNmyYeHSqzdetWLF26FDNmzMCNGzfQsGFDdO7cGYMGDdJLzTLh6ZN8VI5arYZCoUB+fj7kcrm+y3nl8S4zorrn4cOHyMzMhJubGywsLPRdDknI8/7uVeX7m88hIiIiIsljICIiInqGrKys5z68MCsrS98lko7wGiIiIqJnUKlUz70bq+yhglT3MRARERE9g4mJSY3ejUWGg6fMiIiISPIYiIiIiEjyGIiIiIhI8hiIiIiISPIYiIiIiEjyGIiIiEiyevbs+cIXodbGHK+yRYsWoV27dvou44V42z0REdWcA8tqd3u95lZp+I4dO2BqalpDxbw6evbsiYMHD5ZrLy4uhonJqxEleISIiIgky87ODjY2Nvouo9YIgoCSkpJqrTthwgTcunVL6/OqhCFAz4EoKSkJgwcPhkqlgkwmw65du5459h//+AdkMhmioqK02u/evYvg4GDI5XLY2tpi/PjxKCgo0Bpz+vRpdOvWDRYWFnByckJkZGQN7A0REdU1T57uWr9+Pdzd3WFhYQGlUokRI0ZUeh6NRoPZs2fDzs4ODg4OWLRokdh39epVyGQyrSde5+XlQSaTITExEQCQmJgImUyGvXv3wtvbG5aWlujduzdyc3OxZ88eeHh4QC6X4+2338aDBw/EeYqKijBlyhTY29vDwsICr7/+OlJTU8X+snn37NmDDh06wNzcHIcPH67Wz6pevXpwcHDQ+gDAnDlz0Lx5c9SrVw9NmjTB/PnzUVxc/Mx5EhMT0alTJ1hZWcHW1hZdu3bFtWvXxP7//e9/aN++PSwsLNCkSRMsXry42iGuKvQaiAoLC9G2bVusW7fuueN27tyJY8eOVfiI9ODgYJw7dw7x8fHYvXs3kpKSEBoaKvar1WoEBATAxcUFaWlp+PTTT7Fo0SJs3rxZ5/tDRER10/HjxzFlyhQsWbIEGRkZiIuLQ/fu3Su9/rZt22BlZYWUlBRERkZiyZIliI+Pr3IdixYtwtq1a3H06FFcv34dI0eORFRUFLZv346ffvoJv/zyC9asWSOOnz17Nr7//nts27YNJ06cQLNmzRAYGIi7d+9qzRsREYHly5fjwoULaNOmDQ4dOvTcd7RZW1sjJiamUjXb2NggOjoa58+fx+eff44tW7Zg1apVFY4tKSnB0KFD0aNHD5w+fRrJyckIDQ2FTCYDABw6dAhjxozB1KlTcf78eWzatAnR0dH46KOPqvyzrCq9Huvq378/+vfv/9wxN27cwOTJk7F3714MHDhQq+/ChQuIi4tDamoqfHx8AABr1qzBgAED8Nlnn0GlUiEmJgaPHj3CV199BTMzM3h5eSE9PR0rV67UCk5ERCRdWVlZsLKywqBBg2BjYwMXFxd4e3tXev02bdpg4cKFAAB3d3esXbsWCQkJ6Nu3b5XqWLp0Kbp27QoAGD9+PObOnYvffvsNTZo0AQCMGDECBw4cwJw5c1BYWIgNGzYgOjpa/C7dsmUL4uPj8eWXX2LWrFnivEuWLNGqxcfH57nvaAMApVKptbx+/Xp88cUX4vJ7772HFStW4IMPPhDbXF1dMXPmTMTGxmL27Nnl5lSr1cjPz8egQYPQtGlTAICHh4fYv3jxYkRERCAkJAQA0KRJE3z44YeYPXu2+POtKQZ98k+j0WD06NGYNWsWvLy8yvUnJyfD1tZWDEMA4O/vDyMjI6SkpGDYsGFITk5G9+7dYWZmJo4JDAzEJ598gnv37qF+/frl5i0qKkJRUZG4rFardbxnRERkSPr27QsXFxc0adIE/fr1Q79+/TBs2DDUq1evUuu3adNGa9nR0RG5ublVruPJeZRKpXga6sm2X3/9FQDw22+/obi4WAxQAGBqaopOnTrhwoULWvM++T0JAJaWllV+R1twcDDmzZsnLtva2gIAvv32W6xevRq//fYbCgoKUFJSArlcXuEcdnZ2GDt2LAIDA9G3b1/4+/tj5MiRcHR0BACcOnUKR44c0ToiVFpaiocPH+LBgweV/n1Uh0FfVP3JJ5/AxMQEU6ZMqbA/Ozsb9vb2Wm0mJiaws7NDdna2OObplFu2XDbmacuWLYNCoRA/Tk5OL7srRERkwGxsbHDixAl88803cHR0xIIFC9C2bVvk5eVVav2n71STyWTQaDQAACOjx1+1giCI/c+6xubJeWQy2XPnrQorKyut5eqcMlMoFGjWrJn4adiwIZKTkxEcHIwBAwZg9+7dOHnyJObNm4dHjx49s5atW7ciOTkZXbp0wbfffovmzZvj2LFjAICCggIsXrwY6enp4ufMmTO4fPkyLCwsqrzfVWGwR4jS0tLw+eef48SJE+K5xdoyd+5cTJ8+XVxWq9UMRURErzgTExP4+/vD398fCxcuhK2tLfbv34/hw4e/1LyNGjUCANy6dUs8Dfei01WV0bRpU5iZmeHIkSNwcXEB8DhopaamvvC5SNU5ZVaRo0ePwsXFRevI0ZMXSD+Lt7c3vL29MXfuXPj5+WH79u3o3Lkz2rdvj4yMjCofvdIFgw1Ehw4dQm5uLpydncW20tJSzJgxA1FRUbh69SocHBzKHZIsKSnB3bt3xavfHRwckJOTozWmbLlszNPMzc1hbm6uy90hIiIDtnv3bvz+++/o3r076tevj59//hkajQYtWrR46bktLS3RuXNnLF++HG5ubsjNzdW67qa6rKysMHHiRMyaNQt2dnZwdnZGZGQkHjx4gPHjx7+wJl2EDnd3d2RlZSE2NhYdO3bETz/9hJ07dz5zfGZmJjZv3owhQ4ZApVIhIyMDly9fxpgxYwAACxYswKBBg+Ds7IwRI0bAyMgIp06dwtmzZ7F06dKXrvd5DPaU2ejRo3H69Gmtw2YqlQqzZs3C3r17AQB+fn7Iy8tDWlqauN7+/fuh0Wjg6+srjklKStI6PBkfH48WLVpUeP0QERFJj62tLXbs2IHevXvDw8MDGzduxDfffFPh9avV8dVXX6GkpAQdOnRAeHi4zr7cly9fjqCgIIwePRrt27fHlStXsHfv3lr7fhsyZAimTZuGsLAwtGvXDkePHsX8+fOfOb5evXq4ePEigoKC0Lx5c4SGhmLSpEl47733ADy+xnf37t345Zdf0LFjR3Tu3BmrVq0Sj4DVJJnw5EnNWlZQUIArV64AeHz4bOXKlejVq5eYdJ/m6uqK8PBwrUOB/fv3R05ODjZu3Iji4mKMGzcOPj4+2L59OwAgPz8fLVq0QEBAAObMmYOzZ8/i3XffxapVqyp9l5larYZCoUB+fv4zLxQj3VkVf6lG5p3Wt3mNzEtEwMOHD5GZmQk3N7cav9aD6EnP+7tXle9vvZ4yO378OHr16iUul123ExISgujo6ErNERMTg7CwMPTp0wdGRkYICgrC6tWrxX6FQoFffvkFkyZNQocOHdCwYUMsWLCAt9wTERGRSK+BqGfPnqjKAaqrV6+Wa7OzsxOPBj1L2UOoiIiIqiIrKwuenp7P7D9//nyFZzSo7jHYi6qJiIj0TaVSPfdurIreoEB1EwMRERHRM5iYmOjlFnCqfQZ7lxkREdU9erxPhyRKV3/nGIiIiOilGRsbA8Bzn1BMVBPK/s6V/R2sLp4yIyKil2ZiYoJ69erh9u3bMDU1FV9XQVSTNBoNbt++jXr16sHE5OUiDQMRERG9NJlMBkdHR2RmZlbq1Q1EumJkZARnZ+eXfs0XAxEREemEmZkZ3N3dedqMapWZmZlOjkgyEBERkc4YGRnxSdVUJ/EkLxEREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUmeib4LIKotq+Iv1djc0/o2r7G5iYio5vEIEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJnl4DUVJSEgYPHgyVSgWZTIZdu3aJfcXFxZgzZw5at24NKysrqFQqjBkzBjdv3tSa4+7duwgODoZcLoetrS3Gjx+PgoICrTGnT59Gt27dYGFhAScnJ0RGRtbG7hEREVEdoddAVFhYiLZt22LdunXl+h48eIATJ05g/vz5OHHiBHbs2IGMjAwMGTJEa1xwcDDOnTuH+Ph47N69G0lJSQgNDRX71Wo1AgIC4OLigrS0NHz66adYtGgRNm/eXOP7R0RERHWDTBAEQd9FAIBMJsPOnTsxdOjQZ45JTU1Fp06dcO3aNTg7O+PChQvw9PREamoqfHx8AABxcXEYMGAA/vjjD6hUKmzYsAHz5s1DdnY2zMzMAAARERHYtWsXLl68WKna1Go1FAoF8vPzIZfLX3pf6flq8nlBNYXPISIiMjxV+f6uU9cQ5efnQyaTwdbWFgCQnJwMW1tbMQwBgL+/P4yMjJCSkiKO6d69uxiGACAwMBAZGRm4d+9ehdspKiqCWq3W+hAREdGrq84EoocPH2LOnDl46623xJSXnZ0Ne3t7rXEmJiaws7NDdna2OEapVGqNKVsuG/O0ZcuWQaFQiB8nJydd7w4REREZkDoRiIqLizFy5EgIgoANGzbU+Pbmzp2L/Px88XP9+vUa3yYRERHpj8G/y6wsDF27dg379+/XOgfo4OCA3NxcrfElJSW4e/cuHBwcxDE5OTlaY8qWy8Y8zdzcHObm5rrcDSIiIjJgBn2EqCwMXb58Gfv27UODBg20+v38/JCXl4e0tDSxbf/+/dBoNPD19RXHJCUlobi4WBwTHx+PFi1aoH79+rWzI0RERGTQ9BqICgoKkJ6ejvT0dABAZmYm0tPTkZWVheLiYowYMQLHjx9HTEwMSktLkZ2djezsbDx69AgA4OHhgX79+mHChAn49ddfceTIEYSFhWHUqFFQqVQAgLfffhtmZmYYP348zp07h2+//Raff/45pk+frq/dJiIiIgOj19vuExMT0atXr3LtISEhWLRoEdzc3Cpc78CBA+jZsyeAxw9mDAsLw48//ggjIyMEBQVh9erVsLa2FsefPn0akyZNQmpqKho2bIjJkydjzpw5la6Tt93XLt52T0REulCV72+DeQ6RIWMgql0MREREpAuv7HOIiIiIiGoCAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSZ5eA1FSUhIGDx4MlUoFmUyGXbt2afULgoAFCxbA0dERlpaW8Pf3x+XLl7XG3L17F8HBwZDL5bC1tcX48eNRUFCgNeb06dPo1q0bLCws4OTkhMjIyJreNSIiIqpD9BqICgsL0bZtW6xbt67C/sjISKxevRobN25ESkoKrKysEBgYiIcPH4pjgoODce7cOcTHx2P37t1ISkpCaGio2K9WqxEQEAAXFxekpaXh008/xaJFi7B58+Ya3z8iIiKqG2SCIAj6LgIAZDIZdu7ciaFDhwJ4fHRIpVJhxowZmDlzJgAgPz8fSqUS0dHRGDVqFC5cuABPT0+kpqbCx8cHABAXF4cBAwbgjz/+gEqlwoYNGzBv3jxkZ2fDzMwMABAREYFdu3bh4sWLlapNrVZDoVAgPz8fcrlc9ztPWlbFX9J3CVU2rW9zfZdARERPqcr3t8FeQ5SZmYns7Gz4+/uLbQqFAr6+vkhOTgYAJCcnw9bWVgxDAODv7w8jIyOkpKSIY7p37y6GIQAIDAxERkYG7t27V+G2i4qKoFartT5ERET06jLYQJSdnQ0AUCqVWu1KpVLsy87Ohr29vVa/iYkJ7OzstMZUNMeT23jasmXLoFAoxI+Tk9PL7xAREREZLIMNRPo0d+5c5Ofni5/r16/ruyQiIiKqQQYbiBwcHAAAOTk5Wu05OTlin4ODA3Jzc7X6S0pKcPfuXa0xFc3x5DaeZm5uDrlcrvUhIiKiV5fBBiI3Nzc4ODggISFBbFOr1UhJSYGfnx8AwM/PD3l5eUhLSxPH7N+/HxqNBr6+vuKYpKQkFBcXi2Pi4+PRokUL1K9fv5b2hoiIiAyZiT43XlBQgCtXrojLmZmZSE9Ph52dHZydnREeHo6lS5fC3d0dbm5umD9/PlQqlXgnmoeHB/r164cJEyZg48aNKC4uRlhYGEaNGgWVSgUAePvtt7F48WKMHz8ec+bMwdmzZ/H5559j1apV+tjlV0ZdvBOMiIjoWfQaiI4fP45evXqJy9OnTwcAhISEIDo6GrNnz0ZhYSFCQ0ORl5eH119/HXFxcbCwsBDXiYmJQVhYGPr06QMjIyMEBQVh9erVYr9CocAvv/yCSZMmoUOHDmjYsCEWLFig9awiIiIikjaDeQ6RIeNziMrjESJtfA4REZHheSWeQ0RERERUWxiIiIiISPIYiIiIiEjyGIiIiIhI8hiIiIiISPIYiIiIiEjyGIiIiIhI8hiIiIiISPIYiIiIiEjyGIiIiIhI8hiIiIiISPIYiIiIiEjyGIiIiIhI8hiIiIiISPIYiIiIiEjyGIiIiIhI8hiIiIiISPIYiIiIiEjyGIiIiIhI8hiIiIiISPIYiIiIiEjyGIiIiIhI8hiIiIiISPIYiIiIiEjyGIiIiIhI8qoViJo0aYI7d+6Ua8/Ly0OTJk1euigiIiKi2lStQHT16lWUlpaWay8qKsKNGzdeuigiIiKi2mRSlcE//PCD+Oe9e/dCoVCIy6WlpUhISICrq6vOiiMiIiKqDVUKREOHDgUAyGQyhISEaPWZmprC1dUVK1as0FlxRERERLWhSoFIo9EAANzc3JCamoqGDRvWSFFEREREtalKgahMZmamrusgIiIi0ptqBSIASEhIQEJCAnJzc8UjR2W++uqrly6MiIiIqLZUKxAtXrwYS5YsgY+PDxwdHSGTyXRdFxEREVGtqVYg2rhxI6KjozF69Ghd10NERERU66r1HKJHjx6hS5cuuq6FiIiISC+qFYj+/ve/Y/v27bquhYiIiEgvqhWIHj58iJUrV6JHjx6YPHkypk+frvXRldLSUsyfPx9ubm6wtLRE06ZN8eGHH0IQBHGMIAhYsGABHB0dYWlpCX9/f1y+fFlrnrt37yI4OBhyuRy2trYYP348CgoKdFYnERER1W3Vuobo9OnTaNeuHQDg7NmzWn26vMD6k08+wYYNG7Bt2zZ4eXnh+PHjGDduHBQKBaZMmQIAiIyMxOrVq7Ft2za4ublh/vz5CAwMxPnz52FhYQEACA4Oxq1btxAfH4/i4mKMGzcOoaGhPMpFREREAACZ8OThFgMzaNAgKJVKfPnll2JbUFAQLC0t8fXXX0MQBKhUKsyYMQMzZ84EAOTn50OpVCI6OhqjRo3ChQsX4OnpidTUVPj4+AAA4uLiMGDAAPzxxx9QqVQvrEOtVkOhUCA/Px9yubxmdraOWRV/Sd8lGJRpfZvruwQiInpKVb6/q3XKrLZ06dIFCQkJuHTp8ZfvqVOncPjwYfTv3x/A4wdEZmdnw9/fX1xHoVDA19cXycnJAIDk5GTY2tqKYQgA/P39YWRkhJSUlAq3W1RUBLVarfUhIiKiV1e1Tpn16tXruafG9u/fX+2CnhQREQG1Wo2WLVvC2NgYpaWl+OijjxAcHAwAyM7OBgAolUqt9ZRKpdiXnZ0Ne3t7rX4TExPY2dmJY562bNkyLF68WCf7QERERIavWoGo7PqhMsXFxUhPT8fZs2fLvfT1ZfznP/9BTEwMtm/fDi8vL6SnpyM8PBwqlUqn23na3LlztS4OV6vVcHJyqrHtERERkX5VKxCtWrWqwvZFixbp9O6tWbNmISIiAqNGjQIAtG7dGteuXcOyZcsQEhICBwcHAEBOTg4cHR3F9XJycsTQ5uDggNzcXK15S0pKcPfuXXH9p5mbm8Pc3Fxn+0FERESGTafXEL3zzjs6fY/ZgwcPYGSkXaKxsbH47jQ3Nzc4ODggISFB7Fer1UhJSYGfnx8AwM/PD3l5eUhLSxPH7N+/HxqNBr6+vjqrlYiIiOquar/ctSLJycnire66MHjwYHz00UdwdnaGl5cXTp48iZUrV+Ldd98F8PgW//DwcCxduhTu7u7ibfcqlQpDhw4FAHh4eKBfv36YMGECNm7ciOLiYoSFhWHUqFGVusOMiIiIXn3VCkTDhw/XWhYEAbdu3cLx48cxf/58nRQGAGvWrMH8+fPxz3/+E7m5uVCpVHjvvfewYMECcczs2bNRWFiI0NBQ5OXl4fXXX0dcXJxWMIuJiUFYWBj69OkDIyMjBAUFYfXq1Tqrk4iIiOq2aj2HaNy4cVrLRkZGaNSoEXr37o2AgACdFWco+Byi8vgcIm18DhERkeGpyvd3tY4Qbd26tVqFERERERmil7qGKC0tDRcuXAAAeHl5wdvbWydFEREREdWmagWi3NxcjBo1ComJibC1tQUA5OXloVevXoiNjUWjRo10WSMRERFRjarWbfeTJ0/G/fv3ce7cOdy9exd3797F2bNnoVarxZeuEhEREdUV1TpCFBcXh3379sHDw0Ns8/T0xLp1617Ji6qJiIjo1VatI0QajQampqbl2k1NTcWHJhIRERHVFdUKRL1798bUqVNx8+ZNse3GjRuYNm0a+vTpo7PiiIiIiGpDtQLR2rVroVar4erqiqZNm6Jp06Zwc3ODWq3GmjVrdF0jERERUY2q1jVETk5OOHHiBPbt24eLFy8CePyKDH9/f50WR0RERFQbqnSEaP/+/fD09IRarYZMJkPfvn0xefJkTJ48GR07doSXlxcOHTpUU7USERER1YgqBaKoqChMmDChwsdfKxQKvPfee1i5cqXOiiMiIiKqDVUKRKdOnUK/fv2e2R8QEIC0tLSXLoqIiIioNlUpEOXk5FR4u30ZExMT3L59+6WLIiIiIqpNVQpEjRs3xtmzZ5/Zf/r0aTg6Or50UURERES1qUqBaMCAAZg/fz4ePnxYru+vv/7CwoULMWjQIJ0VR0RERFQbqnTb/QcffIAdO3agefPmCAsLQ4sWLQAAFy9exLp161BaWop58+bVSKFERERENaVKgUipVOLo0aOYOHEi5s6dC0EQAAAymQyBgYFYt24dlEpljRRKREREVFOq/GBGFxcX/Pzzz7h37x6uXLkCQRDg7u6O+vXr10R9RERERDWuWk+qBoD69eujY8eOuqyFiIiISC+q9S4zIiIiolcJAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUmeib4LIHoVrIq/VCPzTuvbvEbmJSIibQZ/hOjGjRt455130KBBA1haWqJ169Y4fvy42C8IAhYsWABHR0dYWlrC398fly9f1prj7t27CA4Ohlwuh62tLcaPH4+CgoLa3hUiIiIyUAYdiO7du4euXbvC1NQUe/bswfnz57FixQrUr19fHBMZGYnVq1dj48aNSElJgZWVFQIDA/Hw4UNxTHBwMM6dO4f4+Hjs3r0bSUlJCA0N1ccuERERkQGSCYIg6LuIZ4mIiMCRI0dw6NChCvsFQYBKpcKMGTMwc+ZMAEB+fj6USiWio6MxatQoXLhwAZ6enkhNTYWPjw8AIC4uDgMGDMAff/wBlUr1wjrUajUUCgXy8/Mhl8t1t4N1WE2dIiJtPGVGRFR9Vfn+NugjRD/88AN8fHzw5ptvwt7eHt7e3tiyZYvYn5mZiezsbPj7+4ttCoUCvr6+SE5OBgAkJyfD1tZWDEMA4O/vDyMjI6SkpFS43aKiIqjVaq0PERERvboM+qLq33//HRs2bMD06dPx/vvvIzU1FVOmTIGZmRlCQkKQnZ0NAFAqlVrrKZVKsS87Oxv29vZa/SYmJrCzsxPHPG3ZsmVYvHhxDewR6VPnrM0vtf4xZ55mJSJ6VRn0ESKNRoP27dvj448/hre3N0JDQzFhwgRs3LixRrc7d+5c5Ofni5/r16/X6PaIiIhIvww6EDk6OsLT01OrzcPDA1lZWQAABwcHAEBOTo7WmJycHLHPwcEBubm5Wv0lJSW4e/euOOZp5ubmkMvlWh8iIiJ6dRl0IOratSsyMjK02i5dugQXFxcAgJubGxwcHJCQkCD2q9VqpKSkwM/PDwDg5+eHvLw8pKWliWP2798PjUYDX1/fWtgLIiIiMnQGfQ3RtGnT0KVLF3z88ccYOXIkfv31V2zevBmbNz++FkQmkyE8PBxLly6Fu7s73NzcMH/+fKhUKgwdOhTA4yNK/fr1E0+1FRcXIywsDKNGjarUHWZERET06jPoQNSxY0fs3LkTc+fOxZIlS+Dm5oaoqCgEBweLY2bPno3CwkKEhoYiLy8Pr7/+OuLi4mBhYSGOiYmJQVhYGPr06QMjIyMEBQVh9erV+tglIiIiMkAG/RwiQ8HnEJVXF59DVBfvMuNziIiIqu+VeQ4RERERUW1gICIiIiLJYyAiIiIiyWMgIiIiIsljICIiIiLJYyAiIiIiyWMgIiIiIsljICIiIiLJYyAiIiIiyTPoV3cQGZK6+KRrIiKqHB4hIiIiIsljICIiIiLJ4ykzqhNe9nQVERHR8/AIEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJXp0KRMuXL4dMJkN4eLjY9vDhQ0yaNAkNGjSAtbU1goKCkJOTo7VeVlYWBg4ciHr16sHe3h6zZs1CSUlJLVdPREREhqrOBKLU1FRs2rQJbdq00WqfNm0afvzxR3z33Xc4ePAgbt68ieHDh4v9paWlGDhwIB49eoSjR49i27ZtiI6OxoIFC2p7F4iIiMhA1YlAVFBQgODgYGzZsgX169cX2/Pz8/Hll19i5cqV6N27Nzp06ICtW7fi6NGjOHbsGADgl19+wfnz5/H111+jXbt26N+/Pz788EOsW7cOjx490tcuERERkQGpE4Fo0qRJGDhwIPz9/bXa09LSUFxcrNXesmVLODs7Izk5GQCQnJyM1q1bQ6lUimMCAwOhVqtx7ty5CrdXVFQEtVqt9SEiIqJXl4m+C3iR2NhYnDhxAqmpqeX6srOzYWZmBltbW612pVKJ7OxsccyTYaisv6yvIsuWLcPixYt1UD0RERHVBQZ9hOj69euYOnUqYmJiYGFhUWvbnTt3LvLz88XP9evXa23bREREVPsMOhClpaUhNzcX7du3h4mJCUxMTHDw4EGsXr0aJiYmUCqVePToEfLy8rTWy8nJgYODAwDAwcGh3F1nZctlY55mbm4OuVyu9SEiIqJXl0EHoj59+uDMmTNIT08XPz4+PggODhb/bGpqioSEBHGdjIwMZGVlwc/PDwDg5+eHM2fOIDc3VxwTHx8PuVwOT0/PWt8nIiIiMjwGfQ2RjY0NWrVqpdVmZWWFBg0aiO3jx4/H9OnTYWdnB7lcjsmTJ8PPzw+dO3cGAAQEBMDT0xOjR49GZGQksrOz8cEHH2DSpEkwNzev9X0iIiIiw2PQgagyVq1aBSMjIwQFBaGoqAiBgYFYv3692G9sbIzdu3dj4sSJ8PPzg5WVFUJCQrBkyRI9Vk1ERESGRCYIgqDvIgydWq2GQqFAfn4+ryf6P6viL1VpfOeszTVUSd1xzDm0yutM69u8BiohIpKGqnx/1/kjRER1RbVC4YEG2su95uqmGCIi0mLQF1UTERER1QYGIiIiIpI8BiIiIiKSPAYiIiIikjwGIiIiIpI8BiIiIiKSPAYiIiIikjwGIiIiIpI8BiIiIiKSPAYiIiIikjwGIiIiIpI8BiIiIiKSPAYiIiIikjwGIiIiIpI8BiIiIiKSPAYiIiIikjwGIiIiIpI8BiIiIiKSPAYiIiIikjwGIiIiIpI8BiIiIiKSPAYiIiIikjwGIiIiIpI8BiIiIiKSPAYiIiIikjwGIiIiIpI8E30XQETPlvz7Ha3lYyWXdDb3tL7NdTYXEVFdxyNEREREJHkMRERERCR5DEREREQkeQxEREREJHkMRERERCR5DEREREQkeQxEREREJHkGHYiWLVuGjh07wsbGBvb29hg6dCgyMjK0xjx8+BCTJk1CgwYNYG1tjaCgIOTk5GiNycrKwsCBA1GvXj3Y29tj1qxZKCkpqc1dISIiIgNm0IHo4MGDmDRpEo4dO4b4+HgUFxcjICAAhYWF4php06bhxx9/xHfffYeDBw/i5s2bGD58uNhfWlqKgQMH4tGjRzh69Ci2bduG6OhoLFiwQB+7RERERAZIJgiCoO8iKuv27duwt7fHwYMH0b17d+Tn56NRo0bYvn07RowYAQC4ePEiPDw8kJycjM6dO2PPnj0YNGgQbt68CaVSCQDYuHEj5syZg9u3b8PMzOyF21Wr1VAoFMjPz4dcLq/RfawrVsVX7YnJnbM211Al0nLMOVRnc/FJ1UT0qqvK93edenVHfn4+AMDOzg4AkJaWhuLiYvj7+4tjWrZsCWdnZzEQJScno3Xr1mIYAoDAwEBMnDgR586dg7e3d+3uBNFLeNlgqctARUT0KqkzgUij0SA8PBxdu3ZFq1atAADZ2dkwMzODra2t1lilUons7GxxzJNhqKy/rK8iRUVFKCoqEpfVarWudoOIiIgMkEFfQ/SkSZMm4ezZs4iNja3xbS1btgwKhUL8ODk51fg2iYiISH/qRCAKCwvD7t27ceDAAbz22mtiu4ODAx49eoS8vDyt8Tk5OXBwcBDHPH3XWdly2ZinzZ07F/n5+eLn+vXrOtwbIiIiMjQGHYgEQUBYWBh27tyJ/fv3w83NTau/Q4cOMDU1RUJCgtiWkZGBrKws+Pn5AQD8/Pxw5swZ5ObmimPi4+Mhl8vh6elZ4XbNzc0hl8u1PkRERPTqMuhriCZNmoTt27fjf//7H2xsbMRrfhQKBSwtLaFQKDB+/HhMnz4ddnZ2kMvlmDx5Mvz8/NC5c2cAQEBAADw9PTF69GhERkYiOzsbH3zwASZNmgRzc3N97l6Nq+qdYERERFJl0IFow4YNAICePXtqtW/duhVjx44FAKxatQpGRkYICgpCUVERAgMDsX79enGssbExdu/ejYkTJ8LPzw9WVlYICQnBkiVLams3iIiIyMDVqecQ6UtdfQ6RLo8Q8TlCr4Ynb7vnc4iI6FVXle9vg76GiIiIiKg2MBARERGR5DEQERERkeQxEBEREZHkMRARERGR5DEQERERkeQxEBEREZHkMRARERGR5DEQERERkeQxEBEREZHkMRARERGR5DEQERERkeQxEBEREZHkMRARERGR5DEQERERkeSZ6LsAIqo9nbM2//+FAw2qPkGvuborhojIgPAIEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUken0NEJFHJv9+p8jrHSi69cMy0vs2rUw4RkV7xCBERERFJHgMRERERSR5PmRFRpWm9+uNZXvRKEL7+g4gMEI8QERERkeQxEBEREZHkMRARERGR5PEaIomo1LUfREREEsUjRERERCR5PEJERLXrwLKXW593qRFRDeARIiIiIpI8HiEiIp2qzitBKsuvyQuecUREVE08QkRERESSJ6lAtG7dOri6usLCwgK+vr749ddf9V0SERERGQDJnDL79ttvMX36dGzcuBG+vr6IiopCYGAgMjIyYG9vr9faVsW/+A3iRPT4dNyxEt3/9zKtb3Odz0lEdYtMEARB30XUBl9fX3Ts2BFr164FAGg0Gjg5OWHy5MmIiIh47rpqtRoKhQL5+fmQy+U6r+1FgYjPECLSnWPOobW6PYYtIv2pyve3JI4QPXr0CGlpaZg79//frmtkZAR/f38kJyfrsTIiqm21/g+MF73stjr46AEinZNEIPrzzz9RWloKpVKp1a5UKnHx4sVy44uKilBUVCQu5+fnA3icNGvCw8KC5/YX/lX03H4iMlz7zt3U/aTnJut+zid0crWr0fl1ovsMfVcgSev2X6mxuSf1bqbzOcu+tytzMkwSgaiqli1bhsWLF5drd3Jy0kM1RERU3hJ9F0A69n4Nzn3//n0oFIrnjpFEIGrYsCGMjY2Rk5Oj1Z6TkwMHB4dy4+fOnYvp06eLyxqNBnfv3kWDBg0gk8lqvF6pU6vVcHJywvXr12vkmi3SDf6e6gb+nuoG/p5qhiAIuH//PlQq1QvHSiIQmZmZoUOHDkhISMDQoUMBPA45CQkJCAsLKzfe3Nwc5ubmWm22tra1UCk9SS6X838MdQB/T3UDf091A39PuveiI0NlJBGIAGD69OkICQmBj48POnXqhKioKBQWFmLcuHH6Lo2IiIj0TDKB6G9/+xtu376NBQsWIDs7G+3atUNcXFy5C62JiIhIeiQTiAAgLCyswlNkZFjMzc2xcOHCcqctybDw91Q38PdUN/D3pH+SeTAjERER0bNI6l1mRERERBVhICIiIiLJYyAiIiIiyWMgIiIiIsljICKDtHz5cshkMoSHh+u7FKrAjRs38M4776BBgwawtLRE69atcfz4cX2XRU8oLS3F/Pnz4ebmBktLSzRt2hQffvhhpd7pRDUnKSkJgwcPhkqlgkwmw65du7T6BUHAggUL4OjoCEtLS/j7++Py5cv6KVZiGIjI4KSmpmLTpk1o06aNvkuhCty7dw9du3aFqakp9uzZg/Pnz2PFihWoX7++vkujJ3zyySfYsGED1q5diwsXLuCTTz5BZGQk1qxZo+/SJK2wsBBt27bFunXrKuyPjIzE6tWrsXHjRqSkpMDKygqBgYF4+PBhLVcqPbztngxKQUEB2rdvj/Xr12Pp0qVo164doqKi9F0WPSEiIgJHjhzBoUOH9F0KPcegQYOgVCrx5Zdfim1BQUGwtLTE119/rcfKqIxMJsPOnTvFV0oJggCVSoUZM2Zg5syZAID8/HwolUpER0dj1KhReqz21ccjRGRQJk2ahIEDB8Lf31/fpdAz/PDDD/Dx8cGbb74Je3t7eHt7Y8uWLfoui57SpUsXJCQk4NKlSwCAU6dO4fDhw+jfv7+eK6NnyczMRHZ2ttb//xQKBXx9fZGcnKzHyqRBUk+qJsMWGxuLEydOIDU1Vd+l0HP8/vvv2LBhA6ZPn473338fqampmDJlCszMzBASEqLv8uj/REREQK1Wo2XLljA2NkZpaSk++ugjBAcH67s0eobs7GwAKPdKKaVSKfZRzWEgIoNw/fp1TJ06FfHx8bCwsNB3OfQcGo0GPj4++PjjjwEA3t7eOHv2LDZu3MhAZED+85//ICYmBtu3b4eXlxfS09MRHh4OlUrF3xNRBXjKjAxCWloacnNz0b59e5iYmMDExAQHDx7E6tWrYWJigtLSUn2XSP/H0dERnp6eWm0eHh7IysrSU0VUkVmzZiEiIgKjRo1C69atMXr0aEybNg3Lli3Td2n0DA4ODgCAnJwcrfacnByxj2oOAxEZhD59+uDMmTNIT08XPz4+PggODkZ6ejqMjY31XSL9n65duyIjI0Or7dKlS3BxcdFTRVSRBw8ewMhI+3/xxsbG0Gg0eqqIXsTNzQ0ODg5ISEgQ29RqNVJSUuDn56fHyqSBp8zIINjY2KBVq1ZabVZWVmjQoEG5dtKvadOmoUuXLvj4448xcuRI/Prrr9i8eTM2b96s79LoCYMHD8ZHH30EZ2dneHl54eTJk1i5ciXeffddfZcmaQUFBbhy5Yq4nJmZifT0dNjZ2cHZ2Rnh4eFYunQp3N3d4ebmhvnz50OlUol3olENEogMVI8ePYSpU6fquwyqwI8//ii0atVKMDc3F1q2bCls3rxZ3yXRU9RqtTB16lTB2dlZsLCwEJo0aSLMmzdPKCoq0ndpknbgwAEBQLlPSEiIIAiCoNFohPnz5wtKpVIwNzcX+vTpI2RkZOi3aIngc4iIiIhI8ngNEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERERFJHgMRERERSR4DEREREUkeAxERUQXGjh1b6acD9+zZE+Hh4TVaT2UlJiZCJpMhLy9P36UQ1SkMREREdZQhBTGiuo6BiIgkrbi4WN8lEJEBYCAioueKi4vD66+/DltbWzRo0ACDBg3Cb7/9BgDo0qUL5syZozX+9u3bMDU1RVJSEgDg1q1bGDhwICwtLeHm5obt27fD1dUVUVFRL9z2zJkzMWjQIHE5KioKMpkMcXFxYluzZs3wxRdfAAA0Gg2WLFmC1157Debm5mjXrp3W2KtXr0Imk+Hbb79Fjx49YGFhgZiYGJSWlmL69OniPs6ePRsv81ajoqIizJw5E40bN4aVlRV8fX2RmJgo9kdHR8PW1hZ79+6Fh4cHrK2t0a9fP9y6dUscU1JSgilTpog1zZkzByEhIeJpvLFjx+LgwYP4/PPPIZPJIJPJcPXqVXH9tLQ0+Pj4oF69eujSpQsyMjKqvT9EUsBARETPVVhYiOnTp+P48eNISEiAkZERhg0bBo1Gg+DgYMTGxmqFh2+//RYqlQrdunUDAIwZMwY3b95EYmIivv/+e2zevBm5ubmV2naPHj1w+PBhlJaWAgAOHjyIhg0biuHixo0b+O2339CzZ08AwOeff44VK1bgs88+w+nTpxEYGIghQ4bg8uXLWvNGRERg6tSpuHDhAgIDA7FixQpER0fjq6++wuHDh3H37l3s3Lmz2j+zsLAwJCcnIzY2FqdPn8abb76Jfv36adXx4MEDfPbZZ/j3v/+NpKQkZGVlYebMmWL/J598gpiYGGzduhVHjhyBWq3Grl27xP7PP/8cfn5+mDBhAm7duoVbt27ByclJ7J83bx5WrFiB48ePw8TEhG+5J3oR/b5blojqmtu3bwsAhDNnzgi5ubmCiYmJkJSUJPb7+fkJc+bMEQRBEC5cuCAAEFJTU8X+y5cvCwCEVatWvXBb9+7dE4yMjITU1FRBo9EIdnZ2wrJlywRfX19BEATh66+/Fho3biyOV6lUwkcffaQ1R8eOHYV//vOfgiAIQmZmpgBAiIqK0hrj6OgoREZGisvFxcXCa6+9JrzxxhuV+pn06NFDmDp1qiAIgnDt2jXB2NhYuHHjhtaYPn36CHPnzhUEQRC2bt0qABCuXLki9q9bt05QKpXislKpFD799FNxuaSkRHB2dtaq6cntlil7m/q+ffvEtp9++kkAIPz111+V2h8iKeIRIiJ6rsuXL+Ott95CkyZNIJfL4erqCgDIyspCo0aNEBAQgJiYGABAZmYmkpOTERwcDADIyMiAiYkJ2rdvL87XrFkz1K9fv1LbtrW1Rdu2bZGYmIgzZ87AzMwMoaGhOHnyJAoKCnDw4EH06NEDAKBWq3Hz5k107dpVa46uXbviwoULWm0+Pj7in/Pz83Hr1i34+vqKbSYmJlpjquLMmTMoLS1F8+bNYW1tLX4OHjwonmoEgHr16qFp06bisqOjo3jkLD8/Hzk5OejUqZPYb2xsjA4dOlS6jjZt2mjNDaDSR+aIpMhE3wUQkWEbPHgwXFxcsGXLFqhUKmg0GrRq1QqPHj0CAAQHB2PKlClYs2YNtm/fjtatW6N169Y6237Pnj2RmJgIc3Nz9OjRA3Z2dvDw8MDhw4dx8OBBzJgxo8pzWllZ6ay+pxUUFMDY2BhpaWkwNjbW6rO2thb/bGpqqtUnk8le6rqlpz05v0wmA/D4GisiqhiPEBHRM925cwcZGRn44IMP0KdPH3h4eODevXtaY9544w08fPgQcXFx2L59u3h0CABatGiBkpISnDx5Umy7cuVKuTmep+w6ooSEBPFaoZ49e+Kbb77BpUuXxDa5XA6VSoUjR45orX/kyBF4eno+c36FQgFHR0ekpKSIbSUlJUhLS6t0jU/y9vZGaWkpcnNz0axZM62Pg4NDpeZQKBRQKpVITU0V20pLS3HixAmtcWZmZuL1VUT0cniEiIieqX79+mjQoAE2b94MR0dHZGVlISIiQmuMlZUVhg4divnz5+PChQt46623xL6WLVvC398foaGh2LBhA0xNTTFjxgxYWlqKRy1epHv37rh//z52796N5cuXA3gciEaMGAFHR0c0b95cHDtr1iwsXLgQTZs2Rbt27bB161akp6eLp/SeZerUqVi+fDnc3d3RsmVLrFy5stoPNmzevDmCg4MxZswYrFixAt7e3rh9+zYSEhLQpk0bDBw4sFLzTJ48GcuWLUOzZs3QsmVLrFmzBvfu3dP6ubm6uiIlJQVXr16FtbU17OzsqlUzEfEIERE9h5GREWJjY5GWloZWrVph2rRp+PTTT8uNCw4OxqlTp9CtWzc4Oztr9f3rX/+CUqlE9+7dMWzYMEyYMAE2NjawsLCoVA3169dH69at0ahRI7Rs2RLA45Ck0WjE64fKTJkyBdOnT8eMGTPQunVrxMXF4YcffoC7u/tztzFjxgyMHj0aISEh8PPzg42NDYYNG1ap+iqydetWjBkzBjNmzECLFi0wdOhQpKamlvvZPM+cOXPw1ltvYcyYMfDz84O1tTUCAwO1fm4zZ86EsbExPD090ahRI2RlZVW7ZiKpkwm6PGlNRPQCf/zxB5ycnLBv3z706dNH3+XUGRqNBh4eHhg5ciQ+/PBDfZdD9MrhKTMiqlH79+9HQUEBWrdujVu3bmH27NlwdXVF9+7d9V2aQbt27Rp++eUX9OjRA0VFRVi7di0yMzPx9ttv67s0olcST5kRUY0qLi7G+++/Dy8vLwwbNgyNGjVCYmIiTE1NERMTo3Vr+pMfLy8vfZcO4PHjBZ5Vo7W1dY2dpjIyMkJ0dDQ6duyIrl274syZM9i3bx88PDxqZHtEUsdTZkSkN/fv30dOTk6FfaampnBxcanlisorKSnReiXG01xdXWFiwoPtRHUdAxERERFJHk+ZERERkeQxEBEREZHkMRARERGR5DEQERERkeQxEBEREZHkMRARERGR5DEQERERkeQxEBEREZHk/T/GD+nEtQhQOgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of avg word length of jokes\n", + "hist_compare(df, 'avg_word_length', 'Avg word length of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 2.678944 0 17 2.078564\n", + "1 2.580495 0 18 2.037324\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of punctuation count of jokes\n", + "hist_compare(df, 'punctuation_count', 'Punctuation count of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 174, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 0.907072 0.083333 1.0 0.096626\n", + "1 0.912667 0.380952 1.0 0.101766\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of richenss of jokes\n", + "hist_compare(df, 'richenss', 'Richenss of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 175, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 0.379534 0.0 0.800000 0.114908\n", + "1 0.409674 0.0 0.666667 0.091620\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of stopword_ratio of jokes\n", + "hist_compare(df, 'stopword_ratio', 'Stopword ratio of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 176, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 7.476630 -4.5 25.6 4.382482\n", + "1 5.576237 -4.2 33.8 3.856280\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2 hist of readability of jokes\n", + "hist_compare(df, 'readability', 'Readability of jokes').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 177, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " mean min max std\n", + "is_humor \n", + "0 0.161266 0.0 1.0 0.116968\n", + "1 0.133189 0.0 0.8 0.090085\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hist_compare(df, 'difficult_words', 'Difficult words ratio of jokes').show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plots of Characteristics detailed" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "metadata": {}, + "outputs": [], + "source": [ + "def scatter_plot(x_col, y_col , title, x_label, y_label):\n", + " plt.figure(figsize=(6, 6))\n", + " # scatterplot of text_length and word_count\n", + " scatter = plt.scatter(df[x_col], df[y_col], c=df['is_humor'], alpha=0.5, cmap='viridis')\n", + " plt.title(title)\n", + " plt.xlabel(x_label)\n", + " plt.ylabel(y_label)\n", + " # Create a custom legend\n", + " handles, labels = scatter.legend_elements(prop=\"colors\", alpha=0.5)\n", + " legend_labels = ['Not Humor', 'Humor']\n", + " plt.legend(handles, legend_labels)\n", + " return plt" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the stripplot\n", + "plt.figure(figsize=(12, 6))\n", + "sns.stripplot(x='text_length', data=df, hue='is_humor', jitter=0.4, alpha=0.5)\n", + "plt.title('Text length and humor classification')\n", + "plt.xlabel('Text length')\n", + "plt.ylabel('Is Humor')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'difficult_words', 'Text length and difficult words', 'Text length', 'Difficult words').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'avg_word_length', 'Text length and average word length', 'Text length', 'Average word length').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'punctuation_count', 'Text length and punctuation count', 'Text length', 'Punctuation count').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 164, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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1tLQoIcTCcU6lqf7lX/7lGefjBSmdZ6Ner6vf+73fUx0dHSoej6vLL79cbdu2TV199dWLUkpPpanedttti75/6vwvHMt/+Id/UEuXLlW2basLL7xQPfroo2cc88UA1Ic//OEX3ffCaxoYGFDvec97VEtLi7JtWy1btkx9+MMfXkiTPXUvX5jKeuqaHnrooYVtS5YsOWvK6Nn6XiqV1Mc+9jG1YsUKZVmWam5uVpdddpn6q7/6K+W6rlJKqdtvv13deOONqrW1VVmWpXp7e9Wtt96qxsbGFo7zJ3/yJ2rr1q0ql8upeDyu1qxZo/70T/904RgREa8UodSP0X4XERHxU8u3v/1t3va2t/H4449z+eWXv9bdiYiI+CkjUjAiIiKo1WqLgliDIODGG29k+/btjI+P/1iyKSIiIv57E8VgRERE8Ju/+ZvUajUuvfRSHMfhW9/6Fk8++SSf/vSnI+UiIiLiRyKyYERERPC1r32Nv/7rv+bYsWPU63VWrFjBhz70oSjALyIi4kcmUjAiIiIiIiIizjlRHYyIiIiIiIiIc06kYEREREREREScc37mgjyllIyOjpJOp39sZY8jIiIiIiL+O6KUolQq0dnZubAC8ovxM6dgjI6O0tPT81p3IyIiIiIi4qeWoaEhuru7X7LNz5yCkU6ngXBwXri0dURERERERMSLUywW6enpWZClL8XPnIJxyi2SyWQiBSMiIiIiIuJH4OWEGERBnhERERERERHnnEjBiIiIiIiIiDjnRApGRERERERExDknUjAiIiIiIiIizjmRghERERERERFxzokUjIiIiIiIiIhzTqRgRERERERERJxzIgUjIiIiIiIi4pwTKRgRERERERER55xIwYiIiIiIiIg450QKRkRERERERMQ5J1IwIiIiIiIiIs45P3OLnf04cOsu9aqDDCSWDbEkCC2O5wqcqkPgBwgBCEG1VEPXNHLtWYrTZdyaSzwTQxOhric0QaVYnW+TwzQ8auUSY/0Vpkfy+K5HMpugbUkrrb3N1Mt1xgeGmR4bY+rEDLptkG4x0L3jCFMHI8vUsV24tTKBaGXVeY0YdorRYYOpk4epVSrUHA+/WAJdR2GRyZVIpl0SCQ8/0JGewvMLaMIgEY8jqeI6LpIEPUvqVMsexaqO7gTUXR03gLY2h0oJpsbLrNpkk846CCOgMhtjZsJgdsahZ6lFLFfHr0kINOJJRbZN4tXBrWoUShLpxSAQTI379K4wSDTUqJctEkmJNEFWbAIJruch6z6eC35gYNsa+aLFXN6nrVEnkZVksxWMNMwNxZka04mls6RzPrpVI5vVMC0fK15GygReVeEFNWQQQ7oG5UoZWUuixXQSOR9TxKhWYWasgu/F8dwY+ekc6y+ZoLnDYehkM0KkMc0kvlTMTBRwSi7NHQG27aGkhtA9YrZOoqmT0sQIARpWPIcZyyJwQJQYOCAxDUHvGpehIx6+J8h2ZMDX8T2BLnwybYpkXKfmeFTKzSgvgW2XqVQkdVegyzpCs7AScbKNNoHS0WSCmF1jYmSWYh5MM07L0hhtPWkqJQ3DtDGsDDvvKyLdcZp7ykwO50hmHFacV2HkeJxSPk66OYtuNKCki1cfpDinkZ+uUSuWkSqGqcexEnPkmsuk0iaNfZcwPRTHc7N0r0yRboRkUhBLCWYnAyqFBKmmPhpbKqTTBeq1Rnwvj25UicVjlCqK8iw0ti/DiqeoVjyqRYUdt2los9H0BE5tDqc0TCDjaJqFwMdOCiw7DioBoooMBPVKGjOuMG0FaNTLs8hAEUt3oesS8EEkARcl64BiZqxKYdol15LFsAwM0yCWtKlX6pTmKlgxk1hSI5aAekXguR667hFLZjDt5MI7QykXJWvUKwqlTOLpOJqmze9T1Ct1At8jlpToRgwhYuE+WZ3vVwIhnn99F2emqJVKZFtaiCXTKCVBVQABIrmwMJVSan47C9tdp0q9XMCKa9ixxPz2H8/cU0pJrVRDaBrxVOyHLpgVBAFz42PIwKOhvRPPkSgpF43XDyMIAmqlOrqpE0/GzsVlnHNOjYuma8SSP3xcfloQSin1Wnfiv5JisUg2m6VQKLzq1VRnxubY+cBzPHHHM9QKwyxbN876C6s0dSZAJNi7Lc5T95uMnqjhVl18P0BJhWZoaJpASoWS4fBruoamafiej5KKpWsDNl3hc/KgxnNPSGrlF5xcQDpn0NBaoVoUzE3rBJ5A00BooOmSZFpiWBKAxpaA9l6HeDJgdCDG+KBJccbE9wWGoTBtiRWTxFMBy9c5rLuwQjITEPiC4wdiHN4do6FZcvHriixZVSedC6iUNGbGTQqzBslMQDorCQI4ti9GadZgy7UlupfXSWcDdFOgJPieoDSnMTpoUS3pGCYoKahXNCZHTHRdsv7iGr0ra1SKOgCGCZqm0E1IZQM0AQqQEoSAwIdKQcN1BbGEYviYzY5HUxzbm8SpCdI5n0tvKrL1+iLxpEJJcOoQeAI7AXZMcep9Wq9CYcZANxS6AYEvmB43OLw7wfF9cWJxyfINNdZdWKGpzUc3VHgzUBgW6GGXOfWrmhnTObwnwRN359j/bJz2bo/L31jggitLmDFFpahTyms0tfl09HkIIJBwaEeC57almByxEAKa2l0MUzE9alIpaZiW5NLXF1m3pUq9puN7kEgFxFMS0wjHp1bRGDpmUS3rtHR4CE1RnDWolnWSKZ+WHo9UWuI6GtOjBnf/RxPPPpDGczWkFMSTAavOr9LW5TE+aFGYM5A+NLW5tPV6jA9ZDByOseaCCusurDEzofHodxsZOWnjexpCKFaeV+XyNxboXupQr2uM9Vs892SaEwdjtPe6nHdJmaXra3h1jcO7E+x9KokQsGxtnWTGJwg0TEuxdE2dTVeU6VnhEPgwN63x3X9tYddjOfIzJpqm07lMsHZLno4lRSYHTRJpn+7lLumGgFQ2IJEOSKQ0LFvhOjquYxIEJgKFU/OolaFSMgiCGMlcE33rOjBNB1SB/kMlnvmBz75tFhPDJnNTJq6bpLEjB1JRLdaQgYtpeTR1BKw6z2f15gKtXTXqtRia3kCy5Up6N95IKjVEfuRB5sZHKEy7jA11UHPPZ83Fl5DIJtjz8G769+xE+hM0tSnOuyLNhiuWY5hAMAYqAL0RYW3lwHaPbXd8j8EDQwSBJJ40WbO1m+ve2UyusRS+DPTlYG1F4KDcpyEYAgT1eo6DzxR56vsD1MsVrJjH+osTnH/tJhp6bgBz8zlTNIIg4MCTR9jz8D4mh2YQQtC7ppNN125g+aa+MwRqEAQ88Z9fZ9d9DzM5NEe1rHBdm1iihY4Vq2hb0sqma9az/vLV6Kd+dC/Acz32PnqQPY/sZ248j6ZrLN/Ux/nXbaBnddc5ua5XS+AH7H3sIHseOcDMyAyarrFkfQ/nX7uBpRt6X+vunZVXIkNfUwXj0Ucf5S//8i/ZsWMHY2Nj3HHHHbz1rW99ye88/PDD/O7v/i779++np6eHP/zDP+SWW2552ec8VwrGxMAU3/q7u9j32EF0fZobf2GI9p4qhRmdalkRiwekcgEDR+J865+amJsU4WRCiAWlAghlE4QSYZ5UTnLBVQUObE8wM26i5Au1WQHIU3LttG2nhB0ILdwhBKSzPi3dHvlpg0pBBwGeI/B9DVAIEQrERFLyc786zcrzatSrgkpRxzAVDS0+qWyAYSrSDT6aBp4rsGyFpoNAUS1rjA5YCATZpgAhJKlcQEevh1IQeBBIgWGG/XJqGoNHY0yPG7g1jWxTQLbJY2zAZsdDaTZcUubqtxQwdIVTF7h1LXxXGop0TnLqfaRU+HfqGg7vjHHbP7YyO2mSbfIxTIVhhv1ds7nKG39lmnhCoWnhUMkgVFQMM/y+DMJ/nZpGvRqexDBhetxk+0MpVmyosWJjjURKos2/14QGp0+mTvWtOKtx9LkEtaogmVaMDZpsfziNW9NYsbHGje+cIZFWuHXB1JhJIiXpW+Pw6J1ZnrwnCwoyjT71muDQjiS1ik7Pijo9KxzaelyWr6/NK5o+3csdTGt+HOS88qWFn52aYOCwjdAU7Us8TB10U6IAp6pRymtsuy/HvqdSVMsah3bFMSxFW7cXjkcgSKQDss3hvZ+dNBACLrmhwMZLqlQrGod2xPnul1qolXU0XRFIwbotFW581yzxpKQ4FyrA6YYAOy4ZOWHzzANpqmWD7mV1tlxbJJFSHNoZY+BQDKdukMwGZBp8hIBy3iCRCXjDu2dZvbnKXf/WwJ1faaGU17HsUEGslQV2TNG1zOGmX5qla5mDW59/ji1FW5dLIiNJpgJMO7xHpTkdz52//wjKeY3irEEsqcg1azS0CfoPwrf/pYHJYYNMY4AQionhULmqlgwQoBuQzgWYlsJ1IJ706VvtcM1bi/Su8pkYSpBpUjR3WBh2A6MnPepVnWRaEEvUmR5LcM83llMuGGSyc+SaiuiGSXFOw3frXHDVNDf9oose2wh6M6gCOx4Y53v/WqSUFyTSJoYZWkzduk/Xco33/OEGGttiEMyAnJtXNhpBNODUSowefpbSbI3j+5OMDSRx6jrFGUXXCnjrre00L3sLIvbGVz2bllLy4Fcf46m7dqJpgkxTGikVhakiVtzkhvdcwwXXb1z0nW9/5q946s4n8V2J55lMjYDnSHRT0dTZQMfy9aBg65su4Pr/ceUZSobnetzzxQfZ9dA+TMsk3Zgi8ALyUwXSDUne+GuvY83Wla/qul4tgR9w31ceZvt9e9B1nUxTChlI8lNF4ukYb/jV69hwxdrXtI9n45XI0Nc0BqNSqbBp0yY+97nPvaz2J0+e5E1vehPXXnstu3fv5qMf/Sgf+MAHuPfee3/MPV2MUooH/+NxTj43gFNzuPJNebqXe8xMNpOfjVOYCWfjA4ctepdXufh1c2i6QGgvUC4A1PM6BoCmQyoT8NyTqRdRLua/xPw0HgEIhHheudB0hVLhfsMMpe/ksIVbF8h54RkEAsuWWLYKz6EEF1xdYtWmGiMnLaZHLUp5g9lJk3pV0Nnn0tLl4ruC6TGT4pxBYUZHSXCdUHEIZ4aCsQGTVNajvcdDAa4DTl0DJahXBG49tLRMjRqU54wFoViYNejsc1m/tcLOR9OMD1j43inhL3AdgVMT1CrPj4kQzwt03xM88r0cc1MGHX11UllJa5dH1zKHtm6HA88mee6J1IJ1QYjQ4uBUNTw3HFZNDxUM3VAEvmBuymRm3MC2A1ZsqNPe6xJLKKQE3wv/zmapDXw4sidBtayhaWG7VefV2HRJhWyTz4Fnk+x4NEOlqGHFJamspFTQOfJcjKd/kAmVhhUOmcaA/LSJUoJ0g09h1iCdCzjvsjJSQv+hGLWyjq49f16lwvOderYMU9He6zHWb1MthOfTDaiVNWYmTA5sT7Hn8RSpnM/K82qs2Vxj2RqHxhafmXGLclHHToTPidCgZ7mLUoK9T6eJJSRI+MHtjVRLOmYsVLxyjT7X/fwcQsDAkRhzUybFvMFofyjZ115YpWeFg2FJ+g/F2fd0iskRg7ZuH8/Taetx6eh1MS2FFVP0rKrju4IH78gxNWZQLhh0LavTvcwllQ1IZgI6+1yCQLB0XZ2OJW5o1aqHFgunpnHiQAy3JpBBOFaeC7Vq+FuoljU8R5DKSuy4IJ0LsON16hWP+76epTij07nUI5YIFdyupR6ZBh+QoCDXFJBr8jEMyDX5oARTYxaPfa8Rz9VIpCHwFKYxzb5ts1SKGWLJFgLZTKXSSbrBw60MU80P0rFkllxrI+mmBrpWpGlud9j9WIzDu+MgJ0GkqNfbeOAbRSoFn9Yei0xjnHhaJ9ciaWjTGDkOP/iPEdAaQ4VEjoGcAq0dtAYGDwwycBisGGy8pEJHn0FzZ4wla21GT2g89u08qvYA+Mde1jvxpTixZ4Bn7tlNrjVL96pOMk1pci0ZlqzrRtd1HvnmE8yOzy20P/LsUzx79zY0XZBtSVGY0TBMjcY2k3hSpzidR1CkoT3Hs/fs5vju/jPOeWDbEXY/tJ/Wnma6VrSTaUzR0Jalb30PTtXlga8+RrVUe9XX9mo4suMEO37wHE0dDXSv6gjHpTXsowxCGVOcKb2mfXy1vKYKxhve8Ab+5E/+hLe97W0vq/3nP/95li5dyl//9V+zdu1aPvKRj/COd7yDv/3bv/0x93QxYycmGDwwjAJyTTV6V5QpzCQJfEXg+ggNpFR4DsxMaKw+v0K2SS6yUpzO6TYkISAIoDgXCu+X5nlBq9RioQthPMcpF0KtouH7oSIhA/F8GxG6H+y4ZOPFFYpzOl49fOmG+xWt3T6eK4gnJZ4bWhJQzCsUoBsCKQWZhjDWxDChWjEwjNByIQMNTQ+vS/G8cqGkwLQl5vwMNHAF1bKgb3Udw4DDuxJIqSEEmJYkVKQE1eLix/bUtZw4EGNq2KJ7uYumCXRdYdlyvq8QTwbseyYZzspPjbsAOyFxnVB4Kvn8mGi6QspQg5kYsUnlfDINAUqGSoUMBPoLophO9WVuyqBc0ElmAuJJiZKCIBB0LnWwrPCaD+9K4DoagS+IJwJMW3JsTxxn3qIDUK9qzE6YxFMByYzErWvYiQA7ppgZN8g2+pTyeji26vlnyTAXPyWxREBTh4/vhfdCSsL748PJg3EUEE9KpISeFQ65Zo+pMRN9XlmtlnWCIHRzea6grdvFrQv2P5ugXNLIT5lohkLTBIEvWHFejYbmgKkRc9H4JFKSwNeQvqBvTR3LDjs8OWxRKxsMn7CxYpJ0LnTPaXo4zoEnaO1xmZsw2fN4it6VDq1dHol0aDXQNYXnCbJNPsvXV5mdMFBKLIxJPCHxfY1iXkfMK5GVQmhtkUH4Wwn8UFnPNvnhc4NiblIx2m/Q0u1i2eH4SCmoV8P7qRnhbySe8sNnSEgsW2KYCrcmKMyEVqyWjhoNzTWmRi2cqosVP+0ZVhpH9yTx3To9K0o4VQWn4itklWTGRSmLfc8kQBVBzrHroWFmxiW5FhAiVORRLgCmbWDF4cjOApWCA8E4CBOQICdxKgWmR2eJJ0PF37QVjW1VAHRDo7nT4Ph+n+nRPMrbzavlwFOH8V2fTGPqjH0tPU0Upkoc2X5iYdvO++6lVvbJNMUpzkpcB2KJcJ9l60ipmOjvJ92QQvqS/U8eXnRMpRR7Hz2Apmsk0vFF+4QQtC9tZXpklmO7Tr7qa3s17Hv8IEhFKpc8Y1/bkmZmx/Mc3XniLN/86eGnKotk27ZtvO51r1u07aabbmLbtm0v+h3HcSgWi4v+Xi2F6RL1qoPneOSaA+y4R61qIgOFVCo0Kc6/6csFnXhKkmkMeDneKKUUvhcK7B8VdbpVREDga6BCU/fZ2iJYmAWWC9rzwhcwLIUdk/h+qJRoumI+XnX+5R9qG74fukxOKQO6dkqfEsh5gazmvToIyM8YC+4LXVdh/xB4dQ0zFrplpsbMhT6eEuRSQiDP/tjmpw2kEsRTElRo1dFOs5wmswGlvEG1sticqmmLrUjPK2ih8BCA54BlKQxLIU+zQgkx/1112ngqqNfCPmr6vIVDhK6QeEqim2G8RLmgU69q+G5oAdI1qNf10Cowj1MTC+4oQWhZsexQKGq6WGirFIsU0tNdSOF1CJKpIHTTEbbVdIVUMDtpEp8/TuALrJjEiinqFQ3NCC/M904Ja4Hvh1YRzVBMjpiMnrAJAoFuqAWBnm30UUqhWPzMhS4yRa0qaGjxATBjkmpJx/cV+WmDZEY+b6Dj+ft+ygo+OWKSyvrE4hLDCN1lQgtjajINPvGkpJQPG59+dsNQlPP6gjvN98X8sywQ82cLArBi4ThpIjwvCEzz+edEBqEyoqQILUfz3skgEAhNLSjZp8ZsdkLHtANMO6Awa6BpEuk7i8alMGuiaQHxREB90cTaAyCZg8lhDSklUGN2vIKUoTKBCpj/gS9ccSwpqFUkM2NlUGXCeH4NZJV6tYTvBFg2QKjgJlPewhmTGY1aWVGYBoJRXi0TA9NnCPpTCCHQTX2RBWN2bBLdEGhC4NbVwj06ha4LauVwkBLpOJMDU4uO6Xs+M2NzZxXcALoRPhuF6dfOOqCUYmJgimQ2cdb9mqYhhKAw9erl1WvJT5WCMT4+Tltb26JtbW1tFItFarWzm7v+7M/+jGw2u/DX09PzqvthWgaapqHrOp4TClndkPMv7/k34/wPwrBCU7vnihe8al8EIRbiJ84JKhSS854UXmhGWXjZuuFL07QW71fBvIIgwu2nhNjzoR/hC0ATodtAqXCGJ0+1U+H+U4qMmv+ybYfWgVAwigVJILRQeDp1sGPPS8zT3Rq8iKJmmqFiIf1TPVw84r4bWjUMc7HYO9vh1KmQllPn1UCqcAaPOMudfMEmTVMLx1WnbZPzVoDAE+h6KHCF9rz1QdNCBfP545yyloSfpRSoIBwnpUKFQM1f61ld5adt8wOxaByVEggFlh0qkAvbZajg6oZacNFp4jTFcv67KhDYcUUsEQrkU22FILR0naU/p54Lw1C4bvj6kfPKSSiYT7v+0wbw1HMqJdhxhe+HVrZFljstFOpne45PjZ1pqQXX0fP9e76tpoXtTu06pYxJ9XwrIdT8bypU0E411OafmdMDkCEMIlZSzFvsQovQC4MnTVOilFikSM33CFD4Dtix+d8yGqatz1+TZOHHLU49tKHlUNcFdtwgVC7k/EAa6LqB0J53FWmaWrj/AL4XBjiH7tWzKwavhFjCxnf9F90f+AFW3Fr4bMVsZBBexymX5ekoyULMhef6xF6QGaLpGqZlvOg5w0ya8D3+WiGEwE7YeC8xLkopTNt80f0/DfxUKRg/Ch/72McoFAoLf0NDQ6/6mF2rOmjsyGHYBmODcfIzMbINNQxDRze0UKiKMOaipSNgfMAKTcUvFiz1gs3WvNXgh7N4Jn36/xWgZCiELFuiGwrDmG8n1GIrhxIUZnUGjtg0tvrzM//5masvmJ00MW2F74bfOPWDdx2BYalwRmuFs0MIYzyELhcsD7oxP+PWwoBQKQWt3R6BH8ZjeF7YYU1TJNKSwozB7LjJ8g21UIERoVkeFf4/lnyBEjT/sW+tQzLjMzlqhZYbGQazhsJJkZ8xWLauRjwhF6lZnisWhLw4NWuVYVAq84It0+BTLQnKRR1dP61tcNpdOE3Y5ObN7E5N4Dmh4IglFJPDJoEvKBV0+tbUsGMBlq1CF5an0doZpqL68xPKZCa0LFXLOr4fjl+tqqOkwLLC4EnLCu/XgjWFcCY+35X5eBHB1IiJOHXv5+NCNEOwZE2dWkVHBuF9nB4zqBQ1cs0+QRAKtVhSLlh0TFtRmtMQmmL1pipL19eJxQMCf174ajB4xMZ1tFD5OA2npqFk6I4ZPGKjVHiPmjs8DAN6V9YpzYZZMaeEi9AUuqGolDRiScm6CyuMnLQozmnUqhq+F1oPTEsxOWoyMWzR3PH8jPyU21EGkGvxQwVCg1gidHkwrzAx/9yX8ga+H45bPA3JTPhs+25o59CNMC5E1+djXmSo1BiWIpAaMgjjhWJJiR1X9K1xKOZtinmLtu46CAOhLxaKvatrCM1iYjhBIn3aQy3iSKlTKQWsvcgN01W1RjZc1kk8CZWCBGHN33cTCDPTKkVFe59NS3cK9BbAC7VmrZFkroV0Q5xqWaHp4Xtmbvr5mfTMuE9Lp0HnshjC3MCrZfVFK6jXwnT9F1KvOJiWQd/65yd+Ky7YjKYJHMcjlQ1der4fjodUoQWxsbOVIJA41TprLl4crKnrOmsuXklxrrzI2niKcr5CLGWzZF33q762V8O6S1bNZx+d+a6vFmvYcYve17iPr5afKgWjvb2diYmJRdsmJibIZDLE42fXtG3bJpPJLPp7tcSTMS56/WbiyRhCs9n+cBahBWQaq2EwpwhfQh29HlJq7Hg0h+fKUHN+oY4hFisHMgDX1Vmy2sGKnTaFfuGXeKGQff5z6EsOzdNKhq6HpjYPwwrCWZw5L7TnZ3unvrrjkTTVkk7nUnfB3SGEms/nF5TyBrF4mM6KCjMxTDNMcfVdjVJex3UEqaxPMgm1cigkTpnFT7lYTEuSTAfkmj08T+DUNHwfsk0+0hdsfzhNR5/Lig1VLEvhewrPnZ/laopkOjjtuk/9BxpbfdZdWKYwY1CYMcLYk6qOUxeMD9pkm3zOu7S8MOs8JXxloIjFT7lpwpmo54ZjZ9iSZNanqd1jetSiXNAJ/PDLp7sExIKFKCSRVrQvcaiVdQozGpmGgEpRp/+wzcxEmOGy9sIKyYwk8AVOXSPwYdMVJXpX1hk6FqNWCV+unX1OmC47apJt9vG9MHW2pctDNxXZJn8hK0YzTl3TaYqmgqlRHU0LXWG+z3yAq8KyfZatq9HS5TI9ZlHOaxzbF2fkpEUsKTGM8LiGoRZcJ9WyxtSoSVt3GEAbuNq8MhjeS90Is0QO7kzQ3uuRyoYmfEGoLGQaA4pzBkPHbIozYZxK57IwOyaelFhxyfAxG98TaAIMS1Ip6UwNW6zdXGXleTWKswbH9yWZm9TxPG2+roXAczQOPJtACEimAzQ9jM0o5cPA0VBxV/P3SIazYS3sVyweurFKszr1io6UOplGiy3XlijO6sxMmFjWfByGej5wGWBuyiQMqobCTKhom5Zi+YYa7X0OYwMWnhMGKS5ZE6eSL+HWPRSSRLJAa6eHbiaZm87h1JMoOQcqwKnrDB6J09ZdZ/2FJdC7QcTpXJZg9RaDWkVQzstQkAoL39OZnfCIJ+HiN/TO14qIA3qoVWIjNJ3OlX3zKdoesxMGsxM2gS+ZGnYJPMlFN2hYqVVgnne2V+ArYu0lK+le2cnAwWHqFWfhfVXOVxg5NsaKC5YtUjC23vxzdCxrZG68hq67pBsEtTLUqwGVgkcibdLau5zBg8N0rmhn7SVnZoOcd9U6WnuaGDw0jFNzF85ZmC4xNTTD+stW07609VVf26th/eWr6VjWGvax+vy4lGbLjPVPsHrrCnpWd76mfXy1/MTUwRBC/NA01f/1v/4X3//+99m7d+/Ctne/+93Mzs5yzz33vKzznKs0VSklT31vB4/cto3ju0+wYt0wm6+YJtfso5thZsTshMFjd2XZ8bCF55x6yQrkvIkOEQaXcZqQVChMA664uYimKZ6+P0mlqM2bgkPz6KnGuiGx4zLMCvGf3w7zpvV5/3ksLmnrcREI6vVwFlmaM3HqYqEfEL5/Vp9f5ao352nu9BZmxMU5neHjFk0dPusvqpBrCtBNReBDuagTeOB5YRqibkgqRZ3BozadS6psvqqGaT3vOhEi/N7YgM3cVCi9gvn4jnpFMHAkhm5ILn9DgcY2P5wlBmI+fVRgxyWxhFqkWMh5PcwPwKkK7v9mI3ufSlMphqb+WEKyZJXDdT8/x7K19edHad7krhvPK3mn6mOE7p5Qa6gUNfY8kWLHo0lWbKhz/hVlupeHwkrTnveIvdCKJAMYOmYxMWwz2m+x4+E09apG93KH6942R+9qB9+F2SmTeiVMXY0lFLMTBvd+o5HBI7HQ+qHCIF23ppHKBZimwooHXHZTkSWr6ygJDa0+iaRcFHMiJaHAzOtUShqprMT3BK4TplQm06G1wXMEQ8ct7vlaE7seSzMzHpplm9pdVmyooelhfMspl4zQoHupQ8/qKnMTFh19Lo0tHvd9o5G9T6VwHQ0ZhIGl1//CHGsvqJLKBPi+wHM1Rk7Y7HwkhedqtHa7nHdZmYZmn4lhk8e/l8NxxLwlLbSoaBok05I1mytc9/N5YgnJyYMWn/9EF0PH4qHCpwS6CZ1LaizfUCWdU6zaVCWVC9C00AKTzgVYdpixo+ZjK3wPqmUdTVN4rkZ+xsCt6wS+Se+aNLlGB9et8+DtNrsej4dWk3IYeDs9FgrrU4ppGNwZBuu2dXtccGWRy99YxKmb1CpxdKuVliUX0NJVY6r/IOV8hSCQVMsxTh5eStXZip2IM3zoANW5foSoo+uKruU6N/6iS8cSHbQ0CAOERr3ezu3/d5zDO4apl0OtUaDINiuuekuaK9/SGD7kIgF6H+BDMADKAQWzExMcfKbItnutsM6OUuRa4JLXp7jw9VeiJd+B0Be7pH9UJoemue/LDzF4cCR0CyiIpWxWblnGje+55ox4ibETx7jt//w5o8dnqFcC5qZ0ahWBaRl0rlxOrq2VntWdvP5919La23LWcw4fGeW+rzzM6PEJZBDWIEpmE6y9bDXXv/tKYgn7nFzbq2Hs5AT3fflhho+M4nuhOTSeibFm6wpe98tXv2jsymvJT00djHK5zLFjYRrU5s2b+Zu/+RuuvfZaGhsb6e3t5WMf+xgjIyP827/9GxCmqW7YsIEPf/jD/Oqv/ioPPvggv/Vbv8Vdd93FTTfd9LLOeS4LbQEUZ0sc39PP8OExpDfHsg0OHX1pEtkWju+LMXg4T2GqEGrPM2XqpRrZlgzxZIy645AfK2DGTHJtWVBQLdQoFypkm9Os3Zpj5Xk693xlH8/cO8jYiRK+L0mkE6y9eAUbrlxLrTzGsWeeZOTYHIUZcOqCrqUOiYyHrgU0tgYYFqTSHh1LPOy4z/EDSQaOxCjMatQrOpYFDW0ejS0utYpBpaRo7QoFkK5LykXBzESMchE6l3i0dPjkmn2EpkikAxAB9bJF4AsmRkxMS9K1rEZnn4NTNzAMRWuXi9BCYTd4OEalbAA+za0B5ZI5Hwzr07e6Tt8ah1oZpsYsCrM66awkkVFkG8KZSOBrOK5E1zUsMzSfDp+IUS0a2PEAOykpTJmcPGxSmLLItXis3FCla7mPFZc4VUFx1kAGkuZOj1hSYMy7dDQjTKstTFsLgZOJtMvEcIKjz9koCY1tPg0tHvGEQrdC/3mtJEk1QFN7gG2D78PMJKjAZOiYxZP3pJmbipFt9rjw6jwNrWEgrGbI+ewbH88zsSyQSlIuKqaGk5TzYQ2HbGPoqz20J45A0NbjkM66dC0NSGZ8inMGvqsBPnZSw6trjA0aDB2LYcegtbuOZYdWmeKcwnUsGltdck0B5ZLBxKDJ4FGTWEIsZJOU8gZBoEg3BFSLOtWyTiLpk24M8F2NvduSmJaia3mNdFbi+zpjAxoHtmfwHI14ImD1BQVWbvJIZ+atFics9m5L4lR12ns9Nl1epWtZqPyePGQxMZTEiptsusKhtcvB9ySCgK6lNZraHKo1jUohwfRYI8Jaw4kDccYHNbLNaTZc3sGK8wwmjj/D9PA4hRmfZMYk2yBpbFc0trcQT8XxfUF+RqdczKFEI+09Lk5lkqnhGaRKksh007FiDaZthXYX5UEwzIm94zz+3TxDR3UCmaJv/RI6l7djx01GT0wwPTyLbnis3RqnqQ2UdMKaBkmLps4u2lddRTLbipIVlHeQ2bFhpkdqVKvdNHQsoXdtF5qmMTk4zdDhAaQ7SGOrZMm6doz4GiAA/zjggdYExiqEsBjYv5e9jzyEU6vR2NbKBa9/A5lsAeQEoIPeG1o+UBCcCIt1AejdVEoJTu7eRrUwQCzusvS8VaRb1oO+FCHOXsDqRyUIAgYPjjA9PIPQNLpWtNO+tPVF62wEQcC+Rx7g5HPPIYOARLaLhs7VaJpBc1cjvWu7FwI2XwzP9RjYP8zcRB7d0OlZ00VzV+Orru1xLgn8gP79Q8yOzaHpGt2rOmntbf6J6uPp/NQoGA8//DDXXnvtGdvf+9738uUvf5lbbrmF/v5+Hn744UXf+Z3f+R0OHDhAd3c3H//4x1+TQlsRERERERE/a/zUKBivBZGCERERERER8aPxU1PJMyIiIiIiIuK/J5GCEREREREREXHOiZZrj4iIiIiIeBUopZgZnaU0V8GKmbT3taLpYcDuoWePMTMyi52waO5qoqEtSzwVo31pK6b10oW0KoUKU8OzCE3Q2tu8sNx8tVRjamgagObuJpKZs1cEfa2JFIyIiIiIiJ9JpJRMDk7jVB2SuSRNHQ2vOHtjcmiax+94mhO7+6lVHAxTp31pK6mGOP17D1POV0FYTA4UKM2ViSdjdK/uoHN5Oxe9/jzOuyI3v55MhokhhVtzMWyTQ08dYd8ThynNlvAcjyCQpLJJpJRUizU0XceKmWSb02y8ai2X3nwhdvy1T709nUjBiIiIiPgJRyl3fk0RC6GduWjYTxLVUg3P8Uhk4i85Qw+CgEq+itAEqVzyvzwt89jukzz1vR2MHBkLS44nLJad38flb9lK25Kz19Z4IdOjs9zx2bsYOzFJc3cTTZ2NuI7Load3MHp0jCVrNHpW6RzaIXEqOqlcA07FpzhTZMmqPIWB7zPdGsdOaEwMVDh5IMX+nT2c2FvFrXv0begllowxcnScwnSRcr6CDBRmzCSRirFs0xJcx+bhrz9JYarImz54A4b5kyPWf3J6EhEREfETQhAEDB0apTBVRDd1etd0kWlK/5f3Q8kquE+j3GdA5kEYKGMtwr4UYSw9+3eUYuTYODOjs2iaRueKdpo6Ghb216sOAweGqZVqxNNx+tZ3n5OZ78ixMXb+YC/Hd5/E9wLSDUk2XrmOzddvIJ56vmBUEATse/wQex58ksnBUYQQdK7oY9N1l7D24pX/JYrGkR3HufMf76VWqtPc1YQVtyjOlnjijmfY99hBbnrfdWy+bgNWzHrJ42y/dzejJyZYuuFU1VSw1Rj4YwRBQGHWxBq0KExVyDS6aIaGaTfT2jHE1msKgMeRnQ5gYdkOKzaUyDaWOPFcGqcWY/jwKIEfEPgBQoiw+qtUyCCgVqwyN5GnpaeJFecvZe9jB1l36WpWXrDsxz5+L5dIwYiIiPgvRUqJkuqHFkk61yilCPwA3dBfUoiNHBvjga8+FlZXdMMKvJmmNOdft4Er3nbxq5ohKiUh6Ed5+0DOgUgjzHVgrDyjsJVSNVT1a+DtAhIg0qB8cJ9E+Qcg8e7wu6cxOz7H/f/+CP17h6jPl59O5RKsvXQ117zrMo7uOME9//ogQ4dG8Bwf0zbpWdPJG95/HRuvXIcQAqUUo8fHObLjBPmJAolMnOXn97F0Q++L3rMTzw3w3X+8l/xkgYbWHLGkwfCRUXY/tJ+7v/gAV/3CJWy4fC2tS5p56Gv38tg3v085n0epsOz/6NGjHNm+nevf8w4uvflyRo6Oc3TnCYrTJVK5JCs299G7rnthkbOz4dZdju3u5+TeAdy6R0t3E6svWkFzVxr8wyjvEKgqUjWz6/6T1CsuPWu6ABjvn2Lo8Ai1Yo2RI2OM90+y5+GNXPWOS1iz9cxS5ACVYpVDTx+loTU3r1woEBX8+gmKs5BtsqkUA+pVB8M20AwbVJVEssymS0fxPQvP72BqeJhEBlJLWimXJMn0cdZf5PD0A92MHB1FaBqZ5jTFmdL8c6FQSmHYJoEXMD0yh+cENHXmOPTMsUjBiIiI+O9FpVilVq4TT9oks8+Xfa6Va1TmF26qFmvsffQAh7YfR/oB7Utb2XjlOlZftHxh9neuUCoAOQuAU09wYNtx9j52kMJ0kXgqxoYr1rL2kuUg80jpk2roxIolmR6Z4Tt/fw/TI7O097USS9rIQDI3WeDRbz6F9CXXvfvKl98PWQJVBZEEEUNWvotXfgSoYVoJhPDxKw9T9zZA7O2kG5uRUlKYLhFUHycV245lJ3Aq45TzxzFMnUxzK4IZVO1OlN6DUFUQJpWizbf//h4mB47RsTSHYbbh+xbF6RLP3LWTE8/1c/jpY8xNFDBtA8M0qBQq7H30IKPHxvm1v/hl1l26mkdu28azd++iWqqFq5J6NZ6952nWXrKWN37gxkXWCADX8Xjga49RnquwdEMvnutzbNcxClNTeG7AsV0FClNFdj+4n+Wbmji2/U5mx+tUSjGEZuLVJbWqR3BgjKO7vsAD//4UvifRTQPD0qiV6jx+x9Nsvn4Db/zA685qVchPFbjzH++jf98QSoXKq+d4PH3X01z9lgqbrxgjXKrOoFbMs2rtNLmGTUyMdTHRP82xXSfQNI1MU5pYKobv+oydmOB7/3Q/hmWw4vwzrUW1ch237tHQGqet8wStHf3EYmO41TxeNcPJQxlqIxqBL0lmdMKFF3TauydpaKlTzDei6y6+9/xqsoEP0+OK3uXTPHZnBt8L8H0X1/FQUqKkDJcl0DR0XQsVdV3Dc1zmJgoMHRp52c/mfwWRghEREfEjMzM2xv7HHuX4nn6mRw2cmmDVlkY2XdnL0LEqJ/YcQ6gSpTmf4WMBZsymtacZ3dA5suMoU/17mB1Zw6VvvgZUP+CA3otmLFl0HiXLIKcIS1+3I8TZTddKSfC2o5xt4I/ie7MMHihw/Ok0o8fXkUinmR2f46nvfInZYxN0LnPQDYGUOWK5K+k/3sfk4BR9G5agaQIhJOlcgWxjwMSgya4H93He1X00tfnzfekADJDjoGogsgi9CRWMo+qPgvt0GDuhBLNTUC0MMjmSpF61seMuhukT+DVS6cMcO7Sf8ZGLCAKf4vQE+AfZdOk4bh1OHrSplgx0I6C9d4DlGwyWrBqjZck4QjOYGqlwaIekKTvNpe81MEyJ51pMjbcxpHVSqwge/eY2lFK09bVixQAVgLBx64rJwWnu+Lu7cWoeT9zxNOnGFK3dAUIOgyxQqwQ898Bx4vER3vDBDywa//59g0z0T9K+tA3wmTz5DKnEMK3rBULTGB+00Q2Di68dJZU8yNFtKRpbDZZvKDE1kuTwHhvpgww05iYcdj30HA1tjbT1teLNepTzFXzXZ+DAMNOjc9zyx+9aZEUKgoC7v/ggx3f30726E2t+iXOpJNP9z/DA1ybJNS1n2cYmAKrVaXxvhhVrD+G6GXbcX0AgFtZDMcxQOWnuamR2LM8zd+9i2XlLzlCC46kY8RSsWPs0fSunkErDrQfEkz6Xv2Ga3lVFHvp2G4XZOL53aoVFDcNw0DQwRAzf8wG1cD35qSKVQriqdLZZp1JQyEDOW9/CRSaFpi1a90ibX8HbqTqU8+WX/+P9LyBSMCIifkZRKoBglNJcgdkJKMwIMo3hyrvpxtxZhGcGtOZ5M7pLcfRuhnffTtKcJp2wGS2ZFGcUT34r4Jnv+lxwdYULL/WxYjZzUx7tHTYnDvbh1TO0r8xzybVDZBunSGXuxZv8a0wDEBZoSaS5GVK3IrQWlPMQlalnmB2fQzM0Wpd0YSavYHpyOfWqTzKboLE9F8Yr1L4BzsMgyxBM4pSLNDX53PjzOpvHT7D7mWuYGRkjmz1MpRAweDhB9+pGTCOPM3cb277VS6p5E5oGza1DdPYeItc4iaYFOJtt9j2tMbT7AI2XmfOrk1pwar0SVQOgXM0ggnEsaxhDVIAavl8nk/SJWwaes4RaxWFqeI5yISCW1DA0RVvbTr7/r+PUqjqrN+usWD/CwWcEx/bFyTQKmjs1Rvth9+NxBD7dy+s0dw4CGpnGEsvXzdHR7ZMfTxFLNxGLz9Lefhhci6PPNlGas7HjOsofDVcGnF880TLjJLMWJ/b088htT4DQ0MUEpcnjWDHw3BhS6qQb6hx8YhsX32jR2PeeBSWjOFMOAw9tDbe0g5jVjzQNpLIQgaKhpcKGi06y6eIyj94ZY2rUpGeFi2VLOvtcAj9O/+EcQhPUJyW2pvAcn8NPHyXXmiWZS6LpGsXpEg997XEa23O85cOvX3CXDB0a5eTeQTqWtS0oFwBClWnpKDFw2Oa5J+os2xhuNy2TajlFrrlGQ+NhqsU0yezzgbO+F6AbGqZt0tzVyPDhUaZHZmntaV70+0lmElz2Bg9b66dU6kQGNkoWQFaplU2a2vJcdtM0+7avpH9/DRkoQJKf0jAtE9PUmR2bzwaJW/heQKVYJZXTcWqSWkWEi2GGTxhCE0g/XJVY0/X5FbQVhqEjA4kVs4jNp7H+pBApGBER/81QsgKqBMIGkQMgP1kg8APSjSmqxRr4z4L7OM/eM8LuxyrMTbmgfBpafdZeqNh8VZJMSxNOJYHQFblmhabHwVyLsq8FdxsTR25jerjGkecaObHPJdtYpnely8yoxflXzNHa7TE5ZOC5LrGkYuV5FZo7ijz4rXHyYwYndytWX+Bw7c8VwlXlsEFZ4f+dh8E7QqW+mafuOcL+pzXKeROha2Qb9rF03TP4QQsnDrYR+CYbL5NceuMJktZzQA3wUQosS6ACg1Jeo1aaY2j/I+x5PEmllEWpcMn2NVtKbLkmRkuPSa5hCMOO0bdymGUrd2DHyiBA0wSptMPWawMUBdCuBpWft1DUgBT1mketXCKWqGKaAYGjIYWYX5U3QDcUhuHT3tXPnifTTI8ZaBr4boBTkSxZXeeyNwTseSKH79rUypKBo3GyTS6B73Nop6JWNkhlFJ4TMD5gMHhUIjTJB/6wTDIjGT5uAx66MYGmCXzHonOZg2XXkYFFLOYg/TpOLY4Vj82v4FkinjSYHDY59PRxDEPSXx2nVpF4roZheMRTOnZcQ2iC/ue209i1GawtAJi2gVIK6Y0ivVGqZRMzFj+1SDONrUWWrquAkhx9LoGuKwJfo+ppmFZA17IaYwMxquUYSoKSEqfmzq/ArCjOlKiX6wRBgFf3+e7n7qGxPcc177wcgPGTk3h1l3jqBcJVFQGPTGOKwcNV3LrEioVukGQuwdyUQyY3Syxho+mhdUIpRa1Uo2N5G7GEjet4+K6PW/fO/J0plzWb8wweSDM1UCeREZh2nMDV8RwfGcRZstpl8GgF3dIZH6hjmj5mrAMlYuhqCk1P0tiWxa066KaO9H0a2yRP399EcSZAyjBjxHfD1WAhXKlZSYlUoGk6wbyFI9OUoWN5+zl7j5wLIgUjIuKnGKXkwtL1ggKy9ijK3YkmaoDB1HgzT/8gyeGdPoWpIl69wLVvOcq6LcPc/40Ux/fZ5Fpc+la7qABmJ012PaIh3SHys+OMDcTRtBQdyzrZdKXP2gufwJndzhPfm+GROyAILEozZXpXV0lnfeamdLqWlWnp8ug/ZNHUFrB0XZVESiKloKUDLNvjjn9uwbJh75MBTiXLzbfMYeQCBHMgHUDglA/yvS9Nc3BHhmyjTlu3Qb1mMnjYZeiIw5ZrDnLpdYdw6x6lOcXsYBlriYthSgSgFMyM6xRmDXxXcHBXnJ0PJ6lVdUxbYpiQynjMjCl2PlzjTe+Z5dc+XkHJk5i2AKFw6xqFaZNazSSZ9jEtRSo3A/4AyGGQM2EwppoGBaYJlg0oMMwA34W5KYOpMZuWTh8lwyXvJ4cFmpDEEuHS8a4rKBcMRo7HSOccZsYkKjCIxQPsOEwO6xSmBblmHzsusWzF8HGTZBZWbPRIpBxKcxZCaOiaTykv0HWw4hrVsknfmhqPfS9NtSJIe1Cd85GBc5rpvo5TdQl8QbpRQ/k+9YqOlBLPAU0HwxLkx30ev7PGusueId4SKhh963tIN6bIjx0gnhQEgYa58Hwq2rqKpLKhIqTrKjT8CFBS4dQF6ZykvbfGwR0mp+br0pdoukZ+soBh6pi2GQrgQFHJV7nj775P96pOVpy/NJzJnzVo93mBLBWcWnZL0zV613QzsK+AU6shNIHreAghqBSqJDJxulZ0AFApVImlYmQaz5IaLPPEE3V6165HMsvcRIFa2UcTcdKNFbqWxUmkXPzAJpE1GT3u47pZzGQP+7en2HrtcTZcliAImji6a4TAnaNjSYnZyRz9R3swY3V0PcCMmRRnywhfgKYwLBMZhLEYmh4G5XYsa6O1t4W1W1e82lfKOSVSMCIifspQqgbuLkYPf5+JE4cYO1nj0O4U4/0mVkzR1hujc0UG5c8ycnwfM2MGM5NNlPKKG94xwqZLRtj7dJoje2x6lldJZQNOTTc7+lwmBk0O7Ehy3dvnOL7XZm66zq5Hh/nPz5kksxpL15YRAoaPW3h1SaWokZ+Oo+mKZetq9KxwmBnXaWz1STcE1CsGtdAQgJ30aen0uPTGPM88kKGhRXHkuQSHdtXYcrUDmofABUxKeWhsrXHBlR6FWRspLWzbZ/l6xcSQyTMPxLFiNXqWe6zcWCOZdgh80IRC0wVDxywGDtsoJdBNSd9qh9Zul6N7E6QbJJuvKJNIhxkt44M22+5JsWJDBSsOCIVSYFqShlaXjO/huQLd0LBsB7ztQB2lQksJCkwr/PNdqFUFlg2eKxg8GqOc18k1BRhWgNA04skAzw1nzVIKso0+Tk1w4kCM5g4f34PpcYOlax0sS5Gf1ogldAxTAyRuXcP3w3M0tATzxwkzGWpVEQpwFJquUa9qtHa6JFKSWkVjdgI8V6EbPnY8FAGl2TBmIZ4BZEClCLoJMSsU6rWKxIop0g0GE4Nw6JkBNr8pfGayzRk2X7+BR//jWTzXQhM+0g8VyrlJxZVvcklmFEoqupd7DByJIQN//mkWKClIpCROXaEbIDRzPiXTRSm1EBvhu2HWS6YxRXmuwmP/+RRLN/TS0tOEYeo4NRc7flpsjkgDBoXZOmsubMSKPR9D0dzViGXmOLE/h+vGyE/MkGlK09zdyJK13aRySQI/YHZsjq1v3Hz2FGVhABrxlMnai1dRK9Vwai66oZFMzaLJQVATXHS9y0U3toF1NfnipRSmNQxTo717BF0+Bv4otm0xetxi58M5tj/SRq1i0beuhabORpyaQ73i0L9viMJUAU3XSDUk0Q0NTRM0tOfINqVZcX4fK36CMkggUjAiIn4klJwF7wDIIogYGCtB7z6nOfynyg8f23WMeukE8fgES1fn0cURpofHmRh0qJYEiaTi4msn6T9kc9f/a2HkpGTnIxWKMz7pnMHStS7pzAgqMJgc9pge15geVWy+Ik+uOWBuyqBc0LDjimyTR2evw8Swia5Lzr+yxFf/pp1SXkfTAmrlgNnxsGZCaAUQKATVso6mSyZHTRAK0xa09XooCbWyhkJgWorRk3GEJll3UZWxQZtdj6UxDMXt/9jCkd1l1m6pkm3yyTX5TAxZtHa7pLJ1JoZcju2No+sgEeimoDwXZ3xAI53RmBxO0LFEo73XxYpJAl8weMRGNxS+B4UZA6Pd45KbinQvd7BiilyLj1sXBL6grcdlYshi+LjN0rV15l3fGCZoukJKCHyNwFP4SYlphUqWUqFHR2ggFEyNmiilMC1JoCt8V2AYCk2HWlWjtcGnXgln8VIKNKGIJQIaWwP2PJGkXDCwbUWmwcdzNSoljewShwuvLWIYkJ8xGeu3GDxmgwLdgMDTQneQrYjFoVoSC30LffYKw4TOPp/+QxalvEYsHn5XSnCd0Fpg2xLD0CgX6viuIp4OB0HTw4MVZz1WbU6TSNc58Iy7oGAAXPG2i6F+J7semmJi1sSpOVi2SXOHTs8ySKQCPEexbL3L/mcgP2WQbfZDI4NQuE5occm2JPA9E7fuEvgBsXm3hwxkWFujKY0QgkxTmtHjEwwfGaVvfQ89a7o4+dwgvWu7nk+l1bLMTacxjCk2XvaCQl4yT6YpyaYb3sUHk0nu+deHKM4UaV/aim7ozIzOkZ8q0LOmi0tvvvDsP1DRAMZS8PcDWeLpOPH0qQybNAQxUB2Q+B8IYxlCb6ExAY0LXoxulLoAgkGyKZd0d5od257AsA+yam0bxZkS/fsHcWougRegaYKtb96CU6kzMTC1MA5NnY2svGApN7znamKJqJJnRMRPJLVyjXo19OWe/kNVqgayGioSIhHWIajfg1OZoVYCM+aRzCTBvAQVvz6sZyDSCGFSLdeYHJgmnrJp6Wk+azqmUj6oItWSi1OPkczE0Q2Xx7/1JM/eu5vK9HFQc0i/znmXzbL5ihIHn01QLhgw7+O3bJPlG2pc+cZZ7vxKC1ZMYsckTk1Rynu0dHp0LpGYtkIGcN6lFQCsWCiAS3M6sYQimQ4QuqJzmU5Di49T12ho9qlX9QUhILRwdm/HFPG0xK0qEumAwozB3JRJvSroWe5RzmtMj1l4roaUoGmKrqUuQ8dtTFOx/qIqT92XZWLaYHLEYMtVJSolnfFBkzWbawwdtwFBQ4tHa6dDfkpn6JiN5wriCYmUioM7LI7ssWhocbnizR5CN5gZszBtSb0qkFKjWtbRDUlLh0d7t0f3MgdNh1hcIiUc3x+nNGfge4LZSZ32HoFpK8z5ybCSoYLiVEOrgecFpHMKOy7R9VOhklAsaBzbF6NjiUtzh0QpgecKEumAYt4g8MB3w/vV0ulRnFPEExLNUPQfirH3qRSmpSgVdfrW1rHjEqeusfnKMoYJuiGRgaAwY3B4T5y7v9qEZUvGh3UKMwZt3R6ablAuKAJfIGWopDZ1eIwPpllzgUd+Wmd6TCcIBG5doemSWFwn1gRCCxCaNZ+RUMepytAEL8H3Jcm0Qd+6OKXZKvmZhkXPsGmZXP3O13H+5d/i2L4OTu4bI/CqtPUovCCJEEVkIGhs1bn6rYrHvmcwNaJjxXzKRY3BowniqRgbr7qAsePjHN89gJQKIcCpuoAikYmTbkhSLVRp72ulVqlTKdYwTIPX/+p13PkP9zJwcATLNjFMnVq5RizZxRVvTbHqvCnw58IgYlUN45Osa9FiW7ngep3ulR3suP85Dj97jOJsiVjC5sqfv4QtN26ioTV71veFEALsy1H+MQhGQGsHoc9rnXlQBYjdiGZf/KLvHCFMMJYDoANv/+ib0QydR2/bRmG6TCxpo2kCzRBkW3IErk/Xqg6smMWJ5waYGZ2jqbOBVRcuJ9dy9n6+lkQKRsTPPNMjM+y4/zkOPX0U1/GwEzbrL1vNluu7yWT2grtrPovCAtFIaeYwOx/R2P+UR7VYwjRdVm4c4oJrnqF9yddQ5hoKcznu+CfBsz+YXVg3oG99Nze+9xouvfkiAJTywH2a8WOPsvOBYY7sdogldFaeJ3HqPs8+EJBrrNC3sobCA+WydE2VwaM2tYpOQ4uH64QmcE0Lff0rz6uRbfYozhqkMpJKUWf4eIxKwWDFxipX/VweUMxMGMhAEIsrrETA8o113Lrg2HNxdBPqVQ3PFTx5T5ZUNqC5w6Wx1SeVlQQ+zEyY4aw2b1AuaiBCgZ3M+cSTikpRC5WNmoZhgGEoEDA3rdPS4fHMDzJsvKSKaYWz/b41Dr2rHMaGTHxH4+DOBPVqmI5nGAaZxoDWHpfxIWs+aFJRKWvEkgFv/+AkqzbViCUkugENTQEHd8bJz5gYhsKKByxfXyfX5DN03GbgcBxQZBt9Vm6qsXJjjSfuzjAzYbL3yRQTgzaJdMD6rRWyjQGmpUikJACaI7DjiuHjFqmcpL3XRROhkjE9ZuLUNAozBrlmH8tWaJpCSkEsHtDS6VGYNXjqvgyt3S71ss7AnMH4oMXYgIXnaDh1QTIlOf+KMoYZxlr4vqA4qxEEJqYVUC1rrNlcw6nOsfOxLMEMHNqZZOmaArrhMjtp4jmKdE7S0afwHJuxwUaE5pBt9KnXNDKNGnYiTjpn0dZjU5zLM3jYQrdsEqaFprloWp3A09EMnZjSaesxsO080/UUzUv7zvgdCXsL2bbdbGkaYNOVS5kZc5kZnSaQHjCLnfAxq4pV5/s0tgcMHJJMDChmp2wqlQy5lgbcqkNzVxOBFzByfAIhNOLpOIl0LKzbka/Q0J4j3ZTCdTziyXAi0NrTzC/+77dy6JljHN15Arfm0dbXwtpLVtG9Movw96O8vaAqoHcgzE3zxc1Chb+1t4U3vP96rvqFS6lXHBLp2Bn1Ps6KsQ4R/3lU/fsQHJ/fqECkwL4aEXv9K3oXJbNJ1l++hl0P7CPdmEZKSTwVo7mriVjS5tl7d/PU93aE4y0Emq4xMzrLvscP8c7/+Rbe+pE3vKLz/biJFIyInzmUUhAMgZxgdrzI9/75ICf3VWlozZLKJamX6+y49wEa0wOsvcjAirUCBgQTVPOP8OgdJlOjNudtncWOS/JTOnu2JTl5MMHPvW+cTGuCv/qtMY7tcbATMRLZVgIv4OBThxg/cRCce1mxeSUzwwcZPT7EzocDPMfngisnWLlxBt9X/PtfdlIqWmRzFeq1MHAxmfEozOgc3BnH9zWSmdD3LkT4N3jUol4x0ITCc6FS0pEK3LrAqQsaWnxqZY3hEzaxuKRe00llfbqX+2F8REySaQyYHgtD9CaGLGbGTDqXOTR3+KG7wQ9ntO1LHPJTJhsuLrD7iTQoRWu3S60SKjv5GQPXCd0DQixYwqlVNBpbPKQSDB6zMUxFEGjkmnwMS+K7GlKGLpcwWh7KRZ2pEYPGNh/TDn37lVJoWfnl35tgxYYarqNRLWukc6Egjycl2+7XkL5GpkGSbQyoVjSmRix0IzTJu67G6EmLli4P3VBYtiTX4iMVlAo69YqG9KGh1UfTVBg0mZF4jsCpa4iioDSnk20KQEEpb2BYilJeY+SERfdyF9MOrUTNHT5KCSaGTJ7blqapzUVKwclDMdyaFo4PYOhw9VvyrNhYZW7KIJUNGD5uU68YeJ5A1zWcmkYQwJoL6ux/Js3MpMHMpM7JQ2laux3aulwQilRWMDNhcWh3E4UZEzvm4tQFqYxk46VJGtqbEfigSph2nLH+GE7No6mzEU0TGEaZWLxG4PuU5hRtPQae14rrZ9l4xaYzfldCa4TEL6Nq38bwj9PW5dDWZYC2BrQbKU0+TCxxBE2bZslKje6lNmPDnXzv/53HpqtTbLp6HU2djbT3tdC6pJm//8gXObDtCJZl4DmhO6V1SQvLNi5hemSWtr4Wuld3Lpw/mU2y5YZNbLnhzL6hX4x4CUvCwjEyiVe0MmloxbgYzNWhy1QVAXveZdq1yC0jpWT4yNhC4Gr36k4yjYtjO5RSjB3ZwcaLK7QuaaVUaKReS1MuVHjm7p2MHB1HSYXQBaZpIKUk8AMK00X+48++xeqtK1j7IpVHXwsiBSPiZwoVTKNq3wb/MMgalbFRNpzvsnztWgZPdBL4FslMgmWrjmKZwwwdXcHy9VMQTIAq49dnueqNHrGkDCWCAhnAhdfOseuxFA9/O47QCxx7LktLVxwr5oFWR4gaW68bpXdFHt17DlkMiOmC0lSKVRsCNl5SoqXTRTcUe7clGRsQCOHh1AI0AVNzJjMTCey4ojQXuitGTlj0rXKIpwK2P5xhYshGBlAt6aAE1XIo7HVDUa9q6KbkwTsaKOd1hBZmBuRaPDqXOphW6D7pXubQ0OLjuYIH/jOHAuIJRSwRbkuc9saoFHTiqYBLbywwOWIhNMXUiEngh3ENSgoMK4xf4FSywryyYVmKY8/FUQpiiYBUNgiLD5kSc74QqFsX6EZoAXBqGrWyjufA7KRBcUbnurfPsuq8KrOTBoGvYVjzSkAsIJGRrNtSZdfjKXJNHlZMMn4kRmHGIAjCTvieYHzIwowpelY61MoGSoVxEaYtCQJBEAhqZR3DUghNUS7olIthqXElFVPDFslMDcOEeCqglNfQTYXvakyPGQwfj3F4d5z2Xo9VmypoOixZXeP4vjjZpoB1WyrUaxqlOYNaWWPTFWXefMs09YpGJhcG3y5Z7VMtK9yawLQDJodt8jMxck011m2FyRGBpuk8eW+aTFOczmUGtYrArdaplT2CwKVWqjJwKIYRi5NukCTSBkLNAjpojWTaltHUPcfJvYMk0jGS2TgjRwNqFQsVuDR3pzASnQydkKzcsoy1l5xdiAm9A5K3QjAAcjo8vtGH0BpJJz/A0HN3MHL4EQrTFU4eaqWY76BnTRdX/vwl9M6X7T7F+/7kl/jqn9zOeP8UuZYsje05TNtgangGM2Zw+Vu3/tDlzv+rEFoO7MtedP+Bpw5z1z/9YCF2IplJkGvLLCo/r4JpZOUOenu/R2dHGStmIoMUk+O9fOOzHqPHJhdSVZVUeJ6PYYT1MDRdo5yv8L3P3xcpGBER5xqlFMgJ8I8DHmiNYKxGCDtUKryDoVLhPB76YPVlVKqNzE30Y8eKCPU40yeOcuzganpXJ1mzbh++5xBX25kehEo5TiLlYFk+8aRE08Oyvr4HhgHJTMDW1xV5+n7J1/9vBl1zqZYDqkUPzShz0bUlLnldgfy04NDuGGMDAZ1L61x8/TTZJp9aRaNekZw4mOTerzdQyussW1sj2xS6O/oPx5E+LN9Qo6HFY2LYolI02L89rPFQmDFpavXItfrMjJuU8zrFvE4QQGuXy7oLKxx9Lkk8EdDS5dLZ56KbitkJkyfuziJ9QbYpQGgKw1DkmgOUmneh2Ao5r0g5VY1yScepCSpFnWpZZ8tVJUoFPYxlKOhMDJt0L3eZHNaxdAkIZGhsIdMQmvgnRw0mhi2EgFQmID9lUJzTSTcE1Eo6ugGmpdD00LKQbQo4vDvOwJE4Te0+6y8scfXPFcI6DfOBmGGshE48JUimA9p6PPpWOwgNZidMhk/YoCmEBISgXgmDI1UgWLKyTqVgIGUYjKlUGIjYs8qhWhbMjNvUazrVskYqa5BIO3iuhueG4+JKyDX5BK7ATkjmpkx2P57i4M4kw8djGIbEtCS55oDlG2ooGVpPpp3QotLQ4nPxDRUuvKaEkhq6Lsg2B1TLOm5dI5X2MRoVQtep19PYSZNEyuPKt3awYstaRo/swZObybRfT9uyDRzZfpwnv/M0M9P91MpVQGf1pb1c/+4r2fv4QQ48uYfmzgTpxgxoWcqzVUzLZNM164knYxSmi6RySarFGlYqSSLTiCLJRa9fztXvvOwl3QdCaGHwI4vLa2uaxpLzf56u9W9h9PgEyy+pk8wm6FjWdtbYpM7l7fzSx97Oo//5FEMHR5gencW0DTqWtXLZWy5i9UU/3pRMKSVDh0eZHJgCQutJz+pOhBCMHh9n9PgESipauhvpXdt91nVa3LrLXV+4n7v++YH5pdptDNPArYcLnz162zZ8N+D6d19AefwLzAw+w+hJh/y0hmkL0rk8qcwYmy5JcGJf7vkDK5C+xPVlWIBLSjRN5/Czx36sY/JKiRSMiJ96lHJQtTvB3REWmArr3oHeidKawN0HwaFwNUpVASzwh5EVn0yuznPbEux9KkUpX2Nm+CDDh3Tcos+6i1xWnecyfMzANCv0rKyHQkkq4imJYYCmhTFdQoSm8I2XVPn63ymKc1CcCwCNVefXufrnpjm4Pcn+7UkqRR3TUux+Ik1Lp8t1b8+Tyvrc/81mju1NUJjVEcDogI0fCJxqOOPOtQRh7EXSJ5MLqFUVM2MG+WmTVZuqtPWEWRsNLX4YDDitc+JAnFyrT6VkkMr6LFtbZ+m6OqlMgOcKnJqDUxOUCjozEyaaBu29Lo1tNXpXOgwfnc/EqIVuiZHjMUp5AxmEcRq6HioCgVTUyxrpBsm+p1J09s2SafQpFzRMKwxQjKcUqaxk12NJTh5IhC4RL3SP1OuCI88l2HJ1GRVArRIqGUpBz8o6vivIzxjc+M45Ovscsk0+VgzqtfAehEmZAqWHlpVyXqOxLeC5pxJMj9lcdlOBwAszLeINAZWSju+F342nAoQWKmLTYya+L3AdjUpRQ0mo13QGjsSwbIEVU2hGnGTa5cieGN3LfOx4uN6EYUr2b08yPWagGwCCjl4PEBzZE2fnoxlu/MUSSgqWrK5x2RsKmLaPWwsDamsVjf5DcZaudYklBXbMDUtDC9B1hRULKM3ZaJpOPKnm0xWzWJaib20OkbwOYZ2HUpLVF2gsX9fH6IlGHKeFVGMP7UtbQyG/rodEOsHhZ48ze7AMlElm4my5cRPXv/tKhCaY6J9CSkkyl6BWrCMDSVNnAw1tuVf9ezVM4wxrxYvRvaqTX/xfb2Wif4pyvoKdsOla0f5jXyhvbiLPPV96iP59gwtFtqyYSefydjRdMHpsgnolVF5106BndSev/9XrFlX7VErx4H88zgNffZx6pU7nvCIV+AHlfIXAC+ha3cnuh/ax4aJpKpNPMXwshp1IgsozPWoydFTHtAKWri2Ra0oyN3mmxUZJRaAUSgO37p+x/7UkUjAifipRSjExMEVhagoz+C6d3Tux4g2gtYHREDrv3WdDqwaxedu8AYSVDidGShzZZTE2mGLkhE08EZBq8Ghq8yjOhVkPTi2cyRqmoqXLJZaQlAs6+WkDTfMxcxIVgOfC1JhFaU5n39NJ4smAdM5DNxUtnR7v+sgkh3cn2HZfhqZ2j/Muq5JIKmoVjWP74tzxL81YtqQ4a5Br8Who9bBiirlJg+lRi1pV0NLhoVRYG6Fc1OlZUSfbBJWCRscSl+7lLuW8TimvIaVGIumzbmuF1l439OFXNbpX1Fl7YRXdUIwPWaG7wFfkWgI6l7gYVsC+p5N4ro0QsOr8KjseTjM3ZQCKoaOhchFPBrh1jUxjQEuXQ//BOMU5jaZ2l8KMyeAxm4e/k+OSG4q094YvZ01X1CsaT92X4Qe3Z9ENQSYmMS1F76o6bl3jye9niScky9fXaGz3QQmEpnBqOgd2JHBrGukGD6euoenzBZSCMFNDBmHbUClRKBlunxiymRy2qJR0lq2v49QE9apGuaiTykosW1KYMdj7VIpV51fpWuaEVg0lcOuCx+/KkkhJelb4WPGwSFYyG3BsfxNjAymu+rkimm4jtDqpXMC6i3QeuGMJU+MVpK9TmBMEvs6ai2wufb1CqX4a21xkAJlGRXO7R6WoGBuwGTiSoakjhpVOkW0cwnd8hBaACFBSp1wwyE8bKFnGshWel6NzWTsEg6D3gLkGFUyganeAfwxd1enpIQw4tM5HcDOQJJlNcvOv38SlN88w3j8F8+uTNHc1LsQMLN3YA8EwSg5C+xxorQj9LMWm/gvQNI2OZW3n/Liz43PMjM6h6RqxVIxqoYrQBA1tOe76wv2c2DNA+9JWEvOpp+VChce+9RSBL7ng+o20L21FCEGtUuLknn185+9Gedf/ehuZ5nAdnemRWZ579ABO3SWVSy5YaXRDJ9OUJj9ZCGtn6BpD++9GyBqalWXwkMaex+IUZwNkoKNUipHjJo2t7lkVDCC0aEhJtvm1uUcvRqRgRPzUMTk4xcPfeIKTz22nVhjA0KZp6XS56PoRNl2+DxG0gdYDsg5q/k+kgBLlguLRO1PMTup09Dl0L3PoW11HCCjO6pSKOu09LjIQdCxxyTT4ZBo0hAhnkpYdBgiWizqJtGSk3+Lxu7IMH49RLugMH7fxvbDmg0KQzgbMTRoc2plg85Vl1l0YFrbSdIXnaixbV+eu/9fIyQMJVp5XwbTCwMj2HofWrjCo89jeBLqhmJ00w3oOpiLw4Yo3FkhmAgaPxLBiklyLJJUTtHa5LFnlkGnwUUBx1mBi2CSRDrBjkskRE9cRBAHY8XDGPzlqsPp8j95VLrWyRq0q6FrmsvWGAk/dm2Vy2GRu0sROSGqV0AITxm5AcU5netTE9zXyU2EdjL3bkpw8GKN3VZ10VlKvaZw4EGNq1CCeUKzYWOGCK8sc3p1EKUjnfHxfcO/XG+hdmWTJqjq+J0hkApyaYKzfZsvVJRIphW4ohCbn4zcUhdlTgXQCf76ic1ObR37aYOBQjLlpg+0PpXnTr8yQyoZBok3tLk2tPqW8yZP3pnni+1l2P5Fm6ZoayWxAvaIxPmSSnzGolizWXeTT0WeTa3aYHouhRBtvel8rsVwFVAWhwDaLrL/6SlZcNMWj3xpg270ghEssoaHpJrseLbPpkhRNHUm23Wux+vwRAq/EiYNZynkwYxZ9G9fT2JkBp4xuWdTmyhTnNJyaQa2iIYSLbTt4boK2Zb0Yen+4+Fvi7aAcVPX/4deO4st2TKsL3dDClEnnUZRykPYvUZwN10xpaM/R3NV0xu9L+f2o2vfA2Ta/Do0HWgyl96HsaxDxN4YxBy+B53qU5yrUKg66ccrqFyOZTVCaLSO0sIbDj7qKrlJhCXEZSNKNqQW3Q2muPF9wyybVkMSyqvP9zyBEmHFSmivzyDef5PCzx8lPFZgZmcWpueGaNh0NKKmYHZ9j45XrFqWrO1V3YeGxesUh05xE+f3EjCF6llUZPHScQ4+c5MI3XIqIvZ6BA8OU5yoYhob2gmXmhRDYCZvJgWmkUkycPEki5bJ/+xyHdljYCZ22XoN6pY7rBBRndSrFH261aVt67hWxV0OkYET8VDE9Ossdf/d9xo7tpaV9nLa2WTzHZWY8xt1fixF4RbZcOwZyLrRiKAVUAUm9anDnV1JUinDpjQU0DY4fjOFUw9TD5evrtHS5FGZNDjyTCM36yQA7Hgb9hWIsrI/g1DRGByzu+rcmpkYtmto96hVBraxh2mEgVnObi2HAvf/RxPINNS64ugwKygUdKcG0FS1dHle8sch3vthEcc6kpSsMIDVtcOsSpxYKzaGjMRKZgPYel3gyYOvrSizfUOf4vhieK/A9gWFKNmyu0rPSoTirMzVqUq8Jmjt8Vm2qkWsKGDlhUpg18BwNfd694zoaUyMmrV0e5bxBEISWgWP7Yqw+r4ptK+77eiP5GYVlKdJtHs3tHroJx/fFqVU0rLgk0+BjWZKxQRvf1ygX4PDOBK6j4Xth/QfTVKzYUOXN75ll3UUV0rmAbfeFMSC5Jp/8tMH4gMlov0U8KVmxoUqlpNPc7nPRdWVSWTeszKkLqiVBLClp73HJT+vUqwaGFdDcEZqJD++J09DizwddCnY9lmb91jJdy30mhkwGjqY5ti/GMz9IEwQa0+M6pbyBUlCrCDINAamsoJTP4MqVFCtZpDbL2q3DbLgkRktPCkQWlANyBEQPmCsYPryLvU8JDAPWbs1gxzXKcw5Hd7kUplLc9G5Jtv18JseytHTsR6oEuTYLQSh0kXMgJJqeJNm4hOnZLJXKAJqoIJWFEho9q00aurrBugBhXYDQ25np/y712W0MHo0ReMcxLYPWJc10LGvDNLspDD/KY/cUOLonNP+0LWlm83UbWXfZ6gVBr/whVOUr4O6ZX88mNV87ogJ+P6jvodQsJG5BaGfOlt26y64H9/HEHU9zcu8g0yMzBH64EFcylyCeipNqSJBtztC1op3N15/Hmq0rXnaBOqUUR3eeYNcDexk+MoqUilQ2QTwdZ/TYBCPHxqgWq+RaNJasVlx0vWLz1TFiqRzKvIi6dwHf+dxDHN1xgobWLPWyQ61cRwhBaa5CpilNcbbM9PAsgweHWXnBsoW+5acKgMAwNGbH52jtnIKgH7DRzQbsRJ3DuzwuvO5RlJzBq5+PbmjEkrGw5PhZimDNjs8hEBRm4+RaPYaOWWGNlpiLDHSEFtaeaWjxGB86+wrCp9A0gWn+eF1Hr5RIwfgZZG4iz8GnjtJ/YAglFb1ru1l78YqzzmbOJa7jcWzXSQ4/s4vi5HFMc5LGVh/TbiSebWDZWo2GtoD+fSWevLvOoR06iYzOhdfHuOotcZK5HDvvheGj/VjaNM894RBPCnpWgBVzKOV1HvhWjES2yrHndI7ssbDsOD0rNDRdkZ9J8NwTCX7ptyfINnkoBJsvL+O5GnPTGqYV1h0IfEW1HBaJau3ysWMBpg2GpTA8he9CPBmw49E0kyM2fWtq+K4IZ8YdHoGn4dTB9zXOvzyPZirSuYAdj6QYOhpbyNboXu7guQFN7R5rL6wyNRrWbdA0hReExZ7aelxS2VDRaOt2kYFGa5fHyvNqlIsaTW0eqXkrSd/qGl1LnbCYkxToRrguRlNb6F5paPVAKPIzJqW5sL8QuhpicUG9onNwR4Jdj6doaHG5/PVFGlpKpHI+HX0OVkwuuDwQcHB7WKvCjocFoHxXo2+tQyypOHkgVHwU4XmUCrNZEpkAKyZp6XSZGDK59PVF7IRk56PpMEgygMKMSTwZkGv2qJZ12ntdbnjHHG09LhD6nGtlwdiQQWOzJNvs09br47tBmLECHNsX48m7c7T1eLz9g1Ocd3kFFNRrcQb7LyOfd3nmIUVXX5GeVT4nDwhqFYFT1cLCZTFJ7ypINnRw/g1bef+n341hGQihwH0EnEchODE/FlroorBvIHCO8+Sdo9SLJt0rVCicpCCeEHT0eUyOWOzdJulcbeO6m9CtMVq7HGYnJW7dY2ZsjkzWR1c+CAvd7mLZeR3ASgI/rOYomA01w/T/RNNCoTVwcJjR575FPFZFkELTNU4ccHj4jn6ENk5Th03PslH8uk0iE9ZhGTo0yuDBEWbG81z+lovo3zdEdfKLNDTuIJWqYsVTxJLJ+RU9LZCFcJ0Ydz+Ye8C+/Izf913//AO2fXc7E4NTlOfCZdaVVFQKVWbH5jBjFg1tGXRd5+TeIfr3D3P9u6/g4jeF65qc3DfIg197nCM7jqOkYsXmpVzzzktZdeEKpJTc/cUHuedfH6RWqpFqTJFryXBs10mmR2YRQDKbINvskc1NMj0Md305zcjxBm5+fx479m0OPrGd47sEjR2NDB4cYWD/MHbCIpGJY5g6k0PTxJMxYskYEwPTtC1pIducAViopqlpGr5bgWAaRDIswAcYloZTs0DvAu8g2Vw7QtNo6mqkMF3C9wOM02JHSnNl6lWXrhVtzM7ESQzvp1ZRZBo0Al/hVcIF0BIpiVfXfqgFQwFzk4VX+lr+sRIpGD9jHN/Tz93/8gOmR+ZCjVrA0R0n2HH/Hl7/vmtZ82NKcaqWatz1hfs59NR2lD+E7xWp5CWWHfCm9+xmxfI6+fE0J3dpKFVn1XrQSfLg7RkOPq3z5Hdsfv3TKfY/Vmb0qMfMqI+UkpXnBcQSAYEP6YaA0ZMWt3+ugVLeWKj9cGotCCkVl7+xwLJ1dXRDoevq1HJINHWEFSrrFQ07prBiilJeZ+SkRd8aB7euMIxQAUmkJI4jOLonQUOLhybAdcKFqFIZyfRYGASJEGhGWI9i5yMZqvPHro5pDB2N0dzpctlNRXRDsvK8/5+9/wySbUvPM7FnrW3TZ1aWt8f7c++53rd3aDTQ3bBEACSH5Aw5ZMxIEaI0EYqQFDEzwRhp/ow0PxAcDiUNaOHYaLRF9220ud674315m1Xpc/u19GNl1bm3GyAwlABQ6LsiTtSpqqzMnTv3Xutb3/d+zxsw6AosSxujLNcs/EkM5ZGUXD4jywQ600zMR0ipae04TC1EPPrJDs9/o4q0wXI07W2LaCCxLM3pJ/pURzPCgUAI061w7HzA8g2PtbuGlCnksPVNG1iX6yk837zu6u0cM4cj/Jyi2zLAK4TBf7caNo6rsR1NmAj8fEYcmqDFL2RobRMFkKaCQtmUZyr1DBAsXvUZnUnpdxT3P9ln7ljE4nWP1rZDuZ4yOZ8QhQLbzZiaj6mO6INrSVjg5TSFosFtd5oWWWIz6AmiQOPlNdHA5rO/1uT8Yz0KFYyVNjZ2/jxnP/FPWNj4TdbvrnDltTxhv0t9Iqbfk/RaJoiYmEuYmPfBO80nf/0jeLn37T79T6LdRyC9ZcpvsoqWUxD8OzavvcL63ZTRyYFhTChAOEjpUBmJkSJm/W4OtyRYvrHHxvUcj35il8oItLYtNu/chTShPj5gEIwjXY/JuQ2E0FgybzImqjuERJkdbZZm/PC3X+TYiR65UpkgdHj1uxErNzUIhywZsHhlwM23c0wf1ZQnckYgWi3Q3G7z8h++zsq1NbYXb/HRz79H6CV4TkCrocmVMupTNVNqEcUDh1Idv4UYBhj9dp+V6+tce+0mr3zjTfrtASrJEECu6KOUptfsISyJtARpnLK93ODCx8/Rbw944Q9e48j9h7jy0nX+1T/5fTqNrmk/FbB0ZYXXvvUWv/i/+wJRP+Ir/+O3yJKMQrVAb6/H1uIOURAhgCTJyJVc5o/tYdsWzR1J1I155Y+6FKoFPvsbC1x5+QrdZoWNu7s01nZJkgwCCPsRju/guDZezkNIyNKUvc3WQYCRK+XI0gwlFPmSAGLgHsdi0M04+ZCPxmHQScnn38F2R4kHEfWZGrure7i+i5tziMOEzm4Xv+Bz9MJhMgR3rqxiWSn5UkK/o5CWpljWZBncvugTBX9GdkJDb6/3HzQ//0WNDwOMn6LRbnT49v/zj2k3ehw+P3+Q+tNas3F7i+/8Lz9gdGbkLyST8dzvv8ylF95lZmGTJAxpbEhGZ3yOnNmjWI5p7jhsr6Ys3ZDkikWqo3D/402kcHj52XFuvRfxW/+dZmtZsrWc4Oc0I+MptVHTDSElQ1GfS2dPcfqhPlkmDGLZMiUNpeD8431sx9Tvg4FEKzGsD2scW5N5GYUSFEoZ4cChseFgO1AdjY2uQgujnwgkSSwpVlKUYij8ZJh1MBmDjSWXG+/m2FrxKFYyxqYS8kVFmgh6bcn2msfL3ynzyCfaFMopSosDp0khNCoTbK+aUsFHvtCkvedw82Ie19VkmTAlCV/x5OfaTMwZgWWaSKLA8CmOnQsojxjXxUJZM+iZbhQhNQsnIwY94zRqO4qRyYT1RZc7V3yKlYzKaMrRswGbKx75kuLC011uXcrT3LEpVbMh7EmQK2YHmhPbhbtXc2wum4VvX3xp20Z0GQUWSWQMt7Y3XIQluPJ6AZXBkXMBk/MJo5Mp47MxE7MJWQadPYduy2NixkHKFLNipwgvZWxa09x22Fyy6LaMs+js0T4jYylHTqcY+LIPeEjHA5HDsQQkz1Ece4Kf/U9uksVNlq9lZBlImVCfMgLKq2/VuXV5gV/7Pz7GyYeP/sT1LGQZ3AcPvteD34PkLcJohjjew8v1QQ+jRFKk8JCWS6nap7GZY+lal43bW7S25tCiwvyRJWaPZVh2xLU3EpZvjTAx2+TImR+R9hXjsx6e75pFXpYR7iMH9+/K9XVWb25w7NQkrrvOuy/ELF1PGZuWOK6g24I0SqjULW68FTNzcouZ48YttDpW5tY7d1m9sc5jn52iUvdw/QzbtXF9l0FngO1YjExW72GwkaDbZGnGy994g7eefY/Wdoelq6v09npkWYbt2IDAsi2ibjDMgjC8LlLCfsjeRpPpY5PcvbjMS19/nW/+T88yaAdMH5tEDgmbSiu2l3f5V//N71MaKYCGiYUxwyHRmm6rTxzEgMDLOcSDNpYdsXrHpbGuCAcZEPCV31xldzPi9kVNY6WBV5zE8VyESHF9Z5jdioiDmPH5UeLQIeiGH7Bpr0/XuP22IEszxqYK+zcqAJ29BMeTLJy0uPjcFVS6STjYprV1gb2NJrmSz9h8ndZ2h+ZWG60U5XqJI/cvMD43ilKaa6+dp7l9FdseUKyYOaq1a7O7VWZrFSD7986xUgqyTP15puO/tPFhgPFTNK6/fpvG2h6Hzs59oOYphGDq6AR3Li5x9dVbPPMLf/4AQ2vN4uUVrrx8nfVbmzi+y8KZWYQUvPKNN7j99qIRe3UDClXN0sWIVkMTx2DJkPaOYvVmnkHPpt8xk8rUQsTYZI/J+T6TCz3GZ3a48kaRy6/3iEPBx77Y4f4ne+Tyiu0Nl9sXfbptk0I0IsiEtbuu4SPIfXGmYu54gOtqhNBkqXktMUQ599qC6qhGDVsUHU8xMp6QxJJe2yJflEZkJ02HQb6k8HIZQV8aLoY0uoUs1ZQqGUkqsB09DGwEIxMJcSSIAoGb0xTKihk/ZHfdIVdUTC/ExIFkY8miWk9RStDatbAd+OQv7fHIx7tIqUnTPdZuu1RGM+qTUKpmWI7mvicGKGXgUXPHAvycAWm9f6RDrUa5liEtOHI2YOl6jlItpbtn8ezvjBAOJHPHIh79RAfXh/GZxGg7HhvQ7ezxo69WhqwJ0wFiTNCgMpqwfMOj0zRTSpaZ4AKhsV3z2Dgy7bCDnqS5U0FKU8LpdSSvf7/IxHzCwsmIh/yAfNEYbEWBTW2ijp2rYDqAFGQdBH38ks94PqU6KRH2UVw/RWa3QQ8BT+wvAhHQBUogZiB5C3JfgqzDg0/vMHPIo73n4OUy5o5FFEqS+bPzvPHDKXY3mn/2PaD2IHkH5CiFso2Xg2DgUiiZNmUzAlzfZnfDQYiA7aWLqMwniTQXX3K4c/UchWKLvfU9Wg146vMtTj/YIsskdy/ZNNYSTj+sSZMdttamefkHr6PFHU49cgyljODxvZc94n6HW+9o/JyDtBzz/rXGL6TYnocmT3v7Fh//4g0K5YCgn2P9aofNtQlsv0qWDS3Th1bgtmvT2e2SxClaJfi5GGE3ydXP8upXX+OP/9VzxEFMu9GhsdIgiVNUpkAIXN8hTVLCQYRAM3005r7HQuaOR1i2Q78f0doLWbu9zZ2LS7R2OkweGuMAawpIIRmbHeH2O4ukaUqhfM+0LMsUOlPGSTVMEMIjiRM2l2Bj0bSR5wtgueZGuPVuj8UrCWFfMTLjE3RDkvBeyc/LuXSbXQS7zB6JufJaj85uRms7jxAF2o0O9ZkRVKbY3RqQJRlCxnSbxlH3gY8VGbRXiQYR04cFmilOP3ac5WtrbC1tI6XFsQuH8Ys+5585xdKlFdZubZr3KQUnHzlNe2fAtbfXcDxDLnX9MsVaESG3DsB+f/pcDPmhOdx/LOPDAOOnaKzeWMdxnT9RuS2EIFfwWb66CvzZSF0wwcXzX3mFl776ulFhl/MEvYAf/s6LtHfaJJG58VSmSOOUQdfQCsxNIlC2oTIaoaKkMpJSHsm4c9liY8nl9mWfT/1yk8n5iPpEwlM/06RYyQj7+/Q6GJ3pUx+P+f1/Os6dKzlcT5HEkrtX8wgBpVpKuZoiLTj/+IBexyLLjCZDpEYfMBgyEQplhe0YW+kkNBTMhZMBtdGMQtlQGmtjKYWSccM8/fCAF75RpTqaUigrWjs2jmeyGLtbjgkqAkmlnhjPDcdQLW3XcA0cV9ByNCqVTB2K+fm/0+DdF0tsr7ug4fxjA+57osfssZAsNWwPv5Bx4v4AIaHfM6WQcs3sbMyCrXE9fmIi0grSxACuXE8bb4/phNauzaVXC7z9XIntNZeHP97hM7+yx+R8QhhIqqMpfl6hFTzy8Ta1esKl1wsHWZluS5rgITRurLIDaWosy4U0ZSghTOCjsmGbZznjgae7rNxx6TU9E5wh+OQvtjj9cEgcWqSJpFBKKI34uPmRoUHVEO4kFchzIEtY+h1yxSJYeRBl0LuGgIYNIgYy0L4xt9IhEIGKUYMf0twy1u2Oa2iiWsPyjTwTc4K5IxvcvX6IpcsrpPEqUm+i0iaNDYskmaJcx2CerUnI1o2rrnWU8bld5o6l3LpUIl+KEUSYRT5DYNFpehy/L2LxRp+9rQTb6VOdmGbQbnLttSZCwsRsyukHO6zelqSJRXVU0d4VXH4Nwr5LfWqXUukm19/NuPPeMr29Dq3tReKeRdgtkSQJ5ZGQqG8zPiup1Pr02pJ2c4SJ2Q5x2EMK8DwH193lY19ssLOVsLF+jNW7Yxw/20RlFpYdM+gqgl6IyjJKtYx+x6bTbHPzmy3efu45Nu9u097tEvYjoihBZ9oEGECQZCY7ANz3ZIePf6lJoayJIwfbzZg9coVW4zZLlye4ue6SJRm7603CXsTIVA3LGmYxMoXG2LXvzztCCKNHkQIhTJdKmmagBTvr4Djg5oxAWilNrmCxcCrPjbfapKkmTRT5cp5BJ0BlCmEJ4qAPOiYJNpDSZv64zdHzPXqdi2Af4fjDZ7n/o2ewXZt3f/Ayy+99D50GHDpT5b6nKzjOLhu3Q+pTeRw3ZGdrHsu2OHxu3ljOC/iN/9MvMjpTx7It3hm7xNLV1QObecuSnHvqNK2dDt3dHo7vUJusEQXxwXvW+sdu7P2gQ5i5tT4z8ueau/+yxocBxk/REPJPuEDfN7TmA6nMP2vcfOsOL/7Ba+TLeaaPTqK15uorNwh7IYNuiGVZlGoFeq3+wfN/4HgENLcd0hQcV5EkAi+XUSibBe3iK0WKFcXx+wdEoeDswwMsR/Pmj4q0Gg6FUoaUmle/VzYmV+OJwV1kZhHLUkGvZVEsK3LFDJUZUNKga+HnM8Oa2LFIYoGfNxbfQoBf0JRGUrpNi7GplGIlpd+V7G65TM4lDLO3PPSRHkvXfZZv+FRGUmwnI00F63ddbFdz9pEeb/6oQhYZJoOf0zjWvuoDpKexTSYZpWDueMTMkQApDcDKG5p3JbHRPIAYBkEQhcbNNBpAry2pjv5kavTHP8lexyCpjYOqea833skRB5LpwxFeTvHA0z1mj8UMepJcPsPPmxKLGj7fsfMDTlwY0GtLVu96fOffjnDncp52wzZaR0uRxvemFSGMBjJNDE+kXM0Yn0lo7nicvj8kjs1nduqhPo99qo/tglZDdoa0jYDOmobkDuhNcxSyBrJgzKVEDsQIZJug3jKut6SANwyyYqB/7+JLXgE5xe5Wk40lhWV7+EVjfgbGZ2VnPSRX2qZWu01jI0bv/h43L3Z4/fs+a3c90tQmV/Q59fAoj3/hKNWJQ/t3EFIKnv5CSmPDZ/G6x+iUh59LCbs9GlseY9OST/3yHu1Gm2AAjpvxzovbfO93q2jtkC/YHDrdJ1/MWLntoZXplrFdi+YOzBx1sJ2A4+fW6PYeY/HyZdZuXcOSCa6jeOOPLZSymT8Wcv7xPcanYzSCTtOm07rB6q08SzfK9LsF3JzFoOuyudRh/vgaW8vf59v/chT1NwQn71fkiwGOk6ELgmo9wbItsqxAt3ecF742YPHKMn7eJY1T/LyH41gMegFKqYMAN8sU88cTPv6lJkppFq95uDkXKSUNSzB3LOZTv7TD9vph9hJTrui3+9iuTXW8BHqAVgPQKZZtYzuCJEpwffMc+VKOKIhBGC2KsPLEwYBiVQ2vcYOtH532sG1BsWLKmd3dPq7vkivm6LX7xFGEJQ27ptOUqExx6qGUj3x5nOnDEmkF5CefQtoGpHXkvgWC3SIqeJZ8yfjpvPODHeqTMeVqyPbmPI3t2YP7YGSqxsq1VXZWdplYGAfg5KNHmfz2BO/96DJuzsXLu2il8fIevWaPXNE387XWuL5L2I/Q7985vC+4EFLg5VzKQ73IfyzjwwDjp2jMn5rhvR9eQWUKaX0wi2EsmiMOn5v/E/+2s9dl9cYGKs3I0oy1W1u8/p232VnZpTZRIg1uU6n1KVf2ECJDoFFK0W310ZlZqJTSprNAmTsjTQSDriRfUvh5TRhI4khS84wosVJPuXUpx+RCyMzhGDenSGM4cV/A5nLG3rbD6m2ftTs+s8dC6pMx194q4HoG5e16miyRdPYsCuWUbkty7FxClmr6XQvLgjgCL2fEplkGO+suWpnFd+FEhOMpWg2L7XXDt7Dex7mpjqZ8+T9t8PJ3ytx4N08YWliWZu54yIWne1RGMrZWXW5fzh/Yeu+vc0JCFBpR5+hUjJQMnTclXl7huMOAD4gDkyXQygQXWWrEjVrpgw6OLB0SLQWgONByMHxNrWHQNWUe1zfB1eaSC0hyRUUYmAAljgXdlsXIWHJQB+51TMulUoI4Esam3BY4juIjX+hQKCpuXizQa1tEA4GUBu+tlDwQkOaKitGpeMgWydhec1ECTj8UUalH1CczHFcdnBtTWsiZzEO6DrII2gJS8zW9bFonRdUEFzowWQ6S4RvvmBOBxExzEkho7fRYvdtg9Y5HlnpIO0VK4wGDFqSpg+W4JGGH7u5tZuZDvvtvQ174Zh2NYvZoiOdF9Dsxr3xbsrGY8ov/6C7lagRiD0SBuWPw5f+szSvPFli8ZtPeSXF9yfnHLR7/9Ab1yQFbKz69tk2hbLG3KSlWE4K+ZNDVJFEy7IaRw7KYJk2MODZNLbJUYMk2e+vXGey+y6kLkWmbXnQIB4LJ+Yizj3QoVTOWbnokkUV9WnPkVJNcbkBzRxANUhprppMhDiWtXZtTFzrcunKIb/+bBd55YYNjZ5ocOtVn6lCC1nn2GqOs3JllbWkBy9oh6IVG/AnYjoW0BFYQk3CPJpklGSfu75AvZSxe8xFi2I3hSWzHZn1JcvhMwplHbZ7/qsmkWo5Nv92lVO1gyRApMoRQlCoBY1MWG0sRKivh5Q3rot3oIADLkmhlkyYOghCdCeLEpTrqMDFvgW5Sn/IZ9B1mT07R3Gzj5hxogyUz/LxGKYvRKZuHP+GxcAo27uyQLy0we2QPkV4E++OAgX/lR78A8Sg6fhEVrVAot0nTIou3jrG2fAqV3Zss9rMxUWA6ocJBxPf+xXPsrDRI05T1S1umlCQgV8zhF3ySMCGNU9I0Iw5jHDc1ZFcJSSLIEomwTFeL7dhMzI9RrhX+tOn/r2R8GGD8FI0TDx9lfOFtVq6vM3dy+iDIUEqxdnOT0Zkapx79IN8/iRNe/OprvPP9SzS32ixdWaG51UYpRRTEjE5EXHisydGzEV4u48Q56OyM4Dg+26s2rmsWwWJZ0d61kNJYUmuNMZxKTReD5yvS1BhcSanx85pCKaPVcBgZS413xhDNXfNSitWMNA5xvIxLr+WpjafEocR2TJeHOIifDNb76c+3mTsaUq5luJ5CSE23Y1EZgUJJGVOuTIBOuH3Z5+v/S53HPtll0IsY9Iyg88jpAT9eXaqNpXz+1/d48nNtdrcs8iXN6JTpLAH46M93aGx4dJoWY9PJsFwAmRKs3/GYPRYyeyQEzdC6XOM4HLyO1qC0Pih97L+vvKNJU8i6mija15MM/0aajMh+2kEIyDIYGU/Z3XKGWQbB9po7JACaHe65R3s89ok2lqMolEFpaDUk/baD6ym219yDAKVYVrzybJnl6z5PfK7DQx/tDd0+NYOeRbMheetHZaqjGbajyRUy8iVl6JxCEwUpWSI493gXnYFfLAAFEMNoiBbQNUYfYoh/F1VDalV3QW2bC4hdjPhtKIDUCoiGbx72g4xwYPH8N4pcei3H3naBfkeRKwpGxjX3PdEmXwEQKCVJE5ckStlZU2wuWdy5PEocC4NXjySHT4XUxjJK1RbLN0q8/ZzNR7/QAX0VtHEnnT3c5Rf/vsvelkfQS8mVcoyMhyjVZ2/bwy/kaO4oGuuCnQ2HYiWluWPT3hW0dy20hjQx52t/SBvajYTxaU0UxBw+9iMeeqKLn9dEAfQ6Nrcv55mYDfELisXrHmgLaUFzS9Hc9Jk6nDC90OKH/y5h7nhMdXS4Y24p8rMRYbfJxiLcuVThR191yRdh4XSJCx8pg+6Sxj3gMn4uGi54EtsxdX8ppWnlHcQf2GlPHxrQ71lIS5oMqTBzjpCCYrlEsRJz7gmX17/n0W8PyJU80mhAGmmE79NYS6iOCkZnPOqTCdKCnQ2f9k5Elilsx2Z8YYx8McfuRpN+C7LMJV9SjE7B0XMZ+UIAska+UqFQaZMv5Vk4M0en0eXKKzeYmgto70oqdYef+Vt58kVzM6VxytZig6mFAla2/IGsoBASvCfRzkP0Wzd45Y+/SaftUZ/6SQx6EiUIKSnWDDvkh7/zIm8++x7j86OoLCAe9BGySGunTxIl+AWPXqtPe7eL7Rgw3OhkxNzxkMOnQ4KeZOmGx+s/GCFLHaaOTjA+O8r4/OhPvPZf5fgwwPgpGqVakZ/9+5/mm//sWRavrGI7xhI7iVLGZkf43N/75Ae8BrTW/OC3X+Tlr71BuV6isbrL7kYTy7ZI44xyJeHn/07DgJ2ako0lz5S/hfF1mJqPaGw4DHoWUShIU4FSpkNCSlOPN7tvgeUMnTBdjZ9XJLERBCIgVzI7dzDrh1KmtmrZmsOnI049NDCo6P3uC2XKJGDaJT/zKy2OnA3Z3bKJrkrGphNGxhNGJ4x2IY0hHJjODrTk2LmQn/tPdrnyhs/YjEXQl8wfC5g5mvAnDQ1U6qZGjTYlDcs3QcKhUyGf/KUmP/pqlcVrhoGRJUYounAq5BO/sGfEqPa9rEY20ORLBwJ18gWNNLTue+wwjIizVFW4vj6wbN8fwjKPzYZOplpDfTLF9Qas3PZ46Y9KrN/1DQALOHI64FO/skd1VJljAYI+JpsjFRvLLuFAcuhkiJ9XtPdM8Pgzv96kMppSLKeksWR7w2Z2MuH+pxIm5xO6TYdB1whljXjQWL6nqWB0KkGgyBUhV+xhyho2RpCpAdf80z7QNOAn1Qbaw99L7hVvUtCt4c/2d9Amig0GMV/5n+pceaNAfVIzfzxl+ZagUAxZu+MSDso8+ok+Xl5j2ymjkz3uXPFZX7QYGTf48YmxmCSGrWWb5k6BE/eHTMymlKoDLr1a5PFPpXheG4hBGW6EIKQ+EcKExARBijjK0+/YjE7bZGnG3SspUWCEmJ6vEEJz+5JPq2EzNp2wveLe04lqTRInCJFi2ynThzL2thx21iXhAMZnUj768y38XMLFVwtDFoopFaQJ+Hnja3P6oQE33ity92qO4/cFOG5GJuHVZ13W7/RIUw8hBEkEke2zs6Z484+3OPNICccvAQLH62DbTcZnOjQbDlob6/AkSg4yZ5ZtYdkSx/XwcwkjkzXyZSOuBFM28HIuUm5Rqnjc/7EF3v3hJfqtHipL2Vm3ESKmMurwa/94Hq3h9e/uYsk243Mj9DtFhBCc/NIj/PL/4edpbrS48eZd/t3/8HW6zR6Ob2G5iuZuHuFO4RYn0Wzy6b91gfXbW6xe3yAcRPSaA7olm7ljEQ99IncQXJj5w2PQDYgDi1zug8vlAfTr+xdZvbHBxp2Qxuo6xx8UzBybPNjAGVuDBhPzoxw+N8fuRpPLL17n0BmYOfQuW7fWmV7QbK8JBMZAL0kSsiRDa41S5qufNxuzbtNg+p/5fIfRScVbL97H6SdOMmgPOPkfkZMqfBhg/NSN+VMz/Mb/+Ze48cZtlq+toZVm7uQ0Jx4+etDvvT92Vhq8+8PLjExWydKMjbvbuL6L7dgMugFnH+sxcyRiZ90hie6Bm/JFxfpdh1MP9YlCQXvPRlpmd55E5ibZ36FLywgEm9vGKltIUyPdWnUpVVPmjkWMT5m04kE9PzILdJaC5yvOPjLg3RcKxgnU2V8UzeMXjkfMHw/pdeRQHAqXXi3wwEd6+PmELIVOyyLoWwdtlWEoOHouYOmGT66QMnfCYKXfv4Dvly+0NtkBywI0RAE47r2sgZQYXcORiGtv5dhZd/F8xcyRkGP3BXieeSIBpNm9ACpLzcImhAk+ssQIJR3PBGcmUDPH4vrmOfRwrU3N6SJNzc+Wb3nURjOqoymlmnFTnTsWDV1hNcfOB8wcCckSQa9jumKMQ6lBcSttwGDFqtHGSEujdMpn/kaTfFEhLYXtmMzTzJHI+IRIeOxTPcK+oNuyWbnlcv0ds7hmKcPOnIzmjs3oVEaO/ZpOZk4kwxNKb/hPDv/tDL8Oa0Fkw//vf39Paq+UCWKXbxghcX0yoVDSQEJ93CJNNPPHE9buerT2NMdnBuRLikHP4c5lYzqWJeb5eh1JtyVJE0m7KRh080wfShifz9D9lKDbxPMcU9IRTZNGEnlM50sGOgNRJBg4CBkipWB0GtAxF1/22FxxGZtJaKw79No2z3+zyud+dZczjxj90r7xW5ZKem2TWVhf9LEsy7AZFHTbLtVBysRsRrEMKjPBtjW8Vir1DMfThn46n3HrosXWimNcdFPN4rUi+UoNrSTSlkghkLaiWo9p7QgaWzZTh8yNK22jGSjXIuKoTXuvThyaRRFMNsPLudiuTXNvmmP3rdK5GdNvK7ycRxwlNFZ3yRUtJAMWr1lMLIzx0V95kos/epmw22H+ZInjD5X42C+MMXM0P/TacHj56wE7G12mDh/igU/dx1NfegQ/75Mr+Lzx7HuURopEg5g0FrR3HRrrMbcvrjAy1eOhT9/HF/7BZwj7Iddfv827P7xMc6vF+afLPPWZm4ThT2rQhDSBn7BNu3LQC7jx5h1e+INXufryDVzfYfbENHMnpuk0urz33BV2Vnc5+ehRskSxt9GkWM3zsb/xFK7vsnbzFrncCo99bIm1O336HRfLlnSbBponhEWrYZl7TYJt6yG63mZzpUC56lEoKwrllJMXAvKFVTZuj/KJX3uGhTOzP3H8f5XjwwDjp3CUakUe+vT9PPTp+/+9j7t7cZl+e8D43CiXX7xGGicUR4oEnRCBNq2LbYu9bZtoYNov/ZxmdCqisWmzsehRrKR4viIOJY6TGTHScMettenmUAp6HQvbUexuW2igNhbjOJqHPtrFy5uF0ogIMSwHTArfcTMmZmKULpLGmtpYYhbxnLEb3zf3CvdsLEvjexnloyn5Yja0W5eEgUU4kAdBTxpLpJUxcyikUs+o1jOSGFz/XuAw6JmuCGmBJTVezvxOKZON+XFB6+hUwlOfMwJRaUEcMqRbmoVwP2ARQuN6pp3V8w1bQkqIs2Egsx/MDOfBJDZ+InIoFNUKokigUvDzEMWwu+ESBxm1sYxe2/ijPPm5DmmynxkR3L7sD/1XTBmnWFG4vmnvzReHQs8MBn1Jv2OD0CbokuYYei1D7SyUjP4lCk0guLtlIy0Yn01JkpB3XizQ3nMoVTPiyHTwXN2wue+JiFzeLP5mCEyQAfe0FMmPfb8fhJg0jVKQRGDZpuyWxpApzeotH6WMHX0U2CSxJlcwDrPBwMVxYXNZcuEZh+21Mq9+16JU6XDkTMDVN116HZ84NB4wnq9wPZM9azYk7T04en+In+tguBcVkJP3FLaqi1IxcZjS2YsQltHOgAE5FSsxE/MJzYaN45rzjIDl6y5RJBmZMNeqECbrs7HogM7od0u0GxlCSJQybcBSQq9tgvlKPSHsOygtkDmjfYpDSW00MdTVRFCqGn2RZYU0t132tl0q4xW83BDgFWdkaYcwyJCWS2M9YuqQz6CXEfYzTj5cYdDW1CdCtlYjY85mCRzLNi2kaPKlHOvLdZqNbSoje2yv5gFhshQqplqPuXO5xgtf6+AVrjB1eIL5kx6f/w2X+56ZMWUv4aCU5sWv7/LqH+3R3UuRtsXeZouXv/Y6rZ02n/97n+TySze48tJ1Tj1yjNahDqs31um1+jieQxKl+AWXz/6dj5Mv5ciXcjzxcw9z9smTBL2QNA3I1Dbl6i7ddh2tzWQQBwOm5vo4hfvAOcfm4jbf+KfPsnh5maUrq2itcX0Dzjp24TCP/MwD3H1vkbWbm6xcXaM+XePMEyd4+LMXOHR2zlwSWcy5h2/h+Snd1ggqC2k1UqIABl0TgJsJxLR5Z5kgjRVBT5DEDq1tm8poilIu63d9XH/A7lqTow8c+g/2dvmLGh8GGB+OP3VEQYwQRomdxKb2IRAobXa+zW2bd14wFsJJbDQExUqK62ksCZsr7rD8obAVZJmkOpqB1sSRJF82K2u3aaGVmfBKVUPLHJ9NeOxTXR76WPcDegQN5IraqKuFWVhzhZhj5wJe+qMKfk5RqhqORLUec+L+gHItwfUVpWpGfTJFDoMEkxFReJ4ypM9hmUFjmBYjkym5YkZn1z7oUBn0DE46Sczi2GpYFCoZh04agZbj6XvK7h87n/vBBYDjDTMOmNdMhpllxzMizjCQWHaG7Zjfe75Z1LQyi7dxeTXZkv3zY4I2E4DsB0J72w75smL1jsfMkYhCRRkcuWUeFwaClVs+WyseZx7uky+mB8eoNVhyaEmPOfasBf2uoD6eHHSHhAPj4JqlxsNj/a5NHAtKFcWNdwq0Gja2q5k5HNFtOrQaNsfOD1i+4XPkTIhAsr1qsXAi5F4WwsVkJxxMyWMo8DTvlB/PVHRb5qBtW9FpWextuYzNRJQqmXFftRW2rRD5hCwzYlxfSZJYs7ZUYG9HE4UZSZQxOR9y4ckuty76LN1w6LUMy8TLKYqVjGIlM+23EtYXU2xrDz8XAb4RnuoG6BRNTBwlaGXEsu1GjkE3Is0Ec8dj8oWM9R2bUlVx4ek+77xQNMH1eMQ/+m82OHImIEmMv00YGCM9pWDhZMR3f7fAldcMeCpXMkLh+eMxQthEgXG2dVzN1qrBrgsBYd90UW2tGAVxqZqSJhaWo7l1uUSn6VEadiOlaYbjO8wvVNld32HQy8jSiLuX+zie4P5nqjz9c6P84HfvcuW1LvmSTzvsIYXEcixcS2I7pkSyeDmkuVHh418acPR8glbbqKkMlWmWrnl8798VSNOMVmMbx97g7/1f+hw/uw7xrskCyRkuv1rjh7+3hSakOtphd6tMY2uPXMen9YdvGOOwxR2klKxcX2dnbZckStCAl/M4fG6eJE7ZWtxhdPpeK2e5XuLc06d48Q9e49Ib93P2ofco13aM4DdJsa0Yv3wOu/QbhIHNN/7ps6zd2sDLeziuTXW8AkB3r8fNt+5y/pnTnHr0BF7OY+HsHF/6L3+Gymj5A9yhidk2dtij1RilVJM4vqDXygiD/TnD3J+mNX3/nhdkmaBQyggSi27TxrIhCjRpLEmzHb7yf/8mf/+//5s/kYn+qxwfBhgfjj917AuSVKbwi/6BOMuyjHnVGz8s4RcyRsYN1nl3y2F7LU+plnL8/ICFkyFLtzwmZxIDuRoukgBJJJBC025avP18iSw1tuOOr1AZ7G46vPq9MtOHIuaOxgdiRZWaHbrn6/eVWeCJz7WZORyzfMsjiSSFUkZtLKZUSyiUFSMTEZY0WY9MmUXcdsC2oVjNGPQs4sjoOGxb4boKx1XGHTUVVMdS4tCgtLUyHSqV0ZRcIWP5hsdg2vw/S8yiD8OsxH7XiOB9wlOz044j89hBXxKH0vhgYIKbcCApllNGJhKjxxj+7aBn9Ay2DWPTCZZ977XAPE5lBl0uLYMOR0OaWLzw7XHOPNRl9mjPpNwVrC+6JLHg5IUBIxMpUuoPBChKmABDYIKJpRs56pMRbt68Zr9r0Wsb2FaukJErKMKCIk1NySkcGOInsTmmQycD3vzhOBuLLicf6rN4zWf+eES/K4e9/vtZiQwzPXmYwOLH26stIENrRXPbotuyqE8Ym/tWw2Vz2UFaGcVyRnkkJUskSptOHSkzlBI4jmB8VtDYlFTrMQ9+dMDh0x75ksPGbcG1t33au4bkqrTJ5DiuIgrkMEMiqdRTsjgg6CfkCsHw2CSaiCSKsaQGadoYM+0irQzfzbj5roObL7O7kTFzuE8UwvNfd6iMZPyt//0Opx8a0N61CYbI93xJcfhMyI13SgTdlMmZmKVyDmtY/1i/69Ft2tz3RJ9+z2JkNCGX1zQ2LOLQwNXGpjO6LYuXvlOl33HJMkE00Hznt8fYXith2mwlYT9k0AsZm61z7AGfmcNtrr9tMzrj8cTn6xw5W2DuZB7LEvzCP3R58FNnuPbeAzz7Wz+i2+ozdWSCsZkRhBR0Gj02l7bZWq3x7X9b5P4nd/G8AX7BYWc9z7W3PRobCaVai7njPoIBg14NaYWgYyAmi6/zxvdG6DY1o5MhWttkahwv59FvDVBK8fIfvo5X8Nla3KHX6plNTJyRxgmdRped1QZe3ueHv/sSvVaf4w8eZmSyBsDTv/AY7d0Obz97kVe/O065mqNcDZhYcDh834OcOvvrCLvMrZevsnZrg7mT0yxeWRkyOExIUBop0tpus7PaYOHMHKWREkEvpDpW+Yl5dWLOIdhyWLnZxfFtimVF0Neo1JQ7k+E8BIYc7LiKOBIgFHEsSaKhZievyOUVu1sW0SDm0otXufzyDZ78uYf/vFP8X/j4MMD4cPyp49gDh6iOV9hZ3WX+1Ay33rpD0Avx8h7Qp9Wwue94hGUpktgmjQXVsYSga1wpR6dCPvKFNicvDChUMsankgOx5n6Z4Y/+TZ2RiYz5432jm8AsklolLN/0efFbVX7lv9g+6MqQFjiOPtitHwxlcNNHzwe83xk5iTl4zf1N7/uFkkqZRadYyeg0zUKZLynSVJAlgjgUjM2YtsFuc79d1OwmdGA8MWaPR7QaEjC+HGliHFcR5vUR0GtZrC165AqK+kRCFBjNipSG9ikt2NuxyVJJ0DOBRn3S7MDiyBAvXQ/cMUW1rhj0BMFAkMvf0+vvv28pNZZtTliWCHbWXaIAahOaXsel33XxcimFkuLE/dFQq2DOrdGAmIzA3pY9FHAqVGbSMvmiKRnFgWRzyRnyQyDOJLatSH1BoWJIoY0Ns3suVgwfRCtBrmAEvFFgc+2NIs0tl6PnBzz6iS5Zas6762YopUEKLCtAkGHKI+//wI1wMhtOytWxDI0gGsDiddNSvLPmMjKeMns0pFjOaG5ZjEwo0tQDnSKEaft74Kkeh0/3yJcUWQz5fEK5rjn/eJd8UfHW80VKFSPg7XUs0sS8j/HZmLEp8xmFQYbrdxFWFUlIGhthXpoa1kmaaMOqKCukrXH9gL1dn0otYeW2x4/+sMT6Uo6P/vye6RLoS8LABMr7pFitBZ6f0u/ZnLgQsXTLorNnavS5gnGI7bYktiVobJbI0oSpBaMzsmzNxqLL7St5wr7NxpKLygSFikunVcZxM5IopbXTplQrMHtiioUzc0gnRcibjE4n/OJ/McuJC3m0UliWAB1gO4rjD3+cE089zvypWb72m99h8tA4fsF4t9SnRmjttA37woq5/k6RQbdGsWLR2knotVNTpuwnNNYi4sjl+1+xuO/ps1j6CuiQ1o7F1lKLkXHw8nlazUnSpIDrCRzPptPosnpzg1KtyM7KDkprgq6Bg2ltNkVameDpze++y/byDpXRMh/95Sd48FP3YdkSz3fRaAYdTXcvx5ZdpN0eY+bcfUjbbLRWb64jhMB2bGzH/gBTSAiB4zrsbbVZODNHHCaMTFX/xHl1+doOcRATDTSdvZSJOYXjlIkCowsy89Iwl6EYwglN0BGHpgvLdk3GGAQqM2Wy5laHt//4vQ8DjA/H/3+M8kiJj/zS43z3t37I7lqThdOz3HznLp1GFyEE7V2b3U2bmSMRg641XPxB5RR7Ww4jYwlnH4nJlxSOYzgXpSHrQFrQbtgsXstRn0gOFscDLYI0nSjLtzy21xwmh/4eCLCcewJLGPYKaFPb3hfD7WckxftgNPs/F8IEHffKJJAvpsSRIJc3La53LnsEfcHEbMrUfEx712Zv22b2SAwMeR7avHq5qnjrYonmTsaZh4dQMQVhADtrHrarSBNTZ9hZc9jbtBmfS8gXMtbueGRKMzqZmt3/wNiu1ycTI7a0zYSyf25UBp2mETlKCWGoEULhOJBkRhCappJoyM7YXndpbNpoJdjbzKiPx+QKqWnVHZ4TKUEOuRt6mCXaWXOMeHTYTiykWaRmDsdcfbtAvqBYue1y7HxAoaTod41IVcphkBULBj1JoaxQCjxhzOg6LWtonGbR71i0Gg4vfL3G7Us5Dp8OEVJQGcmwbQWEB8LVD7p5ayAEzGvEkURlRtTquhbdlvGjsV3jQOt4mjOP9HnjByX2diTVURfH0YxMRBw5MyBXMJkJo43R3L5kOlxOXjBizLW7HpNzMcLS7G44ZJkJtA6fDmlsGOCb0aloyBqoYfZHK0HQtxj0LBrrNq6fga9xLU1pIiVNNavrv8rrz22wemcJ1wk5/VCPoCcp18z17/l6yDERtPckCIWfE6SJhZ9L0FWJUja1MYGXS8kVHEbnjnHzvQLNrR6lWsK113tsrVr0u+Y8qSwjjhSOIwmDIiOTVY4/dITKWJnrr93Gy3tMLoyRxil7612C7ijHzi0Rtb7PpR/0QWi08qiMVZk7/wVs9wEAzjxxgtvv3OXiC9colPOU6yWyNKPd6KJVzMIJzfaahxCKTjOhvZui0aSxYqAN5yVNUi6/tMeL3yzykS8+BOkqWbYEWpErAEiEUFh2SpY6CASFSp6tpR1UmtFt9tBKo5TGsuW9+1+bTGxjtYFf8EiihG/+s2e5c3GJ9350hcVLK1RGSxw6N8f43BiWLWlutXnh371KeaTMg588j1L64DqsjpWxbIskSnC84Q5mOCllaUY0CDn9+ImfmFPXb2/yjX9+hwefkOTLGTfecVm7a+47yx52wDFsmR8WTOJADjcrQ4aQNhquVmKTJqbbBwFJmLB0aeV/7TT/Fzo+DDB+Cke/3WfQDckVfYQUDDo9cvk++RIgbIQsIWQVpRTzp2d48ouPcOWlaxQrAYXyGNff2KXXCvDykmbDxfEUYShxPLO4JLExEms2HFzfCOizVNDvGGtveyhsTBNJEouhIPPe4r8//IJiZ13Sb1voWSPwe3/wsC9qNMI4TabAGgYo74dMmR3cvZ+JYceFyiAasjMcR5MrKLpNi5uXcrz4nSLHz0QcOt0mX9Jsrkj2thz8nMl2uP4QTBVK4lCwdM1j0Lc4fl8fhCTsazaWPZZu+ESBpFTNmJiNGZuJ6bctrr2VM336kzH9jk1z2+bmxTyHToVMHYrJF83CbDuaoC/o7FnkiymdlsPelk21nmLbmiSVWJYwO0qMBmR71Wbltk9tLCMMjPAySwTl0YTx2Zigb4KK5o7NoGuRK2WGD+Ia58YkMqJUrU1ZIwohXzJB4VvPF4kiw4RIY8naHZ+RiYRiyYhqlTKtyEHfote2DwIE1zek1K0Vl49+scU3fqs+bL1LiQKb5pbDN36rzuOf6RGFHiPjfXz//TQFidYuCKN1EQiiQLK76TDoCgPymk4Z9CyzkCNIIkmzYbNwPObhj3ep1lOe+3qVva2M2aMZJy/0UZk4AJwpZS4Yx9Os3fE5fDqgselQrCYMeqYcYtxgzXUVhZJuy+aRT3RwPX2gEdrv4hFoOk2LrRWXsC8JBhblWkptPENaFuVqm2mnz9/9J3+Lf/nf/h6rVy7h5zWdlsWRsxlCauLAPrjmg765iMsjMdffrbO3XcHPDbDtDNf3KI94WI6Dm6shhKZUc8iXKhw6V0HTYel6ShwoHF9RLGv6vTJHzx/h8Z97mMc+/yCjMyNcfvEabzz7HqvX11BKMz5X5/QjI0yMP49lBWSJ0WHZbp9+K+Tay29w+lN/C9sB13f52X/wGSYPT/Dec1do7bSRluTQ2VnaO5tMzG8TRR67W30GnYw4ysgSfZBhSRJBHEK/nfLsv1rkyNkFZg9FlKoZ5RFNY8OnMqYZqW+SL7Rp702QZi5xaPDk7YbJghkYlRx20dyjiiIMWbSxtke/PWDQGXD7nUWyLENakqAfcvPNO+xttjj58DFGJquE/Yi3vvce5585xfj8KEE/otfqU6wVGZ2ts3V3m1wph5tzSOKUXNFn+eoasyemOfPETwYYbzz7Lu8+t0JnK0886LOzYRuUeV6TRBpLaKLBj7umStCKLJEH81cc7bOE9ic6SJOUQT/88ywBf2njwwDjp2g01nZ5/Y/e4dprt+g2e3QabeaPb/Pg0zvMH99F1RO8QhHHm2Vz6zTPfyPHK9/apFxZ4ezDDeYeiilWLK4/ovnObxsHQtdXFEqKoGd0DMCBg+bUoZBBT9Bt22yvOaZOn1fUJ2OmD8UUKwo/Z2ibMqd+QhUZDUzQso+r3h8HmYuhuaC0jAhyv8SiGeoHUiNA9HIKuV8awfzcsk1XiJ9TJKlZVG9fdnC8jKNnA8492mdkPMWyTIDieoaY2esYzcH7syflasbetn3gCRIHiq11l2/9yzr5oiEE7qw5LF7z8AuGg3HrYo754xFnH+mzswFB16Kx4bC15pDLa/a2Le57skccWNy+lB8GQopeSzJ7POLsIwOT+bE1SWwClKtv5rj0apFmw7QNf+nvNXjqZzq4Dw0QwtiYC0zp4kd/WOSVZyvsrHm4vjF2O3Ghz9M/22FyLqY8YjpnciWTlbJscx5GpxN8X+EX9BCYJWhuG4vzrClpbtkcPhsNrwvjdFsoG9jWOy8V2bjr8NhneoxOJextObQaLsVqgp/XPPeNGneu5hmdzLjwtMWDH+2SH5ZUwoFAZSm5oiDLYP2uR3PHo9822o3R6RTbgUHPJV+MWTip8AuKaj0lX05xHDhybkAUQXvPYmI6I1cw5MZ7n6SJVuPAYNg7LZvDpyMe+VifK2/k2d10sF0TSMShIBx4HDsf8MAz9yyyVSa4fdHH9hSTcwn5ghEtS6nQiKF7raZUU4QDHxW+waEH/yY//w8/w3f+XxnjCynFYg/XjxEiMx4ysYmaHdec0yyB7RWPdrPI5opHrqCpz1aJogHIACm7zB5pkEZ9HM8ll/cQ2qdQEdiW8dX55r+e5qO/9gm+/L/5vPHJgKFwWtzb9QNZskPJ+xppmHB3sYSUAj8vKdUcvFyELS6y8u7/m8MP/0MA/LzHU196lEc+d4F2o4tlS/qdgN/57/4FjfVt6pOSpauCfjtFKaM7QJhAWmCAckjB2l3F4sXLTE5FuH6VUw81ePZ3bITlUa5FVKq7FMtN+t0Cq21x0O6+n6nUShl9xPuCCyEE0rLQStFr9um1enT2egjAdm28nEuxVmRrcYdStcjCmVlqkxV2Vho8/5VXufXWHbYWt1m+skp9psb43CjWsUl2VndpbrdNZtS1Of7QYT7ztz9GaahhA9Pa+vp33uG3/7s/YG+zyfJVwci4x5GzIbl8xmBUcveaS2vHQWXDA/7AOIChHEAKf+IxGqJ+xH9M48MA46dkbC/v8Af/47fYuL1Frpxja3GLY2fu8PgnNpg+FJDLG/FgFHbI5a+S9a4wWi1w8lyJc4+1sO2MVkOzvZJSHU2ZPVyh27Hot23uXvVxPAP0yVJD5zx0MiRLJW98v8xTn29j2Zp8wexiV2/7dFs2px7sM3c85OZ7efLl8AO3i9bQWHeYOx4yuRB/4L2ozCx4+5yIfQaEUvc6KizLiBK31x2mD0fIffaGMiUWuf93w8fiwsKJlN0tm/HZEM8zf7///LWxFNtRJJEYGqJBkkhGxhJ6bYvmjsOFZ3q4OdM2eu0dj/auzch4OizRmJJG0DUC2UJF0dhwQGtGx1PeuOITBgZ81mhJMqW59kaJ9p5FbSylOprQ3LZpbLg89fkO4zMJaQxBz8DIxmcS+h2Ll79jk0SCL/ztXWaPRawvOyycyIYGbZrbF3NcfLXAldeLCKA0ktBYd2k1bHbWXeJA8uW/v0OhZD4DxzXnWQro9iS9pk35SEhlJOPIWbPDn5pPqIwa75blGx7VsYxe26I8kpImgt1Nh5uXfN7+UZmj5wcUyhlj0zHtPZvKSEJ7z6HfMeRW11ekieaHX62xsejyM7+xi5/T9yBdieDya3nCgSRfVHh5TdCXrNz02VjMUZ9KuPiKz0e+2KI+lhBFgq1VFyE0xbLi9EMBN9/xERZ0mtaQ4wEHdTRMq7DlQLdpUR2JmT8RMzEfceeSz+XXiwR9ydhMwsMf7/LQRzoHSHWtBL22xe6WQ7GSEY9nOJ6iUM7Y3TJpdNvWRKEkSzSDYBzb6tLevMGxC2d5cWSUnfVZZp58lzSxkTLD8zPkcNGcWogJB8J48ewaX6FwAFOHC2ht0dkNuPCRCpa4TakSsb1qM+hL1m4FBP2AcjXH2HTClbdqbC2nbN29S9jbolg9gtaal7/2Bj/4nRcRQH16hCROGOx+G8cLaDY8SlWTbeh3MsKBpj7lU64MaK19H4YBhtaa3Y0mSZRQHilSqBQYmazxyb/5Of74t5ZobrUZn1XsrGWkgUBrMfTbMV49fiFDKaNDypIevbakWNM88IzixnualRsRUT8gSWy6TUkUgJcPGRlV5PIuG0sOamgMptS+8vne3JEraHKFDq3GfiCisW0LpRSDoT27l/dYu71hbOMtwdbSDn/8L5+jWC1w/MGj3L20xM7yLjsru4zN1RmZrDI6M8IDnzzPoz/zILMnpj7QLhoOIr72m9/h1W+9TWu7bfRMAna3HLptcw9YNgw6hrPy7x8/Hnh8cPQ7gz/j7/9yx4cBxk/B0FrzwldfY+PONofOz3Pzrbvk802e+GyHat1MqK1dj1wpT2cvpLMb4ecVk3NdDp/usrNWYW+nRNhvGhOunGbhZMi1t/M4rsLzhxwLW9PYcKjUU8ZmYm5fytHatZk9FnHfEz20NnwHv2CMyNp7Do9/psPmisfKTZ+xmRg/b1T6O0Mb8yc/2zE+Htp0nqSJyU7k8vrAF+Sgg0J88CtasLNhURuXuK4yt+b+/ftjJZR+x7RZ5ooK+316EK0hi42Q8Nj5kDtXfQZdSbGaUZ+MCfoWL/1RmaPnQu57okcSmlZTOey+iENhulWGbAzDvNBINEoK4ticN41Rizc2HPodY5ne3nVYOBWCNmn8LM2YP9mmPpWwfMOlWFEmkEpha9khX1I89fk2zYbF6Qf6rN71qI7GZIlke10SB4KV2z5X3ygQDASzR2PCgWTQsYbZJ83dqzne+EGZT/xSkzg0AYbKQA4BZlEoaGy4uF7E3LEYL2921WkshgCxmPdeLnL9bf+gnHDzotn9V+sJtdGhkZkNlXpCEkscz7jYgsl8jUyYgOrqWwVqYykPfbRr6K6hwZtHgaRcU8SRacnstozw0vMFSWwxMpmQRobtMehadJoWfh4sVzM1H7G77VCfNK65caTw8+8Hd4mhU6cGZRa+LHOp1SM+9gstHnimh7RhaiEiV7hXk1cZRmQaSlNWCoyny9iUOT/bqw5CGDGqn1NsrxdwChXQIQjB2NwoD336Pt753i6HTzpMzUUEfQchbFw/whtqZoKew/V3c2SporkVURl1KZQVy1d3mD7ic+HpDOwzON5titUWV19P6HUkY1MZpVqLrdUS773oceTcgM72O7z0u7f5wj94hp2dC7z0tdfJl3LUp0x3xeLlFaYm+0zMGg8ZxxOgBf2Oy/qiS7shyBU8hNghTUIWL2/w+h+9w+r1ddIkJV/Ocebxkzz2hQe58PHTzM+fpLv9dTYXI7K4SBRI2k2H5paDtCS5ohh6Bqmh5XtIZzclSwaE4QgXnnE5fGqH7/1eiZ1VG9tR2E5Kp2GRph4LpyNaDZt+517ZYP+rEHDqQp9P/vI67V3Jq8+W8PKKzSWfZsNCpSZIjLOMNElN8NYP2d1o0m50mT81w+hMHYDahBG+by3t0G8PePwLD/OxX32SqcMTKKVobbfJUkVltITru1x8/iqXX75O2A9MhkgavZgQEAewveb8ZJPUj4/3ZZX+1N8DKv1J08O/yvFhgPFTMHY3mtx5Z5HR2TpxGLO7sceDTwcUyhFePiGJHJI4w8tMWnHQ07i+QTiXawlrd+soFaJSTWXE7MjnT0TUJ1Leer7IrUs5YwRma04+MMBxNSu3fLZXPUq1hMXrPhNzEZNzCdW6sV5u79q8+cMSH/m5Jl/8uzu88K0Ka3d84lDgepq5oxFPfq7NkbMh197Kce1t4zcyOpHgFxT5YszEnLqn2/ixEkqWGeLkoRMx26su3WbK5Fx64OehhyWTKIT2nk0SDWvso4YDsblsU64rbEcd8B6KlZTRyZg4sIhCyeotn6XrHl5O8+lf3cPP6SH6XDM+G+HlNOHAMiUaS5PExrzKcY1vxOHTAUlkLOtL1YzdTdOVcehUwOotn3I9Gba9mh1PfTLh3KN9goFZBAtlkymIh1qAJM549JNtKiMZlquZPhJRrpmODq054B/EkWT+eITjGt3J0XMhG0tG+JgvKVZu+zgW+ENcgB6e00LZLI5hX7K16jC1kFAZSfFzphNm0JMEfYOntizB8k3T5tltmgCg13a48W7B0DB3LVzPaFjyJVMKiCOjyVGp0UEUyhlLN3yO399nZ8Oh27IIetawVVTg+im2bSGlwHEFlZGEaCA5dCKitWuTxpYxanNMEK0S2FxyDMK8VaI21htCrxRCyIOuANPFBONzCVFo0W+bbp1+y2ZiztAW98XE7F96gqGNypAiK2F3w8bPZSSJoDZuGB6DnsU7LxapT88wc6RFosrUpo+DbvGRX3oAv+Bw5e1VisUtpK0olhIcD5Ry6bZsJhcUn/nVJq89W6HXDof6Gs3Zp47wkS+VqE2sgXUEQQ5hXaVQ2qQ8YoikW6s277zgMT4TMDKh6e4Jbr7Vp7X0e9x8+1V6e6Mcuu84Wg8QMiKL73Lh6Ta1sZTOnk3QlziOoDwSkSvG3L1iyn2WY3P9jbt8+3/+PkEvoj5dw/Ec+q0+L/zBq2zcXeOX/9GAXO4G1vgRHG+DqYUBd6/6HDk9oFHLsXq7RK8jieMQlaaUawkj9Qg0bK/VaGwWgYTbFz0sCfc9FZIvpuxu+uys+awvCnZWHaYPJ9y66H5woRWaidmIL/9n2wQDi04zR5JAvZJy4kKfy69De9cEOSYTqum3B9y5uETYiyiUc9Tfx87IFX3mT80wf2qGO+8tHvAwrr12kzeffY/125uoTFGulzj/kdNcfvE6UT9ib7Nl0N/DY3t/vPDjXXGG4GsZq3ql/+wARIOUglzJ/3OtCX9Z48MA46dg9Jp9gn5EfXqEfntAFmdU6ykCY04VxTZaqXspRW0oiF7OKONte19NaUSc+5jqQ2cCZo+FfPNf1Rl0LKSl+c//6zWEhHeeL/HDP6xy/L4A29EsXsuzsajMYqJhb8tmc8XnwY90WTgRMX98m80ll37XIlfImDoUY1nw6vdK/OAPamht6J7lEZc0FiDgy//pDrnCPWrmvpC0UDZ6ENfVbK54vPq9MjtrDl/8ezuMzxg3zygQRKFFrpBSrmZYtgk+NNBuWPz3/+U8n/rlPc4+aoBQvbbF9KGYfsfUeTsti5HxlIc/3kUI46ESh5J+1zJiQQETcxFXXi8wMRdj24pe25RHuk2bKBRGvFYzJafRCcN6mJyLaTZslq7n8YYGbPtdJH5e4eUUrV1nqG1QlKsZG8sulqOZPRYxtZCgUhCWQbY7HkMBGBRKGWceGXDnag4DEhIGjlZNOT1qzMeCgbG477YsqmPZB+rxjgsT8zF3r+awHYteWw25CZrmjk1r12b6UMynfrHFU5/t8L2v1HjjB2XKtRTXV4QDo+p/9+UiDPv7k0gOxaEMz6OxqFeZ+f36osuti3lGJxP8nOLa23nue7zPzpqLExrw1aBnAFKlEcWdyy7zxwOaOw5SKtDWAXslSyEcWEwfSokCxfh0jJ9PsWxNllpDfY08QNpPH0pQyqM+lUfKDNsOcT172H6qDkoXUpqMlUZTLCeozKffsfDzit0tl3dfLNBr2wipWb/rMujbfPzLuyTBgM31KWqT/y0T8w6e2+fxpzTh/V0GHYd8McVxXSwrD8LB9jR+oU91NOLkAzus3w0IBuNMHBpn4YGPI5IXIctBtgpqje1lzfPfqjNzBPZ2HMJej1whRBCjMkGuKOiuOnT3egxaARZ71Cu3mJxtkCsNeOqjHSojMVEAlq2GpUibfscmV8yYOjQgHFho5zzP/d6rJHH2AVS1sQ8v0Vx9ja//0y3WF6uEgUXUryBFgpczjr6OlyGtjEFX0e+AFKZdfOl2gYkQNpZdynXJ5lLG4jWPo+c9XC9Gaxdpe1TGLJoNRRhIihWjn5laCMgXMjIlGPQE5x7tsbXuEQ0Evp/hOJqdNZf6ZMKxcwPefalMluohi8XML6s3Njh0dg4/57K93CCJEmzXpjZRQQjB6s11br69yO13l/jR779MlmTUp2tMHZ5AWpLt5Qa/+3/7QzrNHnEY028NsG2LNLrnNrs/7nFsBJYtKdWKlEdLNNb2CLqBmZv/zCyH4PzTZ/5Dloi/sPFhgPFTMFzfwXFt4jDBcoyrYTCwhu1mxswKcQ8aAyYbkSYWaCOqA3HQJSClPsBcZykUyxkqNaRDx9MUiorDp0Pe+GH2gajcdFyYGkW/a+E4xqgLzCQ9ffiDWovdTZuX/qiCl1OMTpnUepbKAzx10LdxvQTXN21b+7toIwpVZJkRHXb2jM/JoGuRxJI4MNblhvZpyhf7tEo1RHKrTNLY9OjsJbzwrSoTczGHTkU0d0z9pFDUHD4VDVPhZvEwHQRDRobSPPHZDrubDjtDf4koFIR9C8dTnHpgwPhsTL/rHNAhj50LyFJJGChcT5Ekpjtiv4sgTczn43qaQdeUdeqTxl9EqZjaWMqgK8kXM7y8UYLtd3HYjinNeDnF2UcHvPN8AaXEUFxnPF0ipDF1KipauxblkeyezmVYLpo5HBMFkq1Vd0iYlPjDoGdyLmZhSDSNQsny9Ryj06YsEg4s+h1Jq2ETDeSBr0qammvIcfVB+7AaLtq9lk0cSsoj5j2GgeTtF4oUihnzJyIsy0DSamMpe9s2V9/Is7Xi8tgnO4xOJ+xt2gf+MkKa56+OplTqikK5CRgMs+WAl0vxCxm5gsXOus2xczFCeFiWIcBCfmjQup/tiNDq3k50H4xkO5LxmYSNZZfxESP+3VjyUErQ3rPoNS0e+WSHyoim2y5y7Gyf5sYirhUyOp1h2wI/Z+F7DqYVVwE2WmekUQTa2NrbrmT+RMLa3YBBa5Hexr+gVAFUFwgAgZvzae1YaNXHdmLyBXMP7XNPgp5t3rsfcex8l9bOgFMX9NCCPWFsKkBKRdh3cH1FHAGkiFQSDgS10ZittTKZ/QyN1S2mj03+xNwz6IZs3t1h+VrE+Jxi0OnS3Y3ptnwq9ZS5ExFaQbdl02t5Q12UpN20eO17s3zx7+4yNp2wu9Wls+cRDlJsxwh6FTUQMV5OUalLtlcVuULE3/6veozPhIagiiHX+gW4+W4RIRRuTjO5kLB41aPVsJmYSxmbTtha9cw+CiiUcozPjmJZkjuXVnBc+yDL4Hg2QSeg2+wTRwmO79DaaaO1pt8ZMDJVZXetyc7KLuEgYmelYUoiUmI58iBD9uPDkH4FQki8gmdYHmn25wsuhlfioz/7wJ/ngX9p48MA46/5SOOAqPMWp86/SZo0kfYIR8+BSvao1ZsUygm2rQgCB8vSdJKUfDHBshXthjJ4ap0iLQ8pQ+JQMHMkplBKKVaMqdnhUwHNhsWJ+0NaOzbdpmZ8PqA+aToFJudN4HBQEtXQ3LF4/NNdBPDa90rcuuQjLaiMJBw5EzJzJGZn3UYpQ6z8wNCGwLlyy6X0sNn52y64SlGsaHodC9dVBAPBK39cwnUVXg5aOzYLJwOkoyiNKCxL4w4zimKY4kYaHYbjZVx/J8/x+wY0d+yhaNQEUQaNbQy7csXMAHq6lsnA9Cxqo6kpJaF45BNtlJK09yz6LRsvnzE6lVCfSBifTeg2bS6+XGDxhoeXUxw5HXLoVJ/xWVPaqY5mB3X+Qdcs0MVyhmXtB12aQVdw9c08z/7uCJ09i4n5mAtP9Tj36MBYxw+N30pVs0McnUzw8opoWOqR0rQISqEJBpKzj/WHj5V4ecPY2Ne+OC4snAwZm4kJ+xZ3rpqy1uaKw/INj2tv5Tl0KjDW43sW8yfCg1bevW2btTse9YmUNBXMHI6Y/pmItdsea3ddtJKUaumB78netikjuZ7pNtpasdCp5NnfG+HQqYj6hAlovJyis2chhOaZn2tSG4+ZXDDiz4uvFGjvmnOWK2rGZ2O8XErQd9hY8sgXM2aOaNIkw7IyKnXF+KyDbZeAPlAGOQtqD+xZsBcgeRdLbJFliiyJ0VmG7aQGtuQ5zB2LSBPJpVeLfP8rVZJYcOhUwJmHBkwthOSKkKopDp+FbmeCSr2BbTdo7tQYmxl9nxV9DkMxFUSRS6epKBQFUsZEkY/rZUzOB+xswMqNHicvBFhixxyvzDF9RFMe6bG14rBwMkQIRRhYdHYdlIa9bYtTDySMTivCQcRjn0rodatkQYGp+R2EEAQ9GzdnNCWWbSiojms0VFkqqc1+ls3tc2i9ieN+cDlRSrN4aZksTBibUQy6e6RRQmXUwctLdjdsRiYUT//sLrmCYu2Od8DA8fMe7fY0b71Q4dyjK0zOd2is53A9h3AQk6YVHL9EoTSgvdth+rBLqRryzOebFCoZW2s5ktDQbB94pkdlJCQOA+5cyZGlmoUTJouzueyxvSpIY9CZxnIsyrUih87NkaUZW0s7aKUoVPI4rk3QD1m/tUHQDbFcG9e1cdxhVkLA9nKDl776BqVagVw5R8G12FkVpGmKEIok1kgh0OJPCBq0QEjJ2HydJEzY22yh0qHRmtQ47j0AIAe4/HvDdm1uvXWXp7/02H/QWvEXMT4MMP4aj7Df4tpz/1ds/S6HTsZ0mwlx2ODpz0ZMLUSUqgatLCW4fkwSJxTLgiyTxAPJ3o7F9Xc8Fk600CqP7yfMHQ2ojKZ4vuFdjE6nTMx3iEKBn8vQSh7sfJ/6fItv/otRNldcRqdibMcw9fe2bJ78bJfx2Zh/8/8YZ2vVZXoh4sIzPQrljDQxpY5iVfHRn2+xveoeqPD3h9Zw9a08x88H+HnzHqQ0bW75otm2X37D570XSxQrGQ8802FiLjaeHhZ4njH6+gDASQxJoa7mM7/a5Hd+c4KLLxWxHeO/sXjd49j5kEHX7ODuXDFtilPzCTtrDks3vGG3iB4iuxXHz4cUq9lBOcKy9UE24upbOZ7/eo1uy8LxTLZh6Wqe6UMFTj/cp7njsLnsMjqV4HiaJJS8/XyRxz/b4dh9Ibm84uv/os4b3y+zseQRhabssXrH5/qbed5+IOSzv7bH+ccM/MvxTGtuuZZi27CzZ8QZ1bGMQUfSadpMzSfc/2QP1zO6Ea0ESptMQziQB5qUUkXheZrtFYeLr5ZQGcMOEMHbzxex3aH5WHwvWzE+k2DbBrg16Eq0hgee6nHy/gErN33uXPXw84qgL9lYdClWMo6eDyiPKHpti60Vj9mjIdffLXDzvRxX0xxrd42AeOFkSGVkwMRcTKFstDmOm3H/kwMuv55HZTAyblpsTUDkghZMHykwMRdiFnMBugkMgAiQIFJQK6DTITf9LAgfRAXL6mNZQ0EPPcBm9Y7Hmz8scPm1ItfezmPZimd+ts25x/r4ObOijM5k5IubpGmFXjejWG6jtUfYj4njFNepYrIXMWCjkbR2bKS0cNyBEQQ7EUIqHDdkciYlDNqkkY3laaAPWqK15OyjA/a2fbaWLUanJf2ORbct6OzZWI6mPBLS3kupjMDIRMrKbcHIRIBlZWgtEZZGx5pyFQZ9n6AvkTIhjlyqk4eZPPFlml0HrRVZZmwE9kd3r0tzq8VIPUOlIVE/Q0pJHMYINF4eGhsuluOTZf5wdy9xPYepI+O4nseN96a4c7VAPrdIOMjY3TJ+Ro6XoPQOpVoRPy+xrQ7zjwZMLFjcuZxDSAvHh/pUjVLdAMom5hL2dkp0m2DZkqNn4+GcoHnr+TKNTUG+5DMyVWPq6ATv/uAypWqRsdlRtpa2SaKUQS8g7MdoDWmUotLM+M1obeieStHaaeMVXGRf0trpoDJjVqeHoBSlNdI2KVOVmVSGkAI356Izhes5lGtFWttNSvWY+lTM6ETC7rbD1orRSvW7FlGwL04e6oYyzXs/uvL/yyXk/+vxYYDx13jceuV/xuFN4mwSYeVJVRvHXWRsKqZQMvVh19OUasbx1HE0dlUTBoKNpQJX3yzx4rfz3P9kj/uf6vH4p9oAdNtG5NdtWUzMRViWZmQsMx4WMkNKAxs6ejbgE19u8uaPSqzf9Q/AUU98ps2JCwO++s/HaO7YLBwPeejjXQrljG5L0m64NDZccsV02L0RMOhLgu49AI2UBoPdbVvkS+qAdmg7JgU86Ak0cOz8gMVrPuWRDL+guXUpx7FzA3J5/YHg4v2lHNuGj3+5TTCw+O5vj5BlgtFJzY1381g2zByJyEuwLM3mskdzRxENJBNzhkjabVlcfi3Po5/qUB7JWL3jsrnkMn04Zu5ohOVodtYdnvtajTQRzB0PsW1AQxzDxqKPtPXBudtcNr4RUmpGpxLyRcMeeeW7Zd76UYnmjnHQrI1lxJHE8zP6HYvlmy7P/m6N+kTC9KEYIYyOY7/ufOeyz+6WQ7+bki8pjpwJeOzTHUpVYxDmuMrU3jECzP3JbN+59aXvlHj9B+VhG21qEO6WyexcfSOPxpRUtAaVCPJFRb4Y0R1qPPZx4lrDyQcHlGopL367jOMYEfHJBwYUyxmtHZulGz7dtkVtIuHwqYCNRY+9bZs0hbnjIdVRQz7N5fkA+6BYSTn/eJ/tVYedNYeNRZex2RjPg9ljNhOHZkxQoTqgu9wzVKuANQPCAT0AmqC3Ib4EKFBN8zvymIBE0typ8tV/nqfXzijVUmpjilMP9rjwtMkiZJnkvsf72LaDkDZ+rke1to20UtLUJctS0iTD9XzQRdAl0NtoHeO4hiVidBDS8DuUTWevSDgQaN2nMtIl1QVsOQaqDdmAc492cRzFi9827z0KTJlwdCrl7KMBlXrCzfdsHng6JFfQzB5zicPABFRaUSybtmGtbfxCShhUyRUzRmdsgmSar/zmdZau7LF+e4tec8CxBw6TK5q0YDSI6e710JlgdNrCcgTW0DxHKYXnZ6QJdPZsVu8Ygy7LNtjr9m6XcBCRxhm7G03S2EFIU+qVtuTkhQjfDUijgEq9xNqdMvc/1SUM8saDx5bUJqqU60UGvZRKpYPrp1TqKV5hHJUpWtsdJqt9coWM7/9B7aDdvd8JePWbb9Hd7VGsFZk4PEa3aXDkSumDoGB/3siG4nijn7BMh89m+8Cu3rIt01bvWAQdA8JSqRp6mQBCUKwW8HIu/c4Av+CzfG2VkYmAkxcGxIFEaUPnlRLTuVXO2Nt26HfsoU+RIEsz9jab/4GrxV/M+DDA+Gs6es1NsuA1tC4jRB4AgbEfz5VAaUN/VNqn1UjJ0oTySEY0EEShy433JpG2x8OfUNy+WOKxT5tsh5DGYh0NI+PRsGRg0nVpqvF805kRhxLbgfkTITNHQ/odZ0i0TJk/EfH690vsrBvb7mIto1BUdHYthDTix71tm3xJ0Fi3KJ0OqdRMTT3oWziuxnZSJhdSwoHFxpKi1XCREgplky5PYkGlpjh0KmJkwpRdhNBMzCaUqsqgnNOhWnvowXFgqKZge91i4UTER7/Y5MVvVdladZGO4vtfqZKlAj9vMg572w7bazaHTpmOjTSG5dseoxMJD320x5U38uTymuP3B+QLauiAKLn8ep5+x2LueHggFhTCQK1mjkSs3fV49JMd/vZ/tcnyDZ9B3wQO9UkTxGyt2vzoaxX6HYPctocaBim0cf7MK/odm80lxcWX80wtxAdY9EHfeJ2cf7xHr2Nz7FzAwqmQidmIoGebDhxpitFKgc7gvZcKrNxxuf+JgMnZiEFf8u6LJVxP4fqKfsciX8qQlkaIjJGJmJVbOQY9SXU0vUdT1VCpK1oNm8c+3WbhZEDQl+QKmvuf7JErpMSRZHI+5e4Vn1efLVMZTXCHrrFZKvBymtpEgl/M+Pyv73L0TEixmhL0LZJEG70Jw84+ZdgH88dThKwgZUp9oo9fsLG9kSGdrQ64kEXslySwD9/LQIsCqMA8aboI0nQ0aJUny2IsO0PgcPkNzwTMJ0N0JnjgmS4Xnupi2VAdVQQ9o/lwPButLbJMkyt0h/emWaTkPmZWCHDOQOpDts7eTgXXS8jlI7QWJLHm7tUCjfWUOFQoLUljgesFxFmeQ2cXyLIO68tLWK7DhWdaTM422VmziUKH0ekMS4JGMehKem1JbUwwf7xEkvQRWpFlZgH0fFAqNUj9kqA2bhH0FN/517B4fZVCpUBltMTytXX2Npvc95Ez1CaqdFs9Bt0AIUtEoU2p0iaOhGF8WBLXMxuIQXCE5q6LkC2K1QJRENPd7bEXp/fE5xqjfUHQWIfOXoHxuRpZEuEVaxw+N8fRCw7FaoXyWEpjdRfLtkzA0C3jukVyuW0KxQyvUMLxLSYXYNAe8MI3yjQ2fLy8QxhE9NsDI/aUguVrq+xu7JHL+4zN1Bl0B0Q9g6nfF4RqbYKONE4RQ/6FSjPSOMUveEhLDru+8iRhSpqkSEviuDZZmmE59oHlu+1YbK/s4DiBcQIOJO1dm35H0m7YJKkRgYqh4DsKDIUWGB7zh3btH46/hNFcv4pldUnS2XvzJANsW+H5ijg0gYKQxp00GhidQTCQuB74uYSg71OqWkwfyhidjJByX2QoGJ1WqNSQGk30fM/gS2VGEIow6XQywbHzAe+/9ldueQgJQV9SH0/u3ayK4Q7EGP6Uqor2no3ra+JYsrns0t61SFPBr/1vt2lsWuQLkrU7Ho6nqdbTg2yE4xoHTNvW+HlNv20zvWCOIwrNGdEapK1xhrboWpkSSqWWEYcpk3MJj3+2zfW3CggJIxMZyzd8lm/YJInEtjWOq1m+4ZsyjWXKCUFRkcRGBHnm4Q750j0Cn6PgzpWcIVwOEeaCYZBhmefQGWwsuZx/bMCx+4IDhoYAwgHsbnlkqSGdAkaMmwocX6Myo6RPIrA9zd3rPnFoAGBSgGObUlKhoihUIs483KM2PsSillJsy3wGwvi3EQ6gtWtx51KRzSWfL/7dhiljdS3GZ0z5ptWwufpmnq1lD2kbaFYcCG5fyrFwKmRsytjd97uSxrrxMHniM50hnl2SZlCqah76WJ9e22J90aUyllCqpaze8qlPJhTK5hjDgfHBefzTHU4+EJArKpLYwhpeT2a3zz3jPBSWIzl8Oj/MUmjAA3GPtGjcW/dbZqo/yTMS+aFhS0Zrp8fl10pces0lDvNUxxzOP9bjziXw8xmWFKTKo1wNqdQTeh3L+Mz0HRqbeeqTkjjxcF1TiogjHyl7OG4RL+eC7pmgxpoCHSN1yORciNANLDslHgiuv1Vmd0tgWSluzhx2t+kgpebi6w0GvYxTjxwjUwOaW9t4vs30IU2lnrC3NbxktNEDSAvCwAIc0H0cOyFNzL2ghj3dxmVYUyg2CHuCN34wQbsRMnc8AKvGyNQpKuNVbrx+i3d/dIW5U9ME3QDHcyhUynTaE0huU6oGFCspSsH6jo3jebz94gzRYJ2RySqO5+DlfRqrjXstmhh9QbGaR0hBmmQIS9LvuHj5IqVanV/6x7/C7LQF2QojM0dYv73J+q1NOntdVKbotyscOj7AK7jk5Cau79Jtu7zxwxle+34OLwdREKOVwnYshCVQmUJaku5ej/ZOl5njk6SJQljStJoKI8oEc0xpmpnyqBBDPxFFNIgplPMGLT+Ihy3VNlmmiIPYtIAPsya5okeWQNCLWDipcWzF0nVjNaA1JInhrISBxJKmJGm7GWF/v0wiKNdL/+sWir/g8WGA8VM0/lxC5L+k8f75W/8pByaAsVkjEO02bW5fzLG26KE1zB4O8XOKqG/R2raGKf3sz3jVfTOh4WK+/+MMtD0kfQ4rAabjIKFaTzjziODYmZDXf1hi8WoOlRnPD8s2uwjH1YQD0yGTJqbrxqjNFZNzMbnCsFNGmA6JfaX6/psU7/86PDY13IK/33vFGh5brmgcX4VgGOBhxKbaZBv27dalNH8jh49zPfOmi1XF8fsCRrdTuh1JGFg0NqA2nuEPkevD00WmQQjBoZMxV9/M2N0wcCvPNwRMMSxz3LmSO0C7a23YImksKFZT2g37gHvh5xWnHx7wiV9oUqoav5VCWR10jgRdCzTMHYtBKE5e6PPDr9S5dTnH0vUcCM34dMJn/sYuT3++g2UZFkMwEBQripwNaWJj2em983fw8W8ANohxlO4TdlbodzziOEep0qdYCpHSAVk9eP8QgQ5Ah4DFztYsX/1nIYvXUrxcguel7O0IFq8WCQcZhQqAxHZcbM9FyC5CWAjpYrkW0srY21JcfaeCFIJiOcIv+MwdC6iNawRdc0HKI5DtQrYCooxbmGB3TWPZDXY3LHrtzDikLrkEPYGXg9mjFtWxhO3VjJ3VJrWJBuML41x7bZ0sTVm8Psvs0T5TCwOiQKO1xPVtqnVFmhRMUKP3yLQwADTHpPhUZpEmhobqeBFX3yrw+vfrTB3O0Ml1uo1VOq1ZlM5x7IHDdHa7PPXFR/HyLr//P3yDoBPQbysyNU2vvUmhlNDvWgx6LkpXyNaMn8fZJ07SbnRYvroKYr/cYO7pcr2I7ZjlKksUubxPruQzc2yKqSPjzJ+aQ0ePoge3EXrAzLEpRqdHuP3uErvruxRKAct3Frj4xnks0SNN4OqbMRt3+8yemKDXGbB+cxO/kMPxHKSUdHa7ZEmGl/fo7vVobrVQqcbPeww6wftmKY0canFUpoaZE02WKfLlHLWJClppGut7xGGMSgxITAiBbUsc10TD0SBGSIGf93C9AJ1pOnsWxYoReofBPYuCLDXdUfv3//5IE+OI+yfZxP9VjA8DjL+mozZ9mt07JSRNNKPDn+ZJ06aZPFxFFFpIIU2nCAbIJAVEgUW/a+yWtdL0O5pMFYEOZgVWw9tKHIgWpQVxPPxeYtgN2twAAvjxzN3c8YhLrxWwPE1j0+HQqdA8o2QIqwK/kOH5ipGJFIQmX8ooVxOmDsVMH4roNi0mF2LSVNDvyqEh1fC1hljpzp5Fs2Fz/P4BUwsJu1sO+ZLZ4WbmaQ/cWZUaBgEZ9LoWWguqdVOTP3Q6YPJwwivfqdHeE1x5w6jU+10by9bkisPMUCyIQ3ngv+HlswO79X1fojgSHDkT8OqzFdT7ujz2R5YaLcnskXiIsTaalm4bKvXhJ1lIh14gJupIY1M6iEKBiow3Q5YZUe3M4YhO02bQy6hPmMCkOpbi5zNYcmlu2xw5a9DjQpjX0ggD+fIAaXQ6U/MxM4eH2aCOwPcVd674bC6abFRtPCUcyKEQ0BhYdfZsPvs3dlGZ4PCZiNGphKmFGClh0IMsM10sWhlaaq6oUB0Lgca2Ba1th5/9203W7vS5+EqBvW2bJz/XYeZIhCVtbCfF8TK8vEJnAmmbwO+gtVaBUg7SskGMgHCIkwK9ZogULTxP4djStDBHLm5uilJ1/w8bJptABjpB4dJYjdjbHmN3wyJNiviFFNfLEJYgDhQTcx1OP9zBy/WIQxshjAtov5OiVUZjXfD81wtsLGUIUcB2PNycw2OfnuQzv9I1eg85CiTm/8IF5z48v0Q5HSfovsj2asLuluTKGwWa2w4aAVpy/R0o1xy21jxOXBiwffc6l98c4fa7eQY9C9vJWLrusnBc8cTnB3i5PLbjs73mEWRPgLsN0Y/QWYwUGRoJSqAyB5BYdkiaOLz93AhrixZbqymNDUUS7WK7XdzcCCBJk5Rus89Dn7mf17/9NnubLfqtbSy5DSqivatQKqU+3idf7LC+PMaxh04zsTDGxMIYURCTRClhPwIBQS/8wCZEWpI0Nfby7UaHJ7/0iJmr7GMgaxA/j1Ka1oZGJ5qJWUGaVrh78wKbSx7SLnHfR0+z17hGqRZy+L55fvDbLxrb9px38DqOZ6MybTINWtNt9vFyHpYtcXyHNErI0uxAvAlguxbV8TLNrQ5SClzfIUsz4jAhX8pTqZfZWNxChAmu76CUCViyVBFHCUJrCpUcG0t9RicMMTge0mHT2NzX+23XGk2W3ptYbdcijVOe+/2X+fl/+Lk//2LxFzg+DDD+mo5ibRI7/ygi+S5xnEfIPLlSlUFvl6AXUx1NsW0bLQS2IymWhz4bLmzcyhNHLlpptlZSSjVBeXQKo5TfTzEbyJImw8+bLok0FgTacBoEEAamPbFUu8dy2C+On7gw4I0flFhfclm9bboxqvWUbstQKU03SEZl1CzUjSEienIuoVhWdJsOG8ua8dmEUi2j35WksQkyyiMphZJi9bbP1prN+l2f84/bnHwg5PLrecq1hNp4hs40yGFAMlxTcCAMBEHPolTLTO1X6qGjqsOh0xkn7u/wz/7rUZZv+IAJZPb1DYIhoAzY2zJW3o5viKBSmlZPL6849dCAS68ZAefUQow42JnA6h2P6UMRR88FB+dNWqYGnUSm7OT6cOHpLlurLrajGPQllm3OVaIMIyNXUlTrGYdOhcN246EZi8AgzV2YPhTT2rVxXI0cGrtFoTWczBhmhUzQtHAyIldIUZmmNmpw8RdfLTDoGYFrlnEAYktjQXUsIYkki9dyfOIXWkwfig7gXVFg2AelikJrjZ8z5yZNTNah27KGzIqUO5dyTB+JefwzfZo7FqNTCVEgiSOf8ZnegWEWApLIZAnAvI9w4FEcGQcZg30Sldxh7eYuy7dnqI7bFIt9HC/EsjS7Kw5+IcayLfL5dZO5YL97SdDvevQ7KY9/aoc4GKW954Aw6W+VhTzz+XUOn+mTywvcHBSrEYWiwrITmjuS3U2f62/n8QuaM4/00NpnEJ4giUd48/kBtYUzPP75owgUGgeiH0C2A7I0vKdnyPyjKHWXt58vEQ6gNi4Q0sZ2II0V197OEYU+l96Y4cVvNylUSxw+GyAYGPfggcXSzRzWs4JP/arkhW+fZBCe4lc/8+tQ3AXVod3YobnVwfYqJrgQilp9kyS1CXqSu1dtNhcTpA1hL0NagjSJ8fIppZERtpcavPHdd3js8w9w6rHjXHnxFX7ub+2ysxry8nfy9HvKdJxpiyQR5As92tt7TC6MYdmW2cHnHFMKkYI4jEnCGNu1TTZKD0u7/YhiJc/ZJ0+i01UY/Ovh+Rol7G3g2rvMHHbYWj/KjStPEyejzJ+Gzbvb3Hl3idpUDa1bSCnJ0ux9HCCzsYrD1JSFhSknZUlGIhNGFkaZKuVZu7lhvD80Q8GmKfH2mgF+wUMp49xaHi0xNlNnfH6Um2/dJY0zXN81qPAwJksyquMVymMldtf2EAh6TQtLuJy80Gf1jsv6Xc9sAC1tOrkEDDoW788FCwGFSp6bb95hd6N5gHz/qxwfBhh/jcfxJ/4+V3/YQPIOWZIglBE/7mx4wxp8ihDdA6OmVsNifdGjsaEpltbY23LIFVw++sUScXKEl/54nPGJ58gXI5LYLLy1UYObVpkm6Ft09mymDsV4vikfzBzOjGW7Np4ZcWCcMR1f89EvNvmjf1Nnc9nlua9VeOxTXSr1lPHpmPp0QqVmgFFZAlurptugWFXsrDus3PY4fCogX8w4+cCA4+cNMbRcNwtYc9Pm5e8WWbmVozZqFr93Xizgeoo7V/LMhKFBcA/LEaOTKcIyC1+aGJdV2zaLrumXd1i67uAXUq6/7fHYpzpEgcXyTUm/LQ9KHJYFtfGEhZMBy7ddokBw+iGQIkUroxGwbCiUFE98tsWrz1ZYvO7j+catNY4FlVrKxFzEi98qky8qTl4IGJkwgCj0EEzlaT75S03CgeTl71TZWHLZ2TAsEyFMNmD2SMhTn29RG7rCOq4J9CTg+MNMhdZGnJoIPFtj24YAGgUmaBr0jVAuTQQTsxHVUWNgNuhZTB8NyRUVvZZNv2M4FFqb7p5iNWP+RMj4TMLEbMzkfEynKcgUlCqm5TWXNwJRpYxBXnPbNlkxS5NEkjgyGhfXTwm6UKrFlGuCJFYMehaeHxtEvSWR0nBNQBH0xFCbIrCcCZZvlNlYjJg9uk6+kLJyS1KseQhRptcrQbdPLt/FzaVsLkqqIx3yuRbDTxQzTRZo75XYXO5z+HTEfU/0+c5vu8RRD8eFj31xm6Pnumyt+FQmxkk2O1hWD88zXUJT8wHvvljEsgTjM/e245VCGSWOsbF4nX/5T97hzWcXWTiV5yNfnqdc3ABZv3dDC4H0jnHz0hZKaY6cDUki12SqAov1pSLdtiQe9Ln0kom4PvnLLXy/S5pWiMIYREptXHHrks99T+xy6oFt6if+MeWREloX0O55pP0jotDB9jX2sB3WdmJUBlurgq0VD2kJU6ooWli2IAljdtfbDDoZ0pYEnYB3fnCJj//a05TLb1KpbfPCNypsryR4eYO1roxVmD1eZHtpnZvvLVGsVZg/NUNlrIx1y8ZxbQbdgEI5j7SkcQoVkEQpGqiMlvjCf/4ZJg+NoHu/acpJ9gkQFjcvXWLQrlOfkrhejOcH9DrmNI7Nj7J8dZVj0yOs39xEKUWlXqaz2zUbDTT97oAsTfHKebyc2Wx5BY+gE9Bp9A7MzGzbQtryoLvE9W1sz6ZYLTB7fJq1mxtEQYxf8Fm/tcnW8g5+3mXy8ARJnNBudIcajw65Sg6tY4rFFRY+BrcvWfR79gGq3fUVtm0yrY0tmyz7YHlEa9NJ0m8PaG62PgwwPhx/scP2iuy1f4ZrLymKxSX8fEjYr9EfTNHulZk/cptcfhs/l1IsK2aOplRGAw71ApSCXF6g8fnR1yQ7a28wf7zDW39cQsoSE3MRrqfZ2zHo5NkjAY5jBEitXYtDJ0Nq49kB7RMN772U4+IrJYrVjK1llzCUjE7F5IsZ60suX/+tOicv9Hnisx3yJYMmbzUk0cAwGnptY8rV71gGvLTq8cqzgnZL8tlfbjI6neJ4mjgQ2LOKv/mPt3nu/8PefwZblp3nmeCztt/Hu+td3vSZla68R7HgAZKgASUSkMgmu4fq1nRoJqSYmWBPqMcpNJoJxTA4zaFISWyKpEhKFEmBFAEQpoBCVaG8y6pK76635x5vtt9rfqyTN6tgKIqUiAioVgSQVTfPvXXuOfvs9a3ve9/n/Q8lXvl6iX/3/5tk0NM5eDLg8F1Drr2VIY6UtqPb0ThwLOCRj7dHCY0GmXyKZoakUuPGWxm2VhW5st8VNLYUfvrDn27Q2jPZuGVT37LQDcnc4YBT9/cROvzBr9QwdAgCHzeCb36xxPW3MtiZlJmDAaVqzLG7B8o6GAlCT6VxNndNXv+Gsu0lCbz8VMLDH+vwwId6I9rf6A224cf/+wbnHu/z5nM5Lr+exR9olMcijt09ZOGYyovxh0qfoumqu6CpAFYsW2LZymYnU/UeKWS3yk3xhjpeX2W0GGaqhKORoLFp0W3r9NoG4zMhoS+ojMcEnoblpqQx3Ptkj3OPDNA0NeoqVmPyJWg3NDaWdbyeQXk8VoFwgcroGPYVIlpK9sVshVLM2HSIYUnFkRCSTI5RgmlCEqkCKIzUdaZpkuaupYiuWUm/3eb6OyGrV0vkCg1Wrgg6exK3ADLtQdoAIrx+RKncZ+1GHk2Lefijt62IAnBAK4D0sOyQ0I+ZP1Jn7rBQXAIrZvZgn07TIAwFh0/5RH5Mt5EAqqsUxzqtXYvKxOjnIUG4DNobvPyVXVq7HeIwYndlFcvS+Mq/foW/+4+anLhvAux7AR2SHWR4ld11AzerBMJCRGyv2lx5M8ugK0mTACkl7b0OrqvT2OhQHjfJFPRRlzLFjCRNNDaXLD7x07cwxkc7b9qCdJdCYRf9YB/DTDDMdJSvkqqMGCPDoVMxbz3v4A9SLAeiMMUfQhjGhF6XbDlLc6fNV3/7GR790ft5+BM2r395lndeHBL6Kk1WN3WGvZRey2P2kEm2ELJyaY2pg+NUJsuUxvJstAdqhJC1KU+UGHY9WvUOTtamNlPhk/+bD3H/x+9GRpcgWQJ9HoTK7/CHAZrp4Hs2ll1nYmqZxu4sIPZZHbWZMp29MdaubjJ9ZJLt5R2GAw9d0wi9ENM2sWwTr+dhuxYPfOIebp1fYmelruzEjsn4fBWvp0LRbNeiMlWmUMnRbw/RTY0HPnk3l1++jkTZUstjBXTLUImz/mjEkkrCOEb0IqbmPDQ9wTASJud02nWdfsfcF3r2AsGgo8a336pETtOUQddjbLY6orF+79f7Bcb38XrtS+f55udep1g9grTuw08E0pb4zTavPj1k/PDf5Ph9EXLw28p+l7apjMUw7gAaaRLyuX+ZZeVKxAMf7vLaN/JcfyuLk032T93ZQsLOusXbLxQ5fk+f0w8OOHw6oFRVHvf1mzalWkS/baAbGoYF55/Ps3LVYfG4jxCCTkOnUFYkxa1VB28wxOtHvPFaEcNMKY/HLJ7wefkpSWdP5XDMHfI5es5H0ySP/WCPQiXFHyh3Qa+jcNylSsLHPtvCsAXf+FyJXtvi5oUs22sZ8qWQYU8nW0yZPzzg0qtZ2nWdT/1ck25Lwx9qNLdVN6C1pyLQdQMMU3UR4hgKlZSx2SFnHu5TrkUjH7w6xUehzs/8H3cIfR3bSfn6v6/w9gs5Zg8F5IoJfl9ns6Ozs2Gh6/BjP19nY8nii/+6Qm1KjXBCX5FD23smT//7Mtl8wqkH3xvHrGlw+FTAobsCpGww6Aiaeyb5YjJCowscN0XTJK26SbESkSuoQuP296cjUaqmMYKKaXgDZX2dP+JjWsp2fO28y9hMiNCgVTdJYlVYbK3Y1KZCChUFySpVI+5/skccCjaWLBZPJPhD9fNrk4qtcPEVm35Xp1lIqIwnCCGxHYmmqQ1IORyUqymbU9kgtiO5zbVSIlaJ75nEQYBpq9cqCjW8gaGyZoaSl7/m8IFP9RmfK1GoGAx7qgOzt9lhYiZENwVgKBGnULTEQVdHYiHIAxEQQLpFtlBVkextlfyZySfMHxkiNJXWurVq4Lg6+aJHZmoPFlVCLZhsLOkkiYFuxiCUXzdONC693Ka7Z+C4KYmpMTlv4eYkO6sJv/NPM/y9//cKkwcLoE9CdJE0jtCNDGkSsrOu2Ajba2KUL6L0ONqIx6AZks1lnSSBMTFQCHnXwHYFmZwOuBj6NvR/nbTwfwHv9yDeQbePYLtvgwwIAp1eU0em+qhTAh/8dBs/KPLm0xKvlxJ4iZp8agLDMpg+OIE/DNjbbPLl33yGx39wwBd+K8EfaEwt2vubXxylNLcjZKoztVjk8usB11+/hZtzsTMOpYkiGT8i9EO2bu0gJbgZm4NnF3jkRx7gg599jCiM2Ln2JnqyTa8jyBRcKpMldEMn8hUB2PdcTHOLtau38AcCO2sTDANK4yV++H84xp/9r19j69YOxVqB+noDL1QnIk3XGPY9DMPg4LkDTMzXKFRyvPbl8/iDQGlBopQ4SrCzNtMHJ3EySsNhOSadepcjdx9k8dQcm7d2iKMY07HYWd7dx4bHgRrDaDbkiwHTiwGDvs3yFROhQbuukSQp/a4OnT9/u06iBK/nUZmqMHXo27Ht34v1foHxfbr8YcDrT72Dm3UoT5T2vy6EoDpdJrgZ8sZT5zl9zx5a2kVRA0d3bqE+JOs34fo7JsfODRj2BStXHTI5dapR1iwl4hybjli9ZrO3aTI+G6LpaveKI0GuoMBby1ccyuMxC0d9XvpKgXwpoTIeE0XqRB1HgtpUSLxp8cazuX17mpNV7fLKeMSRM0Ne/VoBTZfsbFgcOOEzdyigNhnijVrug66OYYAmNLotKNUSjp8bsHwlx856SuBrZPMhuiFwstBvKTBUZVxlEWwsWUzORQSewa1LLraTMj4T4g0c0kS9PIaVMns4BAGDrs72qk2umGLZUglHhcIkzx0OWblm0WsZXH0zw/hsQL50J59F02FqPmT5is3LT+VpbpuUagnViZgwVOJbXYfqRMTmssXr38hz4r4h+h3e2LveV/Zfr951HdtWm+VtO2oSg+zopFIjTe/gx0N/9P3aSCAjbncwlKbkTmqo5PqFDL6nMXckpFCJ6bU0qpMRxUrE1oqNm/WJI8nxe4dICZvLNtlCQmUiJo700UleYdvHZ0PeeTnLylWHJz7VxrAkcqBEn3EE+XJKGAgayzaLJwIMS2KNLLhRKIhDDScnSeKYXtvAtFUYnmKkpNiOyv649laGQlUwMdvGH6igu73tHKHnMexBvpIhjvo4mRDHjTl6dsjYVIy4TfLE5DZR03FjcsUEw0xoNywGXUEmK0e6lDuvv+0ko++9bX1V12GuCN2WRnl8CNJga9mivpliOgoH7WYl0wdaZPOSqTlYumzwxrM2n5y/BukQ8NGNMlMHIrpNKFSy3LwAw15CvhzhezZJoqMbOrlihjjs02sb5IqREiAHqijUDUkYwtjMSHSU7sDwD5TmQ0YgPUw74c3nKrz2tMvuuhKrWk5KviT58N/0Ofeoz9IFl2F/pL2xTDTNGRU2qotQHCvy8hff4LU/q7Ny2SPwoL4hyJcNsgUDw9TIVwTtvZDqbJnDZ0s88Ml7sDM2mbzL/IkZbry5zFd+82nWr2+iGzrliRKLpxc4+fBRBp0hn//nX0VPX+HM/U3q2yoDyM05ZAoug/YQO5Pgddt4/YCVSxsksUnoBeimTrfR44FP3M3P/N9+khtvLrF1a4err97glS++waAzxHItssUs8ydmmDs2gxCCTN7l4JkFOntdBl2P8bka3UaPvc3mfnEBt5kUgsALufX2Ko3NJlJKhj1fiTkBESjNhpQSN6s6jO09HcNKyJVS+h01Fum2lBA6/ZaRyLctCaEXcu+HT7/nuXwv1/sFxvfp2rq1Q3OrxdTBie/495WpEl5nFb+3TSYjUCe1iDuiNli/aZJEKbWpkOtvuUSBwoHfhjZoupqlF6sJTial01JVt2lK4ghA4GYT2g1DCT4DRkWJxuR8oCyjUmDZI8oVyhq6vWqxcctmYi7ct3D6Q40nf7TF5pLN2g2HfludqI/fPcBy1Jw+8FSSqWGp+btA6T0mFwKy+RTTVoAiwxyleKYJcSzoNE1yRdWt2NuyOHGPRxjC7nqGK29muOfxPvNHA0w7HY0RBI0dkyiIGfR1DEPSa+tUJ2I1B03AMBRUqzwec/7ZDN5A48DxZN8i+25bamks5tp5JRacP+KTJILA08gV76QulsdidjYs9rYMJma/PY3x9jJMOHrGI4qEImtqakOWUlCoJPuZIqpouO2fB1AEV33EyBibitEMuW+DM0zot3Uuv56hsWWycCxgejFifFaNMF5+qsDVN10qo9TTxrZJoRJz4JgSUKYp+yF1ekYVV4OOwZvP51g86XP83BBdT0edDoE3UC18JyvxfY2p8dFJT5P7oLflyw71TZNhX+k28hWdqXkl+tX1lNWbOfa2Db74rwvkigkPfjjhwQ95VMc9GjtKTBz4PvnikIkjCq4UeComWyJGRUaMKhRsDGPAxFxEHErefDbPzpqOrivGxdFzBuPTCaUxEFqIInz2R+9KTCZvcvSsxze/4GDbIZsrOjfeiel3tFHWREp1PEEzIIrUhl6oxlx70+CTnx2AvAHCRIgWpx6wuPFODsOtgOiTLQRYdkp53GLQs7Aci/J4kcZmROB59FqCvS0b0EcCXMiXJW42AOGCdMH7HMgu6OMgNV55KsfTn8sh0ahMWgiRsLmscfl1WL9pcffjHTJ5nXZdaRMsO4c/CHFzDnEYk0SquN26sY1hSbIF1ZXy+gmhn5LEkkLFRNdDpNTZWYk5/cQ0H/7pD2BaJqEf8pXf+gaf/7Wv0Kp3MS0DKaG92+WlL7zOzbeWqc1WaW21OPngAezsBrVpmyi06LcGtOsRlmuydWuH8ekO9e1pcqUK/sBHSklxLM+rXz7/HupooZrnM//Tj3Pgrjme+8OXmD02TaaQ+baMlSiMOfHQUdaubjJ1cIJ8JUe73iWOEgxTRyKJ/Iipg+PcOL/E3kaT8YUK20vbxGGoaKWJJE3uaHHiWHFsNB00TRu57gST80poPjQlvdZ/fOxhZ23u+/i5/+jj/rrW+wXG9+lK4mTkyf7OF6Vu6CBjpBwdveTt/7tTJScJIzKjOlkKof75vdiKd21S+zN8cSd+WCgBKTCq1tX/DOsOeEqlC6pv0Ec2rDhRO3AYCLRYoGkpxWrK6Yf7uLmUtRs2d90/4Pg9Q5xMShILvMG7ntUoIEi10lOEUFYzhIblCCxHAaTiUMWNB0NBEqdEIZhOQnVcMHc4YHvN4qk/KFOoKuiWELC5atFtaDz04T52NmZ6IUTXlT1SN5RI9HbyoqaproYaSUhyhZRiNUbX1SiguWOg67p6TCLwhrriSVjvQpmPxgHKvvvdbzLvfj2FkAx6gihQY5KtVYvNZZtcIeL4vUOuvZml39VVtPWBkOpExO6GTb6UqPRQKREGGEZCNq9yHB75eIev/H6FN79ZwDQTFk/4WA7kSjF3P9GlXVejiWxBMRocN6XXVrZVw5LkSgnmqH5t7hi88VyO7RWb3/3/TPDEj7Q58/BAFXx7Bt5QI19KaO0ZGEY66pqpF0OmcOuyQ33DxHITKuMjJkgkVCbMVZsT9w2ZmIn40I+3eeqPSgz7Om88W2RsJmHusEeuADsbFpYtmDrgg4RbFzPkihLLiolCHcsSqOIi5XYBXp0U9FqqWHByCXGkkcvHbK84nHt8QColazcExbJJoWqhkSAJiUKNs4+22F4r8dKXc7T3LOJQ6UYMU6XnegON5UsmC8cluqEThxpBIJVVVa+CyBEnOaqzOounAy6+2KOzFyBEQpBC6KeYlkFlooSTsylUS9TX+2yuKL1Noaw+fNlCQr6Y8Myf2JQnsswf3VMAMpEnSRzeeb7PH/96HlDuIMOQ3Lrk0trVCHy4el6jueuQyCIIj9ATRIFKL+23B/TaA9ycQ+AFmI5BmkokNpn8kH4bkBrdRoCbjTAtgyhyiSO450OnMS2TJEn4ym8/wxf+xVfptQfUZiq0dzp0Gz01jnAtdpbrJHHCkXsOcuX1PKWiy9zBTfpelUwxR7fRI1fKUBkfEvgGF17K06l3sTMWCydnmTk6xZtPvc1v/V9/HzfnoNKhdaYWxzjx8DHKkyVAfFtx0dnrYbsWj/34g3ztd5/j4vNXyFdzaJqgvduhNF5g2PNwcg5u1uXGm8vkSzA932Dj6pA0kd+R+3O7OypGrhUx4vHnSgm1SNJpKkt8Gn/3LobQVIdF/04tzu/Rer/A+D5d1aky2WKGXrNPsVb4tr/vNfsYVhXTSYANtSulOogYpZxX1MokNhl01QhBCBXXLoQqRNJUYtvKmRB4GoVyiKErfYLlKCxyGGpKkGYqhLPtKLV/Z88gXwxJU0ni36nY+x2dfCmhVI0ZdPVRRQ+ZnGTY15R9tJgwfyTgoz/ZIk2UMyNJ5MhFAILRPwsFduo0DTQjwXYiBh0DKWMGHZ1eSycMoNcSLF8zKZZjKmMRti1x3IgHP9Ll+N1Drr/j8uyflnj6j0sq3n40Jjn/vAJcrVxNOHA8wMlEINVpP/Qh9BWfYP6YT6mqIsbnDitxLCPr/LCv8erX8lSnBF5fo1U3SBN1Itd05fAAZdvM5lXmx3dbt4uaJIYoUKh2TZeEgUahnJJEEbubBv/+n0+wt2khUawSy0mZXAiZPxKgabBxy+bCy3ke+USHo2cH+5Htd3+gx/N/ViQYClp9m511m1MP9PnYTzU4fHrIpVezvP5MgVbdRNNg/YbN/LGA6nik7LO+IhBCSrelCp/2nkFrz2Brzeb62z3mjwSMTYfoBrz01TztPZMnf6z9rt9SPX5vy6JQTmFURApUiNuga/DaM3m8gU6hEnPs7iHrNx02lhwaOxbP/ocaJ+4bMnOgq1DMvsuwZxAMdWYPxRQqagzjDwWmlRt1MVT4mQKYmWSLcOYxj+P3Dhj0dLbXHL78b0oIHY6eGaCRMGgry/XEQglBQBx2KNUk93xgyNsvZEkSQauuUnlzhRgnm5LGGq26IFtImZjT8Ppw7JwOxKDP0Wv1uPbmgEFnyNRMQHr3kPauRWNbCTgLpRg7J7EyJgJBtpxhb8PFNPvkizGWkzJ3yFfheZZk+arDS1/uMHewidDG6TQSvvS7HV79usXGkkEmJ9nbtvCHyqVTGtPJlbO0truEoU7gCeRo5JaGMamURIHSInm9OxZr0zaRqSSTt9GNgDhMCXxBY9vEzmRJ4pTD9y6SypQ3v/4OcRjz+lfOEwYRbtZhd2WP0A+xXAvbtei3B8hUEoUxl1+6jmHqXH8t5ZN/CxaOrZGiUak5aHqdISbXL50Gc5LjD+YpjRWwMza33l5RYs0woThWwDB0JNBr9KivNzj9+EnWrmzQb/UpjStoVbveJYliHvrUfXT3erR3O3TqXbaWdkjjlNCP6DZ75EpZKpMlNm9uAz7H7omJI0Xxu32g03QFsbt9WpNSECfqkKEbo0OZgHJNMjkfsH5dY3vV4TukvL9nWbb5H3nEX+96v8D4Pl3liRJH7zvEa19569vafGEQ0dpt89iPPoiVH4L371EJkT7IAHVZaBw6GTA2Y7F8xVVCxvGIxratWvejuGE3n9JrGQih7Jndlk6hrGyRmpD0WialsYix6RAp1Vy8UFXCwIlZNTP3+gKnkBAF0N4zuO/JLrMHA25ddnGzKaalhJ5X3nB57ekcmVzKyfuHpFLy+f91jB/57+oKxmUnuFm1cWk6o9ELLF1yGHQMKmMxupGyces20xwyeRWfbtsqBGz+aIDvCdIEWrsGmqGEjj/wIy1WrztsLVsKQhULokgwPx3Rqht87Q/L1KZ3KVUTkhC8gU67oZMmkgPHfR7/4Ra1yZjAEww6mvLNI7HdlJP3DzAMyfV3Mpz/Zo5iVY17mrtqBisE9DoGj32yjZv9828xtwsMJ5sShYLIVzHvUSgJArh2Pos/1Jg+4KObanzSa+ncvOCiCcmB40P6t0x6bcFTf1DCdmMO3+UhdEmvpXP2kR6alnLiniGHTnuUajGdhsm/+5Vx3ni2gJtNGJ8NOHzK48gZlW/jDTXiSPljhVDZCdOLIfc92aW5Y6pgu2zK5TeyvPnNLLOHQgY9jU7d5FM/t0e/rWHZCvCVpjHDntrwtFEQW5ooMJimCW5ecOi1DHpdjeP3BJTHYx7+WJsv/ZuqEm/KlPqGxvW3SiwcC7nvgzZj0z0VFLVr0K4LLFdSKCW4OQ3TNGHEDxGaS+DbDHspSaxhWD6annL5tQzthsbl14ukcpq5g3tI2ePtl/JEcY25IykaTWYOCZavJggjS646TqPexzQHauQDGBaEoaS1K9D1FMMS3P1EBMJm0EsYti9SrlrkihWCQZ9iJcJ2El5+SmV77G3pZI0+JHVSbZzObhehaTj5ModPrzO5MFRZJyP77diUZPWawd6WpDIZ8drX4cobBrarkc1LCpWEQVfQb+vYmRRvkGDFA5ysSSrKzB5fYOmdVXrNPlbWIpUplmOhGxqdeo/IV2hsy7UU3VIa6FaWKPIQmiRXHsPOWDjZhH5ryBf++VMAtHbatHbaDHseUZAQDAOEpiyYaSpJY4V+R0qSWI0lmjuSf/u/VDh8Ns/MgT6GmdJtZVm9USZJQGi79FsDpU0QcPPtZUJfdVCKtTymZY6ggkO2l+pMLjZ58m89xnN/8BKXX74GwNTBCT70tz9AcazAn/6zL6PpGo/86P20d7t09rr0Wn28ns/Rew5y/MEjNDY3ufryBuMzLrcuQZJ4ZPM63jBRrq1Rx1jR2BVrxnISwKTTVCLi8bmUybkB49M6Ny6UaGx/98+/TCVpmvKFf/lV0iRl8sA4x+4//D3Fh79fYHwfrw/8xEO0dtrcemsFJ+vgZG38vo/vhRy7/zCP/Mh9CFsgkw0IngV6I31FF5A4WZOP/VTM53/L4dalDPd/qMerT0Fjx8DOqGCzjVs2miY5+cCAI3cN6bfVBh+FqhLPFZUA7sAxn7dezPLK1wrK+OemXHsrQ3VCZUwMujr9js6hUx6PfKKDaar5vz/UcLIpa9dtvvHHZZq7FrWpIR/9ySavP5OnsWNy8dUs9z7Rp1BOGJ8N6bVVLoXQYOmyw1f/XZlW3eTouSFOJuZz/3ICXZc4mRR3NF4pTCc89sNqA+82FcAmTQVeRydbSOi0DGwnHY1zlA6juWuwcFRw9JzH+g2bK69neeijXYJA0G0pO22uGKMJyblH+6xcc9jbtLCcFF0fiRUjOHTKpzIeURqLaO0aLF1x0TSJaSudge1Kjt895KGPqmCsd+PD3/3Pt/HghqWIpLou0TQdO5uSLSjBbr+jM3vYR6CogKGv4eZSEBEbSzaXXs3SqpuMzwas37S5+GqGw6eHpLG6CT740S4PfqSLZanx1QtfLvDWC3mun3fxPZ1BV+OPf32Mz/79HR77REeBlDQ54nBI+h2dpcsmh097PPrxLnOHQr76B2UuvZolCjTsTMr6TZs0Ecwf9jj5QI/A0wkDiTeQFKsJzV2d8TnVUUhiNW7ThMq3Wb7qkCsmuBnJ2IxKWD1+zxDTklwa2XhNG9JERzdSDt21jkwUfMyyYXfDIgp1JmZT7EyHQlVDQwN0BBqFsmD1mkZ7T9lNx2ciTCui14J8SSMMLRq7WWYO9Ln78V38wR5gEASqYLp6fpJeewKvn6DrGrlyBk0P8foauqmC6gZdQa4Y8fgP+Zx5WAcZ4PeuEQWSiZkeUrYY9iRbqzaHTkm2VvN88wtFojCh14Zsvo7QWli2pFiBAydMTBtuXswoZ5IjqU7EuPmEcM/EH2oMOh5uVmfuiM3misKDp6kiReqmJIkU9yI1JN2Ww9h8mSN3H6Tf6jPsesRxrMB7qSQaxZgLQDeVdsIwdWWHjhIM08QLvBGxMwIEra0WuUqO6nSZ9l6X1k6HOExGEe4Cw9TfFSimxJwS0DVBGEToukYcaSxfLrB0Oc+gNcSwDAo1h7HZDEJo9Bp9rr56g9pclX5zgK5rOBmbTC7AtIaEgU2ulCX0Qy69cAU362NZbSbmLHzPJvBCzj99gTSVxGHM3PEZAMZmq+RKWaSU9Ft9orCHk+ng2EsgB7T3bJJYjUbsrKYgYV6qdGpCglSajGCoXEFJrJxWZx7pc/xcAELy9gt5JClqXPfdx6S7Kw3e+Oo7CAGvx2/z0hde5+M/90GO3HPwP+/m8hdc7xcY38erWCvw6b//Q1x64SpvP3uZQWfAxOIYZz5wkpMPH8XNueqB2b8N5l1I/2sQXQG5q4prrciBs4v8zf/TCd5+fpv1S29w4v4m3YZk/ZZLr5PHD1zGpjrMH/aZPQyZvMba0gQXXjU4dFef6lSITBLaeymOa3DPEz4rVy1KtZhuS7XSbVdSmw458/AA3Yy5/HqWgyd8JhcidtctXn26wOvP5Ak9nemDEfPHUgrVPDcv5nCysH4zy7Cf4eyjTWYP+vtFwlvP53j5qQJuTnLkTJcDxz3SRIknTUt1L2wn5a4HBtz3A11mD4Wj6GvtXRoKFfLU2jVHc+yEXltHaJLpAyHZooopdzIpV8+7PPDhLhs3LTqt2zRSNaJwMpKFIx65QkJ9yyJNBIVKTKGckC3EdFs6vabJI5/osHjc59Wn8zR2FKjrIz/Z5JGPt3Bcua9hUcmio7ntu8eyoyIjjhQ4rdNQaWpJOtIYlFR3KU2VMPW2Ml0I6DQMblzIUCipkVahHLN6zWXQdQh89VwtW40QdjdNXv9GnjeezZPNJxg2VIsRYSDYXbe48bbL6QeGaLpEN9T3dFs6rV2DTtPEG4SYtmTuUMDf+N/W+df/VOPKG1lsV1IoRxy/e8jDn+iA1Gg3wM0m6LoY6W8cem2TUw/2Ma2UfkuNKTaWTPLFlE4TLDuh1zbQ9IjGtkFtKuK+H+jy6tfzWDbUfZNMTmPYs9C0QM3ANcmBYwHLVx12161RkmiI7Rpo2gSIkPWbkn5Hki2AP9TZ3dBZOBpRqkka2yb5Yp9HPraKZY1iuaXEslPiUOe5Lx7mnRfzBIFPmqQYpolu2JSqXSw7oLmtE0caUwshP/xzezzy8SEaGimTLF2uEEc1PD8km7mB7QyxLMFTfzjG9XdyRIGB0FN0PWF6wePQmZBMVueNZ7N0G0PWrtkjFL56L7aWLQqVmOpUipuD5k5MviypTDj0Ouq1CDx9BHMSo2BCQSILDLox07ZJmqZ0GwOcnI3iSwhFv9Q1DNvY12ppmkAC1eky/daAbrNHFMa0djokcUI27yIEtPd6bN3a2e9UwG1Mt0onve1mUiFsEk1T0e4gMFxjH8mdJimaoWM6JmmS0tnrUZksUajlae922bq1QxRGzB6OuP/JOgtHeuhmSuibrNyoslksUBvf5J6HrlGbzpGmJnu7M6wvH+ad57fZurXN6cdPIKWkvt5g69bOaGzjQdpBJkOOnniOu+4O2byuceMtsDMmpikI/RTdUK/nKEdOjSpHOrft1Ty1aR/LDthetSjVdGYOSdxcEW9wWyMn73zYv2VJmbJwclZde2nK5o1tvvjrT/HZ//OnGZutftvj/0uv9wuM7/OVLWS4/+N3c9/HzpGm6XcUAAnhgP0wwn4YKRMF1lFMXkBjsiSYPK4u2DRNEEgQ+ru+fxRdTAhYHNR14jhCE6pal+E75Hv/nMkTx7jnI3vI4DVSUVY3HimR8Q6a6CH0A3zxd0zeeCbk1uVJNMMhTSM0bYV7nnAR5ix7GyGGbWLmJ9GNV3FyYGciBoMJrpzfArnClfMupBpRCE/8SIdiJUFoaqNL4oRCKWHmUMj4TIwQCWceGlAeT/Y3WwWxkXc+x5pA05SupDyuipMwEFTG4n3RokqkFMQxNHZUdLxwVLoiYgSB0gVTCyHjM9F+pkB9y1QjJg08TyPyBNXJEMNUo6E40uns6bzzQoEj5wbYToKbVRvc3paF76Ha6SO9RRJLNF0BqzpNg0xOwc7SRDk59JGmZdDTqW9YBL6ywDEa++i6Gjd0mjqhrxFFFlK/C8u+DAyVE8RTHZrrb7vYbqqgaKN58u2gNTeb4g01dtZM5Uxx5D4qPYnvFElXzrtMLUScvG9IEGh8+r+vk0ZCQbh0AI1hX+ANdED9t2YWIz7/2yW6TR03p6ygQuhouiAMlIvp4MkAy05IYsGgq7gTxVrCwtGAlWsOmiaYPRTR2hWUa4JUgpORWFZKeSxm7YZNu2FS30qpjEmy5ZRgqFPfMskWdeyMTrYoae32Ma2QYi2Lk8tw6OQVND2ivpVF0w3iKMYwNcq1Pmcf3uAb/2GC5csBAKZlKCG2Ljh2ziPwBDvrNh//7IC5w+kICBUik4g40tE0wXBQYPtWlkFPYdZ3N7JEgY2TSRifibDdmLmjAQ99PEsQzPDS1zpsLytdi2UzivYWBL5g/ZbD+OyAfCmhXdfR9FGAnWbhZGM6DQUxS2Idqd+h8dquRRREChAVhLhZBwmUx4pKSA2sX98C6RGHieoQjVLngmGgTvKONUouNYiTBG8QMDZbIU0l20u7JGGs7g23NQooO+f+aEFXrInADxHI/aJEJsrlZrkWlmNiZ2zFpNjrohsGUqY0t9tMHxjyQz9dpzIe02k6DPsWTibmvg+skv3BmHZDx84t4vs5TDNkZv4axXIdr3+WW2/7dPZ6DLoeyxdWQYKdCUmjPfr9iH5b59Lree7+QJcf/pk9PvfrFlffUJ+rwIc4vKPyTNM7Bb6mCZr1lPae0prMHfbZXknxPYtMMYOUtxk48l1/vrfI8AcBcaxiIDRNY+bIFEvvrHLpxas88Tce+QvsGP951/sFxn8la9jzuP76LTZvbiOEYPrQJEfuPUgm76qbQrJO2H+LvbUb1Dd8ut1xatNZDhyL0bSUd15oc+HFNo6zh2GkCKOGkz9AdfY4R+8Zo1JbRSbbdPYk19+22d3MYJo2M0ensO2Aq8/DytUrb/jTxQABAABJREFUhAFUqi65YoBumEgBaWiRL2apTvUYm4o491hKbbqPlIIoMGnthnRbLmiaGu/cG+OY5/nQp9fQtBjT0tlag9buAMOEQjGh3dDQdRW4laaqqWi7KfUNE82QTC/6HDgWoBtyfwYeRyoBVaBOnUJTzgQpVfHQ3NEJAg1/qMLYdtZNNF0RLoc9jWPnQgwDbDfhxjsZeh2di69mOXjS48Q9Q4XFTtRoQmWLSLL5lDRR2pMoELiFlJUrLms3lZbAzSptyIn7+nSbBhdeyhFGGsVSwuwhn9pUyG0myeU3Mlx4KcvMoQBvoGMakvmjPmPTIVEkKJYTttdNVSSZkpmDAXE0yk/oaDR2FI1URU5LdtZNhCb55p82mZrTcbMOO2sOe9s6nYbJ7oa6Cdq2er0CX8PNJJiWQnkjbztbVDsoDgVxrEZntquyb0xLdYge/liXibmAyNeYOeSTy6vXP44E/a5OGgsyObUBFmsRB+/yuP6WTa6oKKFCJLT3TLyBxumHeswc8vcFq626Tq6UkiaqW+QPNT78N1scPBET+BEpcjSuUiGAE7MKWlXfMnn163nufrzP9kshm8sWGzdTJucjZg7FZHIahZLPpVczbK1kmZpvc/k1nW4jw9Sitv/7G5bAG1hUxvt85u+9zb/5/06zdMmgsxegG4orYpiS8njEAx/uc+ycRxJrowLLRtOazC5adBom3XaVt180ae+ajM/HmHZMFKekaUp1MqZQCdm46bB8WacyJbEsA9vxVW5FQQmsFYxMkB0VZ4EPbt6i05IMeymkAeMzKbZr09o1GPQg9FKcrEG2mMXKmKTJgN3ll7GMBtXxCNMCzRjgDceR0sDJ2oRBqISfYUwcJ2zdUDnx5Yki3b3eqIBQpNBhd0inblCbqaJpSkCOQFk6Y5U++u6Du27oJEmCQMG9NF0JKA3XRNP0/eAyTdPIFjPEkUJoA1QmCjzy0SVyxYilK1n6HTWqtByDTE5j5mBAs54lSTNoSYOEPsMY8vk2R0/ZfMOx2Lq5DULgZgWHTvcYm1gljQM2l21uXMiwvWrw9ss1Hvlol8/8vR2e+9Isf/QrGkhBoWIQeClRmOJkTaTUiYMIfZQxkqZgZxSOf9jVae0JKhMdZKoK5T9vRUHE2pVNFk/Nq5dKKPjYjTeX3y8w3l//Zdba1Q2+8C+fYme5/q5AH8nkgXE++Xc+xPTs2/itL7OzdIt+O8S1IyYO9UkSjZU3Cww6Abn8gCc+GvHNLxZ56ZkcQizj5i9gOc/wUg2e/LSO5Rh89fcHtHYkupEjkjPUVzsMe0OSqE8cBsSRTugb6HpKtqhuGpm8ycIRh8d/uMvcEZ+DJ2MMQxIGBsO+zuwi7GwEXD2f4QM/uMl9j7fRGXD87hSvr2BQc4e7+ENB6AsWT6RcfE3DMEZ6iUQVGgLYWLL5yf+xTmUywrJUcWG7KW4uIYkgV0zUKVxTSu5+V+cr/7bC0iWXfteg39X2004bOyahr7GxbDM2FXHXA0N6bZ3zz+d5+4Ucmq60JoOOxsLRAHuEujZtpZGQEjKFGKRg0FMBY+efz/PKVwsql0MqJPbbL+S5eSGDN9AJPE05MiKBm1Fz2tMP9fiz361y/pt5Og2DucMBbjYligQXXs1x9OyAx3+ow6HTQ7bXSoqOmU/3E2STRNBuGMwd8Vk46nHzgsvVtzJ09gwm5iJe/7pkd2MSISS1KUVHbNWVk0MTksNnlDNh5aqDm4VMIeHmBYduy6BQTuh31Mw4SZTgdHwmwrJVUXbktEeuqCBDlpuQzUkK1Zg4kqSxYpoXyuo0bbuqEOg2NB77eJOpBYerb2RpbJsIoYBkT3yqz9lHewz7OmvXLHbWTOVoipVwd3w24qf+3g61qYQw1HECxUXxBxo3LjgMuxqpFHzzC2XWblr0Oxq3Lrj0uzq6LvGHGptLBkuXde57ssvSlQwv/FmJTjMik4l49et5LuQkZx8NOPPQAF2PKBQ9nEyMZqToWoBuDCmPW7T3DPJlyf1PNDlwIqA6AcWaGgWYthgVGCmChNpEh6WLJs9/EdZvKehbYzeluWvQacp9UaaTSQl9jc0lB6GnCvh2JCXwInotAz9RP3diJqY2HRN6UN+wFMthz2H1RolsQaDpHlOLLmPTsLkcUF/XsLNZnKzBoLNL0Avp1mMyuYQkjgl9EGKLQrlFEB0kU3BpbrdHHRoNy7EIgwjT0PcFoLqp9AZJnCLTlMZWm0wxg9DV6EPTlaZDaAKRjkYJo05ZHEYITRsliio6quVYlMaKtOsdQCKEoF3vEIXKjSKEIPBDSrWUhWMhF17OsLVkEsdin2i7u5ansQOnH/KAy1h2tH8fNYyU+cXXueuBs7z5XMT4TMonPltnfLoB0icMJIdP97jvSZvzz9dYumhy8r4pJqaWuevePZ5fqOENHQJPEocpVt5AChshBJqmsPKmrTPopAw6Eq+v7jVJAvE6xOFtgNt3XxLYWakzc3gSy7GAUYc5/e7i0P+S6/0C4/t8dZs9Pv/Pv0p9vcH88RnFv0BxMtaubfLGF3+d6t/cYeVSm+0Vl+LYGNXyGm5WkKYp69e7rN00OPeoZDjQOXDcZ3utQHNXYBpDpud7dJpZ/uTXa4DEcnIsnDDQRIdblzbodwTdvT62azAxq1Hf8Eh0JRzoNlLypYTDpzx2Nxxe/Ipk8cRwf7PNFVP8oc6w71CuDbn/gxeZP5RgWQEgMCydKNQI/IRMLiaTg3DUYThwPKBdN0hige0mpKng6psuB096jE1HrN2wqXd1dANIJUfOeuQrMY4r908Rni/40u9V2Fy2mT3s09gx6LWckeVW7nM9vJ5OMhbj5hK+9HsVVq87LJ70CX2NUi3ikU906TQU66I6qeYDtzlXpgndpiBXjNnbzvHqU3kGPYW9npgPOXpmyPJVhwuv5Dh8asihU/4+c6TX1nn5qQJLl2xuvJPBG2pMzodMHwywRx0Yr69x4eUcblbywR9v0O/ovPNSnvau4iFEoRp3lMdjHv/BDoaZ8to3CvSaBvOHAw6f9dleVUJAUCLLXFERLXstndWbDpmC6oYMujqNHZM0UfTV575Q4MEP9SiPxSpuOlJskepEROgJlXxbTkmlpLGp9DimFZJGYOiCIFKFgWFIxudi9rZNmks6pRrUpmNmDnV4+KM9GtsGmg61KVW4ABhmwuzhkNpMTLESEYcqAM2074xxpKdErpqWYljKlh2FGquXXVp7Or2OoLmt7MsLxxRoTaW4CtZuuHzl96v0uyZgYJgRxWpEoRwx6Bm88Q2bbC7ggQ95uNmENNXo7GmsXXcwTJ37PwRxFHP0TIvpAx6bK7fJixq2azE+4yGIULdowdZakWc/nyGNA46cDug0DExbUt+0VEaIlWLZsRImDw003dw/7ArNZGrBZ/FEsF8cO5mUKIC6ZzHoZwjlSWZPPcz5F59ib9NXLqmmTxxKihXBwVNjeME4O7eW6CchViZh+qBg8aRNe0+n2wjxBgmtukeueI327hgyUUWsm3PIlXK0dtpIAYEXgJRYhkWaxGhCICyDKIhpbjVHlnV1jRdqeTRdpZ3e7kLIVI0Bq9NlOo0e4VAlksZCkETKKabrGt1GG8O0GJutjUSgig3k5ges39BYv+GQL8fvumZS4hAuvZrl7CMDLCdg0Muyz/oRKcVKnwd+4Dqt3bu459Hr1CYC9rZMAs/G66uU48UTEY98bI8Xv2ox6FVomj67Gx6GmXLqoZT1GyaDDuh2BsuxyeRc6uvrDPsK9w0S005xs4pMnCaqk/cXqRGEEATDgH5nSGVUYAy7HueePPWX3UL+Suv9AuP7fF195QY7K3UOnJxD0+9Uv7qhM39ikmLxT9hd0dlZg0K1QDY3wHaG+F6WOPKoTAxp1TPsbes0d9Tp+OCJAb1OmSSO6XclE3Mprz8zxPc0HvnBKkII/EGe3dUmpDm0EUiq084ShgluPmXYjUkSCSKh17apTSmV/c2LWY6eCYhDQBMUq9Dt5MiVJGNTXSxnFNmMhaZZuPmQNI6IQp0kTskXEzZuWeiWpFRTAVw76xavPV1g9pDPmUcGaJpk9mDA7obFzrpFJpewdNnh7g/0GfR09JHF9dpbGdZvOmSLMV5fZ/pAONpoVackClS4110PDum1DF74YpHlyy5TCyGOozQIC0eV2G9z2cKwQEpV4CSx2Kdb+p5gb8vinZdydJo6aSo4dtZjalGlR/ZaBqaV0usYpPI2pQTyJSU43VpxSBKwLMn0YkinYVCqKl6GaUtKYzGXX8/w2CfbfPDHm8wfCbjwcpbGjomdSXn4gT6HTnlUxmLqWxYn7xtimJLxmQhQOgrbTXEyKXtbJtmCOimPz6muxeaSSb4YUx6PQCjxaKdhYOjw1otZapMRR057TB0I0HVJGCpSaXPHolj19tki0wcCNB2auwaZnEKF64Zy2/ge3LroEPg6j3y8h26kSiDspMwshiMaKSBAjqBFxUpCJkzQdEY5J2rPVR0tNQ4zI4hjjWFX4eh3VpUTpdcS6AKOnB1y6KRHmmoj5oOOZScUKjHnn8tjZwXFio5pS/pdm8n5ENNRgXs3Lzo88SNtNCOBJCX0LWw34czDIUlkUxoXHLwrYm/TxjIlnYbOwlGd0rgc8UJ0FOhL450Xs6SJyfRBndALKVZjtlZdECbVKZUge/V8jkIpJE0NxudsSmMamZzAGwiauw6zh1TglmX5SKC5a2NYDm+9dJhTP/BT3PuBR8lWD/H201/n4guX6TUHFGo6s4d0JmaWseyLRI9HbK1k2FpxmDqQA6AyYeG4Ot2mh2Fq+MOEck1iOWVmjkwThxHN7bZ6b0apo0i18SEgFgLDVAcKx2kx7I30MA6kSYDQ3BF4LEE3dJV+WstTrBWwMxbdvR7+MGBidsB9TzbIFyPeeMai2zIw7CJxGOAFKVEYMb5QY+G4zspVi0IZskUDTcQYZoJuphhGiu0ogFrgG/tx7aBgd8O+QbEy5BOfucHUfBvdTKlOqsNGt2XTa5l0Ww6F8pCDJ/pAhShyqG/laNYzHL7vLsYPSJr1VTJ5h0FnSLveIhhEJJGAVB1wIl+QxqpDo1wzo6L4O+gu3r0Ma3R3kFKJUNcaZEsZTj5y9C+/ifwV1vsFxvf5WrqwimWb7ykubq9cfkCpOmRz2UWmam5p2R6aliKlzrCnZuWlWkxz1yBNBaGvM3XA4+2XSsp22BZUJxM0LSAK7P2bd7/DCAkcYJgGaSIZdgM03UZoFpIBhuUjNJ1u26Y4JtHNkNXrWY6eE+hmgkBnYk4yNu+iAUJ2UDat7IjboZNEQ3RdQbxAYliCYlU5DdoixckkmFbCzQsud3+gz+ayzdaKmt1btiRfkthusi9+7DR1mjsWupFy/ps5ZZPNaKQxFMoJ80dCAl91HLyBDqmkXEsIfY0Lr2QUjCyRtBoGlp1QHo8UqGiUe7V8xaW1Z6gRCWoT3Lhlc+0tl17bYPpASJoIDhz30DTothVmPV9S4WVeX3FG3FyKbadoZsyNt7LEkXJK6Iak31ZFUr4Uk8QCy5Z0mxpRKMgW4cS9AxZPDpCptk9qjUNlBzYbKUfODEYR9DqdlopNvw342l4zKdViqhMRi8c9Bh1BY8fizW/mRwJOgZNJyeYTbl62+aGfaVKqJEiUyFYVDgrTbTsp1QllY86XYmwlsyFXVJ2EnTWLftciCnTiSGVhmJbEMBIMS+6r8OE2KVWodjDq5KzpYLt3HgNqZKY4KaoLZTspnYaxb/e9fsHh2nmb+57sM3UgJJtPVMiaAVsrGW5czNJvJfTbKhDPtEdCx4xGeXJCjf2ISZOEbkuj34GxrNpQ3WzCkbsHkHr0uzZpksG0JG6+jO026bYEmm5g6P6o+6DyTELfZvlKSrGiOjS6bpEkMXvbNkIk9NsKrR4FoBsOlSlFqs0WNGYPC95+QaM8Dq29DK3mUQSKhdNr+RRqBfKTixy+9zQA83c9yPxdD/LRnx9y5aW32Hj7l6iMrRIMDeLYIF+KKFY6zBwYsLlmIFMHISBb1MkUbMYTWL3u4pZKTLqTjM/WcPIOSZTw7B++yPbSLgKBFHI0rlWaH91QdNteW0UKKOJtwqCXMuyl6IaDZmiYttqyimMF7v/4OWQqSZKUQeMVjp1aJleMCIMcdxOwuxZT30oYdENsd5GFk7NMHBhHRhfpd3SmDkTYjo5uKPiVlGpznj86wB8IMgVJ4MWj0YpQzpddm3w5ZvHkLrlcQhBakIKmhWiaTxRK6ps6oHPwLo+UBF33adancQt5NLNMtpQipQJ9pYkkX+rT3lX3rzRlRPEVJInSf8lR58K01fhLUY+/Q5EhwLTM/U5Pe7dLvpLlg599nJnDU/+pW8d/lvV+gfF9vtJEIrTvPLcTjNDfiXzX9foulO3IFiY0RXwU3FH/v/ungBIsIhipyEcfjPc8RlXUmibe81VlBxUokNGdQJ/buHEhQNcFJCnqNDdCN8sQ5LeKnlQbX5Edb38IBaYlEPrt5FAx0mXcUW8LhPKjj37WbWFimt5204y+pkkO3uWxcMSnWItJY4HvCaJA0Krr9Nom3abBzro14oBI4lDj+D1DymOxEowmqrKQ+z9YbY5xfOf3vT0+SdPRxilvI9slswd9jp0bUpmIsV3F8Nj7YJ8r5zNsr1qEnopybu4aeANFUTUtSRxpxJF6D3UDsjmIQsn6LXvEfhBMLQSc/2aO5StKVZ+mo0wZCcWKKjCiQHDptQxj0yELR32yRbCckPHZECGg2zSob5jUtyw2VwT/9n8xOXJmyIETPivXlIjNMJXgs7VncOqhAZqOEgmO5uCZHCRxSjYPW6smcWiiGxGakfLil8eYnPWZOeijZ9XJMUnVmENoykWDUGMQ+a7LOg5v2wI1ldNijdoc6Az7JrsbCuZ18ZUsH/x0m6n5kN0Nk27DROiC8elIFWVCZ+lSlsCD6mTI4dMBuWJKrqRhZzMIbRHiJbI5n9C7c40BrF63iSOVrpstBmQLIVKaoFURegKypyLkZYLKQAFwkdYHkNTRtAiEhm5mMMweoa/T3rt9Davfr1CJcTMxr311j0d/MOG+HwDLznDrUoWtFYthvzGyNgty5SyLp+b5xH/3oW+j/Vp2Blt7jsOndhh6M+h2Hl3rkUZ1Npc1xqYCxuMG2+vT6vNDgiAhTTT2NlPajSaa7rNxbYtcKcv4fE2JLKV6nkIK0FReUCYfAUoYrGkaY1MwMZ+iCcn4rM/Gkobv5dE0jdCPsB0TTQiGXY9sMYOmBZy67waOI2jWx5g6OMGwX6dUg2P3pGSy22ysz5Nq0+oajkziWEfXI3QjQEodKRXgJh3ZvFMJ+VKKYZk0d1L2tiRRYJHEGnOHAxxHHTB6HdXpuPBynutvW0SjUWCumHD0bEgQbjE1n6E88yAP/aDL8oU1Zo5OEYcxwTAkV7boNuKREFrdA0Jf2VjvOFLVPc3JpCAV4C+NJd+qxzAsg9pMhbnjM8wcmWL22DQnHzrK9PcwWfX9AuP7fM0cmeLKy9eVjfQ9wATwhll6bZvxOYP1m4qNEEXK045IcbIQetq+WK/bNLDdhK1lF+VcgGJFIoRGHFvoukA31H8jk1MbexSZ+ENlHXOzDn5fjQyEUKFnaSrJFRSSPPR1pg+ogKg0kbg5CeggNZANVPfCHv0pAHViv13ha7pEphJvoO2XF44r2dkwiEOFrr778b5iRehqo00SQEj8oSBNNG67c6WEynjMjbcFaSwoVCIWjqs5dhwJuk0dfyiYmIuoTMR0WjqbKxatXZN8JSabT0hTWLnm0Nw1OfNQn+pUTGU8IltIGfZUnHYqBb6nUSjHOG5KfVONLaJAdR6yuQTLlQw6Ok/8SJtzj/XJl2M0TW32aap0Hfd9oMfqLZu1qy6Drs7etok/0PD6GnGsrJu2q1wYCIgCuP6Oq8YkjhotxZHGxVdy3HjHZepAxOwhn35HsNpzWLrkMH0wYHI+pDweMTUf0tgx8fqCUjWmMhZjWKpDkaaC+paFTJW+441n87z29QKBrzgWpi3xBxpnH+4RRxqGqRGGYJoxcawReC5xZLC1ZqJpkvKESTYXcfOiza2LFq8/W6I61cB2w9G1pH6n27HzxuiuliYQRUrnIjRIEwMpFTQqTTSEprO95nLjQgZNjxFSIeon50Ma2wZJrJHEOmkIazd0DMtn/tCAvS2T2cUQb5DFMMDNmdiuQBCD7IF5kkb9IqVKl2IlHtk7BYFvEEdq7NNtqY5GJh+h6QZDbworkyFTikG0QA5Ul844iWUuMnXQ5PpbfUqTGYjXMG0dN+ci04QUSRzA4bNZpg5EkAy4fsFl6ZrLp37+IKc+fB+3Lpd442tLrFxcwx8GjM3VuPuDpzn16LH3pC0DyGSbuPcFKsU/RtcDyjIh9Dt02xm8nsCyNRo7JtWJgPpmf5QkGxOHCZdezbK3FVEcr4y6fza9Zp+dlTr+wMfOWAReODpcCBxXUpuOFbbfh9nDMH/MwR+M7hNSMrs45OJrFrqZQSAJ/IhWvcv5b1ykUMlx7FyXfLHH9mqGTDGDYRpkCjqW1aY6GZPNDqhOvcqtm7N025OkooBuWviewHYHCt8t1fsUhRrrtxzufrxHJh+jGx5Ll1zSVMd0dIw0pFSL8TwL25IMuoKvf67A5pJBrqC0SQLY27F47vMuYVjgrsfu56f/759GppL/8M++zMXnrxCFMaZj0G10SSKBaat4gX1brrx9qFNf0HV1WLGcFNOGfsd479lKQCbnkqvk+Nv/8NMcvvt7A9b61vV+gfF9vk48eJjXv3Ke7aVdJhfH94sMKSXr15rk84c490SDften2+ij63nC0MG2B9iW5NaaQ7ehs3A0GImONJavZ4mjBCE0CpWY5q4i7bnZmKULe0zMZ3AyQ6pTWYbXLZK4j2kbFGsFoiDG6w9IU48kgl4robEdsbUsGZ8RHD3TxbJTHEcjkzWAKqRtwAfyqA5GiAqf0nBz0O8IdC3FtCDwBLqeUKqhWpe6KqzGZ1IuvpahNh3SbWk0tg0KpZjyRIwQkpnFiPqWwcpVm6UrLqGnUazGFKoxQSCoTEbMHQpp7BhEgRo3CIFCeSOxbVXMjM+G9DoGmq6Cz5yMJI4FF19TlM/KRESukIzawKoYqowFHL7Lo1U32Vy2sDOSnTWL8niMk0kplCNsR+PMI30sW/0+3kCQvit11c5ISuWEaD6gsWsw6GkM+yo90x9qnH6ypzoekUBoksaORXPHJF9UttJ8OeH62y71DRM7o/QAs4egUE6ZmA3YWHJo7SakScKRM0MOnfL44u/UqE1GZPLqdw19Qa9tUJtUxcmtixkCTyNbSNA08EakwjSRWE7KEz/aJpuX+EPwBxoir2OaCVIG7G3Z9NpZyrU+bq5NtgCt3Sy1KZ/lK5aKWi+NOhWk+9iS28WF2iwUsr3e0em1dTI5SWU8wnYThKYRBpLNJR0nk1Aei7jyusWDH+lSKCcYhqCxLfBHHaE0kWwumZx52GPx2IBcMebmJZvNZYfSuMpAaTcSdKNNEnXZuKkx/cGEr/1RiUFPJ19UguYwEFi26ti06jpuVmCZKyyvuVQmKvT6i3S6Ma75IoY+ZGM1JAyvkMvHdPeGLMdNypU+m6t5Ql9SnbJo7oRYeY0kljR3bKqTCYfOLtLtTpOZ/BmcvMvJh+Hkw/f+R+8XMtlGDn6TxL8MxARBDk3TcTI93FwHf6jGVKvXRte4PiRNFHp/Z91iY0lncj5h4SS89XzC3mYTw9Tx+j5xGJOv5EhiNZLIFDIUqxGHTg648Y6B14dSTaMyWWRvIyGJEkwrh2UPyZdtfE+Jw4WEykQR3TQYdBvk8zeojvdwszGmY4Kmc/hUC00oUJumSyZnW2QKz7B84wRf/j2dfMGmuR1iGCZCSDRdIISGN9Rp1U1OPzwk8CTtRoZO08VyM6ThgLEpxfHYXslTmxxw7bzN9orB9GI0CjzUlF4pp3P5zSkMt8ruhs83/u3zagTtmNSmK9Q3GhQqOZqbASLrI4S6p7DP/rjTbUxH5pFMPuXkfQMq4xFf/N0KwfDO9i00mFwco1jL88qXzjN5cIKbby6zfHGNOIoVNvyBw9SmK3/lPeU/Zb1fYHyfr9pMlY/+Nz/Al/7V0yy9s0qm4CqBVc+jOFbg2CM/i1t5k8Onv8HWrW167S69lkZ5LCaOBIZTZGw2RIiE8dmY5z5f4urrYGdiciWL1ZtZ0jjk7sf30HSLCy8Jbr7dxXYddOcAptPFzTkITdCpd5HJAG8QkESAVHHqW8smTjYmDFJefzbHR36yhePEQISUO6MqPgM4QJ07pXuKJsDNqH+TqPl6ZSLBMBPiEJav2kzO+3zsJ+s894Uiz3+xqOLd7ZTVaw62m3Lvk12Gg5Qv/FaVTsPEzSoHxvaqjW5KNe9HzUD3Nm2k1MjkEg6c8JmcjYhjwfJVh8pEzOyhkGvnM3QahtJDdDTypZjQMxQ8y0xx3JTphYh+V+kpJmYVQ+Lsoz2uvplh45ZNY9tiaj7EyShQ1iMf7+JmUyTKGRIGKoI9m0/IlRLSWGA6KXZGMuzqCKE2/CQWHD7l8YFPtek0NDWbz0miQFAeV5h204T6lsnTnytjuRLdTOl3VNJrdSJiYj5i0NNp7loYts/J+wdkMipQrlCJsV1l902Skc6jIKlOxuyuK/fIoKvvjz+CWIHEfvzv1Dl61kMiMS0FL7s9zzD0GH8QMnuwi5uLQCZsLmVJpeTwqS6zh4PRWE19z+2pm3hXxziJFIhs5ZpD4CnnhBAS34OZgyFJDMO+Tr4Ukit5tHaV02L2UEgcjuiyUyHtPZ2bFzN4A6W58AbgZEJ0U/Chnxjw0pcl195y8PoaQvOIQsjkYkw75eufKzMxG1IoJcSxwLAkU/MBB477GKaG0BX4qtsKmVtMSGXCtVc3yOQSLMfCH9qk8U3CwCCb0ThyRufyaxlWLtt0Wwqq1K6H6IYgVxa0diP2NkO2bkWMzXUpTIwRDAMyefcvfL+QwbOQrAKHiKMbSJmSSIGjB9hOgG1rmKaOlBFJBM1dGPZUvs6tKzZu1uDg6TLrN5pEvs2glyqdRJSMdFjeiCAskWlKEkEcS/yhSn6uzRSwXZvKZJnmVosoDDFM8AcJg15IbaaCEBr+IKA6OeADf2OZg8d3yZdCsgUTK9PAMjdJpUZzJ48/CDFtNYpq7cVk3W9SKM4TRgcZm32DnTWB0DRsR3VUhSY4dMpl0JsmCtZADilWBIYVY9sevqexvebQ2pXUNzNcPe9QqIRKJKoJ+l2DnTWbTrtMFGYZ9vt0G302r+9w4K45dENnb2OP0AsxDZ3iWI44CBn2VRcjjRWsT6bK0p4mimlomJLZQz4n7x3wlX/33uJCfW4E69e2MCyTKy9fZ3d1j069i65raLrGO89e5tUvvcmHf/oJTj16/C98PfxV1/sFxn8F6+TDx6hOV7j04lWW3llFaILF0/OcfOgo4/NjSHmE3PQppp0XaK5fY2ctZPlWmdpMkcUzIciQCy8Nuf5GA03vcf9HNXrtEokcZ/Wqz9xhk4NnQvLFJrUZjQsvZ7j6RkyxJvjb//OnsRyLiy9c4eb5i2zd2CaOBLGhLKIqEyPm6NkB2ULKK09VcHIOj32iS5rGOBkD2wZEFmQbNXdU4VOgxhBxpCybu5s2lq1gQmpz1bAcjca2xdaaSRxpjM+qACbdUIAsbyh48ctFNMF+N6AyGWNZSnC1ctUh8IXKY4hhcj6i29Q5csZjYi5SsCAhCHyNTDYlV0i46wHVRt/bMolCtbklCQw6Ov5QxzChuWeQzSmHQ2NXnXD3tpS49Mg5lekS+hrZAhw47nHfBzvki+p3Gw4UejyTTVVXYiQGy5cSBBFTB3x832H+aMzUQkCpGtPv6mRzEPpKmHvlzQzVyQik0kJcfMVlb8uiWJEUqxGGoZw/COXUOHxmwLBncO8TXeYPB/Q7OoYpGXQVYdOyU0wTnEyicitGgWvTixHNXZNhTycMdISQfPrv1Fm8y2dr1WRqIdrHst+eaw2HGs26Qb4csXqtyOp1mzDM4LoRC8fbzB++HdSmbl+aluxrgJBqfu57Gus3HfyhyoPRDYmuq2tia8Vmey1PoaKzvSzJ5FMKpSH9rkFj28DJSIZ9E01LqYzHCM3n4qsZdE1DaFnKE4JCRSeOLO56SFFAN5chCnVMM+T4vR1210wa2yZeX+fAsQDDkvgDwcp1l4m5mIVjPt2mhTcscOv6Q0wupMjwEqEPV97IcutSmWHP4q4HA0rlNTQtwslUMZ0Cw8GQXFHi9SVRmFKbcSlWR0hZKfEHIStXuhzO+Lh/weJCygQZL0PwMmhVTLeA72UxjV1sJwGpLJOWA2maozo5JPRC3Izgxjs2w75FGOhkciYXXw4IhpLatKScTjHseviDgOZ2C2TMwgmLbMFgbztm2Enw+jaanpIrm1QnVTCXm3MYn68RDuu09iz8oTos3ffRsxiWQXNzl3MPvcDk3JBmfQI3u4XlmGiRgev20VIdt6ChGS667tNrFxgONbIZjQ/+hMXNa2cJu3UOnrzK0mWHwIPJBcHCyTy16TymFbO343HrShWZ9LFdi/XmAd7+ZpezjzQ4fMrn1qUcjR2bUi1i0IH1WzaDrkmSGPhDHSk7aizkWkwcGGf+xAxCCGqzZVo7HXZW96hMlXCyJu29CMMQYEhEqJKo01ggdEm5FmFYkm5T59/9swka29+SmHpbayQlW0vbbC/tMH98lhMPHcUw9dH7qwipX/7Np6lMlv7adBnvFxj/layJhTEmFsZ48qe+/e+EMME6S27yLLlJmL/v2x/z2CI89pn3fu1Pf+0rdJpvU52b59a1O18fX4TiZMjuap35E7McPrfIYz/2IL//j/8fvNBN0U0HmShaXehFlMZiilVJt6WTSoNXvz7D2OwR4tDHtGPufvQKmuyhhG82d8RNIcO+SmHd27JIIhsvug2jUcLRfCnCcRPeeDbLxFxIsaLohRIVmORmU9ZvKJ3EoVNDnIwK5uq1deJI6SNWrqo01uUrGY6e8Vg8MaQ2reathgHeUIxIloJcUVlcpxYCJucDvL5OHKkQrUw+JZNLCAON6kRErqg6MKWa6rzMHwn4wZ9psrtu0a4bBL7qCLz4lRIyFdz/oS4TsxGWlap470QwHGiko9OxrknK4yGf+FstkhhCX4WHeX0db6B2X8NQv9PuhoVuQP6wz9R8SLESc/CkT6YgcdyEKFAn9m5HJ5NJqE7F5AoxiycChFBQp9lDPlfPZ3GyIUms3hM3IwkDQX3TQmhg2ZLjd3t0GjrvvJTl+L0DxucimtsGB44Ht3W4+8JaTUgcNyVXjAg8nfaechE42RDbTZmcVeAj21GkSV0XBEHKsBuSL8XvyWYJfEGppr4WRzqGqZEtCpYvZ/mTfzXB5IJFfSPhUz+7g9ACWrsmtgOHT/tomrrJD7oGhbIkm4fqtMGJR38AoeUIh8u8/vUOw/6QqfkhiydM/GHAoD1g7mDA8kWXXDFl0FOW3dJYhGkr8Nqtiy73f7BLplCg0z6OME9x8bUWF18Yki9l6bUGNLaazByq8faLgp1VlSRaHCtQnSyTyW9RrPbotzUCXxL6KoFTrQjLNYnqGpqmWvJ/3pIyheh1ZPACxDcgugSixN52ge1Vi7mD4OQSAk9HpoI0iUiiAZoGS9cq1LeL1KYzVKZqXHqlR7se0dz1cbMCIRLsjImTcYAENzvgzEPb3PcDK7g5Qa9tcfV8ngsvZzl0KiGODbrNkELVBplimj5mMYPnL5Arb3P8gcPky8oae+ohg2PnBIP+IrmqQbfVY2J2iK4pwaYUYJkDrEKEYUJlQqNU3SVJTKJoj9Uln0sXK0wv5HniRzy2Vk2EsBmfzWPZIdl8mxvvzLCx/gQ7K23mj89Q32iwtfo2xWrK/JEtxmYGCCz6bYOVHRtvoMLwkjSLxCUKIpI4IYpUQNvt8bSTcVg8s0Bjq0V3r8/csQlMawN/kKKbEtMSmCgRdiYv6bRsIv/PfRuVzidKEF5EEiWMzVX3iwtQepfJxXGWLqxy4ZtX/toKjD8fC/b+en99l5XECUvvrHzXKGDbtYijhO2l3f2vrV29pVT8gQLSyFQ5S7K5ZN864WZC+p1UhaPlHEJfYZuV7uJbldMp/lCJ5ixbKdnfvdxMQrmmor8HHZ1CeWRH47b3S5X+SaI2+DDQsJ0UmarZ/Y0LSpOg6xDFSnPx5jdzPPunJbZXVXdCohgLx+8Z0mkY+zCc2xudpisuRK6YsHDcR2iCMFRUSU2709bvj3QCUwshZx/uqzEAkMml5Isxy1dtBAoGlMmnGMbtEDHVjTFMie1K7NH4J000Al9TNNBCQmU8IZtXAJ9MLubJH2sxfSBUybeRYOpAwMMf73HgqEe/oxP4goVjHo9+osO5xwYq0C07somaqmX70Ee6VMYitlcs9rYMvKFy1WyvWUgJ41MRxWqCN9BYvuKg6SrcTCYCJyOZnL8t9rvj8U9T5SqSEgrliDMPtZg+EKAbNtlCxKCrU9802ds0uPqmweayBmmqArEk+3Zgb6AxMRfiZGICT2lzDCtib8th6eoMhgmDTkipFlIo90kS9frVt0yauyb5UoSbSUhSMK2IA8eGkEJ954C68oLLjE+tUCx3sFxl/wn9CDcf4Q80rr2dob1nkiYKw2676n2pjEe093RWb+QZDqdZWTqJhFFYVjoC4cl9PHboh8hUYloGft9HIrGzBdp1C8dNR0TUEMdpUK7sYpo9hj2D6kwF3dLpNfvf9TMspUT6X0YOfxfiFRAlEA5x3EZLL1GbjoniKqQCw1AgL92QxFFKoz7GOy8UEUJj7nBItmAwteiSpoo3EgYqFO62YNy2N5g/0ufJH+uRr8R4fUGh7PPwR3b5qf/dHj/3D0s8/qMlWjtttm7t4vUaeEON7Y1p2k2L8bkqtmvvP/dcvo3QEpJEgd067SnCaBpEqgBlaYib6SlRpFsliTOEPmTyAaXKDmOTq0iZ4+ufm2djqUR1PKI20aRQ3MayPXY2F3n12WMsnDrI9KEJ1q5s0N7tgpZhe+MgL351Hn+ocfScjzfUCQMNNwuDnkUQqJlt6Ef7NFLdfO9Zfv74DDOHJ4mCiNZujGY4SKGKEDGa+Wm6RuBbpIm+X4h/xyUYxdmnKp1WiH0773seJgS5UpZbb69812viP/d6v4Px/vorre+OfPkO67th9MWdnzSyxr+XXSBtIECNRW77QyT70cWSO8fWfauqpFQLVfZC8C3P8jbh8Fu+/O5/3VlXbf1iNaa1q402d8mBYx6rN2xeearA4glv/+mcfbjPjXdcVq451KZC5aZIBM0dY19fUaqqJNP6hknpjDpZy5EVNU3UiKbbMMjkExaO+mwuW/Q7CuE9NhmSKybYGTkKbmPU9k+U7e9dLgolVFOOhWFPY2wmJo0lbi4lCCBfVk6KnVWTYd9kYi7EsiW9loZpjYLKBhoyFbiuxBsokmA2n+6/L1EoWDzh87HPNHj9GwXWb9n7CPLaVEgaWzjZhJ01k40li2Co42QTpX9xUibm1Gz9djqs4M5rEQWK3rm9alGdjDh0yufia4KVay6vfK3KQx/pYDuSTkOjviHZLJosnkhIY0iEKtr2tkyuvplhYi4cJVdKLryU560Xa/Q7Npmcxdh0l0MnmyooS0KxGtPeM7nxjsPEnMbYdIibUdj6blsnSXwY/DJew0Q3EyZmPAplg3LNZGuthpAebjbilafybC1bIARORidbTBn2IkwrJfB1hgObq+fL6PYkcXgRkMjYABmOQErf4ePyrotVoIPIMzYX4jhd2nvguBFRZFCoSM493mB8DpZv5pBpzHddyRoE3wBRAL2mvpZOE/av4w11KmN9vGGOMM4T+rrSIPgmq7dm2N1w2VnvU53w2F230O2ATE6lEHt9BUGrRym6OcTNehh0Of14wPRBjUEnz+yRAjIV2JkQN2OgmTqTRx+gPJPhzadv0NgKQBSoTNZ48rOn2Vre5Y2vvEVpvIimCQwzwLI9MtkO7XpCppBn+vjDDDu3aNbfxHF9svmQlDn6jYRBp4s/UNefEDYzC1cZnzvF61+V/M4v1pics6lOBCzctYCbP8zupoukx7H7DnP2iZN88V98jTeeeguv6yFwadenWLs1w4n7TKJkl157ONJLmORKKUkUq6RXIXDzDkkUvcfJJzTB9JFJBp0hlmORxHmiUJ02ZJoS+NGo+ySQaTA6rOgIETF7MFApwh2d3XWLdJREp36+IsF+q2PwzmUkRhyNv571foHx/vpLLUUCneXtZy5RmSp/29+Hfohu6IzP1/a/Nn10gbVr5zEtZZO0XFWxD/s65VoIUuJ5FtmiRrGqhFya4aIZGdBMSOvc4QMohoHtKg1GGEjAvA3WwMkEmE5KFCnBaqaQ0mvr5MvJtz1XbSSiMi0FskllSrdl4GYSZCpGuHFJv22SL8WUKgnbqzatXQt3MUQmUBqL+dTP7vHc50ssX3Oob2oKGlWIueuBAYdOeUrsqEtadUOBwaQgDAx0PSZbVNHxgSdIEo3xmZjKWMLmks3dj/eYOxyydMVh2NeoTcVkC+rxhqU2ZSEgjVSRsruuEOm381TadR03lxJ11GhB1yW6nnLsbo/1mw5uViGwvYFOJpcysxiwctUBDcJACR4PnfLQjZQ4Vo6KJFJJkFMLER//bJNeW1cukaHGv/p/TdDYtkhTpcWQqUZ5POTAMZ8oUHyQfPlOxoNghAFIxX6xVR6L0XQ5GlGk9FoD3ngmw9RChGlJStVklK6p3qvlKw533Z8QR6qzE4WCP/mNGsVazPhMQhToDPoFpDSIwpStlYDHfijigz9ZYGspJfKG9JpKs6P4IA7bqxa1qYjx2ZhyLWH20IAk0WnXJcWxHBCCTKlODMmXdnjrhQzP/mmFF76U2xehhr7B+s0izd08QkRIaTG9mKHbgkF3j8kFddrNZnsIItLIAKGj6Rq6of4UmiAKIoq1PAJB4AUcPBlSqTXZWRfc/+GERz/po2sR+XKEmxUk8RrHzm2RdwrI+IcQxqFvu+5ldAFkH0Z8CPXBXiAKV7Cdweg5RGhCYDmSNM3Sbk2RyTZJggb+IEMchURBRGdzhc0lV0HlDIXyCL2UraVdjp4NefjjIQ9/rI/XN7Bci9JYYXSYkCCbqIDU69z78f8DZz/8o7S220gJ5ckSlm2ys1Jn/coGa1eXeeDJBjMHrpEv7GGZTfJFg0x+lp2lFdZv9PB7WY6f67Lb1Vi+2mN8BpyMwMlE+EPJ+q0itakGlnmTMEgJg5BbFwxWr7vcvJziZlfQDZ1cOcuf/uqXyJdzHH/oCLlylmf/4EUyBYfIj/H6EeefEyRxAd1ISZMIpGTYHaIbOtlShjhMKFRyiHcpkAfdIRefv8LG9S2kBL0zJPAiTMvAtA2GPQ8pJVGgIF+6oRFHkkOnBjz4oTaNLZ3NFUeNIB012uu2DHRLJ18pYJg6tmt9x/t2vz3grr9Gquf7Bcb76y+9Tj9+gquv3GBvo0l1urxfNSdxwsaNbRZOzrJ4en7/8fd/4pNcefESw17EoGeim8rW1WnqlGuK+9Dr2Nz1kIFuJHg9n2P32OjWIhCr3Y4hkBlRk2Ky+R6by/pok7JHjhOlrFfVusHEnM7RMz5vPpfFdgMs+/YcA3otnUw2JTNKIJUyxYoV7cqwJJ2mMRorpOQrCYOeycp1U4nsBvp+e18ImFyI+Im/W2f9lkVrx2Bn3eTPfrdCGOjceCePbiTc92SPYkUi0RRxUjOJIgPH9SiPxazftClU1Oatm5JMPlEk1R0d05J0mia3LruYVkq2kJIrqhO2aSvffKkaI4QKRLNsOQrMUs9ve9XCyShL6qCjoZuSsWmV5CklZAtKM2G7KZYzxM2ptr5KWzXotkwq4yFuTnVPhm2d3Q0lZjUspWf55heL7Kw5CvOtSeyMxHIjbEcVcktXHB7o6TiZ915L6SjGXWgaYah+1+pkzMSsxM3ZHNlMuHVR5/BpjU7DxvcicsWQfkenUE7pNHU6DYvxuZgk1uh1siA0hr0MrbqGEArmpFgVoMBQAjeb5+DJhCjoUajA3raJpmls3oqwHMH4LNiuwM1EJIlJ4NuEvqJnGtYYod9ieSlPtpjy2jNTvPAlnXiUJ3G73S00nUFXFVt2RucDP5oyvZjhS79j0u/a5EoGlaks+VKd9m4dqZUojhXw+j75ahZNF0SBGhkOex7FqsfEXI/2rk6aCI6cheoEuBkfTUsIA4PQNylWTURyHTn415D9bxHG/Le86HuA9d5WnlZgMDiC37lILeNh20Nkqilr8940kdeiVN4jDPJ4Ax2/b4AQFMs+mohZvppDy1v4noZlm5QnSjz6g5c5cV+KrkcksU1pPHvnPykUYAoAOYS0i2mVGJ8fe89TnVgY48f/959k5Y1fplh8h+a2gUaWQinELZaRyQ7RYAfkDJMHspi2oL6l4fUT9rYEh06nJJHJ6jWb+qaBYXQhaTN9+AjNrTb91gA7YxNHMVu32hRqBaYPT4KE3dUGq1c2mD8xw/hCjRtvLmHZKgpepipILhpZcI8/eEQlmOYdMsUMS2+vsn5tk9psRUUoDH1e/sLr7G000TSN6nQF0zbYXasTeAFj81Uk4Pd9DMtQcfZRjCN7jE35rFy3WL7sYruSTC6hNhVRqsbcuOASBAb5ao6xmSr19SZuzt0nON/GhmcKLne97yJ5f32nlaYp69e2aO920A2duWPT31UD8d1W6IesXFpn2PNwcw4LJ2exXZsojFi9vEG/PcDJ2MyfnMVxhxAvoYASY6DP71fiSZJgmDr5ao4XP/8qGddn6qDOzCGd5m6WsdlZjtyzwLN/+BJed4hEnUrv/+hRXv3qBVaupPRbYpQNIbj2VoaxGcmJez3uur+PaQoOn1Ynj92tWXKFGF1Msnp5nX4nxHJg4ahPrpBSKAtadRfLGo5OtRJNV6FiSaKhJSm16ZDyuMnSZRvTSlUyZ6BhWJIHP9JmfCbimT8tU9+wQKoQrCgQWE7KzMGQyoTauDaXLAxLpUDWt0ymFgKcjBoppImqe2qTEZou+eoflShUJGkqKVQCStWEJIbKXEQaK0qmJkJ0W6Wjzh7ycbIJ7bpB6EsMQ83sdV2ysWkz7KkNXdMU0CpbSPZfB5mCm5MUKqkK7zJVdkKaCAxT4mYTapMhvq8TBYJGXeHKHTcdRbSrDoLQUuIIOi2dTkMbMSJu619g0NURIsHJiNFNLqVQiTFt2Lilio3bjpAkVd2OOBTsrOt0mhnOPNijWIlIY/bvPnfgQuAPVMdICFUgNXd1KhMBXj+gNDYgTaHfK3DtLZ35I12V5pkqDgeAQMMwXLoNh5nFmH7XpL2nxK0ISRxrOG7C/GGf1m4MyRZIA9OaYmwuwc32aO6GTMwnOK5Gp2WBSMkVdDULR8MwY4Jhj0yhjEwMLFfS7wpyhSH5soNMVLcsiSFJUix83KwK4DrzRImP/ZTEyByiWd/jjadb7G0G2BkdN++wtxGSyiGZUo1hd0iv0cOwDfKVLK2dDqZlUJtM2LiV4GYNPvQ3hkzP9/H6Pv5AkkQm5fEQN++QyYWqO5FuIoPnEMbfeu/NQGRRPJnbK4G0Sb5ssHShAtoAP5hkY+U403PXyOW2KU7usLuh47iSfFnS7Tg4rkYUhhTKIZVxye6Wg2lJTFsJTONA4PX6JBVJsZYhW8x+y13pdsveQmKxt95gZ3lX6Xjma4zP15RIcT5kohIx6J2l19KJ/BaGs4auDei1A8pjMW5ul26nysZyhUE3xs7YdJsJa9ddnHyFXndImgyIw4hhH/qtIW7OYf74LGNzFVavbBCHCbliRrlYvIgoiLFdi4vPX8Ub+Fi2iZSSOFIdBtPSsVyTNEkpjxcpTRQgbYHsUJuC+rpBt9HnwvNXaNc71Nca2BmbymSJQjWPEALDNli7vMH6tS1s18JyLZyMTRwnEEoOnY7YuOXQ7wjGpqN96/ywpzgzC8d8rrxhMj5X5b/9x5/lq7/9DCuX1jBtC03X8Ac++UqOD332ceaOzfwn7Rl/lfU9LzB+5Vd+hX/6T/8p29vbnD17ll/+5V/mgQce+K6P/6Vf+iV+9Vd/ldXVVWq1Gj/xEz/BP/kn/wTHcf4an/Vf/9pZqfPU7zzL6uV1Ij8CBPlqjnMfPMVjP/YApvXnq8UBLr14lef+6CV21xoq6VDXGJ+rsnDXHOvXtthe3iWNUwwz4b4f2ObcYz61qZEjQzhgHAH3U2yvCP7sX32Nr/zmN+jUO8g0RWgp2yuSzRshH/upAXFyhd/8n9+gtasTDCMQKoq7NiU4cV/M6QcHrFw12du2cDIOk4dmyFeOMz7Tws7vks2sIGSTJNjGNq5y/TWDZ/80z+56BU1T3IXKWMS9T/Z44CMDjt89pL5ls7upEXqC5q6Jk4m5+qbGy0+V2FqxiCMYnwmpTUXYjqRYjZmaD8kUE3pNg8UTQ6YWAnXzipTo8/jdQzI51XKPY+VFv/R6luaOzW/8P6c4eGLI8bsHHDrlky0mJLE6jRUqMX/vH28SBEKd3g1FgpKpIAwE/a6GHUraDShVBZk86JZkaj5i9mCoIrsdKI+ZLF91eeVrBTaXLOXVF2C5CRMzIYsnAxUSZhjUppXDw82pjoAQkMknZAsJuiHJFlQbV2gqebS1p7N2wyGTS5mcDxn2wTCUlz8JdYQmGfZ12o0s2ULM+ExEHKt4961Vdeto7hq42YQk0SjXYn74v2nw0Ee6PP+lIhdeUvwIBrqyIRZTuh2LZ/6kTLFaZ/pAvK/BAAh86DQ0TFuQK0qSWKM0lpAmEXubkEYRw56gsa3zxjcKzB3ROXxqSG0qUiOaQczE3ADwQdpkcjqLJwL2tnTaeyZSJhQqEbVpXeGZiUF6oBVBO4JhlcjVNmnu3WRzyWfQK2E6JqceaCC0EEiUTiKN1Rw73sF2YOGoxqBncvcHhshUINOE8qRGY9umvZdgOwGlWsJdD7g88skGlhWBeZgPf2aCw2dzXH2jx623+zS2UkxXo9+OqK/toWkCt+AycWCMI+cO4mRt0jTG1l9i/ojOXffucPVNh1e+anPqoYDGjolMBYUtweJJH5GGEL0J+gzEl5BpG6GV9u8HwjyBDJ9TnQPZVy6StEsumzI1HxL0fS68fohhuEBjd4pq5cscvWuLzWWXbMFm4ajBpVcNAi/FdoSyqRYCwqWQ2kyNQ2cP0G/12dmc5tg5j2wpSyYn3it2kiEq1E0yGC7w9L95i2uv3mDQ9QBw8w5H7jnIh/7W4+QzV0njHjurLrurewReiGE4OJkA19EYn3PwvSxvv/oEjbUXuP/JdbqtHEmSUN/SmM5kGJtzKZRj+i2Dve0qM0cmqc1UKI0V8QcBXs+nWM3heyGXXrpGvzUgCtRYdtj1CP2Qx37sAfxhSHu3rQ4P1fx+AXL55YssnojQ9QHdRkiahDz2CUmnVeXqWxHbS3U0Q2NqcRw7Y7/LWWJTniqyfauOYeokcULohcRRQr4UUyhHbK/Z+EOBm/XJl9TBANTnsVSNKdU0TMvk4OkFPvM//RhXX73JrbeWiaOE6cOTnHjwCJMHxv9S+89fdn1PC4zf//3f5x/8g3/Ar/3ar/Hggw/yS7/0S3zsYx/j6tWrjI9/+wvxe7/3e/zCL/wCv/Ebv8EjjzzCtWvX+Nmf/VmEEPziL/7i9+A3+OtZrZ02f/zLX2RraZfJA+Nk8i5pktLa7fDsH7xIEsZ86G9/4LsKewCuvnqDz/+Lr5KECdMHJzBtkyiMWXp7hRf+w2tMLIxx9N6DWI7J4pGXGRu/zOoVhzg5weTChEIXR28x6O7yZ79e5c9+4zV6zd5+Sz1JlJhyc8nmD39V5+DJCI0eaWxh2YJUpsSRRqeZcOEli8NnLD79P/gsnBgHc0HpK0wHaf993vnqPyIJu9iFGE13uH7R5Iu/ZZJEMH3Ax3Yl/lBZLb/ybysgNR75+JDphSGGabO9orN43Of1Z7I89/kSaSJwsyq06tFP9hibCmnvGQS+YDBQJ4D5IwGlmop6jkKNY2c9Xn26QGPHRNNUuFh3S6O+aVGqxNQmJPUtixe+XCBXipk/HtLYHjk3UkF90+T43UMqEwlxDEJCFCs3g+2m5AuSQU+nUFKjhThUQspMTu4HHFXHI776+xWWLzsUqzH9jo43kEgpCH2VEguCylhMppDj2LktBOl+noGbTciVUnT9jnjSzalcA91Qj+vUY/o9nSSByriKte91DLyBIJuTSCSWJRl0DLZTycIRFcbWqgsuvpqlOh4hU9hYsvCHCiZWnYz5+E812dsy2V6xAMldDwyZWQzpNHXeeTlLfcvk7/6jdarjqbLUhpArSmwnot1QCHI3m6LpknYzQ7aQod81QIRsLmlMHwgwDLh1Kc/lNzS2VzQ+9XN14khimCkzB2PeeFZgmhGzB2NmD1koUXCElIKdFZMDJ3QlbpQDSG+AdhwjcxrDEZx/fovy5AyLJzx0vYU/NMkXPUIpiELUiEdY6GaMkwmw3YR+b4qf/of30txqM2ivMTW7RpoKtjfmKY7NMX9sFp3zEG9BdAHdPMuh0zmcjM6N830GnZQ0kYzNOFjZWby+T+iFJGGK5Vj8xD/4YfKVLLJ7FcKbvPRnJl//oxyHT3lkc5I4SogjQa+tc/W8wcn7bfLlPsQ3QZ8D+S1eR+MIGGcheBqSOuogkUdoMQdOJKxcK9DY6rG3cwG0CuHhLJVqkcDPoxsaiyd10CS33pF0mqrIsmyJmzWZPTLF3DGl7Rh2yvSHEXYmUCybpAMiByKEtAdajiie5Iu/bXLp5bcYm60yNqe0W/3WgLeevsCw6/E3/kdBfXWPtSs6TtahNFYEoLktWNqSdFoaxbEc/X6FpcvjHDjaYmKuS33LJhgapDIhl/PIZhNe/0aVwvgRFk7M7b8c/sAnCiLsjE1vp0McROQrebIFNc8Lhj7BMGDpwhr3fOg0s0feGyAWeV0i/waVcYk3dBmbSZiY07jrAXCzDa5fmuBXf6FJmqQM+z6GbaDruhqlIcjkMkr7UcrSbw+JwgjbtSjUTCx7OEpaVQ6sJBWEA3W/101F+SyP9ensNQEoVPLc/7Fz3P+xc//pG85/xvU9LTB+8Rd/kZ//+Z/n537u5wD4tV/7Nb7whS/wG7/xG/zCL/zCtz3+hRde4NFHH+Wzn/0sAAcOHOAzn/kML7/88l/r8/7rXm8/e4mtW7scuOtO5Lqma1SnyuiGzvmnL3D2yVOMzVa/4/cnScJLX3iD0IuYP36nPWaYOlEYE/ohYRBiWAa5QpOp2TXCYAxvkLJ+bZux2TF0IwfiMIPGy8RD9QEwLOVMSNNRIJmlsh86TZ2rb2mcedhj2NdGNlMLKSPcXEgcWeysw6tP55g/totgDvR5iN9hb8NA523cnI5u6AR+hjefkfTaBkfODDFNRbgzTZiYi+js6bzwpQJnHvFwsylpEmM5gtCHN57JM+jqVMZjTFuyeMJjdjFga82ksaXsp+OzIVGo0W7C/JGAfltn/YbBwgmfymTM818sUN+0lLLDU8LNc4/3GJuW/Po/GmdiNuLeJ/rsbZqkqaAyrlrO/kDj5kWXYq2vIF6Bwljruhoz5IopcQzFWgqpGuW4uRSEslgGnvKlTf//2fvvIMuy+74T/Jzr7/MuvanMqizvu7q6utoA7eDZBECAJEgJpChxtJoN7lDkbuwuJVJchULiP1qFdnaHI0qzlEakJDqAIAg0bHu0t1XV5V16//L5964/+8d5ldWN7iagGQUALvGLyKrIzJfX33N+5/f7mimfucsWmVzM2E6fmxdUpU5zJVGo2gkXXk3jBy4Doy7ju2LcVEKmkJBKqxVOkoDfFYpOiaoYbK0pCeyp/T4bSybtpoabEjS2dCXbjZLaBkV/c9MJ3ZZJFAZEocbWumoB6CasLthEocKtxJFgbcHCdGJSaXU+xUrM0HiI7yl2yNBkwOqczXe+WuQjn6uiaYptI9EoDaiERbPA90zCwCCTtzh0d4fLb2a4etamNBCSK8d0mga6DtUVg6HxgEwhptsWZAsRu480GRx3WLzhMrErUi0zESOlzspchuJgl/0nPMACLasmungOtDLjuwJ2HrS4+HpIrpQiDFSSGceybxAocNIanZaOpoWkcwIwaFQ1MLbYe+cMQcdAhlUEGuWJ3Zipvu5APA7xKiSrkIwhtSGe/sI6N8536LZDlWSlcwhNJ5NP00EQhxGz5+c5//xlTj96J1LatGsdXn6ygJuJSOUUxVfv423ypYjaps3KvEu2VIJkGeQWkvQ7igdCmEj3pyF4FVgAYQMNkBaaMcn0kWn+ztQ1mluzYBbpNgYI2jcxVjWiIEE3YecBGJ2SrNzwyZV8otjimb/MvqN1u77osbX34+ipDgTPQbIAsgHSAK0E1klmL9zBlTfeYmz3CE7qNh01W8pgp2yuvznLxZddbNEilRt+B2XVdm1My0SIDhvLOprQsdLDfPNPOzz4qTVKA3XKQ4JiWcf30ly/uI/Xv+MxfUhdDa/rU12usT6/QbveobnVIokSCoODGG+jlxqWgWboNDdbbK3W3zXeGsYWEwcSPv+P7uDGuXnmL9UpDpYIQzDCJpM7b1Io66wtRqzPb9DaUhYKmUKaTEHdG00TZPLpPrMkwusG9No+gQ+GFaPpgsATWI7YprjLROJ7GqYVY2jr/CjFDy3BCIKA1157jd/4jd/Y/pmmaTzyyCO88MIL7/k399xzD3/4h3/Iyy+/zF133cWNGzd47LHH+PznP/+++/F9H9/3t79vNpv/7U7iBxBxHHPh+StkCun3tFzPV7LcfKvGzXPz75tgrM1usHJ99V2/9zo+jY0mhYEcnXqXdq3D5M41DDOk3SqSyklaW22a1RbFoQJSCqorPqMTNZK4QDqnNAuUpoRyLJU+gKDbApAUB0KlPCcEbkrR1zxPTbRzlwW1jYTSSBXMCsiEoP0sphnguCFRaNHYkixeVUmCpjzblaOrLjF1SWFAsnTd4uYFk73HIzQ9pjgoufx6inZTp9XQWVu0sN2Egyfb1DZ1qisWQiiPEE3rszCkwLIUfsPJKJXMbMHj537VZ/GGzda6gWVJahsmmi4olkOKlZDJvT3cjGR1Xslwa5oqWaZyCb2WRhSIbQBmkijgqO8pqe9CJUITgs11gzjWMAxl7Z7ECpuyuWwyMqVAld22RiYfky/H+P1Ep9PS8Xo6zZpBvuRz5vkUgZdQHorJFmOSAdUy0XWlVin6ct1xDHNXXOJYsmO3z+aaSW1dpzISU9/QFWuh7warALEaYZBgGPDSt3IgBKlMwvjOgNqmQRxBFAiq6watuoEAOi3lAZErxlRGAwxD0m1r6LpKtEwn4dyLaR7+TA3dkGQKCd/5aobR6YBUOkFKwfrKIIVKGs30yJVidh+FC68o+/iNJYNuS0eiMTAScOpDTQxDo7llks6GpHM6H//bHl/9wzRzVw1MM0JoOr7nUhrW+PDPCgbGHJBhv0WggaxBdBnNPsWH/47E91/m+llBNpdm9+EGq/MWpUGfVBY2lnUCL0LTNa6dzbCx7DC5v4WIrxF2IyxjC/R+21ZvAP0EQx8AfRCiWdZmF3n8iwHf/qM1uq0Qr5sQeoKcDHFzMQKFy2hW28hE8tZzl7j7J04AHnPXsjSqBhMzCY2qoN1QiqXNmq7etbTB1qogCCIsQ4DUEeLdlFVBG6llwTqNwkJIEFmVhYbncZ0q7nAPTIeoLKmvdvG7CbMX3X5rVMNJaYzPJBQHejz71QpuNkVxKE8SJ6zNb+JmHA7dexqRmYT4I8h4TmFftAJCHwdjJ9fOPa3evbclF7fCckw0XeO5r3a4636TfNnH697+nJtxSOeUoutbL7nkRiRD45K35n2+9G8dKiNFDtylUR4dZn1tN3MXI/bcaeN1fOYvLrFyc41eq4dE0Ov4BN0AO2URxwrLtB0STNtA6ILqytY7xtM49ui1tth9vEQSJ2wuVXFS1jaYtdfN4LrLjM+kWJnVQBckSUIUxGyt1PA6PrqhYVgGURRhWAalkQJBL8DrePR6MZbdwHYVM85ybhk+0re519F0wdj0xnvOAT+s+KElGJubm8RxzNDQ0Dt+PjQ0xKVLl97zb37+53+ezc1N7rvvPgWyiSL+wT/4B/yjf/SP3nc/v/M7v8M//af/9L/psf8gIw5jfC94X0U+IQSaEARe8L7bCDyFcv7ubURhTBInOK5N4CnVOcMIt812dF0o98m+OZESctGwXVXzf4dtu8LQ3dKsBQRRwDb4DmTf7fS27EUUKrXJ20AzE42WYmVoUolFdVUisM38uLWz/r/K7ErRM2+FoSt3VMUhV6v82rqJEMp/4m2b2FaQFFqyvW1NUwlMEgnMlGR6v0dp0EDXlaV0r63opqad4KTktg7HLX65EKD3RbTebhkO9DUZVE6mnE0lYaDTbijlTK+rGCC5YoTX0zBNiWlJWjUdy5GEoUYUqonV6+oEvsAwI3QzIZtPGBgNsV0D3VSupobR91LRlGeHRO1bYUVUqyWbj0lipUCazitBsShQEtiOqyb7OBIkiWRz1cKwJNmCStr9nsKUnHkhQ6tmbEuStGo6cSxwXCXJLvvP6i1An2FI/K7Ck2iaxLYTDFvjypsZ9VxJjfxAxOiJNZyUuo6jOzQGR3McurtNp6ls1sd2auw6HOG6CXGkszzrMjRpoAMTMz4//w+rXHnTZu6yTpLYjM3o7DuhUxrQFMjR3AfxWr9NYoLzEUTqMxTTET/9f3a59trrzJ4v0KpXGd3RYW3B4cZFV2mS2An1LZ2FqzYbyyYL10I+/Lk1gnYTafTUNTcddBZBcxRQWqTAPMT6fIM//70WC9dDhPBxXEkYaHg9jWC5SjnpkMoPo2nKt0PoGl7bI0kChDAJgglgq9/qipm77LLnWIdCWdJtGySJQGg+JFuqSqBXbmX/7wzZNw7UhvsVDEBGEL2qEi5RAq0O2giGO4CVbjKyY47Ij9hYsZGJSSobUKp4XD1b4OpbZQoDFotXV0BCcTjPg5+7j+nDO/ov5zjCGH/XYfRaHqb1/tORaRlsriRcPjvF3Y+sYOY38boZEqmRynRJpxNee6rIm9/ROfHQNQztGgMjCTcvGmyuWlw9Z3D9fAM7dZkDpx/kQ7/4ER7/T8/y1d/7Fl7Hx8k4SjtnIEdjs0kcRlSXVhiaTCN0A6+jY1gGA2Nlmlsteu3b1zL0QxavLjE0qbPvzjxxnJBECfrblDSTWNBpdMnmc9gpA78XkEQJtmMRCdhaqaEbOsM7B+k2exhmQrPaptNQGJCtNZ2BYcH+OzqsztuEgSCTUy3EatWg2zLYe7zD0PgPTuPi+4kfOsjzvyaeeuop/sW/+Bf87u/+LqdOneLatWv86q/+Kv/sn/0zfuu3fus9/+Y3fuM3+PVf//Xt75vNJhMTE+/52R/FMG2TfCXL6s0NCoP5d/0+jpUB1i0J3feKTDGNm3HoNLrvKF3arolh6aofaCl+uu+ltpOEMIjRDR3LUZxq3dRJ5xIatRQgiGOJYfSlgeQ7J1NNk1iOJFi7JUEniEKB7fYnOan62Jl8DMLtz/Q+CcMkSZU40tG1iExB2Zd3+qJXKhQOQSIIfZVk5Ep9fQupqgP5SrQNBr0FItxcNamMhtT6+xd9USYhlM/ILUfOKFR4CMdVFE2l1hn3pbvBSalVRLel06zq/cxK6S8gpGJiRKpsrWm3VL3Ylp8WQiUNikWiVvsL1xwMS24zMEzLojgY0m3pdNtqxRJ4GrV1gyg00A2l12CnwHbhrkda3PVgk0whRGgBppko11Ah+4yS/n0RKMnqVEKnpeFmlR/KxrKJ46oKTpyo8mvKSfqJHhiuxO8pZdBUJqFZ01VFRMLrz+RobukMjoe4acVumb9iM3vJxYuhOBD2r4NitZCodtPIlI/lKLn0etPg1ceLdFu3hMckqQyszht88Ccl9WrM8mxCImFgNODuD3lcfjNDYcDGTZsgTcKgf/20rJrQaZArZbjzYY07H5Qq25Wh6r8kIWgZ0IrqS/YgXkVYdyKEDcLGrfwdDj/yAIcfuIbsfoXm5hz/8V8mtBsGA6MeUShw0xHpnE8q43PtLZdXnnD56FCHxIpxMx4y7OD7ffwBDhhTYEzz8pMV1pYtdh70aVZD5cCroXQ4fEmz6uOmV4kYRmiCJIopjxbRNAuplckWq2hGmSCMsawutU2Ni2/kGZvqUqi0kURIDIQxDXpWXRPxHowzLdd//1q3E4xkU7EgRAGFWzHU74RGbuB+OjrkhyKipEfkd+m1TWav7EZPP8jf/Rf7VXvND8mVs8zcMU2u9L2ZbsXhAr4XvEOMSr3pMcQbeK2rVEYlV87E5AenGdtRJ5NrIITE91KsLe/l4llBZQzaW7PEkWRgvMjpn8hQGDDptRMMI2Fi1wbjh7OYmQKDkxWGpgbJFFIkcYLpWBQHc5x95kWWrmzRrodoooftguUaTB8cpzK5n1e/fobQD7hxbl61NXTB2MwYH/lcj0LZR4oilmPidfxtPYrQa0OSoNtFhqddlq+vkiQJ7XqHMIj61RGT8miJTmORjcUtNE2g6Tq6LtAMi+Jgwv0/UeetlzOszlu06krvxnJgzzHVql2a/8FIgH+/8UNLMCqVCrqus7a29o6fr62tMTz83hfpt37rt/j85z/PL//yLwNw+PBhOp0Of//v/33+8T/+x2jau1sItm1j2+8uu/11CSEERz5wgPmL38Lv+tjfVUJcn9+kNFxg5vjU+26jPFJk19Epzjx1/h2tFsuxKI+WuPLadXYcGCeVc9naHMHvpXDTDeobGoXBPNmSSl6E7FIYzLK5nscwt+i2AzL5PipcKtS/0BK0BPLlBK9rUF010QzVh1Arf7WiRQr23xGRyVuqZCy3QKRJDzzC1so83XaTfMkjlTHZfTTi1SdsBkb78tpCrai7HY3qisHIVMDUfqXa6aYTuh3F/njh6wHLsxaapib/i6+lOHBnl2whol3XMe1EJQyusl3vtlXrIfAE3bZGeSii1dCJI51sIWThqkO7qTGxU4FE7/lYjcpIxMBoyNBYQNA3Nuu2dFbmLIoVRd+UiUpigG2bd82AzUVDmUfFIERCOqskv8NQ9AWp4OpZV0mITwYs3bRpVNWqKEkUWDOOYw6d9Dh0lwIa+j21WjItSaZwu8p0K8m6VckYGvepbyqlwNqmjpuN6Lb7CWRVVXF0U27vy3YlnaZq8RTKES98M4ebSigPhzSqOqNTPlJq2wJgY9M+izccGps6K3M2EzMBqWxCt6XjdVR15PCpDlpfBbm5pXP6I1t0mhpvPlcglUlIZXUuvWbTaUTsPhJQHhKMTkXcuOAyMRPgphNatQQ7Ba5r0Ov47DxgYFppMPZDdBGl7NoDPQdJF+QqxLYSbtPKty9OvATGTjB2Kn+O6DIyfAPiRcAB6xCrix221lukMl0CLwGh9SdESYLAzcQsXnMxzBqpjFJqRST4fhd6NrYTgP8qzbULXH0jTWloCMuOGJgo0m720AwlFGbaqrLkdX0Cv0YqV8FOWRy6b7+afK2TTO69wvCUxdpCxPjMEIKY5pZHc6uAbuRYX85z10dGMVODEF8H64MI7bvpoSC0AtLsAz1FEYQOcV0lXEkANPstkybIFGgW6eIedhWzlGY+zebSOtfebNALa2hNwdbKFgdO72XnkR3vOR6/V8hogT2H53j1Kzeor8xSGBwGfURVe8ILtDYXMM2Eez9W4ok/a3HppTZbK4O4+aNomonnpWnXE2x3k8/+6hRjoxtEyU5yZQc3o79jX51axJknnubSmRYvf+0MUZQwOFGhNFJA0zRkNMu+Yz28pkG7AbmKxeSelKLApjdoNLPsOjbF/Z+5Wx17IqmMl9l1dAeGfAq8LyG0MkNTg1x74yZxlKAbgnS2wfxlh7XFIjLpsWPfBIWhFDfP3iSKErIFgWHpTB9MAWPUVhsYtklpOI/lapiOSbvZxuttMjbtky/HdFuqSpjNqwVVkmgMzTzyfV3zH1T80BIMy7I4ceIEjz/+OJ/61KcApfPw+OOP8yu/8ivv+TfdbvddD62u33aL+//XOHTfPm6cneP885dJ51JkSxniMGZrtY6dtnjgZ+99D2757RBCcO+n72J9foObb81THCrgpG38rk8cxVTGy2iaztZyHTfrcPGNnUzvfp2RSYPhmR0I2YGkDrJLdviDlCbyDE48y8qNVTr1BNNWq9wkUUCz8ZmA3Ud8LryaxfNMJaBEhGEKjJ6BWwnZfSTgrkdi0KcgroJIwP4whbGHWZ29Qbf9JVy3g+M0OP1hk80lmLviUChHpHPKg2Rz1aRQirj/43WQMZqmRJGSRE3UD3+mTm3T5NpZlyiSLN20Of+Ky8GTPdxMosrLicITGCacfTFFJi8pDUakMjFCk2TyMUEPbl50abc0pvb42K4qTaYyChfiuAm5YkQcC3ptre+BEpLKKcxJLMGyVWVE1xNsR8l5b67YvPF0hoOnukwfCGhtaWi6quo46YTZiw4XX0thGOrYF67ZqgIAqCqOxE0lHL23TnVVMLUvRCbKIj6VUZWB9yMWDYxFJIlga9WksWngpCVBINA7GvmyYnZoQrVWbEfSamiMTCkJ9KvnUrz6ZA7LTth1uEs6l/QpsMl2K8tyJblCRLOq027qXHvLYWLGp9dReIF9d3Q4/dG6wuT0BJ2mYPeRDkgoDcW8+XyFdM5iZMpj9rJgfEYyNBly+qM+3/rjLK89neHoPR6+l9BrRpAkTMzEDO3QQJSBnEog4quq5E+AkpVPgAYkDkQ3AKFW71oZnI8gw8vgfQPCs6oKIop9nEYbr7lBKh2TK/q0Gxp+D7wOeB2DVE4JonVbOoGXkMnfHo9sJ0AmVWSiQKK9tkvgpcnmVyEJGJ0epbllE8x6eJ2YOFQVtfq6wE57OFmXIx88yL5Tu9UGrTuwMpd44FMv8Je/HzF3IaQ46GIaHbotaNTzzBwpcuQeoZILYw/Cvv/9BxjrAQjfgvAlkBkFdpU1db2wVNIRvgXaKpiH1TXTII4rPPOFV1m6uoqTtjFMg9WbG7z1nUuc+vgJHvjcPdvj8/uFDF5D9r7I6Fidk48onEWndpnC4DyIHI2NNcLA5e6PDXLo/kHCuM63/8sK8xdXKY7o6M5BmtU6vbbH0QcOcuCUjRHpYLx7PKxvBHz599rMXuxiZRbwez6deo8LL15meGqQnccm0OMFciWTyX0ul19voeuCfMUkkSbLN+pE8Tynf+rnuOeTJ981F8nkNDK+CuF5hiaytKopmtUN0pWATsPguW+UWV9oEgURPa3D8rWbiuKbgl5bJ53toidnIU6TLjiMT9c58WCVyZkQr+tz8TXBzQsue451SecTGlUDKaFQjjAtWJrfx0//5s//ldf7Bx0/1BbJr//6r/OLv/iL3Hnnndx1113863/9r+l0Otuskl/4hV9gbGyM3/md3wHg0Ucf5V/9q3/F8ePHt1skv/Vbv8Wjjz76PR/kv85huzaP/vcfYXTXMGefuUCz2kI3NPac3MWJDx1h5tj099zG4ESFz/z6o7z6jTe59NJVmtUWlmNy/2fuZs+du7j51jwXnr9Ms9qi2xqjPL6D6eMNsrmqQnxrZYT1MSz7Hh79Bwmjuyb44v/4GDfevEng9TAMSb4cc+KBgI//gsbijVE21gtESUy32UOIkHxZMrZT456PR9z5oENhoF+i1kcR9mkwTyCExr77/j6zbwyzvvaX5HLXyRa6fOIXPL79p4JLr9nEsUauFHLwZJdj93aY3BNS37CwMwXyJZM47rE8G+OmfX7qv9vgO4/luHo2TX3D4IkvlGhUW5x8qKWcSW3leXHpjQwrsxYTuz2O3accGGsbNulszNaGSbthkSspnQvDlGyumMSxwDQll990mdjlUxqKMExJHEO2qBIJMBEiIYqSbWzL2qLBxddSnHkuw5nns6wuOhy5p8XELh/DVCDQmxcdzr+cJgw1Rqc8rp1L4XW/e0WoceCkz8BIxPKcxeqcQyoXkslFuGnVLkgiVfWRsv8/fYyIrmTMpVSsH7+rKZCrVFb3Tuo2KNT3YXRHgKbBt/44xzNfLtJuaYBOs5YlV1CCYLmiSvKiSO3j6L1tDFNS2zSobZj0OjoTMx4Pf7bGvR9tYFkK17F802JgtO96GgkO3tlmaCzkz39/B0mSIgp9/J5qT20sZ8lVMty4kKbTDNh5oEW+EjK6q8jg1FHsbAmSBtBQ+g8iDdEl1ERpAEX1v+wpJkckwH0UjEnwvgbhmb64nAkyB7qlKhvxBm7qCrqZob5pszqv0eto6LqJBDJ5pROSK6oWEUAc6+iauiZo0S1oEtm8h2UrUKftBNjmJvtOjJIrGSxc6dGohoRBQjqvs+/OFPf9zCe445HDWH3hKiFsSP8cu+6a5LOZx5k9ew2/WyMKY7bWLDLFkIk9IUligvMxhH0fQnu3nD+ATFrgf0NdMxlAfF4lXKDwF3pZtUdkrKjk4RWiyGBhtsS/+ce/S3V5i7GZEdL51LZoVLPa4oWvvMrQ1ACH/grVSBmvIntfAhkgjD184DNQGmnw5jN11uerkNxgaKLA0Q+Oc+S+ApomuOPBApm8wetPrrB8fRPZXqcwOMQHf/o0xx8+jKmdUfmkjFVi1I8kSfjC/7TE60/UsV0do9PCSTl4nQAn7bByY410LmF0ooPQcozvEdQ3Q4YmbNp11Zodmspz7P6IIx9+7+qM0LKQ+gWk/yxG+Cq7j0VsLOlcO2dy/tUyc5er+L0eSZQQR12Cnmr5eT2B102QmDRrFl6rygOf9Dl8agPLEfTaFlHgc/y+iMAzeOPZHN02294lliPpdYr82n/4f2LZP1p6UD/UBONnf/Zn2djY4J/8k3/C6uoqx44d4+tf//o28HN+fv4dN/I3f/M3EULwm7/5mywtLTEwMMCjjz7KP//n//yHdQo/sHBSNvd+6i5OfvQYza02hqmTr+T+Su2L747KaImP/tJD3P+Zu2msN+g0u7gZl/JYiV1Hp7j3kyfpNLrYKZtsMaNKxUkNiEArIoTqJ7oZuO/Tpzj50WNsrdU58+R54thjzx0Vdh2MQOrsfXCUu36qx9byOvX1hFjmGJ4uURoEN5NCokF4nfr6Ar1eASeToTi4BkJJgU8dPQ3xAVq1LWLpErS2aLZfYPpEll6zRr7skR002Niokh+8zuaKweCEQ35oglDkMNMryPA6u3ZG7D6RoVnt0m5YIKHbCgk8neXZNO1mlky+zeFTPYZ22Mg4xeL1NGuLPnuOZ4mFy7f+rEMSW5QGPQ7e2cRyBEMTIERE4AviyKQ4GKKbDnZKx7QMJUlNDKTQdQfdMOj1TJp1hThvt7NsrEAqq1HbzPHUl1Jk8h62I9na0Oi2dVLZmLV5mx27fUxHtT0QGnF0q62iESegmwmhD7OXLUanIJ1LgGQbYwLq87c84vR+ohEGgoGRkEI5pNfVcdN9QKZUDqBRKJRBV0/H62nMXnb45p8WiQINKQVJBKFv0G1JdNNhfJfP4FiIpim6chgIssWIez9RY8/RHr4Plh2xdCPN3FWbTE6y53iJ4uAmflen3bDRDZM4Dhkc7/LIZ1b4s98bZnPZYf5GBT9KEYcmg+MdBifT+NEhbtxoIq91OPChz5Ea3YUQupo0ZQcpNWj/v0DfA3qpfwE0hcHAgmQdkqZKcr1vKn0GGfY1GgqKupqcVwBQCZN7DaJQ4+ZFm2whojxsIERIEke0GxpXz6T42Odr2C7EsdZvkSimldhGQAtSWeUD88oTWbIFD03rYFttpg9kmZhJM3c5olCx+blfiylO3otTPPGud1kIB6zjjM+cIeVeZ+Wmhtc12LFPEkctrpxN8Uf/nwke/e/vZGzmfZILGSC7f6zEuLRh0CZBPqe0KpIGSpa/D8IXOsgMkX+T+WsZvvjv0ixd65LKuCxdW2VtfpPJfWPb6sKNzRZnn7nAwXv2vu8YJYOzkFRB3wtCoAk4cl+Bg6fzNNYyyOAZCkPD6O7t4xdCsPcOnd1HyrSqHWLzFLmR09vJl0z2qmpUsq7aLKjq9rf+0xrP/rnyMorjNLLdwu8FdJs9dF2xN1ZntxgaTZAkLFzqMb5L5zO/UsG0LJyMQ74EulhE6Ml7nY46Pi2LcD+OdB7ESDcZKVuU97js/UCThav/lsuvXCeOQixHOR4nidzGeclYcuk1j/Fpj6N3rxIEKaKkgm7q1Ksr1DZtkihm6abJlTMZxK1KUqhjmCavPHaWj/29h9/32H4Y8UMHef7Kr/zK+7ZEnnrqqXd8bxgGv/3bv81v//Zv/wCO7EczLMeiMlr63/z3URhx9ukLvPnkW9TW6iAhP5Dj6AMHuetjx6mM3aZeCaGpFcx7hJSS62fmeOVrb7ByY4042OLyc1X2Hg85/VGPXL5OUveItjRkx2BjaZBLL9zBgXtPcvR0lW71LwnabyFkG0dK5JZGtZYjlRvATfURl6JM1imBsYuzczbd5ipDIxcopOsgfdrrkuHhLqVKnYEhpR/xjf+4yqXXXLotE003GJowuPNBj4N3GQxPlmk3e6zcaHH5dYtLrzusLTpk8gbZQoztukzuFaSzAZYT43U8NAJqqzqloTaaCHDcLl5PwzCVs6urC+pVpbuRKyYgrH4ZXkMN0H12j9RwHQt3ogyYfOtPEgoDOu2G0puwbEG3pZPEksGxCE2EXH3LwbITUpmYXqtvS+9ExJEg9DV8L2H5usKMRCGsLxqEPpSGAnRNkM4q1K1MblcxhBDKFj3uS3knAk2HVFrJjguhQJa2o9QZm3Wll9Ft6Vx81d2m294aFPtPCvVNk8HxkCgUNLdU6bbT0ogjZVUe9DQmZny6bY2dBzwqw2GfOumTxBrdtoZhWn12kUkUCUanOtz3sQ2+3ckzva9DrjTI2mJOtTz0MRwrT3MzJJUvky3vQPRXrELLIqMa9L4IwYv9B9/vP1MpEI66P1ICdWjNAz7ouyFpA4YCOsq2WtUHZ0CYRGFW0X4NQRRpWEg03VBsrERhSJNIbIOdNS3p07j7iZ7oe8kDJx9uMXs5y/yVFJXRLqnsKkGnycaKIJPT+OjPuwxNVhCZO9/3/ZPdL9Ktv8WVNzWkHCKVdQlCsOwux+5r8J2vX+Kx/yXF5//JT78n/ZPoCkTnlAaNcPvnHqgJWuSUXkWy0geHKlfPXrvFlbMTBOE4bnqefCUHQK/tMX9hkXQuRXm0SK6cYW12nV7bI5V133swim8C7rv6eLouKI3Y4AnQGrd/kbQhvgHxBpoMyOe7YH8boVWAA/17nwPnYWTvzyGaB32QuYshT39xlTgOGJxIIYwKAhOZSNbCDVq1Nk7KodeOufqGT7e9hGHEjE8HvPnEAqlcirGZYWzbJZ3Lglbhe4UQLujqvO0UtGoruFmX3ECO2spm3yxQmQaajkAAvXZMrx1z5FQLRMTGEgxNqRWCEueCs89nMKyEgZGAlfkUQhPIRNm0P/NnL3DyY8f/d80P/63jh55g/Dh+cJEkCd/+w2d46auvk8q6DIwrjf/6RoNv/+Gz1FbrfPy/ewTd+N7tprNPX+Brv/84cZhQHg4wxCKdRshL30xYm23y4c9tYDs+bipNFA2z98ga68tPs3XzedbLNUxjkyRWE3I620HXI3zfo7lRI85nyOQs0GKQBQheRfhrEGkKeCaVN0Y6F7HveB03FVHf1PmLf19i8ZpLcSBiaKJLHGmszln85X8w8LoxJx6SNDebzF6EV5/M0GlpOCkoDYUIJDcvCDZXBUdP65SHNEqVKr5nI0RBUVDlLbplgpI3vo39UT+LQRqo6aXdv1IOCokP4CvRI5FF0wdxnIhCxWFzGYyyEsaqjPjoBmyt6wSeRr4cYTmSTCGmuqZYGAKJpiUINNaXLbbWDEZ2BKzOmwS+wOtohL6J7QaYVn9KE+owRF9HJAxU0hEGAr8nyBYTkJLklhSCppKmVDrG93Xe/E6aJ75YxPcESaRtr8g1Tc2mnZa61oapFF17bYUn2X+iQ2U4RDcUkLO6ZlFd1xndEVCo+CA1DAOSRE2+mg6m5aFr0OrpFAcCcoWEsR0NhiYamEaFxfnDoI/jdX3a9Q53P3oC27W3GQgyWkB2/1eIZvsPfhcI2faEl4Fq+4FKCIkBU0lly16fChWpn+ECPZAe85c1dMPm0N0OyzcjOg2fJJbops7QuEe+HLG2aNGsmeSLSjE0iQ00TdGwBSopBY2B4YhP/b0u3/mqwdwljeqqwLAEY9OS0x9psufYBogRpD7Vx1C/k11BPA/RZdYWTPxel+Lg7Uk88FPYTo9DdzV57D+tcP3NWQ7es/dd77AML/URyN+dAEjQUiD77REtDyR02gbrSxFBuB/d0JXiLFKZxmUc6htN1uY3KI0U+iBkZfb2/qG/7d34rhBplQjKXv8eKiVhZEMlidJUiU+y0Tdz+zmEeUR91roPgYUMnoFohfPPNwiDCNtNIfQRBP1WkyYYmKhQX6uTKWWoLm0RBgknPljHsk3SBZMklnTqHeYvzWJbkvLUZynlC3/FOfUPN0lYuLzM4uVlojBmbW6dwItw0zYMpQl6DTRDw+sopd3AV5UMy9EY3RngdzWiMKK52SJXzpAkko1li25LZ3JvRBwqL5IkTvreS0ow7NJLV7nv06e+5/H9oOLHCcbfoFi4tMQbj5+jMlYmW7wNghqcqJAp9DjzzAX2ndrN7jt2/pXb6bZ6PPuFF9GExsjeMvgvgoTCUIlMbpEbF+DFb2Y4/RGXdK5LGAU068NMzMxB0qNVDciVEhJZIJ1pIoQgDF0M3cc0Q9r1mHRuECHrkKyBTDE6WccwMvg9ie0CWOw51sBxY8JQcO7FDHOXHab2+piWmvxNK2ZsZ8jGss1zX4OJfVv02iHnXsyQJIJCJSaJNQxDYDsJ2aLCcsxfNTj5cIST0cnkYwZGfdaXTFKZmE5TJ1sMCQMD0PC6EseNFd0W2K5YKHIrkAX8/peO8r9osutQmWf/0mDqYJHAb9OsRtgOdBq6wkR4GnuO9pT5VwzlwYjlm5LAF30/Ew2Eoo4+8edFPvwzW+w86BP0FAYiV1KGW4VyrKi4EmRfgyOJFags6Y/ty7MWuUbE6LSqQHRaGqYBmp7QbRu88M0c195K4WYSaptqwrhlR26YfTpyT7VqFq/ZBL6G6cRkcwlzVxy6bZ3JPR77jisL9tkLLnuPdCkO3AJfpjFMjSjwgQRNRPi+oLrq4KTg2AciAj9FbSOmNBxy7UqR6s0NojDi4L3TnHigR9L6H0E2kKKgtB/iFTAOQjQHeGpFDiC7QAs1scX9CazfMhEO0O1PuoU+hxmQOuD26YQxQ5MuAxMpWrU2cdjBtro46YBmTaexadCuW2TzMUoULu5XL+jvU/Wpuu2QzeU2tfUsmgbjO2P2n6xz4oM9DLsI+k78bpNLL/8XXvm2QeCHjO4a4tC9+5g5Po2IV0D2qK742zTyt4fXS5HNt3FSHhsLm8C7Ewx1Ld42BYiUoq0mdZV4ib7KqXUSgHbjIo2tDL4/RLaUKCVgP9puT9iuRbPaIokTGhtNDn9g/3tXTm7tztyjmDrfhZfoP2CgFWg3BGuXF0mCKgPDDQqDRfUOiS4Yu1T7K55Fet8AYx9CWCoRs0+BdRwZzTF3/S8oT8R02pv4PfkOJ19d19AMncALyRRSmKks2WKL6f29vpW7jmmE6EaX6+eGeOtMik/9Dyp5SpKE1ZvrtOsdLMdibGdEHGyxcHmTJ/90iZWbG4zu2GRi5xpD5SrGqZDvPFZgY0EB31XGD91W0n+XlJaO3xGkJnSKQwW6zR619SZIaNZ09L4acJIoBLcAEqkWG07KYfHy8vte7x9G/DjB+BsUV169QdAL35Fc3IpU1kXGCZdevvo9E4wbZ+fYWq0rr4F4Q5WSRR5kD8MMsF3J1bMmpz4EUWSRzjRoNipoIsF0eoRehN9L4aRjDDMgiQ3l5GkkaLqOJnp43SZJorE6t4ZMTIoDOjv2drl2LsX4jIaTThie7BEESi3z0hspMrlY4RT6q0T6OIjysMbcFbh5roHlqJX09MEurisRoke9alKvWuhGDCJW9u9aguWMookax+/v8dU/dNhaN1mZtckVI9x0TGPLxOtp7NjTw3JiEqmjba8yNSQGG8smjS2bTNanMtrFMGOSWLLjUJk3n4f6usfR+x2CTo12PaBZ1ygOROw93uPkg02+8gcl5q85Sh67GLG6YKmVcSL7FvVw6fUUzZrOqQ812Lnfp7ZuYNlKObNR1RieDHFcQCgVz/qGQXXNIFeIaHg6IztC5q9aSvm0prwR3Ixkc9ng0htpttZMNANMS8MwIQoURda0JemsMlILA4Mo0ChUIlbnLbyqSacu6XY0GlWDuSsOUSDIlyNadZPVRZupfSEZSyBlhGkKLFug6xGWnVCvGhQHY0wnS7tdZtexKZAQ9S4yNLZFKn+MQ/dOsv/oy1g8CZGjEoTkgqKnaoP9CVT0J68IleD53E4Ctf6zkqify4RttgkhSIvtRpCwyRY8dCPB7wbYmYxqD8iUmpApEgYBTtag07HxerNYdohuSERfA0St+AXNLYv5yya64TEwKui2HBau22ysOAgtz6G7fa6dW2RjOaZVb9LYuA/d0Dn/nctceukqd3/iBA/8lNFv8UQg/X4lzdl2O75V9eg0PVZn11m+vsrw9OA7wYnaQP+83yYKo0/0GWOdPh6lP1YkbUyrwfy1IaqrEPihUhndaJGrZG9LaktFnXfSNsceOPhXY8TMI6B/R7VK9Kk+CBeQEUHnBi98c5wzzxk01pcgrpMpmOy/s8X9j0K6MKESDAToo4pOHF0D88D25oWwwJhBM0rYrs/AhGTxyiKa5mPafW0PNGUqFoTkB/JUV32e++ZBNlbqTO9bx0mFNGpZzr6YptHYRba0yebSFn7X55k/e4H5S0t47TqGvkY2X2Pf8Tb5UpOhisboqMX4zoR0IUWv4/L6UxFR0GVqr2BrPd2vXghCj1tiyOgGtJoZBkY7uLk0za0U7XqXnqmja2Jb16e2YagKMLeTpCiMFAf9Ryh+nGD8DYrGZvN9FUEBLNemvv69pdS7fadD3dCRcd/KW/QdtQDLkng9ReOzbB3diNC0GCGSPpVVEkZqEhdCEku1qpMoGWlpB7z49SbnX05R3xRImZApuEzubjOx22dlziGdC0Eqt89eV+B1dFKZWyXo2zK6qozfRQiDMAjJlXxOfDBm7/Eulq1e1kuvp3jySwUWr7n9P9P4xn9J8fHPh0ztK3Hkng2adZ+XH7d46fEMrZpg5kiPXDFgdEfM0ERAFIDnSQwzxHah20rxxBdLXDlj0m2p0nq+lGLPcY+7HmqwdMXHzQyz79h5hsY7lIc8KiNdAk+AVKJkiRSc/kiDZ79SZHnWJpOP0ZclXk/0XUgFQlOrKb+r8+azOd58NmHH7h4f+GSTqX0+lq1AmvRN0BqbBhurJnEouHImzY3zNh//fI1MXtF1v/lHFQIfCgOKZ+/3NBCCXtvEcm2SROtvS6LrCaad0KobyETpf4BaXUnA9zQ2Fm3SOZWQvfx4DsuRbK0Z1DdMludy7C20yRV94tjCtJTBWRRq5KSBZQcszmqkcimGp4YwLAPCGjuOHUBLfxzpfQX8S6Dv7Lc6UP9HNxU4ObrR/3lJMSNkF5VgqHt8u0Tfr2bQx/6gqcyNHirhSEBGTO6G0amAxRvrTO5pI/SU+qxeIUz20G5d4IGfCth11IKkh6EtIZAkiYGUMZAQeHDpdZPQ1xjeEbLvji5e16KSuGys6Hzh30ie+KLF5pKPlIJULgKzwdSBCSpjJZrVFi9+5TWm9u1lanKdgeEtbl6ISaU0EBZSy6tkny2uvG5y9fVN2vUzzJ5fYHLfGB/47GnG9ygTMmEeRvpPK7yJPtC/LCOg9yC6oK6XDCC6DMKm0zvKk19aods621etlfh+SHVlC9O28Noe2XIGy7V48HP33lbvfI+QSR2kB84nwfuKwlb039k4lnzrTxxeezpLrjLAxP5BRPQCzarOS9/SadazfPL/MIptRCopEX2xGdl5136EEOw6Ns0LX36BHbvbRN0mG8sBnRoITSeKHBA2I7uGFdDzRpckTnP5TIrLZ0bQNEmSCJrVNsVhA9sNmDu/wItfebXvR+IyPLpKfX2DuYuS2Ys2B06kuffjdQZHN1m4lmLhigaiyML1HEJ4FCoBpi2Yu5xDSpXsajpYtmTmsCSdT9PrdMjnb5CEaYKeg+WajE5L2g1JY9OkUTWVEJehoRs6mq6RJAnTB3+0RCR/nGD8DYpsKUPgh+/7e7/nv0Pp8/3CSduAJI4TNJSjpyorq9VRGApMS4EGNT0mSTSSREdKDU0TxLFA0xOkNLcR9lIKNCHBCHniz0u8/kyOfFEyvjNEaCHNLY23XnSZORLzk3+3xcaShWlDOhdTGlS25K26QZ5bAMtbK09H9SmlxLK5zXIIBJ2WzsJ1h1efyGIYMLnHZ3m+gu1orM1rfPHfOdz3iZiRsTVOPtRl77GYq2cjmjVJr6sxOB6QLcQEvqBZc/E6YJgxuil57A8KLN7IMDAGg2MxnXbC2pzJ6ryFaSXkBsuc+GCHXCEmihx03UfXlY6Hpgl8TzmnjuwIefDTdRavu9Q3dYYnQ2Yv2wgScuWYwNfwPYOtNZvqmuDkg01OPdKmVTN49SmToYmQXD7GTiVsLhu88mSOOFLGauuLJkkMX/kPFUrDcN8nNnHSEt8z6DQF1RWTINBw0i65Ugh00bTMdtdc0yW9tt63hVdCZV5XQzeVHoplK7XSJIHA11m4qiTMZSJ468UM0wdjQKJZBoYVsrUmyBWVBLthxlTXTNp1nV13TGAYHQhmIb6OSNrI8Hkl8W28LbkAwOwDbSM1caL1WSFZhVtAYxtzQcQ7k9FbZxaC5oL01XawQK+g6zke/KktvvzvbW5eTCgNOZiZGbptl3atycjMAaTe5LmvXibwx5naq7Nj1yJBIEDqWHbCxrJOr22QzvdbWJWQTN6kXtNp12HhqiqZV0YS8qWQetVh8foaXttn/+k95MpZeq11upt/ARMeg+Mx60sm7YYgnY8RyQa6UaO5GfDy48OURyscOL2HoBdy7Y2bVJdrfObXfoLRXcOKxms/Av5jELdAlFVFMrquJn+RUddG30G9/QG+/l8u0G2tEvYCiiMFBALD6OH1fAxTZ3CywsN/637u+6lTlIbfh7kSLSD9ZyE636+QOEoUzbyjj4sRLF1Nce7lCwxOlsgU0kjpASUKgwlu1uPK6+tcfXWJQ6f6IHRttN/OSr3nPg+enuDck19gc6nO7uNZhqdy1Na6+F2PdqPDvrtHGdp5lNe/dQ7d0InCuC9brkDQoBSTNU1g2iYXX7rK5nKN6UOTEF0g8pq0GzqVUY31pYgrZ3Q++JM+uh4xON7D68Ls5QgZZ8kUdDpNg1Q2QNMCvK4OIsa0NZyUZOqARhgWuHy2xMyhOVKZBo7bojKsky8Z3LhQ5ublFJZromnKfyTwIwzDYGhqgL13zXzP8fsHGT9OMP4GxczxaV795hm6zR6p3DuBXV7XRwjBnjt3fc/t7DyyQ5UTl7cYGC/1QVdt0DLEsYXXCTh8OkA3JIYR0qhVkImGlBph4BD4IdliQByliCIT0/SJMdB0yeJ1i7MvZBgck2QLt4B2OoVKi1Qm5sb5NEfu9njopwIF9KIHaBw65fHtP80TRxLdNNTkgA6Y1DZ8ckWd6YPKYGzhmk1zyyKdi7n4Sppu02BoMsC0Qpp1yA/PYKVXOfudDa6+HjGxe4BCJeDwacmph7oYVpvQT4gTQRRqtOoW60tZ0rmA1qbOS9+2WLhqML2vh27lSSQkcYfKKHSaMa88kePkh1PMHFhEyjSRt4Jp+0SBQDcT4khRUjtNmyiIKA8FjO8KtoGXmp4omioQBILausGbz2e49FqKw3d3qG0atOsGpgW1NY31Bei0BGPTAStzNmeey5Arxdz1UJO7HmkQBjqFiiRfinngk3U6LQ1dT2huGVw753LjgqRRhTCQfTArGGbC8ftbIAXVNZOB0ZBeR2N1wVLmdqgxX9Nu+Z4oIKhpC4YnA6rrBu2aB0JHt+4nW1knilbxe3V0s8vGcgYp0uy7w6IwEiuhp3irPynVIJgH6gqjgwf6rv4kk1beG8my0jHX833Z6xwquTC5XbG4hZvRuZ149FtsSR20sT4OYagPXmmzY1+Kz/7DY7z+xDrXzvToNDVSOYv9JzqUS4+TSjcxHRvfyzJ/fQdxsIUmEsojFlJGNLYgkTpJotFrh+QKEWgG3ZZgZTbBzSh2gWFKdFO1d/KVHLX1BpsLVUZnhtlzpI5tLpDo9+Bmr7L76BIbiz28rsQ0I1p1yQvfGKHdnmH/3TMYpoFhGuw4MMHNt+Z56auv86n/08dU+8J5GPQy0n8BgpcgXuhP+kcVdZUmxAu8+thTLF2FOz98lGtv3OxXOiVC04iCCNMy+Nz//dOcfvS9WS8AMrqJ7P6BSgy1gb6LbQeCZ8HYiUj9IkIf4NpbzxB6kkxBtWeEcJCiCPF5bEuiaSaXXrM5dHeiFFijebCO91sm746xqWU+8nM+3/6TPHMXu5hmF00EuCnJ7iMJP/FLl6h3T3HhBQc3a+O12hhWDoFaMAV+iNb3ZRqcrLA+v0l5pEjod4jac3SaIX43JJVzyRUlW6uS2gZk8iamKbFsQa+tjOfcOCZJdEwLSkMWqcIwXscnDjtkcl0MuwLCotOGMy/uoV1bZvfhNp1GwLNfyXH5jEMSSTQ9QteTvtWBxsiuIT77a49uW9j/qMSPE4y/QTF1cIJD9+3jjW+fI1/JURjM9VkkTWrrDY7cv++vlBy/FZlCmrt/4gTf/sNnWL1ZozQ8iSku095qsLmkZJzveqSHaXh022m8XopcYY2V+TytepHdRxoYZo0kbuD3TAzTw7R6SCm59pZLFGhk8yFq9Wn3V5EmlpNgGJKLr9kcvrsOfV0BSDh8d5crZ1LMXbGpjARkCxCFDlvrEX5P8MCnDQZGOshElbk7TYP5Kzabqyb5itKz0A1BebhLEMXcvKBMwuIkIVsy8ToxT3wB6htpPvyzHRIpMHTlVdJuWmTyAVLC/PUibzxjMDrdQzd8kF2i0EImsTL+ciWX3qhgWSukM3XAp+GHJLHA6+mkzRhdV6tqrS/OlMoq5VLD0kllIkxLCf80qjpeR6dQibj7kSb7jnXRNDj/SgohwLBURaXdUBgXmcAd97e4cSGF3xN852t5GjWD/Se6jO9qkiuGaCLhwqsuQteYPuBx6FSHtcUmzz2W4/VnsoSBWsl96GdqnHqkybNfydPrKP8X05JM7/NwUgnX3nKRt1RHhXKqTRJBEsm+M67G/NU+QyNexnSPMrjzgBq0exfYWapjmLoa5MMrCrgpPSBR2hX0W3OyDv4rYCVg7FFYAq3UZ4TUIVpHyohWfRVkRDp/y9b8lq+Nvv0MqbhV/eqqCojIqe+TJhCDvoeR6QKf+Lt5OrVLhGIvrrPM+o0X2FiKkdoYUSRJZ9vsLl6HJKTX1Qj8CE2zsF0d3dBoN9PYTpN6NabdkNTWQgJfxzCV2qubDuk0LTotB03XMAydtfkNRmeGGB5fIAgthJEBjlIYHsd0V1lfaLN0PWbpepPswAyHxg68w0BMCEF5pMill6+yeOUoY7tHFCbDOo7UBtU10wZAH9+uRvpempceW+KL/+8z+H6OxkaT8miJ8miJbqtLEiU46TH8nr9tKfBeIWWC9B5TFRJ9T//6K30dKEF0Fek/iUj9DO16BykT/J4CsIptQRFVJbUcjVZdU/dK6oDXv2fvPZ3J4DUO3p1nZFrnyqtLrC0kGKbNjr06M4cCHHeZPF/iwU+PEbTPI+M23ZbN3PVhrp3N06xGpLIuQzsGOfKBA3zzPz6N1/G4cWaB4bE6vbYk8FT71zQV9sXr6GrcEhI0BfZNIkEYSNyMwHYtLNeh200Ynhpg6WqNKBDIRMO0fPLFTTLZNUzTx05pOKmEXicPUkPKiCSW2I5JtpJlbNcwP/+bn2HnX9GS+mHFjxOMv0GhGzof/aUHyZUynH3mIgtXlkFCrpzhvk/fxX2fvgvTen+Mxtvjro8dx3JMXv7aG6zNR8TBCG6qysG7BR/8ZIZSJaBVN2k1Dbx2i4VrJVYWjzFz8k6G9mzQqz5G2L2MoEvQUxbhtqPhexlMWwfRN1m6RZkTA5BUsVIGrfqtvjkolkZMrgif+ntdnv4yXH/LYGvNQTMsykMeD3xacseDWUSSgCYYGI2R0qO6ZuL3BEkehNAx7ZhcCa6db5LO59G0Hp1aE0HMwJhGOhdx7sUUuw5mmZhpotmCJNHRNGg3TRZvFFhbcPF6CetLLhMzGoIIXQuwnZg4tmnUBmnW82RzVzCtHpsrxra7auDryKaGm4qwnIRUNsLvaXRbGvWqyY49vlq19F1Jo1C1JHxPw00nauLWURbTQmKY8bYtvZNKiGNVwamMBMShxtqCyYVXUhw82cI0Jd2WwHZjdh/tASoh8T1BsRJy54MtpvZ5fPU/Vgh8jaP3dFhfMlUSFgs6TYW/aDd0vK5ioQS3CgRSEASK0potxIzt9FhfytJuDfSxO8uQDICxA9OxMe0TEF5VMtfcEnu7pStyS4DjViIggbYCdurDShwrugKyjZQJl9/QePO5LCuzFomEwdGQOz7YYf+J9tvcgG89T7cmKbe/r4ZKapKo70g6qUCQAEKQzulgLtCrvcHyrIVhZpFSx3EbpLN1UqkqTqpFEms0thzixKQ83MNJhWysKPfaN57N0m6ViSIPiJWOyUDM4nWL1QUbTRdkim00U6Pb6rE6t4oed9mxr0gSq3cafZB0aZDpEmQrVcqDL7KxkWL+xu3hXUrJ+vwmi1dXqK3W+A//5I/ZeWQHxx86xP6790B4AaUFopI0KSUXX2nyx/9qkevn2rRqEZbTIooMmltt8uUs+07tJFtwSRKd2fOLeJ33cGu9FfE8SXCDpesum0tnEdQYnYoZGDMR+ghoOWRwhvNv7OKtZy5y9fWbrNxcJ1NIMzJdZGCo1geleng9r09xTlQVRN9L5AfMv/YdmvUSpm0yuX+MfCXXFwtsAhal8nXu/nAIWuFtB+ZCnMKUFzj14Abry3mWr0vcdIPBscsMDOV544Uj7D91jA/+7D1Uxkr85f/8DeYuLOKkdQzLxsmE+J7amtcNEUI545pWjJSCZlUjm48oDsZsrRkUBiMkNrpVQjcktdU6lRGDyohBr91i39EFBkY6zF3RmL1kU99U7s2HT9XJFgyuX0gT9ELiRFIZLfH5/8fPsP+u3d/PsP0Djx8nGH/DwnZtHvzcfZz86HHW5jZU2W+i8n1hL94eQgiOP3SYg/fsZfn6GlEQkS07DIy0EYRIkSJfDtGKNfT1mNz0CPdOD22L7mTSD5MEC2wtX6HX1bHtNNnslymO+ERJgtTtfjle6/PhFULaC4YpTIxDbqaPfHfVwCMbFPNrfPIfmlRnn6S+sYZhDzIysYBtNxS6OjEQxAhNMDQhOH5/yNkXYrIFQSavLOGrF2ziKMFyLLyOhW6amKkB0CFV1NhY9TnzYpp2c4nRKY/6psP1iwO06jYyEcpRFUngWwi9CMY03a0u85fXiOUwSWwBTYQWI2VC4EtMU6A5aoUf+oIwMMjkIrbWTLbWDWXZ7ppEoYYQ0Tb9MfA10jkQmkpKeh0NNx1THAzpNAwMXcl039K+UBgAC4E6ztJQxOaKwdqCQxh28D0X21X00V5bqYl2mjr5ckwcKUzFI5+tsXBd6V20agbFgYh8KWJrzcD3NYKehpuJcVIxgX9reJHbEhRxoiSOO42YXtdUyWO0Cv7zCiOhD6vSvF4E7SiYe8B7WpXBCVEtjlvJhWC7zZHUILwOsgbxFlLGvPTtCk99ySWJkz5dV7J0w2VlziVXjBjf5fU1nvoSpxh93EFfGpssiEhNYuZJ0N5GuZT9hCReJgpivK5GYUCnUFojV9hEiATTCokjpXqaLfpEoU7gZ3DTPjtmNjjz0ihnnisxc0RDMwu0ai10M6G6YdNpJPhd5cnmLW+RRAmmY9J6vM3SqM21syFXz87x8OcGGZ+5jT0wbeVy223dZotIKZk9v8DC5SVFK3UsMvkUs28tMHt+ga3VOqc/vIVA55bo1ZlnGvznfznP4tUu+bJJ6EVEYUyv2WNij8a+40vsP3KGgfE87WaW2MuQyr2bLnsrqouLfPP3V5m7GOB7IQIdN2uy93jMw5+9gpvN89LjGZ780tfpdTRs10ImkuZmi15rE/fOBplimV47h9A77D+VBysLIs/cZY8n/stlVhYfJ5EFpJTkyhmOP3yY+z59Ck0r3dbQwFDVMER/XLFVexcwdBidOUJlHNr1Dr12g70nN/jQLx2kMPHT6LpOkij36l7bozg4TLeTJ5tfp2up1la7oVEcCHDSStAuigTVVUFjSyeViamvKyxSKufg9SAKItr1DmO7Utz1SI/BsRpD4yGvPJ7ltadA1yTpvPI8Wl80MIwOB04aLM8O9KtHNnEYv+91/2HHjxOMv6GRKaS3e5z/e8JyLKbeA7l8CzaXH1Jf7/q9VkR3igzsPLL9s6Szzq7Dz/LiN0yaWwb5Sr+aIiXIFl4vD6LEwfsfQku9B6+/HwMzaSqjfwR6RfXhw1q/XJkHuYaa8HTGd4bs3B9w42Ka0oCHQMMPKuiGcsnstXWGxkzctFATIWClBH5gIbQNOq2I+WtpmlVn+4RV71ii6xpRlMFwd+OWoNc9h98LECLCSTvYqRRJsoXQYqJQ9LUqFNjVMCD0NZpbFlEokVIjWzKQ3KrsJCSx0sMwHQ3dUBRb3VCAynwpIg61vvW8hmFITCvBsCTXz7uKryNUSyNJBIEniEMFwo0jMK1+FUQqzr1uSJJYY2nWZmqPh9AkvqemZNOW7DnW5aVv5ug09b7QlvY2lc93PhR+T+fKGy6loYjB4XlIdNQwFKjyebyqJnLzKCL9C+qce18BOqjE4u1Dlsbt8nigKhcCoMfGksVzX0vjuBHl4Vs66QmZfECrZvD6MxmKgxGZXMQ2NkPkFeYi6Sl2gjGl9DSSnmKh8LYEI1lXVQ1hg55C03pYVptsvkoUWhimD5ogDg3aDQ0hNDKFGC2K8YMiXqfHlTdMmo0y6yshXqtFHCdYriBXFKRzDlvrNr12jNfpEfoRGV0wOFFm5o5BbHOWhSsdvvxvV/jpXx1nYEwdW67gsWqUuPSGSXlMMYwamy2Wrq5gORZxlDA8PajaHMDWap3nv/wKU3tKjI6qiaq+EfDkn61T3wjIlU3SeYMwENQ3BTv2eTz86SWGxiXttknguaTcBe79sM6OvW8g5W6EeOe00ml0+It/8zoLb3UZmoxIZVJIJK06vP60RuDl+cjnNqgtt0nnjjC+ZwTTMli4vKzaZJpJbcOjWWvh9xyOfqDMruMjoGmsznn85b9bor4RMTxTxEmPkyQJ9bUGz/zpi0gJD3zqBNJ/AuJN3q6mepstFCpaM4qmbLkZSq4FFCF2QVxHiB6QobbWwDAMikMFahsNdN0gk00oVHqsL+mUhyUnH24xtjOh03JYW9RYuG6zPOsgEw0rlVDftNnasMgUAlJZh3a9zuZihwsvblH5yU3OPGvz2lM2uWK8LfuvaQLTSahvRrTqbQbHK2wsmySJ5MbZ2b/S8+WHGT9OMH4cPzIhnAcZ2XWTEw/e5PnHlMlPcVAgRIfmlkGrmePwA3uZ+R46HZjHwTwH4bn+pFFRksfS4DZ7wEPTdO77RJfqqsHsZZ2B8QF0awi/t0IcNUnlcozvLSJYUmVykSLohZSHdKYPpHj1SYMLL6fIlztohkWrJmlUE+58CMIgw/y1PMWRNtlimuGpAS6+fA2ZSPaenKHT3qDXWSOd6YIGSaxh2mqlIhDUq4pC6aYlKwsu+YqBlH5fAyNBCKUZogZIgabrCE2jVVfJQWkopNPS8b2ETD6mWIm4ft7lxgV3W6gn6WMabVeqlkwmIUmUeFizZtBtqYQj8FQbRvalxbsdnXxFTdoykRiGxEknVHQFRHXTCe2mRqv29hK9wOzLq2+uWuw/2eXoPQ3QZgAdhKnaDzICmmryNg8p/MU2ffS7Of59bxH691WklC17tMCVsyk6DZ2pfV7/M7c+L8gW4dr5Egfv8pk55PWfiZQ6DtkDEiWXbexT+41vQLysRKiIVCIkJNg/CdE1UtkN0vkUhj6PEAlxbGI7HZACXVdy6e2mjelAo1Zic7WMba+y53ieoX0fpjiUZWvpKu3ma3jdiFbTxM3kKQ3r1Nab9NoetmMxMFHh+EOHMW0g7DGxe43ZiwFnn63y8M8WIN5AiITc6E+C1mDuwiID42XW5jbwOh5GYJAtphnbPbJ9BYtDeW6em+fKmxajozYkba6eCaiuKHM721HVomxBkMQm931snkw+YPZyFqHreN2YdL7InhNDmLwE4R6w3gn0vPjSNRYubzG5R+k+INQzniuCaUquvAlj04KBsR6Nbp4oFEwdmsBJ2azcXKPbSlids5jc0+HBn5ng1EfKmJa6p28+XWdrtcXUgRzCHgRA0zRKI0UQgjceP8fR+++lYAYozY90X/9C9oHgnnp+hNWv3nxXFUYr9JPMKmgZBWh1DPaenKHXuIzXXGZzWce0U8wc6nDigw3Gd3XxPYvq+k7eeiXPxdfb5Esx2ZKG3wVhjGI2dGSS4LXXQXYZ3mGx+6hGsRJx9gWX0AfTSpRSLhAGOlGoky8lbK1JMu4GujGG5ZgEvfdnBv6w48cJxl/DqK7UmLuwSOiH5MpZJvePsXpznepyDaEJxnePMDw9+F9lhPb26HU8bp6do7XVxk5Jdh7w+owOC4zdiFuc+X6EQcjNc/O0qnNkMssMTmTJV/IopblEvaTGXoT2bhqZlMntARwQzkMce/BlFq+9wNnvRFx9U8fJpNh/Z4aHfjZg/4nnMPyLJMmdCOswQq/0tyMVoyC6DoQ0WzNUFzpYvIRlN7HsBMOySaX3I+Qi0AQiduxp8KlfjnnuW3s499IMG4sbtLbalEaKjO8dJV3OK2nMZBWv1UJgsPfOCbJjDyLsNxHaVRaudxkYbTI0kXD6YxaZ8hFazV2MzSyh6y8iE0kmXaI8Mk2nlSIMYi6+XiSTzRP0bMana6QyIV5X4HU1WnVFZfM8g0wejt8vlYJir0foxziu0mpwUpJuGwwrUCA6CZ2mycXXMwyM+IxNexQrgsaWwcqCxda6yfBkSHXVQAgluGW7krGdCU5KomkxmiZpNzXqG4bSInUTQl/QrBl9LSbJzQsOwxOBwoh0dYJAEEcauVKE7UhS2YSN5RS6qQZHmYDSSpFoGoxM+hw+1WJkyu9DaTogxm/bowsTkkWIriDwkFoZ4irbGAzgNhOkn2AIB8zdfdGrgK21DLqptCcSdQDq+PuVDJlYvPb0MDOHVpBIZNIjjlVFR2gOhrkHTcsojY14DWSNrcVzzF1JEcYVckN3svOO09hWGj08w8TeElHnIkgfw9QQIuknG2BYNgOjBrrmYWh1wiDH8GSWHYdPUpx+FCklL/5FjVMfsQiDAlfP+GytBSQJaJogU0iTH1BiVqatgayCVkDTA3KlBhdfWeUDnwwx3VGEfT8je4/zM7/2HFdffYGN+fPMX2iCMBjeOcjEnlHSudvvoRAKcLi1ZoF1BwQv0Nw00HQUcyKJQYZohsvMUeg0dW6cz2KnYGAkJjOZZs+duyiP5CE6i+z+MTLxEOYu0IYRQnDppStYDuimA4mvtDUwQQjctBo/Lr5qc/Q+n8b6IlE8Qq6cZXRmmKGpAbrNHr1Wig999iaH722ClgFcvI7PlddXyZdBmDu3zRhvRWEwz9yFBWbPvsixkyNq3zTYFlrTHJAZ1VZL6mDu/S7KM/3Kp84ta4BcOUMmn0ITDT76y6t0m1BdLytWyHARGVeYv1Zl1yGP9VWTK2/GmJbN8mxIZUSgW3mEniNTlKzdmAM6jE7rTO5LkQgdKbZo1QzcdEISS8JAufLGkY6mqVajrkMc+uQrqq09MPm9vVF+WPHjBOOvUYRByNN/8gJnnjpPu9ZBaOB3A5q1NqmsSzrrIiU4GZs9d+7iw7/4wDsGk+8nLrx4haf++Dk2F7cYnljn4IlrLMcexaE8ldEiQi8g7bsRzkcRwmTh8hLf/oPHyedeYMfMImHssdqO6BRCBsccDGdUJRj6EDg/gbCObu9LxlVk78/6oLwAmcQ8/9gGX/l9n2vnTAJfQ4iYiZlNctmb5FItkm6sWibiT5HGMWTqk2B/ELyvQ/AaSdxgY3GL5uY6QjbZ6giSWEPoGnFikS2lmd43jC5DwCMhYXDc4/g913jlmwHNaoo4kqzeXKPb2GJzJ+w8JPG7kvoGHLnXwbRdfu//9jgXX25SGelx98M1KqMhhqVjWCEp+zkKE88yszvEsmJ0U8dycxjOPrAfYGPzNJHvU87/Hlr0hBIrE5JUVmI7CZoOSWIxMh1TGkgQImbhapeFKyY79oRQiEEkhL7ENBWzJgyg0zS4ft5h7rLF8k2TyZkeqXKE11Mo9KHxAF2H9SWTJ/+8QCIN7v14k8KgSRiYOKmQTlO5qCKUN4phStaXLEIf3LSqsMxdtikOuBw+3aHX0glCC8NMsOyEbCFhdV6pguaKyr5eJtCqG2gaSh5cwNN/USQMdB781EUM0wHWIdwEbKXMiFAsDq2kzKV0CfFbKFryrbiFnfD6AlGjEL0F+FhOlzg0gOQddY9bdZDQ7yCTiDC06bYCdKOnxOG6OrUNSRhdYdfhDXL5GkkS8MLXLV76VqDaHaZA068zMPFHPPTzp5jZvYOBgW8R5XrEsU8UBuh6jG4kgEl5OMYwJEkSky6EDO+MMO08In0KmbSQvT9netdT5OxFUrkUH/iEztyVInM3DrB4LWH+wiICQSbvKyqpbHKrzG9aEEU5IvOXsDJ7Veum8z8zOnyT0U+E+F7A0Xu2uHbWpdk5RRi82847DFTbTqQ+hBQOlvUMut4lV0yoroJuZahvmnTqNbaW03TbOkJIhiZt7vjIbsrDSf+4NpQ0u2wjvbxKWNxH6bU9TMfqV5gyfdClD1K57rbrGvWqRqsWcu2NRZr1OsWhPLuOTeGmHbKlDPX1MmtrOzist/t4nIiwJ4kiAye78zb49m2haQIhIOxeV0JiegWCsyhfmjTggPBV64QYjPdgYSQbYEwobBDgZlwO3b+f+TN/hGW38MxhBsb6WhmhRn3DI1ue4TuPtXnmyzFzl32clMDrCBau6pTHXDIFnyTaAFokCZz+SIuj91bZ2sgR+GmloruqKpiBpxHHoGkS3VLS5WEgcbMGdipNOp9i38kfLe2Lt8ePE4y/RvHsn73Ic196mcJgnqlDE/g9n7NPX6C6UiNbyjKxZ5RsKUOn0eXMk+dJophP/Q8fR9e/t3kZwM1zczz2775N6EccPGVy6I55dAOqK0VW52Omj6SZ2K2D9w0kGtWtu/ny736DoeFXOXr3MmGYo9e2aXe3WFswSZKYsV0NhD6pgHfdPwLhIMy9SNlD9v4zhJdAGwc9zcuPnedLv9dja03HssFyTXYfqiNEzGtPp+m0BHc+mHDwVIJtdSA6A50Q/JdBboI2yNxln6WrHmNTLXIFHzvlcONihUZVUh7qsvfQq8Q+aJaDEHk6DWjXegyPd/iF/+ssf/Avd5MwRLveIPQazF82qG04HDiV5/5P5Th0apnNua+zMT9MeUjwsZ+vY7uwNu/SrCXMHO6RLwWkswlh6NDcyhNFMaWhCNOag+AbDA4K1capXwYgIkUURiQiQNMSipWQXClBalNozi7een6Tb/1xHcc10IRkci8UyiGZQkIcgu/D7CWXcy+k2VyxGJ6MOP3hLab2eWgGIAQ3zju06wZCkwyNh3z052psrqT40OeaxKFk6abD0k1FZ5k+4DGyI6S6bjB33mV13iJXipg51OP6eZd61eBr/6lMY8vgjvvbHDnVobZqMnvZoVEzmb/koJkSN6W8FjZXTKSE0mDE+C6fVCam1dB5+ssFbFfnA4+KvqGWCXi3XTYxVAVBH1BlkCTbn1zh7RTlbQxFtAIiQ5xssvOAx2tPZfF6Aif1NkSIVEJwUaCx51iXr/8nl3bL5fSHDQzLoF7NEQTQrjW5+VaVfSdcbl4e44kv5shXDKb2dxHaBpEcYW2+zrf+168z+Gtb5LIpDLOAbmwphdsEdL2HbsZo2ICulBdFHuQiyAmkPgXdP4HwdVK5Ia5uenQ6Dm4adh3cZGjyLTqNQ8wB0GZiVw9lKJNXq2op6bSaDI41sIzzyGQUOn+otCz0CRAutiEpDs8x7b9Fs/kSVy/eh5S3xwO/p9pau45NI4SLSH2WqRN7cb7xZ9hZSX2rzup8j8jvkR7XGJqIqW2CEAa9rs1zf7nI6PgGruuBTIFmKSaKbIL/NJKEyniZlZurCkArPTDGQfZI4ojNlRa9bsL4rpDqeoFYVnDTks2lLeIo5uA9e5FSCV0Nz9yLyOxRCq2yQco2yA68QWOjS67y7mpt6IcIocTbwFBgcEsoEzzZT3IwVNVML/Rp0GlV6pKJStYECPu+d+BKTn70OBaP0W16tGpdTNsgDhWtNltMM3spxbnnepi2RbqQpjCYJVuOWJ+vsrVSI+iGmJbCTOXzkrFdFmEQMjS2hd8zmdobMXvJJJES29VVwi8DklipeGq6wLAHsF2bD3z2NEM7Bt517j8q8eME469J1NYbvPnUeQoDOYqDSkxlY6FKt9ljeGqQxmaLlZtr5MpZMoU0mq5x+dXrzF9cUopz3yOklNsiXDsOjDE29RKW3aNRG8ROC+K4x8r1dYZ3HMY0JQQvcPEFQae2yKGfrBGGaXpdF+QmtmsgNIO5yzHl4S5ubhWMwxBfQ/rfUXoF4XnVX9enQVhEYcx3vrxGq6YRBroqt7sx+XKA72loDcnCVYfp/V02VwzGduTUIJGsQbAM1p14PZfV2evkCm1sJ6S+mSGTDygPdvF7BcqDVXQjIfQANAzLpFXz8DoGvY5kcsbj6D01zr2cYs+xiDiMaTUcosjivp+scPLhIue/c56l6zphGHPXQz3SuZi1hRRBkJDORZSHA0JfkqRB02IMSyeRGvUNiZsJ0LUIgtcguKBK3fpuDEOi2z6hHyFlD7RNTB2wdhLJaV55fB2EQ3lUsHANVhdypAsWqXQLr+Nz6K4uQ5OQzndJZzuMTfUIfEmnqZPOxwyORoxNN6mtmbSbBghJoRITJRPkh+9n8fLznH3B4lt/kmZiV5vjH2gytc/DcRLypRg35aEbktmLSr55cCKk15LMXnRJYkG+EqEbqtJR3zCwUwlCgNfVaLc0klhQqISM7fQVYDQRFAdiGlWDN58tcey+KrlSG/QScEtBs40UWTQtg7Q+AOG/RWE1iqjV7y2hLEvpNsg2iACp303izTK1r8fuIz0uvpaiMhqSyccIAd22EgOb3h+RK1p8+zWbbEnn4ptlpvc1yOY7kE8oD3rUN5Wc+tN/WSBfNigOWn3WQRVDX2Vs9wH05Hk6W0vkyh8A2UWEr2JodcBWExQRiF5fw8Hp63SMASZ4X4LgTTCmyBRdBsa7rNxYI4kdoniAYmmdqb1VXvt2TDbXw03HIMrbTA+vlxB4BofvLaLHb4CvQzRHpztGHEVYjoeTdigMjbM2XyflXscyd+D5aqXeaXRZm9tg310zyuulHxMHDrL/ngXeeOI8hSGDjaUbkECzDn4vxnY0cuUcxeEC6fQs7VoD1x0BsaUWC+LWfRIQvMGBU5/kwgsm7fYwmfR1Ja4l0nTbPaorSrV06oDL898YpbHZJpNPkS2lqa83WL62ShRG7Do2xe4TO9VEb+4BVPXm6AMJX//3T+D3Amz3dntDSsnq7AZDOwaYPlIAeQbEIOgjfZ+aZh/vYyhgsbW/j7W4gkpYE6XRYf8kmO/ElKRzKU586CSt1Vm8wCHoqerl6MwkkixPfGGNgTGNwHdYW9RJIoHtOozvGWVzaZHBsYTxPQMsXl0gkw0JejEbS4JUxiRfjknlcoxO9Vi6YTI8JcmXLQLPYHNFp9WQDE5k2XHHg+zYN8nw9CC9joebfndl6kchfpxg/DWJ+YuLtLba7DhwuxS4sbiFYZtomoabtqmt1gn9ENM2SWVdVm+uf98JRmOzyfzFRUojRSzbp1haw+v1pYIBJ+PQ3GzRqDapjJYhusbG7CtMzgTYTo9GbQDl9RACLpYN3aaksWXipjfBCNQKIlJUQhleVGI+/Z7n4pVVVudUOyFJBLoBuaLfV4KEXDFma82ktqFRXZGMTWuQGP0yugVSOTgGPZ/h0RZRaIDQCAKDXLHL6kKeyohHFKlTCoOEJEkIA6noZIGOrofsPNjh0hsdbDvExyWViQkDweqsh9dp0NhsszyfwXFDJmbatOoWUkIUJFQmYgwrwbIlgadhuwmGGZIkDl7Xw+9ZpPQWaGlFm8NWJgSoFaHlAnEXpNvXX1hnbaHA2kJIefiWPokyFqtvONTXA8amlZBTriwZGAHTCtF1gbelIbSEXkdTwDo07LSOndIJQ0gSA41NhFGm266w61CLx7+QRTc6XHkzzcVX04zsCMkWImqbOhM7PYJA49i9HZy0oDiQcO2sybkXUyzftHEzMelcTK+jMTHj0WkaSAleTyM/5LProKKE6ob6kokglU1obMHCVZuDp9qQFEEEfUpyWmlaAMK+H9n7CxAb3GZ8xIADxm7VQvGfBCnweluISEPX4aM/v4XlJFw9m6K6YoJQVN19x7s8+FM2N85n8LoJwztgfVFj8cYuysMN8sU2Gi2un0+xOu+SINmxjz4AVKj9xwugDzJ9oEGjGjAwWcewRD+RnleiVbcaMtIGY7CvDGpDXId4Fjp/rFhBsgfGNLuOTqEZGhsLm9TXPUQcUSzf4I5H7sNrvMbiNY3iUIRhClr1kF7L5+Apl8P3FECu0Fr9JptLdZZnmyRxgmEZlEYKTO4dY+bYfjbm6jhX57n0ugJIuhmHow8e5EOf/+C2IyookORHfukhTNvk6T9+HtNU1Z0kcYgSGN+VYKfSCOExva/O5rKkMlpHCFfJj98KkYdknV2HPE586AivfO0NGvoI+eImSVRl+WYXXY84dDpDdfM4mYEhhqdmqa9tMTxU4/CJdYZ33GBkZi977r4HJ/U2o7Z+HH3wIHMXFrj40lXSuRSZQprQD9laq5OvZHnob92PnesgO+cVlVkr3k6ApIRkFswJSP0Sgg5El9T9EFkw9iP08nuOl1bmAKXhIYqjFeLYQdc1hKbx4ter9NoRQxMRiRjHdGqs3FxDN3V0XcO2e3TbmpJ/iU1KQy2qKzG6IahvSAzDY2WhQixTDE7UaNUyVNcMkAapnM2pT0xQHDvNtTdXuXnmeQDylRzHHjzEyY8df8d9/FGIHycYf00iClTvWnubW14cRei6euk0XSMMom2HPQChCUI/eNe23m/7URiTsQw0LUJoMUn09kFH8bqTWKnpJRKkDDCdW6Xqt/t/3FJwRJX3toWMTKCtQF6y12d1qAi8iDhWfyQ0to28ZH+bWt9LLUkEUXir5N3ftgSEEpJS10hu24nLRAk8aZrEMBUQ8pb0gTIMk/RZmyRSYNoJQkv6dFAdKSN0A/xuQhJHyEQShxqGmaAbkjhSxmO3jlH055Rk+zbIbXChTMTtD9wqz3533LJVRIAMiYJYAQVNbl9fwLQjipUew+M+TipGyFty14I4NohjgaEFaLpANyVJLAg8QwEoCdV1FgkyiQl8ieVopPJpDMtESomUCVEoiCJBHAoGx0MqoyGWDc2aTRzpnHigi+1KNpZ0Bid8Oi2dS6+lOflgk9VFk1Qm4eVv58iVYkxbnbfo3zcp1TMrEMoFMvFAq6KAxJMgDARh/3HSkfqIOj9h9Y/fVkwPYSiEf190K0lCdCDwHWw35tFf3GJ9ucnavEUU6ZSHIsZ29pDaGMaVkJnDHuVhwdpiwOtPWUShweCozfjOmF7PJvATDLOJJj0F9iXsA/808BMKhZsUyz1E/DL4t4z/cmqCEn2urzYJ9p0KexC+2dddMPv3OVaVjrCJbh5h5tg0YzPDNKttDG0D0y1yz8/9Iguvz/H6Uz1mLyb43S6FUpsPfMLj6L0Rtr6A1/TZmI9p1hzsVAbd0An9kNUb63RqHfaf3sv47nEyg0eZOHoXQsDw9CDDU+8NBnfTDh//5UeQiSQMY4Z3DODmXHJFCxG9BPEiQvMwjDaRDzLREfbhPtPm1uupnmNdi/nQ5x9iaMcAZ546z+biGoIm6eImbsrAj4/TW7ewHThweprxyVUGh9cJfQ8nU2DPHT7wJ8jOJUj9HEJLv+M4f/L/+BEm9o1x7pkLtGoddEPjjkcOc8fDRxjfM6qA5PZD4D8BUVXdH2JVxdAqCPfTCD0LZLexFt8zjF1gHlYVK324v02IfB8hOgitxPJN8NoegReSdHyEgDitcDwLF2tMzMCeo+B1E6TU0HWNMJDMX27Tqpf5mf/Lx0kV72ZzYRahaQxN7+WNp9Z54S/PkM6lGBiv9MHaTb79B0+ztVbn43/vYSW+9iMSP04w/ppEvpJDN3QCL8By1Ko/nU+zsVgllXUJvBAnbWP2M9gkUQZf+e9Tmz5TzJAppGnXOqRzeQIvhe10t0FhYRChGzp2ygbZQ9MMnPQIKzdWkVKg6yGRNFDc8hgpVeKTysR9QJUFcl0NQFpBlSrDM9yyiq6M5XHTAq+rQIFCSALPQBCAAL8jsGyJ7Uoy26cUqb6uUEwCJ22haRq+b5HOdIlCJZXtdSziSKPTMikNRiSxSph0Q6Driq4pZYymQWPDIoosklgiCNA0Hd8TDIzbWG4G0zbI5D26LZtOU8NNh3hdpUTa6yoX0ThSfX8pBTJR4jwIMKwYsJFSo1ErE/lLtBom6axGpmDiph2FhE86qIkpR76SJpUWtBsJhYq6psOTPSZ3b+GkPEwrIluIMMwIibbdX9fNiFQmQTeVZoZtS0yrQ+ibeD0T0wpAs9DkMkNjLVZmE2YONwh7GrliyIE72pSGAgWSC2BwXOFKvK5GFMbU1jVSWdh5oMPwhKAyGnHtnMP4Lg9Nh8pQxOhOnwuvpPE9QSankq5bqs+GoTQxdMslX/GUsJaxp7/CdFUVQCvdfkD1MWXJrb+XHLLdR/prmFaZqKNYHFFooWkxg2MxQ+MdoshCygShCXS9x8yhgFQmxrRgbKfByFTEK08O0agadNsx60sh49OSViPG93RsO+qX1WOQUB5qkc23SGV8BBKSW8n0Vv+4DHU+elk959HNfnJRUu0EPQ9JAygqJkN0DawSbsbFzbgQNcDaj9BTTO4fY2Jmlm5bI+zMks5FfaqmUAyYcAPbTVGyHepVNQboKRvbsahtNFm+vsKugzHFkV2Upg5/X2OCEILxPaMUBnIM7hhA1zVkdFNVKkWeROapb/rs2OOjCUPdH23gNhND9uXYtSK6oXP8ocMc+eCBPkBd8NJXX+e5L71MJTa31yRjk1eZ3rNIqzlAbdNjx9C4SjhlD8LXCZtZbly5g1atg+0qDZ5cOcs9P3mSkx89RqfRxbTN72LKaOB8HIwdSP9V9WwJF8zTCOsE4u1Vl+8zhNAh9dPInqF8cpI1APKlBESWjbVxZs+vksq6ZIsZGtUW7XoHr6dTqATsOhhw8N48mew4veYanaZH6CtQtBAm4/um2HP676HpWSYP3g3AzbfmOfPUUwyMl9+hYTQ4UaGTT3H2qfPsP7Wbib2jitV36xodmiBX+q8TUvxvFT9OMP6axI6D44xMD7F8bZXJ/WMIIRicrLC5tEW31SMMInYcmEDrVzTW5zYpDubZc+J7aEb0w0nZHLp/P0/852fJD+RYW5li197XVeIQmXTqXQpDeXKltALhGdNMHPoAbz7zDbbW85QH69TrZdVnTrq06ybZYh9gpY8BEcgGmA8ghAPmUaT/3LZVdGm4wMFTDs/+hYdpCTWQ+halIR/bTlidsxnfGVAeTqiMaopyJoRaxWo2yA6FSoVMIUOjmiad6WKYIbqeUNtME8eSldkU5aEemhBYjkDTBU5aJ/QjCpWIblvjzIs54jhPp+XhptaJwiK5ksneO7IYpsbghEDQ4NwLA7z1ksO9H69jWmDZJlurBr1dBk4qwbRiokgnikyCXoCT1rAsDd+XXD3b5ukvOdzzoZDm1ha+Z5Arwfgui8qYg2MFgAHGLgqDefbckeHVx5tkcgnDkwm7DjZJEoP6hk27aXDgZBc3I4GQKEhYnjVJZ1W1Jo4EmysmuWKMm5Y4KR/bVcmIbloQPsPAcA9dc3j40x5BL6Q02CHwYGNZYTYMI6E0FOBmYjQ9QawYzBzukC3EGKak21bMk9V5izeeyXLuBUlpSOEeduzxOPdihrAQY5j96lKiKiOtmsGBkzETeywwD6ukU0pIbqpnxrwtHiSs48jwtb4JWeGdD69sKhaJSLBSRXr1Co69RhgaxLGBpsfIREMQo2kJEh1dC0jlJPVNA6+rY9oWA6Me935shae+PE6vYyKTmP2nPBauVli6HjK5O+yrXYKmWYzuWMHrGJQGAjQ6bFNs+8Jw0AWpq2eUXt/bJN1vtVigz0ByAWgBGaWvEbzeP6cYNAPMQ2qCtO6C8BJpdxGcFshQabNISOKAOJJYtk4ie1h2l8BXE6zSJbHxW7NE0T5M4/tLLm7F7jumKY0UWbu5zvDOHCK+2T/2DJ1mxNy1gKP3baqKTVJVdHNjqn8fF9U9NfZvb0/XlXkbwP5Tu3nj8XPU1hqUhgvoRsDw6A0C36FVk5iOSWWs36IQLvWqxcr1L/C1P75Gt+WoBVQly50fPcbpR+/EtMz3NfsSQlMVB/Owqmgg/jfT+Le3qWUg9beV4Vo8B8TsPp2n8o1XOfP0RWSSYLkWjfUmvVaPOIpB6tiuYP5KyOguSTbv4hYmcfNdsrkqvlfGKd5DbTNDuwG5t+XYV169TuiH7ymQmM6l2Fio8vSfPE/oR2wsVPuVSHWNTn7sOHf/xInvG/D/3yp+nGD8NQnTMnnk8x/gy//T17l5bp78QA7TNkjlXDbmN8lVsqRyLrX1Bo2NJm7W4aGfv3/7Zf5+4uRHjrF0dYUrr16ntZnDtoYYGF4k9KE4mGfXkRQiuQb6EML9JAdOTzJ3YZWXnmhw1wNNCpVlui2dbiemONhjcreJYY0AQvWczSMI+161M30CnA+B91WImyCKfORvj7O5com3XpRsrVnEkSCOUmQLASM7Au64v8XQeIRhBLRbkm6nSLpyiHTlQfCfRkuuMXM0y9yFNJqxzsBAi8DXyOTqRFEXzYB2M0u+nCiwpWxSqAhcN6DXgW9/ocyFV3NoesDWao/yoE5psMm9H4ehsTp4bzCxc410OuHRv7NJo6bhtUHXA7bWBbV1k3w5RXmoSRxJ4ihA0zbJFk2yBYdYGtx4S/LYH7hcflMwMlGhMlJn8ZrOwjWbbCHm+Ae2OHxKUBm11MpI5Lj3o03WFzrMX9E5fLqLkwpI4gDTEuTLkMoIdCNBJpJeR9KuS25cTFPfMNh1qIebUloWgxMBqQxATBi4mKbSOBBaDicdYZoBMg4pDwWszJt0Wxq6LhmeDPpmSwLLVrb2cSjQNEWp1XXJ2efTXD2TVq2YBDQNZi86TO/3aG4ZLN60cVIJ6UxMGOrUNiym9gke/uwWul4BbDXByq1+2fqTCPE25UxjH1gfhOApiGsgCmz7lAgXnJ9Qrpz+18kUDMKege10kFJpdAgt2U40VAlZqSMOT8KNCwb1TUG7aTI61WNgeJO3Xspy5O4a03t67D4S8JXf97l5wSBfkViWjZuJMMweUaRhu/3W1TZGQ+mUQD/ZiK/3e/79hEPoCjuiDwFRH/C7opIS2e63yXx1Xu3/L0lGU3bmxpMQvsq2hTwGiIhEmkSBkib3PQvHbWM7XQIvBSIhk23RaUEneIji+2AK3i/S+TQP/637+dr/8jhzb10mX+igmwVa9R5RKP9/7P13kF3XnecJfs719/l8L70DEgnvCJCgtyIpUaIob6ukqmpXpne6ZqJrpjemY/aPjZ2dmY3t6N2NmN6pqe7q6p4uqYzKyZMSKTrRgyQI7xNI7zOff/ddd/aPczMTIECnUsms8ItABJn58t5zzTvnd36/r2HTg5vIlNLAjGp9hheTJGoVtALC/eRVLY0rY2BbH3d9+lZ+/NevMHGmwfC2EE1UmJ9SzrOb9wytL6aVxSqnDy/TUawyus+hsjrI8vQKY8cmOPrsKZ7/q1f4yG89wK7bt5LOv7tCsRDXYjl+0hBCKFaMMQhAyoZ7Pmvw+g+PEfgBi5PLNCpNlZTqGrmOEvnOMo2az5vP1Sj2Sjp7JbbbwG8XuHzxEFKWiOMGURhfda7KUg3LsZDSR2l5WFdpf/jtgDd+eJTB7QP0b+3FtAziKGZlrswzf/YCuq5zx2O3/NSu/f2EkHKtg/yrEdVqlXw+T6VSIZd7/4vvL0rMjy/y1jMnOHv4AmEQke3IkO/M0qw2WZmvoGmCzXuHOfChvdeV8H6vaNZaHHvuFMeeP4XXKLNp2yz7bq/Tu8nCSWeSJOEOhN4PKG2OEy+c4cIbL5FJn6BvaI5Cp0mhyyRXstXEqhUR1m1g3XbVZCOlhPA4sv1asgOQLC/keOK/zPHMX81TXQmJQ9iyD+75WIW9ty+RLQQ0aybnjnby6nPbGdq5n0///ucplKpI/xXwDxM0T9BuVKmsRMRhiJMKEJpOo7kTu/Q79A5MqcQmnADZxg/SnDs+wDf/Yz/z48u0Wy1KPTp77nC47cE62/YtI2iCVOj3KJJUlxvMjmuJERGkMjFzEzZvPF9gy25J35aIoc1VSr0+bsbGTO3kwukdfOdPalw4FhFHMTIOkOEcjtui0NnGMGJVQu22+cK/yLN56znFqBAZquUik+dWGBhZQkpBGCpti1QmUUfEoNWIuXjS5Km/6mBh2kLTJflSwOCWNkNbfTbvaNHZH2JaEk1XTrqIEsgmUjZoNSTVVUD6BG2YHbcTFdAggdgoO3Fl5iQUFdcXeC2Nv/33nVw+45DOxkycd0hlIgZH2+Q6QtxMjO8Jpi/b1MsmTspieKfG6P4CD375LlWVkGUg2bFbt6tFKjyOjOYAE2GMIo3tiPAU0n8tEWYTYGxVu2f/DYVliFsgl4mjKqHfwPcEYaD8OXQzhZsBnRpoBSqrLpdOafh+hvpqGa/eoqPHw2uYvP78bkpdqwzvaPHg5wwWJ+c5+lKKs0cyhGHI1r017v7YCrkOZV2vkgobxFpp3lLVDNEBRp/CivjHE4XSUdCu0M8PTiXYjDVVSV21/nBU1U/vgfQ/V6DX+v+TMBBcOm1y+YxJ27PJFHQKpSpbdjdptbKcPHI/xdIc6WwZKQWzE1kmxwb4zB/8S7Id13c8lbKtBMWQoHVdI4o3cWaao0/+FReOvImUOUp9NvvuzrP3zhyGIZVhXXhBJVnmLWDtR1i3I4zN7zrfSCk5e/gCR587SWPlNHd86GXQe+kaGqDU17H+uVOvnGN5apHh7W2Ov34/h5/2mR2bV5ioULVihnYMMLJ/E5/6rz561d/+rKNZa/Fv/9kfsjCxxPSFWYQQOCmbdD5FupAm8DyalUu4abj9Ixq3PWywstzLwvQWqpUu5i4tUOjO8Y//p1+7ynzy+//hLzn8vefYvLMNCPV+aT0JZinNi3/3GpqucecnDl1TnVmYXMJJWfyT//kr635QP2l8kDX0RgXjlyx6NnXxyD/6EA986S7CRCBHN1Sfv1X30HTt70VZSmVd7njsFm796AG8hodpm4l6YAuEdfWuElVZWeuteo02uh5iu0LtvojUrka41/gTRFGkerFihHRhD5pQAkqduTS/8T8KPv/f16gsLqGbLmdfm+BHX3uW1WqKdMGk1bBIZ5vsvj3kzOEFvvtHT/LY732YbOFTaNEsplPBTO/AyEYEbQ/D8rGMgE69hcikENZXid0vq5I1MRZp9g2m2HHXt2mXf0DMIIbpYqdcGtWYpncG134DDRe0DmS4yMSFLJVljWwhAGETy4idNzexUoJXf7SZffd30r8rhW3HEF0AYzfPfbuLlQVoNxewUzZLs2WEyEJnmlRugTBQY5kd13j8TyN+61/lSGUBLU2uewd7Cj9S9PxIIIwUmuYmaNIG0GZhpovvf82isiwodQfEUkNInZnLiUT4ZyCKPCXWJdS1KEyAhyBNKuPhpiWBbxGHTTr7I5r1LLYDphXSrCr6XmVZo9WwMMyAVkOwuqhTXjTpG/Zx05J8MUJKMCxJedlgcQZqVYNCZ0C2qPG5f57i5BtbOHdylIcz/wQpo6SvbyKEg/TfRLb+OAFvGoShTxw9hW7vwMh9FVL7k563rtb15v8GBGDsVW0zGaHFPpY5iZmy8MQXMVM7MJ0Msvl30P4RGNtotJaprFyi0J3DdiEOQtx0gOzU6B1qM3vZV++8fYieTW/xkaE6D3y6RtBu4LhaIqSlowCbid+JyCtND9kGpMJfWHeoCkvza0lVqnvji3CF2yfCUImVtkFFRToqsfC+Cfow9arB9/+0l/PHBXEk0XShsEYG3PlIzIF72yzODzMzsR3T9IkiwYW3Zjn00YPXJBdSxsh4GfzXlKx+vKjGrHUgzTsQzn3r3/fhnQMMjdxKa+k8kdyMmzWvApwrmXcUxir7B2jvULV4ewgh2HFogO03d9Bq3I4ZhBhGXWFykmg329SWV+kaaOO3HcZOhcxcmCWVdbEciziOqS7XyJYyTJye5Nk/f5zP/NcfQei5a9Q9fxbhZhx23raVldky+VKWXGcWXdfXF30hDGrlHM2GzuGnc2DvQ+m+KBXlZt3j/i/euZ5cSOkjm99k69Y/500tpFkRpLKW+g7LBsQrlCujNGstdt669bqtn1JfB5PnZpg8M82On6Ew140E45c0bNfGdjcWe03TPrBq57uFbuhXlxrFu4OEdF2/zvkNeFtCEkURJ188y5GnT7A4uZSg2Xs48KG97L5z+/qXw01ncdNZwiDkzGs/wkm76FY3Xb3HGdn2FvnCEnEccfPtGq8/W+SP/uACo/tsHvjEcQy7j/nJS0TtCXL5CrYbEaVdUlkXrfU9MA+haYZy7UwijlYx4ycx04tIOU95yef8YZNzx1Js2bXI4BaNfLGNnSpTXdUoL2nkiqjjEIKUNKoGg1tqHHtplktvzbJ7fx2CxHa+Pcn+2wZolPuYG4NWrUkcKTfEfHEVXZfUVk0sB0q9MQtTTS6cTLP/LicBAJ4A6SOEmTi2+mrx0XSIU0CL+SmfhekMvUNNDFsCEZYt0XRJoRSjaTG1soGUynRNJYBN1M5bsVYEMaYZII2YKNJIZT3FaRFgp1TP381oZPJtHFdimIJ6RS1ypi0RmsSwYsWYAVp1jfKSyeKMhVfX6eyPmBmrMLL9OPmKwlgIoa+/XzK8jGz+NRBQr/czO7bIymwTgU9n31OkC8cp9m/DNCsoQHEb4jkwDiXXIFUlI5qCuIqQZVxTIvRfB25GGANI3wB0Ono6sNxpWvUyrruCpms4KZPFuQ7CqIjXjNh32wwiOqfUHIO3sKyGogLKSD3XdUfXJNGQDZAFoAXaEAgNofci9CzS/SgynlMJp9a30UqIZ9XfCyMxULtygbBBNCAuI0WOJ7+R5fTrEf2jxjptU0rJ3LjBi4+nMMxQeVMIl/JSzMLkEl1Dndz6yIH1I0oZQ3AE2X4Z2i+r6oPIKmaE3qsqSt43kfECpL6IEMku2tiJk0kAqVdWYEBhQmgi7I+9Y0vk7SGjeWT7pQTs7eFqLph20gLLJImaB9FFNm0bI50JqFVKdPe8RWdvjjBSeAtNU/eh1LPCnQ/Pk0m/RHPmVVKFfoVdse9UuK+/R0jpq7EI5z2TFiEENz2wh1e++8Y6OH6NPxWFEY1Kg4FtfTTrHqsLTWYuVnCzPs1Kk8AP2XffTg48uDc5b4hs/g00v87Ijhp7buvmrRcgXwopdNYQIkt5eZX56bPkShlKA8Xrjkk3VDIetH+2viU3Eowb8TOLOI559i9f4uVvH0bTdPJdOZCSyycmGT81yep8mbs/fdtVGXh1ucbqXJlcZ5Yde19ix76X0fWQRt2kXY9JZTwe/HSdXZPPcub4bqYvTDA7vsLIzho9fU1iqeO3NbxmgziqkSm8iGY/j3AeWD+HlBKafwPhKSRpZi5rzIy1SWVq3HLfErYTsbpoYRo1NK1JvZxSGz1tjaIbABF+W5DKNukZSDNxzkDGZeXFgg3CZPPWWYiWqC33cuIVHd1QE2M66xMGG4uFkxI0AsnCtK0YMlJAtMKGsZfHBvVXS5IMjdqKpFnTqVV0Bjb7CE0VOGQMYSgIAoGur+EFwoStkhxD1lF9XRMhRELnlZhmQBxraFqIY0rCELSmoh8HvsR2I3qHJLtvbXDptINpKxCnaUvmxk2mx5wk+YjJlwLiSPD8t2J2Hapz3xervD2kfxhklcpqD2cPn6dVV2JRuukAizjmGyxcmqd75JBiUYRH1XVoPSCGlcpjdEEdbM2OOxxDNr8O9hxYd4PeDfE0bnqIga29XD5+jKgdke/UiGPBpVNZxs82Gd1XYvednvLKEYWEDbWUJBc6iKJqYST9cMWU8kAuJkBUVZ2Q7R8rgTl9QGEpostJAjSjPiMySvdDlhNG1HVCpJi7XOHC8QzdQ20cNwapqK6CmL7hgEunDc4dN+geep2FmQKNSh87bt3K/V9Qao+teotzb4wxd/5pRHSMTdt9tuxcRDcyQAThWfUuG9uVamrwGoT7FQAXEHoJaX8IvO8oHRCtW72PspJIal9rdPZOIaMZZOO/JIyOYgISbSbJVuIrFE1CNIWplXHdkJXFHK1Gnp03TdI7lOaVp1yW57MEQciWPRVuu3+STC5iYUrSqGmkcmtWBJch/Ws/UZIh41Vk+xUI3lDtN81BmreoNrF2/cUcYNvNW7jjsVv45r97gpXZVUzLVGwyoNjfwfZbRhMGHuSKWYIgoH9bH/vv28Weu3asMwUJz4H/HMgI3erko181yRZjTryiMXUhQsomuVKOez8uOXeyn1bNu+5Gs1X3MG2D3AfA5P004kaCcSN+ZjF+aorXHj9CvjO/btQDkC1mWJkr8/K3X2fL/k30j25UFoSmITRBJrvCtt2HAaiWi9RX68jYoN220Q2PodFF0BeYuyS5eKzJ9HkNw+5geBuM7I6wnFjJ+lptXOdJpHUQoSWI8+giBIcBi1o1zeXTdQzTJoxSSNkgV1ih7eWJY40o9Imlw4ZDp1S7Ztb+6YQhyDhged4gjgSmHZLJh5ip7bipWe56ZI5jL3ahSutsOKRqBkII3IxLoxKuOymqGyHU4YWbgPwSoJeUqCRBohtQXTXIlzbGJmNBq6HRbmmceTPNvR8v47fBdiRKETNOjuURRTr1qouMlNGS19Io9fgYVnSVn4euQ62sE7Q1sh0hph1z8N4642ddBMqZtdUEBNz98TKZnHKFNG3JyoJJdVnnwjGLm+59Crn/H6/3+6WMITyDJMulE5N4zTaF7jxCgJuq0dHpITSb1YWAiCbDuwZBdALNBFxoJsmAtYGFEC3lQSE6oP0cwtwFzieRzT+D4FWGRjyKhRVq5ZhaxeT4q93MjOe47SM57vlkJ+lCHwSvqARMpJNnpoPmJudIBMFkHcUG0ZQZl2yrREfEKqGQUmErtC6lDOl+DqFlkVjQ+nYC3rzet0Z5dhCtMHNR4DU0eobWzLeC5P2LgZBiN9RWM3z6dwJsdwnMDrJ9d6MZXUydm+H7f/wUcxcvI8OLSHSqSxVM3aNzsINM3lBt0HBcCZdpRQjnkP5RhLnBPBH2h0C4yPaPExxMpJID+16E8xGE9t4LmJQS2Xo8ESvbpu4LAFl17vCcSlaiBYim0cw9NDzB5bNl0vkM8xM5+jfVuenOcZ7+5m5Cr8I9H13ETduUV7ppNqrEMpNIzCt6K/52WAOYv8+Q0TKy+X8k71ZOPe+4Bd53keEpSP0GQu+57t8KIXjs9z7C5JlpJs5M46RtDEvZvBd7CgRtpfj32O9+mJsf3kcURhimcU17QwbHlEaMALCwXcGDn9O59SHJwpQGcYWuoU5yJQv3+wM899eXyHdm1+UKAOJYMj++yMi+YQa2vU+dj59S3EgwbsTPLM6+dh6/5ZMfvfYlX7eNfuPiVQlGvjNL35Yeerq+hWl51KsdhH5AHMXopoGMY4K2hcTn8slFnv9WCklMKh0TRRZnj0D/SMxDn/fp7I1Yns/Qn1tFD06BfScA0j+mdo5aB8szNUI/JpNXX9B6zaWzRyOdbVIt57FTZfKFJkLLEoUSXU+4/ug4qZBW0+DyGcnuQ00aFdUy8L2YwIuIRIid3UKnPEPvsM+lUyFRFLE0qzE0GqHrgnTexbBz6EaDgREfEj0R9N7EgwHARi10NqrNodGoplia70bKmJV5k8CHQklNYoEvkFJw/BWT7Qca9G0OaDagUDIUeBXFCCivaMioSRRpzI07VFZ0ZvMmuw81sRzl5GiakMnHWI4yRmvWNVwp6RsOOHhPjWe+2UEmHzGyq8Ut9zWwHKVrUuhU4NKlOZPzx1wqqwanX11iz+1/gLRuUbt7Yw/IiHq5RW2lTqaQXu8WpNIVhJDEsY5p6yxMLDGwrQ9dKybeEvPQXlWler2bjdU6TgzTOiBcVAumdZu6f3EdEdfJ5AJSOY180yXbNcz9X9hEoWutDG4qKXLnUXWM5tfVQiNcFDUgpypM4SWIzqAqGR3AgmoPCi1hvOgoqmpNVV3aAjL/HE3LIeO7keEJlTjKULVKQFGx45nkUqoQD6Acitso+mtBfU6uEMeStp+iumIxccFlYDRNZ/cl8L5Bxfs1vvtHT7I4uczAVokhJE7KZfNOn1Yj5NyROnvvzGHZrmqZRQtJq8ZJcEobIYQG9l2qUhFNqGqOVlp3NX5fEc+qJELruyK5WDuBrkCt4ZRKqs2bQe+iazhgee48yzOrIAULkyalnlVMY5aB/YK+EWjUOvBbAZZtki0meBPhApYCBlt3fiAGiWw/qZILfXTjmZAH2QXhBaT3BKR+8x3prm7a4RP//BG+87//kOpyjY7uAoZlsDCxhNdss/eeney/bxeapqFZ7zCuaDm5Bp0N92DIFgTZglDaK6IBIsutj+xjZgzOH7lEtpDBzboEnk95sUrXUIkHf/2eGzTVG/H/v7E4tYzzDgBUIQSWY6kJ5IrQNI2DD+6lNvnniXiYRhytlfmVsqjlWlw6ZfH60wbNusmeWytEoYZmmIQhTI9p/Pg7gk/+Y4OVhQw9IzG6LG+cJEqMmHSHVu0YunHFhBELGnULx2kThHnmphz6Ny3RO+Qzc9kgVxToZgHTbOCkfA4/Y6Fpku0HI+yUhqbFWI5kdcFiZrzCzjtG0Pr6ufPj3cxPVfCaberVDEKT9G020a08M2MBm3flGNk1oxYkrVtpCUTzCdvCVouoyIMMmL28yPf+SzcnXh8kCheorEgaVY25cZuO7pBCKaRRNUjnInxPp7pqU121MEybbKGPoD1FvaIRBjphYK4nRvliRGXFYW4yZnhrhNBDBGCYEsMENxUpxVWhKk23f7iGbgiWZnVGdrVZmDbx25JsPqJZ19ENSfdAQOgL5idsFmd08F9RYlN6EcQLICwif5U4jjHMjcnQtD3iSKDpIOM0vhcQtFvo5jLQ2GBggMJkkEkwDbkNvIBwIZxGRt8AWQP7Q0AM/utoUZlU1iSVnQCrE5UokPhm2AhzO8LYShxNQftZlTRoa6BJmZxnLzifVLLloUiwDR1XtD1cEAHEgUqKguNqV23dqqoBjf+kNBVEWl1T3EBVKRRGpXOwB9ONaXl5XHchwc/ohGFEddVkaSZkcHSFfH6ahUsuSxNFRm86wZk3f8zcpQU27xkim36B/k0LFLunyXfUcNNt5iZiKosaXYM5dQ9lPRlvW71j1/2+WorB85NEXFZj1/qv/3uRRdF2UbgQwLRNdt62jbnLC1w+OcnydEBJ8xjZm2Nom41pLVJZlTRrLfpHe65mSmhZiFfU9fD+GBQyXklYP11XJBdr49PVOxWcVq2cd1H/3HbzFr74332SIz86zsWjl/EaLYr9Hdx0/x5uemD3RivknULLo55/TrWiROFtH4gBD/QhMvmtfOa/HuLI0yc4/uPTNKtNDMvgzk8e4uBD++ge+gBJ4E8pbiQYv6IRhRHlxSpSSgpdOQzToFlr0ag0sVPW+1Z+k1JSWaoS+iGZjgxO6mpQp+81qC1PoOkmdtpaBxlJItZ1A4SLQCMMQpz0xt9HUUR5oUrXcCdpYxi4gNdoEAZSccSFwHQs7JTD8e/G1Csas5MufZub5IsBhtHGMDT6N8P0mMmJw12k82nqFUlU88n0tNREpKUg8sEYwXBmiKNFoKV2pihfkXq1F9s1iMI67XaOTTsD7FRIrWxSr/rU/JgzbxY4e8TmY19ZZni0TRRpSATNmkOjahGFEQuT8+y6JceX/tUn2XVvkae+9iSrcytUqw1q5WVMe4XuQYMD9whWFy0yBY10IYWMlwiiXnTRRgiJDFcRlPE8wff/tJPZqRFKA73UyhGOvUi97NOoCuYnLfyWoNQbcuuDNfJFSRRlOPxMF+NjfXzsd3+fyZf/W5rlZRB2QvlTJlBCVwJdrbpgeU6jo0fHNAFRAq0DwWwCXlMLoZuW3P2xCs26YHXRYHXRUPbs6ikTh0pArbMvwHJi5baKlvTvdwA+RDPoRkAm2yKOc+tMhTjSsNIejXqBWsVF08EQE2qC1/rUrlhGKOn4EFgC0aPwA+ugPB+oQrigFEFF0mowNiWTdwLSjGYThk2oxKLMvcqUDxDOx5Uhnf9WgqHQ1P0SBcUU0frUAkqofvf2HbNIJQt4iAzOIey7FcjV/TRSH4LGv1eJh0xkx9GBFAiTwZFJhrb1cvGYYHjHALrWwPdDmmUd3wuxHY2D97QpdoWUuivUyjWWpjJcePMklpOm1D3L9j3nsO0KzXqeymoG2/Up9TRBW1B4FeLkPnggJcK66X3NAx8oRKLhgY+qwr0tpK/GgEj+W21KTNtkaMcAA1t7mTw7Qat8ljg2WF3waFabNGsu3Zs6Gdm36drjaQ4faLmLV9S7oL0D1V/k1Hsbr76nvPjg9n4Gt/fTrLUIg5BU1sUw33ssMi6D3g9CKsGysKaScZFR727sqURNH0bYH0IIg3Te4J7P3M5tj96MV/ewXOuaOflnGTcSjF+xiOOY48+f5sjTx1mYXAIJ6XwKyzapV5v4LR/TNhk9sJnbPnqQvi3X7zGCkq59/YdHmTg1SRhEpPMp9t27i0OPHMC0JGOv/wXe6nNoWhmkoK87z1wui99sYxpzyQ4N0LJ4fg9CM9h6YAQpJSdfPMORp48ze2kBGS6z5+YFHvhkTKm3RatuUkXDtG2iwOSF70ie+bsUlWWTeiXgpScydPYG9G2K6BmSaLpFo+pw7KWYQpfg5Sd8QnkaN7vA7jt3cOjBEXLuGyBDigM7mRuPiGKJrkt0I8ZJQUyKVHoZx6ngZExMw6ZeyfPSEy7jZ03anpZIk1topsT3l6hXXdpNHa8RIqWP7dQJ6qeJgkF0F3bd9DIrF9/kxe/UWJwRNBsGMhJMnvV59YfgOC7dwyZ775KUegJq5X6mLg7QOzjL8NYathtx+kiK02+m2HVrBa/VZtqM6R5O0dHVZvws1Cs6jZpBrhQzdjJNvhSQ7zRoNXQuHG0SrvzPnH29wbb9bZr18IqnK/BbOkEbGjWTN3+c4vaHaxiGQd+Ig5PNgEwlFEsHEt+Qtge6IUllIgxLErSVxPua/pTfErilGCcVs+tQK9kdhipBMPdAXMPJFknlzmAYU2h6VolkaZI4Mlhd6qFZ9+kf7cDQ50E6CeaiU1lur8lAg6owrGExpK+wCiIHzF2RdKAm77iWYCXaiSaLC8IHY1R5VSSlfKGlIPUVsO5AhmdVkiw6ENZehN6HDE4n/jlrnjNvD+2K323cbyE0hH0rcTSbVCacBKxqq2QHHV1UeORLK3y71c/E2TaWHRCFDbxGhGHq7L8rZmS3gd82AEkm3yAKlxHxNAfvCrjl3vM4bgWvFQNNapU0tXIax23guB5ES+q8up0I492snslPO/RhMPohnFPJ3dsjnlcYDGzFnhJZrmTWaLrOph0mreYtHAweoVGepdBbZmBHiWxpCHElfVbGKnk079hgw7yvSGjDBKxhpa6ORG33Axzz/epPyHBCYVzCU6pNFi2q91fvUQmGLEPsq7HpI5D+p2Duv3r0tvkLYXx2I8H4FQopJc/91cu8+Hevous6hZ487WabI08fp76qqFPbbt5C4AUc+dFxJk5N8al/8TGGd16r1X/61fN8798/SbPaotjXQcYyqJcbPPPnLzJ5ZoJdB97CNo6gaTZRlEeIiHzHArfef5G3XhzDp49UgnZurKyyML3Aztv3sGnvEC996zDPfuMlBFAo1RDxZU6+BkNbMmzdV6OrX/H+56fgmW+aXD5t0GzotJpqtxi2BSvzJl5Dp7Ya078lpLrq0z6lU+wO6BzuI53po1X1+PHfvMLE6V4+8ztbyOcuUOzuodjXyfLMCh3dOj2DcxhGG8ueQcqAKEpjmD5vPBvy1F/pxFJncFsWTWszdrzFxAX41h9389nfjcnm6vier1gqwiWVkTjpNjJcJlj+f/PE12KO/lhipTScNCwvhNRWBUhBrlPDDywuHveZGWswtM1EGlsYP9Uk9EsYZpb+TR71mmRhUvmzjOxp09nXYm4cokCp+LnpWEmZWzBz2aZRs9h+IMZrhOjGKoQrzE2YdPYbdPf71KtK9rvdCmk1Jdl8zPFXUoxfcBndE1AoeVw41mLrAR/HvrKfq9QxpYyRUpDKxZR6AxYmLeJMtK52GfqqitHV77PrFg/VykhtGJZpBUxL0BZf5cJbP6BnsIXlpJm6vIOOznFMfYFsoUj/SEqxDkRKLSB6v6o0BGaikZFSu/C4rhaKeEZJj+uDqv9/VQhlAa6XIEiYFOZWhHVACctpV1fzhNDB3I5IbMOvCr1HtUviGmv05atop7IF2OrnWndCGbaS76cH4VuquqIVQS6zTl8FIEtnb4Uv/TcuZ94scvb1SyxOBew82GR4u8vg1hhtvWAi8H2HVKrO7Q+dIwpCTMvDa2eAFrlCFcdpszRfoLoiGd7RVufTetX4rVsQzsfWdTCUVsmaFs7fT1tCCAvsB5DRX6iWkNajrlEGKtEUVsLyspCNyyrh0/tVUigTczh83OInueOxexLQqK7MzFgGWVSVI9lK/Gv6EtzNBwi9X+GCwkklff72iBeUgJr+3k7VHyRi/yjU/zCpouUSwO2wSjajhaRl46p/1k2Q+jU07ecnKvZecSPB+BWK6fOzvPb9N8mVchS6FNp7dmyeKIwp9XdQXa7Rbrbp6CmQ68wyfnqK577xEr/+P3z2KnCQ12zz7F++SOAFbNo9uKFdkXHId+VYnngedp8lRHH916rEkdSx3Tr7bq/y6tO9LMys6SqkuOlejYe/tER98SQvf+d10lmXjl4L2qcBi1S+yOEfZwmjU+y+pU6hO+TYyybTF3RMS+I1dOJIYFgAipLptSSriwInHdNuRuRLDlsObENYOxAYpDIu+a4c46cmef25vTz02RxaeIadtwjmO2MalSrtpk8z0shkQ2I6yRdjyosRL3yviGVLugbaoLVA62dg6yxLcyET53xe+G6euz9WJVsI0DQLNMnynKC1spltps/JVxc49lKB7mGHZl2wsiCRUZjoVkDgSfIlCH2J3zZZmQ/JFS+Qzm/DdqFdn2RpFvJdKSynzczlkGJfjtF9NuXFFeYnLLIFDyEUBqR7MCCKJBPnXV59SqdQEtz2cA3D8Nl9a8yZN3KYZoVcMUDTJNVVg7ance5ompOv5xna6jN5PoVuRNiOR3l+gt5NGVVCljHEY4DEcaFeERiWZMvuFqYRMzdlU13V1sGeliO585EauQ59HYS3AcoUIAQ3PfhxWq1hXnniLapLVUCQ67C565E0O2+GdGYJwgYKhDkM+naVUGidCVCxqhYY7bJikZg3I1KfgXACuV56t1iXG5deApzsAOdhtNTn19/3OI6ZPj/L6nwF3dAZ2tFPrnT9FqLQikjzJrVAYCmsB8kOXIZXJDyz0H4OGR5TtEfrdvWZuJWUwC3VdokX1lsECKVlkM5F3PIhk1vuK3L55Dz5YoM4EoThlQu/xLY9NC0mX4qZuthB4E8TRjZIizBo4LoNLLvM0lxGUVU1CZnfRjgPr1MwZdyE4LACScaqjSSNmxI1378HI8E8hHADZPspVS1Zq+rovQjnI2DsU/NK6stI73FVmVp7R7QS2B9F2Hep2yIEuI8hhUF1/iWmzp0mCiDfaTKwYxQj9ZmfYKwaWPfCehLUm9z/tQQnRlj3v2eyJROWl3g7mPU6EfsnoPY/KkwYWQWwjZfUe2DeAvG4Urp1PgJ6P+Ltnjy/gHEjwfgVirOvX6RV9+jdrJQEfc9naWoZN+3gpBy8epul6RU6egoIIegZVvS26fNzV1Uxxo6NszS1zMC2vmsQ1JZt0rF5jqAdoFmpq4vEcQMhTDq62tzzWIzp9oOA3k0OPUMWIj7P2ePPU18NGNk3nEw8nur5A6aV4ntf383qSsw9H/d57jtLLMzYLC+46IaPaa05ZQriWOJ7OpatM33JJluI2XrLTjRr51XjNUydQnee069Oc9env0Iqs4QZTTOwH6pzR5Dt5zDNMog8vudQW5njzJsulRU9kezVksWpRr4zTbGnzvQlm7HTDtmiRr7TxXZjyosh85MpHv1HReAEp15z0EREKqMxcS4mbEuCQGBaqjXTakqa1TaGBe2WRuAL2k2fTCEk8NrYbkyrYdJuRUgp8eohc+MeuWIWTYNSn0t1JYXvNendZKBbGWRokS3qTJxtsOvmCnd/dBHw2HeHTr7YolmXLExZVFZ0jr+SwvcNBDC4pYXjxMxNSOYnc6RyJoUuyaNfBTdjKLO5WLU6NF3DToGuqXV00842xd6A5TmTMNDI5CPcdEQ6J4G0WkxlK3FJFar8ax5CN1zu/tRt7L9vN+MnJ/HbIdmONJv3DGDo08jwIjT/Wv291q0YHNEiqnQNqnzcAakvIMy9oA8pfQ8zrXak4WU1cUcXk7JzpN41HJAhUkYIoTM/vshTX3ueidNTBJ6yuc+WMhz40F7u+extV0k5r4VwPqoUMtsvKPCmTOir6/RiW9EztbyqwnjfRQYnwP38Bv6BrNpBx4sblRoSbwopQU6rsrheZ2WhRbErwnbqxJEBQqLrEWGooes6pttD/7ZuZHuWoNVKyvo2USjJFSQdfVtwC90gA4R1xxXJRQPZ+M9K6VPYamGXEtpPIsPjiqb5HlLg7xRCCMVGMW+C8LzCO4iMqgyJjVaCsG5SlafwnGrHCReM7cpo7IqIQo0Xv9vJm0/2UV1S1TTTUS60D33VpW/kvcekrAvOI/3X1ZhYk9JfUvTntdBKCOdRJeL1TseK5pSmS4Knkfogwro1Ma+7NtmQ0Rw0/6NqU4k+0NYcaSOU0N4pMEZUpU8f2KDY/4LHjQTjVyhW58pYtrWeFLQ9nyCISGXUDkk3dZq11vrn3YyD7wXUV+tXHae+2lBS0O8AVMp2NPGaOkYqxjCu/DL5IJSSpJvy2Xtf4eo/jG1ifw7D7E7EntY09zfSFDetc+mUw967Rpk49xaBD7phYDsBuqHhNSVhINdFHaNQJ10w6OyLcdPX70mmci7lhQqNSpN0bhiMYQSQ67yAX8tTnl1m8oKkUfVBwuk3DZp1kDJRcZQhRHNoQmPr3oBGtcDitGT8jIFhp/CaMZmCzn2f7mLLniaEkqV5HTet9CuadUCTivFnb1xyFEgsV6AJiAJBFIFttgm8gDgWeM2IZjXE92P8VozfriMEtD2hjq11IGKPBz61xMjOFpoOzZpk8qJg886AbIdylUxlJEPbmkQhBL7G1JjF6qJBZVkpfy5MW6wu6PieAGFgWuCmQ257cIqhUZkg201UvzrEsiGKVGFD06FQiskW2sSxoFETTI/Z5Aox/SMBlj2dLHi6YskIG3GFWFO2I8Pee5QbZxRGzI7N025pZAoH6OxsINqPQzijqhAiDWSS6oSScCeaBufhK2SabXC/hKz/EfgvonAQKdTu2FEVDP9ZpN5NuXIz3/x3jzN3aYGeTV2ksi5xHFOer/D8X79M4Ad8+DfuvybJFloW0r8F5kFk+0cQXAC8jb65eZOqqsgAlTR0qAWt/QwY+5ShmyypdovcltCTl9XnhVAVGmsXwv08uR6DpUuTjF9wKfX62I4CJ1dWszQrTTbvaOHmhsnafbQr07iZBWqryubdyRTJ5CPM1BCwCuY21UICpSBZ+yNofw+FNdBUiV7vAX0LRFPI1rcg8y/e1+78nUJoabAOvPtnhL0u9vVO8dw3XubFv3uNbDHDpj370HSNVt3j4tEJaquP88V/9al39SeRUiLbzyuPItlKsDqAXEjaEbchjGGV6Bk73lXvQwbnka0/T97nhJkTHkeGJ8G6D9xPXnPPpP+mur/YG8kFJEDkgkq8ZVv9LK4k7JJf/LiRYPwKRSrnEgYbUrGGoaPrGlEYY5goyucVtCklc6thuVeXAW3XQkpJHMfrMr1XhteySGdaV3sVAGt9eiEkQr9eaTEEvZMwjNT/CgVWuzJ8LyaV00nnDQwTvNbaRwSWoyoSQTtWTJMIOnpMhnakENQJQ43r5USBF2BYBvbbrjOWKV74doNiyUdgku2wEBJMU9KsSZZnJZ39IZogQanbpDIxQ9skuu6z46CkHaToGXbZcXOWnk02Ilb3P5WJqS6rScayASkUOyROKrESNF2Ja60t1JoGcWQgZUR5MaJehnTOoGfYYX7cIwgkYycaBH6Im9boH6nz0Odb9I9YLM26RKEg11Hj5nuWKfVIBBqKWx+RzoLfVgDNjq6Avbc18NuC73+ti9nLFk4qJtcBkpjaakxtVfDak2kGRspoWg21+xdABiGaCGJ8XyTXoQS/fE9gmpJ8R8TkmEOu2KbYnbAFgpNgboXUb15l7w1q8j/z2gVe+e7rzI4tJB48Npv39PKhT3RRKp5GAU3bQBPQFL3RGFEgweC06lez9loNIs0tqq8tbbVDlIkymCxDsAzRf+TsazVmLswxsncYTVfvuaZpFPs60A2do8+e5MCH9l6X/ieEC/btCPt2dQ1xFVn7NwkxpEPpK0RTCSYjcV/1noTM7yvQaXRB0TiNLWqRii6ArINxEJH6BJh7EMKltOnDSP91wsszjJ1MY5h54liCDBnZDVa6hGYVAIGd3Ylt+2TyoaoWrEnFyzkQRYT9IEJoCabhW+A/ru6J1pE8Wy8BwjYV6yccV8mPuS25xjrSPwr+86pCRKw8Sux7EdYBxE8RK6BE2c4ig6MsT41z5Icz5EudFHp71rUu3IzDpt2DXDoxybHnT/GhL72L0FY0Ad7jgLnujKpOpFRfCc+B85F3FNbaGFcL2frbpNKw/YrNUZdKDPznVAXNOnj1H4ank9bYqqparCUgMlbvSLwK/pugl5DhmMKVfCDQ6s8nbiQYv0IxemCEN586htds46RsnAQzsTi5jG6qiWUtyxcihuAchx5oM7zlONJfBmM3Qkuxee8QuVKG1fnKNbuCOJZMjXUxOFJBiA1hGHXQNEKuEkUaxYG+5IeR+jJGSyBXyXcdwLTLNGst3HQJ5e/QBmHjpqrcct8UpV6TI09O0tUfsThjY1iCMDAwTU8xP1LQakocQ1Dqs7n9IxZjx12W5wSj+1YoFBfQjYCg7bC02M3y9Dj77rbJGH9IXPGSXcomJs95vPaU4L5PZOjf3KCy4kBsMry9zdm3HFYXBbmixElZKLpdQBTZ+H6Wj31VcNuHJsEwwejauAdaB+Cy+9Ay42eyhIGk1CdYmlUfDXwwTIGmC5y0idcMIPH3sF2dWtUhDGJqqxLdEOQ7TSxbI1cy6Rm2Cf2YqQt1Cl0mn/u9Gh3dLq1mlmLSgm6UY+qVKlv3t1C752jt4WDZEsuWuKmAt2ZNbDemb1Ob6orF4NYWhVJEHMeMn7OplXXOH08xdbHB8LYGagFKKjpI4hiqqzr1ikHoQ6YQ0awZdA+2KfWFHHvF4LWnU3z0qwNJWyBUJXjzlmsqAkeePs5f/9vv0Ki2yHVmKfbmMS2TU69coqdnmUMfGsRNp5P3xFUaIVpJvXtSIsPTV9EtZVxTC6OxXfleRAnOQaTZWEjHyVp/Sqn37vXk4srIdWZZOVHm0vGJ96cvEK8o1pTeq4Ck0WX1zoi8OmfcBDmlgIqpX4M1kacwocKaexH2/deIRQljmM7R38ZOfZ10/iITZ+rMTWpYjoOVPUhxQNJcuEh5uQMhoNC5mWx2HhFXgZqqPunbEO4jCHN38pWchvbzIDUFNFzfbafUmONFkL1AkIBztyGjRWTja+C/zLppGiiH1eAI0roVUl9VVYC/Z0gZIlvfgfaPgYDLJ6C+Umbz7jIEq0hzPyJhD2maRq6Y4dRLZ7n3s7e/Y9VV+kdVK0t/G3BXCNAGIDqH9I8h3A+/++CCM+r+6ZuuBveCqjpES0j/MFLfiojOJEJmeoK1yCUtw4b67zW8h2yoqhwRyAxB5W+5dO4Y83MHEMKkZ1MXI/s3/UKwRt4eNxKMX6HYsn+YHbdu5cQLZ+gcKJErZegf7WFpeoX5y0v0jXZT7OtA06oMDL5AV+8i/VuLGNEPkQ2hkNXu58h3bufQIwd49i9eIo5iir0FdEOnVfeYH1+ka+AAYRyRNqYIwk4kql8qhI9phQRBjt6hxCUyOJFMSB6IPD29b7LroMvRl+oU+3rJ5XsR8WVGdy/TPzzPS09keeNph6DdJgp1TEvQqEYYpgQ3RjNC/JZGEEBHN4zsbHPrhyy6Nx9g5txxNm+fI5sHhCCO2nTkm1iRy6E7mwivCmveHCLHhcM9BC2dpVmHrr4muUKDRtWg1OszuqfB2SMOi9MmA1sdBAHNmmR+Js3wjjS77uhVu5F4GiJNgQ+FrsrcmsWuQyYnD2uMn/Xp6Dbp6BK0mxA0BW1PUOgUaIaJ3w6x7ZB8ScdM9VKdaNBuevhtjXwpRtMjqisRnf022w/YGEYdN91B/xafXGGVWnkIw1KJX6vWIvAlQzstTFPJg2/ERqVI02Fgc8C5Yy47b26wZXeLYncISMJQsPe2OmEoePH7eS6etJIEYy1CpISFaZOJ8zb1inKR7B32ef3pLMWegIc+X+amuxpcPGUokSlhJG2my4joPOg3rx/t/JFL/PF//3XKCxWctENtpc7sxXmKvXlGD4wQtI6wPKcxuPOdSuhKsfOqkO2kPWEohoK40mYdwEVKja6eabbvv8zC/LUsKmV1D773Ps2jhKmef7ysKhciw1VGgJoDcRrCMYQsQ/p31a46AVZijFyFTbgyLp/r5Jk/28zEyQorc3XaLQgCGylrbD/Q4KHPTmPaU1TLGcalSbE3xfYDNqY1BO5nEc6DV++GwzOsU2XXcB/r16ErMGw4k4ijmYo51PpbCI6oxVDLJ8kaCk8SNyE4hWx9AzK/f5Ujs5QySVharDnJvpMy5vrf+IdVKwMdRIp2O0boKYTmqvsbnFFWAAkCzLJNgnZAGETvrD8RTah34HrnFgKw1Hf5vSJeZF1L5Hoh8mrOi/4/ykxujdIcJcJpxnYIzyGjKitzbbymRzprUSj5oBVYXNzPt/94henzLxPJSxh2P5qhM7itj0d/+2F6NnVd/7w/p7iRYPwKhWmZPPrbD+NmHM4evsDlk0o1s3+0F9/zcbMuU+cnufOhYwxtLZMp7qLQl+w4ZAjxOLL555D5Xe765K1ousYbPzzK5NkZQGJYJiP7hnnw1+8hnXmUy2/+b2jaeXRtCRCEUZrI+Ag7bh1AE2eUUp5sJruoLWBsR0fy0V+7jJsRnHqjzcT5HHtv8dl5YIrvf73IxeNp+kdi3JSi73UN1Hjj2RSVZZ1GqAHKRrurX3LfJ1p8+EtNSsMPU9yUY2Trq0yedxk/r0qsmqjTM+Dx4S9UlReDsEBaIHwgpL7SRDdTVJZTnD1qsWnbPJl8A01IPvSZBkJIzhzJEkWA0LHTGXbd1sVDX+oh22FB2A3GTrU7iS4BUp3DuptMfy+f/L3X+NGfnefyaQ83LUjnTGKpKyxEW6O27NHRpTG0PY2T6Wd1qYibXqa+2kAzLAxLJwp8eodhZHeAYQjsVIn990q27KhQ7ImonS9TL5sgBG7aZnhHH31DCbZFtq7zlqjoHgyYHrPpGWqzOGMyNeYSR2A5McWegL5NPrc+WKO6auI1DbymxHIjDAOiUIFVR3Z6tNsaXkND0xQu4/DTOZx0RN+mgJGdDbXDNXdutMNkc30MS9PLfOP/8XXK8/OUBlxMCxApwkCwOLWClLB5tESrOobv+deqIsqGEsqKckjvGXUerVfpY2hpCMZQbZXEtGptsYuXEHgUSoK7P/wMU+MLnDzyAM36RrUuitTCm+14f86haL2qXdBOcB9vcxlWC3MOtAzSP4pmHULqg4lkt/WORl2LU8t893//IeffmKW2miad7yTdYdFu+UxfmOXVH0qE6OOhz/kMjfrIuE2jusLZNwfYee/vYrk3X3NMmaiXopcU2wWHq9HahmoraVtUKyq6lAA1QS2uV7owOyA8tRsPx5N21QF1nvCyei7hWdYFtcydYD+IuLJNcUXEUQXq/0GdUyjAUjajHIWjUEc31tgXlXUp9Ua1RddQEct5lx2+WHPIfaffR/C+6LnvgUeJa6oyZWhKw2KNnivbEIxD0Gbi4iZe/cEq42cCAj+H40q23uSw7dA2vvPH00xdaNEz6OOYU1TrBbqHe5k4M823//AH/Pq//szVLtg/57iRYPyKRTqX4rHf/Qh3fOIQc5cWQEq6N3XR0ZNn8swMQfMkvd3nSeV3oVtXUPGEoSaU6CzSfxPdfZS7P3UbBx7Yw8SZGUI/JNeZZXB73zqldf9H/w1L40epLY8hhE5x8CYKPUpIS3rfh+ac6jNrHVfILoOTG+WRL49x+8d3MTs1wGDPG8xf7mDqYon+LRI3LVDAM0FXX8wDn6xw9NUe+kdy9G1x2boXNu0IGNyiJ/iAABG+SaFnE3YmQ221DvE8lrFCvsNEEx7ggexQQAepAW2yHTGhDwid1dXdlN+wyXesYtk6YWCwsniSQw+a3HR/N1GUodSXom/EUTswGQCakoLWOiGaVsAurQj6ZoTQKW19lM//6/PMXTzD0nQZYfRgpoZZmm6yMn2KUrdGz0g3w3tvp7piMD+ufCGOPX+S139wlL6RbtJ5jXRWqT72Di2zaXSMOFymsw+K3S1yRQ3f7yKIR8l3digab3sZwhXWMDFvWz0AAyFQIEwHfD9NR1eIrktsN0BoUF3RyXaEtJqC576ZY+v+OkPbIoSARlXDa2oJbiOkoxMunXZoNQXZjpDjL2fxW02234xiWRibUCBRkWADQEqP48/8J5anTuO4IabuQyRBmBhGiWwxw+p8mcmxTvqHLxH5y+Cstd2k8gYJzqJURtPI+K/BSyvxKPfjivbnH1XXv7ZrjecSDY0YMJFYaKLF4KYz5PKrvPT052g2XCBiYaJCR2+BrQffBz0B1LO371dAQump3rpQLRxkA4gU3VaYEC8ivWcSamgVhIE09ymGx9sW3pMvnWHu8oLC3WQcbFclLr7nI4RA13VOHU5RKXdw16NFTMunWTc4/XqMUcyw+47rjFXLKLEwfUhVBGQZyF09XmGBdRdCKyCDk0pVksa1iROotpVsqiQingUOIMMx5aYaLykdDK2kPuO/iowmIPVbCONqFU0pI2h+TTF/RCGpAsGWvSGlHo+F8UX6RntR+iN1oEC75dNutdl//57r4sXWh2juVsZiV+If1k8cgJQI4zq6J28PY0QlSnH9qjktuYCkNWYmyYVIKi6nE8E6i0sny3zrTyxqFZPOHonl6rQaJq89nefZb67QrEcMbjUwHRfT8KiMzVBdarHt0CgzF+Y4+/oYNz/07oDYn2XcSDB+RaOzv0hn/9V2w1v2b0J6p5EtC4zr8PyFUL3B4CjS+RhCCNL5NLtu33bdc2iaRvfIQbpHDr7tMAIZLynRmLdNIuoDBmBQKE5S6B+BlVWOThTwPYmbSiZnBOUli7kJnfKiS6sRMnvJ48NfFtx0+xyWtQyRB7FGFFyk1cgydqaLRkUtglt2LZLKhGhakCQUEYikTSA0kLB1X8jhp0NqKyHZriZSjFJesSGcwqvPEPgxB+9ZZuehHgXcu1IWOpwCEYL3hNq1CB1p7ELYd16hCplGtw8wsPsAvTsiTrxwhuPPvUzaPcrQ0CVyHR4dGR2j+TeU8rfQeesDYO6n0JVj8vQMbsYlU1DPqdg1zejOswRtmLmUwfNcorCOrtcwzAa6rqEbJdQ2M4Vy/lxri6xJUoPCzCi1yUJXwMKUjW462I6StwblpHrmzRSz4xZeU6de0flnW1rrzB1Ft43V/BkJwkAJn506nMF2lOV7R3dI34gJtBWAjVi5XxoJYLD1OOcPHyNdsKmu6kSRoTxipFI2NIxe4jDmwlFB/6Yt7DhUhdBXCVw8B8ExdU36PpXARFOK6ucfBu8pcB5M8BCzEDnq2a2Vt7FAZDDMiMBPszJvUOicZXjzdzn8dA+rCwGWa3H/p+8l/UHcr839YN8LrW8lrIC1e++o3r8+DNE5CFeQ0aSqBIisWpjbz6iFPP0VROIBsgZ+FQh8L7jKobhVa2EYunLpFYLVOY+Z8RJuwhiLwknGT06y+47rLJrmLvCy6vtg7oLgVKL9oCfjjcD5MMJ5OPkDsfEuSXltvrquXCoATbVUvB8kQMhtGwmeSDAp0QWk9yNI/9bV7ZJwTIEh13xmkl+lcwb3f9rl8a+3GD+9SrFHQ3d9GtUl6uUGu+7czr57rwYOX/fZ6C8pOqq+aaNaIRUeB2MbGLvf/RgA+mZl2he8DgxsJBkyVO6x+KBvVdcs66pdIlugdRBFRX78vQqNms2m7R5CKDE2K52l5VW4dDLCcjRsx1DqtrpGrphjftJj5vws2VKWi29dupFg3Ihf4JDKgfOdQ+dKieOf/Dw+715O1AFfSeUSEgUNNJF4JSBYmtU4fwx8T+KkJIYlaVSbPP6fV5g+W+fR32hiWTpx7LM808JJr5LNNAjaQ0ShRqvWgNgjlZFkcvK6IxgcjTl4T8SrT0larTqF3kuI6DyV5YDqisH+u0qM7q1C8Gqi7LcfCNSuPJ5WOzeRUUkZAfgvJTbPv4a4QoI5iiJ+9PUfc+al57j1geN09S7RrIUsTgtqq4C8TEf3IjI8D+5n6d/6AAcf2scr332DVt2joydHd+85gnaLy2dMojCismSSShcpdS8ThQFB8zyrSw6bt1cR8TTqqx+xAcyMkp+ZyX8HmI4LepGgHZDticjlfbym4MybLpdOO5i2REpI50K8ls6FEw79m9vIWCUYYaCxeNlidUknk4/oHfaZvOBQK+uszPuEUSITHs2A3oNwHkFoaWS0BP7rBL5LrmhQXWnRqIbkiqZahGQL4gqSFNWVBtiPYeazSP8VJXAVXlL33dwDoqTcS+NlFKjSUaqe7ecUVkAbUBN9XEmue80pVUOIACfTRa4zJI7qDAxP8EKrxLYDWW5+QGPrvpeRzYYCL2obZWkZTqrqg/9qQlVMgbkTYd8LzsfU+GSgFjFhqt27cNV1RctqB23cBFe2RWQnRBeRrW8nOAZV7g+DCKGJRJ58I+J1BVGFFZFSIuMrcTbK++e6ofWBdQ+0/hxlTBYm7YNAjcn5GCLzexu4DX1ItZxkBuQ8yPTVWAbZSioOjvpsNKWSBa3vWsyD0JSuSXhGfaeuZG1EY2pzoRcVaPaK+7PnDh0nDW8+22TyYoHY08iWUtzxiVu45SM3vacfh9DykPp1hRMJx1HzjFSJjLEDkfqikol/jxBCg9TnkU0J4UkIp1mfT7VuYJR1Cmw0m1SDSiBgekwyfcmkeziHMPsTJo7EbwuClo/tCiorMRePByCUPHxMhJuxKS9UlXuq/1OYm3+KcSPBuBFXh9aFmpGuUyqEdaT1ewGx3jP0QQje4iop5bimVOziJZRscY61nU+xuwEiRRRCHMOl0yZRKMiXAoSQtD3oGQroHQ448arD5l0aB+4JWZ4WXD4LW/d6FHsaoDWpVUoIo4Cmz1JekrgZia4BUiSbMUm9CoszEcWeFvvvlhx7tUDl5BkEIaEvMe0WC5M1nvlWJ7tuSTG4eQwRTIDwCMOAMIiZn8qwPLdMpiOLk+nEaxnonKTt/Rua8e+w47a95DtznH7lPD/8P57hnkeO49hLXD6l4WZd3IxFsxZx7mjMgXtC7NQqeE8ijO08+Ov3kCtlOfL0cWork5jGFI2qi67HpPMpcsU0QhPEsk4q7ZHJtTCrRwg8Gyu1XWEfZAulollHYREUkFMldxa6dRMDWz06uhbxPQ2/aVCvws6bW2w/0OLka2nOHUuTL4ZkCyETZ20mzztEkcByYnxPEAUapi0pdPpkCxGmJXHcmMVpk3a9papHxgjC/YzShwDVX5cV+kfzHH+pxvCOFOeO1Kkuh7gZDd0w8L0m2VyTBz6X4b6PvYr002o3bOxVpXZtIMFZJEh9UVTXF3sKP4CeSC93q3deJjRQkUYlGopNpGkZ8h2zxLGiRv/j/+sW8qVs0gZrQ3AM2X4Z4ardvPQPIxt/pRYXucaukQq4F7wJlmKC4CvnWLRO9ZloXiVBwlA01bdjLoRQ35loIsGt7EIIwcDWXqbPz2IYOqEfYiZMAtu18OrtRE9GYqcs7JTalcexJPTD92C/rHmmrLWQ1nAYV7Jtrvgum3vUNaCzrl6KUPdAopTXzFFVCQjPq8rAFUnZ1deaVgmErAFXJBgySBKQQdbNyNgAZo7ujtiyq0al9XFi89Nki5n1ltH7CWEMQeZfJO/M7Ma1Gds/kDz6ug5KdEklUihLe4zdyOZfQHgc6Erul7V+KxuViMBHsdJEkgzLBnFkE/gxvgetGlScCDclqSybBEEZN+Ng2AbNaou+ke73Pc6fRdxIMG7E1WHuSUx1JkDbfPUOI14FYVwlhPSThrBuQrZfUOVsvU992cJTatFbq6JE49D4zyBMRve26OoPmR03MCxJs66R64gTYSkNIUJ6BkLcdIRuWBx/xeKmu9osTgu8loPXCsk6IensCrVqkVY9Tya7imHWCdoS3bVUS0OaLM36XDhu4LUkpd6YkV0G545r6FTx2zGaDumsRr0seeWJgPJ8g4//RpVUVhCFjrIR10O6+1voWoPjLzdoNeawXJt8dwddvfMcfepvOfL0eR740t38+f/yt/j1Mbr6VlmcUayYWhkyBUmx16ayHLO6aNA73IB4GRkcx3AHueOxWzj40F6WJs+Qs2coL2vUKvN09kJH5xhuqk4ca7RbaUiBZYe0GjZWbqtK5GQVpSyZLCDrxk4GUuRYWtjO8vhzSASptEPQ1lickbipkFJfyM6DTc68laG6YrEybxIjaNX0RLnUAARuOsIwY6IQmjWNekUnlYlp+zrnj6e594v3ILL/HeJKcaGkBbbnjgKnX69jWBo7b8kydaFJbTUkimK27Czz4Od99t5tk0o3IErAc8JSrAXdTHr+c6iWkJewFfykp64YNDKsUKnfgxbN4roxuumhCUPtuLUi0AbZRkNDM0wKmSuYBsJWlZLgMNK5T2EnWt9U760M3+axsQzhLPAcOJ8F97OK0hnNArECJFr3gf/jZNyLCaX5iilaOCrxj1fWf7T37p2cfuUcjdUG9UqDfGcOTdNIZV1W5ypohqZalcNd6IaOlJL5ywsUevJsPzR6/S9nPKfGoW8Fs5As9JJ1pk14RuFXEo0PJdX9GSWM57+g2oOyrP4GU7WizFsR7pcQwkQKN2lBeFzXPl16SXXnbRUDrZiMo0slk9EllPfIGpaoiTB3Uej8IkKuQjyJDEzQN12j/PlOIYSdaKbc9J6ffffj6MrO/u2W9tatSnArLrPOWAOQEsetYxgpfN/BckgSMBtdb1Mv+wRtA9MGyxRohotupRGapFFpops6o/s2sfMd2tU/r7iRYNyIq0JoGXA/i2z+peoHixzruxKhg/3QNUJIP9F59H7lH9D6VkLbmkzaJkZSUt6hdirRGMQBqWwHH/7iCt/70zwXjtu0W5K2E+O3TYQwGBz1Kfb4ICMy+ZjVhRi/7dOopbBsm9WlGMvxSaXqZHNLBL6D7zs4qRqBb+G4Bsgm7bZkbtzCSev0bjYIoyKXzt1C1+Ayl495eC2NrftdbEdNDJYVcs/H54mCAK+VpbosSWUg1i00XZIveqSyJq2mSdBuUV2EfEHSu9nkyI8X+Y//w58xf2mBrft0TDOgVQddVziF8lIEIsa0DBpVnTXHUtUPV2G7Nv3bdiFrAzQqRxgenaGz18N2PKTUCEOTwLfxPWXFbpjtBNyosUFBFMn/64BGZVnn2W87XDhxnmbVIo4Dsh2wZVdMOhtidmhUywaWI+nq85m+aFFZNhjY0ubSGYd8MUQTOrWycm0t9QbMTVqcPJwhaCvxrXpF45Uf6HRs2sSDX2lQ7E0Mv+IVZML737I74s6PlXj5+8uEgaR/1KVRiTD0JT72lRqb9+0m3bFrY8GXMpH+noeopFog0gcctWjKAKShFn2tg2oZFsZnaDZe5c0Xt3HbvbNYriDT0UXPcEYdNg6ThCdSviva26ZMkVUAPVlHtl9W7Y+4mgivCSVfLuusy4QHLZB/Dfl/g7DvVO0hYmTcgvYPE4lquZG8GJvX1TXVOCRXshlGD2zmzk/eyrN/8SK11YbStDE0oiheF8izE8vupekVais1Mh0ZPvwb99PRU7j+lzM4rZLPNaEo8XaBLAMZvLEuIgYoZcv0PwL7LmT79Y12hjGcSGTv2mDC6EPqX3hZCYldGVKq52fuUS2UK8PcozROommFddA7FV1WLiQgSVv9vPFHyHg+qdBpoHcirXsR9n1/L9XRKIqYODXF2cMXKC9UyXSk2XbLKFv2D19XMv66Ye4F6wEluCUDNa/GMdBmYGuG7k1FFqdDBrboIEP8cIjyis7M5fMEYUC+06bd1mnUdXRTac4E7QBNE9z/pbvpG3l3IbCfddxIMG7ENSHM3ZD5HWT7DQiPqcnROICwD4Gx5yqhn7/Xeew7Qe9CNv5clX1FQU0aen+yW0GxTMRR0IYZPWjy5Y7LfOs/tnnx+2mE5tA5kKJ7IKbU6yBogqwStJVHhmH3olsBfj0iDHRWl4uk0pJWM4uuR8xNjTJxbpg9d/aR7ZyHeIqpSwHNhk+2VGR2eguLc6NUy11E3gW8JrgZQaserycYw9vK5DsilucNLCeg7QkyOR0hJEFbI/AjOvva1Mo2YRAjY5/Ak4yfXsBOD3Du9TGslEV50aPtReiGDlJgGAIZS2qrAalMjGGZrCcFb9/ZoUEckM2cQ0QhmiaJQogigW74pNJNahWbwJNoRMq3A4M1toRKLBRFr9nI8Z3/kuPiCUFX3xKl3phGFeoVk9eetujub3Pbw00gQ8fwKg99doXyskGhM6SjKySVaVBd0TGMGKFDvhgRBoLDT+eII8gVI5xUhNc0sVNpTrw0Q3X1Cb7wB/eSdl5U4My4BtEMGmPc+9h++kf6OfFyjemLLUo9Mfc86rHtQCdO/orkApI2gpKxJh4HbZe6N7KeVC5sEG0QeepVwdnXqzTrJkNbYfuBDLMzexgYOsH8+DIyjukb1pNqQUMtstb1QH4BIJGtp6D1F6oSJ5sQp1Cg4VDdY+GqFpxMGC7NP4Xsf4MwtiDDSfD+TCUjWj/IRSCrjhOchCsZHVpBUUPXnrymcf8X7qR/tJfXf3CEEy+epbJQIdORYWTfMJv3DNGst5g5P4fQBLc/dgt779nF4La+61yLChnX4G0S/Vd/cVNXVVE2br+lBMHMve94bPU5A5yHkY2vq3uh97LONImVi6hSFb36/ELLg/MpZPOvIL6AcqWd2RiLKEH7R+qe6ztUghYvqETGfwsZXob0P/qJ2rthEPLkf3mOI08fJ2iH2K6F7wW89cwJdt2xXdH/09enEl997Tq4nwBjs2LSeU+jnu9WrEw/dz4m+f6fXGLi9CztlmRl4QKVFagsxSiZfoeO3gLtZptmzSNoh2QKaXo2dzO0o/8DX9c/dNxIMG7EdUPoA4jUAFJ+At6nG+BPdB5jK9LYDPG+ZDfzdtCXo5INuQjGR+nedhOf+L0G5fIkTlqnUPSTvmwXhGPEMdQqgpsfNNFNna6BJhePVZGxhmXDxKU9XDxzCCEk9YpHeaHCzY99HlHsQ0rJ0Te/x7k3LiYT8EYi5bUUGt8woN1aA0RCrtgGIRFC4CUSDkGgY7sBcRTjNTXypVANUROkMgFhlOHicQPNXCQMQlKmy/gZnfJyikLRo7KisCC6IQh9SehH5DpaSck9hTB3rI9rnfLrv45u6AgRoxsBMhbouo9AEoWKFVNZ0RnephbE9fI1ISrRcIGYM0dSjJ2yGdrawrQgDA3iSJLrMNB0weRFg6HRkP33NCl2xbTqBlNJBcNrtBkY9ckVI+oVHSetWlkT51xmL1t09gXYriQKoBFKOvsDhkZXmBubZ/XSm6S3NNRz1IbBMMA/iha/wrbdW9i2fzNx3EagI+hJxJyuJ4qkJTvfRCGWNffLRFhMuqBlmb3s0ai2KXTZROTIFxYYO/cw4NDT9xaWOU4cykTuPgG/Rmtqi2syzlIlBQhoP55QNc3kXzvZQbugXbm7tZTXRCJzjVZCtr6rwIDGbtDK4FeBuqqOyEai12Gq3a790Q0zsnASGRyHaJJtu2y279tB/H/+MELPIqW8ygE5jlW16t2omhu3MKVAo3KNGbKaJE4JPVVGoO1/z+OshYyrGywUfQAhLJWEpH8d6T2pWir4qmqjjyKcjyDM65f6hXUAtByy/RK0/ibRuxhSbLS4riS9RUoBe8UGYJd4FZpfV+2Z1Bc/8Cbp9R8c5fATR+gcKJEpbGBHWg2PY8+fJlvM8JHffOB9HUsITbVhzH1IY1+SFEUgW+w+uET0pXG+9m/TTF10MEwd3ZC46Qg7De1WQGWpiptxyZUyZIsZpWPU8q+rOPvzjhsJxo1411DZ/j9McrFxkjX62zuo6IlOYAniy6AN0LMpxZ47crz+wzmIJfmeHQijl3ZjkdlLbboH2+y7I4bYpWtAsjQTKpZJrZP56VGkhOpyg8XpFQ58aA+D2/sQQlMbYEMnjuAqiXNAaA5SaonLprY+XIXMl0i0BFAHvm9imCGGFaPpkjBQgLlMISRXDDh/ogevlcdfrSSGbBFS2LzxbJ4Pf8EjXwypruqEvgZCMjjqY5jJczD3KPGutYimwHsGRIDpDNFqVbDsBfREt8pva7TbFpoI0A0nERsKUBULG5VYNIA2aJ2cfqMXy5GYVhNEBiE2xLgyOYkQGuUVg3xhlSDQmZ9yiSMNvw0zlx3iCPo2+UxdMEF1kpEAAMcPSURBVFmYtTn2coZ2S6Pd1khlQ8JA0KiqpCvX0cTQ5ti+e5GwUQXxYbUoh2+qEr0w1K4/ugR6Cc3agbAOqcUlnHzn90nTwbhN9bDDy+ra1uinxPjeHMszFm5aQ+gFNBEjpQbSoFw5QP/mJcorU+juMIXuTRBWID6TADcjsHYmOIkpVZqP59VYkwqaeo/X9EWCpD2iX/E+ZyGqQv1/RYq8ooEKB4VX6FfAz/C8euelriohURekHkM4H1Hql/6LyNb3kvM5QIT030AYmxCpr6DpV1co3k9isR7GTvVehBcS4bFFNX5hsa4xofci4/K7WobLuI70nlIKn3EF1a7oBvsepL45wWroiSJoL1gHlWfJe2xmhLEFZAvpvwrmrQkVNIbwhaQSUk0wNmnQk/HJrHpO3vfA3A7WtQJj7xS+5/PWMydwMjbpPEhZB+Ei0HHTDsWePCdfPMPtj95MvvP985aF0MB9FMzNSP8NgsZZKgvTLM5m0fQ8N92fxrKUbcCFozVC36PQbdKsOYzsG6ajO0+2mGFpaoWO3sIvnIon3EgwbsQvQAh9FMnLaiIWb3slZax2gOanVB89mkAgeehzEsPIcuLVHONnDNBW0LUBhndaPPy5GUrdSyAXcWyTnYc6uHiyyMtPDjAzUQdZJ5VzufWRm3joK/deNflu2jPMsedPE0Ux+hU7AifThdDmiCKBkwJQrpVLcxabdyqlSjvj0qp5hL6gEVs4tkc2H7E0p9M77FFb1ThxuJMzb21GNyKkBNM2kFFMR3eei6dsjG/G3HLfMqWeNnEc46SgZwhajQ6yfQ8jUp+5GtEeJv1yDIRm0TfSS3nOR3o1GlXFwBFCki/BwKhxhbttpK5B6CAdIAf2x6jXJ7HcsvqIlkfoMZZdJwwiNF3HSUE6H+OkIxamHVbmdXQjQjc0UllJLHWCQCNTkHQONKitGhx7KYNX16hoBrouKXSGjOxqg6Yh9A42bZ+kVQ+J/TfRRFJhEWlVjZCpZPcrEKkvIbQiMqqoneqaWNVV70uodt7GJvBfUswF0QfRWypZAaLAU6qkbjdoOUxznqlFtSD39I2RzrS4fGaAdOcWtSDqPRDqatGPTkMQguaifDlWgbZq75EG4SegyIh1ITO5ZiFvJPcbkPMQFcHagkoQhHqWwYkEf5FGVULWHFh3IpyPqyQ2OKfoqhhXG2rJEMIxZPMbkPnnH4j5cNUtjMsgK6pdtcY0WqeIa6piEK8o/FTqN6/bcpCyhWz+mWKKiaJq8RBBvISs/3t1vSKj7qOUwKxqd2gZhb96r4im1XjWdSbWqNZhMmYHVbFKWGpCoOS7wyQxOfi+WyVL08uszl6k1FOBdlKm1NJKaVUfJN+VY/zUFPPjix8owQCVZMT6bl592uO17y9QnskzPaZRKwe0Wy027U5T7LHoG3EZOx5gWh6a5qqqYilLbbVBs9ri7s/c9p5U3J9H3EgwbsTPP8w9CT/+kgJprfHrZaSqFnofwn1MTSbhWYirOGmbR353K7d+GibPTBMGER09eYZ39WCIy8jwkqIh6p2kOkbY07+F7NAiyzOr6IbGwLY+ugav9T3YcWgLr490M3lmisHtAximWpA1czNu5hSNisTc0gWaKjlPXuxieFuN7v4WVqaAlKs0qx6GJbBM8Gomz/5dJ5NjNkuzNoYzjKbreM0GURiy/ZYtTJ6dwW8HdA11MTuV5/t/0aBnYJVUxmP0piKn3rLYfvtH6LnpE9eMV/XL7eSe+RhmmtJAJ1G7STobEIUaphVjuzLxz4iBLtTCt5os5BkFXhSCYrfG8nQbeh0QLpphqpaLbIFQraG+IR/T1lld7qPYUyOOAsLQQjdivKZB6Adk8iFRqLHz5gbF7oCn/7aD7kGfTC4mVwwBjThuo2nKT0UzbTQ5DRSVRPVaiBTIDERTyPYrCPdRhHUQGbycVLQ2XdGyCJRSorFJXV80A/ooWBKChAJNCtPRMawaYRhTyi/TamZZXhhG00I6eyZpNZTw1oZ5lKboldqAwiRZt4B1m3I/FRHIgtrdC1QyE2rACqpSpAFNtbMWWYU3iJZR7YJe9TPNVslB3AYaCty8Zgceh6o9GJ5O6KnblBeHbK2Lkm3cK0OJREVjKgF7DyzE9UIG56H5F0l7oYM1Ro+qCLTV/bZuVv8fnFKaIvq1Xi34RyE4nnyf17AJJog8xMfUs7I/tHGdMob4stKh0H//XSsj1w1hAJZKjJBcq8aZXIfoUMmJbLCmGvuu9yOxcZfhZYh11im6cR3ikxDXkW83SPuAcfiJt/jR15/HSbUZ2q6zumQQS2jUQs69WWPXbVkGtrj4rYC5yw1atSbzl5WPiZt2uOMTN3PrRw/8vcbwDxU3Eowb8XMPoWUg9WvI1l8mJe21kKD3K5GbtUXHvLr3W+rjGkdX2IUwr2a66MDI3mFG9r67m2M6n+ax3/sI3/v3TzJ1buaqsfRuvR0ZjLEwUUNKtWDHscSwdvKpf1rBMit09klamZAojGjUdF78fgevP9dBdVXDsDLoTZ0oKuPVPW56YA//9H/5db75vz7Os3/5IsvTq5iWQSw1ptp9DG7v49K5DEE74OF/esd1d1xCyyCFANED8RjgIoSy7TaMRdbcTVVEyYLWyYaGgKl24bEJ4Ri7b404e6SDlqfhpuogOrDSm2mvLLAy20TToW9TRHkpQxDk2H0b+F6Ty6ehUQUZa7Q9QbttkC+GbNkdsGlHmzNHMmga5DqiRMkVdANaDUmrqTG6O1Q7/WsWhmQHquUgeB3pPKTeBffLyNZfqcV0426AsQnhfhnpvwBoG8cz9oPUQK5imAGbdoQszy7Raoxy6fwhmo08htlG00JqKwGZQpFC19t2o1oKtJKSjBYpZDQDogtYvmIIrrL7jgyQSSKhdSu6ot4H4QIwBbiqMiJM0HpV+0X4KKxFE8glj62uqihCMTcwtqhKishf/wUWSbISTX/gBGNtMUVWVTIlLqnEf03hVrbZEO/KJWyd6esmGDJ4E1WxeRvwMZpLKhZGAlpN7rHQVPISXVBVHPuedx+sPpC00NqseZKgDyiQqIyTZC93RXWnrpKmD2oZH01QKh6mo9ulvGzQk06qBMJS544mqSy55Er5n6hF0ay1OPz4mzgph65BF/wxHAdqq4J8yaC8FDAz5pG/1WTLXouufjjzVgcj+zZx6JEDbD24hYGtvX9/XaJ/oLiRYPwSx9LMCqtzZTRdo3+0BzdzfbfFn0a0Gh6zF+cJg5Bib4FSf/Ha3bT0kwTBVxOgPvi+X3xhDEH6/wThKWRwWU3OIgfaThYmlvHqF9DMFAvTGaqLixQ6a+y8bQtC72JmLCYMQjp6CnQOXDsu32uwePlNgtYspqPh+yWWZl3aTUEsY4q9kq6+gK6BToQ5RN+WLr7yrw/xxg/f4tgLEyAFu+8c4NZHDrA4q3HprZdZmZnAzTh09PST6drN7IpNj32MjHsG12yyuih569WYy+fLbN7tYKW3UF3VqS6toOur7Dg0xOf+5YfJdZf4rf/blzBtg9d/cBTD1Ml35ch35aivNJgbn+WOj/WTck8QtxKaqpZTuJR4FoIx4mCW+ak8lu3guos46QyaVoCogsIfJDbbWgZEARk1qSxXqKz2sjSfx3E1Oge30b1pmO139rD3TJNjz10gnZkm17FMHLvUKzmksLnjoy3cwjbMVMDWA92k0z5xIDDMFitzGvVySDofkYpgcLStWIexxq0PVnn5iRzTly2K3SG6IahXXeq1Npu2d6Nb4/htCUZE1PIQQmA5FppoqkVK6yMOm8yeOY/veWTyVTp7diG0PjXRa50IczMYuxVIsd1S+IhoUV23lgHrEK3aHNWlJTxvhQunU5w+sh0365LO+9RW25w/FmLoET0jnYRBA0vzVGIiDFU1iOuKRhucUImZ3gPh0tXtPWGopCLyEzzINlizKY+T3fOVYlrGpoReW0HhRJT2hkoCbaVHIRvgv4LU97FBL37Hb9P7+s5dE/GKqpJoXRsLs9DY8BdxQJYV7kekIa4hpX/9s8UrXMt2Wvu5hcKm+Ff/TuiAgQzHEe+VYBjbFGMoPKeqVMJQ+JWwGzgH0kzaL+0kYdMV+0bWEpXUa0W+ojBi6vws7WabVC5F/2gPBMex7BY33dfDk3+2QL0ckimsPWcbr15jdXaGuz9/+wduj4Cqvq7MVxja3q+KXVqOzv5VFmckYRDjpnUqSwHtZoTjNtDMHgZ3DPLFf/Vphndep3L0CxY3EoxfwigvVnjur17m/BtjNCpNNE1Q7Ovg4EP7uP3RmxXV8acUURRx+PG3eOPJo6zMlYmjmHTOZevNW7j/i3fR0Z1PQGevIdvPJsJBoZpcjO3gfgxxvRLqdUJoKaRWUP3p8BJefYZW5Q+Rvs/iBYtnvpkiV/DZtMOnFUmOPyGI4zTLi/2cfGMUTe9g9OAI93/hToq9HcRxzNgbf0N99pvo+hRR4FEvw6WzDi893sHKgsVdH62y59YWwaJOczZPsa8TO6UzcWKajtQSj35egRxrFZuTT6bxWl2cP7qJxbleojBGaIvAc8hYkimk2H7oXu7/wp107czy8Z2w7a6LvP6Dt5g6P8Ponkl23DTFwIig1B9jWP8J2diO5X6Mr/wPn2PHoa0cfe4kyzMrjJ+aQsSr5Es14vrLzBwr07/ZI5UVaCQS24S0mpL5CZ3pyxZjJ7MUezRuumuOrv42ltNWltXCVaXheJVWc5FWo029rNOsVRGhzvR5h1eeCMl1znP/Zxwe/XKa7t4Cx17awsrCPEJU6RnWuPlDJfbedzuXz44wffLP6Ci8Tstt0NHdoL5qY1qwZXdA29PwY+VBYrtqojxwd42OzoBjL2eYm3SQUsfNZEhlNE68mqHYKRjdHVBeXiAMbCzbwM3EpHI2bn4/5YUyC+OLXDrz/6K7bxo/W6c1Iyn22GQ6+sC+A7SDIARx69vQfkUtltEcCIdQ9vLKUwXeetajvGgh4zRWahDD6SBo+0ydr7A0tcTFI0VS6VVs5xKvPu5z10eb7Lmtpui9a8je+qxawGQZ9DJI44p2k6M+J2tqYbbuV5WPaF61bOQqijGwpMao96mFT9+s6Ln4rOM2tJ4kUZlWizoxxH+kzkugvFvevrxLL1lsr+9G+u6RqLmuqUhqWSUItZ5ghCqpCo4n/x+D9wQSA6zbr07stQJE11JZlUGNVFWR61qaX6Hs+y4hhAWpLyGbCdUVDYVJKYLsUsmgVCaAaCWFG5GAsBD27ddsQs6+fpGXvvUasxfnCdoBVspmaHsfdz86x6YtFoceLlJeDDnyXJnFmTa2o+G3JZoQ7LvL5t7PXcc17n2E7ykjtbU5WxqjFHuO0dnfZGEqxjAVsLzdXKG26tKoZ7jt4wqY/ssQNxKMX7JoVBp86989wdixcboGS3QNlojCmJW5VZ760+fxGh4f+vI9P7WS2Y//5hWe/+tXSGVcBrb2ohs6tZU6R54+wep8mc//wSfIpI4iW3+DQokPosq8dQjeQsYLkP4nCL33Pc8lw0vIxp9CvEqzrlNbmETXW8SRRhQ22bY3ZMueFmGgMTORpbIoyRYabN41Tv+IyeHnixx95iSr8xU+/wePMX/uO3jLX0MTNSrLgqUZG02L2Ly9QSYbUF012Lbfo7xsM3bSxk61GBo9S+9QDRlqpLIxTlpDxhAGbWYvCXLFGe57LOabfwKnXqtiOiZ77tpB93AXtZUar//wKOWFCp/7l4+Ryrpsv2WUrQdHqM4+gSlPY1o9GM4A67TD4AgyXsRM/xPu+tSt7L9/F3/5b75Ns7xAz2CL2x+aZ2BLFcfxaFYh9GPypQoCCEONetmgvOTQ3e/TM7BCecmkUYuonXHoGtxGZ1+v0oSIZghDD68uqa7oTF6w8dsamUJM71CLjq5Zjr4U863/MMrn/qsMdz0yx80P9FKu/za6YVHqtdCtAmPHy3zrD7+HXw+49+MWuw5WKC+axDF0dIVIKaismNTLglZdZ/MuDzcdkzMjbrq7wb47G6wuuLS8fp74RgflsYhSxuDYS3kKxSapbIRpehiWRbtlMzvuIswGjjVOFOjsuGmVdrNNrWwxP61TK0eM7p3Dkc8gw0UwSqqFoHWo1oOsI6VkafIMjeUUUbiJwVEfoWep1vpZmW3Ss7kLCQRejoGtg6SdFwjbFepVg8pyg/Jim2KXSugg6duLACXgVUsWyjQqsagkbZ0ArHsR+f8LUobQ/JMkIdkLwSX1tyJOZNFbSUUjC0RKyM7oV6DU4MiG6qO+VVVCQl9hkfwjYB68GuQZTajE/v04f749RC6pTFRBd9V3OV5NQJNG4qvRVskqkfq9bCNb30AQKCO3tUOZNyODM0nb6wqwqSgBMyDTiUz6lROASuKEPvL+hqv3Qvp3ITiJDE+rc+mDSpzMezJJhETybMogCuA8pszIroizhy/wnT/8Ae1WQPdQCcu1aNU9xo5NsDS5yGf+mcfQLo0Pf6WHHbdkOftmjcpiQKZgsG2/YMuBHVjvQwPjepErZTAsRfF20jZC60FP3cS2gxdx0stMnvUJQ8HKYoHOoe3c8dk7uP3Rmz8YK+jnGDcSjF+yOPnSOS6dmGDT7kEMUz0+w9TpHupkdaHCm08eY9+9u+kaLL3Hkd47lmZWeOOHR8mXslep/uVKWVK5FOMnpzj98lscuudpFMXuikqFyKrJKjqHbL+ESH32Xc+l9ByeYc1hsbb0NJrmEUYdXD7t4aQa3PZQjcmLKbwmOLZHy8nQqOmcPwYH7ptly85hTHuU8VNTHPnRa+Sd7yBESBSYVJYhimK8JtQrDlt2t8gWQhZnLVp1E8MSREGbmUuS+qrB7ltbBL5JZdkh8ANSmYi+zREnXrXp82pUFqbo6BvEb4bMXJyja6hEvjNHKpdi7Ng4p185xy0fVnLDgia5zGGQOVXGXb9HyYQenVd+FqlPM3F6munzs2ze5dE3VKN7wMMwJLqh0W4ZmFaTOBQJ/VVhM3uGfRamMxS76mzZ02JhJsvyXDetVo7i4BY0sxe854iieSRw+VxWsWEygihQBmZCE+w8uMrz3y/z1gsZHvz8Vhz7HL25c2jJs4uiiJe+9STNygJDWxo4rs3ZIx28/EObex5dxnYlK/MmhilxM9D2DM69lWHXoQZuStFENU2ja8Dhx493MnuhxqZdGu1mi4nzGX70zYPc/tAlBCHVsk2qMARRHfyzEKXJd+qUl2Li0MR0HPK2ZHE2IJXVGdkdKAGx0AfrDkVRFS4EJ6itVLh8JmZ05ypR6LC80AvmLjrcHtL5gCNPH8e0DA48sBchL0JgYTq97Ns1Tc9AiwsnbA7ea2MaTVXGF3nAT1oYTrKI+mDcjGIXLSl56vRvK0Ow8CIyuKASBC2dJAKXQdpAQp8Ua14ftlokhauUdONVFIvDAWNALdbGLnXOeCbBbmRZ1zMxtijM0nWrA+8eQssgrZuVA7AsqndVNpT5VzSHcuBNobBRfQrjIWyIZpDe04qZscbqMA+A+ZZqJWldanEnSq5RKKXTK0GWMkpA3gNgvn83UKFlwL79KlVRAGlsheA0MjyrqjpaL8LaqxSEr4gwCHnxm6/RbgVXCVWlsi6bdg9y+USFV3/oM7ijga6nGdmj/qmT+BDVEen3rwny9hjc0c/Atn4mTk0xvGsAIQRC68bMdDK8e5UwnGTffTu5/bEH6N3c9Q/aBv+HiF+ONOhGAGoRPv7jU7hpZz25uDIKXTnqlSZjRy//VM43dnSc2mqDQve1gDLD1EllXWbP/Tjpc19HolZoascSvIWMG+9+snhR9VO1HvxWFeQScewQtCWVFSVy5aYVtTMMNAwzwrIjDNOg3ZRUl0O6+i6jGxrpXIqxI09h6CtEoY7XhMCXyFhtLmUsaLcE6VxEuwWaLpEyII4iwgAqKwYI5U8pJcSRxGsa5DpC0rmYE6/oRIFPrhCRzqeolxtUl+sAmJaB5VicePHMxrWF5yBeeod7pIMoqnskW5x57QIaTWy7RrEnxDAiTCvE9w1MW2JaEYGvQJJxJNA1ieNGWE5EHGvYjkLLp7IxjUqD6nIN4tUrrkPgexqOq4GUSCRxrBH6AjcT0DNU5/RrVfw21zy7+cuLTJ+fpbM/IJ3zyZdanD2aprJi4qQE5SWLMNCIY6XZYVgm9WqeiQvDihlhPwT2lwnkXo6/WiJb6kAzB5i40MX8zCDnjg3ywuM7WZztwDACUu4clhNw/JUMlXKO0BfEYYjCKQBCkMrozE1KAt+HuKEAims7eq0DrFtZXR7Aa6YwbIdSfwasWxHJs9B0QX21gd8OEbpULT6hXGS7hzSEnqXVSON7a34tYdLTd9X7bfSpBVTWEml9Day7Eel/ijBUm0IGJ4EgoVQKRcM0diSYjYZaxONVcH8N7PuUvkZ4DoKzKDyTqWzT15gVQqhFWB9Ui7y5E6ybEamvItK/876qhe8Uwr5PnSu6qJIKrU9VBESskmFzq2KRWAc2Widaj3q/w7Mbx9FSiNRXFVOEJHmIplRbJ/WbatzR+cSC/aI6n96PSH35ffuGvOt1CAth3YSW+iJa+jfR3I9ck1wATF+YY+7SAt1D127IhBCUBoe5dCbD4uSlpJqTCJDFFQUwNnf9RGydtdB1nQd/7W46enJcOj7B6nyZRqXJ0uQqk+fq7Lj9AB//3c8ysneYMIi4ePQyY8fGqZffYz79BYkbFYxfoojjmEa1hf0OfGchBEIIWnXvp3I+r+GtH/N6YadsomCWOI7RjHd4lYSjJt814Zt3CtlCTaYlwqCCICLGJgwkcQSahgKK6ypBEAYITSI0NTavpVHIeAihnCNl0AAkAqkWPCk3hAlRwENNi0AKlQchle9lLJGaYgcKuTGfhJGqGpgW1Kvq3LouE2EueZX1tZOyqK3U15km6trguu606/eoAbJFbaWO6QggwrZjYgRCk8SRwDAihFDXI6VKMjRdEkcSTUvwAUKpT+pGtO6aiQyRMkZKVfUA1l02AaRU5wBwnJjqaky7FWFZ6tnJuAyEtOp1gnaA44QYhkTTY+pVHTcVohuSRs3Ab4Fhrgk7CXRT4DWNJNlMg57Grzr4fidOro9Yc6ksv5WoEAounelm4nwJ05xjZG8fYZjh2b++wO8fLBOGQj29K7QvdEMQtGOiUGAm3gzKdXPj3gZhAc3wiGWI7aYRVwD8oiBCCJBRnJToFVhT02Nl0haZIARSRsl5Jaw5jErULtzeB8FRsO5I6NT9V39nZA2labE+6gR3MZQkJnNgjKJl/hEybkJ4EukfVzRrkVfMkbc7jwpdJULmPoS5M9EFqUJ4Gmns+okXaaEVIPWbyPaLELyRtIBSiffHZtW6ueaP1mjCrat/rOUQqS8g44c2nFb1QYW1ilcgOIEMxwENYYyoa9GyP9G4f9LwGm2Cdrju27IWEkllscrMhXlmL4X8yf+UYe+t8+y9c5ZNO3Q1TusOhPtJhPj7VRWGdgzw+f/2k7zx1DHOv36RRqVBKpfi0McOcMvD+9FNnae+9jwnXjhNdaWOAHKdOfbfv5u7PnnoAznG/qzjRoLxSxSappEvZZm5OH/d38exREpJOn8d9PZPEOl8CqQ6rqZdm2S06i0MO4+m1ZJJ/TplWdlM6H3vMSaRQZWbmxiWi8RAEGBaNrqe+AFJCEO1uCt2gkDGipKWSsd4rTRSarTqHoWOPFLBstF1ua61A2rt0XVJFKsFWUpAaEhihKaEqXQjOZdQi7FpqEXMb0OuCMvzGmGoEQYhuqGt22QDNGsemzd1bSwyItm5vus9ckGkKHTnGT+paHyep6MJmch+x8Sxqg6YpkQIidAgDgRxLIijtT68IIogCgw0PRmXsNaVSk1bJRJxnCRnEoSIkVL9d6uh46R17JSu2lXRPFT/70gZkLUcXDdFZbmOZdTxmz7ZfJv5cYvQh1Q6RNdhdUGnXjPQNBM3DT2DEkUZtUB62K6Bm01Tr3hkixlMR/W814SCgkCwPJeh0NeLYRoITaNZdzHNxLxKRuuLWhhIdFOgmwn1kbf1/AHbsZCxRNcDvNbVC7VhKddXTU+YIlggW8SRg982cVMthLQQmpEwRUCZ/yXZqrAUVkKkEObO6wOaRUGN65qfW6pKFK+utxeFlgLrVjBvQsZzCg9xPVtzmZiw+UeQ3g+SJCZJvPRucB5DWAev/bv3EULLI9xHkc5DijWDgMb/F+LW9f9ABrAmnHXd4xVZ9xa68mf2fRv40Z9TpHMulmviNdq4mQ0cxdzYAmPHxmnWWhimjqZv5shLNc68FfLgl3dzyyN3g9b3U8O69W7u5uP/7GGaX7qbdstX43IsAj/g23/4A44/d5pCV46hHQMgJeWFCs994yVqyzU+/jsf/qkC+3+acaNF8ksUQgj23bsL3/PxvWsnrNW5VXKlLKMHNv9Uzjd6YDO5zgzLM9eiwf12QLvp07/z/kQ8aObaA8hQoebNg++Z5Qu9BOZuiOexnDRoPWiah2FBvlPttus1A8OQGGZM4Ou0WxqBH+JmNDIdFotzmwnaAa2Gx7bbHiGKujAMH9sF0xbrSYZmSCw7plHRSKVVdUATBrqhY1pQ6omII7UgC01J9brpgPKySbOucdNdEaZlU1kRNCpNssUMuaKaXNstnyiM2Hv3FXLe5vbkHs2+wz0qg3kIIRx23r4NzUjTbGRZmTMIfAO/bWBaIYGvfE5MS1nG64YkisBr6vhtVZFpNQ10HRo1g2xHhlxJ6V4IzUE3LSxH4KYl7aZa9EVSITEtSa1ice6og+9FPPuNS5x66Q2alfO0ykepr54iZR/mw599GlM7Q71cZ3kuZOveZdSiHtNuxbz4eJbnv5vjjWfSvPSEw3Pfdpgdl0oSmxzEMxjuMPvuv51GpUkYRPRs6iL0A9xMg50HZjh412nu+8Q8W/c3iUKPXGeOiQtdIAx0U1fnkxIZS1r1iP7NYJpWQkct8nb6Y7GvQDoX47VilheuZlcEXkiulMVyTKJAJhgZH2TMwkyRKAxIFwR2qqB+jq529LKB8hnpVO09UVBeItd7t629qtoQV679ZVwHoSGsm67+G2H9/9j77yg7ruvMG/6dSjd1zrkbQCPnTJAEmINIiiIlUYmKlmVLHtsaa2ZejcfvOMx4rOXRN16aGfs1bdmSo7JkiZIo5pyJQOSMRuec+8YK5/vjVCf0bQJoNNAAWc9avQjeUHUq3Dr77P3s5wFzi5/9s7N8r8vnR5zwSzrL/NbNReAOIRM/QNonso7nQiFECKEXo+lFYG5W96l0Zn7Q61RBzVyIpQuMyiXlVC+tpKelbyKjNzYcp+lQi6pmWQaVi8upaqxg0Zql6GYZL/ykj54287JoT0RzIxSW5WOFVZB8Zn8zR187QeWScooqC9F1Dd3QKa4qoqK+jIMvHeXs4XeQzV9gBAHGNYaVO5axbMsS2k500t8xQCZtkxxL0X6qi8RYiuvu20xRxUWKycyCgtJ8rr9/K+lkmvaTnSTHUmTSNv2dg7Qea2fplsWsvn4dIny3Wpm7p9UDU2b81e9pMJYgQjdc0P5E+FZVV3ZPkl9ehyejmOYgi1enyKQNXvpFHqal/DwcJ4SUNoWlaRrXQl93Fcf359JyrJ2lmxaz/tbN5NU8hCSKFbIpLLMJRVzyCm1qG1OcPRmh6WiEwlKb4ooMhuUSiljULYfFqx06W0KMDAryCuIUlWdIJTR62wWNazzyS/PJLallqGcEO2NT0VCGk3Hpax+g7WQny7c1smJ74+RxiQgifJdadTtTz1GfEhYyGhEh1ea2ZH0963ators9n5MH8mk7E8FOCxxbEgqnMU2BNq4dZXh4jqCn3SCWm2BsxOTonhIyGZ2SSpuG1SUIkfFbDSPoZhmaHqVhRZxobppM0sawPKIxh3RS8vIvc+nvtBns6Ob1x07wo0dC/NPX8zlxwKS/Syc5kqB6UYIb3jdIKm5wbG8u0VyPD/xaD92tOo9/p5jhfoPSKpuK+gy1jUmiOWle+rnB/pdsZVHtjoJ1PRtuWc+itXW0HG3DCptsuDHNLfftYf2OI6zY0MOWmwdYtuI5Nt24mw986TpGRxs4sb+AaI4kHLFxMmPEhxNULUpTXusLVBlrIXyPkhZ321VZTqaI5QxTv0Ln9JFSju4RpBJpMimb3rZ+Ok53se3ejay+YTnNR1oZ7MvBtotIjPSz7wWNnvYcGlenMLQEKrshfG+OjCJduj3AGIRuQeizCC3pi8G6fsq4kmpsbqfSxTC3TfeXGb9vQtvVpO2eVveKzPiGXmfU94WlJnatcEp6zgC9TnXPpF+dmDQvFSK0Q4mFuafOGctpQEeE71bZl0uElGmkN4iU6Usf9AVA13V2fXgHucU5nD3cythQnK6zvcSHE9gpm1h+lJplk2WhkpoiRgfGOPbmySsyvmNvnUJ6ZHVqjeZFcGyXk3tOX5GxzAVBieQaQyQW5v7fuovX60o4/Moxepp70XSN8voSNt+5nnW7sq+i5opt92wikhthz1P76T7bq3QwCmLs/OB2dty/xWc1bwJhIdMvKMa556iSSGgXInT7hPvj+SD0Koh9Bpl6hrA4hlbRSHywhUw6iWGF6O+yePHnMeqXpymq8Ciu0JEUcuZ4DScP1mNGLHZ+cC3XvX8L0dwIiza8nxYtxUDzz4nlthCOZBgdEhx/O583ni5kqM9ioHeUjTcmqVuqUVxdQFHlakJRi8GB04yNdOK5ynsgPhamoDyX0eFK9rxWhx4qYdvd9XhSkknZ9LT0kluUw80f2cF1922eURcV1uZzzpHrn6ObEaHbJs6RYRrc/qldOI7LkVd0nvmxzuqtJmu3DVDTqOS/hW/apRseeYUuyXiGs8dyOPp2NSOji9lyayGbdiXIL4qrSUyLQugm9EgOMY6A2EvNkgFGhxzGhg2ajhex78UwHWdNGteOkV/kEctNkE4KWk9HeeMJi/s+O4gV9shkdKoXZ7jurhEe+5dqQhGHmz7Qz2tP5DM0oFOz2EbTNDRNoBmSyvo03e0abzzpsWqLwIo6kH6SWCyHB3/3Hl77+W46T77G2i1t2CmDno4crHCIVCZEQYnFpl0ueeX9rNh+L7ufKOXQ7tcorzxJJDpKfrFDaXWMUKwWQjchIreDVopML4bM66o7w9dBKFn8Oaq6i+jsOEpf+wBSSvKKctny8RvYfu9mUvEUrz26m2NvnqS7oxJdM6hsGKViUR15JcMgMiCq/WxCGkQeEAKjCmHdqMoas93XQlMW3XoRMv2aCjSkVJoN5q2I8E3KwtyH9MZUuykuhO+CTJWSKHc7VJBqLgFRCpmXFUF45g4nDdPkCLOqfl4EhFYIsc8iU88ovsnEWBoRoZsRF9H5kQ3SG1Dnxt4DXgq0MNLciLCun1TxvUxoWF3LB798L6/9fDctR9roPtuDEIKKRWXULKua5p4qhCAcDdHZ1HNZxzSO0YEx36AwO6yQyejg1Uv4FHK+QtxrBCMjI+Tn5zM8PExe3sUrr11NiA/HGewZQTc0SmuKs3aWzBdcx6WntQ/X8SgsyyOWP7MuLKXnS/VmlFHWBQYWM7cjVQZEjoKIMNybIDnWixnKIT6SR29bN/lFcRatq0aIEnra07iOR0Fp3sTDQLp9yNQvwT6K54ww0J3CccJE8leSkTcwMpiLnfHwHI+cQo3C4jR5JQVKmRELvB7GhnppOqTsuBtWFZNbVMpQb2iCaFtSXYRjO/S1DeC6HoXl+cTy3nkVN/0cFagH95TjPvbmKV796Zt0ne0hnczgeZLKhhzu+GQDjY3PgOz1/TdiQHLCzXNosIox+2EieQ2UVBcBDtJpUxOtc1h9Dg/lMFlJPLWK0SGDkQGNx/7+TfY+vQ8r5AImeYUpGpYPYloCTYOuVot7PzXIsvWjOI6JJhzMkMfR/WsRsgcrNMJPv1mMGdLRDPWbMkyIxsYwzCTpVJSh/ko+/p8Ws3h1RE2eWg4i5zcRejWJ3m8jk6/gaYsxLItMMoPQBLG8KIIEyD5EzpcYGS7jl3/zNM2Hj2OFhrEsCXoxa25cxw0fvG2KdwhImfKJhYBeNlGiszP2xPUqriyY0fY30j/KSP8oZsikuMpAF8OAgRQxhBxW6t1Ov/JBwVTdG3r1BafLpUz745LTxqXes5Gp55VJm9enPiNyVOkwtNPnrZqqRTTzpjITO9ePZBzeKMhRRO5/mvcJWnqDflbMUu2f53E/Pe/23F5k4h9VZkYU+CWopCqvGosQ0U8j9CwdWPMMKSX9HQM8+v89wdlDrSzZ0JD1urYca2fldcv40L+/97KP6Rd/8yR7nz5Iw+rarO83HWphx/s3c+dnbrnsYxnHxcyhQQbjGkYsP5Z1or8c0A2dykXZf+RSeqqv3/O9F4xF0ybOi4UQAvQSQAnxFFRAAYvBf6X+nB9bRYPfBue1ITMmUiuB5I/wMifoOFvIYE8FmiGpWRwnP/8khBsoa7hv1kkhk8rQfGSMTLKfwuJRyhtKMSPFoJVTWCEonFKCMi2TysUX/vATQsvu3eDFOfrai/zib97AtgWldQ2EIxGSYym6W3p57O/38eDnk9Su2DylGyVHtf3JRRSUnKQwMoIIj08mJtI5ApnX/O6NBhQ5cQTck8QiHjklv0bH02c5+OIxNM0jrzAHzRDoego7LRgb1iku9/BcSV+nxtJ1YvL6ANFcD11IxoZ17IxGOCpAUzLQmpZG1208V1MdLa6DnU77Y6lX+iiZPRAuJWydBbMSdMVjCU1j9MfAaScTP8UvHtnPyT1nKK4qJa94MZ4nGeoe4sUfHyIxpvO+z982IUAkRNg3PZuO812vvOJcxVuZgLrWApDOGKR+CvYZlO6EhMxrSGujIlW+Q4lAyrRSFpVxNYEajWqME+9LZb+efgZlirbIv17DkHlDEUFjvzbRZSG1YpRYW1JxMGbscNhXsMydtg+8Dp8vJVQ5Uiu/aC6B0Aov3tPjHSBTT6jgQl865d7OA1kCzin1fvRTl91vQwhBSXUxm25fR+vxDlzHmzA7HIdju7iOy5L1M++tS4X04uoeGc+QGUtYvrWR/c8fJjGSJJo3/TqPDcUxQyZLNy+Z97HMF4IAI8AlQbodyORP/bpwGpWSLkBa2xHhu+ZsGX3B+3eakalHfXVEnwwnkwz19fP4d+ppPjZIOuUhgNxCg3U3GNz4/lcIWVsV8XLqtqTkyGsneOMXz1Ne8QaVtT2MjNpk+i0Kq2ooqNoBkQ8gtEtPOU/dJ5lXyYw+zSs/asJOONQ0WqANIr2lRHJKqV9Zw9kDryjBnxXaTO8HoQFhpHMcgVrJeE4nI50v4nk55BSVYYxbz4t8Nck7p4n3v8Zrj7YhRIZojoFmjHeimGh+587YiKYaYMZbWV0wLJd0SsdOmehRg/xCm3DUJTFqEM0fAeliWSkMw0YCiTEIhQbJjY2C26DS+1hKhCl8F1yAPHT7iQ5O7RugZnnVRKZC1wXFVUVYkRAHXzzKul2rFMv+kq5H2m/NtEDkTkxq0u1XstRu+6QQlpSK+Jh+QfnwRD+hAshzt5l5G5l63M9cuSjF20o863ZGR5chJeTlDyMyr/tBwZTMnyjwr9cJsPdC6Cb1urEYzEVgj3txTNmvTIKMI6z3Tfz+pDekLN7twz5BFZUdsdZB+P550Z6YC6Tbq1xZtXJmtHEL3yjOPqrKSlcgiwGwbMsSapZV0XKsjZqllROEy0wqQ/vJLmqWV7J08+J525+UHjL9MmSeB9fPXKGDUcfiVXezbtcq9jx9kNyCGPmleYBkqGeE+EiCrXdvoG7l1etJEgQYAeYM6fYraW+3FbQqtQKVnspkpJ5EShsiD162lYd0u5CJf1YpZ73aT626pEeeZqB9EEODgtI6ormGWu322rz8aJJMcoS7f/0IIjI9wDj+1ike//tfsWHH2yxeMUAyWUgyHqK/J8FAXy/L9KfJLYtD7HPTVp+XhMyryOSPaD8J3a1hyuoiIDxV0rAPIs0NCK2I4soQzceGGejKUFyZpbdPiTkgpeTUvib2Pv5TWo924Mk8CkoTrN9VwPqdBVghvx1TxDi7/1UGuvIprzXpbk0zvv627TCJUZNYrs3okI4AispUG6sVyiA0j3QyTHVDO0JLEw6lWLFpjFcfCxGKuYTCYIU9hCZxbEFfp8mKTZLK+hFIv6quEwLcXFV316vBOcJ4xmr6RU6D0Dm+bwzDNKaVQcaRWxijt62P02+fnXOAIb0xnwPwljr3QlfEy9ANCGMxMrNX3ed64+REKARKNlv3eQk3KlGqqdu1DyIT31PcDb1W8XC8NMdeb+Htl/+WztY6EEWsv6GXzTe2k1++OUsAaYKIIDN7EH6AIYQB4Q8gvX/xBb7yQYQm/UzMLRDaocYgU8jEd5V0tlapfqvgB0cvK+2N2Kcv+2IgK7whFfCcKxs+DpGnnife0BULMKK5Ed7/pTt57JtP03aiE9dxVUXL1KlfXcM9X7j9vKXQi4FMvwKpnwBh397eAC8B9mGEc5q7PvlhCsqv58ALx+hu6UUABeUFXP/AVrbevQFdvzpbVCEIMAJcAmRmN7jN01ObQlNpe8+AzJvKhCqLgt687D/9ukr36ssmV3BC0N0CA906a68b4eVfpehqNtA0yC0yMcwQB19LsPHOPiqXT25rbDjOL/7mKQxxmqr6PkZGSpBeCN2AvKJchvtGOXvMYE3BYYR1RKkZ+rAzNs1H2nxClkX9qpppxLBZxy+TyiAOk3Q6H8dpJRRW2h1QAHIAnGakVUgoWsBwbyephAOEzt0QyAQYi9j//GGe+IfnyMS7KCgS6JbBQLfN4//YTWdTivd9pgLT0kCESSfiIHIpbyihv7OV5JiLpgvsjCQ+kktl3TDJMY26ZWka16bQdA3DzOA6GuGoxPMySM/BcXS23zFGV3OY04dzKSzNYOgS2zYY7A1R1eBx0/29COn5nR0ZdQwiAokf+k6jQjltTl29S9f31lhM+5k8QtHErOdSN3QSo7PoNExBX3s/7ae6kJ6kpLqIqsYKBEmVnbAPqPKEyAMykHkD6RxHRj6usgciZ+YqG9R3vC5FqpwSYEjpqusrk0pYC5WxeuPJMZ7/kYvnpCko70FYVcQH++hs6qG/p5nF67PV/sO+e6k3kSURRh3Efh2ZeUt5lsgMGLUIaxtYmxHjIhP2IZUF0BcxTXhCFIIIg3NQqXBeIlFzThCmmlCxyT4dZdTrc5A+vxSU1Zbw8P/7IZoOttDd3AdAeX0Ji9bWYVrzNxbpxVXmgpAvzS6V8JrT5Lc1j2C4ndxwx21svf0WejvzVSmnpnhCN+ZqRhBgBJgTpPT8h27eLA/dAtXOZx+/LAGGqmnv9x+SU9PDgt52SXxUxwonGO7t5vjePLX6DmuU1VhIz6XpcIrK5eqB//Zzh3jyH59n//OHueOhTkb6R+jvVrbp4yuVaF6E4b4UqbhJJHQI4QcYTQebefa7L9PZ1IPneCAhvyyPLXet57r7Nr/z6sI5o1K/Wh3RPBsrpJGMu0Riul8yiPlk1yTJZD7haIRYrAvk4smSgpSq1VErYmSkked/8DyaplG3sgzsbhA6sTyDxJjLwZeHWbwmxpod+eAliOblI4ROrKiG8rouju9JkkopvRApNTqb8iitSvOR3xphbDSP7nYD3UhSVJbAcy2EEHiUoIcrieQ2cd9nR9j7gsvpwxYjgyEiuZIb702xcadLWdUwSAOV/k2g7Lqjisxop5X0tHtWWZ+LHJTeQhL0OkTkw+SX7qOraXCWe0Hi2i65RbOrQCbHkjz73Zc5+vpJ4sMqUAlFLBrW1HLPp3Vywgf81eM5E7B3FpI/98c8ywpfCFQd6RxtGrcdnBZluuajtz3Dq7/oJxzVKK4oUKt3yyGnsAIrfJaOM10UVhTMbDX3A8hzSzBCL0NE7kWG70LxQqwZn5H2IT/bki3zFQHpIe0jl9wJMifoNX4Gq21G9gdQbcBGlcr+XGGYlsmyzUtYdjk5Du4ZZbWgN6j/97p9kzZP8WdkGLw0OAewtF5qlnwOkYVbdLUiCDACzBHOZC9+Now/dLMpGM4HZEb9nfPQlBLSqTCjg2PEcj1ieZKCEhMpJemER9vJMUIRQSaj0q0HXzrK4996lsRIknAsTGGZhaZZ2BmX/o5BhBBEcyO+JLiH6+qq/x9oO9nJz/6/JxgbiFOxqBTdVE6zQz3DPPkPzyMQXP+B2dsX1WreA2FStdigekmE5mNx6pZH/RWsDqTxPJuBziSbbr2egrImPyUeQ01qcZUeD93EyVdPMdTdRf2apX5bZQTkGIhcojk6QodDrw6z5rowkGLRhvsor2um43QPw4N5hKL9hKIejqOBBDst0MwcnvnFGqoa6ymrDbH9prfIKSrFtdWjwwqH/YdiG4UlVVQsSpFKSpx0LpGYSyQSV2MYJ0WOFwC0YjWBy2GVqpfLEbEvIDOvKG0FEYPQ+xDWJoRWyKodCY69cYpkPDVDE2Cod4RYfpSlmxZlPc2u6/Krbz3LgeePUFxVRGlNMUIIEiNJTuw+waq1R1mxpRjDOGcCFgK0ar/rpRgYBLJoXUgXNSEUnPOGf49qk9s9uW+U0UGHRavHU+xKnnygr5LaxbnEcuP0tvZPDzBkCrAR5pasx6eGajDr49yLM2twBIDpf+bKQwgDQjch3e8qrxKtQmU0pOObwIEI3TSreZt0+9T9gwV69awdLVK6KuAjA6Lwsre+XjBkCsVBMtR95Jxh+r0kUT42deB1KkPI2GcuO+F1vhAEGAHmCFOls53m7PVT33pZpZsvA0Rksj5LweTLmsBxTRwbDFP6JlUeQkjCUUUCVaZcyiX1jV/uQSCobqykp7WPoV6ThuUeoYilbMEHxojkRLDTNoalFDXxBZX2Pq2s2RtW19Ld3EvH6S4SI0mklHiOy0/+zy9ZsqGe8vqy7Meg5aM6ARLoepSdD5Qw+LcZmo8mKK4KEQqlSMYF/b19VC6u4roP3IvIsZGZfb6xlNJ4wBuC1DOMdgyAk0ZzRsFYpNLy9jHVgSBiRHOgr2MI6cQR1npC0a3s/HAV//Bfv0tPm01JZSW6kcROJUnGJeUN+dSvaiSdEtz68AeobhhGju0DvQDdRF17u00FEN4gAh3LMLHyckCzgSjIInATTBDXCKFmjQLQTJCF4HWRHt3PUHuUkHGMcMQmHIuB/TZoeUhzC8u2LGbNjSvY/8Jhcgpi5Jfk4Xkeg13D2BmbXR++jvL67EJXLUfbOfbGSSoWlRHNnWTiR/MiLF5bgp3so787j/KGbPeZpcZu1EJmQAWX5xIivU5leGauPue7eT4vaNTnasBgTwbD9P19ZFpdfxEmlcylrWklFVVvYmht4FWqzKA3jFLD3QRzlP5GLwPnaPb3pATSftfWAsHchIhkkOmnVBYLXzlBL0WEbld8knMg3R5k6imftJpQJRS9FsI3g7F2kpwrJdgHVKnKbQUvA9hIEfN/I4sQ5hrQaxdm0hYFgDFBzFW6JVMycdI3uxMhRXh1jvuO0wt4vS4CQYARYE4QQoC1FemcImurnNepAg9zfoW/JvdvgLUNmfyRTwScsvqUgtJqj6H+XDqac/zUtQARxnEtdEMgdI2OU130tPRRXl+KGTIpLC/g+NtDrNqiE8tN4Tkm6aSSZU+MJKleGiUUyUWY6xkbinP67bMUVRTSfrKTpkMtaJpGNDeC0DTS8TStxzr41//xE774vz4zbWKbgL5IpYWdU6AvoWFljAe+VM2bTwxw9sgYw+k44ZwaNt+5kevu20JZrXqoiEglcA/S7UTGv61WZlo5ZlhH0o10exHeiKqpm2vVCtwbwU7Z5BREEZH3IUK3IrQYq65bRmlNCSMDY9gZSToVxbDyqFlRRO3yKkKREGcPtXD2UAvVi0r9enlatWq6LSguRQFozqTCo4iBOwQM+pNoSp1/NJRRWK6q/QOe1BjocrFTxxke7GZsJIqdiVJY7tCwMk041g7hOGb4Zu75wm2UVBdx4MUj9LX3I4SgtKaYjbevY/3Nq2adIM4easVOOVmvgdBCIEyGe/spb2ic+WXp+ddqOYQikH4NPNNv03TUw17EEJF7lVHYVGilym0z8/pEKTEc03GdcRe9MX/FrgKW9pbldJyJs/7GIcW/ka6fnbrPX8XPjVgszHXIzOsqED13jFIFnwtSHvEhhFCEVHOtb9oWV/eQsSxrd4t0+3zdjCbVfaIVq/vOOYOMtyGiHwHLD0rs3cjEDxXJVhSCPKWeTV4CnEOg1yrxu9AtEL4zaxfQZYWxSLVTu02qZIjn/8bw770kaI1+oOv5Gb/ZuUhXG4IAI8DcYW1WHAt7t0+AywdckH1ACBG5Z15bOkF1riCHQISR5ha/fe8AiDwkucRHhimtGGKoL8Irj1cz1F+EFVHOo8m4i67r5JdZDPWM0Nc+gGO7mCHlK1C/soajb8TZ88IwW27uwwqlGegWpMb6qGowqVmSD6GdYDSSSQ3jZFwA2k50YFrmjNVxKpGm9Vg7h189zta7Nsw4FiF0iNyDjPudAFopdY0hahcbDHS6pDKriFU8TFFFQ/ZzkX7et8BWJNeG1UkisUHiI1Fy8seUxLS1DfQKXGeEZKqTG2+6BS2ya3IbUhLOCbFs8xIiOWFcO4UVtgmFHRBjjDuH2mlHrRD1GtVW6Hb6gYIxGVTgi3l5Y6pEI9OooCKECjJsf3vhCQ5J26k4mXiCkkqH3u5azLAJwqa7eYzEiGT19SFC8lE8LR/LqmPnh65jy90bGOwaQmiCkuqi85LuUomU79Y6E65j0dtVRUFpi5r0zw1SvH4lGmetBLEV9Dpk5g1VN5cpFSBaNyKyKHkKISB8J9LtUNbkooTFqzxO7h3GsvrxvBIcrRHhl40c26X1eClrbvkwRDxVJjAWoxmV73h854WxFKwbIf2cyoiME2m9fhAehO6c5AAsIISWM408PRtk+lUVXEwjl5ugLQa3BZl6UmWTpFQaGkg1kduH/LJLoa8f04/KIIUg/QToxe+oyHo5IIQBkfv8brxmFVR6SZQoXlIFT+OcC5kAwqDlImVyUrBNK58XmfbLgSDACDBnCBGC2MeQqVq/vW8I0MBYjQjdiJjH7IV0u32Z4vGUqOE/3LeDVs9A61MMdOwjPpLh+N4wb7+Sx9hoBYYlySRdhCaI5Fi4jstA5yCvPfomR18/QW9bPzn5UUprS4jlR1l13Qo6z+Tz0mMnWbyyg6KyFLUr8iitX02k+BawtiGERiw/Siw/SsuxdtLJDAVl0wMpx3bRTZ1oXoSDLx1ly53rs66whdEIsV9TffDOEZAJhBaluOFeRPjGWdVQpTeoHpha2QTJtXJRmFXb89n77CCOHSa/eAjhDZGMR+k+O0L1ssWsuXHD9P0LQWlNCaf2naS4rNcnng5Cygah48lcpFNMTsFmVQcP3ay6d7xREK6f1s2gOBYaiFIVYEoPRJFKXMhxK3RQ6eAESI9UIkPH6SGWrnVw3RwQJgKwwiamlcdgTy+dp/tpWDoIo71IvQ5prSEcvo2qJdNbjN8JBaX5uI5q4c12DU4cLKVxbUIFZHq1z11x/YzMqOKCjF+H0A1IkacmJKcN7FZwH8VzTiPCt81QnBR6BcQ+h0y9AKnHaWjs4N5Pxhnu0/CEZHCghfaWZYwNOnS39rDjTpdV65+GpH8OtTw8c5Pa9lwt2CekystVJsP1Za6NBuWBY265Zmr60kuojhlRmJ1crlWqido56Xdk9ChhN29MTcgixkRHioyogMNsBGdUnRtz0yUrk14sJp4BqRcg9WPVTSWKlPeLXq8CcukpQri1Q7VMZ14Ht19tQC9Emtf5kvML0Gr8DggCjACXBCEiiMjtyPBOP8AwQCua1weWdHuR8X9U9VmtTBHvZEZlL5xWThzews+/WUUoXExeaRGdTWnam04gtDGKKwtZsa2e+HCCs4dbGBuMk1OYw5INi7AzDmcPt3DgpaNsv3cTOfkxonkRlmxYTHKsijdeOMsNH1hKw7bb/GOa/LmEIiHW3LiCI68dx3PlxCoUVFYgPpwgtzBGcVURY4NjuI47q5S7MOoQxieQ3rBfbspFZLPongovrjIE2iTHRdMEd3yiDCssOPz6CGeP2gijHStaSuOmRdzx6ZvIL5nJiVl9fQMn33yaxGAP0WjS7zgIg3ToaxslvyBN4/JXkO5qMDeCuVRlTrxuVOnJAMI+38C37tZrIHSjCibcQcUBkEn1vhwDr4uh3hCgYYYNhvrPDaTihEIj9LZK6paYaEa+mhjSLyHdNoh+DnGBdeilmxfz2qNvkhxpobIhjOOYxEcLAI34cILRoXy0nE+BcQCcsyjiJaqcELoXEb5tYlsysx8S30WtLstV6lqOQeZlNa7Y52aanmmlajIUITRrGZXLisi4PSSHOyiveJ3EUCtdZ9Zz24dstt7SgWlE1H2Orn5T6SeUdXvs0+d1JZ4Nikx5vcpoeQOA8O9pNZlKKcFtQ9pH/LJJDsJcAfriK182eCfIhP8bmYXbJUxA+kRsqf6E6RvUpYGi6Z+VaXVPasXgtKtzM5tp3WWEMOoROZ/Gs1ZC/HtAQgVLaCrg97r9514Kkj9VgZJeAePt3amfIWUfRB6a9pxaaFw9IwlwTUOI0GUTwpHpl1VwMS0lagE5OMnTjHX/G7q5jYIK1cpW0eAyOjBG55luus72Es2P0N8xxEj/GDmFMZZuXDTRfrrh5jW8+at9HHjxCCu2LiUUtUiNpRjqHWHJuiVc/4G7EXp2WeTNd6zjtUd3s/eZA4wNW1hhC89xScbThGMhGtbWkRpLkV+Si25MroqktNUKy+sBDJWe1qv9ctIFlpS0KBBSD5wpk04oonPnwxVsuS1G+wkXz7qB4tp11CyrnJDRPhfLN4yx9ro4+1/yCEUM8gpNXA+GehWp9bb7bfLzm5Dpl9CiH0Jq5YwNGTQdryYxphPNESxeEyKWb/grxR5A+AqMfajshgPYPldGB70a3XLJL+lnbKQYOzO58pJ44A0oO3rHxPNA0yIqtS/ywTmJTL+CiH7ggk5VcVmcD/7mAEMdb2IYNroZZniwmMO7q+htz2fLneupX3sTQt/pu90OqvvLWDKNVyFlWilyysyErgXgZ2rywT2JTL+MiD44fQDuGSXZrleBlo9pQOPGIhKj9cSHeqlY1M/2+xsoLnoTKFSkzHHoZSDzVbYqs08FCZcAIYzp20d1WMjU45B+0e/4MQAHmX5OcRkiH5zU1FhoiIi6h2QSyJLRkQ4q6I2hygyCSYv5cxY90vaDYwMVVPoByQJCs7YiRYE6985pP5sRVm68+iKV4dDKpy0s0CvBy4X0G2Cuv2y8t7kgCDACXNWQ3pjqJhDFWVOiA70RQqF+lqxxGfZlEnRDZ+mmxeQW5nDmQLNStPQ8qpaUU7OsmqKKgonv5xXnsmrHMnrb+rEzNnbaJhS12Pnh69h8x3oKy2af8GP5MT7+Xz5IX3s/Qz0jZFIZNE2jcnEZlYsriOSEGeweYu3OSQKidJqRyZ+ogEl6qBVWDMx1EHng/JkLH0IrQporfa+RghncgaKSfooqFiNybjtv2tQQ+7j7YUFlXZr9r0QY6gNNh6XrYeMui8Y1cb9b7m089052Pz3Aq4/mMtwfQQiBlFBQCtff47Fpp45AKo4GKf9BH0MFGChyndAVf0PP5+3XSqmoz2XJisMI4SKl7k8eGZyMSWGZrQzUNL+tUOhqQrf3Ib3bz3u+pNuOTPwjdYs7yc1fSseZUUaHh8kv6OCGu0bxrI+x7Lqb/QBQB3OmbfoEnFPKyyObJoPQ1T1qv4307phWzpCZQyoQ1OumfSWaGyGaWwdOBrS3FT9CX5Zl2yHARGZ2Iy4xwMiKzBuQekIRV7WqyXvJG1VKnyIHEXn//O93DhBaDGmuh/TTqkPp3GeC16UyEMZSQKpuC6/Lz3gYqLb5kN89k1K8DWGq+9WonFePlblCmEtVecTrnsxo6iV4iR+r4FbPkr3RclQbq31gXkvTl4ogwAhw2dB5ppsjr5+g7XgHhqnTuLGaVVttYtHTig2tlSCsdWCsnLXPXdX4U2oSzQI7rTwywpHMRIABKsioXlpJLD9K++kuNF1j9Y46Sso6KC49hGmlSCZy6euuJZUoQGiCj/ynD5BXlEM4JzxDa2E21K2o5r4v3cXz33sF3dApriokkhNmtH+MlmPtLFlfz+rr1aShXCP/RSn16XX+Skyq1rTMK0hciH7yglPSInQT0j0D7im/GyEGpNX2RQgRuvO8wYVKjQ9ghU223uqw8SaDsSEVYOQW+kRFD8XzkGkOvPA2T323D8sMU7s0ja4ZuJ6kv8Phqe94WMYoa7cbKFJnAeAfn0yApzQf0Ioh7w/I0XMZHPgRvd2DFJeVUVDUTTKeRyrpAC7R3Ayl1SE0o0GVXyYOPDqFTX+eACP1nD95LKWwQqOwAtKJNFJKQlYHwmxCGBe4apVxv7NjNu2XqCIgyzjTVtfjOg2zQYT9dmsxPVCUaTXJuD3qHHp9ePYphLFk3kqQUtrIzKvqmMaDuHFouSALIbMbGdo174TtuUKEbkA6J6bc97lAxudYCETojknSY+gO1WnmDqiSl9ujuEP4ZRaj1ncaziCs62Z/Dl0mqN9fCzLztlp0CFMFCOY6xd+ZCm+QGSq+UyHC/meuHgQBRoDLgn3PHuTZ77zE2GCccE4E00hRUvRTuqLDVCyuJJZfoNrK7LfA3ArRh7KnYUXUf6AnyTaZGKZEeoJMOvuDIZO2yS/JQzdGWb76ZUrKe/A8Dc/TyS/spazyLOFQNYmR5RRVFJBbePFEuhsf3EYkFmbPU/vp7xjE8zxi+VG23rWeXR/eMeF4KzN7fLOs6dLmqvtGU90w7lllZHUBEEYtRD/ju1Ge8ldqFhj1iPCtCHPd+bchBFLLV4qTCAzDo6B0yqpwfO6VEts2eevxE2h6iLKaHPWm14eupSmrhvYmi93PRVm5aRDDNNV4ZBrVPSKY4DZ4Q5B+mVj+x9j54et4/FvP8txP69m0y6KsqodIdJB0IoURyidWvGqmwuO4wNt5+AjSG1BlmilEWIDQuMSyrASnVfEuzKX+YWbAOY60TwIZhFYO5hrFqxARQPNT61nuN5kAmUKmXkQK1WIqzNWAPwHOOtCUmvy8gclOFt+LBjmMclVNAEMw/AdIcwUydBPCXIM4p9xx0XC71d9sXiBasa822errtiw8hF4OsU8jk0/4uhA9gAlGFSJ0M5ibJz9sXYcQhmpFtTMg+hTHRMtXJV23Q303dJMijF9BKKPDV5DJXygysYiBdJH2YdBfVeZ5U+59jzw6TiU4dbiHsSGHnAKDxvU5VC+JTOqqXC7doTkiCDACzDvaTnTwzL+8CAga1tQhhGDJ8t1U1Y3S3hRmaNBl/U0VGJZfs8+8htTKEZE7ZmxLaLlIcy2kX/Br3dNX90VlaTpOFXDmiEnhNAqIJDevk/yVB1m3M4pwT6LrY4wML8LOTK6GDTNFRc1xckoWzym4cB2XU2+fpf1UJ0JAQWke9atr2HjrGmqWTRpvKcGffeoBIDSV6vS61MNdZlBaCBmkfRxxgQEGKHIYsS+owEWOqElQr70oopewNiPtY0wqf06dSJIgTRAenW0N9LaNUlJTA2LQL2W4IJW0eXGFQXebQXdrhOolBuMKlKoVUKiVpshXK/r008jQVtbtWkU4GmL3k/t549l8wpEqisttFq1oY82OGJG8c9Q5pae6VKxbz99V4Y2hyjSzTIwiglKkjfubHlTGZM4xv3ylIXEg/azqwjDXKmKd1zWzTOJllOGZsHxviXEew/OgL1bnMJtIl/T9U6yb/LT/gMrWOUf81ajhZ2uGUal9R2VknDNIowHC96pOkHMgvbgSmLL3+/dFiZK3N1edk9XymOAqZIWGijK9Wd5fGAi9CmKfVdfCG1TZQL12RsZuXK8Hc73KFHgjKovhtqt7XS9HmOuV5sYV7h7BPY1M/hzFSVo2mb2SHrhnkIkfQO7vIEQEx3Z4+vs2+56Kk07Y6KaJa0vefGKADTcVcOtDuRi6QFgLp2eSDUGAEWDecfjV48SHEyxaq/q3Q+E4JeWtpJI5RPNijPSN0t85qJQXtRyQeWC/gQzdkLWfW4R2TkmJVvqTcRrcbsyQTqjwHkaH+kkneiiuKsSwdEpK91Fde5DcIpPK+ipkJk5iJAmyiaHBehwnBzttM9iTprw2ypq1Q0iZuag2L8d2ePIfn2ffMwfxXEkkN4ydstn71EH62gf4wL+7e4rks2RCuVEmVLbCG0CpW+pqBSNHIf0KMnz7RaVqhRBg1Fzw52fA3AjW28rp1BtVIlki6o834ZcnDJxkF066B8OoVhOme3Z8AyDBNJO4joFtW/5xjSmJY//BmYgbnNgnOXskgm33ULHoz1h1/XKWroiydIXG2IhJxt5KpHAT0fBJZPKHSi1UrwAsdX68LtBrEKEbL+DExFCTclKlj2VarXa9fj9TMC5sFFWW2YkfKTLleGsgqIe914lM/AQRK0SEb1cPfqfZJzWH1ERl71Pnyljjjxe//DUIzmHfALBdlRzGSxHeoAqWzC1KX4UkpJ5SQafTDaT8IC01fkAoLosJ0gBpI5P/prpBzEnuhvSGfPO2YyijsDDQjnT2z8wW6qWKPOsNgZ4lIySHVFCsVcx8b4EhhFAER/38OiFCWGA0zhpGLQRkZo8Kbo1zeDdCU/eg26w0Z6zNvPmrfbzxWBvFpXlU1XWggt8wY8Nh3vhVJ3n53Vz3/huVA/BVhCDACDDvaD7cOlEWAIjlDGOFkgwPlqJpAokkPhxnwtdBK/RXIr2gzTTyEXqlXwp43O++6ESlRKsRoZtZtXMjGecwbz2+j86mHkoruqm/7giR3DIqlqzCCg+CHsN1i0H0IL1Wmk5UoOkWJVVF1C4vIpab8FvULvxBuv/5w+x+cj8lVUXT3FMd26X5SBtP/dMLfOQ/fQAhBEJoSL3Kd7ZsnawJj6+apFSZDPeMIt1dyAQ6TxBaDkQ/iRTFkH5ePdi8HsWwF3moYCFDfmEfkegI8b5+8gpGUKtbHYSqo4yOWERzBAUluj8xuiCUe2oynqT1uMdQj2B0OETH2Rh2uomioqPoNhSUFpMTrQEOg34MaXwcEf24z6bvQHWgRMHcgAjfPbM+nQ1a0aSSphRKuVGOj1uof2uFSG8Y4Z5RmQutZjK4UCfHN+M6icy8hYh+HBHV/XG1M+kCKsBYO/3+EUJl3WRcncvQnSoQcZsAqa6/dQcifCdCCyHD71MS1vF/RYlACcBUf+P6DdJGBR5doK8H5zQy88ZEgCGlVCl3+7DKnEwNmL24ny2sQERu94cYQZrbIPVT8PJgKmlWZhQHJLTz0ksx7zGMcyuUt4jjqxqvmGgzllKqZ9k7ttt64HaSjKfY98zbRHN6yC2Ig6f4UII4uXmQHM1h3ytL2fj+B4gEOhgB3u0QmlA/IB/qn+MunYDkHJKaRD1MZ19fCKMWYr8+pRRgKadNYSGATbevY82NK2g/1UXM/DG5uYOEcn1vCFftP5obJZJTRyy/n7zycjSrSgUG3hgT+g0XCNdx2f/8YayQOcOa3TB1yutLaTrUQvupLmqWqhWWsLYoa223S2VuJoIL/MkuH7QyJfhjbb+ihDOhFSJin0CG70C6nT4ZzoPk42p8Rj3FNYKlGzvY92wbsVgG3RATKX/Xgf5ujS236BSUpsATKOJdD66n03xMZ2TAo7YxTcPyDMMDGXILbEaHcziy22T1thT5pSkwlyjeBD+G2BcUj8Rt8ctIeb6h1YVdJyVBfTPSOQmZl1U2QpSo45JjIAoVPyP1U9WZINOgz0IaFQW+/4uNsDZPSrDLDNLtguS/zegSmYBWAl6vKlGEb/FNtyTolQi/a0FKqYI66fqTi/C1MFBZkPF7QZjgpRg33EMrVMGPTCkpca9bBRdaxUwyqhYDmQv2m8jwjRPS4yK8S+ls2Lv930rUDxAdxT8J33NB5zuAgvTGVGbJPuBzZ/yAVq+CyIMIc7n/Sb/8JJPqnnA7FPdG6D4nxkPi0tPcy2DnSSqqe1W5zyhSpTLfTK+gLE13h0NPa5z6lQvfBTMVQYARYN6xZEMDL/7w9QnlxPhoIalUlHAkzthoDKGJ6XwHr189TM+zKj1fKcAKWzSsrkaODIOcsuISeSgWfwqhRbBCOlZMgBGb3L9RO5NF/w4YGRhjoHMwq3AVqBbEnpY++tsHJgIMzHWq/cw5plYhml/blik1PmO5Kv+4fX7KegEEf/TSCaEoL/kYkPLHpSb1G+8voa+1hebjUXILkoSjGVKpCKNDUL9ccON9muI2CFdN4ngM9Zr0tGnkFHiMDUewwhq1S0ZJpkKMjsawMxl62izyi/vUw1arVSJq7hmlcmhk8Qi50OMxapHWVsjs8Y9hWHFGtEKlK6CVKhlv5zTvGGCK6VyE8ZS7goec6hQ788v+dyVCy5uuYYCfdUg9A+lnFNfC60BxQ8Y5GNk2rfnRuobiwXg+j7ZblZJmK2lohSpT6PZN/JaECEH0o2CvUyqRsg9EHsLaCMaaq1aG+mqEyiD9RGXNtCo/IybUAsZrQSa+CzlfQOjVSGMlpH4yKWEuM0wEI26/MgO0j+Hai5FOP0ILTwaN4/odIoqmjyLdfjxnYRxx3wlBgBFg3rH6+hXsf/4IHae7qVxcTiYToaejgbpFB0mNpcgrKqZwXIvCGwSZQoR2XBD/QXqjYB9E2mo1iV6DsNYj9HFCpVArAGlPfknzVe/cZiZveT+dIgdAuIjQ9RdFjNQ0gdAEnvfO5DehTZ0ZHL9ebKmVjefzG/QalYbXivyWOcFQ7whH3zhL64l2NE2jflUty7cumTWguRSkk2lO7m3i5N4zpOJpSqqKWL6tkeqq4wiRM0k+A4rKLT70JYv9L41y+A2NVDJDJOay9VaP9Tdo5BXpvoRxWh0nUcZGc5Bk0A0AgWO7GCEPw1bbtcIag30eUroIOaIIlE6HWtVdQnAxAWmrYEKv8DMhxiTZFlT5wRvyybep6SWSiW0MqRJItjZBrXySvCqySLt7g6ocMlunhr0P0o8BUWWqhukHCi6Kf+GBDKMmH9/fRctB3cODYKxmoqNGjGcCPVRp69zj8Amd55ClhbDAWo+w1mcfY4ALgnTOKi6TzIB3QmWctDKf67IY3BPI9FuIaLXKaDg9U1qU89X18xxgDGQInCaKi3eTW+AwMhiiKEvcODxgkFuQoaTyHTqVFggLHmD81V/9FV//+tfp6upi/fr1/N//+3/Ztm3brJ8fGhriD/7gD/jJT37CwMAA9fX1fOMb3+Cee4I03tWC8vpS7vn123jiH5/n7KEWDMug7UQ+o9tKWL5xiJpG0GlRAkMiCqFblVLdeaBEk76jCHYYgA72fqX0GbnPDxI0tTJIP6eyGOOTo7FUTTRuu1olyzHfgCqmauNZLKHfCblFOVQuqaBpf3PW7pOR/jFi+VGqlqjWFukNqNVLZj/q4e+nwRFqchgX+JH99HUX873/8wwDncOEIhZSwuFXjrP7ibe59zdup35VFqGnOWKkf5SfP/Ikp98+i6YJDMvgxO7T7H36AFtv7WPX/RLtnHkqv6yEXe9vZscdI2RSAivsYVoSsMEd70jI97kZGZ/3YDLpR6IhXQMz5GcDgJkCivOsqCjEjMzBlDfV+RehCWfbaQJOXj+gI6yt2f1k9FKktc7vdIoxzdnX8y24zVuyZgKk9JQOhZRg+Fk3rcBvW034KXbHP4c+eVbzg1I55I9r2+S49NrJltdsGTCvD4zqyfJLgHmDlB4kf6Rk8QlP4VF0gFuiymqiAJyDSPn+yVKpN+D/VlJ+tkoCeX6g65Gbc4zV2w1e/oVDLN8lFJm8N9NJl+E+h53vt8gpmJuM/OXEggYY3//+9/nKV77CI488wvbt2/nGN77BXXfdxfHjxykrm/kDyGQy3HHHHZSVlfGjH/2I6upqmpubKSgouPKDD/COWL61kfKGUo6/dZquph50Q6Nu5fuoXS+xzNN+GrcQYa4BveG8dXUpM1PY+1MmACnB60ImHwW9DGE0IqytyMw+8Fr9FKWmUovGchRZME9JIOvl/v5rL1q4SNM0Nt66lubDrfS1D1BcVTixjcRokr6OfrbdvZGS6mKVNk38m2KEG8tQKdCzfunG9dPzURA66USG537sEB9Ksmht3cQ2Pc+j7UQnv/zm03zqDx+aU0vtzHMqeeqfnufEnjPULqvCCk9yPoZ6R3j1sQzFZUOsvbFmWhYDkQcyhWllMEO1oId9d9Fh1BMyCuYyX5cjh1h+D0LTcb0wuu7hyRi2k0E3VICRTnlUNphKYEzkqklZhFRWZx4gjFrVECMdODdLJaW6F43rEdYm1X3hnmJigpBj6kEfukNNELPtI/w+5ZqaedvPkBSAcNT2re2I8FQHW095ucgxpJdSpN+p5TlRqEocstPPjPSiSiVCKaBhqRWyHIXQbar0Nv5VrVCVhFJPgKecNyePs19l66x3ztZJb8zniXjqNzKL4V6Ac2DvA3sPqu10SrZKuqosZR9VpVjpIKWjuou0ItCGUcFjhokFx7hoG4DMcP29RQz2jHFsXxpNg1BEI530cF3J6u06O+4tvSo7fRY0wPiLv/gLvvCFL/C5z30OgEceeYRf/vKXfOtb3+I//+f/POPz3/rWtxgYGODVV1/FNNXDsKGh4UoOOcBFoKA0n+33ZLNfPr8A1AzYR30/kobpq8vxVjXnBDKzRwUYRj1EH0Imf6qyFOgoZqkGoesQkY8h9AvnW8yGFdsaufXjN/LyT9/kzMFmDNPAdVyskMm6m1Zx6yf8ThC3xe9QqPIDnWVqsvO6UPXzBDj7wdzA6eNrOLp7lEVrK6YFPZqmUbO0krNHWjmx+zSb77j0VHZXUw+n3j5LeV3JtOAClJ7H6EAR+18eZdX2FnRzst10Ui0wV02iXhyVyjeAfNAsJjJMCPKLC4jmjDHQE6GwNIVpuTgZA8cGvDimaVJWbfvnJ6Y6acy1qgtiHiA1v83V3qf0BrQ8JhjHXjuIAoS1AWHUQM5vqqxY5iCQBn0TwtwAxtJZg1DpjSmLcLcHcFWJSAyofUUfQljrJsp/0jnjC6OdUeUY6an7w1g2mWERmu8n4fkttabKWAipsnDGErA2I8yNvn7D9HGJ8F1IGYfMbr8DR1fjErkQulsZnmU7DplBpp4He9ypU4KWh/Q7d1QwfFb9VyuZU2D+boXKRL2uAmMR8sm6475JOpCrskeuCdZGVAbTL2MJk2xy/yqJ54IIESlcz/2//hIrDxRydLfNyIBNXpHJyi0GS9cNYRXsmLPb7uXEggUYmUyGPXv28Pu///sTr2maxu23385rr72W9TuPPvooO3bs4N/9u3/Hz372M0pLS/nEJz7BV7/6VXQ9u0hKOp0mnU5P/P/IyMj8HkiAKwOvg3eWac5XQYb0EEJDWBvAqAP7ENLtBkyEuQSM5fNmaSyEYPu9m1myoYETe84w2DNMJBZi0Zo66lbWTBqcjZdlNJ+gKkw1gcoa9SD3RtSkEvss+14+QDjmZH1wa7qGYRq0neiclwCju7mXVDxNRUP2dHlBWQU9nS5jw3HyC08AKmWLc0JlMcJbVaDkdoGTAD3Xz26MgszgUUpy+AwjA5Ky6hQ97Rp9nQ7VDWOcPR6i42wOyzeMsHJLmvySYtAivpLpMkTkQ5fs4im9BDL1mDIJk4OqvdltUTwJvUYRUbUiROQBhKE6QIRWAKGbEKGbLmwfMqXKdvZ+lYUwNzMZGIz6LakqyJbOWWT8n3xSc6VvWOfbxNv71cp1vB1URMDcpMbrdkLoFoS1UnV1nCejIEQIIh8Fa6viKsm4H0StBq0q670lpaeygOkXVCCi1/lZj15IPoFMv6LG641Mjs9YBpH3z7Cof09CDpOJt5Icq8bSE0Rio6gy4fi5thTfSyZUqU3T8IxGpSRLCKVUPKWENs6VwVFZj8gHsHBZvX03q7d56jkoU34wej0ifOsVPuALw5wCjL1792KaJmvXqpThz372M7797W+zatUq/viP/xjLOv8DvK+vD9d1KS+ffnOWl5dz7NixrN85c+YMzz77LA8//DCPPfYYp06d4rd+67ewbZs/+qM/yvqdr33ta/zJn/zJRR5hgKsPF79SEloRhHZddnGdkupiSqrPkxGRUhEJSaFIegVqQtKK1esyhdDLL2xFeO5CRzr+inhUpfONJRMtiOfFO1IdpJqAYx+H8BmVWRjnAHjDk3V8kaNWZyKmVmsSEIIzR3KQaZOC0iR5BR7rrtcY6ovRdjpK07Eylm2up2xJBD3i0dvjgJZLfsV2wrHNl9y5IKWjhLoyb6hOEWMd6CsmZa8ZhdAHEaFtF6apMRvsg+pvqjgXuq/4GVH7tzYj9UXI1LPqPOlLp0w8OWCugcybqnavlUwhYHpABsJ3IGK/dlHZAiE0JSx1oSRZt9k/V2XqOJxmFdR7GSb8Vcw1YG5AdbAocTEphyD269NcZ99riI8k2Pf0Pg483Ud8VMMwC1i2zmPjzkEq6izGfXwgM+UcgjA3KbEtL646d/DLX+Crkxp+YHg9Qosiox8DZyPSPugThwtVG7ex7KqyaJ+KOY3qN3/zN/nP//k/s3btWs6cOcPHPvYxHnzwQX74wx+SSCT4xje+Mc/DVPA8j7KyMv72b/8WXdfZvHkz7e3tfP3rX581wPj93/99vvKVr0z8/8jICLW180eSC3CFoFcxIbGdLQMhh8FYd8mr3ssBiaVq7s5pPzgYJ3bWgLHI7wRYCiKP+lW1nNx7ZqLFdyo818Ox3cm2V0Dax9Uq3WkBHHWOtHJVm59K/suC8oZSIrlh4sOJGVoeAEM9I9SvqiavdBGaNmlPLtMvKD6M9Pz9xfyacQLlu+GSSETpbh7ECtehh0bJpJOcObmRkcEy+nsL6e3potHcytM/6aflWDuZZAahCQrLjrP5jjDb7900zeL+ouGc8vkQNaiMQgf42hPoS8BrQRgVlxZcADKzXwVV2QI6LR+cLqR9VHXjOCf8jpNzroleA/qAn8k44Fu0Z4CMyrhFHrjspQhpH1XXTytV2RSvFwip+1UmAUdlY4wlvkBcLogl/nneC1fpCvpyIz4c59/+7684ufcMObEI0ZxR7Ewubz5TwOnDUe7/tQR1jS4QVqTbyEcngwFjKYTvheQvwBn1S4+2n6kNq/cjD04GJMIAc7Xvb3NtYE4BxokTJ9iwYQMAP/zhD9m1axff+c53eOWVV/jYxz52QQFGSUkJuq7T3d097fXu7m4qKrL/6CsrKzFNc1o5ZOXKlXR1dZHJZLJmTkKhEKHQOzjQBbg2YKxQrYbOaV+h0L91pVSpb5GjBJCuMkhvQOkb4KJUH/0VqkyAe0KtDrUi38lRY+V1S9n79AE6TnVR1TjJw/A8j9YTHZTXlbBsi5rspXNaubPKET8Ai6gavdeFTP5AxTKh2Q2cKhrKWLKxgYMvHMEKm1jhyd/PUI8ibG64ZQ2adk7QZq4F/UXwzoLWoCZYowYyR9RKTMtloNvCybgUlIBh2Jw9vZaW04p7oxuKTvCLR56kpLqI8vpSorkRXMdloGuIZ/71JRzHYdeHdsz9vI9PmPK0IqBOmI0ZfuYoiszsR8zCR7jwHQ0B78TeN/ySUUIFDVlbVTW/w8BWZQdhgIgpjwxz3ZWprcsxNVanWQUXolBdV28IFWVEVKDhnFDeHgh/nDnIzG5VwnkP8jF2P3WAU3ubqFtejWFYKkAUDgWleXQ0xTm536VmSRJN9qvzlXkNKQTCaPCF4G4CoxaZ3gvOAT8zWA7mWtW6vwBaOPOJOQUYUsqJ/v+nn36a++67D4Da2lr6+vouaBuWZbF582aeeeYZHnjgAUA9RJ955hl++7d/O+t3brjhBr7zne/ged7EQ+/EiRNUVlZeUFkmwLULISyIftRvUz3DJIlQWbmLyH0Xng6+gpDpt1T62brBN7Dq88sSuppw3A4I3zOxSimpKuJ9n7+Vx7/1LE0HW7DCFlJK7IxNWV0J9/zG7eQW5vjiTC/6glyNk6tiYapWRbcVmX4WrA3ZXWpRHJI7PnUT6XiaU2+fRSAwLYN0MkM4J8SNH9zOquuXz/yeVgSRjyCTP/BJtBaqnBJWE6nIQdcGKK0cJJqbobuzgZYza6ZtY3QwzlDvMJvvWDfxW9YNndKaYvo7B9n9xH7W7VpFQeksRmXngzfiO2XaqnSDr+chfVtvz1SE4UuFKAJas78nJSqrlKfKSCLkn59sz6o0aGWI6Ecuyuxu3uB3BqnMRXgKkXpcN8PvDvKG1N94WzX+MeFyFageXFGkEmkOvXSU3KIczJCJpNInbDdhGH3cfH8XBUUjJIZD5BSWK5fkzKtI5yhEP44wV/nigUsQxhLgoYU+pHnHnO6ILVu28Kd/+qfcfvvtvPDCC/z1X/81AE1NTTM4Fe+Er3zlK3zmM59hy5YtbNu2jW984xvE4/GJrpJPf/rTVFdX87WvfQ2AL33pS/zlX/4lX/7yl/md3/kdTp48yZ/92Z/xu7/7u3M5jADXGJSD4hcVcdM5riaLCaGtqoUe3gxI6aq2NeF7PFgb1Wra61WZBupAJJVktF/asTM2xVVF3PfFO+k60+O7tArqV9WwfGsjecV+26HX76fcS2em3EGtgrxWlfExV806xryiXD78lfdzal8TJ/c1kRxLUVJVxIptjZTVlzLYPYymCfJL86ZlMoS5HPR/5zt2nlYvRu5XqXO3Bds9wJljBsJcy9BgJdKbzDq6jktvez95xbkzsyNAYXkBzUdaaTrYwsZb5+oOmVLZBVHJNGt1Yfk6Ee1+XRyk26MULJ2D/j1Vp7JhxorzltyEtQFpv61W9+fax8shPxOx2ieArlRci6kiXzCZhdOXKC7HAkCYq5CpXygJ8ml8Ch0l9CVAL0DpmqQm35ZxMBZdtRyAy4n4cIL4cGLiNykQSGMJaMWU1+ylst6m7XQ+hdWN5FQ0orJZEryzykXVWHzhXKlrFHO6K77xjW/w8MMP89Of/pQ/+IM/oLFRrRx/9KMfcf315xdMGsdHP/pRent7+cM//EO6urrYsGEDjz/++ESQ0tLSMu0BVFtbyxNPPMHv/d7vsW7dOqqrq/nyl7/MV7/61bkcRoBrEELLUa2mWSyqrz44PtN7PINgzHR/dE4gSOHYDvuePcTbzx5ksHsYoQkqF5Wx4da1rL5++cz087gVuijIvmthKY6ETGd/fwqssMWqHctZtUNlK+yMzb5nDvGrv39mYixVSyrYeOsaVl432RapSLQ3I0I3n7PFreRU38LJo99HICipngwuPM+jt7WfTDJD0crsOheaJhBCkEleijKhQLUA+u6j0+Ay7gMhnVNKAM1Vmh1ggPuWChpCt0L4fe8cZJhrlButvVtdC62QyS6SpNrGuEeJuUHJQjuH1WvC9/zwukHLU6ZnV9oyfBx6LVg7lI+JN+wHGUJl26SngicR8TlQ4xo0ScBGmFsXZswLDNMyMEwdO+0o6hEqyBB6HuW1DrZTguua6FYpE1OtEKBVq+4g+zi8y5VT5xRgrFu3joMHD854/etf//qs7aKz4bd/+7dnLYk8//zzM17bsWMHr7/++kXtI0CAhYG/Wnbas/uc+MqWnpfLE//8HHuePEAoYpFfkofneTQfaaflWDsjfaPsuH/L9CBDy/Mf+PGZK2fwU/HmpNDSBcKxHR7/1nPsffoA4ViY/OJcPM/j7KFWmo+0MTowxvZ7z891Kakq4oYPbOPZ775M24kOCsryGegaouVoG2ODcRzbofV4B4ZpULO0EjM0GQQ4tgsCci5FTExEVBbHb5lV50hMEha1ChBhZOLHUzo7xgOJcqWumH5GtTq/k8CWsCD2MWSqTOlOuO1qP3opWO9TtvJum3JftY+p0o036HcBFKn7w1yNCN2KMJfO/XgvEUIIZOQjKvjJvAXeqD8ZhpWehzfsO+zGgLBqnZUjqpXW2rBg477ckNJTxwkg8qYFm7lFOTSsrePgi0fJK86Z+H0apk0onGB0UCMcC82U9xd+SVEO8m7HnAKM1tZWhBDU1Ki+/jfffJPvfOc7rFq1it/4jd+Y1wEGCHCtQggB1jak832yelx4XaCVcOZolH3PvkFpTTGx/Mn2zJyCGP2dg7z66Fs0bmygrG6S8CW0POUAmn5ukpA3DikV/8BoVMTYi8CJPWfY//whyutKieZNBi45BTH62gd4+advsmTjIkqqzq/uuP3eTeQUxtj3zAEOvHiEztM9WGGTxk2LEEJwal8TTQdbiA8nWLGtEcNUj6Oell5KqopYvG4Wd9ILgVaugjpRD16bmjBBZQ2MGuVICiog0OunlyxATf7OIDK9G/EOAQaAEBFE5F5k6CaVjUADvQohQkinBZn4R18Wukx1YXiVqnwlciDyoelS3wsITTOR0c+q0p43qMarFYDUwD2uOqG0ItWxpRWAeStiiivruwlSemC/rcSznDb1olED1nYwNyqtHSHYcucGzh5qpf1kJ+X1pZghEycjSIzYSM+masniacGzv3FUaujdzxucU4DxiU98gt/4jd/gU5/6FF1dXdxxxx2sXr2af/3Xf6Wrq4s//MM/nO9xBghwbcLarFau9j6fi5GvxKlkL2Ahwndz6NUOpCunBRcKHg0rbOzEIYbbhigp3YAwV4FejxACEboZ6Z4F5ySIYuVrME7U04oRkXsmUu59HQOc2H2awa4hrIhFw+paFq2tm5jUx3Hk1eNIybTgYhzFVYU0HWzh5J4zFxRgCCFYc8MKKhaV0nq8g4LSfKqWVKAbOnbGJj6SoLe1n45TXeQUxiiuLGSgc4hwToibPnI9kZy5eysIa43KGqAp5UqZ8N+I+KtzqeSc3dbpHI1pG8kDtxkpnVk5BlK64JxBOsf8bFIhGA2Q3o1023zjq14wNoLml8r0kJqg3VNgvz2rsuZCQJjLIPYwMvmY76ExrN7QKyDykMq2CF8f5V0YWAA+gfpJSD+hXhA+odU5iXROQKgHwncjhKBuRTXv/+KdPPe9V+g4043neQigrKKCTTv7KarJ0hEp+9W9ZSxcxupKYU4BxqFDhyYMyX7wgx+wZs0aXnnlFZ588km++MUvBgFGgAA+hIhA9OPIdC3Yb04YZ2GsUOlzYw397f9KJGf6w1rTHBqW7qei+gyZ5AiR0BCk2pHp55UxXOQ+hF4C0c8i0y+oicrrAyylfxHahTAakFKy75mDPP+DVxnpG8UwdVzX443H9rJ002Lu/cLt0zQw+jsGiOZmn9iFEOiGxnDfxanhNh1oIZO0aVhTh+a7y5qWyYptjeQV5XDmQDNtxzuI5oRZtmUxm+9cT+OGi8u8zIBWCeE7IfVzpd8gigHNF9lyIXSLXzbZ9w4b8RUTyc7BUCqePwJ7r891MRSx0+1VmRJR6Pua6CD3gLlaBZjglx8qFAnXbZ+wTr8aoMSbloNz3FeZVZoMQptjR89VimxaM4BSk00/6y8IppY2C9TvN/0cmCuUhg2wdNNi6lfV0HSolbHBMaywRcMqjZjxPZBNIGv8DiIP5IDKDoVuv+ZbUC8EcwowbNue0JZ4+umnuf/++wFYsWIFnZ2d8ze6AAHeBRBaDBG5Cxne5esK6KCVTNRzo3lRelr6p32nqu441fXHSY7l0d2mE8qrUUQ8OQTpZ5BaASJ8M0IvQUQ/hPTunFTyFJPGa6f3n+Wpf34B3dCnmaelEmmOvnYCM2Tw4O/cM/F6JDfCQNfwrMfiuh7h6MXpyiRGkghNTAQX47BCFg2r64jmRXAdj8/+949RXFU0L+UCpTFwM2hFfpq7BZBgNCCs7crszjmtRNBkQgUEUyGlOtfGbbOSPGXyV5B5TZH29BzF70i3+cGG9Dt8IkCuKivYh5SGxHibqoipMplU5RvpJfxJfcif1JfNi2fOXCBEaJqJ2rsF0huGzF6kvQ9kHKmVI6xNSm9k3C8mc0DdE3qWoE8r9n2P9iOMySDYClss37Jk2kel87Dvh9SqggskiHwI34kI33WB4034rcMC9Ip5szm4UphTgLF69WoeeeQR7r33Xp566in++3//7wB0dHRQXLwwP4gAAa5WSClpOdbO0deO09nUgxUyWbp5CSu2N5JXlMuK7Us5ufcMdsbxmelpKqrPYKfDxEdNdMOhsNz3NRCF6uGXeQ0Zum4iTS20XCao7FP2+/azh8gkbepXTW8fD0dDlNWVcHLPGTrPdFO1RKVyV163jDMHmnFsZ0b5JD6cIBSxWLROtVJKt0u51jon1AeMpQhrI2JqlwwQioaQnpx1xejaHsXVRfMWXIxDcWCUWJVyevVA5E+UjaSxRK1E7bd9HoafuZGumhS0QoS1Jeu2pTegWpA1vzQFSl+DuE8u9UmRUgPNAwpUwOL1TJm4UirYEBFkZr9qE3W78Vs3QMtHWjf43SWX1gYqpa30WGRScT/0uoXrWFkgSLcbmfhncJr8gNIC7wjSPqwCv+hH1ATudaP8QWZD2P/MLPuR0nfLTSpzORyEHANMJd9+AUGjlGmlc2O/7it8CsWJCV0P1o5rpi14TqP88z//cx588EG+/vWv85nPfIb161WrzaOPPjpROgkQIIB62Lzy0zd55advkhpLE82N4DguJ/c18fZzh7j/t+5ixbZGDr50lKYDzZTVlVC9aIRwZIy+zhziI3HKG0qnM9G1EsXidzsn0rTZkBxL0Xq8nfzSvKzvx/KjigNxejLAWHXdUg69fJTmI20TRE8pYaRvhIHuITbetpba5VVI+wAy8UPVbSH8EotzApl5DSIfRvjtd67jYpg6Y0NxjrxxgtLqYgorCjD94MWxHZJjKdbuXHnZiI5CiKztvELoynU3IZVbLzbj7avo5dNM0GbAaZ0UORuH1wcYvi6J34KqRf3Mks9Z8QZUgDFF+0J6SUh8z9fgqFecEOm3uqYeR2IgInfO+filfQCZetonK2ZUut5ogNBdinPxHoCUEpn8mQou9CUwdYL24pB5HfRqCN/il7fs2Tcm7JkZr/H9uO2Kv+Kc9Hk/BujlKpt2gWReKW3128q85pdpKgAJXr963R2AyP1XBTH4fJhTgHHzzTfT19fHyMgIhYWFE6//xm/8BtHopZkUBQjwbsLJvWd46SdvEM0JU7loMovguh4tR9v41d89wyf/8MPc/1t38fS/vEjTgWY6z3SxZGkCx4lRvbSShjXn2mIL1CrXm3W/0u3BSx1HOt0IIxdJDuIcLoGaeEF6k9uJ5cd44Lffx9P/8iJnDjTT06qUeXMLY1x332Zu/ugNCNmPTPwEvIRqYRwfm5RKQTT5I9ArGBmM8NjfPcPp/WdJjKYY6Byg/UQnheX5NG5chG4Y9LX1U7+6htVZFEOvBIRWCLHPqwnBaUJKW9XGzTUILXtgpjB+zsQ5r4npr+t1iochByfT5DKpgkMRUzoZmVdBjp2jyKqpVlfXg8wrKlv1juPJDmkfRMa/o8o2egXKETcJ9kmk2wOxz1yVCrjzDrdFXWOtenpwAUoET0aRmTchdAPCXKn+nc33SGZASkW2PgfS7ULG/1GRY7VKtS9s8LqRyR8icCF04/nHah8B+y3lVaRN8QjSa1Q2I/OyyswZDRd9Gq405pxnkVKyZ88eTp8+zSc+8Qlyc3OxLCsIMAIE8CGl5OCLR3AyDoXlBdPe03WN6sYK2k910nSwhWWbl/Dh37uPrqYeBjvPUl4yyuK8GOGcLGJU3qDvxjpTNVfKJDL5C8jsI6wNU1qRoOW4S15+B9JciRCTZZRkPIUZMiipmZ6yLSwv4MNfeT+dZ7rp7xhEaILqxoqJY/BSB/xU//LJCRHUv/VacE9gx9/ml9+Mc+Kt01QtqaCmsZK2k510nO6kr22A4d5Rlm1ZwvpbVnPzR2/IarZ2paBMpFaCufLCnXf1ClVqkMOT2RGtcFIKflzZU69SWQz7FMhWpZTpdoNRjwjfAXoVMnH6HRRZS5QDrHNaKcFeBKR0VOZCps/JdEXVKt49hUw9D7El18Rq+JLg9fgZpVnuM1GgskveoCLjmsvVRK9V+QJsqCDQ61DKuFkMx2T6VVUa0ZdNaXu2/N9Eh5LuNzec11tG2vtVsK5nGasoAK8HaR9GvFsDjObmZu6++25aWlpIp9Pccccd5Obm8ud//uek02keeeSR+R5ngACqjuyc8evpIaXhfyWMoC4Q0hsA5yzgglaC7VbTdrKT3FkEo6ywheu4jPYcRmYGAI2K+noqF2/HS7RD+umZ+hkyqVbDoXtmHLuUHjLxb5B5BbRSNHMZ63aN0Hy8lZG+HvKKM0hrM0IoY7GuMz0s2VBPXRZFTSGUeud46WQanLMov4osk5IQQJizBw/QdMCgurGCkE8KrVtRTeWiMob7R2k/2cnGW9dwzxduvyomt3OvnWoFnknulNIDt0Wt/rU8dT+KqFrp6hWKu+EN+G2wS/3VcjHoI2BUQPgBhFEFegNCGEi3G8imNupjgifxDin72eA2q1JONsdYIVSA6pxSfIJLdJW9+jF+LSVkDSM9/zO64jVFP65+S84xVcoCFTCamxDRB2e06EovoVxoRdFMTRVQ59o945vFbZp1lFJKxgZasBMZHLeP3KIcwrEp+xICMH1extWPOQUYX/7yl9myZQv79++fRup88MEH+cIXvjBvgwsQYBzSPolM/dzvBnBRrOoSpLVLtWQuoE27lBlk6gnIvOF3iaCCArkIgYMns+sFRKKj7LjtADU1R5Fxf7Ui8pDWJuWy6PWDfdB/YPmpbSnB3IoI3zZzg26z0tvQKtXkB6zankdPaxlvPdnPQHc/0YKTOE4pmVSGmmVV3PW5Wy9afVdNevIdPuDRdiqFnQlPBBfjMEMmJVVFuBmXjtNdCx5czHrtjCUQeWAaYVW6XX4d/6TKCsiMukaZV9UqVURA5AIjQA6qLbZN6WNoJYjoQwhzuukbWr66Vt4IkGXFOqHIen7dkZnfTaJcZGfRqxBhX9I8cfHbvtagNyg+gxwAkcXRVvap1lz/PAutCGK/pgJG1xfa0qt9cmy2ezbll1Rmy5BMlVfPjsHuIZ765xcozj9DaWUH/T1DWGGLstpiGlbXoZvjv1PfQO8awJwCjJdeeolXX311hoNpQ0MD7e3t8zKwAAHGIZ1m35Z8SP3IRRiko9q3Uj9Va5LwzQsztnHyWPoF1eGhN6qAwBvDkEdoWBZh38tFFFcWTvueaSVZtOxlotEerNhG35/Elw9OP6smsOjDCOcwMrNfvS6KEdYGxQ/I1q42TizTJtvrdF1wy0OlNKyMcuSNZnrbhgkXrmf5tqWs3L50TqUJYTQiM2+pbotzOxGkB2RwvTI0MTbrNjRDw8m4F73v+YS6do9C+vkZ1w77ENIbgZwvILQipDfodyCcndKW6oFXpHQTcHxDsxXqfTmm9DcQYCxHWJsQWbIEQoSR5lZIPQqyCKY630pP1fPNpRetyKo2nuv/VhLZJz6Z8NuaL05O/lqE0IuR1haVFcTyz43wr2E3YCCs66ctVJTTaZ36O+8OoqBFFC+JLJO/tAExWW45B/GRBD/7q8c5e6iV9dcvYvGqQdCiJEY92k504tguy7YsUd0owkKYK+dyGq445hRgeJ6H6858OLS1tZGb++6/WQNcWcj0S2qlpS+dQoLzjcPcTki/gLS2LEy5xG1XHhRa6RQLa1Tromhk3XXHOL4vRPfZXsrqSyZWP4VFTYRDbbjeIvJKKv3jEihBKBPsvYjQdQhrK8K6QDMpmfG3MX2FpWmCJetyWLIqT5WXjE4QTaAfRdob1AR4MRkgcy3oL6oJVF80ZXXmgncW9CqKa9YieRXX9dD1mduODydo3HSJYlrnQEpnMnWsFZ2/DdNtV74bs1w73FPI9B5E5A7fbfWsH4T42xWaugeF6hQR0Y/O3nXyDhChG5Qiq31ABQIix8+QDCrJ8fD9c2sp1WsVEdA+AWLJ9PtifGK1tquS0PjLbjcy87byJMEFfQnC2uiXdBa+lHUpEJH3IUlDZo9f9vDJ0lohInzvJel+qEBxM6R+CbJkJpHU7VBlqFm6do6+fpLmw23UrawmkZT093ZTUt6KaeWgGRH62nqpWqyTm58B6wZl/X4NYE4Bxp133sk3vvEN/vZv/xZQkd7Y2Bh/9Ed/xD333DOvAwzw3ob0hlUdVCuZhQRXpiY65/TCOBM6J9VqVctiFy906lYUcMdHBc/9zKDpYAuGZeA6LvUNx4jECqhctnTmg1vLA6dT1Wsv5kGiFaCyIN7MOrA3As4BlMNonkq7O63IzG6lahm+54KDDKHlQ/RjyMT3VV15oqbtqQkx+hGWba2k5OdH6TzdTfXSimnHONQzjBky5q1zREoXMm8qQS3X1yfQK8G6Dqytsx+Xc9IvX2S/dogcsHfjhW5Tap0iNjNjA+p8el3+9ZpDgKHlQPST/jG8CXIENAuMO1WQOUd+hBAahO9Gur2qk0UrY8Igz+sBvVKZrPnXRtpH1TX1ev2MhwZOMzLzJiLyfgjdMKdxXC0QIgyRj6j7wjmO9NIIPR+M1UoV91K3H9qBdI4rXotW4pdkMiC7QYQR4buVsm8WHH3jBFbYxDANXBdOHt5GOhmlpLyV0opB4sMJRvrzyC2/HxG+/ZrRMJlTgPG//tf/4q677mLVqlWkUik+8YlPcPLkSUpKSvjud78732MMsMCIjyQ4sfs0p/efJZOyqVxUxoptS6lYVHb5VzUypdKLs/SdT/ABZOryjmNWpAAte/ADQIh1N2jUbvwQJ/eotk81uXZTUKyjWbMJ+mhIL3nhXQ2g2O1asa+vMIW4KV1fSjyhZMaNKe95fklGr76oLgVhLIac31GrXfst30XUVD37Mkks3+KOz9zMY998mqZDLeQW5qDpGqODY5iWwfUPbGPJ+oaLObqskNJTXTPpZwFjkqvgtCDdM2qyDN87y33qW9mPv+cNqgBFjqkADEttE9tPfc9yrcazTzI95+MQWkxpMIR2+h0ollLTvEQIoxFin0GmnlMBlTeoyiLWdkT4NoR/n3juIMT/zie6RkHLTJqzub3I5M9V8PgOuivXAoTQVFbHaLi439aFbFsrgthnkalnFOHT7VCZDGO54omdy7+ZgsRIEis8Wfa07TCnj2+hrXkFsZwROs70sGj9Dmo33zvPo768mFOAUVNTw/79+/ne977HgQMHGBsb4/Of/zwPP/wwkcjcDYoCXH3oae3j53/9BG0nOjFMHd3QOfHWafY8dYCbHtrBlrs2XN4gQ+Sq1jIvjiLOnQOZUkHGQvkkiHzAy85HADVZGYsoqijmuvsmV0neWBM4B7NvUyqNC6EVXNxQtCII34tM/thfRRUDuiJ/ej1qsjCmq2yiFYI7oDgV5kVeS2H5+gJnUMSzHOVA6ewHcxNLN32Ej371AQ6/fIwTe07jOB5rblzBmhtWsHTT4vm5b5zTkHnJV9QsmHJcub7l+gsq8MqWCRJ5qODUUTwKpwnVrWGgrumYykh4o0qTwjkJZPGPkL4mxjzcg0IY886JEMZiiC3yWzV9JU+teDJzITMQf0SVi4iCSIPrKnKjW6FaMt2zyMy+az7AuNwQWhEi+hDSu8OXfLdAqzhvdrCkqoie5r4Zr6dTOaSSMdrPZlhz87XX6TNnHQzDMPjkJz85n2MJcJXBztg89s2naTveSd3KanTDl1iWkv6OQZ797suUVBexaG39ZRuD0KJTaptFTHO+lBI8327bWDL7Ri4nJrIGXdOzBuAzxh2EuXXGZCqsTUj7oCIUnssd8bp9O+yZvfbnhbUNoeUi06/5E7+nVqx6lV9CyvKgE4W+CVgKuLAFgpQSOfYPkPqZvw1TBVt6tSrxZN5EaoVULrqfykXl3PbJXUgp0bT57fZRmgEpJWh1LrQicPqQmYNqkj0X5irFv3CO+qvN0CQ7X9qAq4KP1E/A9F1xs/mWeF0qUMsivjRfUPLT7aokJe0JQumFOpoKIZSiZDakX4H0myjNhimaKNJRug/OuPvr6Us+jvcKhFYwPeA9D1Zdv5yjb5wkPpIgljf9/hroHCSvKJdlm68N3sVUzDnAOHnyJM899xw9PT14U5QAgcBN9V2CpoMttJ3opHppxURwAephVVJdxNnDrRx46ehlDTAAROhGpHNKGUGJQp+JnfFtyYsQ4XsRs1luX2YIrQDC96isgXvab4HTFZlSjoG5NXvpwVyrCHaZ10BGUGJNnmqXQ0eEP4DQyy5+PEL4K/aVqpaPq/xCkv+mxpUN0vPT/Bc2+avui8cg9SN/shuXwe5VQlNGo7pOmT3I0E0ILV/Zy89TpktKqYIw55iaHL3RSWGrGQj5ZlEzIbQCZPhOGPlzJoziZMYvdWQUN0NfpLgVoV1gbYbMmz4XowAVgCgHWxF+v8ogXQYo8bRHIbNX3VNogFBBY+QBhLniEradVtwVEUIFmFMgDMA3ZBMhZr1/Alwylm1ezIZb17D3qf2MRELkl+TheR6D3cMIDW79+E5Kqq89n685BRjf/OY3+dKXvkRJSQkVFdMJXEKIIMB4l6C7uQ/XcafVBqciryiH5sOtuI47LQCZbwgtX9WR068ogylvEDBVHTl048Knba3tCC1HKfk5TYAHWgHCugtC12etpQthQvTDYFQj06+rdD6actC0brhkJ0slA+6n7I1FSBHOni0B1a1gbr/wmr/bCqnHVFlIK5tkzI+3RDpnwNzkcxo65rV8pdQpfwXpV1UA5bSo9mU5orJYMzIZdvZjHoexWmVdvJAfWHgqUNEWq/KIMMDpQXh9EP0Y6HXIzBv+PaiBsQoRuh6M2evrl3a84620LyqxJq3Kb6+0wWtFJr4LsV9HGLVz24Hb43doVYEznKXUF/aFwwbACAj8lwu6oXPXZ2+mvK6Et587xGDPMJoQ1K+uYdNta1l53bXpGTOnAONP//RP+R//43/w1a9+db7HE+AqwvkWnPJCPjRPEFoBInIvMnSLv9oMXTRH4VxIKelt7SOVyBDLj1JUUTCnVbbKGqxRk5U3gNJEKDyvtbIQlhLUsnb4E5but1fOs2iY3gDGCr8TYqprqKcIoSKmLMwvEKosEYes6fko0K/IkpoF80ylk6nnIPWkyppoy1RJw94Hnu0blpm+pgh+VkMgjNk1A4TQkHqhCpS0sJ/NCU8GTXJcUEyoACx8i+qm8AYZJ5VeVg6S16EyF1r59JS7MEFbBO4JZOaNuQcY49CKVVZGDgIFk0GG9ICEHzBvuLR9BHhHmJbJ1rs3suHWNYz0j6FpgvzSvHkvK15JzCnAGBwc5KGHHprvsQS4ylDRUIZu6qSTGUKRmZPlSP8om25fd1mzF+dCaFHUJHZpaDrUwuu/2EPrsXbstE0oGmLJhgZu+MBWyuqyEPkuZGxCTK9hX/D3rNnr4/MAITSIfhiZcBXfQDqoNLurJsjI+xHm0gvfoNulsiNizJ/Ep5ASBSANkD2grVMr43mC9MaUaqbI9Qms+BoWZapkIj1wmtVkLEdUat/cqHxGZoNvXY5zBKUVMXWHCXD7QTpIrWzSxuwyX69pcE6/Qxu0UKUo+xBS3n/egDYr9HJ1Dr1+FSTbh/yMkC+pLdPqHMU+ibhSx/weh2mZM4T5rlXMKcB46KGHePLJJ/niF7843+MJcBWhYU0tdSuqaTrQQu2KKgzfYltKSW9bP5GcMGt3XryinPRdN5WjpFAugVrlnFaCQ73DtB7rwHVcCsvzqVledV7p69P7z/Kzv3qcscE4pTXFWBGL5GiS/c8dpquphw/9+3vnHGRcrRBagZI+dk4i7ZNARrmGGmsuXgNARHy6Rg24x/xJaKoCZUb919oyJwfQWeE2K47HVFVLYaiJ0THB6VCkX+eQ0iGwbkBE3nniFUKAdZ3SL3B7fdGppJrY3S7fWK4Ikv+G9G66YMvtecN4MDjbPoUJOOpzcwgwVBbtOmTiRypws7b6XJohv2SUgPB9aBeR4Qpw8ZBSXvNCZtkwpwCjsbGR//pf/yuvv/46a9euxTSnE+x+93d/d14GF2BhYZgG9/z6bTz610/SdqwDzdDQdY10MkNucQ63f3wX9atqzr+hKZDeADLxM38l7XsgiBw1SUQ+gNAurEUvk7Z56Uevs/+Fw4wOjCGEwLAMapdXcfundk2zRp8K13F58UevkRhOUr+qZuJHbRbnklMY4+yhVt745V7e/6W7Luq4rlZI6fqtvKaaTMxVWa2mLwYTdtZ6FZCc9NtAB2y1v/BNiPDt83EIk5AOqjB3TgApwmCsUxLdXgtEHkRYm0Erv7CHtrkOQu9TMtLOYf94RoCQ6lAylysHy+T3QCavrCy9VozKJGSxDgfwhpWuwwV2k2SFdT24fSo75HUDIb8EY4GxExH54Ny3PQuktP1jCqnW3PcgpDeoFGLtfeDFkXqlum/NtXPLRl2FEFJOFBkvGIsWzU6qE0Jw5syZSxrU5cTIyAj5+fkMDw+Tl3dtGMYsNJJjSU7ubeL0/rM4GYey+lJWbmu86FW+lElk/Fu+DXLlZGpdjigugLkJEfv0eX9cUkqe/Mfnef0Xe8gvyaOgLB9NEyTjKbqaeiivL+Uj/+l+iipmphmbj7Tyr3/6Y0pqiglHZ5Iah3tHsDM2n//aw+SXXLv3h5QpyOxWgYA3qCYMYz0itH3OypCT204i43+n2jZFJYiMTxYcViUTax3k/Ec0fX7Pn3Q7kKP/29dxyEIcdbtBWIjc/3DRsvHjWTUZ/2ffjbZSlQ/0EibWYW4nCMPffsElH8+FjSuljtnrUMTTqQGTNwZeFyL6cURoxyXuxwP3DDJzQJVLtDwlDGUsm9cOLen2K5KsvXei/CKsbUpx9SpyRr7ckG6n8ldyzqquJCxgTJWmrK2I6Eeu2iDjYubQOYWOTU1NcxpYgGsTkZwI63atYt2uS+zztw+pSUlfNH01JvLV/zsHVSuqufYdN9Pb2seBF49QVFFIfslkxiMSC1O/qoazh1o4+NJRbnro+hnfTYymsDNO1uACIJwTZqw9TmIkeUEBxtWY2pQyiRz7V3D2+9oOueClIf0k0jkA0U9eUueNEBGIPoxM/MS3s06pUoVRDcZSROTDiHkOLgA16RsrwN7tt4pOeXzJlCIohu6d00QlhEDqvieMOQt3RCtTrcj2cQhdmZKBkrd+AJn4DrgnFBFTmL77quPLoW+eh/1oYDQq5c/LBOl2IeP/pETNRD7jbq4y+SPFgYl+an5LalcplPrsv830tqFMBY2ZN1QHU2jXQg5zXvDezE0FWBDIzCH1Y8oWmYsISA9pH0WcJ8BoOtRKYjhJWe1M7oCmaeQU5HDk1RPc+MHtM/gY4VgI4x2Iq+lEGjNkEo7N3rIpZQbs/cjMHnB7kFoOwtoE5kbVUrtAUOM6gIz/QLXzakXK8EqLKCEoWapWqcmfQc5vX1JqetLO+qwvE46alPVF898FM75PISByH1IOKqVSkeNPUnEgo5RIQzfNfQcy7QtpzSI2JnRUuSI+933MAcJcDrEvqGyUfQBwldS1tQ2sTVftSncqVLvtLxSPRl86ZVItVKUS+zAy9Twiev+CjvOKYNw7SathhvqvlgMyrK61tWPB9H3mC3N6wriuyz/8wz/wzDPPZBXaevbZZ+dlcAHeZZBjqFTgbDAv6OGdSdmKQD9L5sAMm2RSGVzHmxFg1CyrpKKhjO7mXmqWTV+lSinp6xhg3U2rKCjLHihImUYmvqccGYUORMEdRSZ+CMZelR2Yg0DWpUKN6wdKCMo5AWhqVe8c8S2/16mHl16tOi2cU8pa/BKgVr2Lr6izo9BLVWCT2auM2mQCjFrlOGttmtVM6sI2HgYR9bMDWVj80neQzmZ9fpkhjBqEUYOU9/mEzvBlC+QuC9x2dV9qlTMnVWGBKAJ7D9K75YJ5WNcs3F4VzOqz3EeiQHFivJE5daVdTZhTgPHlL3+Zf/iHf+Dee+9lzZo1V12KOMBVCr1ClUCyQUogrVrmzoO8ohwkzGoFnhhOUNVYgWnNvL1Ny+T6B7bxi0eepPV4B6W1xYQiFsnRFD2tvRRVFrL9nk2z3tMy/bKaxPVapklGSwec00oUKfb5K/+bSL+qUqtaMRACLaQe3NJTpQPnuBK/EhHA8fU6rk0o9dRblQssDmDMy/kWwkCaWyH1byCnCIiNw+tRWaFLDMwuBUJYc+oWWXB4/SoY1Kqzv6/lKYKpN6h8ZN7NmNAYkbN0B7mozqFrKICcBXMKML73ve/xgx/8ILBmD3BREOY6JUvsDc3U6Zf9ivB1nvIIQOPGBooqC+hp7qVy8fRukVQ8jZ2xWbtr1ayTzsrtS9E0wauPvkXnmW7stOJkNG5cxK4P76C6sTLr96RM+1LROczwoxCGWp05J1QL7hxsu+cKKTOKOCei/th8jQvw/52jAgo5DPg17suQepUyrUo0mb2qnVTk+aWj9ZeFwKeu7/wehwhtRTqHlbGZVoryJrEViVVIRPh9C1oGu2YhTCa0V7JNO9IB9MtyX1510BvUfSUHVebmXMh+MNaqTMY1jjkFGJZl0dh4+chAAd6lMJaCtUtZa3vDihcAanUjJITuzm5adQ5i+TFu+diN/Orvn+Hs4VaKKgrQTZ3RgTGSoynW3LicNTcsf8dtLN/aSOPGRbSf6iKdSJNTEKO8ofSdVfO8Qb8jYxYRHJHrr8J6gCsXYEyOq0CROrViVRYh4gtHjTPU4+pBruXPuzmc6iz5nmq5Gy8dyQGkcwxMv3SkzXLeriIovZBPI1NPQuYgeM3qeIwqRGiX8pYJcPHQG5QjrdeTnUDr9YC5RImkvcsh9FKktQnSzwG+e64QvrJuF2AhQjveFZWBOQUY/+E//Af+9//+3/zlX/7lu+IkBLgyEEKDyH2gl6tMhtsFCDCXIKwdiiR5gffTmhtWEM2NsOfpA7QcbcMb88gvzWPXh3ew8bY1s/qnTIVu6NStmCVlmxUak6uwbBjv+L7S3GmffIjPhdJrfQXKIVTGQqg/bxREAkJ3zrsxl0w9r7o79LrpJEmZAfsoMvlLROzacF9WltsfQ4bu8H04DNCrrwky5dUKoUWR1k5luuf2KEEzoSlei9epdFqsXdcWr+QSICL3IrGVDLzXifqNSt+88QNgXD5n3iuJC34SfvCD08VWnn32WX71q1+xevXqGUJbP/nJT+ZndAHedRBCh9B1vmLgkIrcRcGcHiyL19WzaG0do4NjuLZLTmEM07qMKVatBIxaRZAkSzudN6BKP1ewPKLGVQRGvc9vyfN5AqtVuUYO+YqMUpEYQzsR4fkVEZNeAuy3/NbDc0iWwlKrUvsw0u2+puSmhV58zZPsriaI0E7V6ZR5EdxTMC6+rpWoe/ISDf6uJQgRgchHlQ+Rc0IF4lqBEsK7TK68C4ELDjDy86fXHR988MF5H0yA9w6E0Ofl4S2EIK/oypDChNDAugHpnFHZF63MX4VJJRYm+yF01xV/QKhxXa8s7d1ONaHr5aqU47aotKu1GRH7zCWLbGWF1+eXvGYJHkQBeCdV+egaCjACzC+E0BGRO5GhLUoPRyYVudNY8e7vHMkC1YXVoP7epbjgAOPb3/725RxHgADXBsz1EB6G9FPgnmQitSmiELpp3rMDFz6udYjIg8jU49PHpUUh/EFE5MELt2O/aIyXjrxZ3vf88Vw5U7wAVy+EVgShmSJ4Ad59mLOSp+M4LF063YHx5MmTmKZJQ0PDfIwtwDzBdRVn4HwmYFcCV9NY5gIhBCJ8E9JcDc5hpDuM0MJgLAe9bsE4SUIICN2olC6dI/64QmAsA73+8o5LL/dbkDtUqeZceH2KeHoBBN5rFcpxYf5aZgMEeDdgTgHGZz/7WX7t135tRoDxxhtv8Hd/93c8//zz8zG2AJcAKSVnDjRz6OWjNB9tRwCL19ezbtcqapdfDLFxfsZyev9ZDr50lNbjHQgBjRsWsXbnyhliV9cKhF4C+k1cbVOJGteuKzouIUywbkS63510JBXCLx0Nq/JR6J53ZRpceoPI9B6lnCqTqjNqQvTrEgzIAgR4F2BOZmd5eXns3bt3RqvqqVOn2LJlC0NDQ/M1vnnHe8HsTErJG7/cyws/eFU5nxblgJSMDIwRy49y52duvnRfkYsYy2uP7uaFH72Gk7bJKcxBepLRgTFyCmPc9blbWHPDwgkXBZgfSOkhU0+r1js5wkTJRETB2n5e2/RrEdLtRib+GZwzSn+EsK9Em1HaH9FPILTo+TYTIMA1hctudiaEYHR0dMbrw8PDEynwAAuH9pOdvPjj17DC1jQhqqLKQrqbe3n2Oy9RvbSS4srLr0vQcqydl37yOpFYmKIlkwTD4qpCupp6ePpfXqR6aSWFs0hzB7g2IIQG4TuUk6p9BOkNq8nVWLGgpaPLBeWt8XNwms7x1ihREu32XmS6FhFZIE5OgABXAebUdLxr1y6+9rWvTQsmXNfla1/7GjfeeOO8DS7A3HD09ZMkRpIUV00PIIQQlNeXMtQzwvE3T12Zsbx2nNRYmqKKgpljaShjqHuYE7tPX5GxBLi8EEIg9ApE+Fa06IOI8F0I4zLzPxYKbus7eGuEVcuu/SZSJhdmfAECXAWYUwbjz//8z9m1axfLly9n586dALz00kuMjIwERmdXATrPdBPNyW76JITADJn0tPZekbF0nO4mmpd9LJomMCyD3ta+KzKWAAHmDV6/z7mYzVujwG/fHQT9EgzYAgS4hjGnDMaqVas4cOAAH/nIR+jp6WF0dJRPf/rTHDt2jDVr1sz3GANcJMyQgevMXqpyHRczdGU0/82Qed6xGFlMyQIEuKohzlFPPRfSQT1er81uqQAB5gNzfrJXVVXxZ3/2Z/M5lgDzhMaNizi++3RWt1E74wDQsPrKtAwu27yY02+fxXM9tHPGkknbaJqgflXtFRlLgADzBr1BdYx4fdnFw2QfGI0X5A4cIMC7FRccYBw4cIA1a9agaRoHDhx4x8+uW/fekXy9GrF8WyP7nj1E69E2qpZWYvnZinQyQ/vJThatrWPJhoYrMpYV25fy9nOHaDnWTnVjxUTmJJVI03Gqi8Xr61myPot2QoAAVzGEloe0roPUY+CZSjV1wrCqG9AR1o3vGW+NAAGy4YLbVDVNo6uri7KyMjRNQwhBtq8KIa7qTpL3QpsqQGdTN7/6u2doP9WF53iARDcNGlbX8L5fv/2KdJCMo+N0F4/9/TN0nu7GczwkYFo69atrufcLt1NYXnDFxhIgwHxBygwy+RhkXgc5xkTJRCtChO8G6/p3J8E1wHsaFzOHXnCA0dzcTF2dajdrbm6e9XPxeJxVq65eJ7j3SoABqgRxZv9Zelv7QQgqF5XRsKYWw7zynIdMKsPp/c30tfUjNEHl4nIaVteiG0GN+t0GKT0gDVjKc2bG+xkUdyF0zU/AUkrlhmkfB1Ig8sBc+a4yrAoQYCouS4BxPqTTaf7qr/6K//k//yddXV3zscnLgvdSgBEgwIXAdV2Soyl0UycSm7v6pPTGwN6NzLwF3ohyVjU3I0JbEVoR0mlGZt4E+zDggl6FsLaCuTFrIBIgQICrD5dNaCudTvPHf/zHPPXUU1iWxf/z//w/PPDAA3z729/mD/7gD9B1nd/7vd+7pMEHCBDgysDO2Bx88Sj7XzjMYNcQmq6xeH09G25ZS92Ki5OTl96oUrW0Dyv1ThFTQUbqUaRzEGlug/STqm1TFKouDOc40jkOVjNEHgiCjAAB3mW4qAzGV7/6Vf7mb/6G22+/nVdffZXe3l4+97nP8frrr/Nf/st/4aGHHrrqTayCDEaAAODYDr/6u2fY9+whzJBJblEOru0y1DtMTmGMe79wOyu2LT3/hnx4yUch9Tjoi2GqJLh0wTmm5MO1StDrFRly4osjIPsQ0c8irA3zd4ABAgS4LLhsGYwf/vCH/NM//RP3338/hw4dYt26dTiOw/79+6/5WmqAAO8lHHntBG8/d5iy2pJpQmgFZXl0nO7mmX99idoV1cTyzu+lIb0xyOwFUTQ9uABfL8IEtxOMldODCwAtD9xeZGZ3EGAECPAuw0X1ULW1tbF582YA1qxZQygU4vd+7/eC4CJAgGsIUkoOvnQU3dBmqKwKIahoKKW/Y4BT+5oubIPeAMhR0N7BT0Y6KOJnNuSB24aUV2/3WYAAAS4eFxVguK6LZU2uUAzDICcnZ94HFSBAgMsH13Hpax8glp89O6E6ewQjfTMNDbNCGIAO0p7tA/7fbI8bx898BJoRAQK8m3BRJRIpJZ/97GcJhUIApFIpvvjFLxKLxaZ97ic/+cn8jTBAgADzCk3XMC2DxGh2Iy4pJdLzLlzCXSsHvUY5i2rZFhweaBGQWeTppaf4GebOIBMaIMC7DBcVYHzmM5+Z9v+f/OQn53UwAQK81zHQNUhv2wCarxWSUxA7/5cuEpqmsXLHMp7//quUVBejadMn9rGhBOGcMPWrai5oe0LoENqFdFvA7VABh9B9Vct+QANzK8hu8HQQOb7qZQbcFtDLEdameT/OAAECLCwuKsD49re/fbnGESDAexpjQ3Ge//4rHH/rNGNDcYSA/NJ81t20ihs+sBUrbJ1/IxeBtTtXcvS1E7Qca6NyUTmhiIWUktGBMfraB9h853oqF2fx2JgN5npEJI5MPQXuaVRJRCrb8si9YO2A1E/BPgReB6ocIkCvRUQfROgV83p8AQIEWHjMm9DWtYKgTTXA1YZUIs1P/vcvOf7mKUqqisgrycXzJEPdwwz3j7LlrvXc8+u3oWnzy1FoO9HBk//0Ah2nu/AcF+lJYvlRVl6/nNs+sZNwNHTR25TeMNhHFelTRMFYjtBL1HtSgtusSim4ygjMXIEQF7+fAAECLAwWRMnzWkEQYAS42rD/hcP87C8fp2pJBVZ4Ok9hbCjOcN8ID/+/H75o8asLgWM7nD3UymD3ELqhU7O8itKa4oAPESDAVQApbSVOh1AeN1eBGN1l08EIECDA/OPo6yfRDX1GcAGQUxCjp7WPU283XZYAwzANGjcumvftBggQYO6Q0obMG8jM6+D2osqJ1RC6TsnvXyMuvUGAESDAAmNscIxQZHaOhWHoJIYT87a/ZDyFa7tEcsNXvfJugADvNUjpIpM/hfRLIEJKWh8PnDNI9zSEBiB85zWRZQwCjAABFhiF5QV0NfVkfU9KieO45BXnXvJ+2k528vZzhzi1rwnPcSkoy2fdTatZd9MqrFCWFtIAAQJceTjHIfMqaGVK6XYcWh64fZB+DsxVYNQu3BgvENdGniVAgHcxVu5YBkByLDXjveG+UaK5EZZuXnxJ+zi1r4kf/v8eZfcTbyMAKxKip6WPx775FL/826fIpGcTyQoQIMCVhMzsUx4+WhZ+g1YMchRpH7ryA5sDggxGgAALjKWbFrH6xhXsf/4wOQUx8kvy8DyPoe5hMmmbGx/cRkVD2Zy3n0qkefpfXiQ5mmTRmrqJ1GpeUQ7JsRQHXzxK/apaNt22dr4OKUCAAHOF1wMikv09IQDT15e5+hEEGAECLDBMy+SeX7+NkupiDrxwmL72foQQFFcXsfn2day/ZfUl1VvP7D9Lb2sf1UsrZ2wnkhPGtAwOvHCYDbesnvdW2AABAlwkREyJ0M0KR7WAXwMIAowAAa4ChCIhdn5wO1vuWs9g1xBCE5RUF2Fal86NGO4bRXoSw8z+c88pjDHYPUw6mSESC1/y/gIECDB3CHM90j6ogoxz3YllAjAQ5soFGdvFIggwAlzzkFKC16lcPTHBqEeIa3OijMTCRJbMr6qlYRl4UiKlzJoJsdMOZtjAMIOOkgABFhzmWjCXgX0MtEoQPsFbDoHXrWT3jaULOsQLRRBgBLimId0uZPIxxbyWcUAHvQJp7USErr9m+sUvJ+pXVhPLjzLSP0Z+yfRuFCklI/2j3PDAtnnJlgQIEODSILQoRB9GJn4GzjEVVIAKNEI3I8L3IsS1MXVfG6MMECALpNuPjP+Tkp/WKkGrAmxFkkr9GImNCN+y0MNccJTWlrD2xhW8/su9ICV5JbkIIcikbDqbuimuKmT9zasWepgBAgTwIbQiiH0W3HaVnR337dEvwh/oKkAQYAS4ZiEzb4B7FvSlyr0TAEtZh7tdkH4OaW1EaAULOMqFhxCCWz+xE6FpHHzpKGcPtSI0EJpG5eJy7vjULsrqShd6mAECBJgCIQQYNcCFuRpfjQgCjADXJKTMgL0HRMGU4GIKtFJwz4BzAqxtV3x8VxussMVdn72FzXeso+VYB67tkF+ax6K1dUFpJECAAJcFQYAR4NqETINMwWxkzvGgw4tfuTFdAyipLqakunihhxEgQID3AAIGXIBrEyLs94vP4tEhXfVf7dIltgMECBAgwMUjCDACXJMQwlTtWnIEZBaZa68T9FIwVlz5wQUIECBAgKBEEuDahQhtQzpHVIuqKFHa/TIDXi8IAxG6E6HlLPQwAwQIEOA9iSDACHDNQmj5EPs0MvUM2PvB7VDcC2MRInQTmOsWeogBAgQI8J5FEGAEyIr4cJzju89w5sBZnIxL5ZJyVm5rvOraGYVWiIh+GOndDt4gYIJeicjWWRIgQIAAAa4YggAjwAx0ne3h53/9BB2nuzFMHU3XOfbGCXY/8Ta3fWInG25Zs9BDnAGhFcB7XO8iQIAAAa4mBAFGgGnIpDI89s2n6TjdTd2KanRDZQKklPS29vP0P79AcVUhtcurF3ikAQIECBDgakbQRRJgGk69fZb2k53ULK2cCC5AqcqV1ZUQH05y6OVjV2w8Uko6m7o5ta+JlmPtOLZzxfYdIECAAAHmjiCDEWAaepp7cV0PM5Rd3TGnMMaZA82zOnPOJ9pPdfLSj9+g+Ugr6UQawzKoaChjx/1bWbGt8bLvP0CAAAECzB1BgBFgGoQQCN554r4S83pnUzf/9n8eY6BjkNLaEqINZWSSGbqaFD/Ecz1WX7/88g8kQIAAAQLMCUGJJMA0lNWXoukCO51FvAoYG4qzaG39Zc8evPmrffS1DVC3qpZYfhQhBKFoiJplVbi2yys/fZPMLGMMECBAgAALjyDACDANS9bXU720kraTnbiOO/G6lJLu5l5i+VHW3Hh51TFH+kc5va+J4spCNG1mIFNaV0JPSx+tx9ov6zgCvDOkN4J0u5De6EIPJUCAAFchghJJgGmwwhb3/sYd/Pyvn6TlWDu6oaPrGulkhrySXG77xM7L3kGSHEuRSdvkFGZX4bRCJq7jkhxLXdZxBMgO6XYi0y+BfXDCcE6a6xChnQi9YqGHFyBAgKsEV0UG46/+6q9oaGggHA6zfft23nzzzQv63ve+9z2EEDzwwAOXd4DvMZTXl/Lx//Ig9//WXay8bhlLNjRw28M7+eR//TDrb1592fcfzYtgha1ZA4h0MoNh6sTyIpd9LAGmQzptyPi3If08oIFWDAhIP4eMfwvpdizwCAMECHC1YMEzGN///vf5yle+wiOPPML27dv5xje+wV133cXx48cpKyub9Xtnz57lP/7H/8jOnTuv4GjfO4jlRdl461o23rr2iu87tzCH5VuX8NZj+8gvyUXTJuNgKSU9LX1ULCqjdkWgxXElIaVEpp5Qkuz6MhD+dRFREEXgnkSmnoLop4MOnwABAix8BuMv/uIv+MIXvsDnPvc5Vq1axSOPPEI0GuVb3/rWrN9xXZeHH36YP/mTP2Hx4sVXcLQBrhS2vW8TFYvLOXuolZH+UeyMQ3wkQcvRdsKxEDs/dB2GueDx8XsLXhc4J0CrmAwuxiE00MrBPgpez8KML0CAAFcVFjTAyGQy7Nmzh9tvv33iNU3TuP3223nttddm/d5/+2//jbKyMj7/+c+fdx/pdJqRkZFpfwGufpTWFPPBf38v629ZTSqRpqupm5H+URavr+eB33kfyzYvWeghvvfgDYNMgohlf1/kqPe94DcWIECABS6R9PX14bou5eXl014vLy/n2LHsapEvv/wyf//3f8/bb799Qfv42te+xp/8yZ9c6lADLADKakt44Lffx2D3EGNDCUIRi9La4mklkwBXECIEwgQyQBb+i0yr90XoSo8sQIAAVyGuqSf16Ogon/rUp/jmN79JSUnJBX3n93//9xkeHp74a21tvcyjDDCfEEJQVFFI3YpqyutLg+BiIaHXqj+3K/v7Xjf8/9u797io6vx/4K8zwzDDfbgIA8jN+w3EK19+5p2vWK0P7WqlIdamtlqZlzXbBNJN1FpzTXO33Ifao4vW17TNylYxNJW0VFJTURTFCwPeuAhym/n8/iDOOoIKepiDzOv5eMwjOJ/PnPM+H2aal+d85hxtKKDl3BgiUvkIhp+fH7RaLfLz822W5+fnw2Sq+3W3kydP4vTp0xgxYoS8zGq1AgCcnJyQlZWFtm1tD53r9Xro9fwXFdG9kiQnQD8YwvIpUH0G0AYCkjMgKmsmfkoGSIYhkCTtnVdGRC2eqgHD2dkZvXr1QlpamvxVU6vVirS0NEyZMqVO/06dOuHQoUM2y9544w2UlJTg73//O0JCQuxRNilEiHKgOhsQZTXn9Z3aQeLh9eZNFwXJ1VLzbRHrWUBYayZ4aoMgGeIh6bqpXSERNROqT8OfNm0axo0bh969e6Nv375YsmQJSktLMX78eABAQkICgoODkZqaCoPBgG7dbP8HZjQaAaDOcmq+hBBA1b7fP6TMgLAAkhbQBAKGeEjOPdQukW5BkiTAuSeg6wpUnwRE6Q3h0Fnt8oioGVE9YIwePRoXL15EUlISzGYzoqOjsXnzZnniZ25uLs+7tzRVv0KUfV7zr19tyA2H2fMgytYBkhMknf2vv0ENJ0l6QNdF7TKIqBmThBBC7SLsqbi4GF5eXigqKoKnp6fa5TgcIaohrr0HVOcCThF1O1SfApzaQHKfzHP5RETNTGM+Q3logOzLchawnANudc8KTQBgyQUsvJEZEdH9jAGD7EuUA6IKwC3O10v639sr7VkVEREpjAGD7EtjBCSXmsmB9RHXfr+3BU9fERHdzxgwyL40JsCpA2DNq5nkeSNhqblYk64zoGmlTn1ERKQI1b9FQo5FkiTAZTiENR+wHAc0fgBcau5hIS4B2lBIhmG8GycR0X2ORzDI7iRtMCS35wD9YAACEFcBSQD6oZDcxkO61QRQIiK6b/AIBqlC0poguT4BYR3++8Wa3CFp3NUui4iIFMKAQaqSNB4APNQug4iIFMZTJERERKQ4BgwiIiJSHAMGERERKY4Bg4iIiBTHgEFERESKY8AgIiIixTFgEBERkeIYMIiIiEhxDBhERESkOAYMIiIiUhwDBhERESmOAYOIiIgUx4BBREREimPAICIiIsUxYBAREZHiGDCIiIhIcQwYREREpDgGDCIiIlIcAwYREREpjgGDiIiIFMeAQURERIpjwCAiIiLFMWAQERGR4hgwiIiISHEMGERERKQ4BgwiIiJSHAMGERERKY4Bg4iIiBTHgEFERESKY8AgIiIixTFgEBERkeIYMIiIiEhxTmoXQEREdK+uX7uO4/tOIfvAaVSVV8I/zA+d+rZHYJsASJKkdnkOiQGDiIjua5fzruLf729G7tHz0Dpp4eSkxbG92di35SD6P/o/iHm4J0OGChgwiIjovmWptuC7f6XhzJFzCO0UDCddzceaEAJX8gqRvm4XfIO80b5nG5UrdTycg0FERPet3KPncObIOQS1McnhAgAkSYJvkDeqKqpxcMcRCCFUrNIxMWAQEdF9y3z6Iqorq2Fw09fb7unrgbNZF1BVUWXnyogBg4iI7lsNmVvB2RfqYMAgIqL7VkCYH3TOTigvrai3vehyMVp3CoJOr7NzZcSAQURE963QLq0R2qU1Lpwyo6qyWl4uhMCl81fgbNCh+4Cu/BaJCvgtEiIium9ptVo8+PxQbPrHf3DmyDlotBponbSouF4Bd6MbBj/1ANpGh6tdpkNiwCAiovuab6A3nvzzSJzYdwonfz2NyvJK+If4oVNMe5jC/Xn0QiUMGEREdN9zcTMgakAXRA3oonYp9DvOwSAiIiLFMWAQERGR4hgwiIiISHEMGERERKQ4BgwiIiJSHAMGERERKY4Bg4iIiBTHgEFERESKY8AgIiIixTFgEBERkeIYMIiIiEhxDBhERESkOAYMIiIiUhwDBhERESmOAYOIiIgUx4BBREREimPAICIiIsUxYBAREZHiGDCIiIhIcQwYREREpDgGDCIiIlIcAwYREREpjgGDiIiIFMeAQURERIpjwCAiIiLFMWAQERGR4hgwiIiISHEMGERERKQ4BgwiIiJSXLMIGMuXL0d4eDgMBgNiYmKwd+/eW/b98MMP0b9/f3h7e8Pb2xtxcXG37U9ERET2p3rAWLduHaZNm4bk5GTs378f3bt3R3x8PAoKCurtn56ejqeffho//PADMjIyEBISgmHDhuH8+fN2rpyIiIhuRRJCCDULiImJQZ8+fbBs2TIAgNVqRUhICF566SW89tprd3y+xWKBt7c3li1bhoSEhDv2Ly4uhpeXF4qKiuDp6XnP9RMRETmKxnyGqnoEo7KyEvv27UNcXJy8TKPRIC4uDhkZGQ1aR1lZGaqqquDj41Nve0VFBYqLi20eRERE1LRUDRiXLl2CxWJBQECAzfKAgACYzeYGrWPWrFkICgqyCSk3Sk1NhZeXl/wICQm557qJiIjo9lSfg3EvFixYgLVr12LDhg0wGAz19pk9ezaKiorkx9mzZ+1cJRERkeNxUnPjfn5+0Gq1yM/Pt1men58Pk8l02+e+8847WLBgAbZu3YqoqKhb9tPr9dDr9YrUS0RERA2j6hEMZ2dn9OrVC2lpafIyq9WKtLQ0xMbG3vJ5ixYtwrx587B582b07t3bHqUSERFRI6h6BAMApk2bhnHjxqF3797o27cvlixZgtLSUowfPx4AkJCQgODgYKSmpgIAFi5ciKSkJHz66acIDw+X52q4u7vD3d1dtf0gIiKi/1I9YIwePRoXL15EUlISzGYzoqOjsXnzZnniZ25uLjSa/x5oWbFiBSorK/H444/brCc5ORkpKSn2LJ2IiIhuQfXrYNgbr4NBRER0d+6b62AQERFRy8SAQURERIpjwCAiIiLFMWAQERGR4hgwiIiISHEMGERERKQ4BgwiIiJSHAMGERERKY4Bg4iIiBTHgEFERESKY8AgIiIixTFgEBERkeIYMIiIiEhxDBhERESkOCe1C2iuLBYLqqqq1C6DmphOp4NWq1W7DCKiFocB4yZCCJjNZhQWFqpdCtmJ0WiEyWSCJElql0JE1GIwYNykNlz4+/vD1dWVHzotmBACZWVlKCgoAAAEBgaqXBERUcvBgHEDi8UihwtfX1+1yyE7cHFxAQAUFBTA39+fp0uIiBTCSZ43qJ1z4erqqnIlZE+1f2/OuSEiUg4DRj14WsSx8O9NRKQ8BgwiIiJSHOdgNBGr1YqC3Eu4XnIdLh4u8A/1g0bDPEdERI6Bn3hN4MzRc1i7cCPWJK/Dx/P+D2uS12Htwo04c/Rck20zMTERkiRhwYIFNss3btzY6FMA4eHhWLJkyV33S0lJQXR0dKO2SURELQsDhsLOHD2HDUu/Rfb+HHj6eqB1x2B4+noge38ONiz9tklDhsFgwMKFC3H16tUm28b9rrKyUu0SiIgcAgOGgqxWK3Zt3IviSyUI69Iabp6u0Go1cPN0RViX1ii+VILdX+2F1Wptku3HxcXBZDIhNTX1tv3Wr1+Prl27Qq/XIzw8HH/729/ktkGDBuHMmTN49dVXIUmSIhMgBw0ahKlTp9osGzVqFBITE+Xfw8PD8de//hUJCQlwd3dHWFgY/v3vf+PixYsYOXIk3N3dERUVhV9++aXB+1K73nnz5iEhIQGenp6YMGHCPe8PERHdGQOGggpyL+HssfNoFeJb54NZkiS0au2L3KPnUZB7qUm2r9VqMX/+fLz33ns4d67+IyX79u3Dk08+iaeeegqHDh1CSkoK5syZg9WrVwMAvvzyS7Ru3Rpz585FXl4e8vLymqTW+rz77rvo168fDhw4gIcffhjPPvssEhISMHbsWOzfvx9t27ZFQkIChBAN2pda77zzDrp3744DBw5gzpw5dtsfIiJHxkmeCrpech2V1ythcDPU225w0+PShSu4XnK9yWp45JFHEB0djeTkZPzrX/+q07548WIMHTpU/qDt0KEDjhw5grfffhuJiYnw8fGBVquFh4cHTCbTHbc3a9YsvPHGGzbLKisr0aVLl0bX/tBDD2HixIkAgKSkJKxYsQJ9+vTBE088IW8rNjYW+fn5MJlMd9yXWkOGDMH06dMbXQ8REd09HsFQkIuHC5xdnFFeWl5ve3lpBZwNOrh4uDRpHQsXLsSaNWtw9OjROm1Hjx5Fv379bJb169cPJ06cgMViafS2Zs6ciczMTJvHpEmT7qruqKgo+eeAgAAAQGRkZJ1ltZf2bui+9O7d+67qISKiu8eAoSD/UD+EdArGxbOX5cP4tYQQuHjuMkI7B8M/1K9J6xgwYADi4+Mxe/bsJt0OAPj5+aFdu3Y2Dx8fH5s+Go2mznjUd9VMnU4n/1x7iqm+ZY2dw+Lm5tao/kREdO8YMBSk0WjQb1RfePp54MyRcygtKoOl2oLSojKcOXIOXq088P9G9rXL9TAWLFiAr7/+GhkZGTbLO3fujF27dtks27VrFzp06CDfh8PZ2fmujmbcSqtWrWzmclgsFhw+fPie19uQfSEiInUwYCgsrHNrPPLyQ2jXMwLFV0pw7kQeiq+UoH2vCIx66SGEdW5tlzoiIyMxZswYLF261Gb59OnTkZaWhnnz5uH48eNYs2YNli1bhhkzZsh9wsPDsWPHDpw/fx6XLt37hNQhQ4bgm2++wTfffINjx47hxRdfRGFh4T2vtyH7QkRE6uAkzyYQ1rk1QjoGqX4lz7lz52LdunU2y3r27InPP/8cSUlJmDdvHgIDAzF37lybSZFz587FxIkT0bZtW1RUVNQ5vdFYzz33HH799VckJCTAyckJr776KgYPHnxP6wQati9ERKQOSdzrp8d9pri4GF5eXigqKoKnp6dNW3l5OXJychAREQGDof5vglDLw787EVHD3O4z9GY8RUJERESKY8AgIiIixTFgEBERkeIYMIiIiEhxDBhERESkOAYMIiIiUhwDBhERESmOAYOIiIgUx4BBRERkR+VlFbhWWApLtXL3fGqOeKnwJiKEFbBcAEQpILkB2iBIEvMcEZGjysvJR+a2wzj+y0lUV1vg6euB7gO7ImpgFxhc9WqXpzgGjCYgqrMhyrcA1acAUQFIesCpDWD4X0hO7Zpkm4mJiSgsLMTGjRttlqenp2Pw4MG4evUqjEZjk2ybiIhuL+dwLv79/ve4ai6E0d8LBhc9rly4iu/+lYYzR89hxKRhLS5kMGAoTFRnQ5R+BFivAppAQOMCiOtA1REISx7gltBkIeN+UllZCWdnZ7XLICJqcpUVVUj7+EeUXLmGiMhQSJIEAPDwcUdFWQWO7M5CaKdgxDzUU+VKlcVj9goSwlpz5MJ6FdC2AzTugKSt+a+2HWC9ClG+teb0iQpSUlIQHR1ts2zJkiUIDw+Xf09MTMSoUaMwf/58BAQEwGg0Yu7cuaiursbMmTPh4+OD1q1bY9WqVTbrOXToEIYMGQIXFxf4+vpiwoQJuHbtWp31vvXWWwgKCkLHjh2bcleJiJqN04dzYT6dD1OEvxwuauld9TC4GXBw+2+orqpWqcKmwYChJMuFmtMimkDgphcRJAnQmIDqkzX9mrFt27bhwoUL2LFjBxYvXozk5GT84Q9/gLe3N/bs2YNJkyZh4sSJOHfuHACgtLQU8fHx8Pb2xs8//4wvvvgCW7duxZQpU2zWm5aWhqysLGzZsgWbNm1SY9eIiOyu6FIJrBYrnPW6etvdja4ovnwNZSXX7VxZ0+IpEiWJ0po5FxqX+tslV8BaUNOvCWzatAnu7u42yyyWxs9S9vHxwdKlS6HRaNCxY0csWrQIZWVleP311wEAs2fPxoIFC7Bz50489dRT+PTTT1FeXo6PPvoIbm5uAIBly5ZhxIgRWLhwIQICAgAAbm5uWLlyJU+NEJFD0Tk7QQjAahXQaKQ67dWV1dDqtNA5t6yPZB7BUJLkVjOhU9wihYoyQHKu6dcEBg8ejMzMTJvHypUrG72erl27QqP570sjICAAkZGR8u9arRa+vr4oKCgAABw9ehTdu3eXwwUA9OvXD1arFVlZWfKyyMhIhgsicjihnYPh7u2GoovFddqEELhaUIT2PSPg4n6Lf5zep1pWXFKbNqjm2yJVRwCpne1pEiEAqxnQda3p1wTc3NzQrp3tBNLa0xgAoNFoIISwaa+qqqqzHp3O9jCeJEn1LrNaGzeX5MYAQkTkKHxM3oge1A07N+wBABj9PSFJEqoqqmDOKYDR3wvRg7upXKXyGDAUJEkawPC/Nd8WsWTXzLmQXGuOXFjNgMYHkiFOtethtGrVCmazGUIIeaJRZmbmPa+3c+fOWL16NUpLS+UQsWvXLvkUCxGRoxvwxP8AADLTD+P0b2chSYCk0cAU3gpDnumP4HaBKleoPAYMhUlO7QC3hP9eB8NaUHNaRNe1Jlyo+BXVQYMG4eLFi1i0aBEef/xxbN68Gd999x08PT3vab1jxoxBcnIyxo0bh5SUFFy8eBEvvfQSnn32WXn+BRGRI9M56zB0TH/0GNoNZ46cQ1VFNbz8PBARGQpnQ8s8dcyA0QRqQkabZnclz86dO+P999/H/PnzMW/ePDz22GOYMWMGPvjgg3tar6urK77//nu88sor6NOnD1xdXfHYY49h8eLFClVORNQy+Ji84WPyVrsMu5DEzSflW7ji4mJ4eXmhqKiozr/cy8vLkZOTg4iICBgMBpUqJHvj352IqGFu9xl6M36LhIiIiBTHgEFERESKY8AgIiIixTFgEBERkeIYMOrhYPNeHR7/3kREymPAuEHt1SrLyspUroTsqfbvffPVSomI6O7xOhg30Gq1MBqN8j02XF1d69xal1oOIQTKyspQUFAAo9EIrVardklERC0GA8ZNTCYTAMghg1o+o9Eo/92JiEgZDBg3kSQJgYGB8Pf3r/dGYNSy6HQ6HrkgImoCDBi3oNVq+cFDRER0lzjJk4iIiBTHgEFERESKY8AgIiIixTncHIzaiyoVFxerXAkREdH9pfazsyEXKHS4gFFSUgIACAkJUbkSIiKi+1NJSQm8vLxu20cSDnadZKvVigsXLsDDw+OWF9EqLi5GSEgIzp49e8f73RPHq7E4Xo3D8WocjlfjcLwaRwiBkpISBAUFQaO5/SwLhzuCodFo0Lp16wb19fT05AuuEThejcPxahyOV+NwvBqH49VwdzpyUYuTPImIiEhxDBhERESkOAaMeuj1eiQnJ0Ov16tdyn2B49U4HK/G4Xg1DsercTheTcfhJnkSERFR0+MRDCIiIlIcAwYREREpjgGDiIiIFMeAQURERIpjwKjH8uXLER4eDoPBgJiYGOzdu1ftkpqFlJQUSJJk8+jUqZPcXl5ejsmTJ8PX1xfu7u547LHHkJ+fr2LF9rVjxw6MGDECQUFBkCQJGzdutGkXQiApKQmBgYFwcXFBXFwcTpw4YdPnypUrGDNmDDw9PWE0GvH888/j2rVrdtwL+7nTeCUmJtZ5vQ0fPtymj6OMV2pqKvr06QMPDw/4+/tj1KhRyMrKsunTkPdfbm4uHn74Ybi6usLf3x8zZ85EdXW1PXfFLhoyXoMGDarz+po0aZJNH0cZr6bCgHGTdevWYdq0aUhOTsb+/fvRvXt3xMfHo6CgQO3SmoWuXbsiLy9PfuzcuVNue/XVV/H111/jiy++wPbt23HhwgU8+uijKlZrX6WlpejevTuWL19eb/uiRYuwdOlS/OMf/8CePXvg5uaG+Ph4lJeXy33GjBmD3377DVu2bMGmTZuwY8cOTJgwwV67YFd3Gi8AGD58uM3r7bPPPrNpd5Tx2r59OyZPnoyffvoJW7ZsQVVVFYYNG4bS0lK5z53efxaLBQ8//DAqKyuxe/durFmzBqtXr0ZSUpIau9SkGjJeAPDCCy/YvL4WLVoktznSeDUZQTb69u0rJk+eLP9usVhEUFCQSE1NVbGq5iE5OVl079693rbCwkKh0+nEF198IS87evSoACAyMjLsVGHzAUBs2LBB/t1qtQqTySTefvtteVlhYaHQ6/Xis88+E0IIceTIEQFA/Pzzz3Kf7777TkiSJM6fP2+32tVw83gJIcS4cePEyJEjb/kcRx6vgoICAUBs375dCNGw99+3334rNBqNMJvNcp8VK1YIT09PUVFRYd8dsLObx0sIIQYOHCheeeWVWz7HkcdLKTyCcYPKykrs27cPcXFx8jKNRoO4uDhkZGSoWFnzceLECQQFBaFNmzYYM2YMcnNzAQD79u1DVVWVzdh16tQJoaGhHDsAOTk5MJvNNuPj5eWFmJgYeXwyMjJgNBrRu3dvuU9cXBw0Gg327Nlj95qbg/T0dPj7+6Njx4548cUXcfnyZbnNkcerqKgIAODj4wOgYe+/jIwMREZGIiAgQO4THx+P4uJi/Pbbb3as3v5uHq9an3zyCfz8/NCtWzfMnj0bZWVlcpsjj5dSHO5mZ7dz6dIlWCwWmxcUAAQEBODYsWMqVdV8xMTEYPXq1ejYsSPy8vLw5ptvon///jh8+DDMZjOcnZ1hNBptnhMQEACz2axOwc1I7RjU99qqbTObzfD397dpd3Jygo+Pj0OO4fDhw/Hoo48iIiICJ0+exOuvv44HH3wQGRkZ0Gq1DjteVqsVU6dORb9+/dCtWzcAaND7z2w21/v6q21rqeobLwB45plnEBYWhqCgIBw8eBCzZs1CVlYWvvzySwCOO15KYsCgBnvwwQfln6OiohATE4OwsDB8/vnncHFxUbEyaomeeuop+efIyEhERUWhbdu2SE9Px9ChQ1WsTF2TJ0/G4cOHbeY/0a3darxunKsTGRmJwMBADB06FCdPnkTbtm3tXWaLxFMkN/Dz84NWq60z8zo/Px8mk0mlqpovo9GIDh06IDs7GyaTCZWVlSgsLLTpw7GrUTsGt3ttmUymOpOJq6urceXKFY4hgDZt2sDPzw/Z2dkAHHO8pkyZgk2bNuGHH35A69at5eUNef+ZTKZ6X3+1bS3RrcarPjExMQBg8/pytPFSGgPGDZydndGrVy+kpaXJy6xWK9LS0hAbG6tiZc3TtWvXcPLkSQQGBqJXr17Q6XQ2Y5eVlYXc3FyOHYCIiAiYTCab8SkuLsaePXvk8YmNjUVhYSH27dsn99m2bRusVqv8Pz9Hdu7cOVy+fBmBgYEAHGu8hBCYMmUKNmzYgG3btiEiIsKmvSHvv9jYWBw6dMgmlG3ZsgWenp7o0qWLfXbETu40XvXJzMwEAJvXl6OMV5NRe5Zpc7N27Vqh1+vF6tWrxZEjR8SECROE0Wi0mUnsqKZPny7S09NFTk6O2LVrl4iLixN+fn6ioKBACCHEpEmTRGhoqNi2bZv45ZdfRGxsrIiNjVW5avspKSkRBw4cEAcOHBAAxOLFi8WBAwfEmTNnhBBCLFiwQBiNRvHVV1+JgwcPipEjR4qIiAhx/fp1eR3Dhw8XPXr0EHv27BE7d+4U7du3F08//bRau9SkbjdeJSUlYsaMGSIjI0Pk5OSIrVu3ip49e4r27duL8vJyeR2OMl4vvvii8PLyEunp6SIvL09+lJWVyX3u9P6rrq4W3bp1E8OGDROZmZli8+bNolWrVmL27Nlq7FKTutN4ZWdni7lz54pffvlF5OTkiK+++kq0adNGDBgwQF6HI41XU2HAqMd7770nQkNDhbOzs+jbt6/46aef1C6pWRg9erQIDAwUzs7OIjg4WIwePVpkZ2fL7devXxd/+tOfhLe3t3B1dRWPPPKIyMvLU7Fi+/rhhx8EgDqPcePGCSFqvqo6Z84cERAQIPR6vRg6dKjIysqyWcfly5fF008/Ldzd3YWnp6cYP368KCkpUWFvmt7txqusrEwMGzZMtGrVSuh0OhEWFiZeeOGFOkHfUcarvnECIFatWiX3acj77/Tp0+LBBx8ULi4uws/PT0yfPl1UVVXZeW+a3p3GKzc3VwwYMED4+PgIvV4v2rVrJ2bOnCmKiops1uMo49VUeLt2IiIiUhznYBAREZHiGDCIiIhIcQwYREREpDgGDCIiIlIcAwYREREpjgGDiIiIFMeAQURERIpjwCAiIiLFMWAQkWrS09MhSVKdm3SpZdCgQZg6daraZRC1CAwYRA5KkqTbPlJSUu563adPn4YkSfINpJqb5hZsiFoiJ7ULICJ15OXlyT+vW7cOSUlJyMrKkpe5u7urURYRtRA8gkHkoEwmk/zw8vKCJEk2y9auXYvOnTvDYDCgU6dOeP/99+XnPvfcc4iKikJFRQUAoLKyEj169EBCQgIAyLfH7tGjByRJwqBBgxpc186dO9G/f3+4uLggJCQEL7/8MkpLS+X28PBwzJ8/H8899xw8PDwQGhqKDz74wGYdu3fvRnR0NAwGA3r37o2NGzfKR1ROnz6NwYMHAwC8vb0hSRISExPl51qtVvz5z3+Gj48PTCbTPR3JIXJoat9tjYjUt2rVKuHl5SX//vHHH4vAwECxfv16cerUKbF+/Xrh4+MjVq9eLYSoudV6mzZtxNSpU4UQQsyYMUOEh4fLd6Pcu3evACC2bt0q8vLyxOXLl+vdbu0dVa9evSqEqLmNtpubm3j33XfF8ePHxa5du0SPHj1EYmKi/JywsDDh4+Mjli9fLk6cOCFSU1OFRqMRx44dE0IIUVRUJHx8fMTYsWPFb7/9Jr799lvRoUMHAUAcOHBAVFdXi/Xr1wsAIisrS+Tl5YnCwkIhhBADBw4Unp6eIiUlRRw/flysWbNGSJIk/vOf/yg63kSOgAGDiOoEjLZt24pPP/3Ups+8efNEbGys/Pvu3buFTqcTc+bMEU5OTuLHH3+U23JycuQP9Nu5OWA8//zzYsKECTZ9fvzxR6HRaMT169eFEDUBY+zYsXK71WoV/v7+YsWKFUIIIVasWCF8fX3l/kII8eGHH9rUc/N2aw0cOFA88MADNsv69OkjZs2addv9IKK6OAeDiGyUlpbi5MmTeP755/HCCy/Iy6urq+Hl5SX/HhsbixkzZmDevHmYNWsWHnjggXve9q+//oqDBw/ik08+kZcJIWC1WpGTk4POnTsDAKKiouT22lM7BQUFAICsrCxERUXBYDDIffr27dvgGm5cNwAEBgbK6yaihmPAICIb165dAwB8+OGHiImJsWnTarXyz1arFbt27YJWq0V2drZi2544cSJefvnlOm2hoaHyzzqdzqZNkiRYrVZFamjKdRM5EgYMIrIREBCAoKAgnDp1CmPGjLllv7fffhvHjh3D9u3bER8fj1WrVmH8+PEAAGdnZwCAxWJp1LZ79uyJI0eOoF27dnddf8eOHfHxxx+joqICer0eAPDzzz/b9Lnb+oio4fgtEiKq480330RqaiqWLl2K48eP49ChQ1i1ahUWL14MADhw4ACSkpKwcuVK9OvXD4sXL8Yrr7yCU6dOAQD8/f3h4uKCzZs3Iz8/H0VFRQ3a7qxZs7B7925MmTIFmZmZOHHiBL766itMmTKlwbU/88wzsFqtmDBhAo4ePYrvv/8e77zzDoCaoxEAEBYWBkmSsGnTJly8eFE+akNEymHAIKI6/vjHP2LlypVYtWoVIiMjMXDgQKxevRoREREoLy/H2LFjkZiYiBEjRgAAJkyYgMGDB+PZZ5+FxWKBk5MTli5din/+858ICgrCyJEjG7TdqKgobN++HcePH0f//v3Ro0cPJCUlISgoqMG1e3p64uuvv0ZmZiaio6Pxl7/8BUlJSQAgz8sIDg7Gm2++iddeew0BAQGNCjBE1DCSEEKoXQQRUVP65JNPMH78eBQVFcHFxUXtcogcAudgEFGL89FHH6FNmzYIDg7Gr7/+ilmzZuHJJ59kuCCyIwYMImpxzGYzkpKSYDabERgYiCeeeAJvvfWW2mURORSeIiEiIiLFcZInERERKY4Bg4iIiBTHgEFERESKY8AgIiIixTFgEBERkeIYMIiIiEhxDBhERESkOAYMIiIiUtz/BysEKE3D8cLqAAAAAElFTkSuQmCC", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'richenss', 'Text length and richness', 'Text length', 'Richness').show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'stopword_ratio', 'Text length and stopword ratio', 'Text length', 'Stopword ratio').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'readability', 'Text length and Readability', 'Text length', 'Readability').show()" + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# stripplot of difficult_words\n", + "plt.figure(figsize=(12, 6))\n", + "sns.stripplot(x='difficult_words', data=df, hue='is_humor', jitter=0.4, alpha=0.5)\n", + "plt.title('Difficult words and humor classification')\n", + "plt.xlabel('Difficult words')\n", + "plt.ylabel('Is Humor')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_plot('text_length', 'difficult_words', 'Text length and Difficult words ratio', 'Text length', 'Difficult words').show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/puns/data_matching.ipynb b/puns/data_matching.ipynb new file mode 100644 index 0000000..f17dfba --- /dev/null +++ b/puns/data_matching.ipynb @@ -0,0 +1,187 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Load the data\n", + "with open('data/pun_anno/pun_het.json') as f:\n", + " data_het = json.load(f)\n", + "\n", + "with open('data/pun_anno/pun_hom.json') as f:\n", + " data_hom = json.load(f)\n", + "\n", + "with open('data/pun_annotated.json') as f:\n", + " data_anno = json.load(f)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a DataFrame\n", + "df_anno = pd.DataFrame(data_anno)\n", + "\n", + "df_het = pd.DataFrame(data_het)\n", + "# df switch columns to rows\n", + "df_het = df_het.T\n", + "\n", + "df_hom = pd.DataFrame(data_hom)\n", + "# df switch columns to rows\n", + "df_hom = df_hom.T" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 hom_362\n", + "1 het_837\n", + "2 het_635\n", + "3 hom_657\n", + "4 het_1275\n", + " ... \n", + "1894 hom_2076\n", + "1895 hom_1437\n", + "1896 het_1530\n", + "1897 het_100\n", + "1898 hom_364\n", + "Name: ID, Length: 1899, dtype: object\n", + "Index(['het_991', 'het_990', 'het_987', 'het_982', 'het_980', 'het_978',\n", + " 'het_973', 'het_958', 'het_956', 'het_955',\n", + " ...\n", + " 'het_1739', 'het_1741', 'het_1747', 'het_1748', 'het_1753', 'het_1757',\n", + " 'het_1758', 'het_1759', 'het_1764', 'het_1770'],\n", + " dtype='object', length=1146)\n", + "Index(['hom_998', 'hom_996', 'hom_994', 'hom_993', 'hom_992', 'hom_990',\n", + " 'hom_99', 'hom_985', 'hom_984', 'hom_981',\n", + " ...\n", + " 'hom_2221', 'hom_2223', 'hom_2225', 'hom_2226', 'hom_2230', 'hom_2232',\n", + " 'hom_2234', 'hom_2243', 'hom_2246', 'hom_2247'],\n", + " dtype='object', length=1443)\n" + ] + } + ], + "source": [ + "# print index for each df\n", + "print(df_anno['ID'])\n", + "print(df_het.index)\n", + "print(df_hom.index)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(655, 8) (1146, 11) (1899, 8)\n", + "(825, 8) (1443, 11) (1899, 8)\n" + ] + } + ], + "source": [ + "# find matches from df_anno['ID'] to df_het.index\n", + "df_het_match = df_anno[df_anno['ID'].isin(df_het.index)]\n", + "print(df_het_match.shape, df_het.shape, df_anno.shape)\n", + "\n", + "# find matches from df_anno['ID'] to df_hom.index\n", + "df_hom_match = df_anno[df_anno['ID'].isin(df_hom.index)]\n", + "print(df_hom_match.shape, df_hom.shape, df_anno.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 hom_362\n", + "3 hom_657\n", + "6 hom_1510\n", + "7 hom_955\n", + "8 hom_1505\n", + " ... \n", + "1893 hom_151\n", + "1894 hom_2076\n", + "1895 hom_1437\n", + "1896 het_1530\n", + "1898 hom_364\n", + "Name: ID, Length: 1244, dtype: object\n", + "Index(['het_955', 'het_907', 'het_905', 'het_786', 'het_783', 'het_777',\n", + " 'het_639', 'het_573', 'het_466', 'het_435',\n", + " ...\n", + " 'het_1739', 'het_1741', 'het_1747', 'het_1748', 'het_1753', 'het_1757',\n", + " 'het_1758', 'het_1759', 'het_1764', 'het_1770'],\n", + " dtype='object', length=491)\n" + ] + } + ], + "source": [ + "# print not matched IDs and index\n", + "print(df_anno[~df_anno['ID'].isin(df_het.index)]['ID'])\n", + "print(df_het.index[~df_het.index.isin(df_anno['ID'])])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# merge df_anno and df_het where ID matches with index\n", + "df_het_merge = pd.merge(df_anno, df_het, left_on='ID', right_index=True)\n", + "# score_avg \n", + "df_het_merge['score_avg'] = df_het_merge['Funniness (1-5)'].apply(lambda x: np.mean(x))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/data/pun_anno/pun_het.json b/puns/pun_anno/pun_het.json similarity index 100% rename from data/pun_anno/pun_het.json rename to puns/pun_anno/pun_het.json diff --git a/data/pun_anno/pun_hom.json b/puns/pun_anno/pun_hom.json similarity index 100% rename from data/pun_anno/pun_hom.json rename to puns/pun_anno/pun_hom.json diff --git a/puns/pun_annotated.json b/puns/pun_annotated.json new file mode 100644 index 0000000..25f22cc --- /dev/null +++ b/puns/pun_annotated.json @@ -0,0 +1,128031 @@ +[ + { + "ID": "hom_362", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "Talking about being true as in being real or they will be fake/false teeth ", + "", + "False teeth are something people who lose their teeth may have, and being true to your teeth may be a way of saying take care of them otherwise you'll lose them. ", + "", + "" + ], + "Joke keywords": [ + [ + "true", + "teeth", + "false" + ], + [ + "" + ], + [ + "be true", + "teeth", + "false to you" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_837", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 4, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "absinthe sounds like absent ", + "This is a play on words. The word \"absinthe\" is a type of alcohol but sounds like \"leave of absense\" meaning not bbeing present after drinking too much.", + "It's a pun that replaces the word absence with absinthe, which is a notoriously strong alcohol. ", + "Absinthe is supposed to sound like absence. The joke is referencing alcohol. Drinking too much alcohol may require you to be absent from work. Absinthe was used in place of absence because they sound similar. Absinthe is an alcoholic beverage though.", + "This is a play on words. Absinthe here represents the liquor by the same name, but is meant to replace the similar sounding \"absense.\" Too much absinthe will make you ill" + ], + "Joke keywords": [ + [ + "drinking", + "leave of absinthe" + ], + [ + "Drinking too much", + "leave of absinthe" + ], + [ + "drinking too much", + "potent potable", + "leave of absinthe" + ], + [ + "drinking", + "potent potable", + "absinthe" + ], + [ + "drinking", + "absinthe" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_635", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "root sounds like route ", + "This is a play on words. The word \"root\" means part of a tree/plant that grows in the soil but \"root\" sounds like \"route\" which in the context of \"escape route\" means a path out of the soil.", + "This pun is replacing the word route as in escape route with root, as in a plant root. ", + "This is a play on the word route. A root refers to the part of a plant that is in the soil. A route is a course taken. The word root was used here to mean route, but root made sense because they're talking about animals in soil.", + "A pun on \"escape route/root,\" since these animals are digging tunnels (routes) in the ground (root)" + ], + "Joke keywords": [ + [ + "animals", + "soil", + "escape root" + ], + [ + "Animals", + "tunnel in the soil", + "escape root" + ], + [ + "Animals that tunnel", + "escape root" + ], + [ + "animals", + "soil", + "escape", + "root" + ], + [ + "animals", + "tunnel" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_657", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "the phrase dish it out means to criticizie and waitresses normally carry dishes to tables ", + "", + "", + "A waitress serves food to customers on dishes. To \"dish it out\" means to be able to criticize.", + "" + ], + "Joke keywords": [ + [ + "waitress's", + "dish it out" + ], + [ + "" + ], + [ + "" + ], + [ + "waitress", + "daughter", + "dish it out" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1275", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. Sense of humor means that someone knows what's funny but also sounds like \"sense of rumor\" and rumors are circulating stories spread by gossips.", + "This pun is trying to replace the word humor as in sense of humor with rumor, to give context subject of gossip. ", + "\"A great sense of humor\" is a commonly used phrase. Instead of humor, the word rumor was used. One who gossips is one who spreads rumors. ", + "This is a pun, using the word \"rumor\" (which gossipers make) to sound like \"humor\"" + ], + "Joke keywords": [ + [ + "" + ], + [ + "gossip", + "sense of rumor" + ], + [ + "gossip", + "sense of rumor" + ], + [ + "gossip", + "rumor" + ], + [ + "gossip", + "rumor" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1635", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. The words \"pane\" is a sheet of glass that a glazier would fit to a window. However, \"pain\" means physical discomfort often felt by a hospital patient.", + "", + "A glazier is someone who fits glass into windows. A pane is a single sheet of glass. Instead of using the word pain (which is what the patient must have felt) the word pane was used in \"I've come to feel your pane\". ", + "A glazier is someone who fixes windows, which have \"panes,\" a word sounding similar to \"pain,\" what someone in a hospital would feel" + ], + "Joke keywords": [ + [ + "" + ], + [ + "glazier", + "window", + "feel your pane", + "patient in the body cast" + ], + [ + "" + ], + [ + "glazier", + "hospital", + "cracked window", + "pane" + ], + [ + "glazier", + "window" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1510", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "sandpaper is normally rough on one side ", + "This is a play on words. Having a rough time means having a difficult time doing something. However, \"rough\" also means phsyically of coarse text, like sandpaper would be.", + "", + "Sandpaper is rough. A \"tough time\" is a commonly used phrase when someone is struggling. Tough is replace with the word rough. Sandpaper is rough.", + "Sandpaper is a rough (coarse) material, although this joke is using rough to mean difficult" + ], + "Joke keywords": [ + [ + "inventor", + "sandpaper", + "rough" + ], + [ + "inventor of sandpaper", + "rough time" + ], + [ + "" + ], + [ + "inventor", + "sandpaper", + "rough time" + ], + [ + "sandpaper", + "rough" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_955", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "A contortionist is someone who can bend their bodies into unnatural positions because they are so flexible. They can touch one end of their body with the other end (their ends meet).", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "contortionists", + "die", + "meet their end" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1505", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"party\" means a social gathering with a group of people but \"party\" is also a term used in politics.", + "", + "A politcal party takes one side of a situation. Party not only means a group or a side of ideas, but it can also be used to describe a social gathering.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "whose place to have a party at", + "party politics" + ], + [ + "" + ], + [ + "friends", + "party", + "party politics" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1066", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "clay when it dries out is easy to break and breaking news is a term used in the news ", + "This is a play on words. The term \"breaking news\" refers to news that's hot off the press but here \"breaking news\" refers to news that is literally breaking apart because the clay tablets they're being written on are being chiseled apart.", + "Breaking news is a sudden or urgent type of news, and clay tablets are fragile and may break easily.", + "This is a play on the phrase \"breaking news\". Breaking news is news that is recent and important, something that is worth interrupting whatever it is people are doing. ", + "\"Breaking news\" usually means that it is new, but here it also means to literally break since clay is fragile" + ], + "Joke keywords": [ + [ + "news", + "clay", + "breaking" + ], + [ + "news", + "clay tablets", + "breaking news" + ], + [ + "news", + "clay tablets", + "a lot of breaking news" + ], + [ + "news", + "clay tablets", + "breaking news" + ], + [ + "news" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_957", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 4, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The phrase \"come around\" means to come over or visit someone but \"come around\" can also mean to regain consciousness after losing consciousness or fainting.", + "", + "This is a play on the phrase \"to come around\", which means to either regain consciousness, or return to a spot. \"The person came around for dinner\" can mean that the person physicaly stopped by, but in this case, it meant regained consciousnessness. We can tell because the last few words indicate fainting, or loss of consciousness.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "friend", + "came around for dinner", + "fainted again" + ], + [ + "" + ], + [ + "came around", + "dinner", + "fainted" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1457", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. The term \"drive-by shooting\" is a type of assault where perpetrators fire weapons from a motor vehicle. However, \"shooting\" sounds like \"fruiting\" which in this context involves teenagers shooting fruit and a building instead of guns.", + "This is a pun trying to replace the word shooting with fruiting, as in the act of driving by and throwing rotten tomatos at someone. ", + "Instead of the situation being a \"drive-by shooting\" it's a \"drive-by fruiting\" because tomatoes are being released, not bullets. Tomatoes are botanically a fruit.", + "A play on \"drive by shooting,\" instead replacing shoot the rhyme with fruit (which is what a tomato is)" + ], + "Joke keywords": [ + [ + "" + ], + [ + "teenagers", + "neighbor' s house", + "rotten tomatoes", + "drive - by fruiting" + ], + [ + "cruised past", + "neighbor's house", + "pelted it with rotten tomatos", + "drive - by fruiting" + ], + [ + "rotten tomatoes", + "police", + "drive-by fruiting" + ], + [ + "tomatoes", + "fruit" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1230", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1301", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "The text references categorizing something as science or an art. The subject is romance, which hs known to be a matter of the heart. The word heart is used to replace art. ", + "Instead of saying \"it's an art,\" the just uses the rhyme \"heart,\" alluding to romance" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "romance", + "science", + "heart" + ], + [ + "romance", + "heart" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1295", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "Some statues are made into bust form ", + "", + "A bust is another word for a statue. ", + "This is a play on the word bust. A bust is a sculpture of a person's head to their shoulders. To bust something means to also break something. This sentence has two meanings. Statues don't die, they turn into busts. ", + "" + ], + "Joke keywords": [ + [ + "statues", + "busted" + ], + [ + "" + ], + [ + "OLD STATUES", + "never die", + "busted" + ], + [ + "statues", + "die", + "busted" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_727", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "actors acts on stages and in this case means the good and bad stages of where they are in life ", + "This is a play on words. The word \"stage\" means a period in a person's life but \"stage\" is also a raised platform where actors perform.", + "", + "This sentence is a pun. It's saying that actors are cast through good and bad acting. The word used is stages instead of acting. A stage is a raised platform that actors act on.", + "Actors perform on a stage, but also go through many phases (stages) of life" + ], + "Joke keywords": [ + [ + "actors", + "good", + "bad", + "stages" + ], + [ + "Actors", + "good and bad stages" + ], + [ + "" + ], + [ + "actors", + "cast", + "stages" + ], + [ + "actors", + "stage" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1628", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "brake fluid makes things stop ", + "This is a play on words. The man says he can stop drinking brake fluid anytime but the implication is that drinking the brake fluid allows him to stop since brake fluid is designed to help cars stop.", + "An addict might use a common phrase that they can stop any time, and break fluids are used to allow breaks on a car to stop. ", + "Brake fluid is necessary to get a vehicle stop. Addicts in denial of their addiction tend to say they can stop their habit at any time.", + "" + ], + "Joke keywords": [ + [ + "brake fluid", + "stop any time" + ], + [ + "man addicted to brake fluid", + "could stop any time" + ], + [ + "man addicted to break fluid", + "stop any time" + ], + [ + "addicted", + "brake fluid", + "stop" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_733", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "waiting is something you have to do when you have to be patience ", + "This is a play on words. The word \"weight\" means heavy or having much importance but \"wait\" means to delay action for a period. The joke is that if somone is patient they'll need to do a lot of waiting.", + "This is a pun that replaces weight with wait, as in being patient. ", + "", + "The common phrase is \"heavy in weight,\" although this joke is playing with the word \"wait,\" since patience requires a lot of waiting" + ], + "Joke keywords": [ + [ + "patience", + "wait" + ], + [ + "Patience", + "virtue heavy in wait" + ], + [ + "Patience", + "virtue", + "heavy in wait" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1037", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "cop out is a term that means avoid doing something that one ought to do", + "", + "Cop out is an expression. ", + "This is a pun on the word cop. Another word for policeman is cop. To \"cop out\" is to back out of a situation. ", + "" + ], + "Joke keywords": [ + [ + "policemen", + "cop out" + ], + [ + "" + ], + [ + "OLD POLICEMEN", + "never die", + "cop out" + ], + [ + "policemen", + "die", + "cop out" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_958", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 4, + 3, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "bakery make bread and when you heat up a slice of bread it turns into toast ", + "This is a play on words. Bread browned on both sides becomes toast but a business becoming toast means the business is ruined. When the bakery burns down, the bakery is ruined and \"becomes toast\" but the bread inside the building also \"becomes toast\" due to being exposed to heat from the flames.", + "Something that is toast means it is done or over with, and a bakery that burned down is considered beyond repair or reclaim. ", + "When something is toast, it means that something is over, or hopeless. A bakery produces bread. Bread when heated becomes toasted, or toast.", + "To say something is \"toast\" is to mean it is over; however, here it also makes a play on the food with the same name" + ], + "Joke keywords": [ + [ + "bakery", + "burned", + "toast" + ], + [ + "bakery burned down", + "business is toast" + ], + [ + "bakery", + "burned down", + "toast" + ], + [ + "bakery", + "business", + "burned down", + "toast" + ], + [ + "toast", + "bakery" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_187", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"painfully\" means physically unconfortable due to swallowing glass. However a \"pane\" is part of a window implying that Tom is speaking \"panefully\" due to having swallowed a window pane.", + "", + "I think the joke writer meant to write \"pane-fully\" instead of \"painfully\". If it had \"pane-fully\" down, then that would mean the person is full of glass pane, like windowpane. ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "swallowed", + "broken window", + "painfully" + ], + [ + "" + ], + [ + "swallowed", + "glass", + "broken window" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1629", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "puck sounds like peck and a puck is used in hockey ", + "This is a play on words. A \"peck\" means a quick kiss on the cheek but a \"puck\" is a black disk used to play hockey.", + "", + "Instead of a \"peck on the cheek\" which means a kiss on the cheek, the hockey player gave his wife a \"puck on the cheek\". A puck is a rubber disk used in hockey.", + "" + ], + "Joke keywords": [ + [ + "hockey", + "puck", + "cheek" + ], + [ + "hockey player", + "wife", + "puck on the cheek" + ], + [ + "" + ], + [ + "hockey player", + "wife", + "puck on the cheek" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1809", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"crude\" means rude or offensive language but \"crude\" is also a type of unrefined oil.", + "Crude can also be used to describe a condition of oil, as in crude oil which is raw. ", + "Crude oil is a type of oil that is unrefined.The word crude can also be applied to describe language, not just oil. The oil executives were using crude language, or unrefined language.", + "Oil is also known as crude, while crude also means harsh. This joke is saying oil executives speak harshly." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Oil executives", + "crude language" + ], + [ + "Oil executives", + "crude language" + ], + [ + "oil executives", + "crude language" + ], + [ + "oil", + "crude" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_2014", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "sponge normally soaks in water in this case its used to mean obsorbing the experience ", + "This is a play on words. The phrase \"soak it in\" means to observe your surroundings but \"soak\" also means to absorb water like a sponge does.", + "A sponge is an object that absorbs or soaks in liquid. ", + "A sponge soaks up liquid. The person is metaphorically doing what the sponge would do, soak stuff up.", + "Sponges absorbs (soak) liquid, but soaking something in means to take something in" + ], + "Joke keywords": [ + [ + "sponge", + "soaked it in" + ], + [ + "live sponge on display", + "soaked it in" + ], + [ + "first time", + "live sponge on display", + "soaked it in" + ], + [ + "sponge", + "soaked it in" + ], + [ + "sponge", + "soak" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_690", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "In sports you need to score points for goals and the more goals made you win ", + "", + "A goal is an action of scoaring in many sports, and a coach is someone who manages a sports team. ", + "", + "Coaches have a goal they would like to achieve, but in order to win, they also need to score goals" + ], + "Joke keywords": [ + [ + "coaches", + "goal" + ], + [ + "" + ], + [ + "Coaches", + "goal in mind" + ], + [ + "" + ], + [ + "goal", + "coaches" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1285", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "drowning can happen while in water ", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "swimmers", + "drowned" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_987", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 4, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "cloves are ususally found in salad dressing but you need to know that to find it funny ", + "This is a play on words. The word \"cloves\" is a type of food but sounds like \"clothes\" being added to a bare salad so the salad is dressed up.", + "Cloves is trying to replace the word clothes, because the salad is bare.", + "The person put salad dressing (dressing here is to be interpreted as clothes) on the lettuce. But it needed more clothes. Cloves sounds close to the word clothes. ", + "Here, \"bare\" and \"cloves\" is supposed to sound like \"bare clothes,\" joking that the salad looks naked" + ], + "Joke keywords": [ + [ + "salad dressing", + "cloves" + ], + [ + "lettuce", + "bare", + "put some cloves on it" + ], + [ + "lettuce looked bare", + "put some cloves on it" + ], + [ + "salad dressing", + "lettuce", + "cloves" + ], + [ + "salad" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1066", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 4, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "tenor is a type of saxophone and it sounds like tender ", + "This is a play on words. The word \"tenor\" means a type of singing voice but sounds like \"tender\" which means showing gentleness or concern.", + "A tenor saxaphone is a type of saxapone, tenor being the voice/range type. Tender love and care is a common expression.", + "\"Tendor love and care\" is a common phrase used to describe what one needs emotionally. The joke here replaced tendor with tenor because it sounded close, and we're talking about a saxophone. A saxophine is a musical instrument. A tenor saxophone is a saxophone type.", + "A play on the phrase \"tender, love, and care,\" where tenor (a music term) replaces the word tender" + ], + "Joke keywords": [ + [ + "saxophone", + "tenor", + "love and care" + ], + [ + "such good care", + "saxophone", + "with tenor, love and care" + ], + [ + "take such good care", + "saxaphone", + "tenor, love, and care." + ], + [ + "saxophone", + "tenor", + "love and care" + ], + [ + "saxophone" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_15", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "toasters normally toast things and in this case toasted means in trouble ", + "This is a play on words. The word \"toasted\" refers to having made a speech praising someone but toasted also refers to what happens to bread when it's put in a toaster.", + "", + "Toasted has two meanings. To toast something means to cook something, or to honor someone for an accomplishment. ", + "When honoring a person, a toast (speech) is made, and toast (food) is made in a toaster" + ], + "Joke keywords": [ + [ + "toaster", + "party", + "inventor" + ], + [ + "party", + "inventor of the toaster", + "toasted" + ], + [ + "" + ], + [ + "party", + "inventor of the toaster", + "toasted" + ], + [ + "toaster" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_773", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "25 is a number that used as a quarter ", + "This is a play on words. A twenty five cent coin is called a \"quarter\". However, \"quarterly\" also refers to profits coming four times a year.", + "25 cents is a quarter of 100, or a dollar, and the joke revolves around the company expecting quartlery profits. ", + "25 cents is how much a quarter (the coin) is. So, if the mint makes 25 cent pieces, they would have quarterly profits.", + "25 cent pieces are known as quarters. A quarterly profit is a profit made every 3 months" + ], + "Joke keywords": [ + [ + "25 cent", + "quarterly" + ], + [ + "mint", + "25 cent pieces", + "quarterly profits" + ], + [ + "mint", + "25 cent pieces", + "expect quarterly profits" + ], + [ + "mint", + "25 cent", + "quarterly profits" + ], + [ + "25 cent" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_64", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "Not completely sure, but is 'barked' supposed to sound close to Bach? Bach is the composer of the Brandenburg Concertos.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "listeing", + "Brandenburg Concertos", + "barked" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_614", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "steep means the angle and hills usually have an angle going up or down in this case ", + "This is a play on words. The word \"steep\" means high in price but \"steep\" also having a sharp slope, as a hill would.", + "A hill is considered steep in angle, and steep can also refer to something that might be too expensive.", + "Steep can be used to refer to a slope rising or falling sharply, but it can also be used to refer to how much something can cost. The text is combining the meaning.", + "Hills have steep slopes, but houses are also costly (steep prices)" + ], + "Joke keywords": [ + [ + "hill", + "steep" + ], + [ + "property with a hill", + "a little steep" + ], + [ + "buy some property", + "hill on it", + "little steep" + ], + [ + "property", + "hill", + "steep" + ], + [ + "hill", + "steep" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1003", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1391", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "Yogurt is a cultured milk product that is soured and thickened by adding specific cultures to milk", + "This is a play on words. The word \"cultured\" means having refined tastes but \"culture\" also refers to bacteria used to make yogurt.", + "Yogurt is milk that has been introduced to bacterial culture.", + "To be well cultured is to be knowledgeable about the society you're in. When yogurt is cultured, it means there's beneficial bacteria in it.", + "Yogurt is made by milk being cultured, while cultured also means to have taste" + ], + "Joke keywords": [ + [ + "yogurt", + "cultured" + ], + [ + "yogurt", + "well cultured" + ], + [ + "people", + "like yogurt", + "well cultured" + ], + [ + "yogurt", + "cultured" + ], + [ + "yogurt" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_415", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "leos are associated with lions ", + "", + "", + "Leo is another word for lion. Leo is short for the name Leonardo. The lion trainer's nickname means lion.", + "This is a pun for the word \"leo\" which is both a name and means lion" + ], + "Joke keywords": [ + [ + "leo", + "lion", + "trainer" + ], + [ + "" + ], + [ + "" + ], + [ + "leo", + "lion trainer" + ], + [ + "leo", + "lion" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1541", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "fractions are something you have to deal with in math ", + "This is a play on words. The word \"partial to\" means having a liking for something but \"partial\" also means part of a larger whole and fractions are used to measure parts of a whole.", + "", + "To be partial means you favor something. Partial can also mean part of something, or a fraction of something. ", + "This is a pun for the word \"partial,\" which means both to be liken to and a part (fraction) of something" + ], + "Joke keywords": [ + [ + "math", + "fractions" + ], + [ + "partial to fractions" + ], + [ + "" + ], + [ + "math", + "partial", + "fractions" + ], + [ + "math", + "fractions" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1588", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"tenderly\" means with gentleness or kindness but \"tender\" is also a term used for contracts.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "contract", + "aims to please", + "tenderly" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_813", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "\"A passing interest\" means one that flees easily. Here, \"passion,\" meaning affection, replaces \"passing\" instead" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "affection" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1184", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "meneuver sounds like manuer ", + "This is a play on words. The word \"manuever\" means to move around but also sounds vaguely like \"manure\" which means animal poop.", + "A pig barn may contain manure, which is compost made by animal feces. Maneuver sounds like manure.", + "Maneuver sounds like manure. The person is referring to walking around in a pig barn. Be careful to walk around the manure.", + "" + ], + "Joke keywords": [ + [ + "pig", + "barn", + "manuever" + ], + [ + "walking through", + "pig barn", + "be careful", + "how you maneuver" + ], + [ + "walking through", + "pig barn", + "careful how you maneuver." + ], + [ + "walk", + "pig barn", + "maneuver" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_533", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1486", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "photographers normally take candid pictures but in this case candid means open and sincere", + "This is a play on words. The word \"candid\" means truthful or straightforward but \"candid\" is also a type of photograph taken without the subject's knowledge.", + "", + "A \"candid photo\" is a popular phrase. The text is referencing that when they say photographers are candid people. ", + "Here, candid means both truthful and to take photos unprompted" + ], + "Joke keywords": [ + [ + "photographers", + "candid", + "people" + ], + [ + "Photographers", + "candid people" + ], + [ + "" + ], + [ + "photographers", + "candid people" + ], + [ + "photographers" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1089", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "rue means street or road in french but you have to have know that to find it funny ", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "streets", + "paris", + "ruefully" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_765", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "farmers are known to wear overalls ", + "This is a play on words. The word \"overall\" means taking everything into account but \"overalls\" are a type of clothing.", + "A common past example of farmers clothing are overalls.", + "Overall problem means the farmer has a general problem, but overall(s) are also a type of clothing. The farmer has a problem with his clothing.", + "Farmers wear overalls, and this joke is saying a rip in clothes is an over all problem" + ], + "Joke keywords": [ + [ + "farmer", + "rip", + "clothes", + "overall" + ], + [ + "" + ], + [ + "farmer", + "rip in his clothes", + "overall problem" + ], + [ + "farmer", + "rip", + "clothes", + "overall" + ], + [ + "farmer", + "overall" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1359", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_1385", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "Soda can be considered a caustic, or destructive, substance in some cases.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "some soda", + "your whiskey?", + "caustically" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_76", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "counting happens in math ", + "This is a play on words. The word \"count\" means to determine the total number of something but \"count on\" means to depend on another person.", + "Inept means incapable or lacking in something, and in this case, the mathematician is inept and can't count on his friends.", + "To count on someone means you can rely on them. To count also means to determine the total number of something. The mathematician is inept, so unable to determine the number of his friends, or to rely on them. ", + "This is a pun on the phrase to \"count on\" someone (to rely on them), while mathemeticians often count" + ], + "Joke keywords": [ + [ + "mathematician", + "count on" + ], + [ + "mathematician", + "couldn' t count on", + "his friends" + ], + [ + "inept mathematician", + "couldn't count", + "friends" + ], + [ + "inept", + "mathematician", + "count", + "friends" + ], + [ + "mathematician", + "count" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_1301", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "impact is something that bombs do ", + "", + "A bomb, or explosive, has an impact when detonated. ", + "", + "Bombs usually have an impact (explosion), but the one in the joke made no impart (affect)" + ], + "Joke keywords": [ + [ + "bomb", + "impact" + ], + [ + "" + ], + [ + "joke about the bomb", + "no impact" + ], + [ + "" + ], + [ + "bomb", + "impact" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_687", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "State can mean a piece of defined territory, or it can mean a condition someone is in. This joke can apply to both.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "people", + "happy", + "state" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_564", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "yuan sounds like yawn yuan is chinese currency ", + "", + "", + "Yuan is a type of currency used in China. Yuan sounds like \"yawn\" in English. The joke is saying that too many people are \"yawning\" or are too lax because they are not paying attention to the value of the Chinese currency.", + "Yuan, the Chinese currency, is used to sound like yawn" + ], + "Joke keywords": [ + [ + "chinese currency", + "pay attention", + "yuan" + ], + [ + "" + ], + [ + "" + ], + [ + "value", + "Chinese currency", + "yuan" + ], + [ + "currency", + "yuan" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "het_479", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 2, + 3, + 4 + ] + }, + { + "ID": "hom_181", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "This is a pun on net wages, which are the amount the employee receives once gross wages have been reduced by deductions and taxes. Every Friday he had to figure these wages out as he had to buy his own nets", + "This joke is a pun on the word net. Trapeze artists are usually kept safe from falling by a net to catch them. Net wages is a term that means total money paid to an employee.", + "net wages are wages after taxes and a net is saftey equipment ", + "Net wages is the amount of money left over from someone's salary once taxes and benefits are taken out. It's also a play on the nets that trapeze artists use in their work.", + "This is a play on words using the word \"net\". A net is used to cushion a trapeze artist's fall. \"Net wages\", which refers to the income the trapeze artist (or any other professional) gets after deducting income tax, has the word \"net\" in it. " + ], + "Joke keywords": [ + [ + "trapeze", + "own safety equipment", + "net wages" + ], + [ + "trapeze artist", + "net wages." + ], + [ + "trapeze artist", + "safety equipment", + "net wages" + ], + [ + "trapeze artist", + "net", + "wages" + ], + [ + "trapeze artist", + "net wages" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_228", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1711", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "This is a pun on the phrase 'getting husky', which is known as putting on a little weight. Husk is also a part of corn", + "", + "corn is covered in a husk and husky can mean overweight ", + "Husky can mean 'fat', and it's a play on the husks that grow around ears of corn.", + "This is a play on words using the word \"husky\". The ear of corn is calling the other one \"husky\", meaning \"big\". \"Husky\" has the word \"husk\" in it. A husk is the outer layer of an ear of corn. " + ], + "Joke keywords": [ + [ + "ear of corn", + "you're getting husky" + ], + [ + "" + ], + [ + "corn", + "You' re getting husky" + ], + [ + "ear", + "corn", + "husky" + ], + [ + "corn", + "husky" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_52", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 4, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "This is a pun on 'still of the knight'. The common saying 'still of the knight', means \"anytime late at night\", however 'still of the knight' is used here since whisky is made in stills and Sir Lancelot was a knight", + "The joke is a pun on the words still and knight and the phrase 'the still of the night'. To make moonshine a device called a still is used. Sir Lancelot was a knight. The phrase ' the still of the night' means the peace or calmness of the night time. They shattered the still Lancelot was using to make the moonshine but also they shattered the still of the night.", + "still of the night means the quiet of night and knight sounds like night ", + "A still is a device used to make whiskey, so they shattered the knight's still and did it at night, disturbing the silence.", + "This is a pun using the phrase \"still of the knight\". The men found the moonshine whiskey operation in the evening, which suggests that \"still of the knight\" refers to \"still of the night\". \"Still of the night\" means late at night when it is quiet and dark. \"Night\" sounds like \"knight\". Sir Lancelot is a knight. A \"still\" is a device used to distill alcohol, which moonshine whiskey is an example of. So when they say the men \"shattered the still of the knight\" they mean that not only did their activities disturb the quietness of the night, but they also destroyed the distillation device the knight Sir Lancelot uses to make moonshine whiskey." + ], + "Joke keywords": [ + [ + "Sir Lancelot's moonshine", + "still of the knight" + ], + [ + "men discovered Sir Lancelot' s moonshine", + "operation", + "shattered the still of the knight" + ], + [ + "Sir Lancelot' s moonshine whiskey", + "shattered the still of the knight" + ], + [ + "Lancelot", + "whiskey", + "still", + "night" + ], + [ + "evening", + "Sir Lancelot's moonshine whiskey operation", + "still of the knight" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_849", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 0, + 3 + ], + "Natural language explanation": [ + "This is a pun on the word 'reign', which means one's period of royal power, like Queen Elizabeths long running term. However, the alternate spelling of 'rain' is falling water, which is something that would get you wet", + "The joke is a pun on the word reign. The word reign means a ruler's control over a country. The queen reigns over Britain. Reign sounds like 'rain' which is the meteorological effect of water falling from clouds. So Since there was a long reign, the joke is it's a very wet place.", + "reign sounds like rain ", + "", + "This is a pun on the word \"reign\". \"Reign\" means to rule. The Queen has ruled England for a long time, so she has had a \"long reign\". \"Reign\" sounds like \"rain\". In Britain it can be very rainy, which is why they say it is a wet place. So Britain has had a \"long rain\" as well as a \"long reign\" (of their queen)." + ], + "Joke keywords": [ + [ + "Britain", + "wet place", + "queen", + "long reign" + ], + [ + "Britain", + "wet place", + "queen has had a long reign" + ], + [ + "Britain", + "wet place", + "long reign" + ], + [ + "" + ], + [ + "Britain", + "wet place", + "queen", + "long reign" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_522", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "This is a pun on 'knead', which in baking means \"to work moistened flour into dough with your hands\", but the alternate spelling 'need' means \"to require something because it's essential\", in this case Bakers needing to make bread", + "The joke is a pun on the word knead. Kneading is the act of pressing on the dough to get it ready for baking. Knead sounds like 'need', so in the phrase, \"Bakers have a great knead,\" it sounds like they have a great desire to do something.", + "kneed sounds like need ", + "Bakers knead dough to make bread, and it's a play on the word 'need'.", + "This is a pun on the word \"knead\". \"Knead\" means to create dough from flour, and is a necessary step to make bread. \"Knead\" sounds like \"need\". Bakers need to make bread, and they make this bread by kneading it." + ], + "Joke keywords": [ + [ + "bakers", + "knead", + "make bread" + ], + [ + "Bakers", + "great knead to bake bread" + ], + [ + "Bakers", + "knead", + "make bread" + ], + [ + "Bakers", + "knead", + "bread" + ], + [ + "Bakers", + "knead", + "bread" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_528", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word rectified. A proctologist is a doctor who specializes is the human rectum. The word 'rectified' starts with 'rect' like 'rectum' but it means to be corrected or fixed.", + "rectified sounds like rectum ", + "To rectify something means to fix or correct it, and it's a play on 'rectum' - the body part that proctologists specialize in.", + "This is a pun using the word \"rectified\". The proctologist is telling the patient that his condition could be \"rectified\" which means fixed. \"Rectified\" has the sound \"rect\" in it, which sounds like \"rectum\". A proctologist specializes in issues with the rectum. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "proctologist", + "rectified" + ], + [ + "proctologist", + "condition", + "rectified" + ], + [ + "proctologist", + "rectified" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1142", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "This is a joke based simply on the idea that the musical instrument organs are linked to organically grown food ", + "The joke is a pun on the words organ and organically. Organically grown food is food that was grown naturally without any artificial growth chemicals. An organ is keyed instrument similar to a piano.", + "organ sounds like organic ", + "The organ is an instrument and an obvious play on 'organically', which refers to plants grown without hormones or pesticides.", + "This is a pun using the word \"organically\". The guy wants to grow his food organically, which means naturally without using chemicals. \"Organically\" has the word \"organ\" in it. The guy is playing an organ, which is an instrument similar to a piano, in his garden. " + ], + "Joke keywords": [ + [ + "played the organ", + "garden", + "organically grown food" + ], + [ + "guy", + "played the organ", + "in his garden", + "organically grown food." + ], + [ + "played the organ", + "organically grown food" + ], + [ + "organ", + "garden", + "organically grown" + ], + [ + "organ", + "organically grown food" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_383", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the phrase 'for a song'. The phrase means to get something for a very cheap price. The person buying is a pop singer who sings songs.", + "", + "To buy something for a song means to get it really cheap, and it's a play on what the pop singer does for a living.", + "This is a play on words using the phrase \"for a song\". \"For a song\" is an expression that means \"cheaply\". The pop singer bought the house at a low price. \"For a song\" could also be taken literally, in this case a pop singer singing a song in exchange for a house. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "pop singer", + "bought a new house", + "for a song" + ], + [ + "" + ], + [ + "singer", + "house", + "bought", + "song" + ], + [ + "pop singer", + "bought", + "house", + "for a song" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1263", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'buzz'. To 'create a buzz' means to cause some discussion or draw attention to something. A 'buzz' is also what it is called to be getting slighty tipsy from drinking.", + "buzz can mean excitement and it can mean drunk ", + "Buzz can refer to word of mouth created by marketing, or the feeling that beer induces in small quantities.", + "This is a pun on the word \"buzz\". To create a buzz means to get attention from people. A sale on beer is one way you can do that. \"Buzz\" can also refer to a side effect of drinking beer or other types of alcohol. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "rarely a sale on beer", + "demand is always high", + "no need to create a buzz" + ], + [ + "sale on beer", + "create a buzz" + ], + [ + "beer", + "demand", + "buzz" + ], + [ + "sale on beer", + "create a buzz" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_836", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "This is a pun on 'leaked', which is referring to a news story about a flood reaching the public before it was intended, but having something 'leak' is also associated with water", + "The joke is a pun on the word 'leaked'. 'Leaked' can refer to actual water leaking, or in the case of news, information that slipped out even though it was meant to be kept secret.", + "leaked can refer to information getting out or water getting out ", + "News can be leaked, meaning it comes out before it was meant to be reported, or the leak can refer to flooding water.", + "This is a pun on the word \"leaked\". The news was \"leaked\", meaning it got out accidentally. \"Leaked\" can also refer to when water seeps out of or into an enclosed space through a crack or other small opening. When you have a flood, water can leak into buildings or houses. " + ], + "Joke keywords": [ + [ + "news", + "flood", + "leaked" + ], + [ + "News of", + "flood was leaked." + ], + [ + "News", + "flood", + "leaked" + ], + [ + "News", + "flood", + "leaked" + ], + [ + "news", + "flood", + "leaked" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1712", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "This is a pun on the phrase \"butcher it\", which when telling a joke means to tell it incorrectly. It also works here because a cow is something a regular butcher would work on ", + "The joke is a pun on the word 'butcher'. A butcher is a person who cuts animal meat for selling, such as cows. To butcher a joke means to not tell it correctly or ruin the joke somehow.", + "butcher can mean ruin a joke and it can mean break down a cow for meat", + "The butchering can refer to a badly told joke or a cow that got killed for meat production. This joke would not land well with vegetarians.", + "This is a pun on the word \"butcher\". When you \"butcher\" a joke, it means you ruined the joke. \"Butcher\", in the context of a cow, is when you kill it and slice it up into cuts of meat. " + ], + "Joke keywords": [ + [ + "joke", + "cow", + "butcher it" + ], + [ + "" + ], + [ + "joke", + "cow", + "butcher it" + ], + [ + "joke", + "cow", + "butcher" + ], + [ + "joke", + "cow", + "butcher" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1040", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "This is a pun on 'developing', which in this context means the photographers stop growing/ becoming more mature. But 'developing' also works since for film photographs you need to get them developed", + "The joke is a pun on the word 'developing'. A photograph takes time to develop so the image appears. To stop developing means to stop growing or changing. This is also a reformat of an existing joke \"Old X never die, they just Y\".", + "stop developing can mean stop growing but it can also mean developing photos ", + "Developing is what photos do in the hands of photographers. It technically works because people develop physically until death, but that doesn't mean the joke is all that funny.", + "This is a pun on the word \"developing\". Photographers \"develop\" photographs, which is when they process it after taking the picture. \"Develop\" can also refer to a body growing or maturing. It is related to the concept of death because developing eventually leads to death and when you die you stop developing. " + ], + "Joke keywords": [ + [ + "Old photographers", + "never die", + "stop developing" + ], + [ + "PHOTOGRAPHERS", + "never die", + "stop developing" + ], + [ + "OLD PHOTOGRAPHERS", + "stop developing" + ], + [ + "photographers", + "die", + "developing" + ], + [ + "photographers", + "die", + "stop developing" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1051", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'resigned'. John Hancock is a famous founding father who was known for his literacy and writing and signing of important founding documents. To 'resign' means to retire or step down, however the word 'resign' looks like 're-sign' which would mean to sign something again.", + "resiged sounds like signed ", + "", + "This is a pun on the word \"resigned\". \"Resign\" means to leave a position, and is another word for retire. \"Resign\" can also be interpreted as the act of writing your signature on a document again. John Hancock was one of the signers of the Declaration of Independence. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "John Hancock didn' t retire", + "resigned." + ], + [ + "John Hancock", + "retire", + "resigned" + ], + [ + "" + ], + [ + "John Hancock", + "retire", + "resigned" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1708", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a pun because semaphore uses flags to communicate.", + "This is a pun on the word \"flagged\". To flag away means to disappear, or diminish. \"Flagged\" has the word \"flag\" in it. Semaphore is a method of signalling across a distance. Flags are often used for this purpose. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Semaphore", + "flagged", + "communication" + ], + [ + "Semaphore", + "flagged away" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1875", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "This joke is saying that, while annoying, decimals do matter (i.e. they have a point) but they also literally can be viewed as points", + "The joke is a pun on the word 'point'. Point can mean the main idea or purpose or meaning behind something. When reading a decimal number out loud the dot would be spoken as 'point', for example 'one point one'.", + "a point can be a period or a purpose ", + "This joke doesn't really work because the pun about decimals having a point totally fails.", + "This is a pun on the word \"point\". In mathematics, a decimal number has a point, or dot, that indicates that it is not a whole number. The phrase \"have a point\" means that you have a good reason to support an argument. It can also mean that something has a purpose. In the joke, the person might have disliked maths because they thought it had no purpose, no good reason to be used. But because they saw the point, or value, in decimals, they like the subject now. They also saw the literal point, or dot, in the decimal number." + ], + "Joke keywords": [ + [ + "hate maths", + "decimals", + "have a point" + ], + [ + "I used to hate maths but", + "decimals have a point" + ], + [ + "hate maths", + "decimals have a point" + ], + [ + "maths", + "decimals", + "point" + ], + [ + "hate maths", + "decimals have a point" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1745", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1574", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "This is a pun on 'grave', which in this context means a \"serious matter\", but it's alos used since graves are found in cemetaries", + "The joke is a pun on the word 'grave'. Graves are the headstones and tombstones in a cemetary that mark a person's burial site. 'Grave' can also mean 'severe' or 'deadly' 'or 'very bad'.", + "grave can mean serious and it can mean a literal grave ", + "Grave could mean 'serious' or refer to the graves in cemeteries.", + "This is a pun on the word \"grave\". \"Grave\" is used to emphasize that something is very bad. A grave charge is a terrible, huge charge. The word \"grave\" can also mean a stone slab you put where someone has been buried. The sign is in a cemetery, and a cemetery is full of graves." + ], + "Joke keywords": [ + [ + "sign", + "cemetary", + "no trespassing", + "grave charges" + ], + [ + "sign at a cemetery", + "Grave Charges" + ], + [ + "cemetery", + "Violators Will Face Grave Charges" + ], + [ + "cemetery", + "Grave Charges" + ], + [ + "sign", + "cemetery", + "grave charges" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1691", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "This is a pun on 'proof'. Proof usually means evidence to support a fact, but it's used here since 'proof' is also known as the measure of the content of ethanol in an alcoholic beverage.", + "The joke is a pun on the word 'proof'. Proof can mean evidence, but in terms of alcohol, 'proof' refers to how much alcohol content is in a liquor.", + "proof can mean evidence or alcohol content ", + "Proof means both 'evidence' and is a measure of alcohol concentration in a drink.", + "This is a pun on the word \"proof\". They're asking where the proof, or evidence, is that the drink is non-alcoholic. Proof can also refer to a measure of percentage of alcohol in a drink. So they are also asking where the alcohol is because it is a non-alcoholic drink." + ], + "Joke keywords": [ + [ + "drink", + "non-alcoholic", + "proof" + ], + [ + "drink was non - alcoholic", + "where was the proof" + ], + [ + "non - alcoholic", + "where was the proof" + ], + [ + "drink", + "non-alcoholic", + "proof" + ], + [ + "non-alcoholic", + "proof" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_911", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "yaw sounds like yore ", + "This joke relies on outside knowledge of yaw as a nautical term. Here it's used as a pun on 'days of yore', or time before recorded history.", + "This is a pun on the word \"yaw\". A yaw is a type of ship movement. \"Yaw\" is kinda similar to the \"yore\" in \"days of yore\", which means in the past. So the ancient ships were unstable back in the day when they would yaw because they had no rudders. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Ancient vessels", + "days of yaw" + ], + [ + "Ancient vessels", + "stability", + "rudders", + "yaw" + ], + [ + "ancient vessels", + "stability", + "rudders", + "days of yaw" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_339", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 4, + 1 + ], + "Natural language explanation": [ + "This is a joke because the woman who's hair is falling out is asking for a solution for it to stop falling out, but the doctor is taking the phrae 'keep it in' literal and suggest she keep her hair that has fallen out in a cigar box", + "The joke is a different take on the phrase 'what can you give me to keep it in'. It sounds like the person is asking the doctor for some product to prevent hair loss, but the doctor recommends a box to literally keep the fallen hair in.", + "a cigar box can be used to store hair in ", + "This is a joke about a quack doctor. The speaker is looking for a remedy for balding, but the doctor misinterprets the request.", + "The woman asked what her doctor could give her so she can keep the hair on her head, as in prevent her hair from falling out. The doctor says that she put her hair in a cigar box. This is obviously not the solution she was looking for so he was just kidding and probably doesn't want to deal with her. " + ], + "Joke keywords": [ + [ + "hair coming out", + "keep it in", + "cigar box" + ], + [ + "my hair is coming out", + "What can you give me to keep it in", + "A cigar box" + ], + [ + "hair is coming out", + "A cigar box" + ], + [ + "Doctor", + "hair", + "keep", + "box" + ], + [ + "Doctor", + "hair is coming out", + "keep it in", + "cigar box" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_808", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 2 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "This is a joke because if there was a murder, police would try to find finger prints for clues. But it's being used here because 'prince' sounds like 'prints' and Prince is the name of a musical artist who would be at the grammys", + "The joke is a pun on 'Prince'. Prince sounds like 'prints' which would mean finger prints, that would be evidence in a murder case. Prince is the name of a musician and celebrity who might be at the Grammy's.", + "prince sounds like prints ", + "Prince was a musical performing artist and his name here is used as a pun on prints, as in fingerprints pointing to a murder suspect", + "This is a pun on the word \"Prince\". \"Prince\" was a famous singer who probably attended the Grammys. \"Prince\" sounds like \"prints\". They were looking for finger\"prints\" to find out who committed the murder." + ], + "Joke keywords": [ + [ + "murder", + "grammys", + "prince" + ], + [ + "murder backstage at the Grammys", + "couldn' t find DNA but they did find Prince" + ], + [ + "murder", + "the Grammys", + "couldn' t find DNA", + "find Prince" + ], + [ + "murder", + "Grammys", + "DNA", + "Prince" + ], + [ + "murder", + "Grammys", + "Prince" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1324", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "This is a joke because 'salt' is usually stored inside of salt shakers, and once a salesman has closed a deal, they'll usually shake hands ", + "The joke is a pun on the word 'shake'. Shaking hands on an agreement is typical. You also shake a salt shaker to pour salt on something.", + "shake can mean a hand shake or a salt shaker ", + "Shaking can refer to shaking hands or a play on salt shakers", + "This is a pun on the word \"shake\". The salesman said he'd shake on that, meaning he'd shake hands to confirm agreement on the sale of the salt. \"Shake\" relates to salt because you shake a salt shaker to season your food." + ], + "Joke keywords": [ + [ + "shipment of salt", + "salesman", + "shake on that" + ], + [ + "selling a shipment of salt", + "salesman said", + "let' s shake on that" + ], + [ + "shipment of salt", + "let' s shake on that" + ], + [ + "shipment", + "salt", + "salesman", + "shake" + ], + [ + "salt", + "salesman", + "shake on that" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_5", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "This joke relies on outside knowledge that wildebeest is another name for gnus. Gnus is also a play on 'news'.", + "This is a pun on the word \"gnus\" Gnus are wildebeests. \"gnus\" sounds like \"news\". The evil wildebeests are bad news because they are bad gnus." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "wildebeests", + "bad gnus" + ], + [ + "evil wildebeests", + "bad gnus" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1989", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'remarked'. A grade can also be referred to as a 'mark'. To be re-marked would mean to be re-graded. A remark also means a comment.", + "", + "A 'mark' is another word for 'grade' (in noun form). A remark here is both a comment and a pun for a changed grade.", + "This is a pun on the word \"remarked\". \"Remarked\" means to say something as a comment. \"Remarked\" can also be interpreted as \"re-marked\", meaning to mark something again. The teacher changed Tom's grade, so she re-marked it." + ], + "Joke keywords": [ + [ + "" + ], + [ + "teacher changed my grade", + "Tom remarked" + ], + [ + "" + ], + [ + "changed", + "grade", + "remarked" + ], + [ + "changed my grade", + "remarked" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_676", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "This is a joke becausethey say during earthquakes you should stay stationary, meaning not moving, but a stationary store is also a store that sells writing materials ", + "The joke is a pun on the word 'stationery'. Stationery stores sell paper products for writing letters for example. Stationary also means still and unmoving, so the joke is that it would be standing still during an earthquake.", + "stationary can mean still or it can mean office supplies ", + "Stationery is a play on 'stationary', or a structure that stands still during an earthquake. Stationery is what people write fancy letters on.", + "This is a pun on the word \"stationery\". A stationery store is a store for writing and office supplies. \"Stationery\" sounds like \"stationary\". \"Stationary\" means to stay still. In an earthquake, a store that does not shake will be the safest to be in." + ], + "Joke keywords": [ + [ + "best store", + "earthquake", + "stationery store" + ], + [ + "best store to be in during an earthquake", + "stationery store" + ], + [ + "best store", + "earthquake", + "stationery store" + ], + [ + "store", + "earthquake", + "stationery" + ], + [ + "best store", + "earthquake", + "stationery" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_976", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the phrase 'pull yourself together'. The phrase is usually used to mean 'fix yourself' or 'get yourself back in a normal routine or good health'. One would also literally pull curtains together to close them.", + "pull yourself together can mean drawing curtains or it can mean to fortify one's self", + "", + "This is a joke about curtains. Curtains can be pulled together or apart. So when the patient says they feel like a pair of curtains, the doctor tells them to do what you do with curtains: pull them together. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "I feel like a pair of curtains", + "Well pull yourself together" + ], + [ + "pair of curtains", + "pull yourself together then" + ], + [ + "" + ], + [ + "doctor", + "curtains", + "pull yourself together" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_501", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a joke that doesn't land. Hilariously is supposed to be a vague allusion to Edmund Hillary, a white man who famously climbed Mount Everest.", + "\"Hilariously\" has the sound \"hil\" in it, which sounds like \"hill\". Mount Everest is a mountain and a mountain are kind of like a hill, only much larger." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "climb", + "Mount Everest", + "hilariously" + ], + [ + "Mount Everest", + "hilariously" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_994", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "A stave is a part of a wooden barrel. \"stave off hunger\" is an allusion to that.", + "This is a pun on the word \"stave\". To stave off hunger means to keep from going hungry. A \"stave\" is a wooden part of a barrel. The termites are eating a stave so they can stave off hunger. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "termites", + "wooden barrel", + "stave off hunger" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_195", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This joke falls flat. It's supposed to be a play on 'extreme home makeover' and it's not even accurate.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Jesus", + "extreme world makeover", + "flood" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_990", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "I think the joke is a pun on the word 'rows' meaning in a line, and sounds like 'rose' the flower. Roses are planted in dirt, and the speaker is saying you don't have to 'plant' yourself there, meaning you don't have to stay there.", + "", + "", + "The joke is comparing pews to growing crops by saying they both involve rows. Farmers plant crops in rows, and people sit in rows of pews at church. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "pews come in rows", + "doesn\u2019t mean we should plant ourselves there" + ], + [ + "" + ], + [ + "" + ], + [ + "pews", + "rows", + "plant" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_807", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "This is a joke because it's playing on the word 'eternity' which means 'unending time', but 'maternity' is used in it's place because it sounds similar and means 'motherhood'.", + "The joke is a pun on the word 'maternity'. 'Maternity' means motherhood. It sounds like 'eternity' which means forever. The pregnancy is very long so it feels like an eternity.", + "maternity sounds like eternity ", + "Maternity' means motherhood - the end result of a pregnancy, and it's a play on 'an eternity', or forever.", + "This is a pun using the word \"maternity\". \"Maternity\" refers to pregnancy, and \"maternity\" sounds like \"eternity\"." + ], + "Joke keywords": [ + [ + "pregnancy", + "so long", + "maternity" + ], + [ + "pregnancy is so long", + "it seems like a maternity" + ], + [ + "pregnancy", + "long", + "seems like a maternity" + ], + [ + "pregnancy", + "a maternity" + ], + [ + "pregnancy", + "long", + "maternity" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_574", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "This is a joke based simply on the fact that conjoined twins are literally connected together", + "The joke is a double meaning on the phrase 'special connections'. Conjoined twins are born physically connected to each other. Special connections typically means a better understanding of each other.", + "conjoined twins are literally connected to each other ", + "special connections' is meant in both the literal sense of physical attachment and the figurative sense of twins being in sync with each other.", + "There are two meaning of \"connections\" here. It can mean physically attached to eachother such as conjoined twins are. It can also mean sharing something in common. Twins in general have identical genes and come from the same parents. " + ], + "Joke keywords": [ + [ + "conjoined twins", + "special connection" + ], + [ + "Conjoined twins", + "special connections" + ], + [ + "Conjoined twins", + "special connections" + ], + [ + "Conjoined twins", + "connections" + ], + [ + "conjoined twins", + "special connections" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1168", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "This is a pun on the phrase 'rasin to keep on living'. The phrase is usually 'reason to keep on living' , but the version that's used also works because 'raisin' sounds like 'reason' and is also a food", + "The joke is a pun on the word 'raisin'. It sounds like the speaker is saying 'reason to keep living', but they were starving, and might have literally been given a raisin to eat.", + "raisin sounds like reason ", + "What petty children! A raisin is both an edible fruit and a play on 'reason'.", + "This is a pun on the word \"raisin\". This person desperately needed food, so their kids gave them a raisin to live. \"Raisin\" sounds like \"reason\". Giving food to a starving person is the \"reason\" why they live. Also, when people feel hopeless and want to give up on life, they may find something meaningful that gives them a \"reason\" to live. Often times that thing is someone who depends on you. For the starving person in the joke, that thing is their children. " + ], + "Joke keywords": [ + [ + "starving to death", + "children", + "raisin to keep on living" + ], + [ + "I was starving to death", + "children gave me a raisin to keep on living" + ], + [ + "starving to death", + "raisin to keep on living" + ], + [ + "starving to death", + "children", + "raisin" + ], + [ + "starving to death", + "children", + "raisin to keep on living" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1263", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_920", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word 'blowup'. In this context, the word would usually mean an outburt of anger. However here it could be meant literally as an explosion since it was an argument between bomb squad personell ", + "The joke is a pun on the phrase 'blow up'. In the context of the sentence, 'blow up' sounds like it means the argument ended in a fight.", + "blow up can mean an explosion or a fight ", + "A blowup can be an argument or a bomb explosion.", + "" + ], + "Joke keywords": [ + [ + "argument", + "bomb squad convention", + "blowup" + ], + [ + "argument", + "Bomb Squad convention", + "ended in a blowup" + ], + [ + "Bomb Squad convention", + "blowup" + ], + [ + "argument", + "Bomb Squad", + "blowup" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1977", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'exhausted'. Exhausted can mean physically tired or fatigued. Exhaust is also the word for the emissions that are blown out from the exhaust pipe on a car.", + "exhausted can mean car exhaust or tired ", + "exhausted' here is a play on exhaust that comes out of an automobile while it's running; it doesn't just mean 'tired'.", + "This is a pun on the word exhausted. An exhaust is the part of a car that emits gas. Exhausted can refer to being really tired or the state of being completely depleted. So the people worked to exhaust the gas levels of cars and that made them tired so they came home exhausted. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "work on reducing auto emissions", + "go home exhausted" + ], + [ + "reducing auto emissions", + "exhausted" + ], + [ + "auto emissions", + "work", + "exhausted" + ], + [ + "reducing auto emissions", + "exhausted" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1620", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2250", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'lame'. Lame can mean 'uncool' or not good enough. 'Lame' is also used to refer to a horse or other animal that has a broken or damaged leg and cannot walk normally. The student was limping, so one could say they are lame.", + "lame can mean crippled and it can mean bad ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "student limped", + "lame excuse" + ], + [ + "limped", + "lame excuse" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_374", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "This ia pun off the term \"live off tips\". If one was to live off tips, it's known to mean that they would basically have very little money. It's being used here because pencil sharpeners give pencils their tips", + "The joke is a pun on the word 'tips'. Pencils are sharpened so their pointed tips are able to write better. Tips can also refer to gratuity money paid by a customer for some service, such as to a waiter or waitress.", + "tips can mean gratuity or it can mean the end of a pencil ", + "Tips are extra wages paid to blue collar service industry workers and a pun on tips that sharpeners give to pencils.", + "This is a pun on the word \"tips\". Pencil sharpeners sharpen pencil tips. Tips can also refer to money you give a service worker for good service, and is usual isn't a lot. The pencil sharpeners have a tough life because the only money they get is from tips." + ], + "Joke keywords": [ + [ + "pencil sharpeners", + "tough life", + "live of tips" + ], + [ + "Pencil sharpeners", + "tough life", + "live off tips" + ], + [ + "Pencil sharpeners", + "they live off tips" + ], + [ + "Pencil sharpeners", + "tips" + ], + [ + "pencil sharpeners", + "tough life", + "live off tips" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_861", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "This is a pun of 'severance pay'. Severance pay is any form of compensation paid by an employer to an employee after employment has ended, in this case one can assume employment will end once the person has died from the guillotine. Severance pay also works because it's impled that the guillotine will sever his head off", + "The joke is a pun on the word 'severence'. Severence pay is given to an employee who is laid off for company business reasons. Guillotines are an execution device that severs the head from the body.", + "severance can mean leaving a job or it can mean getting your head severed ", + "This is a dark joke that barely works. Severence pay is the last payment someone receives from an employer after termination, and it's a play on what guillotines do to people's heads.", + "" + ], + "Joke keywords": [ + [ + "guillotine", + "severance pay" + ], + [ + "I' m going to the guillotine", + "severance pay" + ], + [ + "guillotine", + "severance pay" + ], + [ + "guillotine", + "severence pay" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the phrase 'sweat it out'. 'Sweat it out' is a phrase that typically means to endure an unpleasant experience and wait for it to pass. Saunas are hot steam filled rooms in which people sit and sweat.", + "sweat it out can mean wait or it can literally mean to sweat ", + "Saunas are designed to make people sweat to relax, and \"sweating it out\" means waiting for a tense situation to pass, like waiting for a gunman to search for you somewhere else.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "hid from the gunman in a sauna", + "they could sweat it out" + ], + [ + "sauna", + "sweat it out" + ], + [ + "gunman", + "sauna", + "sweat it out" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1337", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word cornily. To say something in a corny way means to make a bad joke or say something in a 'cheesy' way. The person is talking about corn.", + "", + "If something's corny, that means it's said in an overly sentimental way. Here it's also a play on corn - the food served on a cob.", + "This is a pun on the word \"cornily\". To say something cornily means to say it in a corny manner. \"Cornily\" has the word \"corn\" in it. Corn relates to cobs because cobs are the middle part of an ear of corn. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "cobs", + "said", + "cornily" + ], + [ + "" + ], + [ + "cob", + "cornily" + ], + [ + "cobs", + "cornily" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1798", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "This is a pun on 'composed', which means to have one's feelings under control. But it's also used here since musicians can compose their music ", + "The joke is a pun on the word 'composed'. Musicians compose, or write music. To be 'composed' means to be calm and reserved or respectable.", + "composed can mean to write music or it can mean to ", + "Someone can be composed, or calmly put together, and music that musicians perform is composed.", + "This is a pun on the words \"noteworthy\" and \"composed\". Noteworthy means important, something that people take notice of. Noteworthy has the word \"note\" in it. \"Note\" relates to musicians because musicians play musical notes. Composed means calm, but it can also mean when a song is written. Musicians can play composed songs or compose the songs themselves. " + ], + "Joke keywords": [ + [ + "noteworthy musicians", + "composed" + ], + [ + "musicians", + "composed" + ], + [ + "musicians", + "very composed" + ], + [ + "musicians", + "composed" + ], + [ + "noteworthy musicians", + "composed" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1475", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 4, + 0 + ], + "Natural language explanation": [ + "This is a pin on the phrase \"all hail broke loose\". The more common saying is \"all hell broke loose\" which is used when violent, destructive, and confused activity suddenly begins. However, the \"all hail\" version is used here because people used to hail Ceasar", + "The joke is a pun on the word 'hail'. Caesar was an emperor of Rome. People would 'hail' or salute or pay respect to the emperor. 'Hail' sounds like 'hell' which in the phrase 'all hell broke loose' means that a situation devolved into chaos.", + "", + "This is an historical reference to the Roman senators stabbing Caesar. It was a chaotic event where \"all hell (hail) broke loose\" - a clever play on words because the senators would greet him with \"Hail Caesar!\". This joke relies on outside historical knowledge, but it's very clever.", + "" + ], + "Joke keywords": [ + [ + "Caesar", + "senate", + "all hail broke loose" + ], + [ + "Caesar entered", + "all hail broke loose" + ], + [ + "" + ], + [ + "Caesar", + "Senate", + "hail" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_371", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun off \"tapered off\", which means to gradually decline. It also works here since taper is a type of candle ", + "", + "", + "If business tapered off, that means the number of candle orders gradually decreased. It's also a pun on tapers, or a type of candle.", + "This is a pun on the word \"tapered\". Tapered off means decreased. Tapered off has the word taper in it. A taper is a slender candle. The joke is about a candle factory." + ], + "Joke keywords": [ + [ + "business", + "candle factory", + "tapered off" + ], + [ + "" + ], + [ + "" + ], + [ + "business", + "candle", + "tapered off" + ], + [ + "business", + "candle factory", + "tapered" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_595", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "This is a pun of the phrase \"all downhill from here\" which means that things will now be getting worse now and it's used here ince skiers go downhill", + "The joke is that skiiers ride downhill all the time for the sport. The phrase 'it's all downhill from here' means that this point is the peak of the experience and everything after will not be as good as this moment.", + "downhill can refer to going down a hill or it can mean a decline ", + "This joke is funnier because of the intensity of competition at the Olympics. If someone says \"it's all downhill from here\", it means they're intimidated by what comes next. It's also - wait for it - a pun about downhill skiing: one of the most well-established sports at the winter games.", + "This is a pun on the word \"downhill\". When someone goes to the Olympics, it's probably the best thing that ever happened to them. They are at the highest point in their life, so anything after that decreases in greatness. A common phrase people use to describe this phenomenon is that it's \"all downhill from there\". Downhill is also the direction you go when you ski and the joke is about a skier." + ], + "Joke keywords": [ + [ + "skier", + "olympics", + "all downhill from there" + ], + [ + "skier", + "makes it to the olympics", + "it is all downhill from there" + ], + [ + "skier", + "all downhill from there" + ], + [ + "skier", + "olympics", + "downhill" + ], + [ + "skier", + "olympics", + "downhill" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2037", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "This is a pun on 'immersed' which usually means to involve oneself deeply in a particular activity or interest. However it's other meaning of being submerge in a liquid also works here since swimmers are usually in water", + "I think the joke is a pun on the word 'immersed'. To be immersed in the water would be to submerge one's self in it, or swim in it. To get immersed in work would mean to get deeply involved in it.", + "immersed can mean being submerged in water or it can mean to be absorbed in a task ", + "The swimming instructors are mentally immersed in their work and literally immersed in the water.", + "This is a pun on the word \"immersed\". Swimmers immerse, or cover, themselves in water. When someone is very focused and involved with something, they are said to be immersed with it. This joke is about swimming instructors. " + ], + "Joke keywords": [ + [ + "swimming instructors", + "immersed" + ], + [ + "Swimming instructors", + "immersed in their work" + ], + [ + "Swimming instructors", + "immersed in their work" + ], + [ + "Swimming instructors", + "immersed", + "work" + ], + [ + "swimming instructors", + "immersed" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_924", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "This is a pun on the term 'making cuts', which in this context is used to mean that the saw makers have to fire some employees to save money. The term is also being used here since saws generally make cuts into wood", + "The joke is a pun on the word 'cuts'. Saws cut wood or other materials. 'Making cuts' refers to budget cuts, or smaller spending when faced with financial issues.", + "cuts can refer to cutting wood or cutting the budget ", + "Cuts can refer to budget cuts or literal slices that saw makers make with their tools.", + "This is a pun on the word \"cuts\". Saws make cuts into wood. When a business loses money, they make \"cuts\", which means they get rid of expenses so they can earn more profit. The joke is about people who are in the business of making saws." + ], + "Joke keywords": [ + [ + "saw makers", + "losing money", + "cuts" + ], + [ + "Saw makers", + "losing money", + "lots of cuts" + ], + [ + "Saw makers", + "lots of cuts" + ], + [ + "" + ], + [ + "saw makers", + "losing money", + "cuts" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_654", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "This is a pun on the term 'lose their faculties', which commonly means to become powerless. However, it's also used here since \"faculties\" also means teachers in a school or college", + "", + "faculties can mean staff at a school or it can mean mental prowess ", + "Faculties can refer to staff members on a university faculty or physical faculties like walking and talking.", + "This is a pun on the word \"faculties\". When someone loses their faculties, it means they are mentally or physically declining. When you are dying, you mentally and physically decline. Faculties can also refer to a body of professors at a school. University presidents are in charge of a faculty. This joke is about university presidents." + ], + "Joke keywords": [ + [ + "old university presidents", + "lose their faculties" + ], + [ + "" + ], + [ + "OLD UNIVERSITY PRESIDENTS", + "lose their faculties" + ], + [ + "university presidents", + "die", + "faculties" + ], + [ + "university presidents", + "die", + "lose their faculties" + ] + ], + "Annotator_IDs": [ + 5, + 6, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_310", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "People sometimes refer to unpleasant people as a peach in a sarcastic way. A peach is a fruit, and they are calling the fruit vendor's daughter a peach. ", + "", + "A peach is a fruit. To say someone is a peach is to say that they're attractive. \"The fruit vendor's daughter is a peach\" can be interpreted as the \"fruit vendor's daughter is attractive\" or \"the fruit vendor's daugher is a peach\" in the literal sense.", + "", + "peach is a fruit but also can be used to describe someone " + ], + "Joke keywords": [ + [ + "Fruit vender's daughter", + "what a peach" + ], + [ + "" + ], + [ + "fruit vender", + "daughter", + "peach" + ], + [ + "" + ], + [ + "fruit", + "peach" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1177", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "Clicking is something you do on a computer with a mouse, typically. People use computers at an internet caf. When two people are engaging well with eachother upon first meeting, they might \"click\". ", + "This is a pun on the word click. The phrase \"we didn't click\" means that they didn't get along, but computers also make a clicking noise.", + "An internet caf has a lot of computer with mice that you use to click on objects on computer screens. To click with someone means to share things in common with them. \"We didn't click\" could mean that the two people did not find enough things in common together, or in the literal sense, they did not \"click\" (their mouse). ", + "This is a play on words. The word \"click\" means to connect with someone but \"click\" is also something you do when using a computer mouse at an internet caf.", + "using the internet or a computer you hva e to use the mouse to click on things but used as a meaning of chemistry " + ], + "Joke keywords": [ + [ + "met a girl", + "internet caf", + "didn't click" + ], + [ + "internt", + "caf", + "click" + ], + [ + "girl", + "internet caf", + "click" + ], + [ + "girl", + "internet caf", + "didn't click" + ], + [ + "internet", + "girl", + "click" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1704", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Parmesan cheese is often grated over dishes. ", + "Grated parmesan is a type of cheese, and is referenced in this joke by the phrase gratingly", + "This is play on the word grating, or gratingly. Parmesan is a cheese. Cheese needs to be put through a grater if you want cheese in sprinkles. Gratingly here means in an irritating fashion.", + "This is a play on words. The word \"gratingly\" means said in an annoying way but \"grating\" is also the act of grinding up cheese.", + "you need to use a greater to greate parmesan cheese " + ], + "Joke keywords": [ + [ + "parmesan", + "gratingly" + ], + [ + "parmesan" + ], + [ + "parmesan", + "gratingly" + ], + [ + "Parmesan", + "gratingly" + ], + [ + "parmesan", + "graxtingly" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1567", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "A stride is a long action someone takes during a marathon, whether running or walking. Taking something in stride means to deal with it.", + "", + "To stride is to walk with long decisive steps in a direction. When you run a marathon, you are taking strides in the direction of the finish line. To take something in stride is to be able to go with the flow. This person is going with the flow on the marathon date change.", + "This is a play on words. To take in stride means to take difficult news in a calm way but \"stride\" also refers to a step someone takes while running.", + "marathons you usually run and you need a stride to run and keep it consistant " + ], + "Joke keywords": [ + [ + "data", + "marathon", + "changed", + "took it in stride" + ], + [ + "" + ], + [ + "date", + "marathon", + "stride" + ], + [ + "marathon", + "in stride" + ], + [ + "marathon", + "stride" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_227", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 1, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "A globetrotter is a member of the Harlem Globetrotters, a trick and performance basketball team that uses theatrics, using much skill and balance. Getting around someone in basketball is considered skillful and agile. ", + "", + "", + "", + "globstrotter means to travel and in this case uses to get around to mean the same thing " + ], + "Joke keywords": [ + [ + "Globetrotter's daughter", + "get around" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "globetrotter's", + "get around" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1695", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 3 + ], + "Natural language explanation": [ + "", + "This is a joke because most men stand up to use the bathroom, while \"stand up guy\" usually means someone with a good personality", + "", + "This is a play on words. Being a \"stand-up guy\" means a man of good character but \"stand up\" refers to how men stand up when they pee.", + "guys ususally stand up to use the bathroom" + ], + "Joke keywords": [ + [ + "" + ], + [ + "men's room" + ], + [ + "" + ], + [ + "men' s room", + "stand - up guys" + ], + [ + "men's room", + "stand up guys" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1435", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "Propane is a flammable matter. The word profane, which means vulgar or offensive, is being replaced here with propane. ", + "This is a play on the word \"inflammatory,\" usually meaning violent, but here it also is made to sound like \"inflammable,\" while \"propane,\" which sounds like 'profane,\" is also inflammable", + "Inflammatory talk is talk that can elicit tension. Propane is flammable.", + "", + "propane is a colorless gas inflammatory means to get angry but it isn't that funny " + ], + "Joke keywords": [ + [ + "Inflammatory talk", + "propane language" + ], + [ + "" + ], + [ + "Inflammatory talk", + "propane", + "language" + ], + [ + "" + ], + [ + "inflammatory", + "propane" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1607", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "People go to hospitals when they have been hurt in an accident. The joke is referring to a musician going to the hospital. The musician played too many \"accidentals\". An accidental is a sign ( a sharp, or a flat) that is placed near a note. The joke is playing on the word accident.", + "This is a play on words. An accident could cause someone to get injured/need medical care but an \"accidental\" is a term used in music.", + "when accidents happen you go to the hospital " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "musician", + "hospital", + "accidentals" + ], + [ + "musician", + "hospital", + "accidentals" + ], + [ + "musician", + "hospital", + "accidentals", + "playing" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_390", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 3, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Palm trees grow dates (fruit), while the one tree is asking the other to hang out (a date)", + "The word date can mean to have a romantic time together. A date is also a type of fruit. Dates come from a palm tree. The joke can mean that the two palm trees are enjoying a date (the fruit) together, or a date (a romantic time together). ", + "This is a play on words. A \"date\" means a romantic evening with someone but a \"date\" is also a type of fruit that sometimes grows on palm trees.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "date", + "palm tree" + ], + [ + "palm tree", + "date" + ], + [ + "palm tree", + "date" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1928", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_143", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "Parkay is a popular brand for butter, and parkay floors are a type of flooring. This is a pun", + "", + "This is a play on words. The word \"parkay\" is a type of floor tile but \"parkay\" is also a brand of margarine.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "margarine", + "kitchen", + "Parkay floor" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1076", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "Soot is a debris found in chimney's, and saying something suits someone is saying it works for them well. Santa is known for entering homes through a chimney.", + "", + "Soots sounds like the word \"suits\". It suits santa to go down the chimney, as in he prefers doing so. Soot is the powdery, black stuff left after you get a fire going in the fireplace. ", + "This is a play on words. The word \"soot\" is a dark powder found in chimneys but \"soots\" sounds like \"suits\" which means tailored for someone.", + "soot means black powdery or flaky substance but also sounds like suits " + ], + "Joke keywords": [ + [ + "Santa", + "chimney", + "soots him" + ], + [ + "" + ], + [ + "santa", + "chimney", + "soots" + ], + [ + "Santa", + "chimney", + "soots him" + ], + [ + "a play on words soots sounds like suits but have to know what soots means to find it funny" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_454", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_387", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Kiln time sounds like killin time, which is an expression for just going through the hours for the sake of making time go by. A kiln is a forge that potters use to heat their products in. ", + "For this pun, the word kiln, a tool to help with pottery, is made to sound like the word \"killing\"", + "A kiln is an oven that you cook clay in so it hardens. Kiln sounds like \"killin'\". So here this person's wife is \"killin' time\" making pottery. ", + "This is a play on words. The word \"kiln\" means an oven used in pottery but also sounds like \"killing\" and \"killing time\" means engaging in an aimless activity to make time pass quicker.", + "" + ], + "Joke keywords": [ + [ + "wife", + "pottery", + "kiln time" + ], + [ + "pottery" + ], + [ + "wife", + "pottery", + "kiln" + ], + [ + "pottery", + "kiln time" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1122", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "This is a literal joke that uses the common word hive - as in a bee hive where bees live, or hive bumps or breakout someone might get on their skin after being exposed to a bite or sting.", + "Bees live in hives, but the couch got an allergic reaction known as hives", + "The joke is using both definitions of the word hive/hives. A hive is a place where bees live. Hives refers to welts on the skin caused by an allergic reaction. ", + "This is a play on words. The word \"hives\" refers to a skin rash which can be part of an allergic reaction but \"hives\" also refer to a structure where bees live.", + "hives means scratching or bumps on the skin but in this case its talking about bee hives" + ], + "Joke keywords": [ + [ + "coach", + "stung by a bee", + "hives" + ], + [ + "bee", + "hives", + "coach" + ], + [ + "stung", + "bee", + "hives" + ], + [ + "stung", + "bee", + "hives" + ], + [ + "bee", + "hives" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1168", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "Kids and billies are types of goats, and nanny goats are a turn of phrase. All three words are reference to goats", + "", + "This is a play on words. The terms \"billy\" and \"nanny\" refer to male or female goats and \"kidded\" plays on the fact that baby goats are called kids. The implication seems to be that Tom and his parents are goats.", + "kid is in the word kidded which tom is the kid of his parents " + ], + "Joke keywords": [ + [ + "" + ], + [ + "billy", + "nanny" + ], + [ + "" + ], + [ + "parents", + "Billy", + "Nanny", + "kidded" + ], + [ + "parents", + "kidded" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1545", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "", + "Vacuum cleaners pick up dirt", + "A vacuum cleaner picks up dirt. The text \"picking up nicely\" however, refers to a person recovering in terms of getting their health back.", + "This is a play on words. The phrase \"picking up\" means feeling better after a hospital stay but \"picking up\" refers to how vacuum cleaners (like the one the mate swallowed) are used to pick up debris.", + "vaccums normally pick up things " + ], + "Joke keywords": [ + [ + "" + ], + [ + "vacuum cleaner", + "mate" + ], + [ + "vacuum cleaner", + "hospital" + ], + [ + "swallowed}vacuum cleaner", + "hospital", + "picking up" + ], + [ + "vacuum", + "picking up" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_2222", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "A derringer is a type of gun. This joke plays on \"shot,\" meaning chance, while alluding to \"shot,\" which guns make", + "Derringer is a name. Derringer is also the name of a type of gun. Someone can get shot by a gun. Derringer had one shot at fame, as in one chance at fame.", + "This is a play on words. Derringer is a small handgun. The phrase \"one shot at fame\" means one chance to achieve something but here \"shot\" refers to the gunshot a Derringer can produce.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "derringer", + "shot" + ], + [ + "Derringer", + "shot", + "fame" + ], + [ + "Derringer", + "one shot", + "fame" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_711", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "Cutting words are words that hurt or are profound, maybe hard to hear. Scissors are used to cut things. ", + "Scissors cut, cutting also means jarring", + "Scissors cut. Words can cut. ", + "This is a play on words. The phrase \"cutting words\" means words spoken forcefully but \"cutting\" also refers to scissors cutting paper.", + "words that hurt usually cuts deep and scissors cut " + ], + "Joke keywords": [ + [ + "scissors", + "cutting words" + ], + [ + "scissors" + ], + [ + "scissors", + "cutting", + "words" + ], + [ + "scissors", + "cutting words" + ], + [ + "scissors", + "cutting words" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_876", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "An electrician is someone who works on electrical development within buildings, often instsalling eletrical outlets where someone plugs something into to make that object powered. Plugging away is an expression that means to continue doing something without hesitation. ", + "", + "Electricians work with equipment that involves plugs and cords. \"Plugging away\" means to continue on. \"Plugging away\" can also mean to continue plugging (could be cords since we're talking about an electrician) in.", + "This is a play on words. The phrase \"plugging away\" means to continue on but \"plug\" also refers to electrical outlets that electricians are likely to work on.", + "you need to plug something in for electronics and electrians deals with electronics and lights " + ], + "Joke keywords": [ + [ + "Old electricians", + "never die", + "plugging away" + ], + [ + "" + ], + [ + "electricians", + "plugging away" + ], + [ + "electricians", + "die", + "plugging" + ], + [ + "electricians", + "plugging" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_394", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1479", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "A plot can mean either a small area of land, or a main synopsis or story. A plot is a place where you may start a garden, and in this case, it's also referring to a story about a gardener. ", + "", + "This is a play on the word plot. Plot can mean a piece of land. Plot can also mean a storyline. The joke can mean that the garden was quite small, but it can also mean that the story didn't have much of a storyline.", + "", + "plot might mean plot of land and you need land to have a garden but plots are in books " + ], + "Joke keywords": [ + [ + "novel", + "fellow", + "small garden", + "didn't", + "have plot" + ], + [ + "" + ], + [ + "novel", + "garden", + "plot" + ], + [ + "" + ], + [ + "novel", + "garden", + "plot" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_541", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "I think Phillip is supposed to replace \"fill up\" because they sound similar. At service stations people fill up their cars with gasoline. ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Phillip", + "service station", + "attendant" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_810", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "A population expert might be someone who studies populations and demographics, which is information that is collected by a sensus. Sensus sounds like senses, and when someone loses their senses, it might be from old age.", + "", + "Census sounds like senses. Population experts do not die, they just lose their senses. But it could also, in the literal sense, mean that they lose their census which is a survey of a population. ", + "This is a play on words. The term \"census\" means a survey of the population but sounds like \"senses\" as in the phrase \"lose their senses\".", + "census helps tell you how many people there are and talks about the population " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "old population experts", + "die", + "census" + ], + [ + "POPULATION EXPERTS", + "die", + "census" + ], + [ + "polulation experts", + "census" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1749", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 0, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "An incisor is a type of tooth, and sounds like insider as in insider trading which means giving away company classified secrets to gain advantages in the stock markets or market in general. Insider trading is often very illegal.", + "", + "An incisor is a type of tooth. Incisor sounds like insider. The joke could be understood in two ways. It could be understood that the dentist was convicted of insider trading (like with stocks), or incisor trading (in the literal sense, trading teeth).", + "This a play on words. The word \"incisor\" is a type of tooth but sounds like \"insider\" as in \"insider trading\", a crime that involves trading on the stock exchange.", + "" + ], + "Joke keywords": [ + [ + "dentist", + "convicted", + "incisor trading" + ], + [ + "" + ], + [ + "dentist", + "convicted", + "incisor trading" + ], + [ + "dentist", + "convicted", + "incisor trading" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1251", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "A reversible jacket is a jacket that you can turn inside out, and to see how something turns out means to see how it goes or to see the outcome of it.", + "", + "To turn something out is to reverse something. Turn out also means outcome. They're excited to see the outcome of the reversible jackets.", + "This is a play on words. The phrase \"turn out\" refers to how the jackets will look but \"turn out\" also refers to the jacket literally being turned inside out since it's reversible.", + "resversible jackets you can turn inside out " + ], + "Joke keywords": [ + [ + "reversible jackets8", + "how they turn out" + ], + [ + "" + ], + [ + "reversible jackets", + "turn out" + ], + [ + "reversible jackets", + "turn out" + ], + [ + "reversible", + "jacket", + "turn out" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1036", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "The joke is playing in the double meaning of project. You can play a movie on a projector. To project is to clearly and loudly say something.", + "This is a play on words. The word \"projected\" refers to Tom's manner of speaking but \"projected\" also refers to how movies are shown in theaters using projectors. ", + "movies were shown on projectors " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "movie", + "popular", + "projected" + ], + [ + "movie", + "popular", + "projected" + ], + [ + "movie", + "projected" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1697", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "A contact has two meanings here: a personal contact, which is someone you know professionally, or an eye contact, which is something you put in your eyes to help see. ", + "The doctor couldn't move because he didn't have enough contacts (connections), alluding to the word \"contacts,\" a type of lense that optometrists provide to patients.", + "Contacts can mean lenses you can put in your eye. Contacts can also mean the list of people that you can reach out to.", + "This is a play on words. The word \"contacts\" means people you know who can help you get jobs but \"contacts\" also means contact lenses which an eye doctor would specialize in.", + "eye doctors makes contacts for people but in this case is used as contact for people " + ], + "Joke keywords": [ + [ + "eye doctor", + "re - locate", + "job", + "contacts" + ], + [ + "eye doctor", + "contacts" + ], + [ + "eye doctor", + "re - locate", + "contacts" + ], + [ + "eye doctor", + "job", + "contacts" + ], + [ + "eye doctor", + "relocate", + "contacts" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1848", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "A photographer is someone who takes pictures professionally, and being out of the picture means to not be involved in something.", + "", + "Photographers take pictures. Out of the picture means not around, or not seen. ", + "This is a play on words. To be \"out of the picture\" means to be irrelevant but here \"out of the picture\" means not being in a photograph.", + "photographers takes photos " + ], + "Joke keywords": [ + [ + "Old photographers", + "never die", + "out of the picture" + ], + [ + "" + ], + [ + "old photographers", + "picture" + ], + [ + "photographers", + "die", + "out of the picture" + ], + [ + "photographers", + "out of the picture" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1216", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "Chic is a word to describe something as fashionable or elegant. Tongue in cheek is a common phrase used to describe something that is insincere. ", + "", + "Chic sounds like cheek. \"Tongue in cheek\" means to say something with insincerity/flippantly. Fashion designs are flippant.", + "This is a play on words. The phrase \"tongue in cheek\" means in an ironic way but \"cheek\" sounds like \"chic\" which means stylishly fashionable.", + "tongue and chic is a phrase used in fashion " + ], + "Joke keywords": [ + [ + "Modern fashion", + "tongue in chic" + ], + [ + "" + ], + [ + "modern fashion", + "tongue", + "chic" + ], + [ + "fashion", + "tongue in chic" + ], + [ + "fashion", + "tongue and chic" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1704", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "", + "This is a pun, since the end of the hook (point) is also the moment when a fish is caught", + "The \"point of no return\" is a common phrase meaning it's a place or point of time where you can't go back. A barbed hook has a point at the end of it. They mean point in the figurative sense and point in the literal sense.", + "This is a play on words. The phrase \"point of no return\" means point after which you can no longer turn back. But fishhooks have a literal point, a sharp pointy end. This joke references how when a fish bites a hook it's the point of no return, because they can't turn back but also the point of no return because the fishhook has a literal point, or sharp pointed end.", + "hooks are pointy " + ], + "Joke keywords": [ + [ + "" + ], + [ + "fish", + "hook" + ], + [ + "fish", + "barbed hook", + "point", + "no return" + ], + [ + "fish", + "hook", + "\" point \" of no return" + ], + [ + "fish", + "point", + "no return" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_278", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_112", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Rogaine is a hair regrowth product, and it sounds like regain.", + "While rogaine is a popular male hair loss solution, it is used here to sound like \"regain,\" stating the main is gaining confidence using this item", + "Rogain is a cream that encourages hair growth. Rogain sounds like the word regain. The person wants to regain his confidence through rogaine.", + "This is a play on words. The word \"Rogaine\" is a brand of medication to treat baldness but also sounds like \"regain\" meaning to get back confidence.", + "rogaine sounds like regain but also is a hair growing brand " + ], + "Joke keywords": [ + [ + "bald man", + "hair transplant", + "rogaine", + "looking younger" + ], + [ + "bald", + "hair transplant" + ], + [ + "bald", + "hair transplant", + "rogaine", + "confidence" + ], + [ + "bald", + "hair transplant", + "rogaine his confidence" + ], + [ + "hair transplant", + "rogaine" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_100", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A tennis racket is the tool used in tennis, and a racket means something that is too loud. Construction often causes a racket as it's loud and noisy. ", + "Racket has a double meaning in this joke. Since racket is the name of the instrument used in tennis, it is also being used to mean noise, causing the joker to complain", + "A racket is a type of bat with an oval frame, something tennis players use. Racket can also mean noise. Construction on the tennis court would cause too much racket (noise), and rackets (tennis rackets) are found on tennis courts.", + "This is a play on words. The word \"racket\" means an annoying noise but \"racket\" is also an instrument used in the sport of tennis.", + "rackets are used in tennis " + ], + "Joke keywords": [ + [ + "against", + "construction", + "tennis courts", + "too much racket" + ], + [ + "tennis", + "racket" + ], + [ + "construction", + "tennis courts", + "park", + "racket" + ], + [ + "construction", + "tennis courts", + "racket" + ], + [ + "tennis courts", + "rackets", + "construction" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_593", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "A opposable finger or thumb means it is able to clench or grab and is separated from the main area of a hand, and opposed in this case can also mean to disagree or think differently to a situation. ", + "Thumbs and forefingers are opposable. This joke is saying that they also voted against", + "Opposed means to be in disagreement of. Opposed also means to be across from. The thumb and forefinger are anatomically opposed, but can also mean that they are in argument (while the three fingers were willing to cooperate).", + "This is a play on words. The word \"opposed\" means against the idea of something but \"opposable\" is a term meaning digits/thumbs that allow primates to grasp objects.", + "" + ], + "Joke keywords": [ + [ + "Three fingers", + "willing to cooperate", + "thumb", + "forefinger", + "opposed" + ], + [ + "fingers", + "thumbs" + ], + [ + "thumb", + "forefinger", + "opposed" + ], + [ + "Three fingers", + "cooperate", + "thumb and forefinger", + "opposed" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1197", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A goalie is also referred to as a keeper or goal keeper. When someone is a keeper, It means they are a more than decent person and worthy of someone elses time in a relationship or romantic situation.", + "Goalies are also known as goal keepers", + "A goalie is someone that defends and protects a goal. Another name for a goalie is a keeper. When someone is a keeper, they're a goalie, but it can also mean someone who you can commit to. ", + "This is a play on words. The word \"keeper\" means someone you want to keep being in a relationship with but \"keeper\" also is another term for a goalie in sports.", + "goalies in scoccer are considered goalkeepers" + ], + "Joke keywords": [ + [ + "dating the goalie", + "real keeper" + ], + [ + "goalie" + ], + [ + "dating", + "goalie", + "keeper" + ], + [ + "dating", + "goalie", + "real keeper" + ], + [ + "goalie", + "keeper" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1045", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "To expectorate is to cough. The new cough medicine made the jokester cough", + "Expectorate sounds like \"expect\". Expectorate means to cough up phlegm. Cough syrup can make you cough up phlegm, but at the same time someone still might not know what to expect. ", + "This is a play on words. The word \"expect\" means to anticipate but also sounds like \"expectorate\" which means to cough or spit out, as one would do after drinking too much cough syrup.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "cough syrup" + ], + [ + "cough syrup", + "no idea", + "expectorate" + ], + [ + "tried", + "cough syrup", + "what to expectorate" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_888", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "A math professor often writes numbers on a chalkboard if using one, and doing a number on something means to go all in on something, usually in a harmful way. ", + "To \"do a number\" on something means to mess it up, and math has to do with numbers", + "Math is an area of knowledge that involves numbers. To \"do a number\" on something means to attack with intensity. The joke is a play on the word number.", + "This is a play on words. The phrase \"do a number on\" means to damage or attack something. But here \"do a number\" refers to the math professor literally writing numbers on the chalkboard since he teaches math.", + "math professors deal with numbers " + ], + "Joke keywords": [ + [ + "math professor", + "went crazy", + "chalkboard", + "did a number" + ], + [ + "math", + "number" + ], + [ + "math", + "professor", + "crazy", + "number" + ], + [ + "math professor", + "blackboard", + "did a number" + ], + [ + "math", + "professor", + "number on it" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1504", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 3, + 4 + ], + "Natural language explanation": [ + "", + "", + "A virtue is an act of goodness. Tarragon of Virtue is a type of herb. The writer is personifying the herb, and since it has the word \"virtue\" in it, making it sound like a integrous being. ", + "This is a play on words. The phrase \"paragon of virtue\" means a perfect example but \"paragon\" sounds like \"taragon\" which is a type of herb.", + "tarragon is a type of herb " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "herb", + "charity", + "Tarragon of Virtue" + ], + [ + "herb", + "great guy", + "Tarragon Of Virtue" + ], + [ + "herb", + "tarragon" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1432", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "Alligators and crocodiles are very similar animals. Croc also means a lie", + "When someone says \"that's a croc\" it means \"that's a lie!\". Croc is also short for crocodile. An alligator and a crocodile are similar looking, but are not the same. \"That's a croc!\" is used in the literal sense, as in what the person is looking at is a crocodile. But, it can also mean \"that's a lie!\".", + "", + "croc sounds like crock " + ], + "Joke keywords": [ + [ + "" + ], + [ + "alligator", + "croc" + ], + [ + "alligator", + "that's a croc" + ], + [ + "" + ], + [ + "alligator", + "croc" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_554", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "", + "", + "To look at something in the wrong fashion means to see something in the wrong point of view. Fashion relates to a way of dressing that is popular for a designated period of time. Here, to \"change clothes\" means to change the point of view of something. The joke is a play on clothes and fashion. ", + "This is a play on words. To \"look at something in the wrong fashion\" means to view from the wrong perspective but fashion also refers to the clothes someone wears, which is why the speaker changed their clothes so they could stop \"looking at the situation in the wrong fashion\".", + "fashion has to deal with clothes but is used as not agreeing with the truth or facts " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "blind", + "fashion", + "clothes" + ], + [ + "look at the situation", + "wrong fashion", + "changed my clothes" + ], + [ + "wrong fashion", + "clothes" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_550", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "", + "Mammoths are prehistoric animals", + "A mammoth is an animal that went extinct. Mammoth also means large. ", + "This is a play on words. A \"mammoth\" undertaking means a difficult or complicated task but a \"mammoth\" is also a prehistoric mammal.", + "a mammoth is a prehistoric mammal " + ], + "Joke keywords": [ + [ + "" + ], + [ + "mammoth", + "skeletons" + ], + [ + "skeletons", + "prehistoric", + "mammoth" + ], + [ + "Reassembling", + "prehistoric mammals", + "mammoth undertaking" + ], + [ + "prehistoric", + "mammals", + "mammoth" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1276", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 1, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "This pun is replacing the word worse with verse when talking about a poet's daughter. A verse is a fragment within a poem. ", + "", + "A verse is a collection of lines in a poem. Verse also sounds like \"worse\". \"I've seen verse\" sounds like \"I've seen worse\" regarding the poet's daughter.", + "", + "" + ], + "Joke keywords": [ + [ + "Poet's daughter", + "verse" + ], + [ + "" + ], + [ + "poet", + "daughter", + "verse" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_572", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Having a full plate means to be busy and have a lot going on, and as a chef, you cook food and plate them for guests - which is considered a busy and fast-paced profession.", + "Having a full plate means to have your hands full. A chef would serve plates of food.", + "To have \"a full plate\" means to be very busy, or to have a full schedule. The person they're referring to has two jobs. One of those jobs is being a chef. A chef is constantly creating dishes and putting them on plates. ", + "This is a play on words. The term \"full plate\" means a busy schedule but \"full plate\" also means a flat dish ful of food. The chef's plate is full due to being busy but also due to her job being to put food on plates.", + "plates are used by chefs to plates their food but also means a lot on their hands " + ], + "Joke keywords": [ + [ + "two different jobs", + "chef", + "full plate" + ], + [ + "chef" + ], + [ + "jobs", + "chef", + "a full plate" + ], + [ + "two different jobs", + "chef", + "full plate" + ], + [ + "chef", + "full plate" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_581", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "A meteorologist is someone who studies weather, and the phrase under the weather means to feel sick or ill, not healthy. Instead of dying, they just get under the weather.", + "", + "To be \"under the weather\" means to feel ill. A meteorologist is a weather forecaster. This joke can be understood in the literal sense, or the figurative sense. ", + "This is a play on words. To be \"under the weather\" means to be sick. However, here \"under the weather\" means relating to weather, which is what meteorologists study.", + "meteorologist deals with weather and in this case is used as being sick " + ], + "Joke keywords": [ + [ + "OLD METEOROLOGISTS", + "never die", + "under the weather" + ], + [ + "" + ], + [ + "meteorologists", + "under the weather" + ], + [ + "METEOROLOGISTS", + "die", + "under the weather" + ], + [ + "meteorologist", + "under the weather" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_219", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "A baker is someone who uses dough to make bread products, and dough is a common slang for money.", + "", + "", + "This is a play on words. The phrase \"making lots of dough\" means making a lot of money. However, here \"making dough\" means literally making dough, as a baker would.", + "dough is another term used when talking about money " + ], + "Joke keywords": [ + [ + "Old bakers", + "never die", + "dough" + ], + [ + "" + ], + [ + "" + ], + [ + "bakers", + "die", + "making", + "dough" + ], + [ + "bakers", + "lot of dough" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1690", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "Eon sounds like \"neon\". So \"eon lights\" is supposed to sound like \"neon lights\". An archaeologist is someone who makes discoveries in human history through digging up artifacts, possibly using neon lights. An eon also means a long period of time, which relates to an archaeologist making discoveries on things that happened over a long expanse of time. ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Archaeologists", + "eon", + "lights" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_654", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_269", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "This pun is a play on ropes and the phrase tieing something in, which means to include or bring into. ", + "Ropes are often tied", + "A rope factory is where ropes are made, and ropes can tie things. Tieing something into your empire could mean to include into your empire.", + "", + "you can tie a knot with a rope but also means to hold on to something " + ], + "Joke keywords": [ + [ + "bought", + "rope factory", + "tie into", + "empire" + ], + [ + "rope" + ], + [ + "bought", + "rope factory", + "tie", + "empire" + ], + [ + "" + ], + [ + "rope", + "tie" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_852", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "A massage involves a licensed professional touching your body in areas of muscle to relax them. A nice touch is a common phrase used to comment on the quality of something extra. ", + "Spas provide massages, which involve physical touch, while the joke means it was also a nice addition", + "A massage involves physical touch to the body. Something with a nice touch means it has a nice quality to it.", + "", + "touching is involed when you have to massage someone" + ], + "Joke keywords": [ + [ + "massage", + "spa treatment", + "nice touch" + ], + [ + "spa", + "massage" + ], + [ + "massage", + "spa treatment", + "nice touch" + ], + [ + "" + ], + [ + "massage", + "spa", + "touch" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1676", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The name Barry sounds like the word bury. An undertaker is a person who's job is to prepare a body for burial or cremation along with other funeral preperations.", + "This is a pun on the name \"Barry\". The name sounds similar to the word 'bury', which means to \"put or hide underground' and undertakers bury the dead. ", + "Get it? Because Barry is a male name and a play on burying bodies, which is what undertakers do??? What a funny joke", + "This is a pun on \"Barry\". \"Barry\" sounds like \"bury\" An undertaker's job is to prepare dead bodies to be buried." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Barry", + "undertaker" + ], + [ + "Barry", + "undertaker" + ], + [ + "Barry", + "undertaker" + ], + [ + "Barry", + "undertaker" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_459", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'patiently'. Tom is waiting at a hospital to be a patient for the doctor. Being patient also means being fine with waiting.", + "This is a pun on 'patiently'. Doctors have patients, and tom was speaking 'patiently' meaning speaking without becoming anxious", + "To wait for something patiently means without complaint or annoyance and it's a pun on patient, which is a person that sees a doctor.", + "This is a pun on \"patiently\". Patiently has the word \"patient\" in it. A patient is the person a doctor takes care of. Tom is waiting to see the doctor, so he is a patient who is waiting patiently." + ], + "Joke keywords": [ + [ + "" + ], + [ + "waiting", + "doctor", + "patiently" + ], + [ + "doctor", + "patiently" + ], + [ + "waiting", + "doctor", + "patiently" + ], + [ + "doctor", + "patiently" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_871", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "mane sounds like main ", + "The joke is a pun on the word 'mane'. Lions have manes of hair around their head. 'Main' is a word meaning the central or primary part of something.", + "This is a pun on \"mane\". 'Mane' is the hair of a lion, but it sounds similair to 'main' which means \"chief of size or importance\", which in this case means only worry about the important detaisl in life", + "Yet another pun! A mane is a lion's head of hair and it's a play on 'the main thing', or the lion's primary concern.", + "This is a pun on \"mane\". The joke is saying that lions only worry about the main thing, as in the thing as a whole, or the most important part. Main is spelled like \"mane\" because male lions have manes, which are tufts of fur around their head and neck." + ], + "Joke keywords": [ + [ + "Lions", + "worry", + "just the mane thing" + ], + [ + "Lions", + "don' t", + "worry", + "every little detail", + "mane thing" + ], + [ + "Lions", + "worry", + "detail", + "mane thing" + ], + [ + "Lions", + "little detail", + "mane thing" + ], + [ + "lions", + "detail", + "mane" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_599", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "you can kick a soccer ball and a habit ", + "The joke is a pun on the word 'kick'. In soccer, the ball is kicked around the field. Kicking a habit means to stop doing a habitual thing.", + "This ia pun on the phrase 'kicking the habit' which means to stop participating in a habit. The saying is used here because in soccer you do a lot of kicking", + "kicking the habit' means trying to quit doing something and it's a nod to the kicks players make in soccer.", + "This is a pun on \"kicking the habit\". Kicking the habit means to stop doing something you have difficulty controlling, like an addiction. It has the word \"kicking\" in it, which is what you do in soccer. The person needing to kick the habit is someone who plays soccer too much." + ], + "Joke keywords": [ + [ + "addicted to soccer", + "kicking the habit" + ], + [ + "addicted to soccer", + "kicking the habit" + ], + [ + "addicted", + "soccer", + "kicking the habit" + ], + [ + "addicted", + "soccer", + "kicking the habit" + ], + [ + "addicted to soccer", + "kicking the habit" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1310", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "skeleton idea can be an undeveloped idea or it can mean literal skeletons ", + "The joke is a pun on the word skeleton. A skeleton idea is a framework or first draft of an idea. Skeletons are associated with graveyards and the dead in general.", + "This is a pun on 'skeleton idea', which means to have a bare bones general idea of what you want to do. But it's also being used here because skeletons go in graveyards", + "A skeleton idea is a basic outline of a plan and (wait for it) it's a pun on the skeletons that lie in graveyards.", + "This is a pun on \"skeleton\". To plan a graveyard you need to first have an idea of the basic structure of it, with only the essential parts. They call it a skeleton idea because skeletons are the basic structure of the human body, and graveyards have lots of skeletons." + ], + "Joke keywords": [ + [ + "graveyard", + "skeleton idea" + ], + [ + "To plan a graveyard", + "skeleton idea" + ], + [ + "graveyard", + "skeleton idea", + "plan" + ], + [ + "graveyard", + "skeleton idea", + "detailed plan" + ], + [ + "graveyard", + "skeleton" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1180", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "whining sounds like wineing ", + "", + "", + "I can understand her choice! 'whining and dining' is a play on 'wining and dining', or what someone does when they're trying to impress someone else. Whining, however, is not as fun to listen to as wine is to drink.", + "This is a pun on \"whining\". Dating is sometimes referred to as \"wining and dining\". They changed the spelling to \"whining\" because the guy did something on their dates that got tiresome to her, making the dates lousy and causing her to dump him. That something could be whining. No one wants to be around someone who whines all the time. " + ], + "Joke keywords": [ + [ + "lousy dates", + "whining and dining" + ], + [ + "" + ], + [ + "" + ], + [ + "lousy dates", + "whining and dining" + ], + [ + "lousy dates", + "whining and dining" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_904", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "This is a pun on the name 'Belle', which sounds just like the word 'bell' and it's used here because 'carillon' is a set of bells in a tower", + "This joke relies on outside knowledge that a carillon is an instrument containing rows of bells. It's a cheap pun on Belle as a female name.", + "This is a pun on \"Belle\". Belle sounds like bell. A carillon is an instrument consisting of bells." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Belle", + "carillon" + ], + [ + "Belle", + "carillon" + ], + [ + "Belle", + "carillon" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1812", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "sucked in can mean to become absorbed in something or it can literally mean to be sucked into the vaccum ", + "", + "This is a joke because it's implying that instead of dying, eventually vacuum cleaner salesmen get immersed, or sucked into, their job. And vaccum cleaners suck things", + "The pun doesn't work. Getting sucked in could mean getting absorbed in your job or refer to the sucking done by vacuum cleaners.", + "This is a pun on \"to get sucked in\". This joke is about vacuum cleaner salesmen who get \"sucked in\", meaning they are drawn into something and can't get away from it. It's kind of like death in a way because you are involuntarily taken by it and you cannot come back. They chose the words \"sucked in\" because that is also what happens to dust and debris when you use a vacuum cleaner. " + ], + "Joke keywords": [ + [ + "VACUUM CLEANER SALESMEN", + "sucked in" + ], + [ + "" + ], + [ + "Vacuum clenaer salesmen", + "sucked in" + ], + [ + "vacuum cleaner", + "sucked in" + ], + [ + "vacuum cleaner salesmen", + "die", + "sucked in" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1849", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "blow over can mean for people to get past an event or it can literally mean blowing wind ", + "The joke is a pun on the word blow. Wind blows. For something to blow over, means for it to pass.", + "This is a joke because they're implying that arguments about weather are so inconsequential that they'll eventually end, or 'blow over', but is also works since weather blows things over ", + "If something blows over, it means that people stopped caring about it. It's also a play on winds that are predicted by weathermen", + "This is a pun on \"blow over\". Arguments that fade away are said to \"blow over\". \"Blow over\" is related to weather in that windy weather blows over things in strong gusts of air." + ], + "Joke keywords": [ + [ + "weather", + "blow over" + ], + [ + "Arguments", + "weather", + "blow over" + ], + [ + "arguments", + "weather", + "blow over" + ], + [ + "Arguments", + "weather", + "blow over" + ], + [ + "arguments about the weather", + "blow over" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1237", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "redress sounds like address ", + "The joke is that the word 'redress' sounds like 'address'. Addressing a problem means to handle it, or fix it. Redressing means to dress again.", + "This is a pun on 'redress'. It's being used here in place of 'address' because it sounds similar and the staff eventually had to re-dress the mannequins", + "To redress a problem means to deal with it. It's also a pun(!) on putting clothes back on mannequins, or re-dressing them.", + "This is a pun on \"redress\". To redress a problem is to fix it. The staff has to redress the problem of clothes falling off the mannequins by dressing them again, or \"re-dressing\" them." + ], + "Joke keywords": [ + [ + "" + ], + [ + "clothes", + "falling off", + "mannequins", + "redress the problem" + ], + [ + "clothes", + "falling off", + "redress the problem" + ], + [ + "clothes", + "mannequins", + "redress" + ], + [ + "clothes", + "falling off", + "mannequins", + "redress" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_799", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 2, + 2 + ], + "Natural language explanation": [ + "towels literally dry thing and a dry sense of humor is is a deliberate display of emotional neutrality ", + "The joke is a pun on the word 'dry'. Towels dry off something by soaking up the moisture. A dry sense of humor means to be saying humorous things in a very serious and calm manner.", + "This is a joke because towels are used to dry things off, so it would only make sense that their sense of humor would also be dry", + "Another pun- 'dry' is a form of comedy and towels are meant to dry things off.", + "This is a pun on \"dry\". Dry humor is a type of humor in which the person telling the joke shows no emotion. The word \"dry\" means to make something not wet. The purpose of a towel is to wipe off water to make something dry. " + ], + "Joke keywords": [ + [ + "towels", + "jokes", + "dry sense of humor" + ], + [ + "towels", + "jokes", + "dry sense of humor" + ], + [ + "towels", + "dry sense of humor" + ], + [ + "towels", + "jokes", + "dry", + "humor" + ], + [ + "towels", + "jokes", + "dry sense of humor" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1179", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "scale can mean the sizing or it can mean to climb over ", + "", + "This is a pun on 'scale'. Here it's being used to mean \"a ratio of size in a map, model, drawing, or plan\", but 'scales' other meaning means to climb over as like people who escape prison usuaully have to do.", + "built to scale' means a wall was built in proportion to the rest of the room. It's also a winking acknowledgment that prisoners might try to scale, or climb, the wall to escape.", + "This is a pun on \"scale\". Building something \"to scale\" is when you build a larger structure based on a model or plan using the same proportions. Scale means to climb over something like a wall. Prison walls are made to not be climbed over so as to keep the prisoners inside. " + ], + "Joke keywords": [ + [ + "Prison walls", + "scale" + ], + [ + "" + ], + [ + "prison walls", + "scale" + ], + [ + "Prison walls", + "scale" + ], + [ + "prison walls", + "built to scale" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1101", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "A warship is a military water craft and it's a pun on worship, or a religious practice.", + "This is a pun on \"warship\". The soldiers on the sea are in a warship. Warship sounds like worship. There is a chaplain with them, a member of the clergy who ministers to a group outside of church. The chaplain leads them to worship God." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "chaplain", + "sea", + "warship" + ], + [ + "chaplain", + "soldiers", + "warship" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_930", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "beet sounds like beat and beets are sweet ", + "", + "This is a pun on 'beet', which in this context is referring to the vegtable beets which can produce sugar but it also sounds like 'beat' which would mean in this context that cane sugar is better than beet sugar", + "Pun time! Cane sugar is harvested from beets, and it's a play on 'can't be beat', meaning that it's the top choice for types of sugar.", + "This is a pun on \"beet\". The joke says that cane sugar can't be beat, which means that nothing can be better than cane sugar. The beat part is spelled like beet in reference to beet sugar. Cane sugar can't be \"beet\" because cane sugar and beet sugar are two different things. " + ], + "Joke keywords": [ + [ + "sugar", + "beet" + ], + [ + "" + ], + [ + "cane sugar", + "beet" + ], + [ + "Cane sugar", + "beet" + ], + [ + "cane sugar", + "can't be beet" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1346", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "", + "This is a joke because the man's name is Rusty, and rust is something that can happen to the undercarriage of cars", + "Rusty is a male name and undercoating cars prevents rust from forming on them.", + "This is a pun on \"Rusty\". When you undercoat a car, it helps to prevent the underside of your car from getting rusty. The guy who undercoats the cars in this joke is named Rusty. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Rusty", + "undercoat cars" + ], + [ + "Rusty", + "undercoat", + "cars" + ], + [ + "Rusty", + "undercoat cars" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1242", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "something that screams has yet to be butchered ", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "screams", + "not food, yet . . . ." + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1113", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "wurst sounds like worst ", + "The joke is a pun on the word 'wurst'. Wurst is a German word for sausage. 'Taking a turn for the worst' means to have a change that is bad, or to have a worsened condition. This is also a reformat of a general joke layout, \"Old X never die, they just Y\".", + "this is a pun on the phrase \"taking a turn for the worst\", which means a situation thats getting worse, however 'wurst' is used here because it sounds similar and it is also a type of german sausage", + "When are these jokes going to die? It's another 'die' joke where the pun doesn't work. Wurst is a type of sausage and 'taking a turn for the worse' means that someone's health declined.", + "This is a pun on \"wurst\". The sausage makers take a turn for the worst. Worst sounds like wurst. Wurst is a type of sausage. " + ], + "Joke keywords": [ + [ + "SAUSAGE MAKERS", + "wurst" + ], + [ + "SAUSAGE MAKERS", + "die", + "take a turn for the wurst" + ], + [ + "sausage makers", + "turn for", + "the wurst" + ], + [ + "sausage makers", + "die", + "wurst" + ], + [ + "sausage makers", + "die", + "wurst" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_510", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "heir sounds like hair ", + "The joke is a pun on the word 'heir'. The prodigal son is a story about an heir to a family or throne. The word sounds like hair, so it sounds like he was having a bad hair day.", + "", + "The joke relies on an understanding of the word 'prodigal'. 'bad heir day' is a play on 'bad hair day', or a day when seemingly every little thing goes wrong. An heir is a descendant, usually male, who is poised to inherit something from their parent(s).", + "This is a pun on \"heir\". The prodigal son was having a bad hair day. Hair sounds like heir. An heir is a person who has the legal right to the rank or property of someone who has died. The prodigal son is from a bible story about a son who inherits his father's fortune and wastes it all. Thus, he was a \"bad heir\"." + ], + "Joke keywords": [ + [ + "prodigal son", + "bad heir day" + ], + [ + "prodigal son", + "bad heir day" + ], + [ + "" + ], + [ + "prodigal son", + "heir", + "day" + ], + [ + "prodigal son", + "bad heir day" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1421", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word state. State can mean a governed area, or it can mean the physical status of something. It sounds like the person speaking was saying her physical appearance was something amazing.", + "This is a joke because Governors preside over their given state, but here, 'what a state she was in' is referring to what condition she's in", + "Another joke where the pun doesn't work. Governors govern states, and the joke implies that the daughter was in a heightened emotional state.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Governor' s daughter", + "state she was in" + ], + [ + "governor's", + "daughter", + "state she was in" + ], + [ + "Governor's daughter", + "state" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1044", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "struck can mean an idea came or it can mean struck by lightning ", + "The joke is a pun on the word struck. Lightning strikes, meaning it hits something. Being struck, can also mean suddenly having an idea.", + "This is a pun on the phrase \"struck me\", which usually means when you finally undersand something. It's being used here because lightning can literally strike you too", + "A thought can 'strike' a person in a brilliant moment of clarity, much like lightning strikes a target.", + "This is a pun on \"struck\". Lighting strikes, and when someone has a revelation, they say it \"struck\" them." + ], + "Joke keywords": [ + [ + "lightning", + "struck" + ], + [ + "struggling", + "how lightning works", + "it struck me" + ], + [ + "lightning", + "works", + "struck me" + ], + [ + "lightning", + "works", + "struck" + ], + [ + "lightning", + "struck" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1995", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "houded sounds like hound ", + "The joke is a pun on the word hound. A hound is a dog. To hound someone is to pester someone with a question until they give what is wanted.", + "This is a pun on 'hounded', which means to consistently ask someone about something. It's used here because a hound dog is a type of dog.", + "To hound someone is to give them a hard time about something, and a hound is a species of dog.", + "This is a pun on \"hounded\". The wife hounded, or nagged, this person about the puppy. Hounded has the word hound in it. A hound is a type of dog or puppy. " + ], + "Joke keywords": [ + [ + "hounded me", + "getting a puppy" + ], + [ + "wife hounded me", + "puppy" + ], + [ + "hounded", + "puppy" + ], + [ + "hounded", + "puppy" + ], + [ + "hounded", + "puppy" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1581", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_543", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "late can mean dead or it can mean not on time ", + "The joke is a pun on the word 'late'. When someone is deceased, they are sometimes refered to as 'the late' followed by their name. Late also means to be tardy.", + "This is a pun on the word 'late', which usually means not on time, but it can also mean 'former' which you would consider a professor if he passed on ", + "This joke is too wordy to work. Late can mean 'tardy' and 'dead'. In this case the professor was both.", + "This is a pun on \"late\". They were called the late professor Brown because of their tardiness as well as the fact that they were dead. You use the word \"late\" to refer to a deceased person. " + ], + "Joke keywords": [ + [ + "never on time", + "died", + "late" + ], + [ + "professor", + "never on time", + "died", + "the late professor Brown" + ], + [ + "old professor", + "on time died", + "late professor" + ], + [ + "professor", + "on time", + "died", + "late" + ], + [ + "never on time", + "died", + "late" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_239", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "pi sounds like pie ", + "The joke is a pun on the word 'pi'. Pi is a number used in calculated radius and circumference of spheres and circles. Pi sounds like 'pie' which is a dessert food that can be made with all kinds of flavors such as pumpkin.", + "This is a pun on 'pi', which is the \"ratio of a circle's circumference to its diameter\", so that's why they specify 'spherical', and they're alluding to 'pumpkin pie'", + "Anyone who has had pie on pi day will appreciate this one. It's a pun on pi - a geometric term used to calculate circular/spherical measurements, versus pie - a kind of circular dessert.", + "This is a pun on \"pi\". Pumpkins are used to make pies. Pi is a number used to calculate the area of a circle. The pumkin is perfectly spherical, like a circle." + ], + "Joke keywords": [ + [ + "spherical pumpkin", + "good pi" + ], + [ + "spherical", + "pumpkin", + "makes good pi" + ], + [ + "spherical", + "pumpkin", + "pi" + ], + [ + "spherical", + "pumpkin", + "pi" + ], + [ + "perfectly spherical pumpkin", + "pi" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1745", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'hue' . A hue is a shade or tone of a color. The person's name is 'Hugh' which sounds the same as 'hue' and they are a painter.", + "", + "Hugh is a male name and a play on hue, or shades of color that painters work with.", + "This is a pun on \"Hugh\". A painter uses various hues of color to make their painting. It is a funny coincidence, then, that a painter would have a name that sounds like the word hue." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Hugh", + "painter" + ], + [ + "" + ], + [ + "Hugh", + "painter" + ], + [ + "Hugh", + "painter" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1147", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun. Fish have gills for breathing in water and the fisherman's name is Gil.", + "", + "Gil is a male name and a play on gills, or what fish use to breathe underwater.", + "This is a pun on \"Gil\". A fisherman catches fish and fish have gills. It is a funny coincidence, then, that a fisherman would have a name that sounds like gill." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Gil", + "fisherman" + ], + [ + "" + ], + [ + "Gil", + "fisherman" + ], + [ + "Gil", + "fisherman" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1177", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "rhyme sounds like crime ", + "The phrase should be 'the punishment should fit the crime' but since the person is a poet, and poetry often rhymes, it was changed to 'the punishment should fit the rhyme'.", + "This is a pun on 'rhyme'. The common saying is \"punisment should fit the crime' meaning you should be punished in relation to the crime that was committed. Although 'rhyme' is used here because it rhymes with crime and sometimes poets rhyme", + "Poets write/speak in rhymes, and it's a play on 'fit the crime', meaning that his punishment would be in proportion to the severity of the poor rhyming.", + "This is a pun on \"rhyme\". They were trying to say that the judge thought the punishment should fit the crime, but because poets make rhymes, and rhyme rhymes with crime, they replaced the word crime with rhyme." + ], + "Joke keywords": [ + [ + "bad poet", + "judge", + "rhyme" + ], + [ + "bad poet", + "judge", + "the punishment should fit the rhyme" + ], + [ + "bad poet", + "judge", + "rhyme" + ], + [ + "bad poet", + "judge", + "punishment", + "rhyme" + ], + [ + "poet", + "judge", + "rhyme" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_835", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1428", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "greeter sounds like greater ", + "The joke is a pun on the word 'greeter'. Instead of saying 'I could not imagine a greater job' they used the word greeter, since wal-mart has greeters at the front doors.", + "", + "There are employees at Wal-Mart that greet people at the door for a living, and it's a play on greater, meaning that this person wants to hand out carts more than any other job.", + "This is a pun on \"greeter\". They cannot imagine a greater job. Because greater sounds like greeter, and the person is handing out carts at Wal-Mart like a greeter would do, they replaced the word greater with greeter." + ], + "Joke keywords": [ + [ + "hand out carts", + "Wal - Mart", + "greeter job" + ], + [ + "hand out carts", + "Wal - Mart", + "cannot imagine a greeter job" + ], + [ + "" + ], + [ + "Wal-Mart", + "greeter job" + ], + [ + "hand out carts", + "greeter" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1434", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "I think the joke is that the guy's name is Will, which sounds like a 'will' that somebody writes to leave behind after they pass away, and is usually handled by a lawyer.", + "", + "Will is a male name and a will is a legal document that lawyers draft. ", + "This is a pun on \"Will\". Lawyers help people create their will, which is a type of legal document. It is a funny coincidence, then, that a lawyer would have the name Will. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "Will", + "lawyer" + ], + [ + "" + ], + [ + "Will", + "lawyer" + ], + [ + "Will", + "lawyer" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1019", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "kill time can mean waste time or it can mean literally killing time ", + "The joke is that ther person took the phrase 'time to kill' literally and stomped on the watch to 'kill' or break it. 'Time to kill' is a phrase that means 'extra time to use' or 'spare time'.", + "This is a pun on the saying 'time to kill', which means passing time aimlessly, however here it's being used literally as the person was stomping on his watch to murder it, thus killing time ", + "He could've stomped on his watch because he was bored - one meaning of having 'time to kill' - or he could've literally tried to kill time by breaking a time-measuring device.", + "This is a pun on \"had time to kill\". The person in the joke \"had time to kill\", meaning he had some free time to spend doing whatever he wishes. Watches tell the time. When he stomped on his watch, it stopped telling time, so he killed the time. " + ], + "Joke keywords": [ + [ + "stomped", + "old watch", + "had time to kill" + ], + [ + "stomped", + "watch", + "time to kill" + ], + [ + "stomped", + "old watch", + "time to kill" + ], + [ + "stomped", + "watch", + "time to kill" + ], + [ + "stomped", + "watch", + "time to kill" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1393", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "chime can refer to the doorbell sound or it can mean he joined in ", + "The joke is a pun on the word 'chime'. A doorbell chimes or rings. To 'chime right in' means to join in on something, in this case a choir singing.", + "", + "To 'chime in' means to participate and it's a pun on chiming doorbells.", + "This is a pun on \"chimed in\". In the context of joining a choir, \"chimed in\" means to join in on a song. The doorbell salesman also \"chimes in\" when he goes door to door ringing the bell. " + ], + "Joke keywords": [ + [ + "doorbell salesman", + "choir", + "chimed right in" + ], + [ + "doorbell salesman", + "choir", + "chimed right in" + ], + [ + "" + ], + [ + "doorbell", + "chimed right in" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_294", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "spark can mean life or it can mean a literal spark to start an explosion ", + "The 'joke' is that blasting technicians deal with sparks to set off explosives, so instead of dying they 'lose their spark'.", + "This is a pun on 'lose their spark', which usually means to lose interest in something, however it's being used here because blasting technicians work with sparks with their explosions ", + "Losing one's spark is not a pun for dying. Blasting technicians create sparks while working.", + "This is a pun on the word \"spark\". Blasting technicians work with explosives. Explosives need a spark to go off. " + ], + "Joke keywords": [ + [ + "BLASTING TECHNICIANS", + "lose their spark" + ], + [ + "BLASTING TECHNICIANS", + "die", + "lose their spark" + ], + [ + "blasting technicians", + "never die", + "spark" + ], + [ + "blasting technicians", + "die", + "lose their spark" + ], + [ + "blasting technicians", + "die", + "lose their spark" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2065", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'blustered'. Bluster is a word that can describe wind blowing. When bluster is used to describe the way a person talks it means to talk in a loud angry way.", + "", + "To bluster means to complain loudly and winds bluster too.", + "This is a pun on \"blustered\". To bluster is to talk loudly and aggressively. Bluster also refers to wind blowing. Tom is talking about the wind. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "wind", + "blustered Tom" + ], + [ + "" + ], + [ + "wind", + "blustered" + ], + [ + "wind", + "blustered" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1364", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "This joke relies on outside knowledge that Voltaire wrote a story called Candide. That's why the joke doesn't land (partly). 'candidly' means 'in an honest manner'.", + "This is a pun on \"candidly\". Candidly means truthfully. Voltaire was a famous Enlightenment writer who wrote about science and truth. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Voltaire", + "candidly" + ], + [ + "Voltaire", + "candidly" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1259", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "you can fall into a job or literally fall into a ditch ", + "The joke is in the double meaning of the phrase 'just fell into it'. The phrase can be used to mean 'ended up in a situation without actively seeking it', but it can also mean literally falling into something, like a ditch.", + "This is a joke because the man is saying he just \"fell into\" his current job, much like you would fall into an open ditch that was dug", + "A person can fall into a job by default because it's the only one they really qualify for, but this is also a dark pun on falling into ditches.", + "This is a pun on \"fell into it\". The ditch digger fell into it in the sense that he started doing the job without wanting or trying to, but a ditch is a narrow trench next to roads that one can literally \"fall into\"." + ], + "Joke keywords": [ + [ + "ditch - digger", + "fell into it" + ], + [ + "I asked", + "how", + "ditch - digger", + "he just fell into it" + ], + [ + "ditch", + "digger", + "fell into it" + ], + [ + "ditch-digger", + "fell into it" + ], + [ + "ditch-digger", + "fell into it" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1085", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 3, + 0 + ], + "Natural language explanation": [ + "marx sounds like marks ", + "The joke is a pun on the word 'Marx'. Karl Marx was a prominent figure in communism. Marx sounds like 'marks' which can mean grades. Saying 'lousy Marx' sounds like 'lousy grades'.", + "This is a pun on 'Marx', which is referencing Karl Marx who wrote the book Communist Manifesto, but it's also being used since 'Marx' sounds similar to 'marks' which is a type of grade you receive in a class", + "Marx is the name of a famous communism theorist and a play on marks, or grades.", + "" + ], + "Joke keywords": [ + [ + "communism class", + "lousy Marx" + ], + [ + "dropped out", + "communism class", + "lousy Marx" + ], + [ + "dropped out", + "communism", + "marx" + ], + [ + "communism class", + "Marx" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_168", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "monet sounds like money ", + "The joke is a pun on 'Monet'. Monet was a painter, and sounds almost like 'money'. It sounds like the person became an art dealer because they wanted more money.", + "This is a pun on 'Monet', because it sounds similar to 'money' and Monet was a famous painter", + "Monet was a famous artist. This joke is supposed to be a pun on Monet/money, but it doesn't work because they're not pronounced similarly enough.", + "This is a pun on \"Monet\". She became an art dealer to get more money. Money sounds like Monet who was a famous painter." + ], + "Joke keywords": [ + [ + "art dealer", + "more Monet" + ], + [ + "became an art dealer", + "wanted more Monet" + ], + [ + "art dealer", + "more", + "Monet" + ], + [ + "art dealer", + "Monet" + ], + [ + "art dealer", + "Monet" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2036", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + "", + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_381", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'loftily'. A loft is typically where hay is stored in a barn. Speaking loftily is to speak in an elevated tone or manner.", + "", + "loftily' is a play on 'loft' - the part of the barn where hay is typically stored. ", + "This is a pun on loftily. A loft is the part of a barn where you store hay." + ], + "Joke keywords": [ + [ + "" + ], + [ + "where we store the hay", + "said loftily" + ], + [ + "" + ], + [ + "hay", + "loftily" + ], + [ + "hay", + "loftily" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1644", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "lease sounds like least ", + "The joke is a pun on the word 'lease'. The salesmen compete for the least amount. 'Least' sounds like 'lease' and cars are typically sold on a lease.", + "This is a pun on 'lease'. Lease is a contract outlining the terms under which one party agrees to rent an asset, like a car, and it's being used here because it sounds like 'least amount' which is typically what salemen try to sell you on ", + "It is possible to lease a car instead of buying, and it's (gasp!) a pun on least.", + "This is a pun on lease. The salesmen are trying to sell for the least amount. Least sounds like lease. A lease is a contract between a salesman and a customer where the customer has to pay the salesman to use an asset, in this case a car." + ], + "Joke keywords": [ + [ + "Car salesmen", + "lease amount" + ], + [ + "Car salesmen compete", + "the lease amount" + ], + [ + "car salesmen", + "sell", + "lease amount" + ], + [ + "Car salesmen", + "sell", + "lease amount" + ], + [ + "car salesmen", + "lease" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1760", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1292", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_522", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "file can mean to organize and store or it can mean to shave down ", + "The joke is a pun on the word 'filed'. In an office, something could be filed away, meaning it's in a folder in a filing cabinet somewhere. One can also file their nails down with a nail file.", + "This is a joke because it's saying that the woman who was looking for her nails realized she had filed them away, meaning put them away in a filing cabinet, but it's also being used because you can also 'file' your nails meaning shave them down", + "She could have put them in a file cabinet, or winnowed them down with a nail file.", + "This is a pun on \"filed away\". To file away means to put something away somewhere. The phrase is related to the idea of nails because it can also mean to vigorously rub the end of your fingernail to makes it shorter or smooth it out. " + ], + "Joke keywords": [ + [ + "false nails", + "filed them away" + ], + [ + "In the office", + "false nails", + "filed them away" + ], + [ + "false nails", + "filed", + "away" + ], + [ + "office", + "false nails", + "filed them away" + ], + [ + "nails", + "filed them away" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_791", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "cutting it can refer to cutting the grass and it can mean not getting enough money ", + "The joke is a pun on the word 'cutting'. Mowing lawns is cutting the grass. To say something 'isn't cutting it' means it isn't enough.", + "This is a pun on 'cutting it'. If something 'isn't cutting it', it's taken to mean that it's not fully doing it's job/ not working. It's also being used here because when you mow the grass, you're cutting it", + "This is a pun. If something isn't 'cutting it', that means that it isn't good enough to meet a certain demand. In this case, it's also a pun on cutting grass with a lawnmower.", + "This is a pun on \"wasn't cutting it\". It wasn't cutting it in the sense that he wasn't making enough money off of it. When you mow the grass you literally cut it." + ], + "Joke keywords": [ + [ + "needed a raise", + "Mowing the grass", + "wasn' t cutting it" + ], + [ + "needed a raise", + "Mowing the grass", + "wasn' t cutting it" + ], + [ + "raise", + "mowing", + "grass", + "not cutting it" + ], + [ + "allowance", + "Mowing the grass", + "cutting it" + ], + [ + "raise", + "mowing the grass", + "wasn't cutting it" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1668", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'coffers'. Coffers are like safes foor boxes for storing valuables and money. Coffers sounds like 'coughers'. People that smoke usually cough, and could be called coughers.", + "", + "Pun time again! Coffers are where local funds/tax money gets stored, and it's a play on coughers, or people who cough a lot because they smoke.", + "This is a pun on \"coffers\". Coffers are funds raised by an institution like a city government. If the city spends lots of money on a drug, it shrinks their funds, or coffers. Coffers sounds like coughers. A drug that stops smoking shrinks the number of coughers. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "smoking cessation drug", + "expensive", + "shrinking city coffers" + ], + [ + "" + ], + [ + "smoking cessation drug", + "expensive", + "coffers" + ], + [ + "smoking cessation drug", + "expensive", + "shrinking city coffers" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_600", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_208", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "I think the joke is that 'up in arms' sounds like the students are upset about something, but when a question is asked by a teacher, students usually raise their arms and hands to be picked to answer the question.", + "This is a pun on the phrase 'up in arms'. The saying, which means protesting vigorously about something, is used here because when teachers ask a question people raise their hands to answer it ", + "all up in arms' means the students got defensive, but it's also a pun for how many of them raised their arms to respond all at once.", + "This is a pun on \"up in arms\". To be up in arms means to overreact to something. When teachers ask students a question, students raise their hands to answer, so they are literally \"up in arms\"." + ], + "Joke keywords": [ + [ + "" + ], + [ + "teacher asked a question", + "students", + "up in arms" + ], + [ + "teacher", + "question", + "up in arms" + ], + [ + "question", + "students", + "up in arms" + ], + [ + "teacher asked a question", + "students", + "up in arms" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2249", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on \"burn the candle on both ends\" and \"bright\". \"Burn the candle on both ends\" is an idiom that means to exhaust yourself by overworking. That is not a very wise, or \"bright\" thing to do. \"Bright\" also means a shining light, which is what you create when you burn a candle. If you literally try to burn a candle on both ends, that is not very wise, or \"bright\", because you can only light a candle on the side with the wick. The candle won't be as bright as a not-so-bright person would think it would be. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "burn the candle on both ends", + "not as bright" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_634", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_375", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "Humorous is a word to describe something funny. The humerus is a bone in someone's body. A humerus break is a bone break, but it can also sound like a \"humorous break\" as in a break in tension by humor.", + "This is a play on words. The word \"humerus\" is the name of a bone which may have been broken when the Senator slipped on the banana peel. But \"humerus\" also sounds like \"humorous\" meaning inspiring that the Senator slipping caused onlookers to laugh.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "senator", + "banana", + "humerus" + ], + [ + "slipped", + "banana peel", + "humerus break" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_70", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 4 + ], + "Natural language explanation": [ + "", + "", + "A sari is a type of dress. Hindus are often seen wearing them Sari sounds like \"sorry\". The person is apologizing for spilling coffee on the person's sari. ", + "", + "sari sounds like sorry but is typically used in hindu clothing " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Hindu", + "dress", + "sari" + ], + [ + "" + ], + [ + "hindu", + "sari" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_341", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This pun is is about a florist, or someone who handles and arranges flowers. An alternative arrangement might refer to an arrangement of flowers, and perhaps it can also refer to an alternative to death in the sense of a pun.", + "", + "An arrangement is a future event. Arrangement can also mean how you organize something. Florists arrange flowers. In this case, the joke is referring to make an alternative preparation to death.", + "This is a play on words. The word \"arrangement\" means a decorative display of flowers but \"alternative arrangements\" can also mean other plans.", + "florist arrange flowers " + ], + "Joke keywords": [ + [ + "OLD FLORISTS", + "never die", + "alternative arrangmenet" + ], + [ + "" + ], + [ + "" + ], + [ + "FLORISTS", + "die", + "alternative arrangements" + ], + [ + "florist", + "arrangements" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1466", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "Rapid transit is a type of public transit, while rabbit is another word for bunny", + "Rabbit sounds like rapid. \"Rapid transit\" is a type of high capacity public transport. It's used for commuting. Rabbits are bunnies that are adults.", + "This is a play on words. The phrase \"rabbit transit\" refers to how rabbits get themselves places. But \"rabbit transit\" sounds like \"rapid transit\", which is a type of public transportation in urban areas.", + "rabbits are just an older version of bunnies and are known to be fast " + ], + "Joke keywords": [ + [ + "" + ], + [ + "bunnies", + "rabbit" + ], + [ + "bunnies", + "commute", + "rabbit transit" + ], + [ + "bunnies", + "commute to work", + "Rabbit Transit" + ], + [ + "bunnies", + "commute", + "tranist" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_679", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"breeches\" is a type of clothing but \"breeches\" is also a birthing term referring to when a baby's feet are about to be delivered.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Midwives", + "wear breeches" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_2040", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "The greeting card's success is based on how well the cards sell", + "There are different types of cards. The fate of the success of the company is in how well the cards are written. \"Fate in the cards\" refers to tossing a situation to chance, this usually references playing cards (not greeting cards). ", + "This is a play on words. The phrase \"fate in the cards\" mean's someone's fate is pre-determined but here \"fate in the cards\" means fate being written in greeting cards, since it's referring to a greeting card company.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "greeting card", + "cards" + ], + [ + "fate", + "cards" + ], + [ + "greeting card", + "fate", + "in the cards" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_111", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "", + "Gilt sounds like the word guilt but the two words mean different things. Gilt means to cover something thinly with gold. People who like gold paint have a gilt complex. This joke is a play on \"guilt complex\". A guilt complex is when someone has the obsession that they have done something wrong. In this case, someone has a gold covering complex.", + "This is a play on words. The word \"guilt\" means feeling responsible for something but sounds like \"gilt\" meaning covered with gold paint.", + "glit is a short word for glitter and the shine is different " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "gold paint", + "gilt" + ], + [ + "gold paint", + "gilt complex" + ], + [ + "gold", + "glit" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_426", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "A podiatrist is a foot specialist, and callus has two meanings - it can mean a type of blister, typically on the feet, or callous can mean a cruel disregard for others. ", + "Callouses can develop on feet, which is had podiatrist specialize in", + "Callous means insensitive. Callous sounds like callus, but a callus is a hardened part of the skin which is something often found on the bottom of peoples' feet. A podiatrist is a foot doctor. The person is saying they are callous but using the word callus. ", + "This is a play on words. The word \"callus\" is a hardened part of the skin but sounds like \"callous\" meaning having an insensitive disregard for others.", + "callus is a foot problem podiatrist deals with foot " + ], + "Joke keywords": [ + [ + "find", + "new podiatrist", + "callus attitude" + ], + [ + "podiatrist" + ], + [ + "podiatrist", + "callus", + "attitude" + ], + [ + "podiatrist", + "callus attitude" + ], + [ + "podistrist", + "callus" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1759", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "This is a pun that jokes about eating the physical core properties of an apple to metaphorically imply one improving their core values.", + "The stem and seed are considered the core of the apple", + "A core value is a priniciple perspective that people follow. An apple has a core. The joke is playing on the word core. ", + "This is a play on words. The term \"core values\" means fundamental beliefs. But the \"core\" of an apple is the stem and seed of the apple. By eating an apple's stem and seeds, the people in the joke improve their core values by literally eating the apple's core.", + "core is found in a apple but also in this case used as in beliefs " + ], + "Joke keywords": [ + [ + "People", + "eat", + "apples", + "stem", + "seed", + "improve", + "core values." + ], + [ + "apple", + "core" + ], + [ + "core values", + "apples" + ], + [ + "stem and seed", + "core values" + ], + [ + "apple", + "stem", + "seed", + "core values" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_260", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Horse owners say \"woah\" (sounds like woe) to their horses often", + "Woe is sadness. Woe sounds like \"whoa\" which is the common word used when you want to stop your horse's trotting.", + "This is a play on words. The word \"woe\" means great sorrow but sounds like \"whoa\" which is a command to slow down a horse.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "horses" + ], + [ + "horses", + "woe" + ], + [ + "horses cause", + "woe" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1532", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "Baluefully contains the word bale, which can mean to abandon or quickly leave, which is something someone might do in the case of a boat that is leaking. ", + "", + "To bale is to scoop water out of a boat or ship. Balefully means threateningly. So, the person in the joke is saying what they're saying in a threatening way, but using the word \"bale\". ", + "This is a play on words. The word \"balefully\" means threatening harm but \"bail\" is a container used to remove water from a boat when there's a leak.", + "" + ], + "Joke keywords": [ + [ + "boat", + "leaking", + "balefully" + ], + [ + "" + ], + [ + "boat", + "leaking", + "balefully" + ], + [ + "boat", + "leaking", + "balefully" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1986", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Tinting your hair might mean to color it in a faint hue, or highlight. A highlight of someones day means the high point or best moment of their day. ", + "Tinting your hair is giving it highlights", + "The highlight of someone's day refers to the happiest part of someone's day. A highlight regarding hair means a lightening of hair. So, \"It was the highlight of my day\" wittily references hair hairlights and having that process be the happiest part of that person's day.", + "This is a play on words. The phrase \"highlight of the day\" means best part of the day. But \"highlight is also a term for hair coloring.", + "highlights are something you get in your hair but in this phrase means happy " + ], + "Joke keywords": [ + [ + "tinted", + "hair", + "highlight of my day" + ], + [ + "hair" + ], + [ + "tinted", + "hair", + "highlight" + ], + [ + "tinted", + "hair", + "highlight of my day" + ], + [ + "tinted", + "hair", + "highlight" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_2033", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "", + "", + "Scotch is a drink. To scotch is to put an end to. The joke is referring to whiskey and dismissing drinking rumors. The word \"scotch\" is cleverly used to say the person had to dismiss drinking rumors.", + "This is a play on words. The word \"scotch\" means put an end to but \"scotch\" is also a type of whiskey.", + "scotch is a type of alcohol but in this case means get rid" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "whisky", + "scotch", + "rumors" + ], + [ + "whisky", + "not true", + "scotch", + "rumours" + ], + [ + "bottles", + "whisky", + "scotch", + "rumors" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1506", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "A missionarie is someone who is on a religious mission or journey to spread the ideologies of their religion. A convertible car is a car that contains a soft-top roof, meaning the roof can fold back and expose the interior. Convertible in this sense means able to convert someone to a religion, and the soft-top of a car. ", + "", + "A missionary is someone who converts other people to a belief system. To be able to successfully convert someone is a joyful experience for a missionary. A convertible is a type of car. Convertible also means being able to change, in this case, someone who can change character.", + "This is a play on words. A \"convertible\" is a type of open hooded car but \"convertible\" also means easy to convert to a religion, as missionaries are ought to do.", + "missionaires people try to convert people to join them but in this case is talking about convertible cars " + ], + "Joke keywords": [ + [ + "Missionaries", + "open hooded cars", + "convertible" + ], + [ + "" + ], + [ + "missionaries", + "cars", + "convertible" + ], + [ + "Missionaries", + "open hooded cars", + "convertible" + ], + [ + "missionaries", + "convertible", + "cars" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_578", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Patience means to wait without struggle or concern, and wait in this joke is replacing the word weight, as in the physical heaviness of an object. ", + "Patience takes a lot of waiting", + "Waiting requires patience. Wait sounds like weight, but mean different things. One who can wait shows a lot of patience which is a virtue. \"It carries a lot of wait\" sounds like \"it carries a lot of weight\" which means it carries a lot of meaning. ", + "This is a play on words. Something \"carrying weight\" means it's very important but something \"carryin wait\" means you have to wait a long time for it. The joke references that patience requires a lot of waiting.", + "" + ], + "Joke keywords": [ + [ + "Patience", + "virtue", + "carries", + "wait" + ], + [ + "patience" + ], + [ + "patience", + "virtue", + "wait" + ], + [ + "Patience", + "virtue", + "wait" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_984", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Getting jabbed in the back means getting stabbed, and in this case, the persons back locked up because it was from a set of keys. Keys unlock and lock things, and a back that is locked up means it is tense or frozen slightly due to stress somewhere muscularly. ", + "Keys lock doors. This joke is saying the keys locked his back", + "A locked up back is a back that is frozen. Keys fit into locks. Keys can unlock locks, or lock locks. A lock is a mechanism that keeps something sealed. A man was jabbed in the back with a set of keys and his back locked up, or froze. ", + "This is a play on words. When someone's \"back locks up\" they are experiencing lower back spasms but \"locked up\" also refers to keeping a door fastened shut, as one would do with a key.", + "locked up is something used with keys but in this case it means it was stiffened up " + ], + "Joke keywords": [ + [ + "jabbed in the back", + "set of keys", + "locked up" + ], + [ + "keys" + ], + [ + "back", + "keys", + "locked up" + ], + [ + "jabbed in the back", + "keys", + "back locked up" + ], + [ + "jabbed", + "keys", + "locked up" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1341", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The phrase \"in the end\" means that something will happen eventually. But here \"the end\" refers to the end or rear of a person, where prostate exams happen.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "prostate exam", + "in the end" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1181", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_2233", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "Humpty Dumpty is a story about an egg man who falls and cracks open. Fall, in this case, is the pun where it refers to falling off of something, but also the seasons such as fall, winter, spring, and summer.", + "The story talks about how humpty dumpty falls off of the wall, but here it jokes that he had a good autumn", + "A great fall means a sudden uncontrollable descent. But, fall can also refer to the season that we also call autumn. So, this joke can be understood as Humpty Dumpty had a great (as in enjoyable) fall (as in autumn). Or, Humpty Dumpty had a great fall, as in a huge uncontrollable descent.", + "This is a play on words. The word \"fall\" means to tumble onto the ground, as Humpty did in the famous nursury rhyme. But \"fall\" is also one of the four seasons.", + "" + ], + "Joke keywords": [ + [ + "Humpty Dumpty", + "great fall", + "good spring", + "summer" + ], + [ + "humpty dumpty", + "fall" + ], + [ + "Humpty Dumpty", + "great", + "fall" + ], + [ + "Humpty Dumpty", + "fall", + "spring and summer" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_2164", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Rope is a coiled object that allows you to tie things or tether objects to eachother. Rope often hangs, in a vertical fashion, especially if attached to something from a top - and in this case, hanging also refers to leaving someone hanging in a story which means to not tell the end, and for it to be anticlimactic. ", + "To leave someone hanging means to both literally have them hanging, but also to have them waiting for more", + "This is the play on the word hang. A coil of rope can hang. To leave someone hanging is to leave someone unsatisfied and wanting to know more. ", + "This is a play on words. To be \"left hanging\" means left in suspense but \"hanging\" also means dangling from a rope, as one would from a hangman's noose.", + "when someone is hanging and needs help people usually use a rope to lift them up in this case its used as in suspense " + ], + "Joke keywords": [ + [ + "long story", + "coil of rope", + "left us", + "hanging" + ], + [ + "rope" + ], + [ + "story", + "coil of rope", + "hanging" + ], + [ + "story", + "rope", + "hanging" + ], + [ + "rope", + "left us all hanging" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1238", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_344", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "A deed is a declaration to ownership of a piece of land or building, so this pun is a meta pun about good jokes being given deeds if owned.", + "You would get a deed with owned land", + "Undeeded sounds like unheeded. Something unheeded is something that did not get attention. A deed is a document that proves land ownership.", + "", + "it's a joke about a joke that uses puns to make it the punch line" + ], + "Joke keywords": [ + [ + "jokes", + "owned like land", + "undeeded" + ], + [ + "land", + "pun" + ], + [ + "jokes", + "land", + "pun" + ], + [ + "" + ], + [ + "jokes", + "pun" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1333", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This pun is replacing the word center with scenter, which contains scent as in the sense of smell. The nose is indeed in the center of the face and coordinates the sense of smell, so it's a play on words.", + "Your nose is both the center of the face and the part that smells", + "Your nose is an organ that helps you smell things. It picks up on scents. Scenter sounds like center, that's what the joke is playing on. Your nose is in the center of your face, but using the word scenter instead of center.", + "This is a play on words. The word \"center\" means in the middle of the face but \"scenter\" refers to how the nose can detect \"scents\" or strong smells.", + "scenter sounds like center but used as smell because its talking about nose " + ], + "Joke keywords": [ + [ + "nose", + "scenter", + "face" + ], + [ + "nose" + ], + [ + "nose", + "scenter", + "face" + ], + [ + "nose", + "scenter of your face" + ], + [ + "nose", + "scenter", + "face" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1929", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This pun is using the phrase \"get rolling\", meaning to get going or get moving, in the context of working in a tire factory, which is where tires are made. Tires roll, or move in revolution. ", + "Tires roll, to get rolling is to get moving", + "\"Get rolling every morning\" sounds like \"get going every morning\". Rolling is used here because you can roll a tire. ", + "This is a play on words. The phrase \"get rolling\" means to work hard or quickly but \"rolling\" also refers to how tires are able to roll due to their wheel shape.", + "tires are circular so they roll " + ], + "Joke keywords": [ + [ + "work", + "tire factory", + "get rolling" + ], + [ + "tire" + ], + [ + "tire", + "factory", + "rolling" + ], + [ + "tire factory", + "rolling" + ], + [ + "tire", + "rolling" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_388", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "Bellicose means aggression, or willingness to fight. Bellicose veins sounds like varicose veins. Varicose veins are enlarged veins.", + "This is a play on words. The word \"bellicose\" means demonstrating aggression but sounds like \"varicose\" meaning a condition caused by the swelling of veins.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "legs", + "bellicose", + "veins" + ], + [ + "swollen blood vessels", + "quarrelsome", + "bellicose veins" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_440", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Coffee beans are grinded up into ground coffee, and mud is from the ground. This pun is using the word ground in reference to mud and also the course quality of the coffee.", + "This is a take on \"this coffee tastes like dirt\" joke, saying that the coffee is dirt. ", + "This is a play on the word ground. Ground can mean the surface of the earth. Ground is also the past tense of the word grind, coffee is ground up. Coffee tasted like mud because it was ground (as in the coffee used to be a piece of the surface of the Earth). ", + "This is a play on words. Coffee grounds are used to brew to brew coffee but here \"ground\" refers the surface of the earth. The reason the ground coffee tasted like mud was because it literally was the mud on the ground.", + "ground coffee is a type of coffee and you can find mud in the ground " + ], + "Joke keywords": [ + [ + "coffee", + "tastes like mud", + "ground" + ], + [ + "coffee", + "mud" + ], + [ + "coffee", + "mud", + "ground" + ], + [ + "coffee", + "mud", + "ground" + ], + [ + "coffee", + "mud", + "ground" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1912", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_389", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This pun is using the word cut in reference to making staff cuts, or letting people go, from his hair salon. A hair salon is where people might go to get their hair cut.", + "To make cuts on staff is to fire staff. Hair dressers also cut hair, so this is a play on the word cut", + "This is playing on the word cuts. A hair salon is a place that hair gets cut. When a business makes cuts on its staff, it means the business is letting employees go.", + "This is a play on words. The phrase words \"making cuts\" refers to laying off workers due to budget concerns but \"cuts\" also refers to the literal cutting of hair that happens at a barbershop.", + "hair salons normally cut hair but in this case is used as getting rid of staff members " + ], + "Joke keywords": [ + [ + "owner", + "hair salon", + "make cuts", + "staff" + ], + [ + "hair salon", + "owner" + ], + [ + "owner", + "hair salon", + "cuts" + ], + [ + "hair salon", + "cuts", + "staff" + ], + [ + "hair salon", + "cuts", + "staff" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1755", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "A mime is a peformer who is silent, and utilizes just body movements and expressions to convey information. Aloud, in this case, is replacing \"allowed\", as in being able or permissable to do something. Aloud means out loud, so the mime isn't allowed or aloud in both cases.", + "Mimes are not allowed to say anything aloud (allowed and aloud sound the same)", + "A mime is a performer that does not speak. The mime is the opposite of loud. The mime wanted to say something, but he wasn' t aloud. Aloud sounds like allowed. ", + "This is a play on words. The word \"aloud\" means audible/out load but sounds like \"allowed\" which means permitted to do something.", + "aloud sounds like allowed in this case used as being noisy " + ], + "Joke keywords": [ + [ + "mime", + "say something", + "wasn't aloud" + ], + [ + "mime" + ], + [ + "mime", + "say", + "aloud" + ], + [ + "mime", + "wasn' t aloud" + ], + [ + "mime", + "aloud" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_375", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "This pun is more literal, as a referee is someone who arbitrates and manages an athletic game or competition. So, they are often settling or arbitrating scores in games.", + "Referees are the ones who determine and validate scores, although here score is being usd to also mean an argument", + "A referee is an official who enforces the rule of a sport. To settle a score means to take revenge on someone for something they did to you in the past. Settling a score can also mean to come to an agreement on a score. This is the literal interpretation.", + "This is a play on words. The phrase \"a score to settle\" means resolving a conflict but \"settling the score\" also refers to what referees do since they make calls related to sports games.", + "score to settle means to deal with something but score is in this joke which is already dealing with referees " + ], + "Joke keywords": [ + [ + "referees", + "head to head", + "score to settle" + ], + [ + "referees" + ], + [ + "referees", + "head to head", + "score" + ], + [ + "two referees", + "score to settle" + ], + [ + "referees", + "score to settle" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_869", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "gleam means to shine bright and teeth are usually associtated with bright teeths " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "brushing", + "teeth", + "gleam" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1397", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "In bowling, a strike is a complete clear of all pins in one pass of ball. A striking resemblance means very similar looking. This pun is a play on the word striking, which refers to bowling and looking a like.", + "The \"striking\" here is used to mean similar, but alludes to the word \"strike,\" a score you can get in bowling", + "In bowling, to get a strike means to hit all the pins down in your bowling lane. Striking can also mean shocking. The joke carefully selected the word \"striking\" because it's bowlers that are being discussed. ", + "This is a play on words. The phrase \"striking resemblance\" means very similar but \"strike\" is also a term used in bowling.", + "strikes are something that happens in bowling but used as to describe as similar " + ], + "Joke keywords": [ + [ + "bowlers", + "striking resemblance" + ], + [ + "bowlers" + ], + [ + "bowlers", + "striking", + "resemblance" + ], + [ + "bowlers", + "striking resemblance" + ], + [ + "bowlers", + "striking", + "resemblance" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1851", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Frogs make a sound called a croak, and to croak is a slang phrase for dying or passing away. ", + "", + "\"To croak\" is another way of saying that somone has died. To croak is to make a deep sound from the throat. The sentence written can be taken literally or figuratively.", + "This is a play on words. The word \"croak\" is a sound that frogs make but \"croak\" is also a slang word for die.", + "croak is a sound that frogs do " + ], + "Joke keywords": [ + [ + "OLD FROGS", + "never die", + "croak" + ], + [ + "" + ], + [ + "old frogs", + "croak" + ], + [ + "FROGS", + "die", + "croak" + ], + [ + "frogs", + "croak" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_890", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun that is meta on the concept of being tired of sleeping, or getting sick of/being bored or sleeping. Feeling tired is also what you feel when you want to sleep, so it's an oxy moron.", + "You sleep when you are tired, but the joke is saying that sometimes sleeping is tiring", + "To be tired of something is to no longer want to do something because you are bored and annoyed with something. To be tired is to be sleepy. When sleepy people sleep. ", + "This is a play on words. The phrase \"get tired of\" means get annoyed with but \"tired\" also means ready to go to sleep.", + "" + ], + "Joke keywords": [ + [ + "get tired", + "sleeping" + ], + [ + "sleeping" + ], + [ + "tired", + "sleeping" + ], + [ + "tired of", + "sleeping" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1290", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "To rue something is to regret it. By using rue in the past tense (rued), the speaker is also saying that they were rude (unkind).", + "Rued means to regret something. Rued sounds like rude. Here, the person is saying they regret their inconsierate comment which could be considered rude, but the word rued was used instead. ", + "This is a play on words. The word \"rued\" means regretted but sounds like \"rude\" meaning inconsiderate.", + "rued sounds like rude but means regret " + ], + "Joke keywords": [ + [ + "" + ], + [ + "regretted" + ], + [ + "regretted", + "inconsiderate", + "comment" + ], + [ + "regretted", + "inconsiderate comment", + "rued" + ], + [ + "regretted", + "inconsiderate", + "rued" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1618", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "An optometrist is someone who checks and advises on visual health and can prescribe glasses and contacts. In this pun, people of vision means someone who has a clear vision or direction of guidance and development, which is a helpful quality if running for president.", + "Optometrists are eye doctors, who are experts on vision. Vision also means a plan/goal for the future", + "A vision is to have a plan about the future with imagination or wisdom. An optometrist is a doctor that helps people with their vision. This is a play on the multiple definitions of vision.", + "This is a play on words. The word \"vision\" means ideal for the future but \"vision\" also means being able to see which relates to optometrists being eye doctors.", + "optometrist deals with eyes which deals with vison" + ], + "Joke keywords": [ + [ + "optometrist", + "run for president", + "people of vision" + ], + [ + "optometrist", + "president", + "vision" + ], + [ + "optometrist", + "president", + "vision" + ], + [ + "optometrist", + "president", + "vision" + ], + [ + "optometrist", + "president", + "vision" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_779", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1778", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "Odure, used to sound like order, is another name for animal waste", + "", + "This is a play on words. \"alphabetical order\" means arranged according to the order of the letters of the alphabet. But \"order\" sounds like \"ordure\" meaning dung, as in the dung produced by a goat after eating a scrabble tile.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "goat", + "scrabble" + ], + [ + "" + ], + [ + "goat ate", + "Scrabble", + "alphabetical ordure" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_561", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "Vault sounds like the word fault. A vault is where money or other valuables get stored. Bankers work with vaults. This is a play on the phrase \"generous to a fault\" with vault being used instead of the word fault. \"Being generous to a fault\" means that someone is generous even if it hurts them.", + "This is a play on words. The phrase \"to a fault\" means to an excessive degree but \"fault\" sounds like \"vault\" meaning a large room used for storage, as in a bank.", + "vaults are found in banks and sounds like fault " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "bankers", + "generous", + "vault" + ], + [ + "bankers", + "generous to a vault" + ], + [ + "bankers", + "vault" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1289", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 2, + 4 + ], + "Natural language explanation": [ + "This pun is referncing the song from snow white, where the main character sings about a prince coming to take her away. In this case, the girl is replacing the word \"prince\" with \"prints\" as in photo prints.", + "The common phrase is \"some day my prince will come.\" Prints (photos) sounds very similar to prince and is used to replace the phrase here", + "Prints sounds like \"prince\". \"Someday my prince will come\" are the title and lyrics to a song sung in the movie Snow White and the Seven Dwarfs. In photography negatives are used to produce postive prints on paper, which is the photo. The whole joke circles around print.", + "This is a play on words. The word \"prints\" means photographic images but sounds like \"prince\" meaning the son of a monarch.", + "prints is ia term used in developing photos " + ], + "Joke keywords": [ + [ + "Waiting", + "photos", + "developed", + "young girl sang", + "some day", + "prints will come" + ], + [ + "photos" + ], + [ + "photos", + "developed", + "prints" + ], + [ + "photos", + "developed", + "prints will come" + ], + [ + "photos", + "developed", + "prints" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1257", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This pun is about proposing to someone to marry them. Engaging has two meanings here - engaging as in intriquing or able to keep attention, and engaging as in getting engaged to someone to be married.", + "After you have been proposed to, you become engaged", + "To be engaged to someone is to agree that you will at some point in time marry that person. To find a situation engaging is to find it attention grasping. ", + "This is a play on words. The word \"engaging\" means charming and attractive but \"engaged\" means having agreed to marry, as happens after a proposal.", + "being engaged is when you are proposed to in this case means charming " + ], + "Joke keywords": [ + [ + "proposed", + "she found it", + "engaging" + ], + [ + "proposed" + ], + [ + "proposed", + "engaging" + ], + [ + "proposed", + "engaging" + ], + [ + "proposed", + "engaging" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_2116", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "Jogging ones memory means to recall or try to recall something, and jogging is a synonym for running.", + "\"Jogging my memory\" means to recount memories, and jogging is a type of running", + "To jog one's memory is to encourage it to remember things it might not remember in the moment. Jogging is running, but running at a slow speed. ", + "This is a play on words. ", + "jogging is a type of running but used as thinking " + ], + "Joke keywords": [ + [ + "can't recall", + "running", + "jogging", + "memory" + ], + [ + "running", + "jogging" + ], + [ + "running", + "jogging", + "memory" + ], + [ + "can' t recall", + "running", + "jogging my memory" + ], + [ + "running", + "jogging", + "memory" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_543", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Transparent means clear or able to see through, and it contains the word parent in it as in a father or mother. This pun is referncing a father who is hard to see, as in invisibile, which means transparent. ", + "", + "", + "This is a play on words. The word \"transparent\" able to be seen through but \"trans-parent\" here refers to a parent who can be seen through.", + "transparent means clear " + ], + "Joke keywords": [ + [ + "father", + "difficult to see", + "transparent" + ], + [ + "" + ], + [ + "" + ], + [ + "father", + "difficult to see", + "transparent" + ], + [ + "see", + "transparent" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_661", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Excelling means to do greatly, and excel is a spreadsheet application that allows you to organize information in tables. It has a double meaning in this pun of doing a great job or making spreadsheets. ", + "To excel is to do well. Excel also is a program used to make spreadsheets", + "Microsoft Excel is a spreadsheet. To excel is to be superior in an area of something. This person is excelling at work, meaning they are doing extraordinarily well at work, or they're using excel spreadsheets a lot at work.", + "This is a play on words. The word \"excel\" means to do very well at something but \"Excel\" is also the name of an office software used to make spreadsheets.", + "excel is a type of work document you can make spreadsheets on " + ], + "Joke keywords": [ + [ + "do", + "spreadsheets", + "excelling at work" + ], + [ + "spreadsheets", + "office" + ], + [ + "spreadsheets", + "office", + "excelling" + ], + [ + "spreadsheets", + "excelling at work" + ], + [ + "spreadsheet", + "excelling" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_726", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "This pun is referencing hip surgery as a popular type of surgery, because hip can also mean cool or in-style.", + "The upper leg is known as the hip. Hip also means cool/popular", + "The hip is at the upper part of the leg. When something is \"hip\" it is fashionable. The joke is a play on the word hip.", + "This is a play on words. The word \"hip\" means popular or cool but \"hip is also part of the body near the upper leg.", + "orthopaedic surgeon ususally works on joints and bones " + ], + "Joke keywords": [ + [ + "popular operation", + "upper - leg surgery", + "hip." + ], + [ + "surgery", + "hip" + ], + [ + "orthopaedic", + "surgeon", + "hip" + ], + [ + "upper - leg surgery", + "very hip" + ], + [ + "orthopaedic", + "upper leg", + "hip" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1522", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1232", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Driving is a motion of movement or action in golf, and in this pun, it's also referring to someone who has a serious and dedicated ambition to being a good golf player.", + "\"Driving\" means to have ambition and refers to a driver, a type of golf club.", + "A driving range is a piece of land for practicing golf shots. Driving ambition is a great desire to achieve something. This is a play on the term driving we often see in golf.", + "This is a play on words. The word \"driving ambition\" means a great desire to achieve something but \"driving\" also references how a \"drive\" is a long distance shot used in golf.", + "" + ], + "Joke keywords": [ + [ + "wanted", + "to be", + "good golfer", + "driving ambition." + ], + [ + "golfer" + ], + [ + "golfer", + "driving", + "ambition" + ], + [ + "golfer", + "driving ambition" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1052", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "A watt is a unit of measurement of energy transfer, and it sounds like the phrase \" a lot\". In this case, the phrase is meant to sound like \" thanks a lot\" in reference to turning the light off, and saving energy in doing so.", + "A watt is a measurement of energy (used by lights). Instead of saying \"thanks a lot,\" the sign says the similar sounding \"watt\"", + "\"Thanks a watt\" sounds like \"thanks a lot\". The sign says please turn out the lights. A watt is a unit of power and measures the power of a light bulb. This is a play on the word watt.", + "This is a play on words. The term \"watt\" is a unit of power used for light bulbs but sounds like \"lot\" meaning a great quantity of something.q", + "a watt sounds like a lot and watts is a term used in lighting " + ], + "Joke keywords": [ + [ + "Sign", + "turn out the lights", + "watt" + ], + [ + "lights", + "watt" + ], + [ + "lights", + "watt" + ], + [ + "lights", + "Thanks a watt" + ], + [ + "lights", + "watt" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_520", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"philately\" means the collection and study of postage but sounds like \"flattery\" meaning excessive and insincere praise.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "date", + "stamp collection", + "Philately will get you nowhere" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_660", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "This pun is using the word checked in lieu of checkmate, which in chess means to basically be in a position where you are guaranteed to lose/essentially defeat. In hockey, checking is when another player crashes into a player that contains the puck. ", + "If you are checked during chess, your king is about to be captured. If you are checking during hockey, you're being hit against the wall (a common occurance)", + "Check in hockey is when a player crashes into another player. Check mate in chess is a winning move, so a hockey player would be a bad chess player because they would always be in a position of being checked.", + "This is a play on words. The word \"checked\" is a defensive technique in hockey but \"check\" is also a chess term for when the king is attacked.", + "checked is a term used in hockey " + ], + "Joke keywords": [ + [ + "Hockey players", + "terrible", + "chess players", + "checked" + ], + [ + "hockey", + "chess" + ], + [ + "Hockey players", + "terrible chess players", + "always", + "checked" + ], + [ + "Hockey players", + "terrible chess players", + "checked" + ], + [ + "hokcey", + "chess", + "checked" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_737", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "boot can mean a literal boot or it can mean as well ", + "The joke is a pun. 'To boot' is a phrase that usually means 'also' or 'as an extra thing'. Boots are a type of shoe.", + "This is a pun on the phrase 'to boot', which usually means 'to emphasize that you have added something else to something', but it also works here because boots are a type of shoe/ footwear", + "The term 'to boot' means 'in addition to' the previously given information, as well as being a pun on boots - a type of shoe.", + "This is a pun on the word \"boot\". \"To boot\" means also. A boot is a type of shoe and the joke is about shoes. " + ], + "Joke keywords": [ + [ + "shoe sales", + "to boot" + ], + [ + "shoe sales", + "good selection to boot" + ], + [ + "shoe sales", + "selection", + "to boot" + ], + [ + "shoe sales", + "to boot" + ], + [ + "shoe", + "to boot" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_158", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun. Sweet potatoes are similar to yams. The person speaking 'yammered' their words out.", + "", + "To yammer means to talk foolishly about something. It's also a play on yams - a kind of tuber used interchangeably with sweet potatoes in recipes.", + "This is a pun on the word \"yammered\". \"Yammered\" has the word \"yam\" in it. A yam is similar to a sweet potato and the joke is about sweet potatoes. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "sweet potatoes", + "yammered" + ], + [ + "sweet potatoes", + "yammered" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1731", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "swallow sounds like follow ", + "The joke is that 'follow the leader' was turned into 'swallow the leader'. Cannibals are people that eat other people.", + "This is a joke because the game is usually known as 'follow the leader', but it's changed to 'swallow' because cannibals eat people", + "Cannibals eat other people, so of course their favorite game is 'swallow the leader' and not 'follow the leader'.", + "This is a pun on the word \"swallow\". Follow the Leader is a game. \"Follow\" sounds like \"swallow\". The joke is about cannibals and cannibals eat people so they would swallow the leader. " + ], + "Joke keywords": [ + [ + "cannibal' s", + "swallow the leader" + ], + [ + "cannibal' s favourite game", + "' swallow the leader'" + ], + [ + "cannibal", + "game", + "swallow", + "the leader" + ], + [ + "cannibal", + "swallow the leader" + ], + [ + "cannibal's", + "swallow the leader" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_624", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "I think the joke is that some ancient Chinese artifacts are charms, or other trinkets that are for warding off spirits and such. Tom asked 'charmingly' about it.", + "", + "Is this supposed to be funny because Chinese people use charms?", + "This is a pun on the word \"charmingly\". \"Charmingly\" has the word \"charm\" in it. A charm can be an ancient Chinese artifact and the joke is about ancient Chinese artifacts. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "ancient Chinese artifacts", + "charmingly" + ], + [ + "" + ], + [ + "ancient Chinese artifacts", + "charmingly" + ], + [ + "ancient Chinese artifacts", + "charmingly" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_636", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "a relief is a type of scuplure but it can also mean to calm down ", + "The joke is a pun on the word 'relief'. A relief can mean the feeling of being able to relax after an important task was completed. Ancient walls often had carvings into them making intricate designs called reliefs.", + "", + "A relief is a sculpted work of art and a release of mental/emotional pressure", + "This is a pun on the word \"relief\". \"Relief\" is the feeling of being glad something is done after stressing out about it. A \"relief\" is also a wall sculpture and the joke is about wall sculptors. " + ], + "Joke keywords": [ + [ + "sculptors", + "it was a relief" + ], + [ + "ancient wall sculptors", + "finished", + "it was a relief" + ], + [ + "" + ], + [ + "wall sculptors", + "relief" + ], + [ + "wall sculptors", + "finished", + "relief" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1174", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "thirst can refer to a literal thirst or it can mean a need to gain knowledge ", + "The joke is a pun I think? The phrase 'thirst for knowledge' is often said to mean 'a desire to learn'. Thirst also means being in need of water, and this person is studying water purification.", + "This is a pun on 'thirst for knowledge', which is known as an eagerness to learn more on a given topic and it's used here because water is synonymous with thirst", + "We know he wanted to learn because he studied, and also, 'thirst for knowledge' is a pun on thirst for water.", + "This is a pun on the word \"thirst\" To \"thirst\" for knowledge means to desire it. \"Thirst\" also means when you really need water and this joke is about studying water purification. " + ], + "Joke keywords": [ + [ + "studied", + "thirst for knowledge" + ], + [ + "studied water purification", + "thirst for knowledge" + ], + [ + "water purification", + "thirst for knowledge" + ], + [ + "studied", + "water purification", + "thirst for knowledge" + ], + [ + "water", + "thirst" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_364", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "census sounds like senses ", + "The joke is a pun on the word 'census'. Census is the tracking of population numbers in a state or country. 'Census' sounds like 'senses'. Senses refers to the five senses of touch, smell, hearing, feeling, and seeing. The man could hardly believe his own senses and his coming census with 5 children.", + "", + "The father was probably stressed out at having to report five more people in his household at the next census. 'believe his own census' is a play on 'believe his own senses' - meaning he was in shock.", + "This is a pun on the word \"census\". A \"census\" is a collection of demographic data and includes info such as how many members are in a family. It sounds like \"senses\". The father cannot believe how big his family has become so he cannot believe his own senses and can't believe the census data he will now have to provide." + ], + "Joke keywords": [ + [ + "father of quintuplets", + "his own census" + ], + [ + "father of quintuplets", + "hardly believe his own census" + ], + [ + "" + ], + [ + "father", + "quintuplets", + "own census" + ], + [ + "father of quintuplets", + "census" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_752", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 2, + 2 + ], + "Natural language explanation": [ + "aunts sounds like ants ", + "The joke is a pun on the word 'aunt'. 'Aunt' can be pronounced like 'ant', the bug. They are construction workers so if they worked with wood, they could be called carpenters. This makes them 'carpenter aunts' which sounds like 'carpenter ants', the bugs that eat through wood.", + "This is a a pun on 'carpenter aunts', which is normally 'carpenter ants', which are a type of ant. Carpenter ants is used here because they're talking about your fathers sisters which would be considered your aunts", + "carpenter aunts' is a play on 'carpenter ants' - a specific sub-group of insects within the ant population.", + "This is a pun on \"carpenter aunts\". Construction work involves carpentry and an aunt is your mom or dad's sister so this dad's sisters would be called carpenter aunts. \"Carpenter aunts\" sounds like \"carpenter ants\", which is a species of ant. " + ], + "Joke keywords": [ + [ + "dad' s sisters", + "carpenter aunts" + ], + [ + "dad' s sisters", + "construction workers", + "carpenter aunts" + ], + [ + "dad's sisters", + "construction workers", + "carpenter aunts" + ], + [ + "sisters", + "construction workers", + "carpenter aunts" + ], + [ + "dad's sisters", + "construction workers", + "carpenter aunts" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1325", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1062", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "withdrawal can mean overcoming an addiction or it can mean withdrawing money ", + "The joke is a pun on the word 'withdrawal'. Withdrawal when referring to money, means taking money out of one's account. 'Withdrawal symptoms' are the effects on the body from a lack of something it desires, often occurring as a result of drug abuse and suddenly stopping using drugs.", + "", + "This joke is funny because no one likes feeling drug/alcohol withdrawal symptoms or the feeling of losing money from their bank account when they withdraw it.", + "This is a pun on the word \"withdraw\", as in withdrawing money from the bank, and withdrawing from a medicinal/addictive substance." + ], + "Joke keywords": [ + [ + "" + ], + [ + "my bank", + "withdrawal symptoms" + ], + [ + "" + ], + [ + "bank", + "withdrawal symptoms" + ], + [ + "bank", + "withdrawal symptoms" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1564", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "floor can mean a literal floor or it can mean the speaking floor ", + "The joke is a play on the phrase 'have the floor.' Typically that phrase is used to say that a person speaking has the stage or platform to speak on. The janitor cleans the floors, and so they would always 'have the floor'.", + "This is a joke on the phrase 'having the floor' which basically means to have the space and permission to talk, but it's used here because janitors usually work on floors", + "Another pun! The janitor had the floor to clean as his day job, and 'having the floor' means having an audience's undivided attention.", + "This is a pun on the word \"floor\", as janitors clean floors." + ], + "Joke keywords": [ + [ + "janitor", + "public speaking", + "had the floor" + ], + [ + "janitor", + "public speaking", + "always had the floor" + ], + [ + "janitor", + "public speaking", + "the floor" + ], + [ + "janitor", + "public speaking", + "had the floor" + ], + [ + "janitor", + "public speaking", + "had the floor" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1614", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD [PROFESSIONS] never work because the puns are not allusions to death.", + "This is a pun on the word \"premises\" as it means both beliefs (of the philosopher) and a dwelling of their retirement." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "PHILOSOPHERS", + "die", + "own premises" + ], + [ + "philosophers", + "die", + "retire", + "premises." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1781", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 3, + 3, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'pictured'. Typically one would say 'I pictured myself' doing something to mean that they can imagine themselves doing it. The action being imagined is literally taking a picture or photograph of their self.", + "This is a joke because the speaker is saying they've all seen themselves as someone who takes selfies, but it works here because selfies are picutres of yourself", + "I give this one more credit for being culturally relevant. Taking selfies is literally picturing oneself, and 'picturing myself' means that the person aspired to take selfies.", + "This is a pun on the word \"pictured\" because selfies are pictures." + ], + "Joke keywords": [ + [ + "" + ], + [ + "pictured myself", + "taking selfies" + ], + [ + "pictured", + "myself", + "selfies" + ], + [ + "pictured myself", + "selfies" + ], + [ + "pictured", + "selfies" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1750", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD [PROFESSIONS] never work because the puns are not allusions to death.", + "This is a pun on the word \"stop\" as it means both to cease an activity (in this case life) and a part of a pipe organ." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "ORGANISTS", + "die", + "stop" + ], + [ + "organists", + "die", + "stop" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1194", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "granite sounds like granted ", + "The joke is a pun on the word 'granite'. Granite is a type of rock that may typically be found in a quarry. The phrase in the joke is usually 'taken for granted' meaning not valuing something that have or assuming something is a given.", + "This is a pun on the phrase 'took everything for granted' which means to value something lightly, but 'granite' is used in it's place because it sounds similar to 'granted' and granite is found in quarries", + "This is supposed to be a pun on 'took everything for granted', implying that the daughter had a rich person's bad attitude in spite of her parent not making much money. Quarrymen mine granite for a living.", + "This is a pun on the word \"granite\" and \"granted\" Granite is what workers in a quarry dig for." + ], + "Joke keywords": [ + [ + "Quarryman' s daughter", + "granite" + ], + [ + "Quarryman' s", + "took everything for granite" + ], + [ + "quarryman's", + "daughter", + "granite" + ], + [ + "Quarryman's daughter", + "everything for granite" + ], + [ + "Quarryman's", + "granite" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1990", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "kicking ones self can mean a regret a you kick in karate ", + "The joke is a pun on the word 'kick'. The phrase 'kicking myself' means to be upset with oneself for doing or not doing something in the past. Karate is a martial art that involves kicking.", + "This is a pun on 'kicking myself', which is another way of saying you regret something, in this case the speaker is regretting not taking karate lessons earlier in his life, but it's also being used because you kick things in karate ", + "To be 'kicking yourself' means to regret not making a choice either earlier or missing the opportunity to make it permanently. It's also a pun on karate kicks.", + "Pun on word \"kicking\", and \"karate\". Kicking oneself means they regret doing or not doing something. Kicking in the literal sense is what you do in karate." + ], + "Joke keywords": [ + [ + "kicking myself", + "karate" + ], + [ + "kicking myself", + "did not take up karate" + ], + [ + "kicking", + "myself", + "karate" + ], + [ + "kicking myself", + "karate" + ], + [ + "kicking", + "karate" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1334", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "impressed can mean to look favorably on or it can mean a literal impression on a cow's skin ", + "The joke is a pun on the word 'impressed'. A branding iron brands cows by being pressed against the cow's skin. The saying makes it sound like the cows are surprised and content with the invention.", + "", + "The pun about impressions doesn't work because cattle had no reason to be impressed.", + "This is a pun on the concept of a branding iron being impressed onto the skin of a cow. The cows are also impressed in the sense that they thought it was a cool invention." + ], + "Joke keywords": [ + [ + "branding iron", + "impressed" + ], + [ + "branding iron", + "invented", + "cattle", + "impressed" + ], + [ + "" + ], + [ + "branding iron", + "cattle", + "impressed" + ], + [ + "branding iron", + "cattle", + "impressed" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1079", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "grain can mean the grain in wood or it can mean a plant like wheat ", + "The joke is a pun on the word 'grain'. The phrase 'going against the grain' is usually said to mean 'going against tradition' or 'against the general standard'. Going against the grain of wood is usually related to sanding wood down, where it's easier to sand in the direction the lines of the grain on the wood go.", + "This is a pun on 'going against the grain' which means doing the exact opposite of what is normally done. But it's also used here because some farmers are associated with the crop grain", + "This joke is a little more clever. Loggers do not cut against the grain of tree wood, nor do farmers reap wheat against their grain. Because doing either would be going against the norm, or 'the grain'.", + "This is a pun on the word \"grain\". Loggers don't go against the grain because their job is to cut wood and wood has lines in it called grain. Farmer's don't go against the grain because their job involves growing grain crops." + ], + "Joke keywords": [ + [ + "loggers or farmers", + "grain" + ], + [ + "You won' t often catch loggers or farmers going against the grain." + ], + [ + "farmers", + "against", + "grain" + ], + [ + "loggers", + "farmers", + "against the grain" + ], + [ + "loggers", + "farmers", + "grain" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1469", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "dated can mean courted or it can mean get old ", + "The joke is a pun on the word 'dated'. Dated can mean 'relevant to only a specific time', but it can also mean having gone on a date--a romantic outing with someone. The joke is that the jokes that aren't dated are married, and marriage generally comes after dating someone for a while.", + "This is a joke on the idea of something being 'dated', which means it's no longer culturally relevant. However, the speaker takes this idea a step further and asks what if jokes could get married", + "If a joke is 'dated', that means that it's overstayed its welcome with the public. Of course, 'dated' also refers to a stage of courtship that sometimes leads to marriage, hence the pun.", + "This is a pun on the word \"dated\", as dated can mean when something becomes irrelevant and unappreciated over time, which sometimes happens with old jokes, or a relationship between people that sometimes leads to marriage." + ], + "Joke keywords": [ + [ + "dated", + "married" + ], + [ + "Some jokes", + "dated", + "other jokes", + "married" + ], + [ + "Jokes", + "dated", + "married" + ], + [ + "jokes", + "dated", + "married" + ], + [ + "jokes", + "dated", + "married" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_404", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "fly can refer to the fact that penguins can't fly or it can mean they won't go for it ", + "The joke is a play on the phrase 'that wasn't going to fly'. The phrase generally means 'that wasn't allowed'. The phrase was used specifically because of the word fly and the fact that penguins are flightless birds.", + "This is a pun on the phrase 'wasn't gonna fly', which usually means unacceptable behavior, much like that of a kid bringing home a penguin. But it's also being used because penguins are flightless birds", + "The parents said it wasn't going to fly - as most parents would - because penguins are not generally accepted as good house pets. It's also a pun on penguins being flightless birds.", + "This is a pun on the phrase \"going to fly\", as it can mean both something that won't be accepted or the kind of flying that most birds do. Penguins cannot fly. " + ], + "Joke keywords": [ + [ + "penguin", + "wasn' t going to fly" + ], + [ + "wanted", + "penguin", + "parents said", + "that wasn' t going to fly" + ], + [ + "penguin", + "parents", + "wasn't going to fly" + ], + [ + "penguin", + "parents", + "wasn't going to fly" + ], + [ + "penguin", + "fly" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1279", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 3, + 2 + ], + "Natural language explanation": [ + "heated can mean warm or it can mean contentious ", + "The joke is a pun on the word 'heated'. For something to be a 'heated' topic means that the topic is discussed often. Global warming is the effect of the Earth's atmosphere becoming hotter.", + "This is a pun on 'heated topic', which means a fiercely debated topic and it's being used here because of the relation on the words 'warming' and 'heated'.", + "It *is* a contentious, or 'heated' topic. Also happens to be a pun on the global warming, or 'heating' itself.", + "This is a pun on \"heated\". The joke is about the Earth's temperature rising so it is being heated. This topic is controversial so it can lead to heated arguments." + ], + "Joke keywords": [ + [ + "global warming", + "heated topic" + ], + [ + "discussing", + "global warming", + "heated topic" + ], + [ + "global warming", + "heated", + "topic" + ], + [ + "global warming", + "heated topic" + ], + [ + "global warming", + "heated" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_659", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "flexible can mean muscle flexability or it can mean allowing for a lot ", + "The joke is a pun on the word 'flexible'. Having a flexible schedule means that times for appointments or meetings can be moved if needed. Yoga is an exercise of flexibility of the body.", + "This is a pun on 'flexible' which yoga instructors phsyically are, but it this context it's also implied that they can be flexible with their time/ schedules", + "Both the scheduling is flexible and so are the instructors themselves.", + "This is a pun on the word \"flexible\", as it can mean either being open to different times or being able to contort one's body into many positions, as a Yoga teacher would do. " + ], + "Joke keywords": [ + [ + "Yoga instructors", + "flexible" + ], + [ + "schedules", + "Yoga instructors", + "flexible" + ], + [ + "schedules", + "yoga", + "flexible" + ], + [ + "schedules", + "Yoga instructors", + "flexible" + ], + [ + "class schedules", + "Yoga instructors", + "flexible" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1126", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "Mink is a sartorial piece made from fur, hence the pun with 'inferred'.", + "This is a pun on the word inferred. Inferred sounds like it has the word \"fur\" in it, and the woman is wearing mink fur." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "mink", + "inferred" + ], + [ + "mink", + "inferred" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_243", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "sweeping can mean cleaning the floor or it can mean a fad that's taking over ", + "The joke is a pun on the word 'sweeping'. Brooms sweep dust. 'Sweeping the nation' usually means 'a trend that is becoming rapidly popular in the nation'.", + "This is a pun on the phrase \"sweeping the nation\" which usually means to become extremely popular, but it also works here because brooms literally sweep things", + "Pun! The broom is popular and it's literally sweeping rugs and floors in the nation.", + "This is a pun on the word sweeping. Brooms are used to sweep the floor. The new broom is sweeping the nation, meaning it's very popular. " + ], + "Joke keywords": [ + [ + "broom", + "sweeping the nation" + ], + [ + "A new type of broom came out, it is sweeping the nation." + ], + [ + "broom", + "sweeping", + "nation" + ], + [ + "new", + "broom", + "sweeping the nation" + ], + [ + "broom", + "sweeping" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1038", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "bushi means warrior in japanese and it sounds like bushy ", + "The joke is a pun on the word 'bushi'. Though I don't know the word bushi and how it relates to samurai, it sounds like the English word 'bushy', which can be used to describe someone who hasn't shaved.", + "", + "This joke relies on outside knowledge of what bushi are.", + "This is a pun on the word bushi. Bushi is another word for Samurai. It sounds similar to bushy. Men get bushy, or hairy, when they don't shave. " + ], + "Joke keywords": [ + [ + "samurai", + "bushi" + ], + [ + "samurai", + "refused to shave", + "bushi" + ], + [ + "" + ], + [ + "samurai", + "shave", + "bushi" + ], + [ + "samurai", + "refused to shave", + "bushi" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_26", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "spell disaster means it could cause a disaster but spell means spelling a word as in the alphabet ", + "The joke is a play on the phrase 'spell disaster'. Alphabet soup is a soup with pasta shaped like letters of the alphabet. 'Spell disaster' is a phrase that usually means 'causes disaster'. The letters of alphabet soup could literally spell the word disaster.", + "This is a pun on the phrase \"spell disaster\", which usually means to indicate, contribute to, or display signs of an impending and severe failure or disaster, but it's also used here because you can also literally spell things with alphabet soup", + "It could spell disaster because doing so starts a fire, or the soup could literally spell disaster!", + "This is a pun on the word \"spell\". To spell disaster means to causes disaster. You can spell words with alphabet soup." + ], + "Joke keywords": [ + [ + "alphabet soup", + "spell disaster" + ], + [ + "leave", + "alphabet soup", + "on the stove", + "could spell disaster" + ], + [ + "alphabet soup", + "stove", + "spell disaster" + ], + [ + "alphabet soup", + "stove", + "spell disaster" + ], + [ + "alphabet soup", + "spell" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_977", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1241", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "bypass can mean a heart bypass or it can mean to avoid ", + "The joke is a pun on the word 'bypass'. 'Bypass' can mean a procedure in heart surgery to route blood past a clot that is causing heart problems. Bypass means to route around or pass by something, and could be used in a way to say that the doctor would neglect or pass by a good opportunity.", + "This is a pun on the word 'bypass'. The common saying \"pass a good opportunity\" which means to turn down a good thing, but it's used here because a bypass is a type of surgery performed by surgeons ", + "To bypass something is to deliberately avoid it, and it's also a specific kind of heart surgery.", + "This is a pun on the word \"bypass\". Heart surgeons perform bypass surgery." + ], + "Joke keywords": [ + [ + "Heart surgeons", + "bypass" + ], + [ + "Heart surgeons", + "bypass", + "good opportunity" + ], + [ + "heart surgeons", + "bypass", + "good opportunity" + ], + [ + "Heart surgeons", + "bypass", + "opportunity" + ], + [ + "heart surgeons", + "bypass" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1377", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "drift can refer to drifting on water or it can mean they grew apart as people ", + "The joke is play on the phrase 'drift apart'. When used in describing a relationship, 'drift apart' generally means that the love between the people is fading. They have a water bed, and in water one could drift away from somebody else just by a current or force in the water, or simply laying in the water and drifting.", + "This is a pun on 'drift apart', which means to gradually become less intimate or friendly. But it's used here because things drift away when they're on water", + "The couple could've started to drift apart because they regretted their purchase, or literally drifted apart because of the water in their mattress.", + "This is a pun on the word drift. You can drift apart as in lose a connection with someone or physically drift apart from someone else, like in a body of water. This joke is about a water bed." + ], + "Joke keywords": [ + [ + "water bed", + "drift apart" + ], + [ + "bought", + "water bed", + "couple", + "drift apart" + ], + [ + "water bed", + "couple", + "drift apart" + ], + [ + "bought", + "water bed", + "drift apart" + ], + [ + "water bed", + "drift apart" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_206", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a poorly written joke that changes tenses near the end. It's supposed to be a pun on 'knows all the stakes', since gardeners use rakes to garden.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Gardener's daughter", + "all the rakes" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_737", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "raven sounds like raving ", + "The joke is a pun on the word 'raven'. Edgar Allen Poe has a famous poem with a raven. 'Raven' sounds like 'raving' which would make the phrase 'raven madman' into 'raving madman'. A 'raving madman' is someone who is wildly eccentric and 'crazy'.", + "This is a pun on 'raven'. The term is usually 'raving madman' which means \"very crazy\", but it's used here because Edgar Allen poe famoulsy wrote the poem \"the raven\"", + "True! This joke relies on outside knowledge of Poe's famous poem The Raven. It's a play on the term 'raving madman', and Poe was known for making questionable decisions that made people question his sanity in hindsight.", + "This is a pun on the word raven. Edgar Allan Poe wrote a story called The Raven. Raven sounds like raving." + ], + "Joke keywords": [ + [ + "Edgar Allan Poe", + "raven madman" + ], + [ + "Edgar Allan Poe", + "raven madman" + ], + [ + "Edgar Allan Poe", + "raven", + "madman" + ], + [ + "Edgar Allan Poe", + "raven madman" + ], + [ + "Edgar Allan Poe", + "raven" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_768", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "brail sounds like bail ", + "The joke is a pun on the word 'brail'. The phrase would usually be 'bail her out', but the person is blind so the word was replaced with 'brail'. Brail is the written language of bumps that people feel to read.", + "", + "This is a play on words. As a blind person, Ashley probably reads brail - the pun for 'bail her out' is an allusion to that.", + "This is a pun on the word braille. Braille is a form of communication for blind people. Braille sends like bail, and she is in jail. " + ], + "Joke keywords": [ + [ + "blind", + "brail" + ], + [ + "blind", + "under arrest", + "hope", + "brail her out" + ], + [ + "" + ], + [ + "blind", + "under arrest", + "brail her out" + ], + [ + "blind", + "under arrest", + "brail" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1707", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "inca sounds like ink ", + "The joke is a pun on the word 'Inca'. The Inca people were an ancient tribe in North America. Inca sounds like 'ink' which would be typically used in the phrase 'make sure the ink was dry'. Ink is a substance used to write with.", + "This is a pun on 'inca', which is playing off the word 'ink'. It's being used because the Incas were an empire that lived back in ancient times", + "This is a culturally tone deaf joke because the Inca people were distinct from the Aztec. It's supposed to be a play on Inca/ink.", + "This is a pun on the word Inca. The Inca people and Aztecs both had empires that were conqured by the Spanish. Inca sounds like ink, and this joke is about writing. " + ], + "Joke keywords": [ + [ + "Aztec", + "Inca" + ], + [ + "Ancient scribes", + "Aztec writers", + "make sure the Inca was dry" + ], + [ + "scribes", + "aztec writers", + "inca was dry" + ], + [ + "Ancient scribes", + "Aztec writers", + "Inca" + ], + [ + "Aztec writers", + "Inca" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_910", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "jab sounds like job ", + "The joke is a pun on the word 'jab'. Jab means to puncture, poke, or stab. The phrase it was used in would typically be 'a job well done'. Job was replaced with jab.", + "This is a pun on the word 'a job well done', but 'jab' is being used since in acupuncture you jab people with needles ", + "It's a play on 'a job well done'. We hope that acupuncturists do a good job because they're jabbing people!", + "This is a pun on the word \"jab\". Accupuncture involves \"jabbing\" needles into your body. Jab sounds like job." + ], + "Joke keywords": [ + [ + "Acupuncture", + "jab" + ], + [ + "Acupuncture", + "jab well done" + ], + [ + "acupuncture", + "jab", + "well done" + ], + [ + "Acupuncture", + "jab" + ], + [ + "acupuncture", + "jab" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_4", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "entrenched can mean absorbed or it can mean a literal trench ", + "The joke is a pun on the word 'entrenched'. A trench is a sort of path or tunnel below normal ground level that is dug out. Being 'entrenched' in something can also mean to be engrossed or utterly focused on.", + "This is a pun on 'entrenched'. The joke is saying that the ditch digger was very immersed in their career, but it also works because a dug ditch could also be referred to as a 'trench'", + "He was figuratively dug into that choice of profession and he literally entrenched himself into ditches.", + "This is a pun on the word \"entrenched\". The ditch digger was very dedicated, or entrenched, in his career. A ditch is a trench on the side of a road. If you are in the ditch, you are physically entrenched in it. " + ], + "Joke keywords": [ + [ + "ditch digger", + "entrenched" + ], + [ + "ditch digger", + "entrenched", + "career" + ], + [ + "ditch digger", + "entrenched", + "career" + ], + [ + "ditch digger", + "entrenched", + "career" + ], + [ + "ditch digger", + "entrenched" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_124", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "see it through can mean you can see through the glass or it can mean to see it to completion ", + "The joke is a play on the phrase 'see it through'. Glass is see through. To 'see' something 'through', means to make sure it was finished or completed.", + "This is a pun on the phrase \"see it through\" which means to support a person for the duration of a difficult time, in this case it's the invention of glass. It also works because you can literally see through glass", + "See what through? The pun about seeing through glass might've been mildly amusing if it were clearer (no pun intended).", + "This is a pun on the phrase see it through. You can see through glass" + ], + "Joke keywords": [ + [ + "inventor of glass", + "see it through" + ], + [ + "inventor", + "glass", + "see it through" + ], + [ + "inventor", + "glass", + "see it through" + ], + [ + "inventor", + "glass", + "see it through" + ], + [ + "glass", + "see it through" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_254", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "scratched can mean cancelled or it can mean scratching an itch ", + "The joke is a pun on the word 'scratched'. Fleas make dogs very itchy, so they will scratch themselves. A racedog being 'scratched' means they are taken out of the race.", + "", + "", + "This is a pun on the word scratched. When dogs get fleas they scratch. They were scratched, or eliminated, from the race as a result of getting fleas." + ], + "Joke keywords": [ + [ + "" + ], + [ + "race dogs", + "fleas", + "had to be scratched" + ], + [ + "" + ], + [ + "" + ], + [ + "race dogs", + "fleas", + "scratched" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1465", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "The joke fails because it relies on outside knowledge of opera singer Placido Domingo - not common knowledge for people that don't follow opera. It's supposed to be a pun on Placido/placid.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "operatic tenor", + "placidly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_365", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "sleep on it can mean to wait until next day to make a secision or it can literally mean sleaping like on a matress ", + "The joke is a play on the phrase 'sleep on it'. To 'sleep on' a thought or decision means to take some time to figure out how one feels or thinks about something before making a decision. Mattresses are physically meant to be slept on.", + "This is a pun on the phrase 'sleep on it', which means to think about something over the course of a night, like accepting a job in matteress sales. It also works because people literally sleep on mattresss'", + "One can picture him sleeping on the decision while also sleeping on one of the mattresses he would sell.", + "This is a pun on the phrase sleep on it. Sleep on it means to spend some time thinking about what decision to make. He's thinking about maybe getting into mattress sales, and mattresses are for sleeping." + ], + "Joke keywords": [ + [ + "mattress", + "sleep on it" + ], + [ + "couldn' t decide", + "accept a job", + "mattress sales", + "sleep on it" + ], + [ + "job", + "mattress", + "sleep on it" + ], + [ + "accept", + "job", + "mattress sales", + "sleep on it" + ], + [ + "couldn't decide", + "mattress", + "sleep on it" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1799", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "high volume can mean a great deal of them or it can refer to a loud sounds ", + "The joke is a pun on the words 'high volume'. High volume in terms of manufacturing means being produced in great numbers. Speakers produce sound, and volume is also the word used to refer to how loud the speaker is projecting noise.", + "This is a pun on 'high volume manufacturers', which are manufacturering companies that produce large quantities of goods in a short time. It's being used here because speakers may be set at a high volume", + "Yet another pun. The manufacturers produce a lot of a product, but 'high volume' can also refer to how much noise the speakers can make.", + "This is a pun on \"high volume\". The manufacturers are high volume, meaning they produce a lot of speakers. Stereo speakers can have a high volume, as in they can be loud. " + ], + "Joke keywords": [ + [ + "Stereo speakers", + "high volume" + ], + [ + "speakers", + "high volume", + "manufacturers" + ], + [ + "stereo speakers", + "high volume", + "manufacturers" + ], + [ + "Stereo speakers", + "high volume" + ], + [ + "stereo speakers", + "high volume manufacturers" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2057", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "there are stalls in a washroom ", + "The joke is a pun on the word 'stalling'. 'Stalling' can mean drawing out extra time before doing something. Public bathrooms or wash rooms have stalls for privacy, so 'stalling' could potentially mean being in a stall.", + "This is a pun on 'stalling', which in this context means the student making up excuses for why he was late. It's also being used be in washrooms, there are stalls", + "A pun! To stall means 'to delay' and it's a play on the bathroom stalls found in washrooms.", + "This is a pun on the word stalling. Stalling means to delay doing something. It has the word \"stall\" in it. There are stalls in washrooms." + ], + "Joke keywords": [ + [ + "washroom", + "stalling" + ], + [ + "student", + "late for class", + "claiming", + "in the washroom", + "stalling" + ], + [ + "late for class", + "washroom", + "stalling" + ], + [ + "late", + "washroom", + "stalling" + ], + [ + "late", + "washroom", + "stalling" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_716", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "manor sounds like manner ", + "The joke is a pun on the word 'manor'. Another word for a castle is a manor. The phrase is typically said 'a manner of speaking' which means 'a way of speaking' or 'a method of telling'.", + "This is a pun on the phrase 'manner of speaking', which is used to say that a statement is true or accurate in a certain way even if it is not literally or completely true. In this case 'manor' is used in place of 'manner' because it sounds similar and 'manor' is another term for a large country house ", + "It's a play on 'manner of speaking'. A manor is another word for a castle.", + "This is a pun on the word manor. The manner in manner of speaking sounds like manor. A manor is a type of home that is large and expensive, like a castle. " + ], + "Joke keywords": [ + [ + "castle", + "manor" + ], + [ + "castle", + "manor of speaking" + ], + [ + "home", + "castle", + "manor" + ], + [ + "castle", + "manor of speaking" + ], + [ + "castle", + "manor" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1091", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_10", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "I think the joke is that 'Fresian' is a breed of horse, and this is a pun because it sounds like 'freezing' which if used instead would imply that the horses are cold in the winter.", + "This is a pun on 'Friesian', which is a breed of horse. It's used here because it sounds like 'freezing' which is a common feeling in the winter", + "This is a failed pun on Friesian/freezin'. Friesian is a breed of horse.", + "This is a pun on the word Friesian. A Friesian is a breed of horse. It sounds like freezing." + ], + "Joke keywords": [ + [ + "" + ], + [ + "winter", + "horses", + "Friesian" + ], + [ + "winter", + "horses", + "Friesian" + ], + [ + "winter", + "horses", + "Friesian" + ], + [ + "winter", + "horses", + "Friesian" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1319", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'rapidly'. Whitewater rafting is rafting on the rapids of a river. To say something 'rapidly' is to say it really fast.", + "", + "Rapid was Tom's speech, and rapid is the whitewater.", + "This is a pun on the word rapidly. It has the word rapid in it, and you can encounter rapids while whitewater rafting." + ], + "Joke keywords": [ + [ + "" + ], + [ + "whitewater rafting", + "rapidly" + ], + [ + "" + ], + [ + "whitewater rafting", + "rapidly" + ], + [ + "whitewater rafting", + "rapidly" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_106", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "curs sounds like cures ", + "", + "", + "It's a pun on curs/cures. It doesn't work though because the use of the word cur, or a 'poorly bred dog', fell out of fashion a long time ago.", + "This is a pun on the word pound. A pound can be a measurement of weight or it can be a place where unwanted or lost dogs go. " + ], + "Joke keywords": [ + [ + "dog", + "curs" + ], + [ + "" + ], + [ + "" + ], + [ + "Neuter", + "dog", + "ounce", + "prevention", + "pound of curs" + ], + [ + "neuter", + "dog", + "ounce", + "pound", + "curs" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_249", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "This is a pun on 'apatite', which is a type of stone. It's used here because it souinds similair to 'appetite' and since it's a stone, it's something that a geologist might study", + "It's a pun on 'loss of appetite'. However it's not well known that apatite is a kind of rock outside the geologist community.", + "This is a pun on the word apatite. Apatite is a kind of mineral and geologists study minerals. Apatite sounds like the word apetite." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "geologist", + "doctor", + "apatite" + ], + [ + "geologist", + "doctor", + "loss of apatite" + ], + [ + "geologist", + "doctor", + "loss of apatite" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_280", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "I think this is supposed to be a joke about the Internet highway being comparable to the Autobahn - a famous European highway. ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "roadkill", + "Infobahn" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_882", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the name 'Brandy'. Brandy is also a word for a type of liquor. The person is a bartender so I suppose the punchline is that their name is coincidentally related to their job.", + "This is a pun on 'Brandy', which is a name but also a type of alcohol a bartender may serve you", + "Brandy is a name and a type of alcohol.", + "This is a pun on \"Brandy\". \"Brandy\" is a type of alcohol a bartender might serve." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Brandy", + "bartender" + ], + [ + "name", + "Brandy", + "bartender" + ], + [ + "Brandy", + "bartender" + ], + [ + "Brandy", + "bartender" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_812", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "A cartoonist is someone who draws cartoons or illustrates, and drawing a last breath essentially means to take your last breath in life, and can be both literal and metaphorical. ", + "", + "Someone that \"draws their last breath\" is someone that takes their last breath. The person that is drawing their last breath here can mean so in the literal and figurative sense because the person discussed is a cartoonist. A cartoonist is someone that draws cartoons.", + "This is a play on words. The phrase \"draw their last breath\" refers to the last moment before someone stops breathing and dies but \"draw their last breath\" also refers to how cartoonists literally draw cartoons.", + "cartoonist normally draw pictures " + ], + "Joke keywords": [ + [ + "OLD CARTOONISTS", + "never die", + "draw their last breath" + ], + [ + "" + ], + [ + "cartoonists", + "draw", + "last breath" + ], + [ + "CARTOONISTS", + "die", + "draw", + "last breath" + ], + [ + "cartoonist", + "draw" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1679", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Lichen is a type of lite fungus, such as moss, and it sounds like the word \"liken\". The phrase \"liken it to\" means to describe something based on a similar object or situation. ", + "Lichen is a type of algae/moss. Here, it is also being used to sound like \"liken.\"", + "Lichen is a slow-growing plant. Moss is a slow growing plant. Lichen sounds like the word liken, liken means to compare the resemblance of something to another thing. Lichen and moss are getting compared.", + "This is a play on words. The word \"lichen\" is a slow-growing plant similar to moss but sounds like \"liken\" meaning to compare to something.", + "" + ], + "Joke keywords": [ + [ + "saw something", + "moss", + "didn't know", + "lichen it to" + ], + [ + "moss" + ], + [ + "moss", + "lichen" + ], + [ + "similar to moss", + "lichen it to" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_400", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. A \"fly\" is a buzzing insect but \"fly\" is also a term for a trouser zip, which is something a tailor is likely to work on.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "fly", + "soup", + "chef", + "tailor" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1525", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "has to know what Epitaphs means " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Epitaphs", + "engraved" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_653", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Beaux refers to the debutante having multiple suitors, but is used also to sound like bows on the dress", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "debutante" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1136", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "This pun is trying to replace the word hopeless with hopless, as in unable to hop. Kangaroos are known for hopping around as their motion of mobility. ", + "Kangaroos are meant to jump. A hopless kangaroo is hopeless", + "Hopless sounds close to hopeless. Hopless is when one cannot jump. The kangaroo cannot jump and is therefore hopless, but also hopeless.", + "This is a play on words. The word \"hopeless\" means without hope but sounds like \"hopless\" meaning a kangaroo unable to hop.", + "hopless is a play on words of hopeless " + ], + "Joke keywords": [ + [ + "kangaroo", + "can't jump", + "hopless" + ], + [ + "kangaroo" + ], + [ + "Kangaroo", + "jump", + "hopless" + ], + [ + "kangaroo", + "can't jump", + "hopless" + ], + [ + "kangaroo", + "hopless" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_149", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "When someone or something is slow to register, it means it doesn't process thing quickly. A slow cashier might be slow at processing things, or, slow to register. A register is a device used by cashiers to take and receipt money, and to sum item values during a purchase.", + "", + "\"Slow to register\" is a saying meaning \"slow to comprehend\". Cashiers work at register. A cashier is someone who handles payments at a register. A register is a machine that calculates payments. This joke is a play on the word register.", + "This is a play on words. The word \"register\" means to understand what's happening but a cash register is also a device used by cashiers in retail work.", + "cashiers uses registers to put the money " + ], + "Joke keywords": [ + [ + "cashiers", + "slow to register" + ], + [ + "" + ], + [ + "cashiers", + "register" + ], + [ + "cashiers", + "slow to register" + ], + [ + "cashiers", + "register" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1351", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "\"Wurst\" sounds like \"worst\". Wurst is a type of sausage. The diners were full, but the wurst was yet to come, meaning something worse was going to happen, or a sausage was coming.", + "This is a play on words. The phrase \"worst was yet to come\" means things are about to get worse but \"worst\" sounds like \"wurst\" meaning meaning a type of sausage. Here, \"the wurst was yet to come\" means the cooked sausage has yet to arrive.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "diners", + "sated", + "wurst" + ], + [ + "diners", + "wurst", + "yet to come" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1606", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "A fuschia is a type of plant. Here, it is used to sound like future", + "Fuchsia is a type of flower. Fuchsia sounds like future. A gardener cultivates plants. The gardener is trying to forget the past and focus on the \"fuchsia\" which might mean flower or might mean future.", + "This is a play on words. The word \"fuchsia\" is a type of flower but sounds like \"future\" meaning time that has yet to come.", + "fuchsia is a type of plant " + ], + "Joke keywords": [ + [ + "" + ], + [ + "resolution", + "gardener" + ], + [ + "new year's resolution", + "gardener", + "fuchsia" + ], + [ + "resolution", + "gardener", + "rely on the fuchsia" + ], + [ + "gardener", + "fuchsia" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_395", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1314", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 4 + ], + "Natural language explanation": [ + "Breaking out in terms of skin condition can mean to have a case of acne, and breaking out in terms of prison means to escape or illegally exit. It's a pun where the inmates were given acne treatment that is typically used for skin acne prevention, but instead to prevent them from escaping prison.", + "A break out in jail is when prisoners escape. An acne break out is when someone has uncontrollable acne.", + "If someone \"breaks out\" on their skin, it often means they are having intense acne formation. Breaking out can also mean escaping. ", + "This is a play on words. The phrase \"breaking out\" means escaping from prison but \"breaking out\" also refers to having an outbreak of acne. ", + "break out is another term for acne " + ], + "Joke keywords": [ + [ + "warden", + "gave", + "inmates", + "acne medication", + "breaking out" + ], + [ + "warden", + "acne" + ], + [ + "warden", + "inmates", + "breaking out" + ], + [ + "inmates", + "acne medicine", + "breaking out" + ], + [ + "imates", + "acne medicine", + "breaking out" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1592", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "When something folds, it could mean that is failed or was unsuccessful. Blankets are typically folded to make them compact and organize them, so it's a play on the word folded in terms of a blanket factory failing.", + "The blanket company \"folded,\" meaning went out of business. Fold also references to fold blankets", + "This is a play on the word fold. People fold blankets. A company that folds is a company that closes down. The word folded was clevery used to describe a blanket factory closing.", + "This is a play on words. The word \"folded\" refers to when a company goes out of business but \"folded\" also refers to blankets being folded or bent over themselves.", + "you fold blankets " + ], + "Joke keywords": [ + [ + "blanket factory", + "folded" + ], + [ + "blanket" + ], + [ + "blanket", + "factory", + "folded" + ], + [ + "blanket factory", + "folded" + ], + [ + "blanket", + "folded" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_10", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "A brooch is a type of fashionable large pin that you typically wear on a jacket of some sort. The idea of pinning something on someone means to find all evidence leading to that person. ", + "A brooch is a type of pin. By being unable to pin the brooch on her, they are unable to \"pin/\"prove her of the chrime", + "To pin something on someone in the figurative sense means to attribute blame of something onto someone. A brooch is an ornament that people fasten to their clothing with a pin. We see two meanings of the word \"pin\" used here.", + "This is a play on words. The phrase \"pin it on\" means to blame or accuse of a crime but \"pin it out\" also means to literally pin or fasten a brooch to an article of clothing.", + "you normally pink a brooch on someone " + ], + "Joke keywords": [ + [ + "suspected", + "stealing a brooch", + "couldn't pin" + ], + [ + "brooch", + "pin", + "stealing" + ], + [ + "stealing", + "brooch", + "pin" + ], + [ + "stealing", + "brooch", + "pin it on her" + ], + [ + "brooch", + "pin" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1998", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_678", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "A grant is a type of stipen or payment given to someone based on a condition or set of conditions. This pun is using someone named grant as a person who is a loan officer, which is similar to a grant.", + "Grants are a type of loan, but is also the name of the speaker", + "Grant is a person's name. The word grant also has the other meaning of being something that is similar to a loan, a monetary gift that does not need to be repaid. ", + "This is a play on words. A \"grant\" is a sum of money given for a purpose but \"Grant\" is also a common first name.", + "grant is a loan" + ], + "Joke keywords": [ + [ + "Grant", + "loan officer" + ], + [ + "grant", + "loan" + ], + [ + "Grant", + "loan officer" + ], + [ + "Grant", + "loan officer" + ], + [ + "grant", + "loan" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1094", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "\"To swallow the harsh whine\" means to put up with complaining. Whine sounds like wine. Cabernet is a type of wine. Wine is an alcoholic drink, whereas whine is a sound made to express a complaint.", + "This is a play on words. To \"whine\" means to complain but sounds like \"wine\" which is an alcoholic drink.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "refused to swallow", + "whine", + "cabernet peddler" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_694", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "A misconception is an incorrect understanding of something. It also means a mis-pregnancy, or a failed pregnancy. ", + "", + "I think this a play on the word conception. Conception means to conceive a child. Misconception sounds like \"miss conception\" or to not conceive when trying to. Misconception is typically used to mean to have misunderstanding. It's a word that cleverly folds in nicely when trying to explain that people have many misunderstandings about getting pregnant.", + "This is a play on words. The word \"misconception\" means a false idea but \"conception\" is also a term for impregnation.", + "" + ], + "Joke keywords": [ + [ + "misconceptions", + "pregnancy" + ], + [ + "" + ], + [ + "misconceptions", + "pregnancy" + ], + [ + "misconceptions", + "pregnancy" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_689", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "Nag is another word for a horse. When someone is nagging, they are complaining. So this joke is using the word nagged as a way to complain about someone who is riding a horse when someone wants them not to.", + "This is a play on words. The word \"nagged\" means annoyed or irritated but \"nag\" is also a term for an old horse.", + "nag is the condition of a horse " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "ride", + "horse", + "nagged" + ], + [ + "horse", + "nagged" + ], + [ + "ride", + "horse", + "nagged" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1590", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 4 + ], + "Natural language explanation": [ + "A bull, or male bovine, is known for charging with its horns. In this case, charge can also mean to require a fee for accessing something. ", + "The farmer will allow people to walk in the field, but the bull may run at them. Here, charges means both to require a fee and to run at.", + "A bull that charges is a bull that runs. To charge someone can also mean to demand payment for service. So, \"the bull charges\" could just mean that the bull is asking for monetary payment.", + "This is a play on words. The phrase \"bull charges\" refers to a bull requesting money but also refers to a bull racing to attack someone.", + "bulls normally charges at people " + ], + "Joke keywords": [ + [ + "farmer allows", + "cross", + "field for free", + "bull charges" + ], + [ + "farmer", + "bull" + ], + [ + "farmer", + "bull", + "charges" + ], + [ + "walkers", + "cross the field", + "free", + "bull charges" + ], + [ + "farmer", + "walkers", + "field", + "bull", + "charges" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1007", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "This pun is replacing season with seasoning, as in seasons greetings which is a phrase often used to express salutations during the holiday season - all in the context of salt and pepper greeting eachother. ", + "This is a play on the phrase \"seasons greetings.\" salt and pepper are both seasonings", + "The text \"seasonings greetings\" sounds like \"seasons greetings\" which is a common phrase used during the holiday season on cards. Salt and pepper are types of seasonings. Salt and pepper are getting personifed and greeting each other.", + "This is a play on words. The phrase \"season's greetings\" is used as an expression of goodwill during winter holidays but \"seasonings greetings\" refers to the fact that seasonings, or spices added to foods, are greeting each other. ", + "salt and pepper are considered seasonings " + ], + "Joke keywords": [ + [ + "salt", + "hi", + "pepper", + "seasonings greetings" + ], + [ + "salt", + "pepper" + ], + [ + "salt", + "pepper", + "seasonings" + ], + [ + "salt", + "' hi'", + "seasonings greetings" + ], + [ + "salt", + "pepper", + "seasonings" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_999", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Knives are sharp, and someone who looks sharp is dressed nicely, or boldly in a flattering way. ", + "Knives are sharp (pointed) weapons. The guy's costume looks sharp {nice).", + "To look sharp is to look good. To look sharp can also mean something that looks like it can cut something. A knife is something that can cut something. ", + "This is a play on words. The word \"sharp\" means dressed nicely but \"sharp\" also refers to how knives are sharp and pointed.", + "knifes are usually sharp to cut " + ], + "Joke keywords": [ + [ + "costume party", + "knife", + "looked sharp" + ], + [ + "costume party", + "knife" + ], + [ + "costume party", + "knife", + "sharp" + ], + [ + "costume", + "knife", + "looked sharp" + ], + [ + "costume", + "dressed", + "sharp" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1571", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "Frondly sounds like friendly. A frond is a leaf of a plant. Seems like frondly is supposed to be a combination of friend and frond.", + "This is a play on words. The word \"friendly\" means nice or pleasant but \"frond\" (as in frondly) is the leaflike part of palm branches that the people in Jerusalem were waving.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Jesus", + "palm branches", + "frondly" + ], + [ + "waved palm branches", + "frondly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_647", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "This pun seems to be chaning the famous star trek phrase \"resistance is futile\" with \"resistance is feudal\". In an archaic feudal system, peasants are at the bottom of society, so the pun jokes on peasants being unable to escape or resist.", + "", + "The feudal system was a system that related to relationships that were derived from the holding of land in exchange for service or labor. Feudal sounds like futile. Futile means ineffective. Peasants work the land to exchange their labor for a place to stay. ", + "This is a play on words. The word \"futile\" means pointless but sounds like \"feudal\" referring to the system of feudalism that utlized peasants.", + "" + ], + "Joke keywords": [ + [ + "difficult", + "escape", + "peasant", + "resistance is feudal" + ], + [ + "" + ], + [ + "peasant", + "feudal" + ], + [ + "peasant", + "resistance is feudal" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1653", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Mist is another word for fog, or lite water particles in the air. When ones mind is fogged, it's not clear, therefore missing opportunities - where mist is replacing the word missed.", + "Fog is misty. Here, mist is used to sound like missed", + "Fog, or a cloud, can be created by mist. Mist sounds like missed. If your mind is cloudy, then you can miss opportunities. ", + "This is a play on words. The word \"missed\" means failed to reach but sounds like \"mist\" meaning small droplets of water in the air, a phenomenon similar to fog.", + "mist is something that happens when it's foggy but also sounds like missed " + ], + "Joke keywords": [ + [ + "mind", + "clouded", + "fog", + "mist some opportunities" + ], + [ + "fog" + ], + [ + "fog", + "mist", + "opportunities" + ], + [ + "mind", + "clouded", + "mist", + "opportunities" + ], + [ + "clouded", + "fog", + "mist", + "opportunities" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1693", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Buzzy is replacing the word busy, and buzz is a sound that is associated with bees.", + "A play on the word \"busy,\" where it is replaced with the word \"buzzy\" to replicate the sound bees make", + "Buzzy is a term used to described the sounds lots of bees make. Buzzy sounds like busy. Bee keepers always manage to keep busy.", + "This is a play on words. The word \"busy\" means having a backed schedule but \"buzzy\" references the buzzing sound that bees make. ", + "buzzy sounds like busy but bees also make buzz noise " + ], + "Joke keywords": [ + [ + "Bee keepers", + "keep buzzy" + ], + [ + "bee keepers" + ], + [ + "bee keepers", + "buzzy" + ], + [ + "Bee keepers", + "keep buzzy" + ], + [ + "bee", + "buzzy" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_793", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "I think the joke is trying to say that husbands leave when there's nobody around? When a fire \"goes out\" it means the fire stops burning. ", + "This is a play on words. A fire \"going out\" when unattended means the fire stops burning if you stop giving it kindling. A husband \"going out\" when unattended means the husband will \"go out\" or leave if he's not receiving attention.", + "fire goes out with water " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "husbands", + "fires", + "go out" + ], + [ + "Husbands", + "fires", + "go out", + "unattended" + ], + [ + "fires", + "go out" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_226", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "", + "Security equipment involves alarms. To be alarmed is to be shocked.", + "To get alarmed means to get concerned about. It seems that to get alarmed can also be taken in the literal sense meaning people receiving alarms, or put alarms on themselves. Salespeople like to see people get \"alarmed\" or concerned because then they'll be able to sell more security equipment. ", + "This is a play on words. The word \"alarmed\" means frightened or disturbed but \"alarmed\" also means having security alarms installed.", + "security normally needs alarms " + ], + "Joke keywords": [ + [ + "" + ], + [ + "salespeople" + ], + [ + "salespeople", + "security equipment", + "alarmed" + ], + [ + "security equipment", + "get alarmed" + ], + [ + "security", + "alarmed" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_845", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "", + "A pair of shoes will contain a shoe for a left foot and right foot. If something is \"not right\" it can often mean that something is not correct. This joke is taking the dual meaning of someone feeling like the shoes are somehow not correct, or it can be interpreted as one of the shoes being for a left foot.", + "This is a play on words. A shoe \"not being right\" means it doesn't feel like it should. However, a shoe \"not being right\" also refers to a shoe being made for the left foot instead of the right foot.", + "theres a left and right shoe" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "shoes", + "right" + ], + [ + "shoes", + "isn' t right" + ], + [ + "shoes", + "right" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1356", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "The word pupil means both the black center of the eye, and also a student. In this pun, it takes on a double meaning of a cross-eyed teacher who can't control his eye pupils, or his students.", + "", + "A teacher has students that they teach. The word pupils can refer to students. It can also refer to the circular center of the iris of the eye. The teacher has crossed eyes. \"The teacher cannot control their pupils\" which can mean that they cannot control their students, or they cannot control the center of their eyes. ", + "This is a play on words. The word \"pupil\" means student but \"pupil\" also means a part of the eye that a cross-eyed person would have difficulty controlling.", + "" + ], + "Joke keywords": [ + [ + "cross - eyed teacher", + "couldn't control", + "pupils" + ], + [ + "" + ], + [ + "cross-eyed", + "teacher", + "pupils" + ], + [ + "cross - eyed teacher", + "couldn' t control", + "pupils" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_11", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "To get licked means get defeated. Licked can also mean to pass the tongue over something. Ice cream is a dessert that is licked, or a food that someone keeps passing their tongue over. The problem was \"defeated\" but the joke uses the word licked which is a verb used to explain how people consume ice cream.", + "", + "you lick icecream " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "ice cream", + "invented", + "licked" + ], + [ + "" + ], + [ + "ice cream", + "licked" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_329", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Weakened sort of sounds like weekend, which consists of Saturday and Sunday. ", + "Weakened (to be weak) is used to sound like weekend (Saturday and Sunday)", + "Saturday and Sunday are days that make up the weekend. Weakened sounds like weekend. To be weakened is to have lost a certain degree of strength. Parting leaves people exhausted which is a form of being weakened.", + "This is a play on words. The word \"weakened\" means exhausted but also sounds like \"weekend\" meaning the time of the week from Saturday to Sunday where most people don't have to work.", + "weakened sounds like weekend " + ], + "Joke keywords": [ + [ + "Partying Saturday and Sunday", + "weakened" + ], + [ + "patrying", + "Saturday", + "Sunday" + ], + [ + "Saturday", + "Sunday", + "weakened" + ], + [ + "Partying", + "Saturday and Sunday", + "feeling weakened" + ], + [ + "Saturday", + "Sunday", + "weakened" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_296", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Molding a young mind means to shape it or support it's development. Mold is also a type of a fungus, so this pun plays on the world mold in the sense of learning about fungus to help develop a young persons mind.", + "Mold is a type of fungus. To \"mold\" a mind is to shape it.", + "Fungus is a type of mold. Studying is something that people do to aquire knowledge, knowledge is held in the mind. ", + "This is a play on words. To \"mold\" means to influence the development of but \"mold\" is also a type of fungus.", + "mold is fungus but used to describe to shape the mind" + ], + "Joke keywords": [ + [ + "Studying fungus", + "mold young minds" + ], + [ + "fungus", + "mold" + ], + [ + "fungus", + "mold", + "young minds" + ], + [ + "fungus", + "mold young minds" + ], + [ + "fungus", + "mold" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1678", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 4 + ], + "Natural language explanation": [ + "", + "", + "Those that are mute struggle to speak and don't speak. \"Mute point\" sounds like \"moot point\" which means a point that is debatable. So, the joke is saying that knowing sign language as a second language is something we can debate on. ", + "", + "sign language u dont really say anything because you dont speak" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "bilingual", + "sign language", + "mute point" + ], + [ + "" + ], + [ + "bilingual", + "language", + "mute" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1367", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Ducks are known to have webbed feet, and a palm reading is when a medium reads a future or some other attribute via someones palm. The web is a term that means the internet, so instead of getting a hand reading, they look for it on the internet, where web can be used to describe both their webbed feet and the internet. ", + "Ducks don't have palms, they have webbed feet. Instead of \"looking for it on the web\" (searching online), they are looking at their webbed feet", + "Ducks don't have palms, they have webbed feet. \"The web\" is a term used to describe the internet. In this case, ducks are looking for their reading on the webs of their feet, or \"the web\" as in the internet. ", + "This is a play on words. The word \"web\" refers to the internet but \"web\" also references how ducks have webbed feet and their webbed feet would be read in the way humans do palm readings.", + "ducks have webbed feet " + ], + "Joke keywords": [ + [ + "Ducks", + "palms read", + "look for it", + "the web" + ], + [ + "ducks" + ], + [ + "ducks", + "palms", + "web" + ], + [ + "Ducks", + "palms read", + "web" + ], + [ + "ducks", + "web", + "palm" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_219", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "A fare is a type of fee for riding a public transport. Fare is a homophonous with fair, which means equal or just. A fair share is a term used to indicate an equal amount or offering. ", + "You have to pay your fair share of the fare", + "Fare sounds like fair. A \"fair share\" means justified amount. A fare is a fee someone has to pay when they're taking public transportation. Paying your \"fare share\" means to pay your bus fee, but it can also mean you need to be fair with paying the driver the correct amount in fare. ", + "This is a play on words. The word \"fair\" means right or just but \"fare\" means the amount of money someone riding public transit is required to pay. ", + "" + ], + "Joke keywords": [ + [ + "ride", + "bus", + "pay", + "fare share" + ], + [ + "bus" + ], + [ + "ride", + "bus", + "fare" + ], + [ + "bus", + "fare share" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_125", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Pest sounds like the word best, and best behavior is when one is acting good and not misbehaving. Pest is an umbrella term for unwanted life, such as bugs, rodents, or other vermin within a house setting. ", + "", + "This is a play on words of \"best behavior\". When someone is on their best behavior, they're well mannered. Pest sounds like best, but pest means to annoy. So, this joke is stating that some kids are on their most annoying behavior.", + "This Is a play on words. The word \"pest\" means an annoying person but sounds like \"best\", which in the context of \"best behavior\" means behaving well.", + "pest sounds like best but also kids can be a pest " + ], + "Joke keywords": [ + [ + "children", + "pest behavior" + ], + [ + "" + ], + [ + "children", + "pest", + "behavior" + ], + [ + "childen", + "pest behavior" + ], + [ + "children", + "pest", + "behavior" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_85", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "An orthopedist is a back specialist or back doctor, and to stand corrected means to admit you were wrong or accept the truth. Stand corrected is the pun, as it can also refer to your back being corrected or treated by the back doctor.", + "An orthopedist is someone who treats bones. The implication here is that the orthopedist has corrected the standing position of the patient, while the speaker has been proven wrong", + "An orthopedist is a doctor that is knowledgeable in taking care of the body's skeletal structure. To be correct is to be free from error. So, to \"stand corrected\" can be taken in the literal sense (a person's skeletal structure is now correct) or the figurative sense (I admit that I was wrong and will stand here corrected). ", + "This is a play on words. The phrase \"stand corrected\" means recognizing you made a mistake but here stand corrected means literally able to stand since orthopedists deal with knee/skeleton injuries.", + "orthopaedics deals with feet and u need feet to stand " + ], + "Joke keywords": [ + [ + "Admitting", + "mistake", + "orthopedist's", + "stand corrected" + ], + [ + "orthopedist" + ], + [ + "mistake", + "orthopedist", + "corrected" + ], + [ + "orthopedist' s patient", + "stand corrected" + ], + [ + "orthopaedic", + "stand" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1920", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "In poker, a fold is a move of surrender - essentially saying you give in because you can't win with your hand. Discarded can mean unusable, so it's a play on the word discarded which can mean they give up their cards as they are feeling unsubale in the current round.", + "To feel discarded is to feel sad/upset. When a poker player folds, they have to discard their cards", + "Dis is a prefix meaning \"opposite of\". To be carded means to have cards, so \" dis\" carded is the oppositve of having cards. Discarded can also mean thrown out. When a poker player folds they are discarding their hand of cards. It's clever to use such words when describing poker players which are players that play with cards. ", + "This is a play on words. The word \"discarded\" means no longer useful but \"discarded\" also references how cards in poker are discarded after a player folds.", + "card is in the word discarded with is used to play in poker " + ], + "Joke keywords": [ + [ + "poker players", + "fold", + "feel", + "discarded" + ], + [ + "poker" + ], + [ + "poker players", + "fold", + "discarded" + ], + [ + "poker players", + "fold", + "discarded" + ], + [ + "poker", + "fold", + "discarded" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_1604", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"pipal\" is a type of fig tree but sounds like \"people\" meaning human beings.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "virus", + "toads", + "herpetologist", + "protect the pipal." + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_416", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_493", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 5, + 3 + ], + "Natural language explanation": [ + "Beaver's are animals that build dam's, or wood-scrap structures built In rivers that prevent water from passing through. Saying something is the best damn thing is a phrase meaning it's really good, so it's a play on that phrase in context of a beaver movie. ", + "", + "Beavers make dams. A dam is a structure that beavers build to protect themselves from predators that could hurt them. A dam can also refer to a manmade structure used to make artificial lakes. The word \"dam\" is insersted after \"best\" to express enthusiasm and joy over something. ", + "This is a play on words. The word \"damn\" is a word used for emphasis but sounds like \"dam\" which is a structure beavers build.", + "dams are places that beavers live in " + ], + "Joke keywords": [ + [ + "beaver movie", + "best dam movie" + ], + [ + "" + ], + [ + "dam", + "beaver", + "movie" + ], + [ + "beaver movie", + "best dam movie" + ], + [ + "beaver", + "movie", + "dam" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_873", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "When someone is spent, it means they are tired or exhausted. An investor is someone who manages money in a way that is lucrative, typically spending money to make money. ", + "Investors spend money. Being spent is to be exhausted", + "To be spent is to be exhausted. Spent is also a word used to explain that you've paid out money on goods or services. An investor is someone who puts money into an organization or entity with the goal of receiving some kind of interest on the amount they put in. ", + "This is a play on words. The word \"spent\" means very tired but \"spent\" also refers to how investors spend money.", + "investors usually spend money " + ], + "Joke keywords": [ + [ + "investor", + "came home from work", + "spent" + ], + [ + "investor" + ], + [ + "investor", + "spent" + ], + [ + "investor", + "work", + "spent" + ], + [ + "investors", + "spent" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1234", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "This is implying that if you continue to walk on the railroad track you may get ran over by a train", + "To feel \"run down\" is to feel exhausted. Walking on train tracks leaves you vulnerable to getting hit by a train or \"run down\" by a train. The joke can mean both things. ", + "This is a play on words. The phrase \"run down\" means very tired from exertion but \"run down\" also refers to how you're likely to get run over by a train if you walk on the tracks.", + "you usuaully run on tracks " + ], + "Joke keywords": [ + [ + "" + ], + [ + "railroad" + ], + [ + "railroad track", + "run down" + ], + [ + "walk", + "railroad track", + "run down" + ], + [ + "track", + "run down" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_509", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "Moby dick is a famous novel about a giant whale, and the word wailed means to exclaim or yell. ", + "", + "Wailed is a sound someone makes when in a state of distress. Wailed sounds like \"whaled\". Moby Dick is the name of a whale found in the book Moby Dick. ", + "This is a play on words. The word \"wailed\" means to cry out but \"wail\" sounds like the animal \"whale\" which was the subject of the book Moby Dick.", + "" + ], + "Joke keywords": [ + [ + "caught", + "Moby Dick", + "wailed" + ], + [ + "" + ], + [ + "Moby Dick", + "wailed" + ], + [ + "Moby Dick", + "wailed" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_190", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 3, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_141", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "In mathematics, cosine is a trig function regarding angles. It also sounds like co-sign, as in an additional party or person signing something such as a loan signature. ", + "A cosine is a mathematical term. Here, it is being used in place of \"co-sign\"", + "Cosine sounds like cosign. To cosign is when someone signs with a borrower for a loan. A cosine is a trigonometric function. A mathmetician does not want to cosine a loan.", + "This is a play on words. The word \"cosign\" means to sign a loan or document jointly with another person. However, \"cosign\" sounds like \"cosine\" which is a mathematical term.", + "cosine is a math term " + ], + "Joke keywords": [ + [ + "mathematicians", + "reluctant", + "cosine", + "loan" + ], + [ + "mathematicians", + "loan" + ], + [ + "mathematician", + "cosine", + "loan" + ], + [ + "mathematicians", + "cosine a loan" + ], + [ + "mathematicians", + "cosine" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1670", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Banks typically apply interest rates on things like loans, which is basically their way of profiting off of your loan payoffs. A conflict of interest is where two things that are involved with eachother have some type of underlying issue. It's a plan on the phrase conflict of interest, as in the two banks have different interest rates.", + "A conflict of interest is a common turn of phrase. Here, it is being used to mean that the banks literally have conflicting interest rates.", + "Conflict of interest means difference in interest. Interest is a return on money invested in an entity. ", + "This is a play on words. The phrase \"conflict of interest\" means a situation where the goals of two different parties are incompatible but \"conflict of interest\" also refers to how the different banks have different interest rates.", + "with the bank you ususally have interest " + ], + "Joke keywords": [ + [ + "Two banks", + "different rates", + "conflict of interest" + ], + [ + "banks" + ], + [ + "banks", + "rates", + "interest" + ], + [ + "banks", + "different rates", + "conflict of interest" + ], + [ + "banks", + "rates", + "interests" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "het_56", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This pun is a play on the word sail, which sounds like sale - as in a major discount on an item or items in a store. Some types of boats, such as sailboats, use giant sails to allow wind to push them. ", + "Boats have sails. Here, sail is used to replace the word \"sale,\" a discount.", + "Sail sounds like sale. A sail is a piece of material extended on a mast to collect wind. A mast is found on a boat. The \"best sail ever\" can be taken in the literal sense, or be understood as the \"best sale ever\". ", + "This is a play on words. The word \"sale\" means a period when a retailer sells goods at discount price but sounds like \"sail\" meaning the wind-catching part of a boat.", + "sails sounds like sale " + ], + "Joke keywords": [ + [ + "boating store", + "best sail" + ], + [ + "boating", + "sail" + ], + [ + "boating", + "best", + "sail" + ], + [ + "boating store", + "best sail ever" + ], + [ + "boating store", + "sail" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1002", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "A seamstress is someone who sews, typically using a pointed needle. This pun is a play on the phrase coming to the point, which means coming a conclusion, but also in reference to a needles point. ", + "", + "A seamstress is someone who sews using pointed needles. Coming to the point could mean to come to the end of something, or to conclude on something. This joke is saying that seamstresses come to the point instead of dying.", + "This is a play on words. The phrase \"come to the point\" means to reach the most important idea but \"come to the point\" also references how seamstresses use needles with points when sewing.", + "" + ], + "Joke keywords": [ + [ + "OLD SEAMSTRESSES", + "never die", + "come to the point" + ], + [ + "" + ], + [ + "OLD SEAMSTRESSES", + "never die", + "come to the point" + ], + [ + "SEAMSTRESSES", + "die", + "point" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1687", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Work out is another way of saying to exercise, so this joke Is a play on the phrase work out as in they wanted to exercise but didn't succeed in doing so.", + "Exercise is a type of work out", + "Working out is another way of saying exercising. Something working out also means it works or happens successfully, but in this case, the person who wanted to exercise didn't work it out successfully. ", + "This is a play on words. For something to not \"work out\" means it didn't happen but to \"work out\" also means to exercise.", + "work out is another word for exercise " + ], + "Joke keywords": [ + [ + "wanted to exercise", + "didnt work out" + ], + [ + "exercise" + ], + [ + "wanted", + "exercise", + "didn't work out" + ], + [ + "exercise", + "didn' t work out" + ], + [ + "exercise", + "work out" + ] + ], + "Annotator_IDs": [ + 2, + 4, + 3, + 1, + 0 + ] + }, + { + "ID": "hom_1573", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "dry can mean a person often says funny things with a serious, calm expression or it can refer to the lack of moisture in a desert ", + "The joke is a pun on the word 'dry'. 'Dry' humor is humor that involves saying humorous things with a very serious and calm tone or expression. In the desert it is very dry because of little moisture and high temperature.", + "This is a pun on 'dry humor', which is known as the deliberate display of emotional neutrality or no emotion, commonly as a form of comedic delivery to contrast with the ridiculousness or absurdity of the subject matter. However it's used here in the literal sense because the desert is a very dry place", + "Get it? Because 'dry' is a kind of comedy and the desert isoh never mind.", + "This is a pun on the word dry. The desert is a dry place." + ], + "Joke keywords": [ + [ + "desert", + "dry humor" + ], + [ + "desert", + "dry humor" + ], + [ + "people", + "desert", + "dry humor" + ], + [ + "desert", + "dry humor" + ], + [ + "desert", + "dry" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_928", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "watt sounds like what", + "The joke is a pun on the word 'watt'. Wattage measures power or amount of electricity. 'Watt' sounds like 'what' and the phrase would normally be 'what is the problem'.", + "This is a pun on the word 'watt', which is a unit of power that is used in electricity, and it's being here to replace 'what was the problem'", + "Electricity is measured in watts, and 'watt' is a play on 'what'.", + "This is a pun on the word \"watt\". The \"what\" in \"what was the problem\" is replaced with \"watt\" which sounds similar. A watt is a measurement of electrical power and this joke is about electricity. " + ], + "Joke keywords": [ + [ + "electricity", + "watt" + ], + [ + "electricity", + "off", + "found out", + "watt was the problem" + ], + [ + "electricity", + "off", + "watt" + ], + [ + "electricity", + "off", + "watt", + "problem" + ], + [ + "electricity", + "watt" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1233", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the name 'Bette'. The name sounds like 'bet' which is what a person does to place money on an outcome in a gambling game.", + "", + "Bette is a female name and gamblers make bets.", + "This is a pun on the word Bette. A gambler makes bets. Bet sounds like Bette. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "Bette", + "gambler" + ], + [ + "" + ], + [ + "Bette", + "gambler" + ], + [ + "Bette", + "gambler" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_356", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'stripes'. I'm not sure what 'of many stripes' means, unless it just means diversity. Referees have black and white stripes on their uniforms.", + "", + "People of many stripes are those that come from multiple backgrounds and referees have striped shirts.", + "This is a pun on the word stripes. People of many stripes can mean a diverse group of people, or people who wear clothing with many stripes on them. Referees wear shirts with stripes on them." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "refereed", + "many stripes" + ], + [ + "refereed", + "stripes" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1194", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "curve is the opposite of straight ", + "The joke is a pun on the phrase 'straight answer'. A straight answer means an honest answer with no spin or different take on it to change the meaning. A curve ball is a ball that curves through the air as it is thrown.", + "This is a pun on curve/ straight. A curve ball is a thing thrown in baseball, but the player wanted a 'straight' answer if his was good or not meaning 'a true answer'", + "A curve ball could refer to a throwing style in baseball, or a tricky question.", + "This is a pun on the word \"straight\". A straight answer is a concise answer that gets to the point. The \"straight\" in \"straight answer\" can also refer to how a baseball is thrown, and is the opposite of a curve ball." + ], + "Joke keywords": [ + [ + "baseball pitcher", + "curve ball" + ], + [ + "baseball pitcher", + "curve ball", + "straight answer" + ], + [ + "baseball pitcher", + "good curve", + "straight answer" + ], + [ + "baseball pitcher", + "curve ball", + "straight answer" + ], + [ + "baseball pitcher", + "curve ball", + "straight" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2201", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The joke is that even though the person sounds like they are saying something along the lines of 'winning is not the only thing that matters', the next part of the sentence where they say 'it's the only thing' shows that winning is the only thing they acknowledge. Therefore winning is the only thing that matters to them and 'winning is everything'.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Winning isn't everything", + "only thing" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_323", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "shalow can mean lacking depth and it can also mean the pond isn't deep ", + "I think the joke has something to do with how his story being 'shallow' means that the pond is 'shallow'. This seems like a failed pun. Shallow has two meanings. One being the physical depth of a body of water, and the other being a lack of content or meaning to something like a story.", + "This is a pun on 'shallow' which in this context means \"not exhibiting, requiring, or capable of serious thought\". It's also used here because shallow can also mean \"of little depth\", like that of a pond", + "Plots are shallow when they're underdeveloped, and ponds are shallow by nature.", + "This is a pun on the word shallow, as shallow can mean something that's not very deep in meaning or complexity, like the plot to his story, or something that's not physically deep, like the pond. " + ], + "Joke keywords": [ + [ + "pond", + "shallow" + ], + [ + "story", + "pond", + "shallow" + ], + [ + "plot", + "pond", + "shallow" + ], + [ + "plot", + "pond", + "shallow" + ], + [ + "plot", + "pond", + "shallow" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1621", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'blush'. Blush has two meanings. Blushing is a reaction of embarassment where a person's face becomes red. Blushing in makeup is applying makeup to the cheek area. A beautician would work with makeup.", + "", + "She blushed because she was embarassed at the quality of her work, and blush is a kind of make-up.", + "This is a pun on the word blushed. Blushed is when someone's cheeks turn red from embarassment. Blushed has the word blush in it. Blush is a type of makeup. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "beautician", + "asked to complete", + "make - up work", + "blushed" + ], + [ + "" + ], + [ + "beautician", + "make-up work", + "blushed" + ], + [ + "beautician", + "make - up", + "blushed." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_381", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "drive can mean driving down the gold field or it can me gumption ", + "The joke is a pun on the phrase 'lose their drive'. A drive in golf is a good swing and hit of the golf ball to launch it closer to the hole. 'Losing one's drive' can also mean losing desire to do something. This doesn't exactly relate to death, but if death instead meant retirement or something similar to quitting, then the joke works.", + "This is a pun on 'lose their drive', which usually is taken as they lost their passion for life, but here it's being used because 'drive' is a term in golf", + "These OLD [PROFESSIONS] never work because the puns are not allusions to death.", + "This is a pun on the word drive. Drive can mean motivation or the force behind something. Drive is also a term used in golfing and this joke is about golfers." + ], + "Joke keywords": [ + [ + "OLD GOLFERS", + "drive" + ], + [ + "GOLFERS", + "die", + "lose their drive" + ], + [ + "old golfers", + "lose", + "drive" + ], + [ + "OLD GOLFERS", + "die", + "lose their drive" + ], + [ + "golfers", + "die", + "lose their drive" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_76", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "", + "", + "This is a pun on 'sentimental value' which is the value of something to someone because of personal or emotional associations rather than material worth. But 'sedimental' is used in it's place because it sounds similar and sediment is found in coffee", + "Sedimental is a play on 'sentimental' - as in the coffee was drunk for emotional value, not taste. Coffee comes from coffee beans, or sediments.", + "This is a pun on the word sedimental. \"Sentimental\" was replaced with \"sedimental\" because they sound similar and sediment is related to coffee because when you make coffee, sediment is left behind." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "coffee", + "sedimental value" + ], + [ + "coffee", + "sedimental value" + ], + [ + "coffee", + "sedimental value" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2144", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD [PROFESSIONS] never work because the puns are not allusions to death.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD GUNS", + "die", + "get loaded" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_451", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "To flag something away means to give it up, and vexillology is the study of flags.", + "This is a pun on the word \"flag. \"Flag it away\" means to get rid of it or give up on it. This phrase has the word \"flag\" in it. Vexillology is the study of flags. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "vexillology", + "flag it away" + ], + [ + "vexillology", + "flag" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_489", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1016", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "pedal sounds like peddel ", + "The joke is a pun on the word 'pedal'. A person riding a bike uses their legs to move the pedals and 'pedal' the bike. A merchant or salesman 'peddles' or sells their wares.", + "This is a pun on the phrase 'pedal his wares', which means to sell goods. It's being used here because of the word 'pedal' which of course is a part of bikes", + "To peddle one's wares means to advertise them to potential buyers. This is also a play on bicycle pedals.", + "This is a pun on the word \"pedal\". They changed the word \"peddle\", which means to sell goods, with the similar-sounding word \"pedal\". A pedal is the part of a bicycle that you push with your feet and the man in the joke is a bicycle salesman." + ], + "Joke keywords": [ + [ + "bicycle salesman", + "pedal his wares" + ], + [ + "bicycle salesman", + "pedal his wares" + ], + [ + "bicycle salesman", + "ankle", + "pedal", + "wares" + ], + [ + "bicycle salesman", + "pedal his wares" + ], + [ + "bicycle salesman", + "broken his ankle", + "pedal his wares" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_55", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "see can mean what an eye does or it can mean to last ", + "The joke is a pun on the phrase 'see me through'. The soup is made with fish eyes, and eyes are used to see. The phrase 'see me through the week' means that the soup should last the entire week.", + "This is a pun on the phrase 'see me through the week' which basically means the soup will last for the week. It's used here because of the relatin of 'fish eye' and 'see'.", + "To see someone through means to provide enough of something for them to last a certain length of time, and it's a pun on seeing eyes.", + "This is a pun on the phrase \"see me through\". \"See me through the week\" means to last the week. The soup has fish eyes in it which can visually see them through the week." + ], + "Joke keywords": [ + [ + "fish eye soup", + "see" + ], + [ + "fish eye soup", + "see me through the week" + ], + [ + "fish eye soup", + "see me through the week" + ], + [ + "fish eye soup", + "see me through" + ], + [ + "fish eye soup", + "see me through" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_434", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "", + "This joke is specifically about the Star Wars franchise and the date May fourth. In Star Wars there is a quote 'may the force be with you' and the date could be said 'May, the fourth', sounding like the quote from the movie.", + "", + "This joke relies on outside knowledge of the Star Wars quote \"May the Force be with you\". It's a self-evident pun explaining why May 4th is Star Wars Day.", + "This is a pun on the word fourth. The joke is talking about May fourth, which is Star Wars Day. Fourth sounds like force. \"May the force be with you\" is a quote from Star Wars. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "May", + "the", + "4th", + "be", + "with", + "you" + ], + [ + "" + ], + [ + "May", + "4th" + ], + [ + "May the 4th", + "be with you" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1496", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "geometry is a math of shapes ", + "The joke is a pun on the phrase 'out of shape'. Being out of shape means that that person needs to exercise and eat better to remain healthy. Geometry is a math class about shapes.", + "This is a pun on the phrase 'out of shape', which usually means that someone lives an unhealthy/ unactive lifestyle. It's used here because shapes are dealt with in geometry ", + "If someone's 'out of shape', it means they need help because they're not feeling/acting like themselves. It's also a pun on the shapes studied in geometry.", + "This is a pun on the word \"shape\". The geometry class was tired because they were out of shape in the sense that they were not fit. Geometry is the math behind shapes. " + ], + "Joke keywords": [ + [ + "geometry", + "all out of shape" + ], + [ + "geometry class", + "always tired", + "out of shape" + ], + [ + "geometry", + "tired", + "out of shape" + ], + [ + "geometry class", + "tired", + "out of shape" + ], + [ + "geometry class", + "tired", + "out of shape" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_835", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "clean can mean to make un-filthy or it can mean scott free ", + "The joke is a pun on the word 'clean'. Soap is used to clean things. A 'clean getaway' means that the culprit was not caught and evaded authorities perfectly.", + "This is a pun on 'clean getaway' which means fleeing the scene in a quick and unnoticeable manner. It's used here because soap is associated with cleaning things", + "A clean getaway implies that the man did not leave any fingerprints behind to implicate him. It's also a reference to what soap does.", + "This is a pun on the word \"clean\". A clean getaway means a successful escape without getting captured. Soap is used to clean things." + ], + "Joke keywords": [ + [ + "soap", + "clean getaway" + ], + [ + "stole", + "case of soap", + "clean getaway" + ], + [ + "stole", + "soap", + "clean getaway" + ], + [ + "stole", + "soap", + "clean getaway" + ], + [ + "stole", + "soap", + "clean getaway" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_686", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'skip'. To 'skip out' from school means to leave school and not attend classes. Skipping rope is playing with jump rope.", + "This is a pun on 'skip out' which in this context is meaning that the friends will leave school early, but it's also being used because you can also literally skip with rope", + "To 'skip out' here means to sneak out of school, and it's a pun on the skipping done with a jumprope.", + "This is a pun on the word \"skip\". The friends could have skipped out on school, which is to not go, or they could've skipped out of the school with a jumprope." + ], + "Joke keywords": [ + [ + "" + ], + [ + "took", + "ropes", + "school", + "skip out" + ], + [ + "friends", + "rope", + "skip out" + ], + [ + "ropes", + "school", + "skip out" + ], + [ + "ropes to school", + "skip out." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1235", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1477", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "track can be something a horse runs on or it can be a path in life ", + "", + "", + "It's not common knowledge that a tack is a piece of equipment used on both horses and sail boats.", + "" + ], + "Joke keywords": [ + [ + "horses", + "new tack" + ], + [ + "" + ], + [ + "" + ], + [ + "horses", + "sailing", + "new tack" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1186", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'woefully'. To say something woefully, means to say it with sorrow or sadness. When trying to get a horse to stop or slow down, one might say 'woah' to the horse.", + "", + "", + "This is a pun on the word \"woefully\". Woefully has the word woe in it, which sounds like whoa. \"Whoa\" is something people say to horses to get them to stop and this joke is about stopping a horse." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Stop, horse", + "cried", + "woefully" + ], + [ + "" + ], + [ + "" + ], + [ + "Stop, horse", + "woefully" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1349", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "magnate sounds like magnet ", + "I don't know what a magnate is, but it sounds like 'magnet' which attracts to other objects depending on their charge. People are attracted to it. 'Magnate' is a pun for 'magnet'.", + "This is a pun on 'magnate' which is defined as \"a wealthy and influential person, especially in business\", which some people may be attracted to, but it's also being used because it sounds similar to 'magnet' which physically has a strong attraction", + "A magnate is a prominent charismatic person in business, and this is a play on 'magnet' - an attracting force", + "This is a pun on the word \"magnate\". A \"magnate\" is a wealthy or influential person, the kind of person people are attracted to in the sense that they want to have a close relationship with them. \"Magnate\" sounds like \"magnet\". Magnets also attract things, but in a physical way." + ], + "Joke keywords": [ + [ + "attracted", + "magnate" + ], + [ + "people", + "strongly attracted", + "magnate" + ], + [ + "people", + "attracted", + "magnate" + ], + [ + "strongly attracted", + "magnate" + ], + [ + "people", + "attracted", + "magnate" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1352", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "boring can mean un-fun or it can mean drilling a hole ", + "The joke is a pun on the word 'boring'. To drill through the earth as an oil well driller, your drill bores through the ground. 'Bore' or 'boring' can also mean 'unentertaining' or very unenergetic. The job may be boring, but it is also a job that involves boring.", + "This is a pun on 'boring' which usually means \"not interesting; tedious\" but 'boring' is also known as the proces of drilling a hole in the earth, which is what an oil well driller does", + "Boring could mean 'uninteresting' or refer to boring into the ground for oil.", + "This is a pun on the word \"boring\". Boring can mean something is not very interesting. It is common to find jobs boring. It can also mean penetrating or drilling into something. Oil well drillers drill into the ground. " + ], + "Joke keywords": [ + [ + "well driller", + "boring job" + ], + [ + "oil well driller", + "boring job" + ], + [ + "oil", + "driller", + "boring", + "job" + ], + [ + "oil well driller", + "boring" + ], + [ + "oil well driller", + "boring job." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_660", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "The X-Files is a TV show about conspiracies. The rhyme about Humpty Dumpty states that he fell.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Humpty Dumpty", + "pushed", + "X-Files" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_816", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1160", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'elimination'. The colon 'eliminates' waste by sending it out of the body. 'Process of elimination' is a method of figuring out an answer by removing wrong answers from the options available.", + "", + "The purpose of the colon is to eliminate waste in the body. The process of elimination is also a study tactic.", + "This is a pun on \"process of elimination\". Process of elimination is when you find the answer through eliminating answers that you know aren't true in order to find the true answer. Process of elimination can also be interpreted as a colon getting rid of human waste." + ], + "Joke keywords": [ + [ + "" + ], + [ + "learned about", + "colon", + "process of elimination" + ], + [ + "" + ], + [ + "med school", + "learned", + "colon", + "process of elimination" + ], + [ + "colon", + "process of elimination" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_83", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'pridefully'. A group or pack of lions is called a pride. To speak pridefully is to speak in a self praising way, or being proud of one's own achievements.", + "", + "A group of lions is called a pride - and Tom is proud to know that! However they are also majestic creatures that get poached by humans, so he shouldn't be.", + "This is a pun on the word \"pridefully\". Pridefully has the word pride in it. A group of lions is called a pride and this joke is about lions." + ], + "Joke keywords": [ + [ + "" + ], + [ + "lion hunter", + "said", + "pridefully" + ], + [ + "" + ], + [ + "lion hunter", + "pridefully" + ], + [ + "lion hunter", + "pridefully" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_394", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "loaded can mean drunk ", + "The joke is a pun on the word 'loaded'. Being drunk can also be called being 'loaded'. Being 'loaded' with work means having a lot of work to do.", + "This is a pun on 'loaded' which in this context is meant to mean he had a lot of work to do, but it's used because 'loaded' can also mean 'being drunk'", + "This is not a well-constructed joke. Who's the first 'He'?", + "" + ], + "Joke keywords": [ + [ + "office drunk", + "loaded with work" + ], + [ + "office drunk", + "loaded with work" + ], + [ + "office", + "drunk", + "loaded" + ], + [ + "office drunk", + "loaded with work" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1222", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "mint sounds like meant ", + "The joke is a pun on the word 'mint'. Mint is another word for a print of a coin. The phrase the word is used in is usually said 'meant to be' meaning 'fated' or 'destined' but the word 'meant' was replaced with 'mint' because it's a joke about coins. No context, so that it the entirety of the joke.", + "", + "The Mint is in charge of making coins - it's a play on 'meant to be'.", + "This is a pun on the word \"mint\". The word \"meant\" has been replaced by the similar-sounding word \"mint\" because \"mint\" means to make a coin by stamping metal and this joke is about coins. " + ], + "Joke keywords": [ + [ + "Coins", + "mint" + ], + [ + "Coins", + "mint to be" + ], + [ + "" + ], + [ + "Coins", + "mint" + ], + [ + "Coins", + "mint to be" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_793", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'intoned'. Singing involves using one's voice at different tones. To 'intone' something is to say or recite with little rise and fall of the pitch of the voice.", + "", + "To intone something means to say it with not much rise and fall in vocal pitch. It's also a play on the musical tones Tom sings.", + "This is a pun on the word \"intoned\". Intoned is when you say something with a little rise and fall of the pitch of your voice, kind of like singing, and this joke is about singing." + ], + "Joke keywords": [ + [ + "" + ], + [ + "singing", + "intoned" + ], + [ + "" + ], + [ + "singing", + "intoned" + ], + [ + "singing", + "intoned." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1834", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "dead can mean not alive or it can mean very ", + "The joke is a pun on the word 'dead'. Morticians work on making the body of the deceased look good for being displayed in a casket at a funeral or wake. The phrase 'dead gorgeous' generally is used to mean 'very gorgeous'.", + "", + "A mortician's job is to dress up corpses for burial, and 'dead gorgeous' is a general phrase meaning 'very attractive'.", + "This is a pun on the word \"dead\". Dead gorgeous is a phrase that means extremely beautiful. It has the word dead in it and this joke is about morticians. Morticians put makeup on dead people to make them look less pale and more beautiful." + ], + "Joke keywords": [ + [ + "Morticians", + "dead gorgeous" + ], + [ + "Morticians", + "dead gorgeous" + ], + [ + "" + ], + [ + "Morticians", + "dead gorgeous" + ], + [ + "Morticians", + "dead gorgeous." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2173", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "final goal can mean an ultimate achivement or it can mean a hokey goal ", + "", + "", + "This may be that rare OLD [PROFESSIONS] joke that actually works because the pun here implies finality. Achieving their final goal means the hockey players are self-actualized, both athletically and in their life's legacy.", + "This is a pun on the word \"goal\". A goal can mean an objective. It can also refer to the net that hockey players hit pucks into to win points. This joke is about hockey. " + ], + "Joke keywords": [ + [ + "HOCKEY PLAYERS", + "final goal" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD HOCKEY PLAYERS", + "die", + "final goal" + ], + [ + "HOCKEY PLAYERS", + "die", + "goal" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_621", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "dentists use a drill and drill can also mean military drills ", + "The joke is a pun on the word 'drill'. Drill corps are training groups in the military. Dentists use drills to dig into teeth that need fillings.", + "", + "Drill corporals are army officers that make soldiers do warm-up exercises. It's also a pun on the drilling that dentists do with teeth.", + "This is a pun on the word \"drill\". Drill corps has the word drill in it. A dental drill is an instrument used by dentists and this joke is about dentists." + ], + "Joke keywords": [ + [ + "Army dentists", + "drill corps" + ], + [ + "Army dentists", + "drill corps" + ], + [ + "" + ], + [ + "Army dentists", + "drill" + ], + [ + "Army dentists", + "drill corps" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1140", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on the word \"agreed\". Agreed has the word greed in it. Greed is a strong desire for something, like money or food. This joke is about a guy who is greedy and wants to eat lots of cake." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "eat seventeen cakes", + "agreed" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_962", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'operate'. A doctor who goes into surgery would call the procedure 'operating'. The phrase 'knows how to operate' means they know the method of doing something. This could have many meanings, but the joke implies a sexual context.", + "", + "This joke is too vague to work. What did she operate?", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Doctor' s daughter", + "knew how to operate" + ], + [ + "" + ], + [ + "Doctor's daughter", + "operate" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1195", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "humerus sounds like humorous ", + "The joke is a pun on the word 'humerus'. The humerus is the name of a bone in the body. It sounds like 'humorous' which means funny. The name of the nerve that they hit is also called the 'funny bone' because of the way it makes the arm feel numb when hit.", + "This is a pun on 'humerus' which is the largest bone in the human arm, but it's also used because it sounds exactly like 'humorous', which is what you'd call something that's funny", + "The funny bone (technically a bundle of nerves) is located in the humerus. A humorous incident is one that's funny.", + "This is a pun on the word \"humerous\". The incident was \"humorous\" because he hit his funny bone. The word \"humorous\" has been replaced by the similar-sounding word \"humerus\" because a \"humerus\" is a type of bone." + ], + "Joke keywords": [ + [ + "funny bone", + "humerus" + ], + [ + "fell", + "funny bone", + "humerus incident" + ], + [ + "doctor", + "funny bone", + "humerus" + ], + [ + "" + ], + [ + "funny bone", + "humerus" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1336", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "fission sounds like fishing ", + "The joke is a pun on the word 'fission'. Nuclear physicists perform scientific procedures, one of which is called 'nuclear fission'. 'Fission' sounds like 'fishing' so it sounds like for vacation they went on a fishing trip.", + "This is a pun on 'fission' which is a reaction in which the nucleus of an atom splits into two or more smaller nuclei, but it's being used here because it sounds like 'fishing trip' which is what some people might take a vacation for ", + "", + "This is a pun on the word \"fission\". The word \"fishin'\" has been replaced by the similar-sounding word \"fission\". \"Fission\" is a type of nuclear reaction and is a concept in nuclear physics. This joke is about nuclear physicists." + ], + "Joke keywords": [ + [ + "nuclear physicist", + "fission trip" + ], + [ + "nuclear physicist", + "vacation", + "fission trip" + ], + [ + "nuclear physicist", + "vacation", + "fission" + ], + [ + "" + ], + [ + "nuclear physicist", + "vacation", + "fission trip" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_998", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "kidding can mean joking or it can mean kids as in a child goat ", + "", + "This is a pun on 'kidding' which in this context means the boy was joking about wanting to raise goats, but it's also used because 'kidding' is the term used for when goats give birth", + "To kid is to joke, and a kid is a baby goat.", + "This is a pun on the word \"kidding\". Kidding has the word kid in it. A kid is a baby goat. The joke is about goats." + ], + "Joke keywords": [ + [ + "goats", + "kidding" + ], + [ + "" + ], + [ + "raise", + "goats", + "kidding" + ], + [ + "raise goats", + "kidding" + ], + [ + "goats", + "kidding." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_598", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is probably that Eskimos live in cold weather. No real punch line. The format does not work for this joke and therefore the setup of death has nothing to do with the joke(?) that eskimos live in cold places.", + "", + "While this isn't a particularly funny joke, at least the pun works this time. Eskimos go cold out in the ice and snow, and go cold again when they die.", + "This is a pun on the phrase \"go cold\". Go cold can refer to dying, or it can refer to a low temperature. This joke is about eskimos who live in a cold climate." + ], + "Joke keywords": [ + [ + "" + ], + [ + "ESKIMOS", + "cold" + ], + [ + "" + ], + [ + "OLD ESKIMOS", + "die", + "go cold" + ], + [ + "ESKIMOS", + "die", + "cold" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_2093", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "clocks have arms, and legs run ", + "The joke is a play on the phrase 'time would run out'. Time 'running out' means that the time left before an event happens or something ends is drawing closer. Legs are used to run, so if a clock had legs, the joke is that it would 'run out' which sounds like the clock is running outside.", + "This is a pun on 'run out' which in this context is implying in the literal sense that if a clock had legs it would run away and leave, but by 'run out' it really means that time would stop", + "The clocks owner could run out of time to do something or, literally, watch their clock use their legs to run out.", + "This is a pun on the phrase \"run out\". Run out, in reference to time, usually means that there is not much time left. But because this joke is about a clock that has legs, it can mean that the clock is literally running out of the house." + ], + "Joke keywords": [ + [ + "clock", + "legs", + "run" + ], + [ + "clock", + "legs", + "time", + "run out" + ], + [ + "clock", + "legs", + "run out" + ], + [ + "clock", + "legs", + "time", + "run out" + ], + [ + "clock", + "legs", + "time would run out." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1283", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "out cold can mean knocked unconsious and cold means temperature ", + "The joke is a pun on the words 'out cold'. Hail is a meteoroligcal effect of ice forming in the air and pelting the earth and typically only happens in cold weather. Getting hit in the head could knock some one unconscious, which could also be called being 'knocked out cold'.", + "This is a pun on 'knocked out cold' which usually means someone was struck with so much force that they became unconscious, but it's also used here because of 'cold' which is associated with hail storms", + "The joke doesn't really work because hail isn't caused by low temperatures.", + "This is a pun on the word \"cold\". To be knocked out cold means to go unconscious. This phrase has the word \"cold\" in it. The person in the joke is out in a hail storm, so the temperature is low and they felt cold before that were knocked out." + ], + "Joke keywords": [ + [ + "hail storm", + "out cold" + ], + [ + "hit on the head", + "hail storm", + "knocked out cold" + ], + [ + "hit", + "hailstrom", + "knocked out cold" + ], + [ + "hit", + "hail storm", + "knocked out cold" + ], + [ + "hit on the head", + "hail storm", + "knocked out cold" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1942", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "Both watches and clocks tell time.", + "This is a pun on the phrase \"wound up\". Wound up is another way of saying \"ended up\". \"Wound up\" can also refer to when you turn the knob/key/crank on a watch or clock to keep it running. This joke is about watches." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "watch batteries", + "clock shop" + ], + [ + "watch", + "wound up" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_880", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "", + "", + "This is a pun on 'Fiat' which is a small Italian car, but it's also used in place of 'fate sealed' because it sounds similar to Fiat and to have one's fate sealed means a particular outcome for one is assured", + "The joke relies on outside knowledge of what a Fiat is: a compact Italian car. The guy sealed his 'fate' by driving his Fiat into the shrink-wrap machine.", + "This is a pun on the phrase \"Fiat sealed\". His fate is \"sealed\" because he ran into a shrink wrap machine and shrink wrap is used to seal up things. The word \"fate\" has been replaced by the similar-sounding word \"Fiat\" because a \"Fiat\" is an import car from Italy and this joke is about someone driving a small import car. So his fate was sealed when he literally had his Fiat car sealed in shrink wrap. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "drove", + "small import", + "fiat" + ], + [ + "small import", + "shrink-wrap", + "fiat sealed" + ], + [ + "small import", + "shrink - wrap machine", + "Fiat sealed." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1648", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 4, + 3 + ], + "Natural language explanation": [ + "tier sounds like tear ", + "The joke is a pun on the words 'shed a tier'. The phrase sounds like 'shed a tear' which means to cry or be very sad about something. An architect who is told their building is too large or expansive may have to 'shed' or remove a level or 'tier' of the building to make it smaller.", + "This is a pun on 'tier' which is a a row or level of a structure, typically one of a series of rows placed one above the other and successively receding or diminishing in size, but it's alos used here because it sounds like 'tear' which is what you may shed if you were told your building plans were too grandiose", + "He probably shed a tear in the moment, and then took the blueprint down a tier, or building level.", + "This is a pun on the word \"tier\". The word \"tear\" has been replaced by the similar-sounding word \"tier\" because \"tier\" can refer to the way rows of seats are stacked up in a stadium and this joke is about a stadium. Alternatively, \"tier\" can refer to the relative level of something, as in \"high tier\". \"High tier\" is another way of saying \"grandiose\", and in the joke the architect's design is described as \"grandiose\"." + ], + "Joke keywords": [ + [ + "stadium", + "shed a tie" + ], + [ + "told", + "design", + "too grandiose", + "architect", + "shed a tier" + ], + [ + "design", + "grandiose", + "tier" + ], + [ + "stadium", + "too grandiose", + "shed a tier" + ], + [ + "When told his design for a stadium was too grandiose, the architect shed a tier." + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1013", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'tap'. The water that comes in to the sinks of a house is typically referred to as 'tap' water. 'Tapping' into something means to draw something from it.", + "This is a pun on 'tap' which as a noun is a device by which a flow of liquid or gas from a pipe or container can be controlled, but a verb, 'tap' means \"draw a supply from\"", + "To tap into an ability is to rely on it to complete a task, and it's a pun on water taps that plumbers assemble.", + "This is a pun on the word \"tap\". Tap can mean when you access something, in this case the plumber's natural abilities. \"Tap\" can also refer to a faucet. This joke is about plumbers and plumbers fix faucets." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Plumbers", + "tap", + "natural abilities" + ], + [ + "Plumbers", + "tap", + "abilities" + ], + [ + "Plumbers", + "tap", + "abilities" + ], + [ + "Plumbers", + "tap" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1297", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on the word \"khan\". A \"khan\" is a Mongol ruler. It sounds like \"con\", which is when you trick someone. This joke is about a Mongol ruler who is known to trick people." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Mongol leader's", + "chicanery", + "khan" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1335", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 3, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun on the word 'reword'. The phrase is typically 'it's own reward' but the word 'reward' was replaced with 'reword'. A pun 'rewords' or rephrases or replaces a word in the sentence to make a joke, in the attempt that the word replaced was something clever for sounding similar or having a double meaning.", + "", + "This statement implies that people should make puns just for the sake of them, and in a self-referential twist, 'its own reward' became 'its own reword', which is literally what a pun is.", + "This is a pun on the word \"reword\". The word \"reward\" has been replaced by the similar-sounding word \"reword\" because \"reword\" means to state in different words, which is essentially what a pun is. This joke is extra funny because it is a pun about puns." + ], + "Joke keywords": [ + [ + "" + ], + [ + "pun", + "own reword" + ], + [ + "" + ], + [ + "pun", + "own reword" + ], + [ + "pun", + "reword" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1039", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "This joke is a play on the word venn, as in venn diagram which draws comparisons between things. Venn sounds like when.", + "", + "This is a pun on the phrase 'matter of when', which basically means it's only a matter of time before a certain event happens. In this case, 'Venn' is used because it sounds similar to 'when' and a Venn diagram shows the common relations between 2 sets", + "A Venn diagram illustrates all possible logical relations between a finite collection of sets and here it's used as a play on when.", + "This is a pun on the word \"Venn\". The word \"when\" has been replaced by the similar-sounding word \"Venn\" because \"Venn\" is a type of diagram that illustrates all possible logical relations between a finite collection of sets, which is what this joke is all about." + ], + "Joke keywords": [ + [ + "possible", + "relations", + "collection of sets", + "matter of", + "venn" + ], + [ + "" + ], + [ + "relations", + "sets", + "venn" + ], + [ + "logical relations", + "sets", + "if but Venn" + ], + [ + "all possible logical relations between a finite collection of sets", + "Venn" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "het_1472", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on the word \"Marion\". The word \"marryin'\" is replaced by the similar-sounding \"Marion\" because \"Marion\" is a female name and this joke is about women." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "women", + "single", + "Marion" + ] + ], + "Annotator_IDs": [ + 7, + 6, + 5, + 8, + 9 + ] + }, + { + "ID": "hom_1616", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "rambling means keeps talking and went on and on is another phrase for that ", + "The joke is that the subject is trying to join the rambling club but the person he's talking to in order to join is rambling, or talking on and on, which ironically prevents the subject from joining the club.", + "Rambling is lengthy speech without much direction. Rambling is commonly found to be off-putting. The person in the joke wants to join a rambling club. They were put off by the rambling.", + "Rambling clubs are for people who like to walk; ramble also means to talk excessively. Here, the speaker is joking that the person on the phone is doing the latter", + "This pun is a joke on the idea of rambling, which means to just talk mindlessly or without much purpose. Going on and on could mean you're rambling, or talking on and on without end. " + ], + "Joke keywords": [ + [ + "rambling", + "on and on" + ], + [ + "rambling club", + "on and on" + ], + [ + "rambling", + "club" + ], + [ + "rambling", + "club" + ], + [ + "join", + "local rambling club", + "guy I spoke to", + "on and on" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2227", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "you need hooks for fishing ", + "This joke a a play on words. To be \"hooked\" means to be addicted to an activity but \"hooked\" also references how fishermen uses a hook to reel fish in.", + "When someone is fishing, they use fishing hooks to catch fish. To be hooked on something is to be very interested and enthusiastic about something. This joke is a play on the word hook.", + "In order to fish, you need to use a physical hook. One can get hooked (interested) in the sport", + "A hook is used in fishing, and to get hooked on something means to get addicted or find much interest in it. " + ], + "Joke keywords": [ + [ + "sport fishing", + "hooked" + ], + [ + "fishing", + "hooked" + ], + [ + "sport", + "fishing", + "hooked" + ], + [ + "fishing", + "hook" + ], + [ + "sport fishing", + "get hooked" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_399", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "you use pencils to draw ", + "This joke is a play on words. The word \"draw\" means a tie in a race or competition but \"draw\" also means to use a pencil to make a visual representation of something.", + "Pencils are tools used to draw pictures. A draw can also mean a tie. \"The outcome was a draw\" can mean that the outcome was a drawing, or the outcome was a tie since the pencils are in a race. This joke is a play on the word draw.", + "A draw means both a tie and to etch something", + "A draw, in a competition, is a surrender from both teams resulting in nobody winning. Pencils can be used to draw things physically in terms of visual arts." + ], + "Joke keywords": [ + [ + "pencils", + "draw" + ], + [ + "pencils", + "race", + "draw" + ], + [ + "pencils", + "race", + "draw" + ], + [ + "pencils", + "draw" + ], + [ + "Two pencils", + "race", + "outcome", + "draw" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_292", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "tail is in the word retail and animals has tails ", + "This joke is a play on words. The word \"retail store\" means a store that sells goods to the public. However, a \"re-tail\" store is a store that re-sells tails, or the hindmost parts of animals, back to animals.", + "A tail is the hindmost part of an animal. A retail store is a store that sells goods and services to customers.To \"re tail\" is to put the tail back on to something. If an animal loses its tail it should go to a retail store, which sounds like \"re tail\" store to fix it. This joke is a play on the word retail.", + "A retail store is one where someone buys misc items, although here the joke means re-tail (new tail)", + "A retail store is a store that sells textile goods amongst other things. The pun is a plan on the word retail, where it can also refer to an animal losing its tail." + ], + "Joke keywords": [ + [ + "tail", + "animal", + "retail" + ], + [ + "animal", + "looses", + "tail", + "retail store" + ], + [ + "animal", + "tail", + "retail" + ], + [ + "animal", + "retail" + ], + [ + "animal loses", + "tail", + "retail store" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_473", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "I think gladly has to do something with flowers ", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "flowers", + "gladly" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_897", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "harold sounds like herald which is a news paper ", + "This is a play on words. The word \"herald\" means an official messenger bringing news but sounds like \"Harold\" which is a common first name.", + "", + "The name Harold is used in place of herald, a messenger", + "" + ], + "Joke keywords": [ + [ + "harold", + "messenger" + ], + [ + "Harold", + "messenger" + ], + [ + "" + ], + [ + "harold", + "messenger" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1083", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "planes goes up ", + "This is a play on words. The phrase \"looking up\" means things are improving. However, \"looking up\" also refers to literally gazing up towards the sky, since airplanes allow us to travel through the air.", + "\"Looking up\" means for a situation to be optimistic. When people look at flying airplanes they look upwards toward the sky. We can be optimistic now that the airplane was invented. This joke is a play on the term looking up.", + "People have to look up to see airplanes", + "Airplanes make air transport possible, in the sky. The sky is up, so the pun is about the quality of transport being improved, or looking up, because of airplanes." + ], + "Joke keywords": [ + [ + "airplane", + "looking up" + ], + [ + "airplane", + "invented", + "looking up" + ], + [ + "airplane", + "invented", + "looking up" + ], + [ + "plane" + ], + [ + "airplane", + "invented", + "things", + "looking up" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1935", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "roses has thornes ", + "", + "Every rose has its thorn\" is a saying generally used to teach an important fact about humans not being perfect. Roses have thorns. ", + "", + "" + ], + "Joke keywords": [ + [ + "rose", + "thorn" + ], + [ + "" + ], + [ + "rose", + "thorn" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_345", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"grimly\" means in a serious or gloomy manner but \"grimly\" also references the Brothers \"Grimm\" who are known for their fairy tales that often involve princesses.", + "\"Once upon a time\" is an open that is commonly used in how fairy tales are started. The Grimms' Fairy Tales are a popular German collection of fairy tales. Grimly means serious or depressing. Tom is discussing a possible Grimms' Fairy tale grimly, or seriously. This joke is a play the word grim.", + "", + "The brothers grim " + ], + "Joke keywords": [ + [ + "" + ], + [ + "princess", + "grimly" + ], + [ + "once upon a time", + "grimly" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_612", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "pencils tips need to be pointy to write ", + "This is a play on words. The word \"pointless\" means having little purpose but \"pointless\" also refers to a blunt pencil not having a point, or sharp end.", + "Pencils that are sharp have a sharp point at the end. For something to be pointless is for something to be without direction. Pointless can also be understood literally, something without a point. This joke is a play on the word point.", + "", + "A blunt object means it is not sharp, or lacks a pointed edge. The pun is from the word pointlessly, which can also mean without reason but also referring to a blunt pencil. " + ], + "Joke keywords": [ + [ + "pencil", + "blunt", + "pointlessly" + ], + [ + "pencil", + "blunt", + "pointlessly" + ], + [ + "pencil", + "blunt", + "pointlessly" + ], + [ + "" + ], + [ + "pencil", + "blunt", + "pointlessly" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_9", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "construction workers makes stairs ", + "This is a play on words. The word \"staring contest\" refers to when two people maintain eye contact as long as possible. However, \"staring\" sounds like \"stairing\". Here, by having a \"stairing contest\" the construction workers are engaged in a contest that involves building stairs.", + "A stair is a set of steps. Stair sounds like stare.To stare at someone is to look at someone. A staring contest is a contest involving two people looking at each other without blinking. It's a common activity kids engage in when they're bored. Construction workers build stairs. The construction workers are having a stairing contest, or a contest involving stair building. This phrase can sound like the construction workers are having a staring contest. This joke is a play the word stair.", + "The assumption is that the construction workers were working on stairs, as they stared at each other", + "A staring contest is when two people stare at eachother to see who can last the longest. However, this joke is a play on the word stairing, which could refer to building stairs which is something a construction worker might be tasked with doing. " + ], + "Joke keywords": [ + [ + "construction worker", + "stairing" + ], + [ + "construction workers", + "stairing contest" + ], + [ + "construction workers", + "stairing", + "contest" + ], + [ + "contruction workers" + ], + [ + "construction workers", + "stairing contest" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_506", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"secretive\" means not revealing information but \"secretion\" refers to a discharged substance like saliva.", + "Salivary glands secrete saliva. Secrete means to produce. Secretively means to go about quietly and hidden from others. Secretively is a play on the word secrete and secret.", + "", + "Salivary glands are responsible for saliva in the mouth, and they secrete saliva. This pun makes joke to that by using the word secretively as an adjective." + ], + "Joke keywords": [ + [ + "" + ], + [ + "won' t tell", + "salivary glands", + "secretively" + ], + [ + "salivary glands", + "secretively" + ], + [ + "" + ], + [ + "salivary glands", + "secretively" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1395", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "fisherman and pianist deals with scales in there profession ", + "This is a play on words. The word \"scale\" means bony plates protecting the skin of a fish but a \"scale\" is also a set of musical notes.", + "Scales can refer to the scales on a fish, which are small bony plates on a fish. Scales can refer to musical scales, or a set of notes in order of their pitch. A fisherman fishes, but this fisherman is also a pianist. Scales in this case can mean fish scales or musical scales.", + "Both fish and pianos have scales", + "A fisherman catches fish, which contain scales on their body. In music, a scale is an order or notes that fall into an octave and create chords, so the pun is the fisherman also being a great pianist who knows his scales." + ], + "Joke keywords": [ + [ + "fisherman", + "pianist", + "scales" + ], + [ + "fisherman", + "pianist", + "expert", + "scales" + ], + [ + "fisherman", + "pianist", + "scales" + ], + [ + "fisherman", + "pianist", + "scales" + ], + [ + "fisherman", + "pianist", + "expert with scales" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_548", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "spoon stir stuff ", + "This is a play on words. The phrase \"don't stir\" means don't move but \"stir\" also means to move a spoon around a liquid. ", + "Stir means move, or to mix thoroughly. Stir is a verb commonly used with spoons (so spoons stir, or mix drinks thoroughly for example). The person thinks they are a spoon. \"Sit there and don't stir\" means \"sit there and don't move\". This is a play on the word stir.", + "Spoons stir", + "" + ], + "Joke keywords": [ + [ + "spoon", + "stir" + ], + [ + "I' m a spoon", + "don't stir" + ], + [ + "spoon", + "sit", + "stir" + ], + [ + "spoon", + "doctor" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1743", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "realtor sells homes ", + "This is a play on words. The word \"home\" is a place where people live that realters work to sell, but the word \"Homer\" is a first name.", + "", + "Realtors provide homes (home-er)", + "Homer is a name and contains the word home in it. A realtor is someone who sells homes." + ], + "Joke keywords": [ + [ + "homer", + "realter" + ], + [ + "name", + "Homer", + "realter" + ], + [ + "" + ], + [ + "realtor" + ], + [ + "Homer", + "realtor" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1499", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "nurses used gauze for people in surgery ", + "This is a play on words. The phrase \"absent without cause\" means abandoning work without justification. However, \"cause\" sound like \"gauze\", which is a fabric commonly used by nurses to provide medical treatment.", + "A surgery nurse will use gauze as a medical dressing for wounds. Cause sounds like gauze. Employee absenteeism is a phrase used to describe frequent lack of attendance at work without valid reason. ", + "A play on \"without cause,\" as gauze is a medical equipment", + "Gauze is replacing the word cause her, as in absent without cause which means not in attendence for no reason. Gauze is a material used in surgery or stopping blood flow in open wounds or lacerations. " + ], + "Joke keywords": [ + [ + "surgery", + "nurse", + "gauze" + ], + [ + "surgery nurse", + "absent without gauze" + ], + [ + "surgery", + "nurse", + "gauze" + ], + [ + "nurse" + ], + [ + "surgery nurse", + "absent without gauze" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_197", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_946", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "driving ambition means a lot of deterimation but you also drive with cars", + "This is a play on words. The word \"driving ambition\" means a great desire to achieve something but \"driving\" also means to literally drive or operate a car or vehicle.", + "A car is a vehicle people drive in. Driving means to operate a motor vehicle. \"Driving ambition\" means having a great desire to do or achieve something. It can also be taken in the literal sense, that someone has the ambition to drive (as in, operate a motor vehicle).", + "The boy has a lot of ambition to drive", + "Driving ambition could mean an intense focus or ambition on achieving something. Saving up for a car requires a lot of focus and will power to save accordingly. It's a pun on the word driving as it refers to being both ambitious and the action of driving a vehicle. " + ], + "Joke keywords": [ + [ + "car", + "driving", + "ambition" + ], + [ + "car", + "driving ambition" + ], + [ + "boy", + "car", + "driving" + ], + [ + "car" + ], + [ + "boy", + "car", + "driving ambition" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1042", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "emgagement rings has diamonds in it ", + "This is a play on words. The phrase \"diamond in the rough\" means a person of good character who lacks manners or style. However, \"ruff\" is a sound a dog makes so a \"diamond in the ruff\" is a diamond inside a dog's stomach (due to the dog swallowing the diamond).", + "Ruff is a word used to describe the sound a dog makes when they bark. An engagement ring has a diamond on it. A \"Diamond in the rough\" is a saying meaning someone who has talent but is not educated or socially skilled. A dog swallowing a diamond, the diamond is now \"in the ruff\" or in the dog.", + "Diamond in the rough is a common phrase. Here, it is using ruff as a pun, since ruff is the sound dogs make", + "An engagement ring my typically contain a diamond on it. A diamond in the rough is a phrase that people use to describe a great thing found within a poor environment or poor situation, and the phrase here is replacing the word rough with ruff, which is an onomatopoeia of a sound a dog makes. " + ], + "Joke keywords": [ + [ + "dog", + "swalloed", + "engagement ring", + "diamond" + ], + [ + "dog swallowed", + "engagement ring", + "diamond in the ruff" + ], + [ + "dog", + "engagement ring", + "diamond" + ], + [ + "dog", + "engagement ring" + ], + [ + "dog swallowed", + "engagement ring", + "diamond in the ruff" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2132", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "you need to push the car if it runs out of gas ", + "This is a play on words. The phrase \"push his luck\" means to take a risk assuming he'll be successful. But here, since the car is a \"lucky car\", \"pushing his luck\" refers to the subject of the joke needing to physically push his car due to the car breaking down.", + "To push one's luck is to risk one's good fortune. The car was a lucky car, possibly meaning that it was lucky that it came into his possession. It was not longer a thing to own when he had to push his luck, this could be interpreted as he had to start pushing his car.", + "He had to physically push his car after it unluckily broke down", + "Pushing luck is expecting luck to carry a situation too far until it doesn't, and in this pun, the joke is that your car is lucky until it fails somehow and you have to push it physically cause it may have died. " + ], + "Joke keywords": [ + [ + "lucky car", + "push his luck" + ], + [ + "lucky car", + "push his luck" + ], + [ + "lucky", + "car", + "push" + ], + [ + "luck", + "car" + ], + [ + "lucky car", + "push his luck" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1253", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"decreasing\" means becoming less in amount but \"de-creasing\" also refers to how irons remove creases, or lines in cloth, from clothing.", + "", + "", + "An iron is a household object used to flatten on creases or wrinkles in clothing. Sales that are decreasing means they are going down, and it's a pun on the word decrease." + ], + "Joke keywords": [ + [ + "" + ], + [ + "sales of irons", + "decreasing" + ], + [ + "" + ], + [ + "" + ], + [ + "sales of irons", + "decreasing" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1265", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 1, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. To follow \"religiously\" means to be very devoted to something but \"religious\" also means devoted to a religion or spritual ideology, like Buddhists are.", + "Lama in Tibetan buddhism means spiritual leader. \nA llama is an animal that can be found in Peru. Llama and lama sound the same but mean different things. The buddhists following their lamas can sound like the buddhists are following their llamas (or animals). ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Buddhist", + "followed", + "religiously" + ], + [ + "Buddhist", + "lamas", + "religiously" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_959", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 0, + 0 + ], + "Natural language explanation": [ + "frank means candid but also the the person frank sinatra ", + "This is a play on words. The word \"frank\" means honest and direct but \"Frank\" is also the first name of famous singer Frank Sinatra, who was referenced earlier in the joke.", + "Frank Sinatra was a famous American singer. To \"be frank\" is to be candid, or open about something. Tom is being \"perfectly frank\" which can mean Tom is being perfectly direct, or Tom is impersonating Frank Sinatra perfectly.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "impression", + "Sinatra", + "frank" + ], + [ + "impression", + "Sinatra", + "frank" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_125", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"possessive\" means demanding someone's total attention but \"possessive\" is also a term for a noun that shows ownership.", + "A possessive noun is a noun that shows ownership of an item. Possessive nouns are commonly taught in English grammar classes. Sometimes a romantic relationship will fail because someone was being too possessive. The words noun and verb are getting personified here.", + "A joke on the term \"possesive noun\"", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "noun", + "dating", + "broke up", + "possessive" + ], + [ + "noun", + "verb", + "dating", + "possessive" + ], + [ + "noun", + "verb" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_630", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "seafood has animals with scales ", + "This is a play on words. The phrase \"small scale\" means a limited size but a \"scale\" is also one of the bony plates protecting the skin of a fish.", + "Fish are a type of seafood. Fish have scales, some fish have small scales. Scales are a bony plate that protect the fish. For a business to start out on a small scale means a business that starts out quite small, it doesn't have a lot of employees. The joke is using \"small scale\" in a business sense, but also to relate to scales on fish. ", + "Most seafood have scales", + "Some types of seafood, like fish, have scales. Something starting off on a small scale means it starts out on a small level." + ], + "Joke keywords": [ + [ + "seafood", + "scale" + ], + [ + "Seafood operations", + "small scale" + ], + [ + "seafood", + "operations", + "small scale" + ], + [ + "seafood", + "scale" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1940", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"spin\" is a term in politics meaning to control or influence communication but \"spin\" also means to cause something to whirl around quickly, like a merry-go-round.", + "To put a spin on something is to put a different perspective on something, or describe a situation in a biased way. To spin means to revolve rapidly. A merry-go-round is an amusement park ride that spins rapidly. Politicians are known for twisting, or spinning a story to put themselves in a more favorable light. ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Politicians", + "merry - go - round", + "spin on it" + ], + [ + "politicians", + "merry-go-round", + "spin" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_229", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a play on words. The expression \"boils down to\" means this is the key summary but \"boils\" also reference that boiling is a common method used to cook eggs.", + "Boiling is a type of cooking method that involves heating a liquid to the point where bubbles form. There are different ways that eggs can be prepared, and boiling eggs is one way. \"What it boils down to is this\" is a saying that is expressing what the most important aspect of something is. In this case, \"eggs taste good\" is the most important aspect. \nThis is a play on the word \"boil\". ", + "", + "Boils down to means something that is reaching conclusion on a main point. A common cooked version of eggs are boiled eggs." + ], + "Joke keywords": [ + [ + "" + ], + [ + "boils down to", + "eggs" + ], + [ + "boils", + "eggs" + ], + [ + "" + ], + [ + "boils down to", + "eggs taste good" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1424", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "wheelbarrow roll when you push them ", + "This is a play on words. The expression \"don't let people push you around\" means don't let people boss you around but \"push\" also references that wheelbarrows are pushed, or moved forward by force.", + "A wheelbarrow is a cart with a single wheel in the front and two supporting legs and handles at the back. A wheelbarrow is something people push when they move it around. \"Don't let people push you around\" is a saying meaning do not let people intimidate or coerce you into doing something you do not want to do. The person is saying that people tell them that they are a wheelbarrow and a wheelbarrow gets pushed around.", + "Wheelbarrows get pushed", + "" + ], + "Joke keywords": [ + [ + "wheelbarrow", + "push" + ], + [ + "wheelbarrow", + "push you around" + ], + [ + "wheelbarrow", + "push you around" + ], + [ + "doctor", + "wheelbarrow" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_766", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "calfs are found at a dairy farm ", + "", + "\"What a catch\" in terms of dating is a saying that explains that a person has desirable qualities. The joke is referencing a dairyman's daughter. A dairyman is a person that sells dairy products and dairy products come from cows. A calf is a baby cow. \"What a calf\" sounds close to \"what a catch\". The joke is saying that the dairyman's daughter is has desirable traits. ", + "", + "" + ], + "Joke keywords": [ + [ + "dairyman's", + "calf" + ], + [ + "" + ], + [ + "dairyman", + "daughter", + "calf" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1871", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. A \"fledgling\" is a young bird but a \"fledgling\" is also a person who is inexperienced or new at something.", + "A fledgling is another word for young bird. Fledgling can also be used to describe a person that is new or without experience. The author is new or without experience. This is a play on the word \"fledgling\".", + "To be fledgling is to be new at it. Baby birds are also called fledglings", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "baby bird", + "novel", + "fledgling author" + ], + [ + "baby bird", + "novel", + "fledgling author" + ], + [ + "baby bird", + "author" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1165", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "skiers ski down hill ", + "This is a play on words. The phrase \"go downhill\" means to deteriorate or worsen but \"go downhill\" also refers to how skiers travel down hills when they ski.", + "To \"go downhill\" can be understood in the literal sense of someone moving downhill. It can also be understood as something decreasing in quality. There is a type of skiing called downhill skiing. The joke is saying that skiiers do not die, they just decrease in quality, or \"go downhill\". ", + "", + "Skiing is a sport where you sled downhill on two separate boards via snow terrain. The pun is that instead of dying, the go downhill which means to lose control on one's life or their life quality diminishes. " + ], + "Joke keywords": [ + [ + "skiers", + "downhill" + ], + [ + "SKIERS", + "die", + "downhill fast" + ], + [ + "skiers", + "downhill" + ], + [ + "" + ], + [ + "OLD SKIERS", + "never die", + "go downhill" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1225", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "bullfighters need to be macho at what they do with the bulls ", + "This is a play on words. The phrase \"much to be desired\" means causing disappointment but \"much\" sounds like \"macho\" meaning showing proud masculinity. Here, \"macho to be desired\" means that the bullfighter's timidity was not macho/did not demonstrate proud masculinity.", + "\"Macho to be desired\" sounds close to \"much to be desired\". Macho means having qualities considered manly, and timidity would not fit what macho means. Timidity means lacking in courage or confidence in one's self. Timidy is the opposite of what macho represents.", + "The timid bullfighter was not considered macho. Macho here is used to replace \"much\"", + "" + ], + "Joke keywords": [ + [ + "bullfighters", + "timidity", + "macho" + ], + [ + "bullfighter' s", + "timidity", + "macho", + "desired" + ], + [ + "bullfighter", + "timidity", + "macho" + ], + [ + "bullfighter" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2166", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "concrete is made out of cement ", + "This is a play on words. To \"cement\" something means to firmly establish but \"cement\" is also another term for concrete.", + "Cement can mean to seal permanently, but it can also refer to the powdery substance made with clay that is used in buildings. Cement is an ingredient in concrete. Concrete is a mixture of aggregates. The joke is saying that you should seal in your mind the correct formula for concrete.", + "", + "" + ], + "Joke keywords": [ + [ + "concrete", + "cemet" + ], + [ + "formula", + "concrete", + "cement" + ], + [ + "formula", + "concrete", + "cement" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1736", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "baloney is a type of food but used as not worthy ", + "This is a play on words. The word \"baloney\" means foolish talk or nonsense but \"baloney\" is also a kind of lunch meat.", + "Baloney can mean bologna which is a type of sausage. Baloney can also mean foolish. \"Food for thought\" means something to think about. This pun is using a word which means foolish but also means a type of sausage to explain what some food for thought is.", + "", + "" + ], + "Joke keywords": [ + [ + "food", + "baloney" + ], + [ + "food for thought", + "baloney" + ], + [ + "food for thought", + "baloney" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_588", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "rabbits usualy hop ", + "This is a play on words. The phrase \"happy life\" means living a joyful existence but \"happy\" sounds like \"hoppy\". The phrase \"hoppy life\" references how rabbits hop or jump around to get from place to place.", + "Rabbits are mammals that hop when they move. To hop is to jump. \"A hoppy life\" sounds like \"a happy life\". The joke is saying that rabbits tend to be happy, but are using the word hoppy in place of happy because rabbits hop.", + "A play on words using \"hoppy\" (what rabbits do) to replace \"happy\"", + "Hoppy sounds like happy, and rabbits hop. " + ], + "Joke keywords": [ + [ + "rabbits", + "hoppy" + ], + [ + "Rabbits", + "hoppy life" + ], + [ + "rabbits", + "hoppy", + "life" + ], + [ + "rabbits" + ], + [ + "Rabbits", + "hoppy life" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1959", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "Clothes sounds like close, but good clothes open doors, meaning being well dressed opens opportunities for people. ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "clothes", + "open all doors" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_504", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"evilly\" means having evil, immoral or wicked intent. However \"Eve\" references the Biblical character who forced Adam to eat from the Tree of Life in the Old Testament.", + "Clothes sounds like close, but good clothes open doors, meaning being well dressed opens opportunities for people. ", + "", + "Adam and eve is a classic biblical story about temptation. Evilly is an adjective for sinister or evil behavior, and has the word eve in it." + ], + "Joke keywords": [ + [ + "" + ], + [ + "tempt Adam", + "evilly" + ], + [ + "tempt", + "Adam", + "evilly" + ], + [ + "" + ], + [ + "tempt", + "Adam", + "evilly" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1515", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 4, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "constellations are found in the space in the galaxy ", + "This is a play on words. The term \"consolation prize\" means a prize given to someone who fails to win. However, \"consolation\" sounds like \"constellation\" which is a group of stars that astronomers study.", + "An astronomer is someone that studies the stars, or constellations. A \"Constellation prize\" sounds like \"consolation prize\" which is a prize given to a runner-up in a contest. ", + "Constellation (astronomy) is being used to replace consolation", + "A consolation prize is a prize given to someone who fails to win, and is a gesture of good efforts - and it sounds like the word constellation, which refers to systems of galaxies and astronomical bodies. An astronomer is someone who studies space, so it's a pun on the topic of astronomy. " + ], + "Joke keywords": [ + [ + "astronomer's", + "galaxy", + "constellation" + ], + [ + "astronomer' s", + "didn' t win", + "constellation prize" + ], + [ + "astronomer", + "Galaxy Award", + "constellation prize" + ], + [ + "astronomer", + "constellation" + ], + [ + "astronomer's", + "project", + "didn't win", + "Galaxy award", + "constellation prize" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_189", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "long drive is a term used in when golfing ", + "This is a play on words. The word \"long drive\" means having to travel a long way by car. However, \"long drive\" also refers to how a \"drive\" is a long-distance shot in golf.", + "In golf, to swing a long drive is to hit a golf ball quite far. A long drive can also refer to how long you have to travel in a vehicle to get to a destination point. This is a play on the term \"long drive\". ", + "This joke plays on long drive as in commute, but also a long drive as in hitting a golf ball", + "A drive is an action in golf, where you drive the club to strike the ball. The pun is that is you will need to drive a long time in order to golf, physically driving in a car. " + ], + "Joke keywords": [ + [ + "golf", + "long drive", + "course" + ], + [ + "golf", + "favorite course", + "long drive" + ], + [ + "golf", + "course", + "long drive" + ], + [ + "golf" + ], + [ + "golf", + "favorite course", + "long drive" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2200", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "fair deal means reasonable but also a carnival is also a fair ", + "This is a play on words. The word \"fair\" means right or just but a \"fair\" is also a common term for a traveling carnival.", + "A fair deal means a just transaction. A fair is a public event involving rides, which is much like a carnival. ", + "A carnival is a type of fair", + "A fair deal is an acceptable or good deal, and fair is also another word for a carnival. " + ], + "Joke keywords": [ + [ + "fair", + "carnival", + "deal" + ], + [ + "sold his carnival", + "Fair deal" + ], + [ + "carnival", + "fair deal" + ], + [ + "carnival", + "fair" + ], + [ + "guy", + "sold", + "carnival", + "fair deal" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2032", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "cul de sac road you can't go any farther and would have to turn around ", + "This is a play on words. The term \"dead end job\" means a job with little chance of advancement but \"dead end\" is also the end of a road where no exit is possible, also known as a cul-de-sac. Here, a \"dead end job\" entails building a street with a dead end.", + "A dead end job is a job without career development. A dead end can refer to a street that has no through road. A cul-de-sac is a street that is closed at one end, which is a dead end. ", + "A cul-de-sac is kind of like a dead end street", + "A cul-de-sac is a type of circular road structure typically found in neighborhoods or residential areas that loops back around to the original road. It's also a dead-end, meaning it doesn't continue to anwhere new. A dead-end job is a job that leads to nothing in the future." + ], + "Joke keywords": [ + [ + "cul de sac", + "dead end" + ], + [ + "cul - de - sac", + "dead - end job" + ], + [ + "cul-de-sac", + "dead - end job" + ], + [ + "cul-de-sac", + "dead end" + ], + [ + "Building", + "cul - de - sac", + "dead - end job" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_373", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"rough estimate\" means a general guess but a \"rough\" is also an area of a golf course covered in tall grass.", + "", + "This is playing on the term \"rough\" in golfing, which is a different texture green", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "golfer", + "rough estimate" + ], + [ + "" + ], + [ + "golfer", + "rough" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_643", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "forty is in the word fortitude which also how many was gone ", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "fifty", + "ten", + "fortitud e" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1751", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 5 + ], + "Natural language explanation": [ + "", + "", + "Getting stoned refers to being under the influence of a drug (typically marijuana) and 1970s America experienced a strong war on drugs. A stone is a hard substance found in the ground, another word for it is rock. In ancient times, if someone did something criminal, they would get rocks thrown at them as punishment. This also means to get stoned. This joke is a play on the term \"getting stoned\".", + "", + "This joke is playing on the word stoned, which has two meanings here. The first meaning is being stoned by physical stones, a harsh punishment that was practiced in more ancient times. The second meaning is the act of getting stoned, which is a slang term for being high on some type of drug, which is commonly associated with the 1970's." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "1970's", + "getting stoned" + ], + [ + "" + ], + [ + "only similarity", + "ancient times", + "1970's", + "people getting stoned" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1435", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "advanced means to give ahead of time and they gave the allowance early ", + "This is a play on words. The word \"advanced\" means having brought forward an idea but an \"advance\" is an amount of money received upfront.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "allowance", + "advanced", + "two weeks" + ], + [ + "allowance", + "advanced" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1422", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "bach was a person who made music ", + "This is a play on words. \"Bach\" is the the name of a famous classical composer but sounds like \"bark\" as in the famous expression \"his bark is worse than his bite\" . Vampires are known for biting but since the vampire tortured his victims with music, his \"Bach\", or the classical music he plays, is worse than his bite.", + "Bach was a famous musical German composer. The joke is replacing the word \"bark\" with the word \"Bach\" because \"Bach\" sounds like \"bite\". When someone's \"bark is worse than their bite\", you mean that they seem much more unpleasant than they really are. ", + "Here, Bach (a classical musician) is used in place of bark in the common phrase \"his bark is worse than his bite\"", + "" + ], + "Joke keywords": [ + [ + "vampire", + "tourture", + "music", + "bach" + ], + [ + "vampire", + "music", + "Bach", + "worse than", + "bite" + ], + [ + "music", + "Bach", + "bite" + ], + [ + "vampire", + "bach", + "music" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1144", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. To \"table\" something means to postpone it for later but \"table\" is also an item of furniture that would be part of a dinette set.", + " A carpenter is a worker who builds or repairs wooden structures. Dinette sets (which have a table as a part of them) are often made of wood. The meaning of the expression \"We can table this\" means to postpone a discussion.", + "To table the discussion is to put it (metaphorically) away for another time. Here, the term table alludes to them working on a dining set, as tables are part of the dining room", + "A dinette set is a smaller dining set with a table and chairs. To table something means to close it or put it away for the time being. It's a play on the phrase table the discussion in relation to building a dinette set." + ], + "Joke keywords": [ + [ + "" + ], + [ + "dinette set", + "table the discussion" + ], + [ + "dinette set", + "table the discussion" + ], + [ + "carpenters", + "dinette" + ], + [ + "carpenter's", + "argued", + "dinette set", + "table the discussion" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_780", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1859", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "when theres no lights it looks black ", + "This is a play on words. The term \"in the black\" refers to when a company has positive earnings but \"in the black\" also means submerged in darkness due to the electricity being cut.", + "To be \"in the black\" refers to a company's profitability. If a company is in the black, it has positive earnings. \nTo be \"in the black\" can mean to be in in the dark. Cutting out all electricity can mean not using any lights, so that means being in the dark. The people are both in the dark and financially experiencing positive earnings.", + "", + "When a business is in the black, it means they went under or failed. Cutting eletricity, or going without lighting, can also result in physically in the black, or a black out. " + ], + "Joke keywords": [ + [ + "money", + "electricity", + "black" + ], + [ + "save money", + "company", + "cut", + "electricity", + "in the black" + ], + [ + "save money", + "electricity", + "in the black" + ], + [ + "" + ], + [ + "save money", + "company", + "cut", + "electricity", + "in the black" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_156", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "model are usually reffered as bombshells ", + "", + "The air force drops bombs which is an explosive device. A bombshell not only means an artillery shell, but it can also mean someone that is very attractive. Models are typically attractive people that wear or display an item in order to sell it. ", + "", + "" + ], + "Joke keywords": [ + [ + "air force", + "bombshell", + "model" + ], + [ + "" + ], + [ + "model", + "air force", + "bombshell" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2004", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"motions\". A motion can refer to a proposal given at a meeting. It can also refer to the physical notion of moving, such as the shaking of an earthquake. The meeting is about earthquakes.", + "A motion can be a request from someone in the meeting to vote on something or refer to the literal motion caused by earthquakes.", + "This is a pun on 'motions' which in the context of meetings means a formal proposal put to a legislature or committee", + "The joke is a pun. The shaking of the earth during an earthquake can be called 'motions'. In a meeting, a 'motion' is a vote or decision to be made by the group.", + "" + ], + "Joke keywords": [ + [ + "meeting about earthquakes", + "motions" + ], + [ + "meeting", + "earthquakes", + "several motions" + ], + [ + "meeting", + "earthquakes", + "motions" + ], + [ + "meeting", + "earthquakes", + "several motions" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_188", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"pullet\". The word \"bullet\" in the Superman quote \"faster than a speeding bullet\" has been replaced by the similar-sounding word \"pullet\" because a \"pullet\" is a young hen and this joke is about chasing chickens.", + "This joke relies on uncommon outside knowledge that a pullet is a young hen. 'Pullet' is also a play on 'bullet'.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "kill a chicken", + "faster than a speeding pullet" + ], + [ + "kill", + "chicken", + "speeding pullet" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1225", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "", + "Grass can refer to the grass on the lawn or slang for cannabis.", + "This is a pun on the phrase \"keep off the grass\" , which works in this context because 'grass' is another term for marijuana which is something people would want you to keep off of if you're at a re-hab center", + "I think the joke is a pun. A sign saying 'keep off the grass' generally means not to step on the grass yard or lawn. Since this is a drug re-hab center, 'grass' could refer to marijuana.", + "grass can mean marajuana or it can mean grass on the ground " + ], + "Joke keywords": [ + [ + "" + ], + [ + "lawn", + "re-hab", + "'Keep off the Grass'" + ], + [ + "sign", + "re-hab center", + "keep off grass" + ], + [ + "sign", + "drug re - hab center", + "Keep off the Grass" + ], + [ + "drug re - hab", + "Keep off the Grass" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_408", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a pun on the word \"bale\". To \"bail out\" means to get out of a commitment. The word \"bail\" in \"bail out\" has been replaced by the similar-sounding word \"bale\" because a \"bale\" is a bundle of cotton and this joke is about cotton-pickers.", + "These OLD [PROFESSIONS] never work because the puns are not allusions to death.", + "This is a pun on the word 'bale', which in this context means a bundle of cotton. However the alternate spelling of 'bail' means to leave or end something abruptly ", + "The joke is a pun. 'Bale out' sounds like 'bail out' which means to leave or escape. A bale is a bundle of hay or other plants, which may include cotton.", + "bale sounds like bail " + ], + "Joke keywords": [ + [ + "cotton - pickers", + "die", + "bale out" + ], + [ + "cotton-pickers", + "die", + "bale out" + ], + [ + "cotton", + "pickers", + "bale" + ], + [ + "cotton - pickers", + "die", + "bale out" + ], + [ + "cotton - pickers", + "bale out" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1310", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"truss\". The word \"trust\" in \"trust issues\" has been replaced by the similar-sounding word \"truss\" because a truss is a part of a bridge and this joke is about bridge builders.", + "A truss is an architectural structure often used in bridge building and it's used here as a pun on 'trust'.", + "This is a pun on \"trust issues\" , but 'truss' is used instead because it sounds similar and because it means \"to support, strengthen, or stiffen by a framework of beams\", like that of a bridge", + "The joke is a play on words. Builders or engineers construct with a variety of shapes that have different levels of structural integrity, with one of them being called a 'truss'. 'Truss' sounds like 'trust', so it sounds like builders have 'trust issues'.", + "truss sounds like trust " + ], + "Joke keywords": [ + [ + "dating bridge builders", + "truss issues" + ], + [ + "bridge builders", + "truss issues" + ], + [ + "dating", + "bridge builders", + "truss" + ], + [ + "dating", + "bridge builders", + "truss issues" + ], + [ + "bridge builders", + "truss issues" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_493", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"hash\". To \"hash it over\" means to have a discussion to come to a resolution. It has the word hash in it. Hash is a type of food and this joke is about cooks.", + "To 'hash it over' means to talk something out, and here it's also a pun on hash browns - a type of food.", + "", + "The joke is a pun. To 'hash' something over means to work out the issues between two people. 'Hash' could refer to food items like hash browns, as they are cooks.", + "" + ], + "Joke keywords": [ + [ + "cooks", + "disagreed", + "hash it over" + ], + [ + "cooks", + "disagreed", + "hash it over" + ], + [ + "" + ], + [ + "cooks", + "disagreed", + "hash it over" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1693", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1527", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "This is a pun on the word \"collect\". To collect oneself means to calm down after an emotional event. The word Collect can refer to when you gather up something, like when the IRS gathers up people's tax money. It's kind of ironic for the IRS agent, whose job it is to collect tax money, to evade taxes himself.", + "Collecting oneself means calming onself down after an emotional reaction. Here it's also a play on the taxes that IRS agents collect.", + "This is a pun on \"collect himself\" which in this context means the IRS agent had to pull himself together emotionally. \"collect himself' is also being used because IRS agents collect taxes", + "The joke is a pun. 'Collecting' one's self means to calm down and organize or prepare to handle something. Paying taxes is sometimes called tax collection.", + "collect can mean tax collection or it can mean to pull one's self together" + ], + "Joke keywords": [ + [ + "shocked IRS agent", + "tax evasion", + "collect himself" + ], + [ + "IRS agent", + "found guilty", + "collect himself" + ], + [ + "IRS agent", + "evasion", + "collect" + ], + [ + "IRS agent", + "guilty", + "tax evasion", + "collect himself" + ], + [ + "IRS agent", + "tax evasion", + "collect himself" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_712", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"deal\". The phrase \"What's the deal\" means you don't understand the why behind something. People negotiate to reach a deal, or solution that benefits all parties involved.", + "", + "This is a joke simply on the fact that negotiations are deals", + "The joke is a pun. Another word for 'negotiations' is a 'deal'.", + "" + ], + "Joke keywords": [ + [ + "What' s the deal", + "negotiations" + ], + [ + "" + ], + [ + "deal", + "negotiations" + ], + [ + "deal", + "negotiations" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_246", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_279", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 4, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a biblical reference to the birth of Jesus. The wise men would've ridden on camels to visit the baby Jesus with presents before Joseph apparently chided them for parking their camels on his lawn.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "star", + "camels", + "my lawn" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1625", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"makeup\". a Makeup session\" can refer to a class session that you take later because you missed it. It can also refer to the time you spend putting on makeup or cosmetics. This joke is about beauty school, where you takes classes on makeup.", + "makeup session' could be a meeting with the teacher to compensate for lost time, or refer to cosmetics that students practice with at beauty school.", + "This is a pun on 'makeup session' which is when you have to do extra assignments to make up for the ones that you missed. But, it also works here because 'makeup' itself is a beauty accessory", + "The joke is a pun. Beauty school involves cosmetology and makeup. A 'makeup session' can mean a scheduled date to make up a missed class.", + "makeup can mean a second chance or it can mean cosmetics " + ], + "Joke keywords": [ + [ + "miss a class", + "beauty school", + "makeup session" + ], + [ + "class", + "beauty school", + "makeup session" + ], + [ + "class", + "beauty school", + "makeup" + ], + [ + "miss", + "class", + "beauty school", + "makeup session" + ], + [ + "beauty school", + "makeup session" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_971", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_689", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 1, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a pun on the word \"hi\". The word \"high\" has been replaced by the similar-sounding word \"hi\" because \"hi\" is a greeting that can be conveyed by waving at someone and this joke is about someone who waves at people instinctively. It is natural because he didn't intend to actually greet anyone, he waved without thinking about it.", + "", + "", + "I think the joke is a pun. 'A natural hi' sounds like it's supposed to be 'a natural high' as in feeling high either from drugs or medicine or simply feeling good. 'Hi' is the shorter form of hello.", + "hi sounds like high " + ], + "Joke keywords": [ + [ + "instinctively waves at people", + "natural hi" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "instinctively waves", + "natural hi" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_405", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"mint\". mint can mean like new condition. It can also be a plant that has a strong flavor that they put in toothpaste/mouthwash. This joke is about mouthwash bottles.", + "mint condition' means the bottles are like new in their preservation and it's a pun on a common mouthwash flavor.", + "This is a pun on 'mint condition' which usually means a state of being like new, which is how collectors like to keep their items. But it's also being used because 'mint' is a common flavor of mouthwash", + "The joke is a pun. Mouthwashes typically have a mint flavor. Something being in 'mint' condition means that it is in perfect condition and has not been touched.", + "mint can mean pristine or it can mean mint flavored " + ], + "Joke keywords": [ + [ + "mouthwash bottles", + "mint condition" + ], + [ + "mouthwash bottles", + "mint condition" + ], + [ + "mouthwash", + "mint", + "condition" + ], + [ + "collects", + "mouthwash bottles", + "mint condition" + ], + [ + "mouthwash bottles", + "mint condition" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_204", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"remarked\". \"Remarked can mean to comment on something. It can also mean to make marks again. This joke is about someone checking the score on their exam again and re-marking it.", + "A remark is a comment, and it's a pun on Tom's desire to have the exam re-graded, or 'remarked'.", + "", + "The joke is a pun. Another word for a grade or score is a 'mark'. Tom 'remarked' his statement, which simply means to make a comment, but it could sound like he is regrading.", + "" + ], + "Joke keywords": [ + [ + "check the score", + "exam again", + "remarked" + ], + [ + "score", + "exam", + "remarked" + ], + [ + "" + ], + [ + "check", + "score", + "exam", + "again", + "remarked" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1532", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "This is a pun on the word \"rich\". Rich can refer to a food containing a large amount of fat, spices, sugar, etc. It can also mean having a lot of money. This joke is about cake with coins in it.", + "rich' can refer to the cake's consistency, or the wealth provided by the coins that fell in.", + "This is a pun on 'rich' which in food means a dish containing a large amount of fat, spices, sugar, etc, but in the regular sense 'rich' means having a great deal of money or assets which could be attributed to having a lot of coins", + "The joke is a pun. Having a lot of money would make somebody 'rich', and coins had fallen into the batter. When a cake is very moist and flavorful it is often called a 'rich' cake.", + "rich can mean wealthy or it can mean fatty food " + ], + "Joke keywords": [ + [ + "coins fell into the batter", + "rich cake" + ], + [ + "coins", + "batter", + "rich cake" + ], + [ + "coins", + "batter", + "rich" + ], + [ + "coins", + "fell into", + "batter", + "rich cake" + ], + [ + "coins", + "batter", + "rich cake" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_656", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"navel\". The word \"naval\" has been replaced by the identical-sounding word \"navel\" because a \"navel\" is a belly button and this joke is about a guy who looks at his belly button.", + "navel' is both a pun on naval officers and a synonym for 'belly button'. On top of that, this is a playful jab at the Navy.", + "This is a pun on 'navel officer' which is an admiral in the navy, but it also works here because another name for belly button is navel", + "The joke is a pun. 'Navel' means belly button. The word sounds like 'naval'. A naval officer is someone in the military specifically serving on ships on the sea or in submarines.", + "naval sounds like navel " + ], + "Joke keywords": [ + [ + "belly button", + "navel officer" + ], + [ + "stared", + "belly button", + "navel officer" + ], + [ + "belly button", + "navel officer" + ], + [ + "stared", + "belly button", + "promoted", + "navel officer" + ], + [ + "belly button", + "navel officer" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1586", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"sorely\". The word \"sorely\" has been replaced by the similar-sounding word \"sawly\" because \"sawly\" has the word \"saw\" in it, which is a tool a lumberjack might use to cut wood. This joke is about an ex-lumberjack.", + "Lumberjacks use saws to cut, and 'sawly' is a pun on 'sorely'.", + "", + "The joke is a play on words. The word 'sawly' is used in place of 'sorely' in a phrase that would be 'sorely missed'. This means missed by others a great deal. A saw is generally used to cut wood in a lumberjack job.", + "sawly sounds like sorely " + ], + "Joke keywords": [ + [ + "ex - lumberjack", + "sawly missed" + ], + [ + "ex-lumberjack", + "sawly missed" + ], + [ + "" + ], + [ + "ex - lumberjack", + "sawly missed" + ], + [ + "ex - lumberjack", + "sawly missed" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_18", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"squares\". Squares are boring people who play it safe and aren't adventurous. \"Squares\" are also shapes. This joke is about geometry, the study of shapes. ", + "A 'square' is someone that spends a lot of time studying at the expense of their social life, and geometry is literally the study of square shapes.", + "This is a pun on 'sqaures', which are commonly know as the shape which are found in geometry but 'square' also means a type of nerd which could also be found in a math class", + "The joke is a pun. Squares are a basic shape in geometry. Calling someone a 'square' is slang for saying they're 'lame' or 'uncool'.", + "sqaures can mean the shape or uncool people " + ], + "Joke keywords": [ + [ + "geometry class", + "squares" + ], + [ + "advanced geometry", + "squares" + ], + [ + "geometry", + "class", + "squares" + ], + [ + "geometry", + "class", + "full of squares" + ], + [ + "geometry class", + "squares" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1144", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"jester\". The word \"gesture\" has been replaced by the similar-sounding word \"jester\" because a \"jester\" is kind of like a medieval times clown and this joke is about a clown.", + "A jester is a type of clown, and here it's used as a pun on gesture. Both the gesture and the jester were probably nice.", + "This is a pun on 'jester', which is type of clown in a medieval court, but it's also used because it sounds similar to 'gesture' which is an action performed to convey one's feelings or intentions, like holding the door open for someone", + "The joke is a play on words. The phrase should be 'a nice gesture' meaning a kind action. 'Gesture' was replaced with 'jester' which is another word for a clown, more typically for medieval court entertainers.", + "jester sounds like gesture " + ], + "Joke keywords": [ + [ + "held the door open", + "clown", + "nice jester" + ], + [ + "held the door", + "clown", + "nice jester" + ], + [ + "door", + "clown", + "nice", + "jester" + ], + [ + "held the door open", + "clown", + "nice jester" + ], + [ + "clown", + "nice jester" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1503", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "This is a pun on the word \"principals\". The word \"principles\" has been replaced by the identical-sounding word \"principals\" because school \"principals\" are a superintendent's employees and this joke is about superintendents.", + "These OLD [PROFESSIONS] never work because the puns are not allusions to death.", + "This is a pun on 'principals' which are usually known as the head authority of a designated school, superintendents seeing the entire district, but 'principals' also means \"a rule or belief governing one's personal\" behavior", + "", + "principals sounds like principles " + ], + "Joke keywords": [ + [ + "SCHOOL SUPERINTENDENTS", + "die", + "lose their principals" + ], + [ + "OLD SCHOOL SUPERINTENDANTS", + "die", + "lose their principals" + ], + [ + "superintendents", + "die", + "principals" + ], + [ + "" + ], + [ + "SUPERINTENDENTS", + "principals" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_90", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"chill\". To Chill out means to relax. You can't chill out in Hell because it is a horrible place of suffering. The word chill\" can mean to make the temperature cool. This joke is about the fires of Hell, which are very hot and, unlike other fires, you cannot extinguish them, so you cannot cool down in Hell.", + "This joke is not as clever as the writer thinks. 'chills out' means 'relaxes' and is a pun on hellfire literally having no chill.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "chills out", + "fires of hell" + ], + [ + "chills out", + "fires of hell" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1390", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"aria\". The word \"area\" has been replaced by the similar-sounding word \"aria\" because \"aria\" is a kind of musical composition often used in operas and this joke is about the opera.", + "right aria at the right time' is supposed to be a play on 'right area', but the joke fails because that's not how the saying goes.", + "This is a pun on 'aria' which is a \"a long accompanied song for a solo voice, typically one in an opera or oratorio\", but it's also being used because it sounds similar to 'area', and the saying would be \"in the right area at the right time\"", + "The joke is a pun. The word 'aria' means a long accompanied song for a solo voice, typically in opera. 'Aria' sounds like 'area' which if used would make the phrase 'the right area at the right time'.", + "aria sounds like area " + ], + "Joke keywords": [ + [ + "opera", + "aria" + ], + [ + "orchestra conductors", + "right aria", + "right time" + ], + [ + "conductors", + "opera", + "aria" + ], + [ + "orchestra conductors", + "opera", + "the right aria at the right time" + ], + [ + "opera", + "aria" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1433", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Poor Tom needs to be incorporated into better jokes. The word 'bountifully' does not refer to the way someone says something, which is why the joke fails.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "mutiny", + "bountifully" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_276", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"log\". Log can refer to clocking in and out of work or breaks. It can also refer to a piece of wood. This joke is about forestry and in forestry you cut wood.", + "To log your time means to record it, and it's a pun on the logs cut by people working in forestry.", + "This is a pun on 'log'. Forestry is the science and craft of creating, managing, planting, using, conserving and repairing forests, woodlands, and associated resources for human and environmental benefits, so you'd definitely be dealing with literal wood logs, but 'log' also means to enter information to a system, like what you'd do if you had to log your time", + "The joke is a pun. To 'log' time means to track work hours for a job. 'Log' is also the word for a freshly cut piece of lumber that hasn't been made into anything yet.", + "log can mean write down or it can mean part of a tree " + ], + "Joke keywords": [ + [ + "work in a forestry company", + "log your time" + ], + [ + "forestry company", + "log your time" + ], + [ + "forestry", + "company", + "log" + ], + [ + "forestry company", + "log", + "time" + ], + [ + "forestry company", + "log your time" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_33", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"John\". John is another word for \"toilet\" and this joke is about plumbers who fix toilets.", + "This joke barely works because it's common enough knowledge that 'John' is slang for a toilet. Plumbers fix toilets as part of their job.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "John", + "plumber" + ], + [ + "John", + "plumber" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_954", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"line\". A line can refer to a phone line. It can also refer to a fishing line.", + "The 'other line' could refer to a phone line or a fisherman's line that the fish got hooked on.", + "This is a pun on 'line' which initially seems like it's referring to a telephone line, but it's really referring a fishing line", + "The joke is a pun. Typically when somebody says they were 'on the other line' when talking about phone calls, it means they were in another phone call. When a fish is 'on a line' it means it has bit the hook of a fishing rod and is caught with the fishing wire.", + "line can mean fishing line or a phone line " + ], + "Joke keywords": [ + [ + "fish missed the call", + "line" + ], + [ + "fish", + "call", + "stuck on the other line" + ], + [ + "fish", + "call", + "line" + ], + [ + "fish", + "missed", + "call", + "stuck on the other line" + ], + [ + "fish", + "call", + "other line" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1636", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This joke doesn't really work because no one refers to government financial support as 'the dole' anymore.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "social security", + "dolefully" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1978", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a pun on the phrase \"live on the edge\". To live on the edge means to take risks and live dangerously. It can also mean to live on the edge of a cliff, which is pretty risky, so this phrase is very fitting in this scenario.", + "This is a dark joke about taking risks by living on the literal edge of a cliff.", + "", + "The joke is a pun. 'Living on the edge' generally means being a thrill seeker. The house is on the edge of a cliff.", + "edge can mean a literal edge or it can mean excitement " + ], + "Joke keywords": [ + [ + "home on a cliff", + "live on the edge" + ], + [ + "home", + "cliff", + "live on the edge" + ], + [ + "" + ], + [ + "home", + "cliff", + "live on the edge" + ], + [ + "cliff", + "live on the edge" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1181", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_429", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on how broken pencils don't have a sharpened point.", + "It is futile to try to write with a pencil that has a broken tip - one that is literally pointless.", + "This is a pun on 'pointless' which means having little or no sense, use, or purpose. It's also used here literally as a pencil with no point is actually pointless", + "The joke is a pun. If you break the tip of a pencil, there is no point on the pencil until it is resharpened. To say something is 'pointless' means to say that it has no purpose.", + "pointless can mean no tip or it can mean no purpose " + ], + "Joke keywords": [ + [ + "broken", + "pencil", + "pointless" + ], + [ + "broken pencil", + "pointless" + ], + [ + "write", + "broken", + "pointless" + ], + [ + "write", + "broken pencil", + "pointless" + ], + [ + "broken pencil", + "pointless" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_2177", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Decimals have a purpose and a period mark - the 'point' refers to both.", + "This is a joke based simply on the fact that decimals are literally just points", + "The joke is a pun. When reading a decimal number out loud, the period is read as 'point' or 'dot', for example 'one point five'. To say something 'has a point' means that it has some reason or meaning .", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Decimals", + "point" + ], + [ + "Decimals", + "point" + ], + [ + "Decimals", + "have", + "point" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_2001", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on how \"ticks\" spread \"lyme disease\", and how \"ticked off\" can imply a displeasurable reaction.", + "ticked off' means he was angry, and it's a pun on the tic that gave him the Lyme disease.", + "This is a pun on 'ticked off', which means to become very upset but it's also being used because lyme disease comes from the insect ticks", + "The joke is a pun. Lyme disease can be caused by a bite from a bug called a 'tick'. To be 'ticked off' means to be annoyed or angry.", + "ticked can refer to a tick or to be upset " + ], + "Joke keywords": [ + [ + "Lyme disease", + "ticked off" + ], + [ + "Lyme disease", + "ticked off" + ], + [ + "Lyme", + "ticked", + "off" + ], + [ + "Lyme disease", + "ticked off" + ], + [ + "Lyme disease", + "ticked off" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_393", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on the words \"tissue\" and \"blowing\". Tissue can refer to a part of the body or the kind you blow your nose into. \"Blowing it\" can refer to messing things up or the kind of blowing you do into a tissue.", + "To 'blow it' means to mess something up, and it's a pun on blowing our noses into tissues.", + "This is a pun on 'blowing it' which usually means screwing up very badly but it's also being used because tissues are commonly used for people to blow their noses in ", + "The joke is a pun. When somebody says they're 'blowing it' it can typically mean that they are doing a bad job or failing. People blow their noses with tissues.", + "blowing can mean blowing your nose or failing " + ], + "Joke keywords": [ + [ + "tissue", + "blowing it" + ], + [ + "tissue research", + "blowing it" + ], + [ + "tissue", + "testing", + "blowing it" + ], + [ + "tissue", + "research and testing", + "blowing it" + ], + [ + "tissue research", + "blowing it" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1686", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"knead\" sounding the same as \"need\", because bakers knead bread.", + "Bakers knead dough to bake bread, and it's used here as a pun on 'need to know', meaning that only the bakers whose jobs depend on knowing the recipe get it.", + "This is a pun on 'need to know basis' which means only telling someone facts they need to know at the time they need to know them, and nothing more. But 'knead' is used in there because 'knead' is a term in baking", + "The joke is a pun. 'Knead' means to pound or press the dough for making bread. 'Knead' sounds like 'need' which would make the phrase 'need to know basis', and that generally means 'only told to those who have to know'.", + "knead sounds like need " + ], + "Joke keywords": [ + [ + "Bakers", + "knead" + ], + [ + "Bakers", + "bread recipes", + "knead to know" + ], + [ + "bakers", + "recipes", + "knead to know" + ], + [ + "Bakers", + "trade", + "recipes", + "knead to know basis" + ], + [ + "Bakers", + "knead to know" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1105", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun on how barber sounds like the \"barbar-\" of \"barbarian\"", + "Tom ordered the stylist, or barber, to give him a haircut in a barbarous, uncivilized way.", + "", + "The joke is a play on words. To do or say something 'barbarously' is to be loud or rowdy. 'Barbarously' sounds like 'barber', and barbers cut hair.", + "" + ], + "Joke keywords": [ + [ + "haircut", + "barbarously" + ], + [ + "haircut", + "barbarously" + ], + [ + "" + ], + [ + "haircut", + "said barbarously" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1657", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"coup\" sounding like \"cooed\".", + "This joke relies on uncommon outside knowledge that a 'coup' is a government takeover by a military faction- what 'cooed' is punning here.", + "", + "The joke is a pun. Taking over the government is called a 'coup'. 'Coup' sounds like 'coo' and a coo is a noise like a murmer or somewhat like a bird.", + "cooed sounds like coup " + ], + "Joke keywords": [ + [ + "general", + "cooed" + ], + [ + "taken over", + "government", + "cooed" + ], + [ + "" + ], + [ + "taken over", + "government", + "cooed" + ], + [ + "taken over", + "cooed" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1815", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "This is a pun on the word \"pinch\". Feel the pinch is financial lingo that means a lack of funds. Crabs like to pinch. ", + "An entity that 'feels the pinch' is feeling pressure to cut back expenses. Here it's used as a pun on what crabs do with objects on the beach.", + "This is a pun on 'pinch', which in this context means the crab experienced financial hardship, but it's also being used since crabs have clwas that can pinch you", + "The joke is a pun. Being in a 'pinch' can mean being in a tough or high pressure situation. Crabs are known for having claws that they can pinch things with.", + "pinch can mean a literal pinch or a tough spot " + ], + "Joke keywords": [ + [ + "crab", + "financial difficulty", + "pinch" + ], + [ + "crab", + "financial difficulty", + "feel the pinch" + ], + [ + "carb", + "financial", + "pinch" + ], + [ + "crab", + "financial difficulty", + "starting to feel the pinch" + ], + [ + "crab", + "financial difficulty", + "feel the pinch" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_98", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 1, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_147", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "These OLD [PROFESSIONS] never work because the puns are not allusions to death.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "OLD STATISTICIANS", + "die", + "average out" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_8", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun on how the name Avery sounds like aviary; like what birds are - they're aviary creatures.", + "This joke relies on outside knowledge that Avery is a pun on 'aviary' - a place where birds are sheltered.", + "This is a pun on 'avery' which in this context is a name, but it sounds similar to 'aviary' which is an enclosure for birds", + "I think the joke is a pun. The person raises birds and their name, Avery, sounds like 'aviary', which is a large cage, building, or enclosure for birds.", + "" + ], + "Joke keywords": [ + [ + "Avery", + "birds" + ], + [ + "Avery", + "raise birds" + ], + [ + "avery", + "raise", + "birds" + ], + [ + "Avery", + "I raise birds" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1256", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This joke relies on outside knowledge about what injera is.", + "This is a pun on the phrase 'insult to injury' which means to \"act in a way that makes a bad or displeasing situation worse\". But 'injera is used in it's place because it sounds similar and injera is an Ethiopian flatbread", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "rude waiter", + "Ethiopian", + "insult to injera" + ], + [ + "waiter", + "ethiopian", + "injera" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_460", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on how guerilla sounds like gorilla, and there's a steriotype that gorillas and other apes like bananas.", + "Guerilla is a homonym of 'gorilla' - a type of monkey that likes bananas - on top of being a fighting style.", + "This is a pun on 'guerrilla warfare' which is \"type of warfare fought by irregulars in fast-moving, small-scale actions against orthodox military\". 'Banana' is mentioned here because it's associsted with gorillas which sounds similar to 'guerrilla'", + "The joke is a pun. Guerrilla warfare is a war strategy of fighting from cover and camoflage. 'Guerilla' sounds like 'gorilla' which is a primate or commonly grouped as a monkey. Generally people say that monkey's like bananas.", + "Guerrilla sounds like gorilla " + ], + "Joke keywords": [ + [ + "Guerilla", + "banana" + ], + [ + "Guerrilla warfare", + "throwing a banana" + ], + [ + "Guerrilla", + "warfare", + "banana" + ], + [ + "Guerrilla warfare", + "banana" + ], + [ + "Guerrilla warfare", + "throwing a banana" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1298", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun on how 'psalms' sounds like 'palms'. ", + "", + "This is a pun on 'psalms' which is the book of the Old Testament composed of sacred songs, or of sacred poems meant to be sung, so this is associated with Sundays and church. But 'psalms' also sounds similar to 'palm' which is what you get read if you wanted to know about your future", + "", + "" + ], + "Joke keywords": [ + [ + "future", + "Psalms" + ], + [ + "" + ], + [ + "anxious", + "psalms", + "Sunday" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1214", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The boy improved his guitar skills, and 'pick up' is a pun on the picks that guitarrists use to play.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "guitar teacher", + "pick up his skills" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1332", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a pun on how airline passengers sometimes have 'connecting flights'.", + "The connection here could refer to the passenger's mental deduction, or his connecting flight to the next location.", + "This is a pun on 'connection' which in the conext of flying is a flight that requires passengers to change from one aircraft to another at a hub airport on the way to their final destination. But 'connection' is also used because the passenger is figured out what the problem was ", + "The joke is a pun. 'Made the connection' sounds like the person connected two ideas and figured something out. A followup flight at the airport is called a 'connection' or 'connected flight'.", + "connection can mean a flight connection or connecting ideas " + ], + "Joke keywords": [ + [ + "flight", + "connection" + ], + [ + "where", + "next flight", + "made the connection" + ], + [ + "passenger", + "flight", + "connection" + ], + [ + "couldn' t find", + "next flight", + "made the connection" + ], + [ + "next flight", + "made the connection" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_315", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"marooned\". Maroon is a color that is made by mixing red, blue, and yellow. The boats have names with the colors red and blue in them. When they crashed into each other, it is like mixing the two colors together, making maroon. ", + "The survivors were stuck in a location, and marooned is a play on words: red and blue combined make the color maroon.", + "This is a a pun on 'marooned', which means to leave someone trapped and isolated in an inaccessible place. And maroon is a color that's in between red and blue", + "", + "" + ], + "Joke keywords": [ + [ + "boating accident", + "Red Dawn", + "Blue Lagoon", + "marooned" + ], + [ + "Red Dawn", + "Blue Lagoon", + "marooned" + ], + [ + "red dawn", + "blue lagoon", + "marooned" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_132", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is one of those 'behind every good __\" jokes. In this case, a jumble of wire is literally behind every good computer - it's a play on words.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Behind", + "computer", + "jumble of wire" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_555", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "This is a pun on 'psychotic' implying 'derangement', and florists making 'flower arrangement'.", + "Psychotics are deranged by definition, and 'derangements' is a play on 'arrangements'.", + "This is a pun on 'derangements' which is usually arangements, aka a thing that has been arranged in a neat or attractive way, like flowers. It's been changed to derangements because 'deranged' is another word for psychotic", + "The joke is a play on words. The term 'flower derangements' would usually be said 'flower arrangements'. Since the person is described as psychotic, the speaker said 'derangements' because 'deranged' is another word for psychotic or unbalanced mentally.", + "" + ], + "Joke keywords": [ + [ + "psychotic", + "derangements" + ], + [ + "psychotic florist", + "flower derangements" + ], + [ + "psychotic", + "florist", + "derangements" + ], + [ + "psychotic", + "florist", + "flower derangements" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_298", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "You need to tune musical instruments ", + "This is a play on words. The word \"tuning\" is a term for adjusting the pitch in music, but \"tuning\" is also a term for modifying/fixing a car", + "When a mechanic gives your automobile a tune-up, it means they will check and adjust all of the systems in your vehicle to make sure it's working. In music, tuning is the process of adjusting the pitch of one or many tones from musical instruments. ", + "", + "" + ], + "Joke keywords": [ + [ + "mechanic", + "musician", + "tuning" + ], + [ + "mechanic", + "musician", + "tuning things" + ], + [ + "mechanic", + "musician", + "tuning" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1130", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "dentist uses drills for the teeth ", + "This is a play on words. The term \"know the drill\" means to know how things are done. However, here \"know the drill\" means the speaker is familiar with the \"drill\", meaning a common instrument used by dentists for fillings.", + "To \"know the drill\" of something is to know what to expect. A dentist's office has drills for peoples' teeth. To \"know the drill\" can also mean that the person is familiar with the drill used in the dentist's office. It's a play on the word drill.", + "Knowing the drill means to be used to the routine, but dentists also often use drills, which the speaker is familiar with", + "In some cases, going to a dentist will invole a drill being used to fix certain things regarding teeth. To know the drill also means to know the routine, or be familiar with a process." + ], + "Joke keywords": [ + [ + "dentisit", + "drill" + ], + [ + "dentist", + "know the drill" + ], + [ + "dentist", + "drill" + ], + [ + "dentist" + ], + [ + "been to", + "dentist", + "know the drill" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_756", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The term \"carpal tunnel syndrome\" is a term for numbness in the hand caused by a pinched nerve in the wrist. However, a \"corporal\" is a military rank also known as a Junior NCO.", + "A corporal is a low-ranking noncommissioned officer in the armed forces. Corporal is a term that relates to the human body. \"Corporal tunnel syndrome\" sounds like carpal tunnel syndrome which is a condition characterized by numbness and tingling in the hand and arm caused by a pinched nerve in the wrist. A junior NCO is a type of military officer that has not purused a commission. The joke is using the word corporal in different ways.", + "Carpal tunnel is bad wrists. Corproal replaces carpal to make it a play on the job", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Junior NCO", + "sore wrists", + "corporal tunnel syndrome" + ], + [ + "junior NCO", + "wrist", + "corporal tunnel syndrome" + ], + [ + "doctor", + "wrists" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2183", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "wine is made out of grapes ", + "This is a play on words. To hear something \"through the grapevine\" means to hear about something informally from the people you know. However, \"through the grapevine\" also refers to how wine is made from grapes that grow on grapevines.", + "To hear of something \"through the grapevine\" is to hear about something informally from the people you know. Wine is made from grapes and grapes are grown on vines. Good wine is heard through the grapevine.", + "You often hear things \"through the grapevine,\" but grapevines are also how wine is made", + "Hearing something through the grapevine means you heard it through rumor. Wine is made of grapes that are fermented." + ], + "Joke keywords": [ + [ + "wine", + "grapevine" + ], + [ + "wine", + "through the grapevine" + ], + [ + "good wine", + "grapevine" + ], + [ + "wine" + ], + [ + "hear of a good wine", + "throught the grapevine" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_101", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"seriously\" means with earnest intent but \"sirius\" is the brightest star in the night sky.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "bright star", + "seriously" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_251", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "multiply is something that is used in math ", + "This is a play on words. The word \"multiply\" means to grow in number but \"mulitply\" also means to perform the mathematical operation of multiplication.", + "Multiplication is an aspect of arthmetic which we find in mathematics. Math teachers teach multiplication. Math teachers will never run out because they'll multiply, meaning more than what's currently there will arrive.", + "There will always be more math teachers, and math teachers will always do multiplication", + "Multiplication is a concept taught in math by math teachers. " + ], + "Joke keywords": [ + [ + "math teacher", + "multiply" + ], + [ + "run out", + "math teachers", + "multiply" + ], + [ + "math teachers", + "multiply" + ], + [ + "math", + "multiple" + ], + [ + "never run out", + "math teachers", + "multiply" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1528", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1860", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "tight jeans are hard to put on and off ", + "This is a play on words. The phrase \"pull it off\" means succeed in achieving something difficult but \"pull it off\" also refers to tight jeans being very difficult to remove or take off.", + "To pull something off is to be able to succeed in something. When it comes to clothing, to be able to \"pull off style\" means to achieve the look. Being able to pull something off also means being able to remove something. So, if you can't pull off tight jeans, it means you can't remove the jeans from your legs, or you can't achieve the look you were aiming for.", + "The jeans are so tight that the speaker can both neither take them off, or make the style look good", + "Tight jeans might be something difficult to physically pull off your body. Pulling something off also means being able to do it successfully. " + ], + "Joke keywords": [ + [ + "tight jeans", + "pull it" + ], + [ + "tight jeans", + "pull it off" + ], + [ + "jeans", + "pull it off" + ], + [ + "jeans" + ], + [ + "wearing tight jeans", + "never pull it off" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1946", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "derivative is a math term ", + "This is a play on words. The word \"derivative\" means imitative of the work of another person but \"derivative\" also refers to how Newton's work dealt with derivatives of mathematical functions.", + "Derivative can mean imitative of the work of another person. A derivative in math is the rate of change of a function with respect to a variable. The person is using the math term derivative to express disappointment.", + "Derivative is supposed to be used here to allude to math", + "" + ], + "Joke keywords": [ + [ + "mathematic", + "derivative" + ], + [ + "Newton' s Principia Mathematica", + "derivative" + ], + [ + "Newton", + "Principia Mathematica", + "derivative" + ], + [ + "newton" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_488", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"bored\" means feeling disinterested when unoccupied but \"bored\" also means having a hole bore in something, like when the carpenter sat on a drill.", + "To bore is make a hole into something. A drill can bore holes into a piece of wood. To be bored is to feel weary because one lacks interest in what one is doing at the moment. This is a play on the word bore.", + "The drill bore through the carpenter", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "carpenter", + "sat", + "drill", + "bored to tears" + ], + [ + "carpenter", + "drill", + "bored" + ], + [ + "carpenter" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1317", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "developing photos is a process to have actual pictures", + "This is a play on words. The word \"developed\" means advanced to a specified degree but \"developed\" refers to how film is treated to produce photographic images.", + "Having a photographic memory means having the ability to remember information or visual images in great detail. When a picture is taken from a camera, the photographs from the camera need to get developed. The term devolped here means to hone one's memory, but in terms of photography it means to make negatives from a photographic film. ", + "Photos often have to be developed. The speaker is joking that their memory hasn't developed either", + "A developed photograph is a photo that has been processed and clear, meaning you can see the image on the material it's been put on. A photographic memory is the ability to recall information based on seeing them, in exact memory. " + ], + "Joke keywords": [ + [ + "photography", + "developed" + ], + [ + "photographic memory", + "developed it" + ], + [ + "photographic memory", + "developed" + ], + [ + "photographic memory" + ], + [ + "photographic memory", + "haven't developed" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1162", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "lumber is a carpenters term ", + "This is a play on words. The word \"lumber\" means move in a slow awkward way but \"lumber\" is also a term for processed wood used in capentry.", + "Carpenters make and repair wooden objects and structures. Lumber is a type of wood. Lumber also means to move in a slow, heavy, awkward way. Carpenters lumber around.", + "", + "" + ], + "Joke keywords": [ + [ + "carpenters", + "lumber" + ], + [ + "carpenters", + "die", + "lumber around" + ], + [ + "carpenters", + "lumber around" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1729", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "multiplicatiin math has a thing called multiplication table", + "This is a play on words. The word \"table\" is a type of furniture food is served on, but \"tables\" also refers to multiplication tables used to teach math.", + "A multipllication table shows the products of two factors. Waiters are servers that serve food and drink to their customers. They know their tables, as in, they know what kind of items the customers at their tables want but it could also mean they know their multiplication tables. ", + "While tables literally means the tables waiters serve, it alludes to knowing their times tables", + "A table might refer to times table, which is a way of understanding basic multiplication. Waiters are people who wait tables and take peoples orders." + ], + "Joke keywords": [ + [ + "multilication", + "tables" + ], + [ + "Waiters", + "multiplication", + "know their tables" + ], + [ + "waiters", + "multiplication", + "tables" + ], + [ + "waiters", + "multiplication" + ], + [ + "Waiters", + "good at multiplication", + "know their tables" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1454", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "editors delete things and fix things up ", + "This is a play on words. The word \"delete\" means to remove something, as an editor would remove text when editing a manuscript. However, \"delete\" also sounds like \"delight\" meaning to take pleasure in.", + "\"Sheer delete\" sounds like \"sheer delight\". An editor is someone that is responsible for checking facts, spelling, grammar, and punctuation, and sometimes that involves deleting what is present. The editor was happy about his award, just delete was used instead of delight.", + "", + "" + ], + "Joke keywords": [ + [ + "editor", + "delete" + ], + [ + "editor", + "award", + "sheer delete" + ], + [ + "editor", + "award", + "delete" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1427", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. A \"roentgen\" is a unit of ionizing radiation. The word \"radiating\" means emitting energy but \"radiating\" also means containing radiation, since \"roentgens\" are used to measure radiation.", + "", + "This is a unit of radiation, that the speaker finds fascinating", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Roentgen", + "radiating" + ], + [ + "" + ], + [ + "Roentge" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_481", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"prints\" means photographic images but sounds like \"prince\" meaning the son of a monarch.", + "A prince is a male member of a royal family. Another word for photos is prints. Prints sounds like prince although they mean two different things. \"Show everyone the prince\" sounds like \"show everyone the prints\" or photos.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Buckingham Palace", + "photos", + "prince" + ], + [ + "Buckingham Palace", + "photos", + "prince" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1478", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "old people are not young anymore ", + "", + "\"Youthless\" sounds like \"useless\". An old person might often not feel that they have their youth, they might feel useless as well. I think the joke is trying to ask if old people should feel \"youthless\" and \"uselss\". ", + "", + "" + ], + "Joke keywords": [ + [ + "old", + "youthless" + ], + [ + "" + ], + [ + "old people", + "youthless" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_442", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "buns and rolls are what bakers make ", + "This is a play on words. The phrase \"on a roll\" means experiencing continued good luck but \"on a roll\" also means literally on top of a bread roll.", + "", + "", + "Being on a role means you are finding continued success in doing something. The pun is about a baker who is on a role, maybe sitting on a role physically, and showing someone who is sitting on a bun, which is a type of baked good. A roll is a type of baked good as well." + ], + "Joke keywords": [ + [ + "bun", + "roll", + "baker" + ], + [ + "baker", + "on a roll", + "sitting on a bun" + ], + [ + "" + ], + [ + "" + ], + [ + "baker", + "on a role", + "someone", + "sitting on a bun" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_792", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"tutor\" means someone who acts as a teacher but a \"tooter\" is someone who plays on a pipe or horn.", + "Tutor is a type of teacher. To toot is to make a sound through an instrument. A tooter is someone who makes sounds through an instrument (in this case a flute). \"A flute teacher is a tooter\". ", + "The flute makes a toot noise, to play the flute is to toot", + "Flutes are known to toot as a sound. A tutor is another word for teacher, and it sounds like it contains the word toot." + ], + "Joke keywords": [ + [ + "" + ], + [ + "flute teacher", + "tutor" + ], + [ + "flute", + "teacher", + "tutor" + ], + [ + "flute", + "tutor" + ], + [ + "flute teacher", + "tutor" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2099", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "sculptors work on marbles on their work ", + "This is a play on words. The phrase \"lose their marbles\" means to go insane but \"lose their marbles\" also refers to sculptors losing their \"marble\", \"marble\" being a rock material used in sculpting.", + "Marble is a type of material that sculptors can use when creating sculptures. The expression \"to lose one's marbles\" means to lose one's mental facilities. The joke is saying that sculptor lose their mental facilities but chose to use an expression that uses a material sculptors sculpt with.", + "", + "Losing marbles means to lose your mind or go crazy. Sculptors often work with marble as a material." + ], + "Joke keywords": [ + [ + "sculptors", + "marbels" + ], + [ + "SCULPTORS", + "die", + "lose", + "marbles" + ], + [ + "sculptors", + "lose their marbles" + ], + [ + "" + ], + [ + "OLD SCULPTORS", + "never die", + "lose their marbles" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1117", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. A butte is an isolated hill similar to a mesa. However, \"butte\" also sounds like \"butt\" which refers to the rear end of the body.", + "", + "Both mesas and buttes are types of landforms. Here butte also is a play on the word \"butt\"", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Mesa", + "big butte" + ], + [ + "" + ], + [ + "mesa", + "butte" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_39", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 4, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "congealed means semisolid which is the consistancy of jello ", + "This is a play on words. The word \"concealed weapon\" means a weapon that is hidden but \"congealed\" means having become having become semi-solid, as jello does.", + "Congealed weapon sounds like \"concealed weapon\". \nJell-O congeals when it is being made. The material coagulates when it cools. It was Jell-O that was treated like a weapon and was thrown at his wife.", + "Instead of carrying a concealed weapon, he's carrying a congealed weapon, which is the jell-o", + "Jello is a gelatin consumable that is congealed, meaning it is thickened and non-viscous. Congealed weapon sounds like concealed weapon, which means a weapon that is out of site but on the body and carried around." + ], + "Joke keywords": [ + [ + "jello", + "congealed" + ], + [ + "threw jello", + "congealed weapon" + ], + [ + "jello", + "wife", + "congealed weapon" + ], + [ + "jello" + ], + [ + "threw jello", + "wife", + "arrested", + "congealed weapon" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_406", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "nuclear experimenters work with elements ", + "This is a play on words. The phrase \"element of surprise\" means the ability to sneak up on but \"element\" also references that nuclear experimenters use the chemical element uranium.", + "Having knowledge of the periodic table of elements is important when experimenting with nuclear weapons. I think the joke is trying to say that the element of surprise is what was discovered, but are treating surprise as if it's a pure substance with atoms that have the same number of protons in their nuclei. The expression \"element of surprise\" just means something that causes shock.", + "Elelment of surprise is a common expression, although here it means a literal element", + "An element of surprise is something that takes you by surprise, or was unexpected. An element is also a chemical matter found on the periodic table in chemistry, which is something that is involved in nuclear science." + ], + "Joke keywords": [ + [ + "nuclear experimenters", + "elements" + ], + [ + "nuclear experimenters", + "element of surprise" + ], + [ + "nuclear experimenters", + "element of surprise" + ], + [ + "element" + ], + [ + "nuclear experimenters", + "element of surprise" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_640", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "sewage workers deals with waste for work ", + "This is a play on words. To \"waste away\" means become thinner and weaker but \"waste away\" also references how sewage workers work dealing with \"waste\", or trash that is discarded.", + "Waste is another word for human excrement. Sewage workers handle human excrement. When someone \"wastes away\" it means that that person becomes thinner and weaker. ", + "", + "Sewage systems contain waste material from public or commerical structures. To waste away means to just lose quality or integrity over time." + ], + "Joke keywords": [ + [ + "sewage worker", + "waste" + ], + [ + "SEWAGE WORKERS", + "die", + "waste away" + ], + [ + "sewage workers", + "die", + "waste away" + ], + [ + "" + ], + [ + "OLD SEWAGE WORKERS", + "never die", + "waste away" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_449", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 1, + "", + 1 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "A calf is a young domestic cow or bull", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "cattleman's", + "calves" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1292", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"waned\" means became weaker but \"waned\" also refers to when the sun or moon has a progressively smaller part of their visible surface illuminated.", + "", + "The sun had faded, meaning it became night time where the moon (often waning) appears", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "sun", + "bright", + "waned" + ], + [ + "" + ], + [ + "sun" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2069", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"quivering\" means trembling or sharking but a \"quiver\" is a container for holding arrows in archery.", + "A quiver is a container that can be used to hold arrows. Quivering is an adjective that means trembling or shaking. The person in the joke is talking about where they keep theirs (in a quiver) while also quivering. The joke is using different definitions of the word quiver. ", + "", + "A quiver is an object that carries and holds arrows. Quivering means to have a hard time getting something out of your mouth." + ], + "Joke keywords": [ + [ + "" + ], + [ + "arrows", + "quivering" + ], + [ + "arrows", + "quivering" + ], + [ + "" + ], + [ + "keep my arrows", + "quivering" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_881", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "trains runs on train tracks ", + "This is a play on words. The phrase \"follow their tracks\" means to pursue something by following the traces they've left behind. However, here \" follow their tracks\" means to follow the train tracks, or the railroad that trains operate on.", + "Tracks is a word that has multiple meanings. As a noun, it means the rails that a train runs on, but it can also mean a trail (usually of footprints) left behind. The joke is using both definitions of the word tracks.", + "People often say to follow your tracks when you're missing something. In this case, the train cannot leave the tracks, so you're sure to find it!", + "Trains travel on railroad tracks. Following the tracks means to follow the clues and hints left behind." + ], + "Joke keywords": [ + [ + "train", + "track" + ], + [ + "missing train", + "follow", + "tracks" + ], + [ + "train", + "tracks" + ], + [ + "" + ], + [ + "find", + "missing train", + "follow", + "tracks" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2239", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "giraffes are usually tall in hight as an anaimal ", + "This is a play on words. The word \"high maintenance\" means demanding a lot of attention but \"high\" also refers to how giraffe's necks are so long that they're high in the sky.", + "", + "The speaker is asking if giraffes are a lot of work, but also alluding to their height", + "A giraffe is an animal with a tall, long neck. Something that is high maintenance is something that requires much effort to be involved with." + ], + "Joke keywords": [ + [ + "giraffes", + "high maintenance" + ], + [ + "giraffes", + "high maintenance" + ], + [ + "" + ], + [ + "giraffes" + ], + [ + "giraffes", + "good pets", + "too high maintenance" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1611", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"err\" means to do something wrong but sounds like \"air\" meaning an impression someone gives off.", + "", + "To make an err is to make an error. Err also sounds like air, \"he had an air about him\"", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "mistakes", + "err about him" + ], + [ + "" + ], + [ + "Mistakes" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2159", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "guitarist uses picks to play the guitar ", + "This is a play on words. The word \"pick\" means to choose something but \"pick\" is also a term for a device used to play the guitar.", + "A pick is a tool used to strum the cords on a guitar. A guitarist that knows how to pick music means they have good taste and know what a good selection is. The joke is using the word pick to show selection (the verb form) and the noun form is what is used to strum a guitar. ", + "Guitarists use picks while playing guitar", + "Guitarists use picks to strum the strings on a guitar. Picking something also means to choose." + ], + "Joke keywords": [ + [ + "guitatist", + "picck" + ], + [ + "choose music", + "guitarist", + "pick" + ], + [ + "music", + "guitarist", + "pick" + ], + [ + "music", + "guitarist" + ], + [ + "choose music", + "ask", + "guitarist", + "pick" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1128", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"break\" means a rest or reprieve but a \"brake\" is a device used to forcibly stop a car.", + "A brake is a device for slowing or stopping a moving vehicle. Brake sounds like break. A break is a time where people can take rest. To need a brake sounds like he needed a \"break\". ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Westinghouse", + "stopped", + "brake" + ], + [ + "Westinghouse", + "stopped", + "brake" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_673", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "", + "This is a play on words. To \"fall for\" someone means to become in love with someone but here \"fall for\" means to fall down from a ladder.", + "To fall for someone means to fall romantically in love with someone. To fall also means to move downward rapidly. The verb fall is being used both ways here.", + "He fell off the ladder while looking at the girl", + "Falling for someone means you develop romantic feelings for them. The pun is a play on the phrase fell for her, because he's also on a high up ladder." + ], + "Joke keywords": [ + [ + "" + ], + [ + "ladder", + "girl", + "fell for her" + ], + [ + "ladder", + "beautiful girl", + "fell" + ], + [ + "ladder" + ], + [ + "High", + "ladder", + "saw", + "beautiful girl", + "fell for her" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1378", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "bold is a type of font you can use ", + "This is a play on words. The word \"boldly\" means in a confident way but \"bold\" is also a type of font.", + "Bold is a type of font. Bold also means courage. Boldy means with courage. This is a play on the word bold.", + "", + "A bold font is a font that sticks out and is often thicker." + ], + "Joke keywords": [ + [ + "different font", + "boldly" + ], + [ + "font", + "boldly" + ], + [ + "font", + "boldly" + ], + [ + "" + ], + [ + "different font", + "boldly" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_792", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 4, + 3, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "the amazon is found near brazil ", + "This is a play on words. The \"Amazon\" is a rainforest in Brazil but \"Amazon\" is also a popular online retailer that oversees the delivery of packages.", + "Amazon is a company that sells goods and services. The Amazon is a rainforest in Brazil. The joke is saying that the person thinks that the gifts came from Brazil, and not the company Amazon which has fulfillment centers in many countries, not just Brazil.", + "The gifts came from Amazon, the store, but the joker thinks they came from the Amazon Rainforest", + "Amazon is an e-commerce company, but the Amazon is a rain-forest region in Brazil. The pun is a play on the company amazon and the amazon in Brazil, with santa having property there." + ], + "Joke keywords": [ + [ + "santa", + "brazil", + "amazon", + "presents" + ], + [ + "Santa", + "riverfront property", + "Brazil", + "presents", + "Amazon" + ], + [ + "santa", + "Brazil", + "Amazon" + ], + [ + "santa", + "amazon", + "presents" + ], + [ + "Santa", + "property in Brazil", + "presents", + "Amazon" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2024", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "in martial arts theres a lot of kicking involeved ", + "This is a play on words. The phrase \"just for kicks\" means people are doing something solely because they think it would be entertaining. However, here \"just for kicks\" refers to how martial arts often involves \"kicking\" or striking with one's foot.", + "\"For kicks\" can mean just for fun. Kick is a verb. Martial arts is a way of learning how to protect one's self, with kicking being a primary way of defending onesself against an attacker. So, people join martial arts just because it's fun, or they're doing it because they're wanting to learn how to defend themself through kicking. ", + "Martial arts involves a lot of physical kicking, but you can also get your kicks (fun) out of it", + "Martial arts are the art forms of fighting strategically. It involes kicking motions with the feet. For kicks means just cause." + ], + "Joke keywords": [ + [ + "martial arts", + "kicks" + ], + [ + "martial arts", + "for kicks" + ], + [ + "martial arts", + "kicks" + ], + [ + "martial arts" + ], + [ + "martial arts", + "just for kicks" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_586", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "if you mix dairy long enough it turns into butter ", + "This is a play on words. The phrase \"less said, the better\" means it's better to not say much about the incident. However, \"better\" sounds like \"butter\", which is a dairy product that results when cream is churned.", + "\"The butter\" sounds like \"the better\". \"The less said, the better\" is a commonly heard phrase meaning the less one says about something, the less drama you create. Butter is a dairy product. ", + "", + "" + ], + "Joke keywords": [ + [ + "dairyman's", + "calf" + ], + [ + "dairy churn", + "less said, the butter" + ], + [ + "dairy churn", + "butter" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1272", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"arteries\" means means part of the circulation system through which blood flows. However, \"arteries\" sounds like \"oughteries\" which here means things that one ought or should do. The joke is that procrastinators have lots of oughteries, or things they should do, due to their habit of putting things off.", + "A procrastinator is someone that keeps pushing off work until a later date in the future. They ought to do something, they just don't. \"Hardening of the oughteries\" sounds like \"hardening of the arteries\" which is a medical condition that happens when plaque forms on the inside walls of ones' arteries and makes the arteries less flexible. ", + "", + "A procrastinator is someone who holds off from doing something until the very last moment. Outgheries is a play on the word arteries, which are part of the circulatory system in anatomy. Ought comes from ought to do something, as in you should do something, which procrastinators reject. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "Procrastinators", + "hardening", + "oughteries" + ], + [ + "procrastinators", + "hardening", + "oughteries" + ], + [ + "" + ], + [ + "Procrastinators", + "hardenening", + "oughteries" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_884", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "ham is made out of pigs ", + "This is a play on words. \"Ham\" is a first name but \"Ham\" is also a type of meat made from pigs.", + "It's ironic that the person that raises pigs has the name ham. Ham is pork, so it's meat that comes from a pig. ", + "Ham is made from pig meat", + "Ham is another word for pig, but in terms of consumable. " + ], + "Joke keywords": [ + [ + "ham", + "pigs" + ], + [ + "name", + "Ham", + "pigs" + ], + [ + "Ham", + "pig" + ], + [ + "" + ], + [ + "name", + "ham", + "pigs" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_1767", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 1, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. A \"colonel\" is a military rank but sounds like \"kernel\" which is part of the inside of a walnut.", + "A colonel is an army officer of high rank. The officers pounded open the walnuts with hand grenades, scattering the \"colonels\" which is meant to sound like \"kernels\". Kernels are the seed and hard husk of a cereal, especially wheat. The joke is using language found in the military while explaining opening walnuts.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "walnuts", + "officers", + "hand grenades", + "colonels" + ], + [ + "walnuts", + "officers", + "colonels" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_357", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "a carnival is also called a county fair but also sounds like county fare ", + "This is a play on words. The word \"fair\" means a country carnival but sounds like \"fare\" meaning the amount one's required to pay for admission", + "", + "", + "A county fair is a type of carnival event, and fair sounds like fare, as in a fee. " + ], + "Joke keywords": [ + [ + "carnival", + "county fare" + ], + [ + "pay", + "get into", + "carnival", + "county fare" + ], + [ + "" + ], + [ + "" + ], + [ + "pay", + "annual local carnival", + "county fare" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2216", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "acrobats usually do flips ", + "This is a play on words. A \"good turn\" is a helpful or friendly act but here a \"good turn\" refers to how acrobats do flips or turns in the air.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "acrobats", + "turns" + ], + [ + "Acrobats", + "good turns" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_592", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. To \"bow\" is a gesture a performer makes to acknowledge applause after a show. But a \"bough\" is the main branch of a tree that one would find in a forest.", + "A bough is a tree branch. A bow (which sounds like bough) is when someone bends forward at the waist as a way of saying thank you to someone or to show respect to someone. In theatre, after a performance is done, the cast will come on stage at the end and take a bow. The joke is personifying a forest and using the term \"boughs\" which is often seen on trees to mean \"bows\". ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "cast", + "forest", + "boughs" + ], + [ + "cast", + "forest", + "boughs" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_63", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"premise\" means a previous statement from which a conclusion is drawn, as is done when a logician is making a logical argument. However, \"premises\" also refers to the territory or land occupied by a business.", + "A logician is someone who studes logic. A premise can mean the base of an argument. A premise can also mean a piece of land with buildings on it. Old logicians never die, they leave (a location), or they just leave their premise, or their argument base. ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "LOGICIANS", + "die", + "vacate", + "premises" + ], + [ + "logician", + "vacate", + "premises" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1105", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "you need hands to wear gloves ", + "This is a play on words. The word \"hands-on experience\" means direct, practical experience but \"hands-on\" also refers to how gloves are worn on hands.", + "A hands on experience is knowledge or skill that someone gets from doing something rather than just reading about it. Gloves are a type of clothing warn on the hands. Making gloves is a real hands on experience.", + "Gloves go on the hands", + "Gloves are objects that go on the hands. A hands-on experience is an experience that involves physically doing something." + ], + "Joke keywords": [ + [ + "gloves", + "hands on" + ], + [ + "gloves", + "hands - on experience" + ], + [ + "gloves", + "hands on", + "experience" + ], + [ + "gloves" + ], + [ + "Making gloves", + "hands - on experience" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_1544", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "you use cards to gamble ", + "This is a play on words. The word \"discarded\" means thrown away but \"discard\" also refers to when gamblers place playing cards they're no longer able to use in the discard pile.", + "Gamblers are often seen at card tables. Gamblers get discarded, or they get thrown out. Discarded can mean without cards. I think this joke is trying to relate gambling and cards. ", + "", + "Gamblers might be involved in card games. To be discarded can refer to both a card game, where you might fold, or to be thrown away." + ], + "Joke keywords": [ + [ + "gambelers", + "discarded" + ], + [ + "OLD GAMBLERS", + "die", + "discarded" + ], + [ + "gamblers", + "discarded" + ], + [ + "" + ], + [ + "OLD GAMBLERS", + "never die", + "discarded" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_909", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "buns and rolls are what bakers make and roll sounds like role ", + "This is a play on words. The word \"role\" means the contribution something makes but \"roll\" is a round loaf of bread that accompanies meals.", + "A role is a part. Role sounds like roll. A roll is a piece of bread that is small. The buns, which are a type of bread, play a small role, as in, buns are small rolls. ", + "Buns are also called rolls. Here, role is used to sound like roll", + "Something that plays a small role means it doesn't have much involvement. A bun is a type of baked good, less commonly baked in large volumes in a bakery." + ], + "Joke keywords": [ + [ + "buns", + "play", + "role" + ], + [ + "bakery", + "buns", + "role" + ], + [ + "bakery", + "buns", + "role" + ], + [ + "buns", + "bakery" + ], + [ + "bakery", + "buns", + "play small role" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_591", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 1, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a play on words. The word \"flop\" refers to a crash in the stock market but \"flop\" also references how Viagra treats erectile dysfunction to prevent a different kind of flopping.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "stock market crashes", + "Viagra", + "beats", + "flop" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_856", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a play on words. For something to be \"beneath you\" means that you feel you are too good to do that thing. However, here \"beneath me\" refers to the basement floor being underground, or literally beneath where the speaker is currently standing.", + "The basement floor is a floor that is beneath (or underneath) all other floors in a building. For something to be \"beneath someone\" it can mean under, or it can mean that the person is too good for a situation. This joke can be interpreted as the basement floor is literally beneath this person, taking an elevator to the basement floor is not suitable for this person.", + "\"Beneath me\" means to be of a lesser caliber, but here it also literally means underneath them", + "When something is beneath you, it means you are too good for it. Basements are beneath the ground." + ], + "Joke keywords": [ + [ + "" + ], + [ + "elevator", + "basement", + "beneath me" + ], + [ + "elevator", + "basement", + "beneath me" + ], + [ + "elevator", + "basement" + ], + [ + "never taken", + "elevator", + "basement floor", + "beneath me" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "hom_2175", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a play on words. To be \"on the same wavelength\" means people are thinking or acting in agreement with each other. However, here \"on the same wavelength\" refers to how wavelengths are sound waves that make up what people hear on the radio.", + "To be on the same wavelength as someone means to be in agreement with that person. Additionally, a radio can be tuned to a specific wavelength so you can listen to your favorite music. ", + "Radios need a wavelength/frequency in order to work. Here, \"to be on the same wavelength\" also means to be thinking the same.", + "Being on the same wavelength means to be on the same level or the same idea. Radios involve wavelengths." + ], + "Joke keywords": [ + [ + "" + ], + [ + "inventors", + "radio", + "same wavelength" + ], + [ + "inventors", + "radio", + "wavelength" + ], + [ + "radio", + "wavelength" + ], + [ + "inventors", + "radio", + "same wavelength" + ] + ], + "Annotator_IDs": [ + 0, + 1, + 3, + 4, + 2 + ] + }, + { + "ID": "het_184", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on 'mourning' sounding like 'morning', and how some people aren't 'morning people' because they don't like that time of day.", + "This joke doesn't work because not all funerals take place in the morning.", + "This is a pun on 'morning'. If you're not a morning person it means you don't like mornings, but 'mournings' is used here because it sounds siilar and it means the expression of deep sorrow for someone who has died", + "The joke is a pun. The phrase is usually 'morning people', but since the subject is funerals, it was replaced with 'mourning', which is grieving loss.", + "mourning sounds like morning " + ], + "Joke keywords": [ + [ + "funerals", + "mourning" + ], + [ + "avoided funerals", + "mourning person" + ], + [ + "avoided", + "funerals", + "mourning" + ], + [ + "funerals", + "mourning person" + ], + [ + "funerals", + "mourning person" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1315", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 4, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"credit\". Some people believe that the Lord has power over what happens to you. So when good things happen, they give him credit and thank him. \"Credit\" can also mean a credit card. When you pay for something you can pay with credit card or cash. ", + "The joke works because it flips the audience's expectation. Giving the lord credit means thanking a religious deity when good things come into one's life. However credit here is used as a pun on credit as a form of currency.", + "This is a joke based simply on the idea that giving someone 'credit' is to basically acknowledge them, and this is taking it literally since cash is the opposite of credit ", + "The joke is play on the word 'credit'. 'Giving someone credit' can usually mean to respect or recognize them. Credit can also refer to credit cards, which is why the next line is 'few give him cash'.", + "credit can mean saying someone is responsibe or it can mean financial credit " + ], + "Joke keywords": [ + [ + "give the lord credit", + "give him cash" + ], + [ + "give the lord credit", + "cash" + ], + [ + "lord", + "credit", + "cash" + ], + [ + "give", + "credit", + "cash" + ], + [ + "credit", + "cash" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_388", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on 'sand grains', and how 'grainy' refers to a poor-quality photograph.", + "The photo had a grainy resolution, and it included a lot of grains of sand.", + "", + "The joke is a pun. The word 'grainy' in terms of photographs can mean that it looks unclear or as if the lens was unclean. Small pieces of sand are called 'grains' of sand.", + "grainy can mean low resolution or it can mean grains of sand " + ], + "Joke keywords": [ + [ + "sandstorm", + "grainy" + ], + [ + "photograph", + "sandstorm", + "grainy" + ], + [ + "" + ], + [ + "photograph", + "sandstorm", + "grainy" + ], + [ + "photograph", + "sandstorm", + "grainy" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_185", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on how \"kitten\" sounds like \"kiddin'\", based on the phrase \"curiosity killed the cat\".", + "A kitten is a baby cat, and here it's a play on 'kidding'", + "This is a pun on 'kidding' which means 'not serious', but 'kitten' is used in it's place because it sounds similar and a kitten is a baby cat ", + "The joke is a pun. 'Kitten' sounds like 'kidding'. Kittens are newborn cats.", + "kitten sounds like kidding " + ], + "Joke keywords": [ + [ + "curiousity killed the cat", + "kitten" + ], + [ + "curiosity", + "killed", + "cat", + "kitten" + ], + [ + "curiosity", + "cat", + "kitten" + ], + [ + "curiosity killed the cat", + "weren' t kitten" + ], + [ + "cat", + "kitten" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_193", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "An audience says 'boo!' when they don't like a performer's set, and 'boos' is a play on 'booze', or the alcohol they drank to get drunk.", + "", + "The joke is a pun. 'Boos' sounds like 'booze', and the audience is drunk. Boos from a crowd mean the audience doesn't like a performance. Booze is a term to refer to alcoholic beverages.", + "boos sounds like booze " + ], + "Joke keywords": [ + [ + "" + ], + [ + "performer", + "audience of drunks", + "boos" + ], + [ + "" + ], + [ + "performer", + "audience", + "drunks", + "boos" + ], + [ + "drunks", + "boos" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_750", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1010", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on how a scream could sound like \"eek!\".", + "An actress who just screams in a movie doesn't make that much money, so she eeks out a living. 'Eek' is also the sound she makes when she screams.", + "", + "The joke is a pun. 'Eek' sounds like 'seek', which would normally be used in the phrase 'seeks out a living'. 'Eek' is sometimes the sound people make when they shriek or scream.", + "eek sounds like eke" + ], + "Joke keywords": [ + [ + "screaming", + "eeks" + ], + [ + "actress", + "screaming role", + "eeks out a living" + ], + [ + "" + ], + [ + "actress", + "screaming role", + "eeks out a living" + ], + [ + "screaming", + "eeks" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_532", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_864", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The joke doesn't work because the meaning of 'assent' doesn't make sense in this context.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "mailed", + "letter", + "assented" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1416", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "This is a pun on how 'jeans' and 'genes' sound the same.", + "The designer makes jeans - it's in her genes to do so!", + "This is a pun on 'jeans', which are just a type of pants but it's usually spelt 'genes' which are the basic physical and functional unit of heredity", + "", + "jeans sounds like genes " + ], + "Joke keywords": [ + [ + "third-generation", + "jeans" + ], + [ + "third-generation", + "designer", + "in her jeans" + ], + [ + "third-generation", + "designer", + "jeans" + ], + [ + "" + ], + [ + "clothes designer", + "jeans" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1378", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1734", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "This is a pun on how 'dawn' refers to sunrise, and the relation to the person's insomnia keeping them up all night.", + "It dawned on the speaker that they had insomnia right around dawn.", + "This is a pun on \"dawned\" which in this conext means realizing something, but it's also used because 'dawn' also means start of a new day", + "", + "dawned can mean understanding came or it can mean a sunrise " + ], + "Joke keywords": [ + [ + "insomnia", + "dawned" + ], + [ + "insomnia", + "awake", + "dawned on me" + ], + [ + "insomnia", + "awake", + "dawned" + ], + [ + "" + ], + [ + "insomnia", + "dawned" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_738", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "This is a pun on how billboards are signs, and that they were taken down; \"de-signed\"", + "", + "", + "", + "designed sounds like de-signed " + ], + "Joke keywords": [ + [ + "billboards", + "designed" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "removed billboards", + "designed" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1024", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun on how musical pieces are made of 'notes', and how a bandleader is asking if someone can read the notes.", + "The bandleader asked in a memorable way whether the person could read music notes (another pun).", + "", + "", + "" + ], + "Joke keywords": [ + [ + "music", + "bandleader", + "notably" + ], + [ + "read music", + "notably" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1006", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "This is a pun on Einstein's Theory of Relativity.", + "Einstein invented the theory of relatively and got on relatively well with his parental relatives.", + "This is a pun on 'relatively' which is initially referring to Einsteins relation to his parents as they are related, but its also being used since Einstein came up with the theory on relativity", + "The joke is a pun. 'Relatively speaking' means talking about one thing in relation to another. Einstein came up with the theory of relativity.", + "relatively can refer to his theory of relativity " + ], + "Joke keywords": [ + [ + "Einstein", + "relatively" + ], + [ + "Einstein", + "got along well", + "parents", + "relatively" + ], + [ + "Einstein", + "parents", + "relatively" + ], + [ + "Einstein", + "parents", + "relatively speaking" + ], + [ + "Einstein", + "relatively" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_908", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "This is a pun on how tailors deal with fabrics.", + "Those jerks! Tailors are fabricating, or lying about, what they can do with garments brought to them. Unfortunately, they don't work that well with their fabric.", + "This is a pun on 'fabrication' which is another word for 'lie' but it's also being used here because tailors deal with various fabrics", + "The joke is a pun. Tailors work with fabric. A 'fabrication' can also mean something that is made up or fake.", + "" + ], + "Joke keywords": [ + [ + "tailor", + "fabrication" + ], + [ + "promises", + "tailors", + "fabrication" + ], + [ + "promises", + "tailors", + "fabrication" + ], + [ + "tailors", + "fabrication" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_491", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_188", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun on how a duck is asking his friend if he is a coward, \"being chicken\".", + "To be 'chicken' means to be cowardly, and a chicken is a different kind of bird than a duck.", + "", + "I think the joke is that they are ducks, not chickens. The phrase 'what are you chicken?' is often used to mean 'are you scared?'.", + "" + ], + "Joke keywords": [ + [ + "duck", + "chicken" + ], + [ + "duck", + "wouldn't go", + "water", + "chicken" + ], + [ + "" + ], + [ + "duck", + "What are you, chicken" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_903", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on how dynamite goes 'boom'.", + "Dynamite is very popular - that's why business booms. It also literally booms because that's dynamite's job.", + "This is a pun on the phrase 'booming business' which is meant to mean a successful business, but it's also being used hee because dynamtie makes a booming sound when it goes off", + "The joke is a pun. Dynamite is explosive and many would say it makes a 'boom' noise when detonating. 'Booming' business means a very successful and profitable business.", + "booming can mean doing well or it can mean an explosion " + ], + "Joke keywords": [ + [ + "dynamite", + "booming" + ], + [ + "dynamite", + "booming business" + ], + [ + "dynamite", + "booming", + "business" + ], + [ + "manufacturers", + "dynamite", + "booming business" + ], + [ + "dynamite", + "booming" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_300", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on how symphony sounds like sympathy.", + "A symphony is a type of classical music composition, and a pun here on 'sympathy'.", + "This is a pun on 'symphony' which is used in place of 'sympathy' which are feelings of pity and sorrow for someone else's misfortune, like not liking classical music. 'Symphony' is used instead because that's a term in music", + "The joke is a play on words. 'Symphony' in this case should be replaced with 'sympathy'. Sympathy is an understanding of a mutual feeling. A symphony is an organized group of musicians playing together.", + "symphony sounds like sympathy " + ], + "Joke keywords": [ + [ + "music", + "symphony" + ], + [ + "classical music", + "my symphony" + ], + [ + "classical", + "music", + "symphony" + ], + [ + "classical music", + "have my symphony" + ], + [ + "classical music", + "symphony" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_461", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"Greece\". \"Greece\" sounds like the word \"grease\", which is oil. Donuts are made with oil. ", + "Greece is a country and it's used here as a play on grease - a cooking ingredient.", + "This is a pun on 'Greece', implying that donuts were created in the country of Greece, but it's also being used because it sounds similar to grease, the oil, which donuts were actually first made in ", + "I think the joke is a pun. 'Greece' sounds like 'grease'. Greece is a country, and grease can mean the fatty oils some foods are cooked in.", + "" + ], + "Joke keywords": [ + [ + "donuts", + "Greece" + ], + [ + "donuts", + "made in Greece" + ], + [ + "donuts", + "made", + "Greece" + ], + [ + "donuts", + "first made", + "Greece" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1055", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun on the word \"pi\". Pi is a common number used in math problems. The wife is a math teacher. \"Pi\" sounds like \"pie\". \"Pie\" is a food and the wife is a great cook so she became famous for her pie.", + "The pun for pi - an algebraic term - and pie, the pastry - has been done to death.", + "This is a pun on 'pi' which in math terms is a mathematical constant number, approximately equal to 3.14159. But it's also being used because it sounds identical to 'pie' which is what someone who is a geat cook might make ", + "The joke is a pun. 'Pi' has a double meaning. Pi is a number related to the radius and circumference of circles in algebra. Pi sounds like 'pie' which would also make sense in that sentence, as the wife is both an algebra teacher and fine cook.", + "pi sounds like pie " + ], + "Joke keywords": [ + [ + "cook", + "algebra teacher", + "pi" + ], + [ + "fine cook", + "algebra teacher", + "famous", + "pi" + ], + [ + "cook", + "algebra", + "pi" + ], + [ + "wife", + "cook", + "algebra teacher", + "famous for her pi" + ], + [ + "cook", + "algebra teacher", + "pi" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1719", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "It's just common enough knowledge that Ignatius was the patron saint of Loyola - what 'loyally' refers to. That he always prays to that saint demonstrates his loyalty.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "always pray", + "St. Ignatius", + "loyally" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_471", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Electrick shocks vary by degrees, or phases. 'Phased' here is also used a pun on 'fazed', or bothered.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "electrick shock", + "wasn't phased" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1174", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"resignedly\". Resignedly means giving in to something. To \"resign\" means to quit your position. Nixon was a US President who resigned after he was found to be a crook.", + "The joke doesn't work - if Nixon said it resignedly, that means he'd given up trying to lie, even though that's exactly what he was doing. ", + "", + "The joke is that Nixon said this 'resignedly'. Former president Richard Nixon resigned from office. To say something resignedly means to say it in a way giving in to the insistence of another or to circumstances beyond one's control.", + "" + ], + "Joke keywords": [ + [ + "crook", + "Nixon", + "resignedly" + ], + [ + "crook", + "Nixon", + "resignedly" + ], + [ + "" + ], + [ + "Nixon", + "said resignedly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1261", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"rocks\". When something \"rocks, it could mean that it is really awesome or cool, or it could mean it moves back and forth, the way a rocking chair does.", + "It rocks because it's cool, and it also literally rocks back and forth", + "This is a pun on 'rocks' which in this conext is meant to mean that the chair is really cool. But it's also being used because rocking chairs are a type of chair ", + "", + "" + ], + "Joke keywords": [ + [ + "cool chair", + "rocks" + ], + [ + "cool chair", + "it rocks" + ], + [ + "cool", + "chair", + "rocks" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1855", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "He was so bad at repressing it - in spite of developing theories about repression - that he projected his excitement onto his patients!", + "This is a joke playing off the say \"barely contain his excitement\", but 'repress' is used here instead since Freud dealt with repressed memories", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Freud", + "repress", + "excitement" + ], + [ + "Freud", + "repress", + "excitement" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1164", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun on the word \"Nat\". \"Nat\" sounds like the word \"gnat\". A \"gnat\" is a type of insect. It's a funny coincidence for a person who studies insects to have a name that sounds like one.", + "Nat is a name and entomologists study gnats.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "Nat", + "entomologist" + ], + [ + "Nat", + "entomologist" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_704", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a roundabout reference to the dyeing of Easter eggs and the story of Jesus returning from the dead that the holiday is based on.", + "", + "The joke is a pun. To say something is 'to die for' is to say that it is something very fun, enjoyable, or good. 'Die' sounds like 'dye', which means to color something with dyes. Dying eggs is a tradition for many during Easter.", + "dye sounds like die" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Easter", + "dye for" + ], + [ + "" + ], + [ + "Easter", + "something to dye for" + ], + [ + "Easter", + "to dye for" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_505", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on the similar sound between 'raising' and 'raisin'.", + "They raise awareness of their product, which can be dried up into raisins.", + "This is a pun on 'raisin' which, in that spelling are dried grapes and it's used to replace 'raising' because it sounds similar.", + "The joke is a pun. Dried grapes are raisins. 'Raisin' sounds like 'raising' and in the context 'raising awareness' it sounds like they are trying to spread information.", + "raisin sounds like raising " + ], + "Joke keywords": [ + [ + "dried grapes", + "raisin" + ], + [ + "Sellers", + "dried grapes", + "raisin awareness" + ], + [ + "grapes", + "raisin", + "awareness" + ], + [ + "dried grapes", + "raisin awareness" + ], + [ + "grapes", + "raisin" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1367", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on the name of a dog breed, except it retreats instead of retrieves because it is frightened.", + "This is bizarre and I like it. A Golden Retriever is a breed of dog - what 'Golden Retreater' is referring to. The bird/dog hybird must look very bizarre as it half-runs half-flies away from things.", + "This is a pun on 'golden retreater', since to 'retreat' is to run away and it sounds similar to golden retriever which is a type of dog ", + "The joke is that instead of 'Golden Retriever' the dog is called a 'Golden Retreater' because it is cowardly and runs away. 'Retreat' means to fall back or escape.", + "Retreater sounds like retriever" + ], + "Joke keywords": [ + [ + "frightened", + "Golden Retreater" + ], + [ + "bird dog", + "runs from everything", + "Golden Retreater" + ], + [ + "dog", + "runs", + "retreater" + ], + [ + "A frightened bird dog that runs from everything is known as the Golden Retreater." + ], + [ + "frightened", + "dog", + "Golden Retreater" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_1204", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "That's a diss! They are alluding to something optical, and it's a pun on 'optical illusion', or something that tricks the eyes.", + "", + "", + "allusion sound like illusion " + ], + "Joke keywords": [ + [ + "" + ], + [ + "look good", + "glasses", + "optical allusion" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1925", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun about how girls get engagement rings before they are married.", + "If something has a nice ring to it, that means it sounds good. It's also an allusion to the rings that signify marriage.", + "This is a pun on the phrase \"has a nice ring to it\" meaning it's pleasant to hear, but it's also being used because when you marry someone you give them a ring ", + "The joke is a pun. To say something has a 'nice ring to it' means that it sounds nice. 'Ring' could also mean the wedding ring, which may in fact be a nice ring.", + "" + ], + "Joke keywords": [ + [ + "marriage", + "ring" + ], + [ + "marriage", + "nice ring" + ], + [ + "girls", + "marriage", + "ring" + ], + [ + "the word ' marriage'", + "nice ring to it" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_299", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun about how chickens live in coops.", + "Poor chickens. To recoup something is to regain the monetary value of a loss. It's also a pun on the coup where the chickens used to live", + "This is a pun on 'recoup' which means to regain something you lost, in this case for the chickens their home. But it's also being used since a home for chickens is known as a coup.", + "The joke is a pun. To 'recoup' something is to recover, repair, or rebuild. Chickens tend to live in chicken coops on a farm, and 'coop' sounds like 'recoup'.", + "recoup can mean recover or it can mean get a new coup " + ], + "Joke keywords": [ + [ + "chickens", + "tornado", + "recoup" + ], + [ + "chickens", + "tornado", + "recoup their losses" + ], + [ + "chickens", + "destroyed", + "recoup" + ], + [ + "chickens", + "tornado", + "destroyed", + "home", + "recoup" + ], + [ + "chickens", + "recoup" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1933", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "This is a pun about a football team being on the offensive in order to score more touchdowns.", + "It can be offensive because the game was mostly carried by the offensive line of the winning team, or because fans of the losing team were offended.", + "", + "", + "offensive can mean to offend or it can mean that the offense has the ball a lot " + ], + "Joke keywords": [ + [ + "football", + "offensive" + ], + [ + "football game", + "offensive" + ], + [ + "" + ], + [ + "" + ], + [ + "football", + "offensive" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_498", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Ailes' here is a pun on 'Isles': refers to audience members that didn't live on the mainland. Most likely, his biggest fans preferred to watch him from the aisles instead of from seats.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "comic routines", + "mainland", + "aisles" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1123", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This a pun about how rocks are hard.", + "It was technically difficult, and also, the large rock was a hard substance.", + "This is a joke based simply on the fac that a rock would literally be one of the hardest things to sculpt due to it's density", + "I think the joke is a pun. 'Hardest' can mean the most difficult, but it could also mean physically hard because it is a large rock that is being talked about.", + "hardest can mean difficult or it can refer to the rock being hard " + ], + "Joke keywords": [ + [ + "sculpture", + "rock", + "hardest" + ], + [ + "carve", + "sculpture", + "rock", + "hardest thing" + ], + [ + "sculpture", + "rock", + "hardest" + ], + [ + "sculpture", + "large rock", + "hardest thing" + ], + [ + "sculpture", + "hardest" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1870", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "This is a pun about how people go to chiropractors to alleviate their back issues.", + "They backed out as in 'cancelled', and it's a pun on the backs that chiropractors treat.", + "This is a pun on 'backed out' meaning the speaker chose not to go forward with the chiropractor appointment but it's also being used since Chriopractors deal with peoples backs", + "", + "backed out can refer to a back bone or to canceling " + ], + "Joke keywords": [ + [ + "chiropractor", + "backed" + ], + [ + "appointment", + "chiropractor", + "backed out" + ], + [ + "appointment", + "chiropractor", + "backed out" + ], + [ + "" + ], + [ + "chiropractor", + "backed out" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1642", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun about courts having 'hearings', and the defendant not having any ears.", + "The hearing refers to both a trail where the man was a defendant, and a pun on what he couldn't do with his missing ears.", + "This is a pun on 'hearing' which in this context is used to mean the defendants court date apperance, but it's also being used since the other definition of hearing is directly related to ears", + "The joke is a pun. The word 'hearing' in court is a scheduled meeting with a judge to negotiate a case. The defendant has no ears, so 'hearing' could also mean the ability to hear.", + "hearing can mean hearing sounds or it can mean a legal hearing " + ], + "Joke keywords": [ + [ + "earless", + "hearing" + ], + [ + "earless defedant", + "hearing" + ], + [ + "earless", + "waived", + "hearing" + ], + [ + "earless", + "defendant", + "waived", + "hearing" + ], + [ + "earless", + "hearing" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1814", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun about how chocolate, the thing being made at this factory, is sweet.", + "taking his sweet time' means he worked as slowly as possible, and it's a weak reference to the sweetness of the chocolate.", + "This is a pun on the phrase \"took his sweet time\" which means to take a long time to do something. But it's also being used here because chocolate is a sweet food ", + "I think the joke is that chocolates are sweet, and the phrase 'taking their sweet time' means to be taking a long time to do something.", + "chocolate is sweet and taking your sweet time means really taking your time " + ], + "Joke keywords": [ + [ + "chocolate", + "sweet" + ], + [ + "worked", + "chocolate factory", + "sweet time" + ], + [ + "chocolate", + "factory", + "sweet time" + ], + [ + "chocolate factory", + "took his sweet time" + ], + [ + "chocolate factory", + "sweet time" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_97", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_457", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun about how bees swarm.", + "swarm wishes' refers to the swarm of bees that made the honey while working as a play on 'warm wishes' - a friendly salutation.", + "This is a pun on 'warm wishes' which is antother way to say \"with love\", but 'swarm' is used instead since it sounds similar and it also what a grouping of bees is called", + "The joke is a play on words. 'Swarm wishes' is used instead of 'warm wishes'. Bees can fly around in large groups called swarms. 'Warm wishes' is generally wishing somebody a good day or similar nice things people say.", + "swarm sounds like warm " + ], + "Joke keywords": [ + [ + "bee keeper", + "swarm" + ], + [ + "sell", + "honey", + "swarm wishes" + ], + [ + "sell", + "honey", + "swarm wishes" + ], + [ + "bee keeper", + "swarm wishes" + ], + [ + "bee keeper", + "swarm wishes" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_137", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "The joke is a pun. 'Integral' is a mathematic function in calculus to find the area under a graph. 'Integral' can also mean crucially important.", + "integrals find area and integral can mean an important part of " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Finding area", + "integral part", + "calculus" + ], + [ + "area", + "integral" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1551", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a pun about the name Gene, and how genes are what DNA is made of.", + "Gene is both a name and what DNA researchers study.", + "This is a pun on 'Gene' which is nt only a name, but is also a sequence of nucleotides in DNA", + "The joke is a pun. 'Genes' are what controls the genetic features creatures have and is inside DNA. The person's name is Gene.", + "" + ], + "Joke keywords": [ + [ + "Gene", + "DNA" + ], + [ + "Gene", + "DNA researcher" + ], + [ + "Gene", + "DNA", + "researcher" + ], + [ + "name", + "Gene", + "DNA researcher" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_374", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun about how 'loaf' sounds like 'loathe'.", + "Guess it wasn't her passion after all. She hated bread after that, and 'loathe' is a play on 'loaf' of bread.", + "This is a pun on 'loathe' which means to feel intense dislike or disgust towards something, but it's also being used because it sounds similar to 'loaf' which is the form that bread comes in ", + "The joke is a play on words. 'Loathe' means to hate or dislike something. 'Loathe' sounds like 'loaf' which is the shape a fully baked batch of bread comes in usually.", + "loathe sounds like loaf " + ], + "Joke keywords": [ + [ + "bakery", + "loathe", + "bread" + ], + [ + "Working", + "bakery", + "loathe of bread" + ], + [ + "bakery", + "loathe", + "bread" + ], + [ + "Working", + "bakery", + "loathe of bread" + ], + [ + "bakery", + "loathe of bread" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_1783", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun about how an artist could draw.", + "He could attract a crowd and also depict it in his works.", + "This is a pun on the phrase \"draw a crowd\" meaning to attract a crowd, but it's also being used here in the literal sense since artists are known to draw ", + "The joke is a pun. To 'draw a crowd' is to get attention from a large number of people. 'Draw' also can refer to drawing a picture in art.", + "draw can mean bring in a crowd or it can mean to produce a picture of a crowd " + ], + "Joke keywords": [ + [ + "artist", + "draw" + ], + [ + "artist", + "great", + "draw a crowd" + ], + [ + "artist", + "draw", + "crowd" + ], + [ + "artist", + "draw a crowd" + ], + [ + "artist", + "draw a crowd" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_2168", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "This is a pun about Henry Ford's mass-produced Model T Car.", + "To perfect something to a T means to get every single detail as flawless as possible. It's also a pun on the Model T developed by Henry Ford.", + "This is a pun on the phrase \"pefected to a T\" which means you have succeeded in doing it exactly right, in this case designing a car. It's also being used since the Model T was Fords first car", + "", + "T sounds like tee" + ], + "Joke keywords": [ + [ + "Henry", + "Ford", + "T" + ], + [ + "Henry", + "Ford", + "to a T" + ], + [ + "Henry", + "Ford", + "T" + ], + [ + "" + ], + [ + "Ford", + "T" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_234", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a pun on tailors, and how they can make suits.", + "A tailor may suit himself if he decides to make his own revisions to a garment instead of the customer's. It's also a pun on the tailor deciding to tailor a suit for himself.", + "This is a pun on 'suit himself' which means to do whatever you want, but it's also being used here since tailors suit other people", + "The joke is a pun. The phrase 'suit yourself' generally means 'do what you want'. A tailor makes the clothing item, a suit.", + "tailors make suits and suit yourself can also mean to make your own decision " + ], + "Joke keywords": [ + [ + "tailor", + "suit" + ], + [ + "tailor", + "suit himself" + ], + [ + "tailor", + "suit", + "himself" + ], + [ + "tailor", + "suit himself" + ], + [ + "tailor", + "suit himself" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "het_649", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_60", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "This is a pun about how 'wells' are deep, and have a long way to their bottom.", + "To 'get to the bottom' of something means resolving a mysterious issue or entity. It also refers to the literal bottom of the well, where no one would want to find themselves.", + "This is a pun on \"get to the bottom of it\" which means to solve/ figure something out. It's also used because wells run really deep", + "", + "A well has a deep bottom. Getting to the bottom of a mystery means finding a conclusion and figuring it out. " + ], + "Joke keywords": [ + [ + "well", + "bottom" + ], + [ + "well", + "mystery", + "get to the bottom of it" + ], + [ + "well", + "mystery", + "bottom" + ], + [ + "" + ], + [ + "well", + "mystery", + "didn't want", + "bottom of it" + ] + ], + "Annotator_IDs": [ + 9, + 8, + 5, + 6, + 7 + ] + }, + { + "ID": "hom_991", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"grandfathered\" refers to when an old rule continues to apply due to a grandfather clause but \"grandfather\" also means the father of one's father.", + "a father's father is considered as a grnadfather ", + "The joke is a pun. The phrase 'grandfathering in' means allowing an existing operation or conduct to continue legally when a new operation or conduct would be illegal. The person in question is literally a grandfather.", + "In business, grandfathering refers to a group of people or businesses exempt from new laws, which means businesses can continue to operate as if the laws did not exist. A father's father is a grandfather. This is a play on the word grandfather. ", + "When something is grandfathered in, it means that it is immune to any changes made. A father's father is a grandfather, so the pun plays on the word grandfathered in in regards to changes made in a company, pressumably. " + ], + "Joke keywords": [ + [ + "father' s father", + "company", + "grandfathering him in" + ], + [ + "father's father", + "grandfathering" + ], + [ + "father' s father", + "stay with", + "company", + "changes", + "grandfathering him in" + ], + [ + "company", + "grandfathering" + ], + [ + "father's father", + "stay with company", + "many changes", + "grandfathered in" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1325", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "This is a play on words. The word \"arch criminal\" means a prolific or skilled criminal but an \"arch\" is also a part of the foot.", + "foots have arches and shoes needs arches for them to be comfortable ", + "The joke is a pun. 'Arch' can mean the arch shape of a foot, or in the case of 'arch villain', it means a principal or extreme villain.", + "An arch criminal is a highly prolific or skilled criminal. An arch in a shoe is there to support the arch of the foot. The joke can mean that the criminals that rob shoe stores are highly skilled or that they are people that steal shoe arches.", + "An arch criminal is considered a highly prolific criminal. Shoes have to do with feet, which contain arches anatomically. The pun is a play on the word arch. " + ], + "Joke keywords": [ + [ + "robs shoe stores", + "arch criminal" + ], + [ + "rob", + "shoe", + "arch" + ], + [ + "Someone", + "robs", + "shoe stores", + "arch criminal" + ], + [ + "robs", + "shoe stores", + "arch criminal" + ], + [ + "robs shoe stores", + "arch criminal" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_705", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"taking its toll\" means to have a negative effect on someone but a \"toll\" is also a payment you're required to make to cross a road or turnpike.", + "tolls are something you come across on the turnpike but in this case means a bad affect ", + "The joke is a pun. 'Toll' can mean the price or tax paid when driving on toll roads. The phrase 'takes its toll' can mean the effect of doing something, such as becoming tired from driving.", + "When someone is \"taking its toll\" it means that something is having a bad effect on someone. A toll is a charge payable for permission to use a particular bridge or road. The word \"toll\" is being used in two different ways here.", + "A turnpike is a mass highway system that often contains tolls where you pay a small fee for passing through. Something that has taken its toll means it's causing burden or negative effect. " + ], + "Joke keywords": [ + [ + "Driving", + "turnpikes", + "taking its toll" + ], + [ + "driving", + "turnpike", + "toll" + ], + [ + "Driving", + "many", + "turnpikes", + "taking its toll" + ], + [ + "driving", + "turnpikes", + "toll" + ], + [ + "Driving", + "turnpikes", + "taking its toll" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_1505", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a play on words. The word \"yam\" is a vegetable sometimes referred to as a sweet potato but \"I yam\" sounds like \"I am\".", + "yams are another word for sweet potatoes ", + "The joke is a play on words. The word 'yam' sounds like it's being said when saying 'I am'. Yams are very similar to sweet potatoes.", + "\"I yam impressed\" sounds like \"I am impressed\". Yam is a type of sweet potato. The joke is running together the words \"I am\" to make it sound like \"yam\".", + "A sweet potato can also be called a yam. Yam impressed is replacing the word Am or I am as in I am impressed." + ], + "Joke keywords": [ + [ + "Sweet potatoes", + "I yam" + ], + [ + "sweet potatoes", + "yams" + ], + [ + "Sweet potatoes", + "I yam", + "impressed" + ], + [ + "sweet potatoes", + "yam", + "impressed" + ], + [ + "Sweet potatoes", + "yam impressed" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1008", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"knockout\" means someone is very attractive but a \"knockout\" also refers to the final blow delivered in a boxing match.", + "knockout in this case means a person or thing that is overwhelmingly impressive or attractive", + "The joke is a pun. The word 'knockout' tends to mean being knocked to the ground or unconcious, usually in a boxing match. 'Knockout' can be used to describe someone as very attractive.", + "Someone that is a knockout is someone that is very attractive. A knock out in boxing is a fight-ending, winning punch (for the person that delivered the punch). The joke is playing on the double meaning of knockout.", + "" + ], + "Joke keywords": [ + [ + "boxer' s girlfriend", + "knockout" + ], + [ + "boxer", + "girlfriend", + "knockout" + ], + [ + "boxer' s", + "girlfriend", + "knockout" + ], + [ + "boxer's girlfriend", + "knockout" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_319", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_587", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"drills\" means exercises used for training but a \"drill\" is also an instrument used in dentistry.", + "dentist use drills on the patient teeths ", + "The joke is a pun. Dentists use drilling tools to dig through teeth for fillings. 'Drills' can also mean training exercises, as the wording of the joke seems to imply.", + "\"Going through many drills\" can mean going through many dental drills. It can also mean going through a lot of practice, so practice drills. This is a play on the word drills.", + "A drill can mean an exercise to practice something in particular. Dentists are known for using drills, the electrical equipment, in various procedures." + ], + "Joke keywords": [ + [ + "Dentists", + "drills" + ], + [ + "dentist", + "drills" + ], + [ + "Dentists", + "practice", + "through", + "many", + "drills" + ], + [ + "dentists", + "practice", + "drill" + ], + [ + "Dentists", + "practice", + "drills" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_116", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"redaction\" is a term used in editing for the process of removing text from a manuscript. But here, instead of deleting text from prose the editor is deleting weight from his body.", + "", + "", + "A redaction is a form of editing in which multiple sources of texts are combined and altered to make a single document. \"Weight redaction\" sounds like \"weight reduction\". The obese editor is trying to lose weight. ", + "" + ], + "Joke keywords": [ + [ + "obese editor", + "weight redaction" + ], + [ + "" + ], + [ + "" + ], + [ + "editor", + "weight", + "redaction" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_94", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"bubbled\" refers to making a bubble with chewing gum but sounds like \"doubled\" meaning to increase by twice the original amount.", + "you can make bubbles out of gum ", + "The joke is a play on words. The word 'bubbled' sounds similar to 'doubled'. Gum can be used to blow bubbles.", + "\"Bubbled his money\" sounds like \"doubled his money\". We're talking about the inventor of chewing gum. With gum, you can create bubbles. ", + "I think this pun is trying to replace the word doubled with bubbled, as in bubble gum." + ], + "Joke keywords": [ + [ + "chewing gum", + "bubbled", + "money" + ], + [ + "chewing gum", + "bubbled" + ], + [ + "inventor", + "chewing gum", + "bubbled", + "money" + ], + [ + "inventor", + "chewing gum", + "bubbled" + ], + [ + "inventor", + "chewing gum", + "bubbled his money" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1323", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"judgment\" means ability to make decisions but \"judgment\" also refers to the decision of a court of law.", + "laeyers help make the jury make there judgement ", + "", + "Lawyers are professionals that advise and represent clients in courts in front of a judge. When someone \"loses their judgment\" it means that they no longer have proper, clear understanding of a situation. ", + "A lawyer works in scenarios of law and order where judgements are often made by an official judge. Losing judgement means you lose your ability to make judgements in reality." + ], + "Joke keywords": [ + [ + "LAWYERS", + "die", + "lose", + "judgment" + ], + [ + "lawyers", + "judgement" + ], + [ + "" + ], + [ + "lawyers", + "die", + "judgment" + ], + [ + "OLD LAWYERS", + "never die", + "lose their judgement" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1756", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"gift\" means talent or ability but a \"gift\" is also a present given to someone on special occasions.", + "gifts are something you wrap but in this case means not having the skills ", + "The joke is a pun. 'Gift' can mean presents, but it can also mean a talent or being highly skilled in something.", + "Gift can mean ability. Gift also means a thing willingly given to someone without payment, so a present. This person tried wrapping Christmas presents, but didn't have the gift (or ability). It could also mean that they didn't have the literal gift (the present). ", + "Wrapping christmas presents require physically wrapping them with wrapping paper, something that is often considered a mundane skill. Having a gift for something means you are skillfull at it or talented, naturally. " + ], + "Joke keywords": [ + [ + "wrapping Christmas presents", + "gift" + ], + [ + "wrapping", + "present", + "gift" + ], + [ + "wrapping", + "Christmas presents", + "didn' t have", + "the gift" + ], + [ + "wrapping", + "Christmas presents", + "gift" + ], + [ + "wrapping", + "presents", + "didn't have", + "gift" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_150", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1185", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"re-cover\" means to ensure textile covering is fixed to furniture, as upholsterers do. However, \"recover\" also means to get better from sickness or injury.", + "people who are upholster change and update ", + "The joke is a pun. Upholstery is furnishings like couches, which one might cover with blankets pillows, sheets, or entirely recovered with a different material like leather. 'Recover' might also mean to get healthier after poor health condition.", + "To upholster means to cover the walls or furniture. To recover means to return to a normal state of health, mind, or strength. To recover means to cover again. Upholsterers never die, they just recover, or return to a normal state of health, or cover again.", + "" + ], + "Joke keywords": [ + [ + "UPHOLSTERERS", + "die", + "recover" + ], + [ + "upholster", + "recover" + ], + [ + "UPHOLSTERERS", + "die", + "recover" + ], + [ + "upholsterers", + "die", + "recover" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_252", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"officiously\" means volunteering one's services when they're not asked for. However, the way the word \"officiously\" is spoken kind of sounds like the word \"fish\" is in there somewhere.", + "", + "", + "", + "Officiously sounds like it has the word fish in it, and salmon and trout are two types of fish. " + ], + "Joke keywords": [ + [ + "trout", + "officiously" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "prefer trout to salmon", + "officiously" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1563", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. 'Temples' can refer to an area on the sides of the head, where hair could become grey. 'Temple' also refers to a place of worship for people of Jewish faith.", + "A rabbi is a religious leader that can often be found preaching in temples. Temples are buildings devoted to worship. Temples can also refer to the flat part of either side of the head between the forehead and the ear. Getting grey around the temples just means to be growing grey hair around the head. ", + "Getting grey around the temple means the hair around your temple, the sides of your upper face, begin to grey which is a sign of aging. Rabbi's are religious teachers in Judaism, and a temple, or Synagogue, is a place of worship in Judaism." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "RABBIS", + "die", + "grey", + "around the temples" + ], + [ + "rabbis", + "grey", + "temples" + ], + [ + "OLD RABBIS", + "never die", + "grey around", + "temples" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1056", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"look into\" means to examine the facts about a problem or situation, but \"look into\" also refers to gazing into a mirror to view one's reflection.", + "mirrors are something you look in ", + "The joke is a play on words. The phrase 'look into it' typically means to 'investigate or gather info' on something. One can literally look into a mirror to see their reflection however.", + "A mirror is something you can look into. To look into something means to get the details on something. This is a play on the phrase \"to look into\". ", + "This pun is about looking into the idea of shipping an antique mirror, and the dispatcher says they have to look into it first - as in look into whether it's possible to ship it or not." + ], + "Joke keywords": [ + [ + "ship", + "mirror", + "look into it" + ], + [ + "mirror", + "look into" + ], + [ + "old lady", + "dispatcher", + "trucking company", + "ship", + "antique mirror", + "says", + "look into it first" + ], + [ + "trucking company", + "mirror", + "Toronto" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_978", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"pat\" means to touch quickly and gently with the hand, as a masseur does when giving a massage. However, \"Pat\" is also a common first name.", + "masseur usually pat and rub people on the back ", + "The joke is a pun. The name 'Pat' is like the word 'pat' to press or tap with one's hand. A massuer uses their hands to pat and massage someone else's body.", + "Pat is a name, typically short for Patrick. \"Pat\" is also a verb which means to lightly touch something with your hand. A masseur is a person who provides massages professionally. A massage is a technique to manipulate the body's soft tissues by using pressure with the hands. ", + "" + ], + "Joke keywords": [ + [ + "name", + "Pat", + "masseur" + ], + [ + "pat", + "masseur" + ], + [ + "Pat", + "masseur" + ], + [ + "Pat", + "masseur" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1684", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + "", + 1, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_808", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"roll out\" means to release a product to the public but \"roll\" also means to turn on wheels, as tires do.", + "tire usually rolls around ", + "The joke is a pun. 'Roll out' means to unveil, release, or reveal something. Tires literally roll as they are circular.", + "\"To roll out\" something means to officially launch or introduce something. Tires are ring shaped components attached to vehicles that allow them to move. They roll. The word roll is being used in two different ways.", + "Rolling out a new product means to slowly release it to the public as a consumer item. Tires are round objects that roll. " + ], + "Joke keywords": [ + [ + "tire store", + "Roll out", + "product" + ], + [ + "tire", + "roll" + ], + [ + "tire", + "store", + "Roll out", + "new product" + ], + [ + "tire", + "roll out", + "product" + ], + [ + "tire store", + "Roll out", + "new product" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_112", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"getting twelve months\" refers to the thief getting a twelve month prison sentence for his crime. However, \"getting twelve months\" also refers to the thief stealing the calendar, since a calendar contains pages for each of the twelve months of the year.", + "the calendar has 12 months for the year ", + "The joke is a pun. When saying someone 'got twelve months' in terms of legal repurcussions, it means that they have been sentenced for a criminal charge for that amount of time. A calendar also has twelve months on it typically.", + "The joke has two meanings. It can mean that the thief who stole a calendar stole 12 months. Calendars typically have at minimum 12 months because 12 months are in 1 year. But it can also mean that the thief who stole the calendar recieved jail time of 12 months for their crime. ", + "A calendar consists of one year, or twelve months. Getting twelve months also means to get twelve months of prison time, as the person is a thief who stole a calendar." + ], + "Joke keywords": [ + [ + "thief", + "stole", + "calendar", + "twelve months" + ], + [ + "stole", + "twelve", + "months", + "calendar" + ], + [ + "thief", + "stole", + "calendar", + "got", + "twelve months" + ], + [ + "thief", + "calendar", + "twelve months" + ], + [ + "thief", + "stole", + "calendar", + "twelve months" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_889", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"clearly\" means without doubt but \"cleared\" also is a term that means charges have been lifted, which is what happens when someone is exonerated.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "exonerated", + "clearly" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_900", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "a joke of a pun about a pun ", + "", + "", + "Two meaningful refers to the fact that puns are jokes with double meanings. This pun is meta in the sense that it's about a pun, and two meaningful sounds like too meaningful, as in it's personal and contains deep meaning. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "puns", + "two" + ], + [ + "" + ], + [ + "" + ], + [ + "book about puns", + "birthday", + "two meaningful" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_2202", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "This is a play on words. The word \"fired\" means to dismiss an employee from a job but \"fired\" also refers to the discharge of a gun or cannon to propel a projectile.", + "you need to fire a cannon ball but in this case means fired from work ", + "The joke is a pun. In a circus performance or something similar, 'the human cannonball' is typically a person who is shot or 'fired' out of a cannon. 'Fired' also can mean losing one's job.", + "To be fired at a job means the employer terminates employment against the will of the worker. Showing up late for work multiple times can be enough to get fired. To fire a cannon means to set it off. The use of the word \"fire\" is used in two ways here. ", + "A human cannonball is someone who gets shot out of a canon. Getting fired refers to the fact that the person was terminated from their job, but also refers to being fired out of a cannon." + ], + "Joke keywords": [ + [ + "human cannonball", + "late", + "fired" + ], + [ + "cannonball", + "fired" + ], + [ + "human cannonball", + "late for work", + "got fired" + ], + [ + "cannonball", + "late for work", + "fired" + ], + [ + "human cannonball", + "late for work", + "fired" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_1580", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"frank\" means honest and direct but \"franc\" is also the monetary currency of France.", + "", + "The joke is a pun. Speakingly 'frankly' means to speak bluntly or to the point. The word 'franc' is the basic monetary unit of Switzerland and several other countries including France.", + "A franc is a monetary unit used in France. Franc sounds like frank. To be frank means to be open, honest and direct. The joke here could mean that the bankers are known for talking about francs (the currency) or for being frank in their speech (direct).", + "A franc is a type of currency used in france. Frank talk refers to literal or blunt and direct talk, and works in the context of french bankers." + ], + "Joke keywords": [ + [ + "French bankers", + "franc talk" + ], + [ + "" + ], + [ + "French", + "bankers", + "known for", + "franc", + "talk" + ], + [ + "french bankers", + "franc", + "talk" + ], + [ + "French bankers", + "franc talk" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_871", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"bundle\" means a bale of hay but \"bundle\" also means a large amount of money.", + "Baling is the final step in processing hay into bundles ", + "The joke is a pun. A hay bale is a bundle of hay. To 'make a bundle' implies that one has earned a lot of money.", + "The word bundle tends to get associated with hay. To \"make a bundle\" is a saying that means to make a lot. The pun here can refer to making a lot of money through a hay bailing machine, or it can mean the hay bailing machine created a lot of bundles of hay.", + "A bundle of hay is a ball of hay, and making a bundle means you made a large amount of money. The pun is about an inventor of hail bundling making a large amount of money." + ], + "Joke keywords": [ + [ + "hay baling machine", + "bundle" + ], + [ + "hay baling", + "bundle" + ], + [ + "inventor", + "hay baling", + "machine", + "made a bundle" + ], + [ + "hay bailing machine", + "bundle" + ], + [ + "Inventor", + "hay baling machine", + "bundle" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_1156", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"testily\" means irritable but \"test\" is another word for an exam.", + "tests are another word for exams ", + "The joke is a pun. Another word for an exam is a test. To say something 'testily' is to say it in an aggravated or irritated way.", + "Another word for exam is test. We see the word \"test\" in \"testily\". Testily means easily annoyed. Testily was cleverly used to express the feelings Tom had about his exam.", + "" + ], + "Joke keywords": [ + [ + "flunked", + "exam", + "testily" + ], + [ + "flunked", + "exam", + "testily" + ], + [ + "flunked", + "exam", + "said", + "testily" + ], + [ + "exam", + "flunked", + "testily" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_874", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "iron is in the word ironic which tailors use", + "", + "A tailor is a person that makes fitted clothes. An iron is used to smooth out wrinkles in clothing. We see the word \"iron\" in \"ironic\". Ironic refers to something happening in the opposite way of what was expected, causing amusement. The joke selectively used the word ironic to explain what happens to tailors when they get older. ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "tailors", + "ironic" + ], + [ + "" + ], + [ + "tailors", + "never die", + "ironic" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_1429", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"haven\" means a harbor for boats but also sounds like \"heaven\" meaning a very pleasant or enjoyable place.", + "", + "", + "Haven is synonym for port. \"Haven on earth\" sounds like \"heaven on earth\" which is a saying that tries to describe how wonderful something is.", + "In the context of sea, a haven is a place of refuge from the sea, such as a port. Haven on earth sounds like heaven on earth, which is a phrase used to describe a great place." + ], + "Joke keywords": [ + [ + "port", + "haven on earth" + ], + [ + "" + ], + [ + "" + ], + [ + "port", + "sailors", + "haven on earth" + ], + [ + "port", + "beautiful", + "haven on earth" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_218", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"can't stand\" means unable to tolerate a situation but \"can't stand\" also refers to how someone without legs literally can't stand up.", + "you need legs to be standing up ", + "The joke is a pun. Legs are used for physically standing. To say that one 'can't stand' something is to say that they couldn't bare something.", + "If someone is saying that they can't stand something, they are saying they can't tolerate something. In order for a human being to stand they need their legs and feet. If you don't have legs, you can't stand.", + "This pun is a literal joke about not being able to stand without legs. Not being able to stand something means you can't put up with it." + ], + "Joke keywords": [ + [ + "couldn' t stand", + "without", + "legs" + ], + [ + "stand", + "legs" + ], + [ + "couldn' t stand", + "to be without", + "legs" + ], + [ + "stand", + "legs" + ], + [ + "couldn't stand", + "without my legs" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_981", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"stunning\" means very beautiful but \"stunning\" also means to knock unconscious as if hit by a taser gun.", + "tasers usually stun people ", + "The joke is a pun. To call someone 'stunning' is to say that they are very attractive or beautiful. A taser is a device used to stun someone with an electric shock.", + "Stunning has multiple meanings. It can be used to describe someone as very attractive. It can also be used to explain shocking someone with a taser. The woman in this pun can be interpreted as someone very attractive, or someone using their taser to stun someone. ", + "A taser is a device that shocks people in self defence, and stunning is another word for shock. Stunning also refers to an attractive person." + ], + "Joke keywords": [ + [ + "woman", + "taser", + "stunning" + ], + [ + "taser", + "stunning" + ], + [ + "woman", + "owned", + "taser", + "stunning" + ], + [ + "taser", + "stunning" + ], + [ + "woman", + "taser", + "stunning" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_860", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "people who are diabetic usually can't eat sweets because of there blood sugar ", + "The joke is a pun. 'Sweet dreams' are pleasant dreams. Diabetics have medical issues involving sugar, which relates to sweet foods.", + "A diabetic needs to monitor their blood sugar levels, and sugary foods are considered sweet. \"Sweet dreams\" is a phrase meaning pleasant dreams. The joke is playing on the word sweet and its different meanings.", + "Diabetics are people with diabetes, or a condition where their bodies cannot produce insulin and regulate blood sugar naturally. Sweet dreams are generally good dreams, but this pun is refering to a sweet dream in the sense of sugar sweetness." + ], + "Joke keywords": [ + [ + "" + ], + [ + "diabetic", + "sweet dream" + ], + [ + "Diabetics", + "sweet dreams" + ], + [ + "" + ], + [ + "Diabetics", + "not be allowed", + "sweet dreams" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_247", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"Brooks\" is a first name but a \"brook\" is also a small stream and irrigation consultants work with controling the water flow of streams/brooks.", + "", + "The joke is a pun. Another name for a body of water similar to a small river is a brook. The person's name is Brooks and they work in irrigation, which is the rerouting of water for things like farming.", + "\"Brooks\" may be the name of a person, but brooks can also be the plural for brook. A brook is a body of water. Irrigation is the process of applying controlled amounts of water to land to assist in the production of crops. Brooks is an irrigation consultant. The joke is on the different meaning of \"brooks\". ", + "A brook is a type of small stream that is caused by downhill water flow from runoff or a body of water. Irrigation is man-made water flow. " + ], + "Joke keywords": [ + [ + "name", + "Brooks", + "irrigation" + ], + [ + "" + ], + [ + "Brooks", + "irrrigation consultant" + ], + [ + "brooks", + "irrigation" + ], + [ + "Brooks", + "irrrigation consultant" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_204", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. A \"gnu\" is a large antelope but \"gnus\" sounds like \"news\" meaning newly received information.", + "", + "The joke is a pun. The word 'gnus' sounds like 'news' which would make the phrase 'I heard the news' meaning the information was received. A 'gnu' is a dark african antelope.", + "\"Gnus\" sounds like \"news\". Gnus are a type of African antelope. News is noteworthy information that is broadcasted. The joke is a play on the word \"gnus\" which sounds like \"news\".", + "" + ], + "Joke keywords": [ + [ + "antelopes", + "gnus" + ], + [ + "" + ], + [ + "learned", + "antelopes", + "heard the gnus" + ], + [ + "antelopes", + "gnus" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_778", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. To \"lose your cool\" means to fail to remain calm but \"lose your cool\" also means no longer able to keep the air at a cool temperature, as air conditioners are supposed to do.", + "air conditioners usually make people cool ", + "The joke is a pun. Air conditioners cool the air. For one to 'lose their cool' means that they become irritated or angry with something.", + "An air conditioner cools a room down. Sometimes when people get older, their temperament changes and it's easier to irritate them. When someone \"loses their cool\" it means that they lose their temper. ", + "An air conditioner is a device that provides cool air for climate control. Losing your cool means losing your temper or ability to relate. " + ], + "Joke keywords": [ + [ + "AIR CONDITIONER REPAIRMEN", + "die", + "lose their cool" + ], + [ + "air conditioner", + "cool" + ], + [ + "" + ], + [ + "air conditioner", + "lose their cool" + ], + [ + "OLD AIR CONDITIONER REPAIRMEN", + "never die", + "lose their cool" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_1751", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"sheepishly\" means in an embarassed manner but \"sheep\" is also an animal and baby sheep are known as lambs.", + "a lamb is younger version of the sheep ", + "The joke is a pun. To say something 'sheepishly' is to say it in a shy or quiet manner. The person is talking about a lamb, which is a young sheep.", + "A lamb is an animal. A lamb is a young sheep. \n\"Sheepishly\" is an adverb meaning in an embarrassed manner. Tom is trying to get the attention of a lamb, but is doing so sheepishly.", + "A lamb is a young sheep. " + ], + "Joke keywords": [ + [ + "lamb", + "sheepishly" + ], + [ + "lamb", + "sheepishly" + ], + [ + "You lamb", + "Said", + "sheepishly" + ], + [ + "lamb", + "sheepishly" + ], + [ + "lamb", + "sheepishly" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_815", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"down\" means upset but \"down\" is also the feather of a duck.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "duck", + "feeling down", + "happy" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1885", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"mental block\" means an inability to perform a mental action but a \"block\" is also a large solid cube piece of hard material.", + "blocks and cubes are the same thing just a different word for each other ", + "The joke is a pun. A mental 'block' is to be stuck attempting to figure out what one wishes to create or do. A 'block' is another word for a cube.", + "A cube can be considered a block. A block is a solid piece of hard material, typically with flat surfaces on each side. A mental block is an inability to think through or recall something. The word block is being used in different ways here.", + "A mental block is when you can't think or designate steady thought on your current task. A cube is a 3d square and can also be considered a block." + ], + "Joke keywords": [ + [ + "artist", + "cube", + "mental block" + ], + [ + "cube", + "block" + ], + [ + "artist", + "draw", + "cube", + "mental block" + ], + [ + "artist", + "cube", + "mental block" + ], + [ + "artist", + "draw a cube", + "mental block" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1183", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"tangent\" means a different line of thought or action but \"tangent\" is also a mathematical term used in calculus ", + "tangent is a math term used in math ", + "The joke is a pun. 'Tangent' is a term related to sines and cosines mathematics. To 'go off on a tangent' means to trail away from the main discussion to talk about something that was brought up.", + "\"To go off on a tangent\" is an expression meaning to get distracted and change subject. Calculus is a branch of mathematics. In calculus, we see the term tangent used differently, as a way to explain a line going through a singular point on a graph. The joke is tying in mathematical language with students getting easily distracted.", + "A tangent is a concept in calculus, and is also when a conversation has gone off-track into smaller conversations." + ], + "Joke keywords": [ + [ + "calculus", + "class discussion", + "tangents" + ], + [ + "calculus", + "tangent" + ], + [ + "calculus teacher", + "tried", + "keep", + "students on task", + "class discussion", + "going off on", + "tangents" + ], + [ + "calculus", + "teacher", + "tangents" + ], + [ + "calculus teacher", + "students on task", + "class discussion", + "off on tangents" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_1459", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1972", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"make a good point\" means to make a fair or interesting argument. However, \"make a good point\" also refers to making the end of a pencil sharp, as one does using a pencil sharpener.", + "pencils needs to be sharp with a point to write ", + "The joke is a pun. A pencil sharpener is used to sharpen the tip or 'point' of a pencil. To 'make a point' is to tell someone an important reasoning or fact.", + "\"To make a good point\" is to make a fair argument. A pencil sharpener sharpens a pencil to a point. The pun is using point in the figurative sense but also the literal sense. ", + "This joke is literal in the sense that a pencil sharpener sharpens pencils to have a good point. A good point also refers to a good idea or main point in a conversation." + ], + "Joke keywords": [ + [ + "pencil sharpener", + "good point" + ], + [ + "pencil", + "good point" + ], + [ + "pencil sharpener", + "make", + "good point" + ], + [ + "pencil sharpener", + "point" + ], + [ + "pencil sharpener", + "needed", + "good point" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_942", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"recklessly\" means spoken rashly but \"recklessly\" also means doing something without regarding the danger and reckless driving could cause car accidents.", + "car accidents can happen when you drive recklessly ", + "The joke is a play on words. To say or do something 'recklessly' is to do something dangerously without fear of consequences, injury, or failure. The word 'recklessly' sounds like 'wreck-less-ly' which could possibly be taken to mean 'without wrecks' as in, the person has never wrecked their car from a car crash.", + "It's common to refer to a car accident as a car wreck. The word \"wreck\" can be heard in \"recklessly\" which means without regard to the consequences of one's actions. Tom is recklessly saying he's never had a car accident.", + "Recklessness can lead to a car accident, so proclaiming you've never had a car accident might lead to reckless behavior because you think you're invincible." + ], + "Joke keywords": [ + [ + "car accident", + "recklessly" + ], + [ + "car incident", + "recklessly" + ], + [ + "never had", + "car accident", + "said", + "recklessly" + ], + [ + "car accident", + "recklessly" + ], + [ + "never had", + "car accident", + "recklessly" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1339", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"make his mark\" means to become noticed by making an impression. However, \"making a mark\" also refers to writing with a pen.", + "you can mark things with pens but in this case means to get noticed ", + "The joke is a pun. To 'make a mark' is a phrase that means to make an impact or change so that others can see one's accomplishment. Pens are used to draw or make 'marks' on paper typically.", + "When someone makes their mark it means they attained recognition or distinction. In the literal sense it can mean to draw a mark. Pens make marks. This is a play on the word mark.", + "Making a mark can mean to make a great impression or" + ], + "Joke keywords": [ + [ + "pens", + "make his mark" + ], + [ + "pens", + "mark" + ], + [ + "bought", + "lots of", + "pens", + "make his mark" + ], + [ + "pens", + "job", + "mark" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1584", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"spice\" means passion or excitement but \"spice\" is also an aromatic substance used to flavor food in cooking.", + "cooks usually use spice to season their foods ", + "The joke is a pun. To have 'spice' in one's life is to have a lot of interesting activities that one does to enjoy life. 'Spices' are flavorful ingredients used in cooking.", + "Spice can mean excitement. It can also mean seasoning that you cook with. Cooks cook with spice. Having a lot of spice in one's life can mean having a lot of excitement in one's life. The text can mean that cooks have a lot of excitement in their lives, or a lot of seasoning in their lives. It's a play on the word spice.", + "" + ], + "Joke keywords": [ + [ + "Cooks", + "spice" + ], + [ + "cooks", + "spice" + ], + [ + "Cooks", + "spice in their lives" + ], + [ + "cooks", + "spice", + "lives" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_632", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_162", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + "", + 1, + 1, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1987", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"mugging\" means the act of attacking and robbing someone but a \"mug\" is a cup used for drinking coffee.", + "you use a mug to drink coffee from ", + "The joke is a pun. 'Mugging' is another word for robbing someone. A 'mug' is also a cup typically used to drink coffee from.", + "A mug is a type of cup that can hold hot beverages and retain its heat. To mug someone means to attack or rob someone. Mugging here refers to stealing, it's just clever that \"mugging\" was used as mugs so often hold coffee.", + "Mugging is the act of robbing someone's personal belongings. Coffee is often drank out of a mug." + ], + "Joke keywords": [ + [ + "Stealing", + "coffee", + "' mugging'" + ], + [ + "stealing", + "coffee", + "mugging" + ], + [ + "Stealing", + "coffee", + "called", + "' mugging'" + ], + [ + "stealing", + "coffee", + "mugging" + ], + [ + "Stealing", + "coffee", + "mugging" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_1968", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"swept off her feet\" means very attracted to someone but \"swept\" also means cleaning an area with a broom, as a janitor does.", + "sweeping is something janitors have to do but in this case means to fall in love ", + "", + "A janitor is someone that cleans and maintains buildings. It's common to see a janitor sweeping a floor. When someone is \"swept off their feet\" it means that they are suddenly very attracted to someone in a romantic way. The text is tying in the job duties of a janitor with their daughter being romantically attracted to someone using the word \"swept\". ", + "A janitor often has the duty of sweeping up debris. Being swept off your feet is being taken away by love or romance." + ], + "Joke keywords": [ + [ + "Janitor' s", + "swept off her feet" + ], + [ + "janitor's daughter", + "swept off her feet" + ], + [ + "" + ], + [ + "janitor", + "swept off her feet" + ], + [ + "Janitor's daughter", + "swept off her feet" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_886", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"little patience\" means unwilling to wait but \"little patients\" means patients who are small and references that pediatricians work with children.", + "", + "I think the joke is a pun. The phrase 'little patients' sounds like 'little patience' as in the doctor is a very impatient person, or one who cannot be made to wait long. Pediatricians are doctors for children, so there may literally be little patients for them.", + "A pediatrician is a doctor that treats people 21 years old or younger (so children, infants, teenagers). Little patients sounds like \"little patience\". When someone has \"little patience\" it means that they do not have a lot of tolerance for whining or delays. The text can be understood as the pediatrician treats young people, or that the pediatrician has little patience.", + "" + ], + "Joke keywords": [ + [ + "pediatrician", + "little patients" + ], + [ + "" + ], + [ + "pediatrician", + "doctor of", + "little patients" + ], + [ + "pediatrician", + "doctor", + "little patients" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_681", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"dear\" means someone cherished by someone else but \"deer\" is an animal and female deer are known as \"does\".", + "deers are seen to have doe eyes ", + "The joke is a pun. A doe is a female deer. The phrase 'oh my dear' is a general expression of shock. The word 'dear' was replaced with the word 'deer' for the animal.", + "\"Oh my deer\" sounds like \"oh my dear\" except deer replaces dear. \"Oh my dear\" an expression used to express shock or concern. Doe like eyes means that someone has large, trusting eyes. A doe is a female deer.", + "A doe is a female deer, and doe like eyes are considered cute eyes. The pun is in reference to her saying oh my deer, where deer is replacing dear." + ], + "Joke keywords": [ + [ + "doe like eyes", + "my deer" + ], + [ + "doe", + "deer" + ], + [ + "doe like eyes", + "Oh, my deer" + ], + [ + "doe like eyes", + "deer" + ], + [ + "doe like eyes", + "Oh, my deer" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "het_348", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "\nCoffee is a drink that is very stimulating and perks people up, or it gets them alert and awake if they weren't already. \"I have seen the future, and it perks\" is close to sounding like \"I have seen the future, and it works\" which is a quote from journalist that made observations about the Soviet Union.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Mr. Coffee", + "Soviet Russia", + "perks" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 6, + 3, + 2 + ] + }, + { + "ID": "hom_717", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Get it? Because they realized something at the time the sun rose? Haha", + "This is a pun on how the word dawn can mean both when you come to a realization about something or the time of day when the sun rises.", + "The joke is a pun. 'Dawn' can refer to the the time of day when sunrise happens. An idea can also 'dawn' on someone, meaning they suddenly came to a realization.", + "This is a joke simply on the fact that dawn is another word for sunrise, and 'dawn' also has an alternative meaning of 'realization'", + "dawn can mean and idea comes or it can mean sunrise " + ], + "Joke keywords": [ + [ + "sunrise", + "ideas", + "dawn on them" + ], + [ + "get up at sunrise", + "dawn" + ], + [ + "sunrise", + "ideas", + "dawn on them" + ], + [ + "sunrise", + "ideas", + "dawn" + ], + [ + "sunrise", + "dawn" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_473", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "A dummy is both a stupid person and a mannequin that's used for demonstration or puppeteering.", + "This is a pun on the word \"dummies\", which can mean stupid people or the puppets ventriloquists use.", + "The joke is a pun. A ventriloquist is a performer who makes it appear as if their puppets have a voice of their own. Sometimes the puppets are referred to as 'dummies'. 'Dummy' is another word for stupid or unintelligent. The phrase 'just a bunch of dummies' sounds as if the speaker is saying they aren't smart, but they might literally be the dummies the ventriloquist performs with.", + "This is a pun based on the fact that the \"puppets\" that ventriloquists use are known as 'ventriloquist dummy", + "dummies can mean idiots or it can mean the doll a ventriloquist uses " + ], + "Joke keywords": [ + [ + "guys", + "ventriloquist", + "bunch of dummies" + ], + [ + "Bob the ventriloquist", + "dummies" + ], + [ + "guys", + "ventriloquist", + "hangs out with", + "nothing special", + "dummies" + ], + [ + "ventriloquist", + "dummies" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_2100", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "To moonlight means to have another job as a source of secondary income. It's also a pun on the moonlight that astronomers study.", + "This is a pun on how this guy moonlights, or works a second job, at night under the \"moonlight\". Also, he is an astronomer and they study the Moon and other things related to outer space.", + "The joke is a pun. 'Moonlighting' in terms of a job means to have a second job in addition to one's regular employment. Astronomers study space and all the objects within it. Moonlight--the sun's light reflected off the moon--may be a thing an astronomer collects data on.", + "", + "moonlighting can refer to actual moon light or it can mean having a second job " + ], + "Joke keywords": [ + [ + "day job", + "astronomy", + "moonlighting" + ], + [ + "day job", + "astronomy", + "night time", + "moonlighting" + ], + [ + "day job", + "astronomy", + "night time", + "moonlighting" + ], + [ + "" + ], + [ + "astronomy", + "moonlighting" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_1857", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "When the bases are 'loaded' in baseball, that means there's a player on every base with another player of the same team at bat. 'Loaded' here is also used as another way of saying 'rich'.", + "This is a pun on the word \"loaded\". In baseball, when the bases are loaded, it means that there are players on each base. \"Loaded\" can also mean very wealthy, like the baseball players in the joke. ", + "The joke is a pun. 'Loaded' is a word that can be used to describe someone as very wealthy. In baseball, if the bases are 'loaded' it means that there is a runner standing on each base.", + "", + "loaded can mean being rich or it can mean all the baseball bases have a person on them " + ], + "Joke keywords": [ + [ + "baseball players", + "lots of money", + "bases are loaded" + ], + [ + "baseball players", + "money", + "bases are loaded" + ], + [ + "baseball players", + "lots of money", + "often", + "bases", + "loaded" + ], + [ + "" + ], + [ + "baseball", + "bases are loaded" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_1808", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Hair parts to one side or the other usually, and men are parted from their hair when they go bald.", + "This is a pun on how the word parted can mean both to separate from each other or a way in which you style your hair. A balding man might part what hair he has left in such a way as to cover his bald spot.", + "I think the joke is a pun. 'Parted' can mean parting one's hair so it flows in two directions. 'Parted' can also mean separated from one another, as the man will not have hair once he is bald.", + "This is a pn on 'parted' which in this context is implying the man and his hair went their separate ways, but it's also being used because 'parted' is a type of hairstyle ", + "parted can mean to loose something or it can mean to be split in two different directions " + ], + "Joke keywords": [ + [ + "balding man", + "hair", + "parted" + ], + [ + "balding man", + "hair", + "parted" + ], + [ + "balding man", + "hair", + "soon parted" + ], + [ + "balding man", + "hair", + "parted" + ], + [ + "balding", + "parted" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_253", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on how \"wait\" sounds like \"weight\". The patient is trying to lose weight and it's very hard and they still have a long way to go so they are getting impatient.", + "I think the joke is a play on words. 'Weight' sounds like 'wait', and the phrase 'can't stand the wait' typically means 'is having a hard time remaining patient'. Since the speaker is talking about a diet plan and being healthier, the word 'wait' is replaced with 'weight' meaning body weight.", + "This is a pun on the phrase 'stand the weight' which usually means you can't deal with the pressure of a certain situation, but it's also being because your physical weight is something you try to control with a diet", + "weight sounds like wait " + ], + "Joke keywords": [ + [ + "" + ], + [ + "year - long diet regimen", + "weight" + ], + [ + "year - long diet regimen", + "patient", + "concluded", + "could not stand the weight" + ], + [ + "diet", + "patient", + "stand the weight" + ], + [ + "diet", + "weight" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1228", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on how \"coaxed\" sounds like \"Coke\" which is a brand of soft drink. ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "soft drink", + "coaxed" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_934", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "Puckish' means 'playfully', and it's a pun on the pucks that get batted around on a hockey rink.", + "This is a pun on how the adjective \"puckishly\" sounds like \"puck\", the object that's tossed around the ice rink in hockey.", + "The joke is a pun. In hockey, a puck is used to be hit into goals. Tom says this 'puckishly', which means having or showing a desire to cause trouble in a playful or harmless way.", + "", + "" + ], + "Joke keywords": [ + [ + "hockey", + "puckishly" + ], + [ + "hockey", + "puckishly" + ], + [ + "hockey", + "puckishly" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1063", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This joke would be funnier if it were better written. Tapioca is a type of pudding, and it's a pun on 'putting'.", + "This is a pun on how similarly that \"pudding\" and \"putting\" sound, phonetically.", + "The joke is a play on words. 'Pudding' sounds like 'putting' which would make the phrase into the one typically said 'one way of putting it'. Tapioca is a type of pudding.", + "This is a pun on the phrase 'that's on way of putting it', which often implies that the previous statement was unexpected or that it was not the way most people would say it. Howver, 'pudding' is used in it's place because it sounds similar and tapioca is a type of pudding", + "pudding sounds like putting " + ], + "Joke keywords": [ + [ + "tapioca", + "pudding it" + ], + [ + "tapioca", + "pudding" + ], + [ + "tapioca", + "one way of pudding it" + ], + [ + "good", + "tapioca", + "pudding" + ], + [ + "tapioca", + "pudding" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_203", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "Pop' is short for 'popular' music, but here it's also a pun on what happens to balloons when they meet sharp objects.", + "This is a pun on the pop genre of music, and how balloons go \"pop\".", + "The joke is a pun. Balloons tend to pop when poked by something sharp. 'Pop' is a genre of music.", + "This is a pun on 'pop music', which is a style of music but also being used because you can literally pop balloons", + "pop can mean an explostion or it can mean popular music " + ], + "Joke keywords": [ + [ + "group", + "Balloons", + "pop music" + ], + [ + "Balloons", + "pop music" + ], + [ + "Balloons", + "sings", + "pop music" + ], + [ + "balloons", + "sing", + "pop music" + ], + [ + "Balloons", + "pop" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_189", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "I'll give this OLD [PROFESSION]S joke more credit for being a hair more clever. 'Refluxes' is used as a pun on 'reflexes', and reflux is a chemical process that takes place in the body.", + "", + "", + "", + "refluxes sounds like reflexes " + ], + "Joke keywords": [ + [ + "OLD CHEMISTS", + "die", + "lose their refluxes" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "CHEMISTS", + "refluxes" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_1678", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. Masochists enjoy pain. Saying 'beats me' can sound like actually physically being beaten by something.", + "This is a pun on the phrase 'beats me' which in this context means the speaker cant figure out a reason why someone would want to be a masochist, but it's also being used because masochists enjoy pain and therefore would like to get beaten", + "beats me can mean a beating or it can mean to not understand " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Beats me", + "masochist" + ], + [ + "beats", + "me", + "masochist" + ], + [ + "Beats me", + "masochist" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_367", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "Womp. This is a darker joke about getting an illness that kills you that also happens to be a play on the terminals where planes get parked for deplaning/onboarding.", + "This is a pun about how airlines have terminals, and the phrase \"terminal illness\".", + "The joke is a pun. 'Terminal illness' is a very serious illness that may risk death. In an airport, the areas where you can board a plane are called terminals.", + "This is a pun on 'terminal illness' which is usually defined as a disease or condition which can't be cured and is likely to lead to someone's death. However, it's also being used here because there are terminals in airports", + "terminal can mean an airport terminal or it can mean a deadly illness " + ], + "Joke keywords": [ + [ + "sick", + "airport", + "terminal illness" + ], + [ + "sick", + "airport", + "terminal illness" + ], + [ + "sick", + "airport", + "terminal illness" + ], + [ + "sick", + "airport", + "terminal illness" + ], + [ + "airport", + "terminal illness" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1407", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "Tom said it in a complimentary way, and 'flatteringly' is a oblique reference to the flattening that steamrollers do.", + "This is a pun on how \"flatteringly\" has the word \"flatter\" in it and steamrollers make roads flatter.", + "The joke is a pun. A steamroller flattens things. The word 'flatteringly' has 'flat' in it, but it means to be praising or saying nice things about something or someone.", + "", + "" + ], + "Joke keywords": [ + [ + "steamroller", + "works", + "flatteringly" + ], + [ + "steamroller", + "flatteringly" + ], + [ + "steamroller", + "said", + "flatteringly" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_791", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun about the use of the byproduct whey, in the production of milk.", + "", + "This is a pun on the phrase \"lose their way\" which means to lose sight of what's important, but here it's replaced with 'whey' because it sounds similar and 'whey' is the liquid remaining after milk has been curdled and strained", + "whey sounds like way " + ], + "Joke keywords": [ + [ + "OLD MILKMAIDS", + "die", + "lose their whey" + ], + [ + "milkmaids", + "whey" + ], + [ + "" + ], + [ + "milkmaids", + "die", + "whey" + ], + [ + "MILKMAIDS", + "whey" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_197", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "The joke is a play on words. 'Let us remove your shorts' sounds incredibly innapropriate and uncomfortable as it sounds sexual. A 'short' in electricity however is a short circuit, where an electric current is passing through an unintended path and may generate heat or shocks.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Sign", + "electrician' s truck", + "remove your shorts" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_1711", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on how beekeepers take care of bees, and how bees making a buzzing sound.", + "The joke is a pun. Bees make a buzzing noise when they fly. 'Buzz off' is a phrase that generally means 'go away' or 'leave me alone'. It doesn't exactly relate to death, but I suppose instead of dying old beekeepers just go away.", + "This is a pun on 'buzz off' which means to go away, but it's also used here because bee's buzz", + "" + ], + "Joke keywords": [ + [ + "OLD BEEKEEPERS", + "die", + "buzz off" + ], + [ + "beekeepers", + "buzz" + ], + [ + "BEEKEEPERS", + "die", + "buzz off" + ], + [ + "beekeepers", + "die", + "buzz off" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_796", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "How nice of them! The employees didn't have to work for too long on the lights that go into lamps.", + "This is a pun on the \"light\" in \"light workload\" and how lamps produce light.", + "The joke is a pun. 'Light' has two meanings here. A light workload means not a large number of tasks or a difficult work load. 'Light' also can mean that it is involving working on the lights or lamps that the manufacturer makes.", + "This is a pun on 'light workload', which would usually mean that there isn't much to work on, but it's used here because lamps are lights", + "light can mean easy or it can mean to iluminate " + ], + "Joke keywords": [ + [ + "lamps", + "employees", + "light workload" + ], + [ + "manufacturer that made lamps", + "light workload" + ], + [ + "manufacturer", + "lamps", + "light workload" + ], + [ + "manufacturer", + "lamps", + "light" + ], + [ + "lamps", + "light" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_287", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "Sly is not such a common name/nickname anymore. That's why this joke doesn't work.", + "This is a pun on the word sly and how detectives are sly, or sneaky.", + "The joke is a pun. Being a good detective often requires being sly or cunning and wit. Sly is the name of this person.", + "", + "" + ], + "Joke keywords": [ + [ + "Sly", + "detective" + ], + [ + "Sly", + "detective" + ], + [ + "Sly", + "detective" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_698", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "This is the rare OLD PROFESSIONS joke that works because 'spade away' is a pun on 'fade away', which is a euphemism for dying. It makes sense here because farmers work with spades.", + "This is a pun on how farmers use spades and \"spades\" sounds like \"fades\".", + "", + "", + "spade sounds like fade " + ], + "Joke keywords": [ + [ + "OLD FARMERS", + "die", + "spade away" + ], + [ + "FARMERS", + "die", + "spade away" + ], + [ + "" + ], + [ + "" + ], + [ + "FARMERS", + "spade" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_1307", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "It's not well-known that 'josh' is a term for friendly banter. That's why this joke wouldn't land.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "Josh", + "talk show host" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_1438", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "Another dark joke about death. Severence pay is money someone receives after losing their job, and it's a play on the severing that guillotine executioners do to people's heads.", + "This is a pun on how guillotine executioners sever people's heads.", + "The joke is a pun. Severance pay is pay that is given to an employee when circumstances require that they be layed off. Guillotines are execution tools that sever the head from the body.", + "This is a pun on 'severance' which in this context means \"dismissal or discharge from employment\", but it's also used here it's other meaning is \"the state of being separated or cut off\" much like your head would be cut of from your body from a guillotine", + "severance can mean severance pay or severing a head " + ], + "Joke keywords": [ + [ + "guillotine executioner", + "layed off", + "severence" + ], + [ + "guillotine executioner", + "layed off", + "severance" + ], + [ + "guillotine executioner", + "layed off", + "severance" + ], + [ + "guillotine", + "layed off", + "severance" + ], + [ + "guillotine executioner", + "severance" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1442", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "If something's 'in the limelight', it hogs all the attention away from others in its category. It's also a play on limes - a kind of citrus fruit.", + "This is a pun on \"limelight\", which has the word \"lime\" in it. A lime is a citrus fruit.", + "The joke is a pun. The phrase 'in the limelight' means focus or public attention. Lime is a type of citrus fruit.", + "This is a pun on 'limelight' which is the the focus of public attention, but it's also used here because 'lime' is a type of citrus fruit", + "limelight sounds like lime " + ], + "Joke keywords": [ + [ + "citrus fruit", + "limelight" + ], + [ + "citrus fruit juices", + "limelight" + ], + [ + "drinks", + "citrus fruit juices", + "limelight" + ], + [ + "drinks", + "citrus", + "limelight" + ], + [ + "citrus fruit", + "limelight" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_2184", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "An IRA is a type of financial investment. This joke doesn't work because people call it an I-R-A, not an \"eye-ruh\".", + "This is a pun about \"Roth IRA's\", and how these accounts are often managed by investment advisors.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "Ira", + "investment advisor" + ], + [ + "Ira", + "Investment" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1103", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 4, + 3, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "This is an amusing joke that seems to imply opposite meanings - making it a double entendre. If Mary only cares about their presence, it means she just wants her guests to show up, but the word itself sounds a lot like presents, implying the exact opposite of what was written.", + "This is a pun about how \"presence\" sounds like \"presents\".", + "The joke is a play on words. 'Presence' means being present or physically there. This sounds like 'presents' which means gifts. If simply spoken and not written in text, it would be hard to discern whether she said she wants their presents or their presence at her party.", + "This is a pun on 'presence', which means the state or fact of existing, occurring, or being present in a place or thing, but it's also being used because 'presence' sounds exactly like 'presents' wich would essentially just be gifts", + "precence sounds like presents " + ], + "Joke keywords": [ + [ + "co-workers", + "gift", + "party", + "presence" + ], + [ + "party", + "presence" + ], + [ + "gift", + "birthday party", + "your presence" + ], + [ + "gift", + "party", + "presence" + ], + [ + "bring a gift", + "your presence" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_276", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "graze' is a play on 'grays' and Herbivores graze on plants.", + "This is a pun about how \"greys\" and \"graze\" sound similar.", + "The joke is a play on words. It sounds like the colors of herbivores is being discussed. They come in browns and greys, but instead of the identically sounding word 'graze' is used. Grazing is when herbivores eat grass in a field.", + "", + "graze sounds like grays " + ], + "Joke keywords": [ + [ + "Herbivores", + "browns", + "graze" + ], + [ + "Herbivores", + "graze" + ], + [ + "Herbivores", + "browns and graze" + ], + [ + "" + ], + [ + "Herbivores", + "browns and graze" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_883", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun that relies upon a New Yoik Accint.", + "", + "", + "loin sounds like learn " + ], + "Joke keywords": [ + [ + "" + ], + [ + "Butcher", + "loin" + ], + [ + "" + ], + [ + "" + ], + [ + "Butcher' s daughter", + "loin" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_957", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_223", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun about how alcohol is brewed in stills.", + "", + "This is a pun on 'still' which in this context is implying that rather than dying, old moonshiners just stay in place and don't move, but it's also being used because 'still' is also an apparatus for distilling alcoholic drinks such as whiskey.", + "still can mean motionless or it can mean a bewring device " + ], + "Joke keywords": [ + [ + "OLD MOONSHINERS", + "die", + "keep still" + ], + [ + "moonshiners", + "stills" + ], + [ + "" + ], + [ + "Moonshiners", + "die", + "still" + ], + [ + "MOONSHINERS", + "still" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1213", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 3, + 3, + 2 + ], + "Natural language explanation": [ + "To 'meddle' is to mess around, or intervene, in someone else's business when it's not welcome. Here it's also a homonym for 'medal' - what Olympians compete for at the Olympic games.", + "This is a pun on how 'meddle' sounds like 'medal'", + "The joke is a pun. 'Meddle' means to interfere and sounds like 'medal'. Medals are awarded in the olympics.", + "This is a pun on 'meddle' because it both sounds like 'medal' which is something you'd win at the olympics and because 'meddle' is another term for 'intervening'", + "meddle sounds like medal " + ], + "Joke keywords": [ + [ + "intervening", + "olympic sport", + "gold meddle" + ], + [ + "intervening", + "meddle" + ], + [ + "intervening", + "olympic sport", + "win", + "gold meddle" + ], + [ + "intervening", + "sport", + "meddle" + ], + [ + "intervening", + "gold meddle" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_2140", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "Ew! A dirty cop is one who is corrupt in some way, and Officer Jones is also literally dirty for most of the year", + "This is a pun that uses a literal interpretation of the phrase \"dirty cop\".", + "The joke is a pun. The phrase 'dirty cop' tends to mean a corrupt police officer. In this case, the officer doesn't bathe except for one day every year, so they are literally dirty.", + "", + "" + ], + "Joke keywords": [ + [ + "Officer", + "yearly bath", + "dirty cop" + ], + [ + "officer", + "yearly bath", + "dirty" + ], + [ + "Officer", + "yearly bath", + "dirty cop" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_2071", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "I think this is an oblique reference to hitting a ball in a sports game - the kind of professional sport that would obviously have a major league.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "major leagues", + "hit him" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_1042", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "Edison invented the lightbulb, which illuminates spaces, but I don't know what the 'it' refers to, so this joke gets a 1.", + "This is a pun about how Thomas Edison is One of the inventors of the lightbulb, a source of illumination.", + "The joke is a pun. Thomas Eddison is famous for the lightbulb, among other electric inventions. Lightbulbs illuminate an area. An 'illuminating' experience is a learning experience that opens up one's mind to new ideas.", + "", + "eddison invented the lightbulb " + ], + "Joke keywords": [ + [ + "Edison", + "illuminating experience" + ], + [ + "Edison", + "illuminating" + ], + [ + "Edison", + "illuminating experience" + ], + [ + "" + ], + [ + "Edison", + "illuminating experience" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1526", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "A lone ranger is a solo traveler - what loam ranger is punning on. Loam is a type of soil coverage that this type of scientist studies.", + "This is a pun about how loam is a type of soil.", + "The joke is a pun. Loam is a type of soil, and sounds like the word 'lone'. The phrase would be 'lone ranger' which generally means that person is does things on their own.", + "This is a pun on 'loam ranger' because 'loam' is a type of soil and it sounds similar to 'lone' which means alone as in the Lone Ranger", + "loam sounds like lone " + ], + "Joke keywords": [ + [ + "soil scientist", + "travels by himself", + "loam ranger" + ], + [ + "soil", + "loam" + ], + [ + "soil scientist", + "travels by himself", + "loam ranger" + ], + [ + "soil", + "himself", + "loam" + ], + [ + "soil scientist", + "loam ranger" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_2180", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun about how soccer players make goals to score points in soccer.", + "", + "This is a pun on 'final goal' which in terms of soccer would mean the last goal of the game, but here it's being used to mean the players are reaching their final purpose in life", + "" + ], + "Joke keywords": [ + [ + "OLD SOCCER PLAYERS", + "die", + "final goal" + ], + [ + "soccer players", + "final", + "goal" + ], + [ + "" + ], + [ + "soccer players", + "die", + "final goal" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_2125", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "If you can hear a pin drop in a room, that means it's very quiet (it's a common saying). It's also a reference to bowling pins that drop after being hit by a bowling ball.", + "This is a pun about how there are are bowling pins at a bowling alley.", + "The joke is a pun. The phrase 'we need to hear a pin drop' means that they want it so quiet that the sound of a pin falling to the floor can be heard. In bowling, pins are the objects that players try to knock over with bowling balls.", + "This is a pun on 'pin drop'. When people say they want to hear a pin drop, they mean they want total silence. But it also works here since in bowling the goal is to knock down the bowling pins ", + "" + ], + "Joke keywords": [ + [ + "Bowling Alley", + "hear a pin drop" + ], + [ + "" + ], + [ + "Bowling Alley", + "quiet", + "hear a pin drop" + ], + [ + "bowling", + "quiet", + "pin drop" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_2248", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun about how musicians play music.", + "", + "This is a pun on 'played out' which usually means when you hear a song/ artist too much and you lose interest in them.", + "" + ], + "Joke keywords": [ + [ + "OLD MUSICIANS", + "die", + "played out" + ], + [ + "musicians", + "played out" + ], + [ + "" + ], + [ + "musicians", + "die", + "played out" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_983", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_881", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "This is a pun on 'waste of time' - something that's not worth spending minutes or hours on - apt pun to match up to the hourglass, or time measurer, in the joke. An hourglass also has a natural waist at its midpoint.", + "This is a pun about the phrase \"hourglass waist\", and the act of wasting time.", + "", + "This is a pun on 'waste of time' which is meant to mean a certain activity isn't worth the effort/ time you put into it. However, 'waist' is used in it's place because it sounds similar and because peope who have a curvy figure are said to be shapped like an hourglass", + "waist sounds like waste " + ], + "Joke keywords": [ + [ + "hourglass", + "waist of time" + ], + [ + "hourglass", + "waist", + "time" + ], + [ + "" + ], + [ + "hourglass", + "waist", + "time" + ], + [ + "hourglass", + "waist" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_956", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 4, + 3, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "This joke gets extra credit for breaking the formula. To 'dye' hair means to color it, while 'dying' means to pass on. The listner realizes the alternate 'dye' that is used here (as in to color, not pass away), when they hear 'or cut'.", + "This is a pun about how hairdressers cut and dye hair for a living.", + "The joke is a pun. 'Die' has been replaced with 'dye' as in hair dyeing. The punchline implies that old hairdressers don't dye or cut hair. No relation to death aside from the pun.", + "", + "dye sounds like die" + ], + "Joke keywords": [ + [ + "OLD HAIRDRESSERS", + "dye", + "cut" + ], + [ + "hairdressers", + "dye", + "cut" + ], + [ + "HAIRDRESSERS", + "dye", + "or cut" + ], + [ + "" + ], + [ + "HAIRDRESSERS", + "dye" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_820", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "Working for peanuts' means that the individual doesn't get a lot of compensation for their labor, and elephants literally eat peanuts.", + "This is a pun about how elephants eat peanuts if they're used by a circus.", + "The joke is a pun. The phrase 'work for peanuts' means working for very cheap pay. Elephants are known for liking peanuts.", + "This is a pun on the phrase 'work for peanuts' which means to work for very little compensation. But it's being used here because elephants famously eat peanuts", + "" + ], + "Joke keywords": [ + [ + "Elephants", + "work for peanuts" + ], + [ + "elephants", + "peanuts" + ], + [ + "Elephants", + "toil", + "work for peanuts" + ], + [ + "Elephants", + "toil", + "peanuts" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_503", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "Proof is evidence and also a measure of a drink's alcohol content.", + "This is a pun about how alcohol has a proof to measure the alcohol-to-water content in a bottle.", + "", + "This is a pun on the word 'proof' which in this context means the wino wanted evidence that his drink was watered down, but 'proof' is also attributed to a drinks alcohol content", + "" + ], + "Joke keywords": [ + [ + "wino", + "watered down", + "more proof" + ], + [ + "wino", + "muscatel", + "watered down", + "proof" + ], + [ + "" + ], + [ + "Wino", + "muscatel", + "proof" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1160", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "Summarily' is a pun on mathematical sums.", + "This a pun about how math has sums, and \"summary\" has \"sum\" within itself.", + "The joke is a pun. The word 'summarily' means to say something in summary of something. The word has 'sum' in it, and a sum is the result of an addition equation in mathematics.", + "", + "" + ], + "Joke keywords": [ + [ + "mathematician", + "summarily" + ], + [ + "mathemetician", + "added", + "summarily" + ], + [ + "mathematician", + "added summarily" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_53", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "A patent lie is one that is obviously untrue on its face. A patent is also a legal copyright for an invention.", + "This is a pun about the replacement of \"blatant\" with \"patent\", becasue they sound similar.", + "The joke is a pun. A 'patent' is a title for ownership over the design of an invention. 'Patent' can also mean easily recognizable or obvious.", + "", + "" + ], + "Joke keywords": [ + [ + "stole", + "invention", + "patent lies" + ], + [ + "stole", + "invention", + "patent lies" + ], + [ + "stole", + "invention", + "patent lies" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_1471", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "How sad. When a business folds, that means it declares bankruptcy. It's also a pun on folding origami paper", + "This is a pun about how origami is made from folding paper into a new shape.", + "The joke is a pun. Origami is an art of folding paper into various shapes. When a business 'folds' it means it went bankrupt or failed and had to close.", + "This is a pun on 'folded' which in this context is meant to mean that the origami store closed it's business, but it's also being used because to make origami you must fold paper ", + "folded can mean went under or it can mean to fold paper " + ], + "Joke keywords": [ + [ + "origami store", + "folded" + ], + [ + "origami", + "folded" + ], + [ + "origami store", + "folded" + ], + [ + "origami", + "store", + "folded" + ], + [ + "origami", + "folded" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_2187", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "This joke is understated and I like it. The person takes precautionary measures against elevators and literally takes the steps, or stairs, instead.", + "This is a pun about how someone can take the stairs, instead of using an elevator.", + "The joke is a pun. 'Taking steps' to avoid something generally means to have some kind of practice or habit that one does in order to avoid something they dislike. If one avoids taking an elevator, they would have to use stairs most likely, and literally will have to 'take steps'.", + "This is a pun on 'steps to avoid', which means to follow a series of instructions in order to avoid something, but it also works here because the alternative to taking the elevator is taking the stairs, which have many steps ", + "taking steps can mean using the stairs or it can mean making plans " + ], + "Joke keywords": [ + [ + "take steps", + "elevators" + ], + [ + "take steps", + "elevators" + ], + [ + "take steps", + "avoid", + "elevators" + ], + [ + "steps", + "avoid", + "elevators" + ], + [ + "take steps", + "avoid elevators" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_754", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "The joke doesn't work because we don't know why he would be untruthful about his bed.", + "This is a pun about how \"lie\" has multiple definitions.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "so tired", + "lied about", + "bed" + ], + [ + "tired", + "lied", + "bed" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_993", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. Native Americans have been given reservations by the United States government, which are areas of land where tribal law takes effect. 'Reservations' can also mean a dinner reservation, or a saved table at a restaurant.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "native American", + "restaurant", + "reservations" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1095", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "It's not common knowledge what a coup is, so this joke doesn't work.", + "This is a pun about a coup, which is a government overthrow. Cooing is another term for yelling or proclaiming. ", + "The joke is a pun. Taking over the government is called a 'coup' which sounds like 'coo'. A 'coo' is a noise like a murmurring of a bird.", + "", + "" + ], + "Joke keywords": [ + [ + "taken over", + "government", + "cooed" + ], + [ + "taken over", + "government", + "cooed" + ], + [ + "taken over", + "government", + "cooed" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "hom_568", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun about earning interest, as in interest rates on money and fascination, from god. Helping a poor person is considered a good gesture in the eyes of religion. ", + "The joke is a pun. 'Interest' could mean the accrual of money from an investment or saving, but it could also mean attention.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "lends", + "poor", + "interest", + "god" + ], + [ + "lends", + "poor", + "interest", + "god" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 5, + 7 + ] + }, + { + "ID": "het_1773", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 1, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "theres interest involved when you need money or need to pay for money ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "lends", + "poor", + "interest" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_236", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"mass\" is a term for measuring quantity of matter but a \"mass\" is also a church service that Catholics attend.", + "", + "mass can mean matter or it can mean a catholic service ", + "For Catholics, Mass is the central act of worship in a church. Mass can also refer to a quantity of matter. \"Do they have mass\" can refer to asking if Catholics have a quantity of matter, or if they have worship services in space. This joke is a play on the word mass.", + "" + ], + "Joke keywords": [ + [ + "Catholics", + "space", + "weightless", + "mass" + ], + [ + "" + ], + [ + "Catholics", + "mass" + ], + [ + "Catholics", + "space", + "mass" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_2056", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"Rusty\" is a first name but \"rust\" is also a reddish-brown oxide that appears under iron.", + "Mass are something related to catholics ", + "", + "Rusty is the name of a person. Rusty is also an adjective that explains what iron becomes when the metal starts to corrode. Rusty is an iron worker.", + "Iron tends to rust. The pun is on his name being rusty." + ], + "Joke keywords": [ + [ + "name", + "Rusty", + "iron worker" + ], + [ + "catholics", + "space", + "weightless", + "mass" + ], + [ + "" + ], + [ + "Rusty", + "iron worker" + ], + [ + "name", + "Rusty", + "iron worker" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1523", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. A \"key\" is something that's very important to understanding something but a \"key\" is also a device used to unlock doors.", + "iron gets rusty ", + "", + "When someone says that something is key, they're saying it's an important factor. The text here is talknig about a door, and doors require keys to open. The text has two interpretations; there is only one way to open the door and that is important, or it means, there is only one way to open the door and that is with a key. ", + "" + ], + "Joke keywords": [ + [ + "open", + "door", + "key" + ], + [ + "rusty", + "iron" + ], + [ + "" + ], + [ + "door", + "that is key" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_347", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "its kind of obvious you need a key to open the door ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "open door", + "key" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_411", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"stationary\" means not moving but \"stationery\" means letter paper accompanied with matching envelopes.", + "", + "stationary can mean still or it can mean office supplies ", + "Stationary means \"not moving\". Stationary sounds like stationery. Stationery refers to paper that is used for writing letters that usually has matching envelopes. No matter how much you \"push the envelope\" which means to extend the limits of what is possible, it will still be stationary, or unmoving. We see stationery written in place of stationary because they sound the same, except stationery refers to paper with matching envelopes.", + "Pushing the envelope is a when you push the limit of something. Stationary items include office supplies, like envelopes, so the joke is about pushing an envelope that will only stay still, as in stationary." + ], + "Joke keywords": [ + [ + "push", + "envelope", + "stationery" + ], + [ + "" + ], + [ + "envelope", + "stationery" + ], + [ + "push the envelope", + "stationery" + ], + [ + "push the envelope", + "stationary" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1329", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Stationery refers to commercially manufactured writing materials", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "envelope", + "stationery" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1713", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"attractive\" means aesthetically pleasing but \"attractive\" also refers to how magnets attract or draw objects together.", + "", + "attractive can mean visually pleasing or it can mean a magnetic attraction ", + "Magnets attract metal objects. Attract, or attractive can mean appealing to look at. The magnetic steam iron makes clothes appealing to look at, or attractive to metals. ", + "I'm guessing this joke is trying to refer to the clothes being attractive as in likable and containing magnetic polarity, where opposites would attract. " + ], + "Joke keywords": [ + [ + "magnetic", + "iron", + "clothes attractive" + ], + [ + "" + ], + [ + "magnetic", + "attractive" + ], + [ + "magnetic steam iron", + "clothes", + "attractive" + ], + [ + "new magnetic steam iron", + "clothes attractive" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_646", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"present\" means a gift given on special occasions but \"present\" also means the current time period.", + "", + "", + "Present means existing or occuring now. Present is also another word for gift. This joke is a play on the word present.", + "" + ], + "Joke keywords": [ + [ + "Everyday", + "gift", + "present" + ], + [ + "" + ], + [ + "" + ], + [ + "gift from god", + "present" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_242", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"emotional\" means relating to emotions or feelings. But \"emotional\" sounds like \"emulsional\" which is a colloid used in film-based photography.", + "gifts are another word for present ", + "emultions sounds like emotions ", + "Photographic emulsion is a light-sensitive coating on paper or film. \"Emulsional problems\" sounds like \"emotional problems\". So, the text can be understood as photographers having emotional problems, or having problems with the light-sensitive coating on the film.", + "" + ], + "Joke keywords": [ + [ + "Photography developers", + "emulsional problems" + ], + [ + "gift", + "present" + ], + [ + "Photography", + "emulsional" + ], + [ + "photography developers", + "emulsional problems" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_379", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"rumor means a circulating story or report. However, \"rumor\" sounds like \"roomer\" meaning someone who rents in a residence or dorm. ", + "", + "", + "Roomers are people who rent out rooms. Roomers sounds like \"rumors\". Rumors are stories of doubtful truth that circulate. \"A lot of roomers were flying\" can be taken in the literal sense, as in the people renting the rooms were launched into the air. But, it also sounds like \"a lot of rumors were flying\" which means a lot of stories of doubtful truth were going around.", + "" + ], + "Joke keywords": [ + [ + "college dormitory exploded", + "roomers" + ], + [ + "" + ], + [ + "" + ], + [ + "college dormitory", + "roomers", + "flying" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_482", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "This is a play on words. A \"wood worker\" is someone who works in wood, like a carpenter or logger. However, \"wood worker\" sounds \"would worker\" meaning someone who would like to work but doesn't due to being unemployed.", + "roomer sounds like rumor ", + "would sounds like wood ", + "Someone unemployed is someone not working. A \"would worker\" is a \"would be worker\" or someone who isn't working. \"Would worker\" sounds like \"wood worker\". A wood worker is someone that works with wood to create structures. A logger is someone who cuts down trees for their wood. The whole pun centers around wood, people that work with wood, and being unemployed.", + "A logger might also be called a wood worker, and this pun is replacing the word wood with would, and in would be working but they are unemployed." + ], + "Joke keywords": [ + [ + "unemployed logger", + "would worker" + ], + [ + "college", + "dormitory", + "roomer", + "flying" + ], + [ + "logger", + "would worker" + ], + [ + "unemployed", + "logger", + "would worker" + ], + [ + "unemployed logger", + "would worker" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_722", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"son\" means the male offspring of a parent but \"sun\" is the star at the center of the solar system.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "son", + "warm" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_780", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The term \"captain's log\" is a form of record keeping used by the leader of a fleet but \"log\" is also part of a tree that is used for lumber.", + "", + "", + "A captain's log is a journal, or a place where records are kept. A \"captain's log\" can also mean a log, or a piece of wood, that is owned by a captain. This is a play on the word log.", + "A captains log is a diary of sorts from a captain, or collection of their notes and observations. Lumber and log both mean wood." + ], + "Joke keywords": [ + [ + "lumber", + "Star Trek' s", + "Captain' s log" + ], + [ + "" + ], + [ + "" + ], + [ + "lumber", + "star trek's enterprise", + "captain's log" + ], + [ + "lumber", + "Star Trek's Enterprise", + "Captain's log" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_11", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"archily\" is a made up word made to describe Tom's way of speaking but \"arch\" is a part of the foot between the sole and heel.", + "", + "", + "To express something archly, is to express something in a teasing sort of way. The arch of a foot is the curved part of the foot that is between the toes and heel. The word archly was selectly chosen here because the word \"arch\" can be found in that word. ", + "The area between the sole and heel of a foot creates an arch, and the pun contains the word archly." + ], + "Joke keywords": [ + [ + "sole", + "heel", + "archily" + ], + [ + "" + ], + [ + "" + ], + [ + "sole", + "heel", + "archly" + ], + [ + "between", + "sole", + "heel", + "archly" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_7", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "This is a play on words. The word \"hit\" means very popular but \"hit\" also means to beat something with a stick, as one does with a pinata.", + "sole, heel, and archly ass deal with the feet ", + "hit can mean hit the pinata or it can mean it went over well ", + "Something that is a \"huge hit\" is something that is extremely popular or successful. A pinata is a colorful toy animal that contains candy inside of it. If hit and split open, the candy falls out. Pinatas are made to be hit. This joke is a play on the word hit.", + "A pinata is a traditional mexican party activity that involves hitting a decorated box with a bat in order to break it open and let candy or goods fall out. The pun rely's on the notion of it being a big hit, as being successful. " + ], + "Joke keywords": [ + [ + "pinata", + "hit" + ], + [ + "sole", + "heel", + "archly" + ], + [ + "pinata", + "hit" + ], + [ + "pinata", + "huge hit" + ], + [ + "new pinata", + "huge hit" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_4", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"office\" means place of work but sounds like \"orifice\" what's refers to the opening of a person's mouth.", + "you hit a pinata ", + "orifice sounds like office ", + "Orifice sounds close to \"office\". An orifice is an opening in the body. A dentist is constantly working in the mouth of a person, which is an orifice. \"Hard day at the office\" is a commonly used phrase, but \"orifice\" is used to replace the word \"office\". ", + "" + ], + "Joke keywords": [ + [ + "Dentists", + "hard day", + "orifice" + ], + [ + "pinata", + "hit" + ], + [ + "Dentists", + "orifice" + ], + [ + "dentists", + "hard day", + "orifice" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1305", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"lose interest\" means to become bored with something but \"lose interest\" also refers to losing interest, or money paid regularly into a bank account.", + "orifice sounds like office but means opening like the mouth ", + "", + "To \"lose interest\" is a saying that means to become bored with something. Interest is money earned at a particular rate for the use of money lent. Bankers loan money out to clients and then earn money on the interest on the loan. This joke is a play on the term to \"lose interest\". ", + "In banking, interest is the money earned and made on loans based on a percentage rate. The pun is on the idea that old bankers lose interest, as in losing general interest in something they are doing." + ], + "Joke keywords": [ + [ + "BANKERS", + "die", + "lose interest" + ], + [ + "dentists", + "orfice" + ], + [ + "" + ], + [ + "bankers", + "lose interest" + ], + [ + "OLD BANKERS", + "never die", + "lose interest" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_1742", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. A \"cannon\" is a large piece of artillery used in warfare but a religious \"canon\" is a set of religious texts regarded as sacred.", + "interest is something that occurs with banks ", + "", + "Canons sound like cannons. A cannon is a type of gun mounted on wheels. A canon is a noun that refers to an accepted principle or rule. Church canon law settles disputes. ", + "" + ], + "Joke keywords": [ + [ + "Church disputes", + "settled", + "canons" + ], + [ + "bankers", + "interests" + ], + [ + "" + ], + [ + "church", + "disputes", + "canons" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_2142", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"geared up\" means prepared or equipped for a job but a \"gear\" is a machine part mechanics commonly work with.", + "", + "geared can mean a literal gear or it can mean amped ", + "The expression \"geared up\" means to be ready for the big game. Geared up also means having all the gear you need on. Mechanics fix machines which often require fixing the gears. Gears are a set of toothed wheels that work together in a machine. This pun is a play on the word gear.", + "" + ], + "Joke keywords": [ + [ + "mechanics", + "geared up" + ], + [ + "" + ], + [ + "mechanics", + "geared up" + ], + [ + "employers", + "mechanics", + "geared" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_14", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"admitted\" means confessed to be true but \"admitted\" also means let in or allowed to enter.", + "mechanics work on gears when working ", + "", + "Admitted means to confess to be true. Admitted can also mean to allow someone to enter a place. This pun is a play on the word admitted.", + "Admitted is the base of the pun here, as admitted could also refer to admission - or letting someone into something. " + ], + "Joke keywords": [ + [ + "one more", + "admitted" + ], + [ + "mechanics", + "gered" + ], + [ + "" + ], + [ + "one more", + "admitted" + ], + [ + "room for one more", + "admitted" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_1340", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"thrown away\" means discarded but \"thrown\" sounds like \"throne\" meaning a ceremonil chair for a king.", + "", + "throne sounds like thrown ", + "\"Throne away\" sounds like \"thrown away\" which means to toss in the garbage. A throne is a seat designated to someone in power, it is where they sit. A king, which is a person with power, sits on a throne. This joke is a play on the word throne. ", + "Throne, as in a large chair for royalty, sounds like thrown. A king is notorious for sitting on a throne." + ], + "Joke keywords": [ + [ + "KINGS", + "die", + "throne away" + ], + [ + "" + ], + [ + "KINGS", + "throne" + ], + [ + "kings", + "throne" + ], + [ + "OLD KINGS", + "never die", + "throne away" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_377", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "", + "thrones are something that kings sits on but sounds like the word thrown ", + "wonton is a type of dumpling but it can also mean vicious ", + "Wanton means a cruel and deliberate violent action. Wanton sounds a lot like \"wonton\". A wonton is a type of chinese dumpling. Wonton soup is a type of soup we see in Chinese cuisine. \"Wanton soup attack\" means that the soup attack was cruel and deliberate. It also sounds like \"wonton soup\". ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "kings", + "throne" + ], + [ + "Chinese chef", + "wanton" + ], + [ + "chinese chef", + "dumplings", + "wanton soup" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1970", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The term \"board meeting\" means a formal meeting with the heads of an organization but a \"board\" is a piece of wood that lumber companies are known to produce.", + "wonton is a dumpling normally a soup dish ", + "", + "A board is a group of people that are the decision-making body of a company. A board can also mean a long, thin, flat piece of wood that can be used to build floors. A lumber company is a company that sells lumber, which is wood that has been processed into beams. This joke is a play on the term \"board meetings\".", + "A lumber company most likely harvests and refines wood into lumber, or a wooden board. Board meeting has the word board in it, as in wooden board." + ], + "Joke keywords": [ + [ + "Lumber companies", + "board meetings" + ], + [ + "hot broth", + "dumplings", + "wonton", + "" + ], + [ + "" + ], + [ + "lumber", + "companies", + "board meetings" + ], + [ + "Lumber companies", + "board meetings" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_187", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"pull the pin\" means to end a relationship but \"pull the pin\" also refers to the process of preparing a grenade to explode.", + "lumper uses boards when they are working ", + "", + "This is supposed to be a common joke in the military. Once the pin is pulled in a grenade, it's apt to explode if the strike lever gets released. The grenade is no longer a friend and can hurt you.", + "" + ], + "Joke keywords": [ + [ + "pin", + "Grenade", + "friend" + ], + [ + "lumber companies", + "board" + ], + [ + "" + ], + [ + "pin", + "Mr. Grenade", + "a friend" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_278", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"diplomatically\" means in a sensitive or tactful way but a \"diploma\" is a certificate showing someone graduated a school or educational program.", + "", + "", + "A diploma is a certificate given by an educational establishment to show that someone has successfully completed a course of study. We see \"diploma\" in \"diplomatically\". Tom is congratulating someone on graduating. ", + "Graduating might involve receiving a diploma, and diplomatically has the word diploma in it." + ], + "Joke keywords": [ + [ + "graduated", + "diplomatically" + ], + [ + "" + ], + [ + "" + ], + [ + "congratulations", + "graduated", + "diplomatically" + ], + [ + "graduated", + "diplomatically" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_728", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. A \"pound\" is a unit of weight but a \"pound\" is also an animal shelter where stray or abandoned dogs are sent.", + "a dipolma is something you get when graduating ", + "pound is a measure of weight or a jail for dogs ", + "A pound is a place where unwanted dogs are kept until they can be adopted by someone. A pound can refer to weight, so one pound of something is 0.45 kilograms of weight. Food can be bought by the pound. This pun is a play on the word pound.", + "A pound is a place where stray animals are brought. Pound is also a unit of measurement, as in food being bought by the pound or lb. " + ], + "Joke keywords": [ + [ + "Food", + "bad dogs", + "by the pound" + ], + [ + "graduated", + "diplomatically" + ], + [ + "dogs", + "pound" + ], + [ + "food", + "bad dogs", + "pound" + ], + [ + "food", + "bad dogs", + "bought", + "pound" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1833", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The term \"sage advice\" means words of wisdom but \"sage advice\" also refers to advice related to using the spice \"sage\". Here the advice is that the subject should add more of the spice sage to their stuffing.", + "", + "sage is a spice and sage advice is good advice ", + "\"Sage advice\" is wise advice given after reflection and experience. Sage is a seasoning which can be found in stuffing. This pun is a play on the word sage.", + "A sage is someone who contains much wisdom. Sage is also an herb used in roasting food, and might be found in stuffings or meat roasts." + ], + "Joke keywords": [ + [ + "stuffing", + "bad", + "sage advice" + ], + [ + "" + ], + [ + "stuffing", + "sage advice" + ], + [ + "stuffing", + "sage advice" + ], + [ + "stuffing", + "bad", + "sage advice" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1358", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"three years running\" means the subject has been doing an activitiy for three years continually. But \"running\" is also the act of running which the jogger has been doing.", + "you use sage in stuffing ", + "", + "Running is another word for jogging. \"Three years running\" refers to the amount of time this person was a jogger. Running here can used to explain the time period, but it ties in nicely with the person's activity which is jogging. Running and jogging are synonyms.", + "Three years running means three years of doing something consecutively. Running is what a jogger does." + ], + "Joke keywords": [ + [ + "jogger", + "three years running" + ], + [ + "stuffing", + "sage" + ], + [ + "" + ], + [ + "jogger", + "three years", + "running" + ], + [ + "been a jogger", + "three years running" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1549", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The word \"lightning strike\" refers to an electric discharge that occurs during storms. However, in bowl a \"strike\" is a term for when all pins are knocked down on the first roll.", + "joggers usually are running ", + "strike means getting all the pins in one go or it means hitting ", + "Bowling is a sport where a player tries to knock down as many pins as they can in an alley. A strike in bowling means that all the pins were knocked down. A strike can refer to lightning, like a lightning strike, which is when a bolt of electricity gets released from the atmosphere and hits the ground.", + "A strike is a clearing all pins in one move in bowling. Strike can also refer to when lightning hits the ground." + ], + "Joke keywords": [ + [ + "bowling", + "' lightning'", + "strikes" + ], + [ + "jogger", + "running" + ], + [ + "" + ], + [ + "bowling team", + "lightning", + "strikes" + ], + [ + "bowling team", + "lightning", + "so many strikes" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_200", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "lighting strike is a phrase used that mean without any warning ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "bowling", + "lightning", + "strike" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_1486", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"guerrila\" refers to members of a fighting group but \"guerrila\" sounds like \"gorilla\" which is an animal found at the zoo.", + "nurses usually take care of sick people ", + "guerrilla sounds like gorilla ", + "Guerrilla warfare refers to warfare that is irregular and informal. Guerrilla sounds like gorilla, and a gorilla is an animal that can be found at zoos. This is a play on the word guerrilla.", + "" + ], + "Joke keywords": [ + [ + "rebel forces' attack", + "zoo animals", + "hostile guerrilla" + ], + [ + "sick", + "nurse" + ], + [ + "zoo animals", + "guerrilla" + ], + [ + "rebel forces", + "zoo animals", + "guerrilla" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_790", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. To \"blow over\" means an argument ended without serious consequences. But \"blow over\" also refers to when a storm subsides.", + "", + "blew over can mean a storm ended or it can mean a conflict ended ", + "An argument that blows over is an argument that ends. \"Blew over\" in terms of weather can refer to extremely windy weather that is blowing everything down. This joke is playing on the term \"blew over\".", + "An argument that blows over is when it fades away. Weather that blows over means the same, it clears up and goes away." + ], + "Joke keywords": [ + [ + "argued", + "weather", + "blew over" + ], + [ + "" + ], + [ + "argued", + "blew over" + ], + [ + "weather", + "blew over" + ], + [ + "argued", + "weather", + "blew over" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_622", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "This is a play on words. The word \"rash\" means displaying a lack of careful consideration but a \"rash\" is also a skin condition that dermatologists treat.", + "blew is probably reffering to the wind of the weather ", + "rash can mean harsh or it can mean a literal rash on skin ", + "Rash is another word for reckless. A rash is also a temporary outbreak of red, bumpy, itchy patches of skin. A dermatologist is a skin doctor. This pun is a play on the word rash. ", + "A dermatologist is someone who gives medical advice on skin. A rash is a type of skin issue or condition/irritation. Rash also means unwise." + ], + "Joke keywords": [ + [ + "Dermatologists", + "rash statements" + ], + [ + "weather", + "argued", + "blew over" + ], + [ + "Dermatologists", + "rash statements" + ], + [ + "dermatologists", + "rash", + "statements" + ], + [ + "Dermatologists", + "rash statements" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_1342", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"amply\" means plentifully but an \"amp\" is the base unit of electric current.", + "dermatologists deals with rashes ", + "", + "Amply means more than enough, or sufficiently. An amp is the base unit of an electric current. We see \"amp\" in amply. ", + "" + ], + "Joke keywords": [ + [ + "electric current", + "amply" + ], + [ + "dermatologist", + "rash statement" + ], + [ + "" + ], + [ + "unit", + "electric current", + "amply" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1830", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"blown away\" means astonished by the high price of something. But here \"blown away\" refers to literally being blown away by the air from the fan.", + "amp and electric are used together ", + "", + "\"Blew me away\" means that this person was extremely shocked. In this case, they were shocked by the price of the fan. A fan is something that blows air, and it can also blow items away. The joke is playing on the word \"blew\" and its different forms. ", + "A fan blows air, so being blown away by the price is a pun about a fan having an either really expensive or really cheap price." + ], + "Joke keywords": [ + [ + "price", + "fan", + "blew me away" + ], + [ + "electric", + "amply", + "current" + ], + [ + "" + ], + [ + "price", + "fan", + "blew me away" + ], + [ + "price", + "big fan", + "blew me away" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_589", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"profit\" means a financial gain but a \"prophet\" means a divinely inspired individual who can predict the future.", + "fans normally blows air but means the price was amazing", + "prophet sounds like pofit ", + "A prophet is someone who is regarded as having connection with a divine being. Prophet sounds like profit. A profit is money made when selling something. The joke is a play on the word \"prophet\". ", + "" + ], + "Joke keywords": [ + [ + "divine inspiration", + "first million", + "prophet" + ], + [ + "price", + "fan", + "blew" + ], + [ + "get rich", + "prophet" + ], + [ + "divine inspiration", + "prophet" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_968", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"bad exercise\" means a bad practice or an activity that should be discouraged. However, here \"bad exercise\" means a bad way to physically exercise or work out, implying that \"jumping to conclusions\" means literally physically jumping as a form of exercise.", + "", + "", + "Jumping to conclusions means judging something without having all the facts. Bad exercise can refer to bad judgment (a \"bad exercise in judgment\"). Bad exercise can also refer to exercise that does more harm than good, perhaps exercise that is performed with poor form. Jumping is a form of exercise. ", + "Jumping to a conclusion means assuming something prematurely, and is considered narrow minded. Jumping might be done as an exercise activity." + ], + "Joke keywords": [ + [ + "Jumping to conclusions", + "bad exercise" + ], + [ + "" + ], + [ + "" + ], + [ + "jumping to conclusions", + "bad exercise" + ], + [ + "Jumping", + "conclusions", + "bad exercise" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1231", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"hitting it off\" refers to when two people get along well but \"hitting it off\" also refers to how baseball players are able to hit baseballs with a bat.", + "", + "hitting it off can mean making a good first impression or it can mean hitting the ball ", + "When two people \"hit it off\", it means that they like each other and become friendly as soon as they meet. When you hit off a tee in baseball, you swing at a baseball that sits on a tee, a type of pole that the ball sits on. This joke is playing on the phrase \"hitting it off\". ", + "" + ], + "Joke keywords": [ + [ + "baseball players", + "girlfriends", + "hitting it off" + ], + [ + "" + ], + [ + "baseball players", + "hitting it off" + ], + [ + "baseball players", + "girlfriends", + "hitting it off" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1820", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 4, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The term \"kick-off meeting\" is the first meeting of a project team and client but a \"kick-off\" in football is when a football player kicks the ball to begin a football game.", + "baseball hit balls but in this case means getting along ", + "", + "A kickoff in football is when the place kicker, which is a kicker on one team, kicks the ball to the opposing team. An opening kickoff is one kind of kickoff that puts the ball into play at the start of a game. The joke here is using the word \"kickoff\" to explain the company football team get together. ", + "This joke is playing on the idea of a football team get together being called a kick off meeting, as in a kickoff from football and a kickoff engagement which is a first engagement. " + ], + "Joke keywords": [ + [ + "get together", + "football", + "kickoff meeting" + ], + [ + "baseball player", + "hitting it off" + ], + [ + "" + ], + [ + "company football team", + "kickoff meeting" + ], + [ + "get together", + "company football team", + "kickoff meeting" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_906", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "football players kick balls when they play ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "football", + "kickoff", + "meeting" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_1718", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "This is a play on words. The word \"kilt\" is a traditional piece of Scottish garb but sounds like \"killed\" meaning to cause the death of someone.", + "", + "kilt sounds like killed ", + "A kilt is a type of knee-length dress skirt found in Scottish culture. Kilt sounds like \"killed\". The joke is saying that you shouldn't make fun of a Scotman's traditional garb because you could get killed, but kilt was used in its place. ", + "A kilt is a type of traditional scotish skirt, or garb. Garb is a type of clothing, and kilt sounds like killed." + ], + "Joke keywords": [ + [ + "make fun", + "Scotsman's", + "garb", + "get kilt" + ], + [ + "" + ], + [ + "Scotsman' s", + "kilt" + ], + [ + "scotsman's traditional garb", + "kilt" + ], + [ + "Never make fun", + "Scotsman's", + "garb", + "kilt that way" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_135", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"ripe\" means fruit that is fully grown and ready to eat but \"ripe old age\" means someone who's lived a long life.", + "", + "ripe can mean fruit is ready to eat or it can mean aged ", + "Fruit has to become ripe before it is ready to eat. A fruit that ripens is a fruit that has developed to the point of readiness for harvesting and eating. \"Living to a ripe old age\" is an idiom meaning to live to a very old age. ", + "" + ], + "Joke keywords": [ + [ + "couple", + "fruit", + "ripe old age" + ], + [ + "" + ], + [ + "fruit", + "ripe" + ], + [ + "fruit trees", + "ripe old age" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_1232", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a pay on words. The word \"lying\" means saying something that's not true but \"lying\" sounds like \"lion\" which is an animal similar to a tiger.", + "fruits need to get ripe to eat ", + "lion sounds like lying ", + "Lion sounds like lying, which means to not tell the truth. Lions and tigers are both large, predatory cats. Since a Tiger is a large, predatory cat, the joke takes the name of another large predatory cat to replace \"lying\". ", + "A tiger is a large cat, like a lion. Lion sounds like lyin, as in untrustworthy. " + ], + "Joke keywords": [ + [ + "can't trust", + "tiger", + "lion" + ], + [ + "fruit", + "ripe" + ], + [ + "tiger", + "lion" + ], + [ + "trust", + "tiger", + "lion" + ], + [ + "can't trust", + "tiger", + "lion" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1201", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"wave of the future\" means something will become very popular in the future but a \"wave\" is also the ebb and flow of ocean waters that submarines navigate under.", + "lion sounds like lying ", + "", + "A submarine is a warcraft that can operate underwater and can be found in oceans. Oceans are never still and are constantly creating waves. The phrase \"wave of the future\" refers to a product or way of thinking that will become popular in the future. This joke is playing on the word \"wave\". ", + "Submarines are underwater transportation ships. Wave sounds like way, as in way of the future. " + ], + "Joke keywords": [ + [ + "submarines", + "wave", + "future" + ], + [ + "lion", + "tiger" + ], + [ + "" + ], + [ + "modern submarines", + "wave of the future" + ], + [ + "submarines", + "wave of the future" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1271", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"classified\" refers to confidential information relating to politics but the \"classified\" ads are a form of advertising common in newspapers. So here, what's classified doesn't go in the Politics section of a newspaper because it goes in the Classifed Ads section.", + "waves happens in the ocean and submarines are in the ocean ", + "", + "Advertisements in a newspaper are grouped into categories such as \"for sale\" or \"services\". Classified can also mean secret or confidential. The newspaper doesn't put in Politics what is confidential. ", + "" + ], + "Joke keywords": [ + [ + "newspaper", + "Politics", + "Classified" + ], + [ + "submarines", + "waves" + ], + [ + "" + ], + [ + "politics", + "classified" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_1155", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 2, + 0, + 1 + ], + "Natural language explanation": [ + "This is a play on words. The phrase \"day of reckoning\" means the time when past mistakes will be punished. But \"reckoning\" sounds like \"wreckoning\" which here means the day of a car wreck or accident.", + "", + "wreckoning sounds like reckoning ", + "", + "A day of reckoning refers to a day of action. Wreckoning refers to wrecking the car in an accident, which the person will drive until." + ], + "Joke keywords": [ + [ + "car", + "day of wreckoning" + ], + [ + "" + ], + [ + "car", + "wreckoning" + ], + [ + "" + ], + [ + "drove", + "car", + "until", + "day of wreckoning" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_504", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "This is a play on words. An \"abacus\" is an old calculating tool used for counting. To \"count on\" something means to depend on a promise happening but \"count on\" also refers to being able to use the abacus to count the amount of something.", + "wreckoning sounds like reckoning ", + "count on it can refer to counting on the abacus and it can also mean relying on ", + "To be able to \"count on something\" means you can depend on that something. An abacus is a calculating tool. The joke is saying that you shouldn't trust that you'll receive a free abacus with every purchase at the bargain store.", + "An abacus is something used to count, and considered an obselete tool. Wouldn't count on it refers to not relying on the abascus to count, and also not relying on the store to give a free abacus with purchases." + ], + "Joke keywords": [ + [ + "abacus", + "wouldn' t count on" + ], + [ + "car", + "wreckoning" + ], + [ + "abacus", + "count on it" + ], + [ + "bargain store", + "abacus", + "count on it" + ], + [ + "bargain store promised", + "free abacus", + "every purchase", + "wouldn't count on it" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_1269", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"underworld\" means a supernatural world of the dead but an \"underworld\" is also the world of criminals or organized crime.", + "abacus you usually use to count and do math ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "GANGSTERS", + "die", + "underworld" + ], + [ + "abacus", + "count on it" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "het_65", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on words. The word \"throng\" means a group of people but \"throng\" sounds like \"wrong\" meaning responsible for a mistake.", + "", + "", + "\"Throng\" sounds like \"wrong\". A throng is a pack of people. \"In a group you're in the throng\" which is correct, but also sounds like \"in the group you're in the wrong\" which is the opposite of \"by yourself you're in the right\". ", + "" + ], + "Joke keywords": [ + [ + "yourself", + "right", + "group", + "throng" + ], + [ + "" + ], + [ + "" + ], + [ + "right", + "group", + "throng" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 1, + 0, + 7, + 3, + 2 + ] + }, + { + "ID": "hom_760", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "Marshall is a man's name and a marshall is a type of officer", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "Marshall", + "peace officier" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 0, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_666", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "It's a sweet victory because candy tastes sweet.", + "This is a pun on the phrase \"sweet victory\" and how candy is sweet.", + "The joke is a pun. Candies are usually sweet tasting. The phrase 'sweet victory' generally means a victory that feels good.", + "A sweet victory is a feel-good winning situation. Candy is sugary sweet.", + "sweet victory can mean an enjoyable victory and sweet can refer to the candy " + ], + "Joke keywords": [ + [ + "candy", + "prize", + "sweet victory" + ], + [ + "Winning candy", + "sweet victory" + ], + [ + "Winning", + "candy", + "prize", + "sweet victory" + ], + [ + "Winning candy", + "prize", + "sweet victory" + ], + [ + "Winning candy", + "sweet victory" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_38", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "A lute is a musical instrument and it's a pun on loot, or stolen goods.", + "This is a pun on the word \"lute\". A lute is a musical instrument and it sounds like \"loot\" which is things you steal.", + "The joke is a pun. A 'lute' is a type of instrument. 'Lute' sounds like 'loot' which means valuables that were taken.", + "A lute is a type of stringed instrument, and sounds like loot which means stolen goods. Robbing a music store could involve acquiring loot. ", + "lute sounds like loot " + ], + "Joke keywords": [ + [ + "music store", + "robbed", + "lute" + ], + [ + "music store was robbed", + "lute" + ], + [ + "music store", + "robbed", + "thief", + "lute" + ], + [ + "music store", + "robbed", + "lute" + ], + [ + "music", + "lute" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1304", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the phrase \"out of commission\" and how \"commission\" is when you sell something like a salesman does.", + "The joke is a pun. 'Going out of commission' means to be knocked out, unable to continue, or dead. 'Commission' in terms of sales is when a sales person gets a bonus for the number of sales they make.", + "A salesman makes commission on the products they sell. Going out of commission means going out of order, or retiring.", + "" + ], + "Joke keywords": [ + [ + "OLD SALESMEN", + "die", + "out of commission" + ], + [ + "SALESMEN", + "die", + "out of commission" + ], + [ + "SALESMEN", + "die", + "out of commission" + ], + [ + "OLD SALESMEN", + "never die", + "out of commission" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_303", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Skunks release a stinky spray in self-defense, and 'stank' is a pun for 'sank'.", + "This is a pun on the word \"stank\" and how skunks stink. \"Stank\" sounds like \"sank\". ", + "The joke is a play on words. 'Stank' sounds like 'sank' which would make the phrase make sense as 'sank to the bottom'. Skunks are known for being really pungent smelly animalsy, so the word was replaced with 'stank'.", + "A skunk is know for spraying liquid that is very potent and smells bad, and stank sounds like sank, as in sank to the bottom of the river. ", + "stank sounds like sank " + ], + "Joke keywords": [ + [ + "skunk", + "river", + "stank", + "bottom" + ], + [ + "skunk fell in the river", + "stank to the bottom" + ], + [ + "skunk", + "fell in", + "river", + "stank to the bottom" + ], + [ + "skunk", + "fell", + "river", + "stank", + "bottom" + ], + [ + "skunk", + "stank" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_973", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "Lame. There's nothing in the first part of the joke that links up to the revelation that he's a horse (a pun on 'hoarse')", + "This is a pun on the word \"horse\". Horses don't talk and \"horse\" sounds like \"hoarse\", which is when your throat is scratchy and you can't speak.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "doesn't talk much", + "a little horse" + ], + [ + "doesn' t talk much", + "horse" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1487", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on the word \"sincere\". \"Sincere\" has the word \"sin\" in it and Hell is where people who sin go according to some religions. ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Hell", + "sincere" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_844", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "Pore' excuse for what? Pores are little holes in the skin, making this a pun on 'poor'.", + "This is a pun about skin-care.", + "The joke is a pun. A 'pore' is a pocket in the skin where oils are let out. 'Pore' sounds like 'poor' which would make the phrase 'poor excuse', meaning that it is not a valid reason.", + "Skin contains pores, or tiny holes that can excrete. Bad skin might often involve porous skin that collects dirt or oil too much, and pore sounds like poor as in a poor excuse.", + "pore sounds like poor " + ], + "Joke keywords": [ + [ + "bad skin", + "pore excuse" + ], + [ + "bad skin", + "pore excuse" + ], + [ + "bad skin", + "pore excuse" + ], + [ + "bad skin", + "pore excuse" + ], + [ + "bad skin", + "pore excuse" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_71", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Bandits steal cash, and it's used as a pun here on 'cache', or the record of internet browsing history that can be cleared out.", + "This is a pun on how sometimes you need to clear the cache when using the internet, and cache sounds like \"cash\".", + "", + "Cash, as in money, sounds like cache, as in a web browser history. The joke is about net-surfing, or internet surfing, bandits that end their operations by making money or clearing the cache.", + "cash sounds like cache " + ], + "Joke keywords": [ + [ + "Net-surfing bandits", + "clearing out the cash" + ], + [ + "Net - surfing bandits", + "cash" + ], + [ + "" + ], + [ + "Net - surfing bandits", + "ended", + "operation", + "clearing out", + "cash" + ], + [ + "Net - surfing", + "clearing out the cash" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_1452", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "An exceptionally poorly written name joke. Stu is a nickname for Stuart and a pun on 'stew' - a kind of soup that's cooked.", + "This is a pun on how \"Stu\" sounds like \"stew\", a food you cook. ", + "The joke is a pun. 'Stu' sounds like 'stew' which is a method of cooking.", + "Stu sounds like stew, as in a type of thick soup. Stew is cooked. ", + "" + ], + "Joke keywords": [ + [ + "Stu", + "cook" + ], + [ + "Stu", + "cook" + ], + [ + "Stu", + "also cook" + ], + [ + "name", + "Stu", + "also cook" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_782", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "How does one say something in a disjointed way? This joke just doesn't work.", + "This is a pun on how he says that he has to wear a cast for an injury, in a disjointed fashion.", + "The joke is a pun. The person says something 'disjointedly' which is to say it in a manner lacking in coherence. The person is wearing a cast, which means they may have broken a bone or joint in their body.", + "", + "" + ], + "Joke keywords": [ + [ + "cast", + "disjointedly" + ], + [ + "wear this cast", + "disjointedly" + ], + [ + "have to wear", + "cast", + "said", + "disjointedly" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1284", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "We the audience think 'jerk' means 'a sudden movement', but it's revealed to be a mean person. That's what makes the joke clever.", + "This is a pun on the word jerk. A jerk is a kind of movement that happens when you suddenly stop a car. It also refers to someone who is mean. ", + "The joke is a pun. To 'stop with a jerk' means to abruptly stop in a way that makes the vehicle shake forward and back. A mean person can also be called a 'jerk'.", + "A jerk is someone who is mean. A jerk also means a sudden push or yank. ", + "jerk can mean a jerking motion or a jerk of a person " + ], + "Joke keywords": [ + [ + "car", + "stopped", + "jerk", + "got out" + ], + [ + "car stopped with a jerk", + "jerk got out" + ], + [ + "car", + "stopped with a jerk", + "jerk", + "got out" + ], + [ + "car", + "stopped", + "jerk got out" + ], + [ + "car stopped", + "jerk got out" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_1261", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "I.V.s are injected into veins, and 'in vein' here is a play on 'in vain', or something done unsuccessfully.", + "This is a pun about how I.V.'s go into veins.", + "The joke is a pun. To do something 'in vain' is to be unsuccessful in ones attempts at doing something. An I.V. is inserted into the vein of someone's arm, typically in an ambulance or hospital.", + "", + "vein sounds like vain " + ], + "Joke keywords": [ + [ + "save", + "I.V.", + "in vein" + ], + [ + "I.V.", + "vein" + ], + [ + "tried to save him", + "I . V .", + "all in vein" + ], + [ + "" + ], + [ + "I . V", + "in vein" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_2240", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "To 'chew someone out' usually means giving them a heavy-handed lecture in what they did wrong. In this case though, the literal meaning of the boss chewing through bubblegum to get his employee out provides a funny visual", + "This is a pun that connects bubblegum to the phrase \"chew him out\".", + "The joke is a pun. Bubblegum is something that people chew. To get 'chewed out' means to get scolded by someone. It implies that the man had to be freed from the vat of bubblegum by people chewing their way through the gum.", + "Chewing someone out means you put the blame on them or give them hostility about something. Bubblegum is a consumable item that you chew and blow bubbles with.", + "chew can mean chew out like yell at or chew as in chew gum " + ], + "Joke keywords": [ + [ + "fell", + "bubblegum", + "chew him out" + ], + [ + "gum factory", + "fell", + "bubblegum", + "chew him out" + ], + [ + "man", + "gum factory", + "fell in", + "vat of bubblegum", + "boss", + "chew him out" + ], + [ + "man", + "worked", + "gum factory fell", + "vat of bubblegum", + "boss", + "chew him out" + ], + [ + "gum factory", + "chew him out" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1014", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "No one would realistically do this.", + "This is a pun about the phrase \"do you get my drift\" which means \"do you understand what I mean?\" and the term \"snow drift\".", + "The joke is a pun. The person 'threw snow' which could mean physically throwing it with their hands, or the tires of their car launched it. Drifting is when a driver makes the car slide on its wheels. 'Get my drift' is a phrase that means 'do you understand my implication'.", + "", + "" + ], + "Joke keywords": [ + [ + "threw snow", + "driveway", + "GET MY DRIFT" + ], + [ + "Threw snow", + "neighbor's driveway", + "DO YOU GET MY DRIFT" + ], + [ + "threw snow", + "neighbor' s driveway", + "DO YOU GET MY DRIFT" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_1453", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun about how Tuna, a type of fish, sounds like the word \"tune\", which is relevant to music and whistling.", + "The joke is a play on words. The word 'tuna' sounds like 'tune'. The fisherman who whistles is always 'out of tune' and the word tune was replaced with a word for a type of fish.", + "", + "tuna sounds like tune " + ], + "Joke keywords": [ + [ + "" + ], + [ + "whistling fisherman", + "out of tuna" + ], + [ + "whistling", + "fisherman", + "out of tuna" + ], + [ + "" + ], + [ + "whistling fisherman", + "out of tuna" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_393", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Mutton is the outer flesh of a ram or ewe, and it's a pun on 'nothing' else here.", + "This is a pun about how \"mutton\" sounds like \"nuttin'\", which is a way of pronouncing \"nothing\".", + "The joke is a play on words. 'Mutton' is a type of meat, and the word sounds like 'nothing'. They eat lamb and 'nothing' else.", + "", + "mutton sounds like nothing " + ], + "Joke keywords": [ + [ + "meat", + "lamb", + "mutton else" + ], + [ + "eat", + "lamb", + "mutton" + ], + [ + "meat", + "eat", + "lamb", + "mutton else" + ], + [ + "" + ], + [ + "lamb", + "mutton" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_84", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_1305", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "Fog is made of mist, so 'mistified' refers to that. It's a play on the word 'mystified', or confused.", + "This is a pun about how \"mist\" sounds like the first syllable of \"mystified\".", + "The joke is a pun. 'Mistified' means bewildered or perplexed. The word has 'mist' in it, and mist is moisture in the air like a cloud or fog.", + "Fog is also known as mist. Mistified has the word mist in it, and means amazed or in wonder.", + "mistified sounds like mist " + ], + "Joke keywords": [ + [ + "first scientists", + "fog", + "mistified" + ], + [ + "studied fog", + "mystified" + ], + [ + "first scientists", + "studied", + "fog", + "mistified" + ], + [ + "first scientists", + "studied fog", + "mistified" + ], + [ + "fog", + "mistified" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1006", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "These old professions jokes rarely work because the puns are not metaphors for dying.", + "This is a pun about how school principles administrate a school's \"faculties\".", + "", + "", + "" + ], + "Joke keywords": [ + [ + "Old school principals", + "die", + "lose their faculties" + ], + [ + "school principles", + "lose faculties" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_145", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "Shots here can refer to either alcohol shots or vaccine shots.", + "This is a pun on the word shots. Shots are a type of alcoholic drink and can also refer to the needles doctors use for vaccines.", + "The joke is a pun. 'Shots' in a bar are small drinks of hard liquor typically. A doctor can give a 'shot' of medicine that is injected into a patient.", + "In medicine, a shot is an injection containing material for either immune support or perhaps pain relief. In bar talk, a shot is a 1.5 oz pour of alcohol. ", + "shots can mean vaccines or it can mean a drink " + ], + "Joke keywords": [ + [ + "doctor", + "bartender", + "shots" + ], + [ + "doctor who became a bartender", + "shots" + ], + [ + "doctor", + "became", + "bartender", + "giving out", + "shots" + ], + [ + "doctor", + "became", + "bartender", + "giving out shots" + ], + [ + "doctor", + "bartender", + "shots" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_1295", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "Donuts have a hole in the middle, and it's a play on the word 'whole'.", + "This is a pun about how donuts have holes.", + "The joke is a pun. Donuts are pastries that have a hole in the center of them. To be tired of 'the whole thing' is to be completely fed up with the entirety of something, however it sounds like the baker is just tired of the holes in the centers of donuts.", + "Donuts have holes in them. Hole thing sounds like whole thing, as in refering to the entire thing itself.", + "hole sounds like whole " + ], + "Joke keywords": [ + [ + "stopped", + "donuts", + "hole thing" + ], + [ + "baker stopped making donuts", + "hole thing" + ], + [ + "baker", + "stopped", + "making donuts", + "tired", + "the hole thing" + ], + [ + "baker stopped making donuts", + "tired", + "hole thing" + ], + [ + "donuts", + "hole thing" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_1703", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 1, + 0 + ], + "Natural language explanation": [ + "In addition to the sound not being right, 'off kilter' is a reference to the kilts men wore, traditionally, while playing the bagpipes.", + "This is a pun about how bagpipe players often wear kilts, and the word \"kilt\" is in \"kilter\".", + "The joke is a pun. Bagpipes are an instrument from Scotland, where players of the instrument are typically seen wearing kilts. For something to be 'off kilter' means it is unbalanced or unstable. 'Kilter' has 'kilt' in the word.", + "Bagpipes are instruments traditionally used in celtic cultures, like scotland or ireland. Scotish traditional garb consist of kilts, or plaid skirts. Off kilter has the word kilt in it, and means not in the usual state or unusual. ", + "" + ], + "Joke keywords": [ + [ + "bagpipes", + "sound", + "off kilter" + ], + [ + "bagpipes", + "off kilter" + ], + [ + "tried", + "bagpipes", + "sound", + "off kilter" + ], + [ + "tried", + "play", + "bagpipes", + "sound", + "off kilter" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1187", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_174", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun about how \"weak\" sounds like \"week\".", + "The joke is a pun. There are seven days in a week. Religious people would say that not praying makes one weak, or not strong.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "7 days", + "prayer", + "1 weak" + ], + [ + "7 days", + "without prayer", + "makes 1 weak" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1648", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "Scientists allow us to know more scientific facts about the sun, and they help us literally look at the sun without going blind.", + "This is a pun about thermal imaging technology that scientists use.", + "The joke is a pun. The sun emits light. To see something 'in a different light' means to get a new perspective on it.", + "", + "" + ], + "Joke keywords": [ + [ + "Scientists", + "see the sun", + "different light" + ], + [ + "Sun", + "different light" + ], + [ + "Scientists", + "see", + "sun", + "different light" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_863", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "I think this is an indirect reference to the business board of a hotel that managers are on.", + "This is a pun on the word \"board\", which means to pay for a place to live and be fed, like a hotel with room service, and how it sounds like \"bored\".", + "I think the joke is a pun. Do hotel managers have a board for room vacancies? It might be a reference to the phrase 'room and board'. Regardless, the word 'bored' as in 'boredom' has been replaced with 'board' as in 'room and board'.", + "", + "" + ], + "Joke keywords": [ + [ + "hotel managers", + "board", + "jobs" + ], + [ + "hotel managers", + "board" + ], + [ + "hotel managers", + "get board", + "jobs" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_825", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "Given that they're a magician, they could've turned and gone inside a drugstore, or literally morphed into a drugstore.", + "This is a pun on the word \"turn into\". A magician can \"turn into\" things, as in they can transform into something else. In this case they transform into a drugstore.", + "The joke is a play on words. Magicians are known for illusions of 'turning' something into something else--transforming it. To 'turn into' something can also mean taking a turn while traveling and go inside a place or in a different direction. The original sentence sounds like the magician transformed into a drug store when they probably just entered it.", + "The joke is that the magician turned into a drugstore - as in they entered a drugstore, or transformed into a drugstore.", + "turn into can mean went into and it can mean transform into " + ], + "Joke keywords": [ + [ + "magician", + "walk down", + "turn into", + "drugstore" + ], + [ + "magician", + "turn into a drugstore" + ], + [ + "saw", + "magician", + "walk", + "down the street", + "turn into", + "drugstore" + ], + [ + "saw", + "magician", + "turn into", + "drugstore" + ], + [ + "magician", + "turn into a drugstore" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_1370", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on the word \"alledgedly\". \"Alledgedly has the word \"ledge\" in it and the guy is threatening to jump of a ledge.", + "", + "Allegedly has the word alleged in it, which means supposively or uncertain of. Jump of the side of a building might involve jumping off of a ledge. ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "jump off the side of a building", + "alledgedly" + ], + [ + "" + ], + [ + "man", + "threatened", + "jump off", + "building", + "allegedly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_2103", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 5, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This is actually true. 'Giving someone an inch' means cutting them some slack. Here however, the inch also refers to a measurement on a ruler, which is also, in turn, used in two different ways: as a measurement device and a synonym for 'dictator'", + "This is a pun on the word \"ruler\". Rulers can be measurement instruments made up of inches or another word for leader like a manager.", + "The joke is a pun. Giving 'an inch' to someone means to compromise on something they are demanding. An inch is also a unit of measurement found on a ruler, which is a stick with markings to measure distances up to a foot. A 'ruler' is also a word that means someone who has authority over someone or something, like a king or president.", + "A ruler is an object used to measure things by milimeters, centimeters, and inches. The pun is that if you give a manager, or someone in a role of delegation, a inch - they will think they are a ruler, as in an absolute leader. ", + "give an inch can mean give leway or it can mean a literal inch " + ], + "Joke keywords": [ + [ + "managers", + "inch", + "ruler" + ], + [ + "managers", + "inch", + "ruler" + ], + [ + "give", + "some managers", + "an inch", + "they think", + "ruler" + ], + [ + "give", + "managers", + "inch", + "think", + "ruler" + ], + [ + "inch", + "ruler" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_1561", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "shear' is a play on 'sheer', since shepherds that gather wool use shears to do it. That this person is doing it for the sheer joy of it means that they're not doing it for money.", + "This is a pun on how you shear sheep to get their wool.", + "The joke is a pun. 'Shear' is to cut or shave the wool off of a sheep with tools called 'shears'. 'Shear' sounds like 'sheer' which means 'utter' or 'pure'. The phrase said is typically 'sheer joy'.", + "I think this joke is refering to the idea of harvesting wool from sheep, which is done by using shears on the wool. Shear sounds like sheer, which means pure in a way. ", + "shear can mean shear joy or it can mean shearing a sheep " + ], + "Joke keywords": [ + [ + "like", + "wool gathering", + "shear joy" + ], + [ + "wool", + "shear" + ], + [ + "wool", + "gathering", + "shear joy" + ], + [ + "wool gathering", + "shear joy" + ], + [ + "wool", + "shear joy" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_549", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "A pitched battle is a high intensity physical conflict; it also refers to the way the ball is pitched, or thrown, to the batter in the game.", + "This is a pun on the phrase \"pitched battles\" and how there are pitchers who pitch in baseball.", + "The joke is a pun. In baseball there is a player called the pitcher who throws or 'pitches' the ball to the batter. A 'pitched battle' is a planned military encounter on a prearranged battleground.", + "", + "pitched can mean aggressive but it can also mean pitching the ball " + ], + "Joke keywords": [ + [ + "Baseball", + "pitched battles" + ], + [ + "Baseball", + "pitched battles" + ], + [ + "Baseball", + "known for", + "pitched battles" + ], + [ + "" + ], + [ + "Baseball", + "pitched battles" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_913", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on the term \"political graft\" and how researchers create and analyze graphs.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "researcher' s report", + "data", + "political graphed" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_855", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "This joke plays around with the meaning of the word 'change': shifts in life conditions versus leftover money after paying for something. We think it means the former before being revealed as the latter.", + "This is a pun on the word \"change\" and how change can mean the act of transitioning or money. ", + "The joke is a pun. 'Change' can mean alteration, or a difference. It can also mean coins from currency. In this case, it sounds like the person is talking about a change in lifestyle or current events, but then they say they put change in the parking meter, so they were talking about coins after all.", + "Change, or coin currency, is often used to pay parking meters. Handling change might also refer to how you accept or embrace a change in life.", + "" + ], + "Joke keywords": [ + [ + "handle change", + "parking meter" + ], + [ + "change I parking meter" + ], + [ + "handle", + "change", + "put it in", + "parking meter" + ], + [ + "handle change", + "put it in", + "parking meter" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_2015", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "sound business practices' normally means having practices that can hold up against scrutiny and predictable changes. Here though it's also a reference to the sound that music makes.", + "This is a pun on how music store owners sell sounds in the form of music.", + "The joke is a pun. A music store sells instruments that make sound. A 'sound' business practice means a business practice that is reasonable or intelligent.", + "Sound business practices just means good or well-thought practices. Music is about creating sound with instruments, so it's a pun on the music store being a sound business.", + "sound can mean reliable or it can mean musical sound " + ], + "Joke keywords": [ + [ + "music store owner", + "sound business practices" + ], + [ + "music store owner", + "sound business practices" + ], + [ + "music store", + "owner", + "sound business practices" + ], + [ + "music store owner", + "sound business practices" + ], + [ + "music store owner", + "sound business practices" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1894", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "If something is shocking, that means it's either surprising or the source of electrical shocks. In this joke it's both because the book failed commercially.", + "This is a pun on the word shocking. You can get an electric shock when wiring things and when the book failed they were shocked as in surprised.", + "The joke is a pun. 'Shocking' can mean 'surprising' but it can also mean a physical shock from electricity. In this case it could be both.", + "Wiring a house has to do with electrical wires, which can shock you if not done correctly. A shocking failure means a failure that came by surprise.", + "shocking can mean surprising or it can mean electrocution " + ], + "Joke keywords": [ + [ + "book", + "Wiring your House", + "shocking failure" + ], + [ + "book called' Current Trends in Wiring your House'", + "shocking failure" + ], + [ + "book", + "Wiring your House", + "shocking failure" + ], + [ + "book", + "Wiring your House", + "shocking failure" + ], + [ + "Wiring", + "shocking" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1342", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "This is a joke that works on both the figurative and literal level. The 'last resort' is the final option/decision before some extreme measure is taken. A resort is also a fancy hotel with extra amenities.", + "This is a pun on how people on vacation stay in a resort.", + "The joke is a pun. A 'last resort' is a fall back plan to take when all other options fail. A resort is also a word for a vacation get away location, such as a beach side hotel with pools and spas. Their last resort option was also the last location on their list of resorts.", + "A last resort is a the last option on the list of options. On vacation, people might typically stay at a hotel resort, or a giant facility that is all-in-one. ", + "last resort can mean the final vacation resort or it can mean the last chocice " + ], + "Joke keywords": [ + [ + "argued", + "vacation", + "last resort" + ], + [ + "argued about their vacation", + "stayed at the last resort" + ], + [ + "argued", + "vacation", + "finally stayed", + "last resort" + ], + [ + "argued", + "vacation", + "stayed", + "last resort" + ], + [ + "vacation", + "last resort" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_69", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "The joke doesn't work because we don't know that the window isn't on the first story of the house.+H979", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "see", + "window", + "stiltedly" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_530", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Is the joke here that he got confused and ratted himself out for tangling the bell ropes?", + "", + "The joke is a pun. A bell can be 'tolled' by ringing it. 'Tolled' sounds like 'told' which makes it sound like the bell ringer told himself off, or scolded himself.", + "", + "tolled sounds like told " + ], + "Joke keywords": [ + [ + "tangled", + "bell ringer", + "tolled himself off" + ], + [ + "" + ], + [ + "tangled", + "bell ringer", + "tolled himself off" + ], + [ + "" + ], + [ + "bell ringer", + "tolled" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_2157", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "The person can't envision their own future dispossessed of their eyes, and they literally can't see themselves in the mirror without eyes.", + "This is a pun on how you can't physically see without eyes and they can't imagine themselves not having eyes.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "can't", + "see myself", + "without eyes" + ], + [ + "see myself", + "eyes" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1058", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "Delivery can refer to both timely mail service and the way a line in comedy is spoken.", + "This is a pun on how comedians deliver, or tell, jokes and how mailmen deliver mail. ", + "The joke is a pun. To say someone's 'deilvery is perfect' is to say that they told a joke very well. A mailman literally delivers packages, so one could say a good mailman has perfect delivery.", + "A mailman delivers mail to people. In comedy, delivery is the way in which you tell a joke that adds to the humor. ", + "delivery can mean delivering a joke or it can mean delivering a package " + ], + "Joke keywords": [ + [ + "mailman", + "comedian", + "delivery" + ], + [ + "mailman", + "comedian", + "delivery" + ], + [ + "mailman", + "should be", + "comedian", + "delivery is perfect" + ], + [ + "mailmain", + "comedian", + "delivery", + "perfect" + ], + [ + "mailman", + "delivery" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_748", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. A Prior (or prioress) is an ecclesiastical title for a superior in some religious orders. 'Prior' generally means 'before' as in 'prior approval' which means to have permission beforehand.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Priests", + "can' t marry", + "prior approval" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_877", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "Regrettably, it's not common knowledge anymore that Goddard was an physicist credited with inventing the first liquid-powered rocket. 'out to launch' is also a pun on 'out to lunch'.", + "This is a pun on how Robert H. Goddard created the liquid-fueled rocket, which he was out to launch, and how launch sounds like lunch.", + "The joke is a play on words. Robert H. Goddard is a physicist who is famous for liquid fueled rockets. 'Out to lunch' was changed to 'out to launch' because Goddard would likely attend a rocket launch.", + "Goddard was the first liquid-fuel rocket to be launched. Launch sounds like lunch, as in out to lunch. ", + "launch sounds like lunch " + ], + "Joke keywords": [ + [ + "Goddard", + "reached", + "out to launch" + ], + [ + "Goddard couldn' t be reached", + "launch" + ], + [ + "Goddard", + "couldn' t be reached", + "out to launch" + ], + [ + "Goddard", + "out to lunch" + ], + [ + "Goddard", + "launch" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_267", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "Tom said in a negative tone that his photo negatives were not yet developed.", + "This is a pun on how photographs are developed from negatives.", + "The joke is a pun. Undeveloped photos are called 'negatives'. To say something 'negatively' means to say something in a pessimistic way.", + "", + "" + ], + "Joke keywords": [ + [ + "developed", + "photographs", + "negatively" + ], + [ + "developed my photographs", + "negatively" + ], + [ + "haven' t developed", + "photographs", + "said", + "negatively" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_2041", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "I think the joke is a pun. Summer the season could be taken instead as 'summer', a person who sums, meaning addition, an operation in mathematics.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "summer", + "mathematician" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_231", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 4, + 0, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Mass is the proper term for Catholic Sunday services, and also short for Massachusetts. The irony, of course, is that Massachusetts was historically one of the most Catholic states by demographics. On top of that, the Pope - head of the Catholic Church - is the last person who should be skipping services!", + "", + "The joke is a pun. 'Mass' could mean Massachusetts or it could mean 'mass' as in the gathering time for prayer typically on Sundays.", + "Mass is short for massachusetts, a state in the United States. Mass also refers to a religious gathering, one the pope is the religious leader for catholicism. ", + "Mass can mean a service or it can mean Massachusetts " + ], + "Joke keywords": [ + [ + "pope", + "tour", + "United States", + "skipped Mass" + ], + [ + "" + ], + [ + "pope", + "tour", + "United States", + "skipped Mass" + ], + [ + "pope", + "tour", + "United States", + "skipped Mass." + ], + [ + "pope", + "Mass" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_235", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "This joke would be funnier if it were better written, i.e. \"The Queen considered her coronation her crowning achievement.\" Anywayyy'crowning achievement' is a pun on the crown the queen now wears, apart from the political appointment being a life accomplishment.", + "This is a pun on the word \"crowning\". To become queen, you must be crowned.", + "The joke is a pun. A 'crowning achievement' means the greatest achievement someone has accomplished. A queen typically wears a crown.", + "A crowning achievement means a peak achievement, or what you are known for. A queen wears a crown.", + "crowning can mean greatest or it can mean getting a literall crown " + ], + "Joke keywords": [ + [ + "became queen", + "crowning achievement" + ], + [ + "queen", + "crowning achievement" + ], + [ + "woman", + "became queen", + "crowning achievement" + ], + [ + "woman", + "became queen", + "crowning achievement" + ], + [ + "queen", + "crowning achievement" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_574", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "They do know how to express themselves (what 'espresso' was punning). Espresso is a type of potent coffee that originated in Italy.", + "This is a pun on the word espresso. Espresso sounds like express and Espresso is a type of italian coffee.", + "The joke is a play on words. 'Espresso' is a type of coffee and the word sounds like 'express'. The phrase is typically 'express themselves'.", + "Espresso is a type of concentrated dark coffee that is huge in italian culinary and culture. It also sounds like express, as in to express yourself.", + "espresso sounds like express " + ], + "Joke keywords": [ + [ + "Italians", + "coffee", + "espresso themselves" + ], + [ + "Italians", + "coffee", + "espresso" + ], + [ + "Italians", + "good", + "making coffee", + "know how", + "espresso themselves" + ], + [ + "Italians", + "so good", + "making coffee", + "espresso themselves" + ], + [ + "coffee", + "espresso" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1791", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "I think the joke is that a bra supports breasts and without a bra the breasts would 'flop' or sag. Calling something a 'flop' means it was a failure.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Banning", + "bra", + "flop" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "het_538", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "This joke doesn't make sense because 'hollered' does not sound enough like 'hollow', and it creats a bizarre mental image.", + "This is a pun about being hollow, or empty, inside. Hollered sounds like it has the word hollow in it.", + "I think the joke is that 'hollered' sounds like 'hollowed'. 'Hollowed' means emptied. The person feels empty inside.", + "Hollered sounds like it has the word hollow in it, and hollow means empty.", + "" + ], + "Joke keywords": [ + [ + "empty inside", + "hollered" + ], + [ + "feel empty", + "hollored" + ], + [ + "empty inside", + "hollered" + ], + [ + "feel empty", + "hollered" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 8, + 9, + 6, + 2, + 7 + ] + }, + { + "ID": "hom_1154", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "Inventors make their own products (devices), while devices also means plan", + "", + "", + "", + "the device was probably made by them " + ], + "Joke keywords": [ + [ + "inventors", + "devices" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "inventors", + "device" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1071", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "", + "A genealogist is a person who traces or studies the descent of people. A census is an official count of a population, typically recording details of individuals.Census sounds like senses. Senses encompass different organs that help a person understand the world around them by allowing the person to experience sight, smell, hearing, taste, and touch. When people age, their senses dull. This joke is playing on the word census which sounds like senses.", + "Genealogy relies on census data and census sounds like senses.", + "This is a play on words. The phrase \"lose your senses\" means to start behaving in an unreasonable way. However, \"senses\" sounds like \"census\" meaning an official count of the population. Since a genealogist is someone who traces family descent, a genealogist \"losing their census\" refers to people dying and no longer able to be tracked under the census.", + "census sounds like senses " + ], + "Joke keywords": [ + [ + "" + ], + [ + "genealogists", + "die", + "census" + ], + [ + "genealogist", + "census" + ], + [ + "genealogists", + "die", + "lose", + "census" + ], + [ + "genealogist", + "census" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_301", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "Koi is a type of fish. To be coy (similar sounding) is to be shy", + "Koi is the name of a type of fish. Koi sounds like coy. Coy means shyness that is intended to be alluring. The joke here uses \"koi\" because it sounds like \"coy\" and because they are referring to fish being shy.", + "Koi are a species of fish and koi sounds like the word coy, which means shyness", + "This is a play on words. The word \"koi\" is a type of fish but also sounds like \"coy\" meaning adopting a pretense of shyness or modesty.", + "koi fish are a type of fish " + ], + "Joke keywords": [ + [ + "fish", + "koi" + ], + [ + "fish", + "shy", + "koi" + ], + [ + "fish", + "shy", + "koi" + ], + [ + "fish", + "shy", + "koi" + ], + [ + "koi", + "fish" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_287", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "This joke uses the word garden (where scarecrows stand) to replace guarding (what scarecrows do)", + "A scarecrow is an object made to resemble a human figure that is set up to scare birds away from a field where food is growing. A garden is a piece of land where vegetables or plants are grown. Garden sounds like \"guardin'\" or \"guarding\" which means to watch over in order to protect. This is a play on the word garden because it sounds like \"guarding\" and the joke is referring to a scarecrow protecting crops.", + "Scarecrows are used to guard against crows. Guarding sounds like garden.", + "", + "scarecrows are usually found in the garden patches" + ], + "Joke keywords": [ + [ + "Scarecrows" + ], + [ + "scarecrows", + "garden", + "patch" + ], + [ + "Scarecrow", + "garden" + ], + [ + "" + ], + [ + "scarecrow", + "garden", + "patch" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1796", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "Here, grave means both serious and a literal grave", + "A coffin is a box that a corpse is put in, and buried in. A grave is a place of burial for a dead body. Grave can also mean serious, so \"grave matter\" means \"serious matter\". This joke is playing on the word \"grave\" and its different meanings.", + "A hole for a coffin is called a grave. Grave also means solemn.", + "This is a play on words. The word \"grave\"means very serious but a \"grave\" is also a location where a dead body is buried", + "you put coffins in the grave" + ], + "Joke keywords": [ + [ + "grave" + ], + [ + "coffin", + "grave matter" + ], + [ + "hole", + "coffin", + "grave matter" + ], + [ + "coffin", + "grave matter" + ], + [ + "coffin", + "grave" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1165", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a common expression meaning a person's actions are more impactful than what they say, but also truth revealing.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "actions", + "speak", + "words" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_724", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "To be on the lamb is to be on the run. A lamb is another name for sheep", + "", + "A young sheep is called a lamb, and on the lamb is a colloquialism for a criminal in hiding.", + "This is a play on words. The phrase \"on the lam\" means being a fugitive from the law but \"lam\" sounds like \"lamb\" meaning a young sheep.", + "lambs are just a younger version of sheeps" + ], + "Joke keywords": [ + [ + "sheep", + "lamb", + "robber" + ], + [ + "" + ], + [ + "sheep", + "robber", + "on the lamb" + ], + [ + "sheep robber", + "on the lamb" + ], + [ + "lamb", + "sheep", + "robber" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_609", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "One of the tools carpenters use is a \"vise\", which sounds like \"vice\", which means an immoral habit.", + "This is a play on words. The word \"vise\" is a metal tool used in carpentry but \"vice\" means immoral or wicked behavior. ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "carpenter's daughter", + "vise" + ], + [ + "Carpenter' s daughter", + "every vise" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1501", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Drawing cartoons means to draw animation. The joker is saying that to be an animator you need to be animated, or very expressive", + "A cartoon is a simple drawing showing the features of its subjects in a humorous or a fictional way. Cartoons cans also refer to a motion picture that is made up of a sequence of drawings. Cartoons in a movie have to be animated. Animated means to give (characters in a movie) the appearance of movement using animation techniques. Animated also means lively and expressive. This is a play on the different meanings of the word animated. ", + "The process of drawing cartoons is called animation. Animated is a personalty trait.", + "This is a play on words. The word \"animated\" means full of excitement but \"animated\" also refers to a style of cartoon made using animation techniques.", + "animated is another type of cartoon but also means to be lively " + ], + "Joke keywords": [ + [ + "cartoons" + ], + [ + "draw", + "cartoons", + "animated" + ], + [ + "draw cartoon", + "animated" + ], + [ + "draw cartoons", + "animated" + ], + [ + "cartoons", + "animated" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1631", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 3 + ], + "Natural language explanation": [ + "", + "Cannily is an adjective that is used to describe quick and clever thinking. Cannily sounds close to the word \"Cannes\". Cannes is a city located in France that is famous for its international film festival. This is a play on the word \"cannily\" because it sounds close to the word \"Cannes\".", + "", + "This is a play on words. The word \"cannily\" means showing quick and clever thinking but kind of sounds like \"Cannes\" which is a famous film festival in Southern France.", + "cannes is in france " + ], + "Joke keywords": [ + [ + "" + ], + [ + "film festival", + "Southern France", + "cannily" + ], + [ + "" + ], + [ + "film festival", + "Southern France", + "cannily" + ], + [ + "film festival", + "france", + "cannily" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_616", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1096", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1218", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 3, + 3 + ], + "Natural language explanation": [ + "Blanc is a type of wine, used to sound like blank", + "Blanc is an adjective that is used to describe a type of wine. A blank stare is a look that someone wears on their face when one does not understand something. It's a hollow, expressionless look. Blanc sounds like blank. This joke is playing on the word blanc while describing a wine taster.", + "", + "This is a play on words. The word \"blank\" means vacant or unresponsive but \"blanc\" is also a term for white wine.", + "blanc means white for white wine " + ], + "Joke keywords": [ + [ + "wine" + ], + [ + "wine taster", + "blanc stare" + ], + [ + "" + ], + [ + "wine taster", + "blanc stare" + ], + [ + "wine", + "blanc", + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1699", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Frank is another name for hotdog", + "Frank is a common first name. Frank can also be used to mean hot dog. The hot dog vendor's name is Frank. The joke is a play on the different meanings of the word Frank.", + "Frank is a common first name and frank, or frankenfurter, is a variety of hot-dog. Frank sells franks.", + "This is a play on words. The word \"Frank\" is a common first name but a \"frank\" is also a word for a hot dog.", + "dog and frank are associated with hot dogs" + ], + "Joke keywords": [ + [ + "hotdog" + ], + [ + "Frank", + "hot - dog vendor" + ], + [ + "Frank", + "Hot-dog" + ], + [ + "Frank", + "Hot - Dog vendor" + ], + [ + "frank", + "hot", + "dog" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2148", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "The husbands of duchesses are called dukes. To duke something out is to fight", + "A duchess is the wife or widow of a duke. To \"duke it out\" means to fight. This joke is playing on the word duke.", + "The husband of a duchess would be a duke, and duke it out is a colloquialism for a fight.", + "This is a play on words. The phrase \"duke it out\" means to engage in a fight but a \"duke\" is also a royal title and the husband of a duchess.", + "dukes and duchessses are normally married with each other " + ], + "Joke keywords": [ + [ + "duchesses", + "duke" + ], + [ + "duchesses", + "husbands", + "duke it out" + ], + [ + "duchesses", + "arguing", + "husbands", + "duke it out" + ], + [ + "duchesses", + "arguing", + "husbands", + "duke it out" + ], + [ + "duchesses", + "dukes", + "husbands" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1303", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "A crank can refer to a bent part of a machine with a handle that is turned to start a piece of machinery. Starting a Ford Model T involves pulling on a crank. Crankily means grouchily. The word \"crank\" can be found in \"crankily\". This joke is playing on the word \"crankily\". ", + "", + "This is a play on words. The word \"crankily\" means having a bad disposition but the word \"crank\" also refers to how drivers used to have to crank their car engines to start driving.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "model - T Ford", + "crankily" + ], + [ + "" + ], + [ + "start", + "model - T Ford", + "crankily" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1112", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "Phrased out is used here instead of phased, since expressions are phrases", + "A phrase is a group of words which act together as a unit. Language consists of phrases. \"Phrased out\" sounds like \"phased out\". \"Phased out\" means to slowly get rid of, or eliminate. This joke is playing on the term \"phase out\" except \"phrased\" is used instead of \"phased\".", + "", + "This is a play on words. The phrase \"phased out\" refers to a practice being discontinued. However, here \"phrased out\" refers to how well worn expressions are known as phrases.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "worn expressions", + "phrased out", + "language" + ], + [ + "" + ], + [ + "expressions", + "phrased out" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1201", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "\"Serial i / o\" stands for serial input/output which is a method of communicating data between devices. Serial sounds like \"cereal\" which is a type of grain used for food, that is typically eaten at breakfast time. It seems to me that the joke is trying to play on the word \"serial\" because it sounds like \"cereal\" and it pairs well with \"breakfast food companies\". ", + "", + "This is a play on words. The word \"serial i / o\" means a method of communicating data between devices but \"serial\" sounds like \"cereal\" which is a type of breakfast food.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "computers", + "breakfast", + "serial i/o" + ], + [ + "" + ], + [ + "Computers", + "breakfast", + "companies", + "serial i / o" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_216", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 3, + 2, + 0 + ], + "Natural language explanation": [ + "A coup is an overthrowing, but also a housing of birds", + "A coup is a sudden and violent seizure of power from a government. \"Coup\" is close to the spelling of \"coop\" which is a cage used to keep birds in. The king of doves sensed an imminent takeover, with \"coup\" being used because it's close to the spelling of \"coop\". This joke is playing on the word coup.", + "A coup is a forceful seizure of government powers. Coup also sounds like coo, the sound that doves make.", + "This is a play on words. The word \"coup\" means a sudden, violent seizure of power but a \"coo\" is a soft sound that doves make.", + "" + ], + "Joke keywords": [ + [ + "doves" + ], + [ + "doves", + "coup" + ], + [ + "ailing king", + "doves", + "coup" + ], + [ + "king", + "doves", + "imminent coup" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_592", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "\"Plagiarism is the sincerest form of flattery\" sounds close to a commonly heard quote which is \"Imitation is the sincerest form of flattery\". Plagarism is the practice of taking someone else's work and passing them off as one's own, which is synonymous with imitation, except plagarism has a negative connotation.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "plagarism", + "flattery" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_512", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "Agriculture is plants. To plant questions is to create false questions", + "A \"planted question\" is a rehearsed question. The word \"planted\" was cleverly used here because the joke is referring to an agricultural presentation. \"Agricultural\" is a word related to agriculture, which is the practice of growing plants and livestock. A plant is a living organism that grows in the earth and has a stem, leaves, and roots. \"Plant\" is in the word \"planted\". This joke plays on the word \"planted\".", + "Planted questions at a presentation means they people in the audience ask questions they already had answers for. Planting is a step in growing crops, which is the concern of agriculture.", + "This is a play on words. The word \"planted\" means that the organization added their own questions to the presentation to help it go smoothly. However \"planted\" also means to grow agricultural crops in the ground.", + "Agriculture is the practice of cultivating plants and livestock. " + ], + "Joke keywords": [ + [ + "agricultura" + ], + [ + "agricultural presentation", + "planted", + "questions" + ], + [ + "" + ], + [ + "agricultural presentation", + "smoothly", + "planted questions" + ], + [ + "agricultural", + "planted" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_126", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "A roomer is someone that rents out a room. Roomer sounds like the word \"rumor\". A rumor is a circulating story of uncertain truth that is spread by word of mouth. This joke is playing on the word \"roomer\" because it sounds like \"rumor\" and the person being referred to is a landlady, which is someone that rents out spaces to other people.", + "", + "This is a play on words. The word \"rumor\" means a circulating story or report. However, \"rumor\" sounds like \"roomer\" meaning someone who rents in a residence or dorm. Here the phrase \"spreading roomers\" refers to the landlady scattering the bodies of her tenants around the town.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "gossip", + "landlady", + "roomer" + ], + [ + "" + ], + [ + "gossip", + "landlady's arrest", + "spreading roomers" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_328", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1450", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "", + "An abscess can refer to a pocket of pus that forms around the root of an infected tooth. \"Abscessed by it\" sounds like \"obsessed by it\" which means to be continuously preoccupied with something. The joke is referring to someone who keeps thinking about the pain in their tooth, and the word \"abscess\" was chosen as it closely matches the sound of the word \"obsess\" and can relate to why their tooth hurts.", + "To fixate on something to an extreme degree is called an obsession. Obsess sounds like abscess, which is a painful tooth affliction.", + "This is a play on words. The word \"obsessed\" means preoccupied with something but sounds like \"abscessed\" referring to an \"abscess\" or swollen area within body tissue.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "pain", + "tooth", + "abscessed" + ], + [ + "fixated", + "bad tooth", + "abscessed" + ], + [ + "fixated", + "pain", + "bad tooth", + "abscessed" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_902", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Shellfish (a type of food) is used to replace the similar sounding selfish.", + "\"Shellfish attitude\" sounds like \"selfish attitude\". A selfish attitude is when one is concerned excessively or exclusively with oneself. Shellfish are a type of aquatic invertebrate that can be consumed at restaurants (these invertebrates include lobster, crabs, clams). The person getting referred to in the joke is a cook. Cooks can create seafood dishes with shellfish. This joke is a play on the word \"shellfish\".", + "shellfish sounds like selfish, a personality trait", + "This is a play on words. The word \"selfish\" means lacking consideration of others but sounds like \"shellfish\" which is a term for acquatic animals cooked and eaten as food.", + "shellfish is a type of food that cooks use" + ], + "Joke keywords": [ + [ + "cooks", + "shellfish" + ], + [ + "cooks", + "shellfish", + "attitude" + ], + [ + "cooks", + "shellfish attitude" + ], + [ + "cooks", + "shellfish attitude" + ], + [ + "cooks", + "shellfish" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_622", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "Whiskey sounds like risky", + "\"Whiskey business\" sounds like risky business. \"Risky business\" means that there is possibility of danger or failure or loss for a business. Whiskey is a type of hard liquor. \"Making your own hard liquor is a whiskey business\" can be understood literally, as in, you're in the business of making whiskey. Or, it can be understood as being risky, since \"whiskey business\" sounds like \"risky business\". The joke is playing on the word \"whiskey\". ", + "Whisky is a type of hard liqour. Whisky sounds like risky", + "This is a play on words. The phrase \"risky business\" means a highly risky venture but \"risky\" sounds like \"whiskey\" which is a type of hard liquor. ", + "whiskey is a type of liquor " + ], + "Joke keywords": [ + [ + "whiskey", + "liquor" + ], + [ + "hard liquor", + "whiskey", + "business" + ], + [ + "" + ], + [ + "making", + "hard liquor", + "whiskey business" + ], + [ + "liquor", + "whiskey" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_318", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 0 + ], + "Natural language explanation": [ + "To wait for baited breath is to wait while holding your breath, although here the cat's breath is literally the bait", + "Baited is the past tense of bait; bait means to prepare a trap with something to entice animals. It's a predatory action. To \"wait with baited breath\" can be understood literally. The cat ate the cheese, the scent of that cheese is still on the cat's breath which could bait the mouse. To \"wait with baited breath\" can also mean to wait in a nervous and excited state in anticipation of what's to happen. ", + "cheese is often used as bait for mouse traps and since the cat ate the cheese, it's breath now smells like it. Baited breath is a play on the phrase \"bated breath\" which is to wait in suspense.", + "This is a play on words. The phrase \"bated breath\" means in a nervous state of anticipation but \"baited breath\" refers to the cat using cheese as bait to lure the mouse in.", + "" + ], + "Joke keywords": [ + [ + "cat", + "mouse", + "cheese" + ], + [ + "cat", + "cheese", + "baited breath" + ], + [ + "cat ate", + "cheese", + "waited", + "mouse", + "baited breath" + ], + [ + "cat", + "cheese", + "mouse", + "baited breath" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1161", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "No reservations here means that he has oppositions and also that he did not leave his name with the restaurant ", + "To have \"no reservations\" about something means to have no doubt that something is good or right. To put in a reservation at a restaurant means to reserve seats at a restaurant. To say someone has no reservations can mean that the person did not save any seats. But, it can also mean that the person is saying that they have no doubts that this restaurant is a good restaurant. This joke is playing on the different meanings of the word reservation.", + "no reservation is used here to mean both \"hadn't booked a table\" and \"has no complaints\"", + "This is a play on words. The phrase \"no reservations\" means having no hesitation about doing something but \"no reservation\" also refers to not having booked a table at a restaurant.", + "you need reservations for resturants " + ], + "Joke keywords": [ + [ + "restaurant" + ], + [ + "restaurant", + "reservations" + ], + [ + "recommended", + "restaurant", + "no reservations" + ], + [ + "restaurant", + "no reservations" + ], + [ + "resturant", + "reservation" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_502", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "Instead of a stable diet, he has a diet of staples", + "A staple diet refers to a diet that consists of foods eaten regularly. A staple can refer to a piece of thin wire driven by a stapler through sheets of paper to fasten them together. The joke is referencing a goat that is eating office supplies, so consuming a \"staple diet\" could mean consuming a diet high in staples (thin metal wires) or a diet high in regular foods. ", + "staple is being used to mean both the metal fastener and food that are commonly eaten.", + "This is a play on words. The phrase \"staple diet\" refers to what someone eats most often. However, here \"staple diet\" refers to the goat eating staplers, which are office devices used for fastening sheets of paper with staples.", + "staples are consider a office supply " + ], + "Joke keywords": [ + [ + "goat" + ], + [ + "goat", + "office supplies", + "staple diet" + ], + [ + "goat", + "office supplies", + "staple diet" + ], + [ + "goat", + "ate office supplies", + "staple diet" + ], + [ + "goat", + "office", + "staple" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_910", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Male bees are known as drones", + "A drone is a type of male bee. To drone means to speak tediously, in a dull monotonous tone. This joke is personifying bees, and is using the term drone to mean speaking tediously. The pompous male bees speak tediously about themselves.", + "pompous is a self-absorbed personality trait, male bees are called drones pompous is a self-absorbed personality trait, and to drone on is a colloquialism for talking continuosly ", + "This is a play on words. To \"drone on\" means to speak for a long time in a dull voice but a \"drone\" is also a term for a male honey bee.", + "" + ], + "Joke keywords": [ + [ + "bees" + ], + [ + "male bees", + "drone" + ], + [ + "pompous male bees", + "drone on about themselves" + ], + [ + "Pompous male bees", + "drone on" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1529", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 1, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"spayed\" refers to sterilizing an animal but \"spayed\" also sounds like \"Spade\" which is the last name of famous fictional detective Sam.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "detective Sam", + "spayed" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_99", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "Doors have hinges. Hinges are a movable joint which a door swings on. Sometimes with repeated use and age, a door can become unhinged and will need to be fixed. To \"become unhinged\" can also refer to a mentally unbalanced, or deranged human being. The joke is referring to old door framers, and is playing on the word \"unhinged\". ", + "", + "This is a play on words. The word \"unhinged\" means crazy or deranged but \"unhinged\" also refers to a door with its hinges removed.", + "hinge is something that keeps the door and wall together for the door to work " + ], + "Joke keywords": [ + [ + "" + ], + [ + "old door framers", + "unhinged" + ], + [ + "" + ], + [ + "DOOR FRAMERS", + "die", + "unhinged" + ], + [ + "door", + "unhinged" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_50", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "This is a play on the phrase \"job well done,\" alluding to puncturing (jabbing) the patient", + "Acupuncture is a form of medicine that involves people getting needles inserted, or \"jabbed\" into them in order to facilitate healing. A \"jab well done\" sounds like a \"job well done\". The joke is using the word jab instead of job, but jab sounds like job. ", + "acupuncture is the practice of jabbing needles into the skin. Jab sounds like job.", + "This is a play on words. The word \"jab\" means to poke someone quickly, as one does during acupuncture but \"jab\" sounds like \"job\" meaning a task or portion of work.", + "jabbing is something that happens when you go to a acupuncture " + ], + "Joke keywords": [ + [ + "Acupuncture" + ], + [ + "acupuncture", + "jab", + "well done" + ], + [ + "acupuncture", + "jab" + ], + [ + "Acupuncture", + "jab well done" + ], + [ + "acupuncture", + "jab" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_649", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"decreased\" means become fewer in size or amount but \"decrease\" also refers to \"creases\" which are lines or creases produced in clothes by folding.Here, laundry workers \"decreasing\" refers to the laundry workers having less creases in their clothes.", + "you get creases with clothes " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "LAUNDRY WORKERS", + "die", + "decreased" + ], + [ + "laundry workers", + "decreased" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_308", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "\"Something you can take for that\" means both medicine and to steal an item", + "A kleptomaniac is someone that has an impulse control disorder with an irresistible urge to steal. \nThe part where the doctor says \"something you can take for that\" can refer to consuming something, like a medication, to treat someone for something. The joke is in the doctor telling the kleptomaniac that that there's something that person \"can take\" as kleptomaniacs keep taking.", + "Kleptomania is a compulsion to take things. The doctor is giving a prescription for a pill to take.", + "This is a play on words. To \"take something\" means to ingest medicine for an ailment but here \"take something\" refers to stealing an item, as kleptomaniacs do.", + "" + ], + "Joke keywords": [ + [ + "doctor", + "kleptomaniac" + ], + [ + "kleptomaniac", + "take for that" + ], + [ + "kleptomaniac", + "take for that" + ], + [ + "kleptomaniac", + "take for that" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_196", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "\"The point\" here means the tip of the sword", + "Fencing is a type of sport. Each touch in fencing is worth one point. To \"get the point\" can mean successfully touching the opponent with the sabre, but it can also mean \"to understand\". This joke is playing on the different interpretations of \"get the point\".", + "fencing is sword sport, getting the point is a colloquialism for understanding ", + "This is a play on words. The phrase \"get the point\" means to understand the purpose of something. However, here \"get the point\" refers to how fencing involves fighting with swords that have sharp points.", + "point is giving with the sword touches the person " + ], + "Joke keywords": [ + [ + "fencing", + "teaching" + ], + [ + "fencing", + "get the point" + ], + [ + "teaching fencing", + "get the point" + ], + [ + "fencing", + "get the point" + ], + [ + "fencing", + "point" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1772", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Naughtily is an adverb that means \"in a disobedient way\". The word \"naught\" means nothing. The word \"naught\" can be found in \"naughtily\". Tom disobediently said nothing. ", + "", + "This is a play on words. The word \"naughtily\" means in a disobedient or naughty way but \"naught\" is another word for nothing.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "naughtily", + "nothing" + ], + [ + "" + ], + [ + "Naughtily", + "nothing" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1777", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1255", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "Boar is a type of pig, which sounds like bore, to be boring", + "A boar is a wild pig. \"Quite the boar\" sounds like \"quite the bore\" which means someone who is boring. The boar put people to sleep by being boring, or the boar is impressive for putting people to sleep because he's \"quite the boar\". This joke is playing on the word \"boar\".", + "male pigs are called boars, which sounds like bore.", + "This is a play on words. If someone is a \"bore\" it means their personality is dull or tiresome but a \"boar\" is also a term for a male pig.", + "boar is another word for pig " + ], + "Joke keywords": [ + [ + "pig", + "board" + ], + [ + "pig", + "boar" + ], + [ + "male pigs", + "sleep", + "boar" + ], + [ + "male pig", + "sleep", + "boar" + ], + [ + "pig", + "boar" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1090", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "\"Inca blots\" sounds like \"inkblots\". The Rorschach test is a psychological test in which subjects' perceptions of inkblots are recorded and then analyzed. The Inca civilization existed in ancient Peru beginning around 1400 CE. This joke is playing on the word \"Inca\" because it sounds like \"ink\" and it references people that once lived in Peru.", + "", + "This is a play on words. The term \"ink blots\" refers to how Rorschach tests use ink blots but \"Inca blots\" references how the Incan Empire was an ancient civilization that lived in Peru.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Peruvian", + "Rorschach tests", + "Inca" + ], + [ + "" + ], + [ + "Peruvian Rorschach tests", + "Inca Blots" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_952", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"quaveringly\" means to speak in a quivering voice but \"quaver\" is a term for an eighth of a note in music.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "eighth notes", + "quaveringly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1926", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "Stereo speakers are two or more speakers. Here, the twins (two) are both speaking", + "", + "stereo speakers come in a set, and twins are a set.", + "This is a play on words. The term \"stereo speakers\" refers to audio speakers built into a device but here \"stereo speakers\" refers to two twins who are speaking very loudly.", + "sterio speakers are usually two and twins are two" + ], + "Joke keywords": [ + [ + "twins", + "speakers" + ], + [ + "" + ], + [ + "loud twins", + "stereo speakers" + ], + [ + "loud twins", + "stereo speakers" + ], + [ + "loud twins", + "speakers" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1732", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Peasants surprise the kings by having an uprising. Here, \"peasant surprise\" replaces the common phrase \"pleasant surprise\"", + "Kings are rulers. Peasants are people of low social status. Uprisings were a \"peasant surprise\" sounds like \"pleasant surprise\". So, in the literal sense, the uprisings by the peasants were surprising. Although \"peasant surprise\" sounds like \"pleasant surprise\" I'm sure they weren't for the king.", + "peasant sounds like pleasant", + "This is a play on words. The term \"pleasant surprise\" means something unexpected but wonderful. However, \"pleasant\" sounds like \"peasant\" meaning a poor farmer of low social status. Here, uprisings are a \"peasant surprise\" because they were unexpected and were orchestrated by peasants.", + "peasants are people less than a king " + ], + "Joke keywords": [ + [ + "kings", + "peasants" + ], + [ + "kings", + "uprisings", + "peasant surprise" + ], + [ + "kings", + "uprisings", + "peasant surprise" + ], + [ + "Kings", + "uprisings", + "peasant surprise" + ], + [ + "kings", + "peasant" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_769", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Rugged here means both rough and to literally be a rug", + "Rugged means having or requiring toughness. Rug is synonymous with carpet. Traveling on a flying carpet is an experience involving a rug, or is an experience that requires toughness. This sentence is playing on the word \"rugged\".", + "a rug is a kind of carpet, and rugged means harsh, which flying can often be", + "This is a play on words. The word \"rugged\" means requiring toughness or determination but \"rugged\" also refers to how magic carpet rides take place on a rug, or a floor covering of woven material.", + "rugs are another word for carpet " + ], + "Joke keywords": [ + [ + "carpet", + "rugged" + ], + [ + "flying carpet", + "rugged", + "experience" + ], + [ + "flying carpet", + "rugged" + ], + [ + "flying carpet", + "rugged experience" + ], + [ + "carpet", + "rugged" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1852", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "", + "\"Snapped\" can mean angrily. Snapped can also be the past tense of the verb \"snap\" which is the verb used to explain what people do when the take pictures. They snap pictures. Tom \"snapped\" at someone who is taking pictures. This joke is playing on the different meanings of the word snapped.", + "taking pictures is often occompanied with a \"snap\" sound. Snapping is a yelling at a person.", + "This is a play on words. The word \"snapped\" means spoken in a hurried, irritable tone but \"snapped\" aso means taking photos with a camera.", + "snap is something that happens when taking a picture " + ], + "Joke keywords": [ + [ + "" + ], + [ + "taking pictures", + "snapped" + ], + [ + "taking pictures", + "snapped" + ], + [ + "pictures", + "snapped" + ], + [ + "pictures", + "snapped" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_714", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "The skiier will be bitter. Using frosty alludes to the weather conditions", + "\"Frosty disposition\" can mean someone who is being unfriendly, or emotionally cold. Frosty is an adjective that can also refer to the temperature being cold. Frosty was cleverly chosen as an adjective to refer to a skier's disposition and to describe a cold day.", + "Frost is being used to mean both upset and cold.", + "This is a play on words. A \"frosty\" disposition means the skiier is unfriendly and unwelcoming due to losing the ski race. However, \"frosty\" also means very cold, as one would be if skiing on a cold day. ", + "" + ], + "Joke keywords": [ + [ + "skier" + ], + [ + "skier", + "race", + "frosty disposition" + ], + [ + "skier", + "loses", + "cold", + "frosty disposition" + ], + [ + "skiier", + "loses", + "cold", + "frosty disposition" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1426", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 3, + 0 + ], + "Natural language explanation": [ + "", + "Keeping someone \"in the loop\" means keeping someone aware of updates or what's going on. Hangmen are people that execute others using a noose. A noose is a rope tied in a way that creates a loop at the end of it. ", + "Hanging involves a rope with a knot and a loop", + "This is a play on words. To keep someone \"in the loop\" means to keep them updated or aware of information but here \"in the loop\" refers to how a hangman's noose is a loop tied to the end of a rope and used to hang people. Here, keeping the customer \"in the loop\" means hanging them from the loop on a hangman's noose.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "hangmen", + "customers", + "loop" + ], + [ + "hangmen", + "loop" + ], + [ + "Hangmen", + "customers", + "in the loop" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_554", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 1, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_943", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "She would dye her hair. The expression \"might die\" is to emphasize shock or embarassment", + "Dye is a substance that adds color to something else. Die means to stop living. \"Dye\" sounds like \"die\". Sometimes when people see markers of aging, they \"want to die\" which means they're just really upset and freaking out. This joke is referring to hair, so dye can be understood literally. The actress is thinking of dying her hair. Or, it can be understood as the actress was extremely upset and \"thought she'd die\". ", + "Dye, which is used to color hair, sounds like die, which is part of the expression I thought I'd die, an exclamation of surprise.", + "This is a play on words. The phrase \"thought she'd die\" means the actress was very embarassed or ashamed. But \"die\" sounds like \"dye\" meaning to artificially change the color of one's hair.", + "dye and die sound alike but in this case means to color " + ], + "Joke keywords": [ + [ + "actress" + ], + [ + "actress", + "gray hair", + "dye" + ], + [ + "gray hair", + "dye" + ], + [ + "actress", + "gray hair", + "dye" + ], + [ + "gray", + "hair", + "dye" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_847", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "\"Fall off\" literally means to fall off the bed, but the doctor means they will fall off to bed", + "\"Soon drop off\" can mean \"soon drop off to sleep\". \"Soon drop off\" can also mean \"soon drop off the bed onto the floor\". This joke is playing on the different interpretations of \"soon drop off\". ", + "Drop off is an expression meaning to fall asleep. Here it is being used in the literall sense of falling off the bed.", + "This is a play on words. The phrase \"drop off\" refers to the subject falling or dropping off the edge of the bed, but \"drop off\" also means to fall asleep.", + "" + ], + "Joke keywords": [ + [ + "doctor", + "sleep" + ], + [ + "sleep", + "bed", + "drop off" + ], + [ + "sleep", + "edge of bed", + "drop off" + ], + [ + "sleep", + "edge", + "bed", + "drop off" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1124", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Accountants handle money and sometimes the 'balance' of a bank account. 'Lose their balance' sounds like they lose their sense of balance standing and might fall over.", + "This is a pun on the word 'balance' which is this context is implying that accountants loose their even distribution of weight, but it's also being used because banks accounts have a balance ", + "", + "These old professions jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on how accountants work with balance sheets." + ], + "Joke keywords": [ + [ + "accountants", + "die", + "lose their balance." + ], + [ + "accountants", + "die", + "balance" + ], + [ + "" + ], + [ + "Old accountants", + "die", + "lose their balance" + ], + [ + "accountants", + "die", + "lose their balance" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1639", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A dinghy is a small boat usually used for getting to and from a main boat. The word 'dinghy' sounds like 'ding' which could be taken as a 'dent' or meaning 'slightly damaged'.", + "", + "", + "These old professions jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on how sailors use boats called dinghies and it sounds kind of like the word \"dingy\" which means dirty." + ], + "Joke keywords": [ + [ + "sailors", + "die", + "get", + "a little dinghy" + ], + [ + "" + ], + [ + "" + ], + [ + "Old sailors", + "die", + "dinghy" + ], + [ + "sailors", + "die", + "dinghy" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1785", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun I think? Glue is used to stick objects together. The phrase 'stick to it' typically means to keep trying at something to get the job done successfully.", + "", + "stick to it can mean keep at it or it can mean something literally sticking to something", + "This is a cheap pun. 'stick to it' means not giving up, and also refers to the job of glue.", + "This is a pun on the word \"stick\". Glue is sticky." + ], + "Joke keywords": [ + [ + "Glue", + "inventors", + "stick to it" + ], + [ + "" + ], + [ + "Glue", + "stick to it" + ], + [ + "Glue inventors", + "stick to it" + ], + [ + "Glue inventors", + "stick to it" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_872", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "This is a pun. Being 'on the right track' generally means heading toward success. The speaker says you might get run over if you stay there, implying that they were talking about physically standing on train tracks.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "on the right track", + "get run over", + "just sit there" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1080", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'think about it from all sorts of angles' which means to try look at something from different perspectives, but 'Engel' is used instead of 'angle' because it sounds similar and because Friedrich Engels was a philospher who co-authored The Communist Manifesto ", + "Engles sounds like angles ", + "This joke needs to be better written. It's a pun on 'angles', or perspectives, and 'Engels' - a famous communist.", + "This is a pun on the word Engels. Friendrich Engels was a famous communist. Engels sounds like angles. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "communism", + "think", + "engels" + ], + [ + "Communism", + "Engels" + ], + [ + "Communism", + "think", + "Engels" + ], + [ + "Communism is a complicated thing", + "Engels" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1380", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun. 'Rain' sounds like 'reign'. Rain is precipitation from the clouds in the atmosphere, while 'reign' is a word that refers to a ruler's period of control over a land. Instead of dying, old weathermen reign forever.", + "", + "", + "This is the uncommon 'OLD PROFESSIONS' joke that works because it's not trying to be a pun on death. Rather, 'reign forever' implies professional immortality as well as being a pun on 'rain', a type of precipitation that weathermen predict.", + "This is a pun on the word \"reign\". Weathermen predict when it is going to rain, and rain sounds like reign." + ], + "Joke keywords": [ + [ + "WEATHERMEN", + "die", + "reign forever" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD WEATHERMEN", + "die", + "reign forever" + ], + [ + "WEATHERMEN", + "die", + "reign forever" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_508", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'lousy' which means to feel bad in general, but it's also used because 'Nits' (in relation to nitpickers) are eggs laid by head louse insects", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the word lousy and nitpicker. The word nitpicker sounds like someone who picks nits, the eggs of lice, out of their hair. Lousy sounds like the word louse. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "nitpickers", + "die", + "lousy" + ], + [ + "" + ], + [ + "OLD NITPICKERS", + "die", + "reign forever" + ], + [ + "NITPICKERS", + "die", + "lousy" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_91", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun. 'Root' can mean two things. Plants have roots in the ground to absorb water and nutrients. 'The root of the problem' is a phrase that means 'the underlying cause' of some problem.", + "This is a pun on 'root of the problem', which means the source of a problem but it's aldo being used because trees have roots", + "root can mean a tree root or it can mean the sorce of a problem ", + "This would work better if it were better written. The 'root' of the problem refers to the source of the mass tree deaths, as well as being a pun on the roots of the trees themselves. Perhaps the problem lay at their literal roots!", + "This is a pun on the word root and how trees have roots." + ], + "Joke keywords": [ + [ + "trees", + "dying", + "root of the problem" + ], + [ + "trees", + "dying", + "root" + ], + [ + "trees", + "root" + ], + [ + "trees", + "dying", + "root of the problem" + ], + [ + "trees were dying", + "root of the problem" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_619", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Sale' sounds like 'sail', and both meanings are used here. 'Sale' refers to a promoted deal from a seller of some product or service. 'Sail' refers to sailing on water, and the phrase 'sail away' can mean to travel far away.", + "This is a pun on 'sail away' which means to sail off on a boat, but 'sale' is used instead because it sounds similar and store keepers usually have items for sale", + "sale sounds like sail ", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the word sale and how storekeepers make sales on their products. " + ], + "Joke keywords": [ + [ + "STOREKEEPERS", + "die", + "sale away" + ], + [ + "storekeepers", + "die", + "sale" + ], + [ + "STOREKEEPERS", + "sale" + ], + [ + "" + ], + [ + "STOREKEEPERS", + "die", + "sale away" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_140", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "I think the joke is just word play? 'Synergy' sounds like it has the word 'sinner' in it. 'Synergy' means working together or cooperating.", + "This is a pun on 'synergy' which is defined as the interaction or cooperation of two or more organizations, substances, or other agents to produce a combined effect greater than the sum of their separate effects. In this case, the two sinners are the agents, and 'synergy' sounds slightly similar to 'sinners'", + "synergy sounds like sin ", + "The joke would be funnier if anyone outside of religious circles used the word 'sinners' in common parlance anymore. Synergy is the union of two forces and is also a pun on the collaboration of sinners.", + "This is a pun on the word synergy. Synergy has the sound of the word \"sin\" in it." + ], + "Joke keywords": [ + [ + "sinners", + "synergy" + ], + [ + "sinners", + "achieve", + "synergy" + ], + [ + "sinners", + "synergy" + ], + [ + "two", + "sinners", + "achieve", + "synergy" + ], + [ + "two or more sinners", + "achieve together", + "synergy" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1372", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun about how try means to subject someone to trial, which is something judges do." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD JUDGES", + "die", + "try" + ], + [ + "JUDGES", + "die", + "try" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1018", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "The joke has a double meaning. You could look for something up your sleeves, or you could literally turn your sleeves up.", + "This is a pun on the phrase \"turn up\". Turn up can mean to appear, or it can mean to pull your sleeves up." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "something", + "turn up", + "sleeves" + ], + [ + "turn up", + "sleeves" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2163", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 3, + 1 + ], + "Natural language explanation": [ + "I think the joke is a pun. 'Going underground' can mean to hide from the public. It can also mean physically going under the ground through digging, for example. Since they are talking about setting up sewer pipelines, it would involve physically going underground to build.", + "", + "go underground can mean go through illicit channels or it can mean literally putting pipes underground ", + "The joke is funny because it's realistic. The city worker had to campaign 'underground', or under the radar due to pushback, and they literally had to go underground because that's where sewer pipes get installed.", + "This is a pun about how sewer pipes are underground." + ], + "Joke keywords": [ + [ + "city worker", + "campaigned", + "sewer pipes", + "go underground" + ], + [ + "" + ], + [ + "sewer pipes", + "underground" + ], + [ + "campaigned", + "sewer pipes", + "go underground" + ], + [ + "campaigned", + "sewer pipes", + "underground" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1888", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "I think the joke is a pun. One could drink beer from a mug. The word 'mugged' means being robbed in person by someone.", + "This is a pun on 'mugged' which means to get robbed, but it's also being used here since beer is associated with mugs ", + "", + "Poor driver. The driver got 'mugged', or stolen from, and 'mugged' is a pun on the kind of cup beers are traditionally drunk from. Also, 'barrelled' could refer to the speed of the truck, and also a pun on beer barrels", + "" + ], + "Joke keywords": [ + [ + "runaway", + "beer truck", + "barrelled", + "driver", + "mugged" + ], + [ + "beer truck", + "driver", + "mugged" + ], + [ + "" + ], + [ + "beer truck", + "barreled", + "driver", + "mugged" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_121", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a play on words. Snooker is a game like billiards that is played by using a pool cue. 'Cue' sounds similar to 'clue' so in the phrase 'some people don't have a clue', the word used instead was 'cue'.", + "This is a pun on 'don't have a clue' which means having no idea how to do something, but 'cue' is used in it's place because it sounds like 'clue' and a cue is also what you play snooker with ", + "cue sounds like clue ", + "It's not common knowledge that snooker is a game similar to pool.", + "" + ], + "Joke keywords": [ + [ + "how to play", + "snooker", + "don' t have a cue" + ], + [ + "play", + "snooker", + "cue" + ], + [ + "snookee", + "cue" + ], + [ + "snooker", + "don't have a cue" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_761", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. A sattelite will revolve the Earth when in orbit. This happened on new year's eve, and at that time people make 'new year's resolutions' of things they'll do differently that year. The words 'revolution' and 'resolution' are similar, so the line was changed to 'new year's revolution'.", + "This is a pun on 'New Year's resolution' which is when a person resolves to continue good practices, change an undesired trait or behavior, accomplish a personal goal, or otherwise improve their behaviour. 'Revolution' is used in it's place because it sounds similar and because when a satellite orbits the planet it's known as a resolution ", + "", + "The satellite began its revolution around the astronomical body on 1/1, causing someone to make a pun about 'New Year's Resolutions/Revolutions'.", + "This is a pun on how \"revolution\" sounds like the \"resolution\" in \"New Year's resolution\". A revolution is when you circle around something, as the satellite's orbit does. " + ], + "Joke keywords": [ + [ + "satellite", + "orbit", + "January 1st", + "new year' s revolution" + ], + [ + "satellite", + "january 1st", + "revolution" + ], + [ + "" + ], + [ + "into orbit", + "January 1st", + "new year's revolution" + ], + [ + "satellite", + "orbit", + "January 1st", + "new year' s revolution" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_33", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "The joke is a play on words. The band is talking about playing three notes at the same time, which makes a sound called a 'chord'. Saying 'a chord' sounds like 'accord'. To say something with 'one accord' is to do so harmoniously.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "play", + "A, a C sharp, and an E", + "band", + "one accord" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2127", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Forecasters predict the weather. Being 'under the weather' means feeling sick or unwell.", + "This is a pun on 'under the weather' which means to be sick, but it's also being used since forecasters deal with weather", + "under the weather can mean sick or it can literally refer to the weather ", + "He was 'under the weather', meaning sick, or possibly, he was literally underneath the weather he was reporting.", + "This is a pun on the phrase \"under the weather\" and how forecasters forecast the weather." + ], + "Joke keywords": [ + [ + "forecaster", + "away", + "under the weather" + ], + [ + "forecaster", + "under", + "weather" + ], + [ + "forecaster", + "under the weather" + ], + [ + "forecaster", + "away", + "under the weather" + ], + [ + "forecaster was away", + "under the weather" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1063", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Taking off' is a phrase that can mean 'growing successfully' as it relates one's career to a rocket launch. To be 'taking off' a day from work would mean to call out. The chronically absent employee's career was just 'taking off' time from work.", + "", + "", + "This joke fails because it implies opposite things in an attempt to pun. If someone's chronically absent, their career would not be flourishing.", + "This is a pun on the phrase \"taking off\" and how an employee who is often absent would be taking off frequently." + ], + "Joke keywords": [ + [ + "chronically absent", + "employee", + "career", + "just taking off" + ], + [ + "" + ], + [ + "" + ], + [ + "chronically absent", + "career", + "taking off" + ], + [ + "chronically absent employee", + "career was just taking off" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1183", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Love' in tennis means 'zero points'. To say something 'lovingly' is to say it in a heartwarming or caring way.", + "", + "", + "It's weirdly written; that's why this joke isn't funny. 'lovingly' is supposed to be a pun on 'love', or a 0 score in tennis, but it makes no sense in context.", + "This is a pun on the word \"lovingly\". It has the word love in it and love is a term in tennis that means a score of 0." + ], + "Joke keywords": [ + [ + "Nobody", + "scored yet", + "tennis", + "game", + "said", + "lovingly" + ], + [ + "" + ], + [ + "" + ], + [ + "Nobody", + "scored", + "tennis", + "lovingly" + ], + [ + "Nobody has scored yet", + "tennis game", + "lovingly" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1709", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. A 'shotgun wedding' is a very quick wedding ceromony. The speaker calls it 'wife or death' as a parody of the phrase 'life or death', as if there was a real shotgun fire arm involved in the wedding.", + "This is a pun on 'life or death', which is defined as deciding whether someone lives or dies; vitally important. In this case 'wife' is used in it's place because it sounds similar and due to the marriage connotation ", + "wife sounds like life ", + "In a dark way, this joke sort of works. While the phrase 'shotgun wedding' does indeed imply 'wife or death' as the joke puts it, it usually means something very different: a wedding that happens between two people already expecting a baby.", + "" + ], + "Joke keywords": [ + [ + "Shotgun wedding", + "wife or death" + ], + [ + "shotgun wedding", + "wife", + "death" + ], + [ + "Shotgun wedding", + "wife" + ], + [ + "Shotgun wedding", + "wife or death" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_420", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 0, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Upping the ante' is to raise the stakes of a bet. 'Ante' can sound like 'aunty'. Any woman one of the uncles marries would become the nephew or niece's aunty.", + "", + "ante sounds like aunty ", + "", + "This is a pun on the word \"ante\". \"Ante\" sounds like another way to say \"auntie\" and your aunt is married to your uncle." + ], + "Joke keywords": [ + [ + "two", + "uncles", + "bet", + "married first", + "one", + "upped the ante" + ], + [ + "" + ], + [ + "uncles", + "ante" + ], + [ + "" + ], + [ + "uncles", + "married", + "upped the ante" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_609", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 4, + 5 + ], + "Natural language explanation": [ + "The joke is a pun. To say someone is 'clean' after rehabilitating themselves for an addiction, it means they are no longer taking the substance they were addicted to. Soap is used for cleaning things.", + "This is a pun on 'clean' which in this context is being used to mean the speaker is no longer addicted to soap, but it's also being used because soap is used to clean things ", + "clean can mean addiction free or it can mean the oposite of dirty ", + "This is a funnier joke that works because it implies the speaker is lying. To be 'clean' of an addiction is to not be using that substance, but since it's used here as a play on what soap does, the speaker is probably still addicted and telling people in a tongue-n-cheek kind of way.", + "This is a pun on the word \"clean\". Soap is used to clean things and going clean is a slang term for giving up an addiction." + ], + "Joke keywords": [ + [ + "addicted", + "soap", + "clean now" + ], + [ + "addicted", + "soap", + "clean" + ], + [ + "soap", + "clean" + ], + [ + "used to be", + "addicted", + "soap", + "clean" + ], + [ + "addicted to soap", + "clean" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1406", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. The IRS handles taxation. The words 'tax' and 'text' are similar, so the speaker calls it a 'taxed message' instead of a 'text message' that was sent to their phone.", + "This is a pun on 'taxed message', which in this case means to make heavy demands on someones reasources. It's also being used because the IRS deals with taxes", + "taxed sounds like text ", + "Gotta hate those messages. The message might've literally cost money to the receiver, or been taxed. Here though 'taxed message' is a pun on 'text message'.", + "This is a pun on the word \"taxed\". The IRS collects taxes and \"taxed\" sounds like \"text\"." + ], + "Joke keywords": [ + [ + "IRS", + "message", + "cell phone", + "owed", + "money", + "taxed message" + ], + [ + "IRS", + "message", + "taxed" + ], + [ + "cell phone", + "taxed message" + ], + [ + "IRS", + "cell phone", + "owed", + "money", + "taxed message" + ], + [ + "IRS left a message", + "owed them more money", + "taxed message" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1663", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Leaving' means to exit or go somewhere else, and the word sounds like 'leaves' as in the green parts of most plants and trees. The word 'leaving' was replaced with 'leafing' because they are talking about trees.", + "This is a pun on 'leafing' which is used because it sounds like 'leaving' and because trees have leaves", + "leafing sounds like leaving ", + "This pun is a little too on the nose. Trees leaf in spring, and 'leafing' is a pun on 'leaving'.", + "This is a pun on the word \"leafing\". He is leaving in the spring when the trees start to grow leaves. Leaving sounds like leafing. " + ], + "Joke keywords": [ + [ + "John", + "retire", + "trees", + "leafing" + ], + [ + "retire", + "trees", + "leafing" + ], + [ + "spring", + "leafing" + ], + [ + "retire", + "spring", + "trees", + "leafing" + ], + [ + "retire in the spring", + "trees", + "leafing" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1474", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_937", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The word 'complex' can mean to have a psychological tick or behaviour surrounding a topic. An 'apartment complex' is a building that has separate apartments in it for renting.", + "This is a pun on 'complex' which is this context is meaning a related group of emotionally significant ideas that are completely or partly repressed and that cause psychic conflict leading to abnormal mental states or behavior, but it's also being used because an alternative meaning of 'complex' is a group of similar buildings or facilities on the same site, like that of an apartment complex", + "", + "A 'complex' usually refers to something psychological, but here it's also used in the sense of owned property, making this a double-meaning joke.", + "This is a pun on the word \"complex\". A complex is an idea that unconsciously affects the way you act, think, and feel. In this case, it is the fear of buying properties to rent, such as apartment complexes, that creates a complex for the person in the joke. " + ], + "Joke keywords": [ + [ + "used to be", + "afraid", + "purchasing", + "residential property", + "renting", + "now I have", + "apartment complex" + ], + [ + "property", + "renting", + "complex" + ], + [ + "" + ], + [ + "afraid", + "purchasing", + "property", + "apartment complex" + ], + [ + "afraid of purchasing residential property for the purpose of renting", + "apartment complex" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1053", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Gave his awl' is a parody of the phrase 'gave his all' which means to put in maximum effort into a task. An awl is a small pointed tool used for piercing holes, especially in leather, which would be used by a leather shoe maker.", + "", + "awl sounds like all ", + "The joke wouldn't work because it's not common knowledge anymore what an awl is.", + "This is a pun on the word \"awl\". An awl is a tool shoemakers use to make shoes." + ], + "Joke keywords": [ + [ + "shoemaker", + "apprentice", + "gave his awl" + ], + [ + "" + ], + [ + "shoemaker", + "awl" + ], + [ + "shoemaker", + "not deny", + "apprentice", + "needed", + "gave his awl" + ], + [ + "shoemaker", + "awl" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1702", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a joke that barely works because 'throne' is both a royal chair and used here as a homophone for 'thrown'.", + "This is a pun on how \"thrown\" sounds like \"throne\" and kings sit on thrones." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "attack", + "castle", + "robe", + "throne" + ], + [ + "attack on the castle", + "queen' s robe torn", + "king' s throne" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_354", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Kennebunkport is a town in the state of 'Maine' and the state's name sounds identical to 'main', which means 'primary' or 'central'.", + "This is a pun on 'Maine' which is a state, known as vactionland, but it also sounds exactly similar to 'main' which means chief in size or importance which is what the intent of this meant ", + "maine sounds like main ", + "This is accurate but not all that funny. It was Bush's primary vacation spot in the state of Maine (another pun)", + "This is a pun on how the word \"maine\" sounds like \"main\" and Kennebunkport is a town in Maine." + ], + "Joke keywords": [ + [ + "Kennebunkport", + "maine", + "vacation spot" + ], + [ + "Kennebunkport", + "maine", + "spot" + ], + [ + "Kennebunkport", + "maine" + ], + [ + "Kennebunkport", + "maine vacation spot" + ], + [ + "Kennebunkport", + "George Bush' s maine vacation spot" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1661", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "The little boy was covered in grime that his mother had to clean up, and 'grime' is a play on 'crime', as in 'crime doesn't pay'.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "little boy", + "mother", + "grim does not pay" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1068", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "I think the joke is a play on words. The phrase 'recipe for disaster' typically means 'a plan that will likely fail terribly'. The person is a chef, and chefs cook following recipes.", + "", + "", + "Another cheap pun! A 'recipe for disaster' is something that has the makings of certain failure, and it's a play on the fact that head chefs create recipes for a living.", + "This is a pun on the phrase \"recipe for disaster\", which means something that will cause disaster, and how chefs create and cook recipes." + ], + "Joke keywords": [ + [ + "head chef", + "restaurant", + "in jeopardy", + "creation", + "recipe for disaster" + ], + [ + "" + ], + [ + "" + ], + [ + "head chef", + "in jeopardy", + "recipe for disaster" + ], + [ + "job as head chef", + "jeopardy", + "recipe for disaster" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_497", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Humerus' is the name of a bone in the body, and sounds like the word 'humorous' which means jokingly, funny, or comical. Grey's Anatomy is a show about doctors and nurses in a hospital, so the word 'humorous' was replaced with 'humerus' the bone.", + "", + "humerus sounds like humorous ", + "Greys Anatomy is a TV show named after the original famous anatomical diagram, and also, 'humerus' here serves as both a play on 'humorous' and a reference to a type of bone in the human body.", + "This is a pun on the word \"humerus\", which sounds like \"humorous\" and refers to a kind of bone. Bones are related to the tv show Grey's Anatomy because it takes place in a hospital, a medical setting, and its title was inspired by Gray's Anatomy, a book on anatomy." + ], + "Joke keywords": [ + [ + "Greys Anatomy", + "humerus", + "remarks" + ], + [ + "" + ], + [ + "Greys Anatomy", + "humerus" + ], + [ + "Greys Anatomy", + "humerus remarks" + ], + [ + "Greys Anatomy", + "humerus" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_382", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 3, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'beef' which in this context means a fued, like being mad at gravy if it's lumpy, but it's also being used since beef is a food that can be served with gravy ", + "beef can mean literal meat or it can mean a fight ", + "He could've had an issue, or 'beef' with his gravy because it was too lumpy, or he could've chosen a lumpy beef to eat with his gravy.", + "This is a pun on the word \"beef\". \"Beef\" is meat from cows that can be made into gravy or eaten with gravy poured on top. The phrase \"have beef\" is an idiom that means to be angry or annoyed at someone or something. The gravy still had lumps of beef in it. The person was bothered by the gravy's lumpiness so he \"had beef\" with it. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "lumpy", + "beef", + "gravy" + ], + [ + "beef", + "gravy" + ], + [ + "lumpy", + "beef", + "gravy" + ], + [ + "lumpy", + "beef with his gravy" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_985", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Interpreters for the deaf use sign language to communicate for the deaf. The phrase 'sign off' means to clock out, log off, or exit.", + "", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the word \"sign\". Interpreters use sign language." + ], + "Joke keywords": [ + [ + "INTERPRETERS", + "(for the deaf)", + "die", + "sign off" + ], + [ + "interpreters", + "die", + "sign off" + ], + [ + "" + ], + [ + "OLD INTERPRETERS", + "die", + "sign off" + ], + [ + "INTERPRETERS (for the deaf)", + "die", + "sign off" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_218", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "phase sounds like fade ", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "ANTENNA", + "phase" + ], + [ + "OLD ANTENNA ENGINEERS", + "die", + "phase away" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2237", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. The word 'instrumental' can mean a few things. In this case it seems to mean 'vital' or 'important'. Musicians in bands use instruments.", + "This is a pun on 'instrumental' which means serving as a means of pursuing an aim or policy, but it's also being used since 'instrumental' also means a piece of music without any vocals", + "instrumental can mean indesposeable or it can mean of an instrument ", + "Instrumental means 'necessary' to the band's success, and it's a play on the fact that a guitar is an instrument", + "" + ], + "Joke keywords": [ + [ + "band", + "guitarist", + "instrumental" + ], + [ + "band", + "guitarist", + "instrumental" + ], + [ + "guitarist", + "instrumental" + ], + [ + "band", + "guitarist", + "instrumental" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1054", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "metal can mean literall metal or it can mean fortitude ", + "Wordy as this joke is, it still works because 'metal' refers to both literal metal in a sword, and is a play on 'mettle', or courage needed to face the dragon. The knight lacked both.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "knight", + "aluminum", + "metal" + ], + [ + "undersized and timorous", + "aluminum sword", + "metal", + "dragon" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1118", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on \"u\". The word church is missing the u, and it sounds like they're \"missing you\" as in they long for the u to come back and make the word complete." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "c - h - r - c - h", + "missing u" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_264", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_513", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. Boomerangs are designed to return to the point they were thrown from when flung through the air. The phrase 'it came back to me' can usually mean 'I remembered it', but in this case the boomerang might have literally come back.", + "This is a pun on 'eventually it came back to me' which means that eventually the speaker figured out how to use a boomerang. It also works because boomerangs literally come back to you after you throw them ", + "came back to me can refer to how a boomerang circles back or it can mean remembering something ", + "The person eventually remembered how to throw a boomerang, and the object literally returned to their hand when they did.", + "This is a pun on how boomerangs come back to you after you throw them, and the person's knowledge about how to throw a boomerang came back to them in the sense that they remembered it again." + ], + "Joke keywords": [ + [ + "couldn' t", + "remember", + "how", + "throw", + "boomerang", + "it came back to me" + ], + [ + "remember", + "boomerang", + "came back" + ], + [ + "boomerang", + "came back to me" + ], + [ + "remember", + "throw a boomerang", + "came back to me" + ], + [ + "couldn' t quite remember how to throw a boomerang", + "came back to me" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_167", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Fault lines are areas of land where earth quakes happen and the land may split open because of the movement of tectonic plates deep underground. The phrase 'splitting headache' means 'a really painful headache'.", + "", + "", + "The earth gets anthropomorphized here - the fault line's headache is probably located at the source of the crack. It also happens to be a splitting headache because that's what happened to the earth.", + "This is a pun on how fault lines split and really bad headaches are referred to as splitting headaches." + ], + "Joke keywords": [ + [ + "fault line", + "splitting headache" + ], + [ + "" + ], + [ + "" + ], + [ + "fault line", + "splitting headache" + ], + [ + "fault line", + "splitting headache" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1143", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "It's not common knowledge who VanDeGraaf is. Even if it were, the joke doesn't make clear what his assistant is attending.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "VanDeGraaf", + "charged", + "assistant", + "attend" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_422", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a play on words. The phrase 'you don't know what you're missing' generally is used to describe that something is really good and that the person in question would probably really like it. However, 'missing' in this context could mean missing shots on a target. Since the person is wearing a blindfold, they won't see what shots have missed, and therefore 'they don't know what they are missing'.", + "", + "", + "This joke would be funny if it were better-written.", + "" + ], + "Joke keywords": [ + [ + "blindfold", + "shooting range", + "you won' t know what you' re missing" + ], + [ + "" + ], + [ + "" + ], + [ + "blindfold", + "shoting range", + "what you're msising" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_922", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 5 + ], + "Natural language explanation": [ + "The joke is a pun. Changing diapers involves having to dispose of babies' poop. Feeling 'pooped' is used to mean that one is feeling exhausted.", + "This is a pun on 'feeling pooped' which means to feel exhausted, but it also works here because you'd need to change diapers if they were filled with poop", + "pooped can mean tired or it can mean literal poop ", + "pooped' can mean tired, and be a reference to the reason why the diapers needed to be changed.", + "This is a pun on the word pooped. Pooped is when you're really tired, and the babies pooped so she had to change their diapers." + ], + "Joke keywords": [ + [ + "changing", + "triplet' s", + "diapers", + "mother", + "feeling", + "pooped" + ], + [ + "changing", + "diapers", + "pooped" + ], + [ + "diapers", + "pooped" + ], + [ + "day", + "changing", + "triplet's diapers", + "pooped" + ], + [ + "After a day of changing her triplet' s diapers", + "mother", + "pooped" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_116", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "Toilets used to be stowed under beds (ew), and 'potty' is a pun on 'pouty', or in a bad mood.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "father", + "under the bed", + "a little potty" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1700", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "The joke is a play on words. Insomnia is when a person is unable to sleep. The phrase 'tired of it' is generally used to mean 'I am bored with it' or 'I don't want to think about it or talk about it anymore'. The word 'tired' is used because this involves sleep.", + "This is a pun on 'tired of it' which in this context means the speaker is over it, but it's also being used because when you have insomnia you cant sleep even if you're tired", + "tired of it can mean literally tired or it can mean over it ", + "Lots of people can relate! This person is tired of being insomniac and literally tired because of their insomnia.", + "This is a pun on the word tired. They are emotionally tired of insomnia as well as being physically tired due to the fact that insomnia is a condition in which you can't sleep." + ], + "Joke keywords": [ + [ + "diagnosed", + "insomnia", + "tired of it" + ], + [ + "diagnosed", + "insomnia", + "tired" + ], + [ + "insomnia", + "tired of it" + ], + [ + "insomnia", + "tired of it" + ], + [ + "insomnia", + "tired" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1528", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A 'latte' is a type of coffee drink one could get at a coffee shop. The word 'latte' is similar to 'late', so in the phrase 'late for work' it is replaced with 'latte'.", + "This is a pun on 'latte' which is a type of coffee drink, but it also sounds like 'late' which is what you'd be for work if you spent to much time at the coffee shop", + "latte sounds like late ", + "This pun is not that clever. Latte is a type of coffee and a play on 'late'.", + "This is a pun on the word \"latte\" and how a latte is a type of coffee and it is kinda similar to the word \"late\"." + ], + "Joke keywords": [ + [ + "If you spend too much time in the coffee shop you' ll be latte for work." + ], + [ + "coffee", + "latte", + "work" + ], + [ + "coffee", + "latte" + ], + [ + "too much time", + "coffee shop", + "latte for work" + ], + [ + "spend too much time", + "coffee shop", + "latte for work" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1934", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1286", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the word repulsed. Cardiologists specialize in heart conditions. Repulsed sounds like re-pulsed, which conjures up the image of your pulse coming back after your heart starts beating again." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD CARDIOLOGISTS", + "die", + "repulsed" + ], + [ + "CARDIOLOGISTS", + "die", + "repulsed" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1637", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 3, + 2, + 0 + ], + "Natural language explanation": [ + "Gregor Mendel used peas to test his theories. The latter half of the joke replaces \"peace\" with the similar sounding \"peas\"", + "Gregor Mendel used peas to help explain genetics and heredity. \"Nobel Peas Prize\" sounds like \"Noble Peace Prize\" which is a prize awarded to the person who in the preceding year did the best work increasing fraternity between nations and promoted peace in congress. He may not have won the Nobel Peace Prize but he did win the Nobel Prize.", + "The Nobel Peace Prize is an award for scientific advancement. Peace sounds like peas, which Mendal used in his experiments that laid the foundation for genetics", + "This is a play on words. The Nobel Peace Prize is an award for scientific achievement but \"peace\" sounds like \"peas\" which is a type of food Gegor Mendel used in some of his experiments.", + "" + ], + "Joke keywords": [ + [ + "peas" + ], + [ + "Gregor Mendel", + "Nobel Peas Prize" + ], + [ + "Gregor Mendal", + "Nobel Peas Prize" + ], + [ + "Gregor Mendel", + "Nobel Peas Prize" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_452", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "Archaeologists study ruins", + "When something \"ends in ruins\" it means that something ends in a state of complete disorder. Ruins can also refer to the remains of a civilization's architecture. An archaeologist is someone who studies human history through the excavation of sites and the analysis of artifacts and other physical remains. It's a great phrase to link with an archaeologist.", + "Ruins is used here to mean both a failed career, and an ancient building, which is studied in archaeology.", + "This is a play on words. The phrase \"in ruins\" means the archaeologist's career was destroyed but \"ruins\" also refers to the remains of an ancient civilization's architecture, which archaelogists study.", + "ruins are where archaeologist work at " + ], + "Joke keywords": [ + [ + "archaeologist" + ], + [ + "archaeologist", + "career", + "ruins" + ], + [ + "archaeologist' s career", + "ruins" + ], + [ + "archaeologist' s career", + "ruins" + ], + [ + "archaeologist", + "ruins" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_787", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "\"You haven't changed\" can refer to someone's personality, as in, their personality has not changed after so many years. It can also mean clothes, as in, the wife of the former client is saying that the person has not changed their clothes and they're shocked. The joke is playing on the different interpretations of \"you haven't changed\". ", + "The woman means that the speaker is still the same in looks or personality over the years when she says \"You haven't changed!\". The speaker interperates this as that they are still in the same clothes ahead of dinner.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "conference", + "you haven't changed" + ], + [ + "haven't changed", + "plenty of time" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1461", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Evenly is an adverb that means calmly. I think this joke is poking at an \"Eve\" reference. Eve was the first woman to exist on Earth, and for awhile was the only woman to exist on Earth according to the Bible in the book of Genesis. \"Eve\" can be found in \"evenly\". ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "marry", + "only woman on earth", + "evenly" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_867", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "\"Meanly\" can mean in an unkind manner. The \"mean\" of something can mean the average of something. \"Mean\" is found in \"meanly\" and Tom is referring to something that is average.", + "A play on the words average and mean. Average is used both as the mathematics term and an assessement of attractiveness. Mean is used both as the mathatics term and speaking with derision.", + "This is a play on words. The word \"meanly\" means in base or ungenerous manner but \"mean\" is a mathematical term meaning the average of a set of numbers.", + "mean means average in math " + ], + "Joke keywords": [ + [ + "" + ], + [ + "average", + "meanly" + ], + [ + "average", + "meanly" + ], + [ + "average", + "meanly" + ], + [ + "average", + "meanly" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1049", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "Graphs often have legends to help you understand them", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "graphs" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1780", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "\"Whined\" means complain. \"Whined\" sounds like \"wined\" which means to have consumed wine. Chardonnay is a type of white wine. This joke is a play on the word \"whined\".", + "To whine is to complain, which also sounds like wine, which Chardonnay is a variety of.", + "This is a play on words. The word \"whined\" means to give a high-pitched complaining sound but \"wine\" is a type of alcohol and Chardonnay is a common type of wine.", + "chardonnay is a type of wine " + ], + "Joke keywords": [ + [ + "" + ], + [ + "chardonnay", + "whined" + ], + [ + "Chardonnay", + "whine" + ], + [ + "Chardonnay", + "whined" + ], + [ + "whined", + "chardonnay" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1755", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "In some locations, soft drinks are known as pop", + "Another word for soft drink is pop. Pops is apparently the name of the person in the joke. This joke is playing on the different meaning of pops. ", + "Soft drinks are often called pop. Pops is a nickname for an older man. So Pops sells pops.", + "This is a play on word. The word \"Pops\" is a common nickname but \"pop\" is also another word for a soft drink", + "pop is another word for soft drink depending what area you are in " + ], + "Joke keywords": [ + [ + "pops", + "soft drinks" + ], + [ + "pops", + "soft drinks" + ], + [ + "Pops", + "soft-drinks" + ], + [ + "Pops", + "soft drinks" + ], + [ + "pops", + "soft drinks" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1027", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "Chickens are housed in coupes", + "A coupe is a type of car. \"Coupe\" sounds like \"coop\". A coop is a cage for keeping chickens in. This joke is a play on the word \"coupe\" and it references \"coop\" and chickens. ", + "A coupe is a type of car which sounds like coop, housing use to raise chickens.", + "This is a play on words. The word \"coupe\" means a passenger car but a \"coop\" is also an enclosure where chickens live.", + "coupe is another term for cars " + ], + "Joke keywords": [ + [ + "chicken", + "car" + ], + [ + "chicken", + "farmer", + "coupe" + ], + [ + "chicken farmer", + "coup" + ], + [ + "chicken farmer' s", + "car", + "coupe" + ], + [ + "car", + "coupe" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1012", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "", + "", + "Ascent, which means to climb up, sounds like assent which means to agree. The man's actions match both words.", + "This is a play on words. The word \"assent\" means an expression of approval or aggreement but \"ascent\" means a climb to the summit of a hill or incline.", + "incline is another word for steep cause its going up " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "climb", + "incline", + "ascent", + "yes" + ], + [ + "incline", + "ascent", + "Yes" + ], + [ + "climb", + "steep", + "incline" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1244", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 3, + 3 + ], + "Natural language explanation": [ + "The common phrase is \"birds of a feather,\" while priests are known as fathers", + "A robin is a type of bird. Father is another name for priest. \"Birds of a father flock together\" sounds like \"Birds of a feather flock together\" which is a common saying meaning that people having the same interests or beliefs will be found spending time together. This joke is playing on \"birds of a feather flock together\" except \"feather\" is replaced with \"father\". ", + "", + "This is a play on words. The word \"flock\" means a number of birds traveling together but a \"flock\" is also a group of people who follow a religion.", + "father is also called preist and feather and father sounds the same " + ], + "Joke keywords": [ + [ + "robins", + "priest" + ], + [ + "robins", + "priest", + "flock together" + ], + [ + "" + ], + [ + "robins", + "priest", + "flock together" + ], + [ + "robins", + "priest", + "birds", + "father" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_3", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "Honeybees have a stinger. A sting operation is a deceptive operation designed to catch a person attempting to commit a crime. The joke is connecting the word \"sting\" with what honeybees do when they are threatened, and to \"sting operation\". ", + "", + "This is a play on words. The term \"sting operation\" refers to a deceptive operation law enforcement uses to catch those attempting to commit a crime. However, \"sting operation\" also refers to how bees are able to sting using their stingers.", + "bees usually sting people " + ], + "Joke keywords": [ + [ + "" + ], + [ + "honeybee", + "abuse", + "sting operation" + ], + [ + "" + ], + [ + "honeybee abuse", + "sting operation" + ], + [ + "honeybee", + "sting" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2210", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "An airplaine has to take off in order to get in the air", + "A stand-up comedy is a comedy performance where a comedian performs in front of a live audience. Takeoff can mean the act of rising in flight, which refers to aircrafts. Takeoff can also mean a parody, or a humorous imitation. This joke is playing on the different meanings of the word takeoff.", + "", + "This is a play on words. The phrase \"take off\" refers to when a plane becomes airborne but \"take off\" also refers to stand-up comedians achieving success in their field.", + "airline pilots usually take off " + ], + "Joke keywords": [ + [ + "airline pilots" + ], + [ + "airline pilots", + "stand - up comedy", + "takeoff" + ], + [ + "" + ], + [ + "airline pilots", + "stand - up comedy", + "takeoff" + ], + [ + "airline pilot", + "takeoff" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_784", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Torrance (sounds like torrents) is a location near Los Angeles", + "Torrance sounds like \"torrents\" and \"torrents\" is the plural noun of torrent which means a sudden and copious outpouring of something. In this case, it is referring to rain. Torrance is a city in California. The \"rain came down in Torrance\" can be meant literally, as in it rained in the city of Torrance. It can also be understood as \"rain came down in torrents\" because it sounds that way, and it could be understood as the rain came down abruptly and in large amounts. This joke is playing on the homophones of \"Torrance\" and \"torrents\".", + "Torrance, which is a city near Los Angeles, sounds like torrents, which means fast moving water.", + "This is a play on words. The word \"torrents\" means a strong moving stream of water like you'd find falling during a rainstorm. However, \"torrents\" sounds like \"Torrance\" which is a City in the Los Angeles metro area.", + "" + ], + "Joke keywords": [ + [ + "los angeles", + "torrance" + ], + [ + "rainstorm", + "Los Angeles", + "Torrance" + ], + [ + "rainstorm", + "los angeles", + "torrance" + ], + [ + "Los Angeles", + "rain", + "Torrance" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_213", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "A wok is a bowl shaped frying pan often used in Chinese cooking.\"Walk\" is a homophone of \"wok\". Walk is a verb that means to travel on foot. This joke is using \"wok\" in place of \"walk\" in the phrase \"walk away\" to refer to old Chinese cooks.", + "", + "", + "chinese cooks uses woks to cook and sounds like walk " + ], + "Joke keywords": [ + [ + "" + ], + [ + "chinese cooks", + "die", + "wok" + ], + [ + "" + ], + [ + "" + ], + [ + "chinese", + "cook", + "wok" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_534", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "A play on the common \"why did the chicken cross the road\" joke, except instead of crossing to get to the other side, this chicken crosses the playground so it can go down the slide", + "\"The chicken crossed the road to get to the other side\" is a common quote. The word \"side\" sounds close to \"slide\". The writer put \"slide\" in to sound close to \"side\" and to relate it to the playground the chicken crossed. Playgrounds have lots of slides.", + "A play on the classic chicken crossed the road joke, the punchline being \"to get to the other side\". Side sounds like slide, which is located on a playground", + "This is a play on words. There's a traditional joke that involves a chicken crossing the road to get to the other side. However, here the joke replaces \"side\" with \"slide\", since slides are commonly found at playgrounds.", + "" + ], + "Joke keywords": [ + [ + "chicken" + ], + [ + "chicken", + "crossed", + "other slide" + ], + [ + "chicken", + "playground", + "slide" + ], + [ + "chicken crossed", + "playground", + "other slide" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_677", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "", + "A log is a journal. To \"keep problem logs\" can mean that the lumberjacks have to keep track of problems they've encountered while logging in a journal. Logs can also refer to a part of a tree that has been cut off. So, \"to keep problem logs\" can also mean that the lumberjacks have to physically keep the logs that gave them problems. This joke is a play on the double meaning of \"keep problem logs\".", + "A problem log is a record of negative issues encountered in a project. A lumberjack cuts down trees and cuts them into logs to sell, and if there are any problem logs, they would be unable to sell them and have to keep them.", + "This is a play on words. The term \"problem log\" means documentation of ongoing issues impacting a business's projects. However, here \"log\" means part of a tree that lumberjacks work with after they cut the trees down.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "lumberjacks", + "problem", + "logs" + ], + [ + "" + ], + [ + "Lumberjacks", + "problem logs" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_105", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "Harry is supposed to sound like hairy", + "\"Harry\" sounds a bit like \"hairy\". If someone is hairy they'll want to remove that hair, and that can be done by a barber. A barber is smeone who cuts hair, especially men's hair. It's ironic that he barber's name is Harry which sounds like \"hairy\".", + "", + "This is a play on words. The word \"Harry\" is a common first name but \"hairy\" also means having a lot of hair on the body and requiring a haircut from a barber. ", + "harry sounds like hairy and barbers cut hairs " + ], + "Joke keywords": [ + [ + "barber" + ], + [ + "Harry", + "barber" + ], + [ + "" + ], + [ + "name", + "Harry", + "barber" + ], + [ + "harry", + "barber" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_488", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "Torque (a type of motor) replaces \"talk\" here, for \"talk of the town", + "\"It is the torque of the town\" sounds like \"It is the talk of the town\" meaning lots of people are talking about it. Torque is a measure of how much force it takes to cause an object to rotate. The more torque an engine produces, the greater its ability to perform work. The joke is referencing John Deere's most powerful tractor yet and replaced \"talk\" with \"torque\".", + "", + "This is a play on words. The \"talk of the town\" means something that many people in a town are excited about. However \"talk\" sounds like \"torque\" which is a force powering the engine of a tractor.", + "" + ], + "Joke keywords": [ + [ + "John Deere" + ], + [ + "John Deere", + "powerful tractor", + "torque" + ], + [ + "" + ], + [ + "tractor", + "torque of the town" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_838", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "A telephone operator answers calls", + "A telephone operator is someone who provides assistance with establishing a connection between two people on the phone. For something to be someone's \"calling\" means that the something referred to is their life's purpose. It's clever that the writer is using the word \"calling\" while referring to a telephone operator. ", + "A telephone operator is a person who connects calls. A calling is colloquialism for a career preference.", + "This is a play on words. The word \"calling\" means a vocation or urge towards a particualr way of life. However, here \"calling\" means to place a phone call to someone.", + "telephone operators usually talk or call people on the phone " + ], + "Joke keywords": [ + [ + "telephone operator" + ], + [ + "telephone operator", + "calling" + ], + [ + "telephone operator", + "calling" + ], + [ + "telephone operator", + "calling" + ], + [ + "telephone operator", + "calling" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1114", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "Kernel, a type of corn, is pronounced the same was as colonel, a rank", + "Colonel is a homophone of kernel. A colonel is an army officer of high rank. A kernel is a seed, often the seed of corn. The joke is talking about a man rising through the ranks in the Corn Growers association. He became a \"kernel\" which can be understood as the man literally turning into a seed, or can be understood as \"colonel\" since he rose in rank. ", + "He is a corn grower, the grain of which is called a kernel. Kernel sounds like colonel, which is a military rank.", + "This is a play on words. The word \"colonel\" is a rank in a army but sounds like \"kernel\" meaning the fruit or seed of corn.", + "" + ], + "Joke keywords": [ + [ + "corn", + "kernel" + ], + [ + "ranks", + "International Corn Growers association", + "kernel" + ], + [ + "ranks", + "corn growers", + "kernel" + ], + [ + "ranks", + "Corn Growers association", + "kernel" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_703", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Boyle's law is a law that relates the pressure and volume of an ideal gas. Pressure is the amount of force applied to an object. Pressure, in the expression \"under too much pressure\" means someone is experiencing a lot of stress because they have so much to do. The joke is playing off the different meanings of pressure, and the person referred to has the name Boyle. ", + "", + "This is a play on words. The word \"Boyle\" is a common first name but \"Boyle's law\" is a scientific concept related to the pressure of gas.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Boyle", + "pressure" + ], + [ + "" + ], + [ + "Boyle", + "pressure" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_859", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "\"All swore out\" sounds like \"all wore out\" which means exhausted, or spent. \"Swore\" was used in place of \"wore\" because they are close sounding. The person was exhausted because of swearing. Swearing is cussing. Swore is the past tense of swearing. ", + "", + "This is a play on words. The phrase \"worn out\" means very tired but \"swore out\" refers to how the subject of the joke was swearing or cussing a lot.", + "cussed and swore are just other words for each other " + ], + "Joke keywords": [ + [ + "" + ], + [ + "cussed", + "all night", + "swore out" + ], + [ + "" + ], + [ + "cussed", + "all night", + "swore out" + ], + [ + "cussed", + "swore" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1043", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 9, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 3 + ], + "Natural language explanation": [ + "Mathemeticians are best at counting", + "A counter is a flat-topped fixture in a store where business transactions take place. A counter can also refer to a machine that keeps count of something. A mathematician is someone that is concerned with numbers, data, or quantity. The joke is playing off the different meanings of the word counter and relating it to a mathematician. ", + "", + "This is a play on words. The word \"counter\" means a flat fixture commonly in a retail store but a \"counter\" also means someone who counts, as mathematicians do.", + "behind the counter you usually deal with cash and money " + ], + "Joke keywords": [ + [ + "mathemetician" + ], + [ + "mathematician", + "best place", + "counter" + ], + [ + "" + ], + [ + "mathematician", + "behind a counter" + ], + [ + "mathematician", + "counter" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1464", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "\"Dustin\" sounds like \"dustin'\" which means the act of dusting. A custodian is someone who cleans and maintains a building, and dusting would count as a custodial duty. It's ironic that the school custodian's name is Dustin.", + "", + "This is a play on words. The word \"Dustin\" is a common first name but \"Dustin\" sounds like \"dusting\" meaning to clean/remove dust from a surface, as a custodian does.", + "custodian usually dust and clean things " + ], + "Joke keywords": [ + [ + "" + ], + [ + "Dustin", + "school custodian" + ], + [ + "" + ], + [ + "name", + "Dustin", + "custodian" + ], + [ + "dustin", + "custodian" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1254", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "Instead of a splice of film, he's asking for a slice of pizza", + "\"Splice\" sounds like \"slice\" and \"slice\" is a word often associated with pizza. \"Splice\" is a verb which means to join or connect. In film, a splice is when a film has to be taped together because of breakage. This is often seen during the editing process. The joke is about film editor's part time job at a pizza parlor. The word \"splice\" was used instead of \"slice\". This joke is playing on the word splice.", + "", + "This is a play on words. The word \"slice\" refers to a piece of pizza. However, \"slice\" sounds like \"splice\" which refers to the process of physically joining lengths of photographic film.", + "splice is when a film has to be cemented or taped together because of breakage or as part of the editing process." + ], + "Joke keywords": [ + [ + "film editor", + "pizza" + ], + [ + "film editor", + "Hollywood", + "splice" + ], + [ + "" + ], + [ + "film editor", + "pizza", + "one splice or two" + ], + [ + "film", + "splice" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1283", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "A hamstring is a muscle, while pigs are also known as hams", + "The hamstring is a muscle that runs down the back of the thigh. Ham is meat from the upper part of a pig's leg. The word \"ham\" can be found in \"hamstring\" and the joke is referring to a pig that quit running a marathon due to a hamstring injury.", + "A hamstring is a muscle in the legs that a marathon runner might injure. Ham is a meat product made from pigs.", + "This is a play on words. The word \"hamstring\" means one of five tendons in the back of someone's knee but \"hamstring\" here refers to how \"ham\" is the cooked part of a pig's leg.", + "ham is a term used when dealing with pigs" + ], + "Joke keywords": [ + [ + "pig" + ], + [ + "pig", + "marathon", + "hamstring" + ], + [ + "pig", + "marathon", + "hamstring" + ], + [ + "pig", + "running", + "hamstring" + ], + [ + "running", + "pig", + "hamstring" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2152", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "In soccer, dribbling means to take the soccer ball and move it past opponents with slight touches of the feet. Dribbling can also refer to saliva leaving the mouth. As people get older, they sometimes lose control over the muscles in their face and mouth and can drool. This joke is playing on the different meanings of dribbling.", + "", + "This is a play on words. The word \"dribbling\" means to fall slowly in drops but here \"dribbling\" means to travel with the ball during a game of soccer.", + "dribbling is a soccer term " + ], + "Joke keywords": [ + [ + "" + ], + [ + "soccer players", + "die", + "dribbling" + ], + [ + "" + ], + [ + "SOCCER PLAYERS", + "die", + "dribbling" + ], + [ + "soccer", + "dribbling" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1507", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 1, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_638", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "In mathematics, an expression is a sentence with a minimum of two numbers and at least one math operation. Someone using \"strange expressions\" could refer to facial expressions. But, it can also refer to using unusual math expressions. The joke is playing on the word \"expressions\".", + "", + "This is a play on words. \"strange expressions\" are bizarre phrases but \"strange expressions\" also refer to mathematical expressions or equations that math professors work with.", + "expressions are a term used in math " + ], + "Joke keywords": [ + [ + "" + ], + [ + "math professors", + "strange", + "expressions" + ], + [ + "" + ], + [ + "MATH PROFESSORS", + "die", + "strange expressions" + ], + [ + "math", + "expressions" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_386", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "Baroque is a type of music. Here, it is used to replace the similar sounding \"broke\"", + "\"Baroque\" sounds close to the word \"broke\". An instrument that is \"broke\" or broken is an instrument that no longer functions as it should due to some kind of damage. Baroque refers to a style of European architecture or music. This joke can be taken literally, that there is a repair shop of music instruments of the baroque period, or can be understood as \"there is a repair shop for broke musical instruments\". ", + "baroque is a style of classical music, but also sounds like \"broke\". A repair shop restores broken items.", + "This is a play on words. The word \"broke\" means broken or no longer working. However, \"broke\" sounds like \"baroque\" which is a period is music history.", + "baroque is a type of music " + ], + "Joke keywords": [ + [ + "baroque", + "instruments" + ], + [ + "repair shop", + "baroque musical", + "instruments" + ], + [ + "repair shop", + "baroque" + ], + [ + "repair shop", + "baroque", + "instruments" + ], + [ + "barpque", + "musical" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_685", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "Leek (a vegetable) sounds like leak (what a broken hose will do)", + "A leek is a plant and can be grown in a garden. Leek is a homophone of leak. \"Leak\" is a word that describes a container slowly losing its contents, or it refers to the hole causing it. In this case, the garden hose is the item that has the leak. \"I couldn't get to the leek without getting wet\" can be understood as the person couldn't get to the plant without getting wet. It can also be understood as \"I couldn't get to the leak without getting wet\" as in, the person couldn't get to the hole the water was coming out from. It can be accidentally understood this way because leak and leek are homophones. This joke is playing on the word leek.", + "A leek is a garden vegetable that sounds like leak, a gap in a pipe or hose that water can escape from. So trying to pick a leek or fix the leak would result in getting hit with water.", + "This is a play on words. The word \"leek\" is a type of vegetable found in gardens but a \"leak\" here refers to a hole in the garden hose allowing water to get out.", + "" + ], + "Joke keywords": [ + [ + "garden" + ], + [ + "garden hose", + "damaged", + "leek" + ], + [ + "garden hose", + "leek" + ], + [ + "garden hose", + "damaged", + "leek" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_361", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "A \"dead issue\" just means something that no longer has any significance. Dead means to no longer be alive. Easter is a Christian holiday that celebrates the resurrection of Jesus, which is the opposite of being dead. The text could be understood as the Easter story is not insignificant, but it can also be understood literally, the Easter story is not a dead issue as it is about resurrection from death. ", + "", + "This is a play on words. To be a \"dead issue\" means something is no longer significant. But here, Easter not being a \"dead issue\" refers to how the Easter holiday celebrates the death and resurrection of Jesus in the Christian religion.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Easter story", + "dead issue" + ], + [ + "" + ], + [ + "Easter story", + "dead issue" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1763", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "Puzzles are just pictures that are pieced together", + "\"That's a puzzle to me\" is a saying meaning that \"that's confusing to me\" or \"it puzzles me\". \"That's a puzzle to me\" can also be taken literally. The pun says that people take beautiful pictures and cut them into pieces, and that's how puzzles get created. A puzzle is a toy that is designed to test a person's problem solving skills. The pun is playing on the word puzzle.", + "Puzzle is being used both to mean a pastime for assembling pieces to form a picture, but also an expression of confusion.", + "This is a play on words. The word \"puzzle\" means a problem or question one doesn't know the answer to. However, a \"puzzle\" is also a toy that involves needed to put together pieces to form a complete image. In this way, the image becomes a puzzle when it's cut into pieces.", + "you need to put a puzzle together to get a picture but in this case puzzle means confused" + ], + "Joke keywords": [ + [ + "puzzle" + ], + [ + "beautiful pictures", + "puzzle to me" + ], + [ + "pictures", + "pieces", + "puzzling" + ], + [ + "pictures", + "cut", + "pieces", + "puzzle" + ], + [ + "picture", + "cut", + "pieces", + "puzzle" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2147", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "Marconi created the wireless telegraph", + "Guglielmo Marconi was an Italian inventor and electrical engineer. Electrical engineers often handle wires. Marconi was not \"wired up about going\" means that Marconi was not excited about going. The word \"wired\" was cleverly chosen here as the last name Marconi can reference Guglielmo Marconi, the electrical engineer. ", + "", + "This is a play on words. The phrase \"fired up\" means excited about an activity. However \"fired up\" sounds like \"wired up\". Here, \"wired up\" refers to how Marconi invented the first wireless telegraph system. Marconi was not \"wired up\" because his telegraph invention was wireless.", + "" + ], + "Joke keywords": [ + [ + "Marconi" + ], + [ + "Marconi", + "wired" + ], + [ + "" + ], + [ + "Marconi", + "not wired up" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1774", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "In billiards, a cue is a type of stick, which also sounds like queue", + "", + "", + "This is a play on words. The word \"queue\" means a line of people waiting for something but a \"queue\" is also a term for equipment used in billiards.", + "" + ], + "Joke keywords": [ + [ + "billiard" + ], + [ + "" + ], + [ + "" + ], + [ + "billiard", + "wrong end", + "queue" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1513", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Atmosphere here both refers to psychical and metaphorical environament", + "Atmosphere can refer to the layer of gasses that surround the planet. Atmosphere can also refer to the mood of a place. Astronuats can literally be working in the Earth's atmosphere which can be nice, but the text can also mean the astronauts work in a pleasant place. This pun is playing on the word atmosphere.", + "", + "This is a play on words. The word \"atmosphere\" means a type of work environment. But here \"atmosphere\" means the envelope of gasses surrounding the earth, where astronauts take flight when they journey into space.", + "astronauts work in space " + ], + "Joke keywords": [ + [ + "astronauts", + "atmosphere" + ], + [ + "astronauts", + "nice", + "atmosphere" + ], + [ + "" + ], + [ + "Astronauts", + "nice atmosphere" + ], + [ + "astronauts", + "atmospheres" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1779", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "An anagram is a word or phrase formed by rearranging the letters of another. A gram is a unit of weight measurement. For instance, something that weighs 1 kilogram weighs 1000 grams, or something that weighs 1 milligram weighs 0.001 grams. The joke is trying suggest \"anagram\" would follow the same pattern. ", + "", + "This is a play on words. An \"anagram\" is a word formed by re-arranging the letters of another word. But the joke here is that \"gram\" is a unit for measuring weight so the subject of the joke assumes an \"ana-gram\" is also a unit for measuring weight similar to a gram.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "anagram", + "weighs" + ], + [ + "" + ], + [ + "anagram", + "weighs" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1349", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "His index finger is his pointer finger", + "A pointed question is a question that gets directly to the very important part of the issue. An index finger is used for pointing. The word \"pointed\" referencese the person's index finger but also the kind of questions the teacher asked.", + "", + "This is a play on words. A \"pointed question\" is a question that gets to the heart of the matter. However, here \"pointed\" indicates that the teacher is using his finger to point at or raise his finger towards his students.", + "you point with your index finger " + ], + "Joke keywords": [ + [ + "teacher" + ], + [ + "teacher", + "index finger", + "pointed questions" + ], + [ + "" + ], + [ + "index finger", + "pointed questions" + ], + [ + "index", + "finger", + "pointed" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1369", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "To nail something is a phrase commonly meaning to pass. Here, it is also alluding to nails being used in wood shop", + "Wood shop is a class that involves creating structures from wood, and that can involve using nails. A nail is a small metal spike that can be used to connect pieces of wood together. To \"nail\" something can refer to doing exceptionally well in. This person \"nailed\" their wood shop test meaning that they did well on their test. ", + "To nail a test is to pass it with high marks. Wood-shop is a class in school that teaches basic carpentry, which can involve using metal nails to fasten wood.", + "This is a play on words. The word \"nailed\" means to have done really well at something but \"nailed\" also means to hammer a nail into a board of wood, as one does during a wood shop class.", + "nails are needed on wood but in this case means aced " + ], + "Joke keywords": [ + [ + "wood shop" + ], + [ + "nailed", + "wood - shop", + "test" + ], + [ + "nailed", + "wood-shop test" + ], + [ + "nailed", + "wood - shop test" + ], + [ + "nailed", + "wood" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_897", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "Thimbles are used to protect fingertips from harm when doing needlework, in this case getting stuck with a needle.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "thimbles", + "shortage", + "stuck without one" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1071", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 1, + "", + 1, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_892", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "Noncents, meaning no cents (a dollar is a bill), while also sounding like \"nonsense\"", + "Noncents is a homophone of \"nonsense\". Nonsense can be understood as describing something as ridiculous, or not having much value. \"Noncents\" literally means \"no cents\" which is great to use when talking about what people can purchase for a dollar. ", + "", + "This is a play on words. The word \"nonsense\" means something that's ridiculous or doesn't make sense. However, here \"noncents\" refers to how a dollar is worth one hundred cents or pennies.", + "" + ], + "Joke keywords": [ + [ + "dollar" + ], + [ + "dollar", + "noncents" + ], + [ + "" + ], + [ + "buy", + "dollar", + "noncents" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1212", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "Holly is a commonly used decoration during the Christmas holidays", + "Holly is both a name and a type of shrub with green leaves that people use to decorate their house during the holiday season. It's ironic that Holly is the name of the person that is the holiday decorator. ", + "Holly is an ornamental plant used often in holiday decorations. Holly sells holly.", + "This is a play on words. The word \"Holly\" is a common first name but \"holly\" is also a tree whose leaves are used to celebrate the Christmas holiday. ", + "" + ], + "Joke keywords": [ + [ + "Holly" + ], + [ + "Holly", + "holiday decorator" + ], + [ + "Holly", + "holiday decorator." + ], + [ + "name", + "Holly", + "holiday decorator" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2178", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "A search warrant is a court order that allows law enforcement to conduct a search of a person or location. \"Warranted\" means justified. \"Warrant\" can be found in \"warranted\" and references search warrant.", + "", + "This is a play on words. The word \"warranted\" means justified or deserved but a \"warrant\" is a document that gives the police permission to search places.", + "police do a search warrant " + ], + "Joke keywords": [ + [ + "" + ], + [ + "police", + "search", + "warranted" + ], + [ + "" + ], + [ + "Police", + "search", + "Warranted" + ], + [ + "police", + "warranted" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1945", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 3 + ], + "Natural language explanation": [ + "", + "To be kept in \"good standing\" means to have a good reputation. Standing is a position that a human being takes on their feet with straight legs. If someone is kneeling then they can't be standing, their legs are bent and not straight. So, it's just ironic that kneeling would keep someone in good standing.", + "", + "This is a play on words. The phrase \"in good standing\" means on good terms with someone but here \"in good standing\" refers to people being better able to stand on their own feet after doing a lot of kneeling.", + "you cant kneel is you are standing " + ], + "Joke keywords": [ + [ + "" + ], + [ + "kneeling", + "good standing" + ], + [ + "" + ], + [ + "kneeling", + "good standing" + ], + [ + "keeling", + "good", + "standing" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_588", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "", + "A pickpocket is someone that steals, or takes what is not theirs away from others. To \"steal away\" means to slip away sneakily. \"Steal away\" can also be taken literally, and it means that someone is stealing. This pun is playing on the phrase \"steal away\" to explain what happens to old pickpockets.", + "Steal away is a colloquialism escaping, which is what a pickpocket would do after stealing something.", + "This is a play on words. The phrase \"steal away\" means to leave stealthily but \"steal away\" also means to steal or rob someone, as pickpockets do.", + "people who pickpocket are usually stealing " + ], + "Joke keywords": [ + [ + "" + ], + [ + "pickpockets", + "never die", + "steal away" + ], + [ + "pickpockets", + "die", + "steal away" + ], + [ + "PICKPOCKETS", + "die", + "steal away" + ], + [ + "pickpocket", + "steal" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1293", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_870", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "Clogs are a type of dutch shoes", + "If something is \"clogged up\" it means that it's blocked. Dutch shoes are called clogs. Dutch shoes used to be made in a factory until the factory got clogged up, or blocked up. This pun is playing on the word \"clog\". ", + "A clogged machine is broken by a stoppage somewhere and rendered non-functional. Dutch shoes are wooden shoes called clogs.", + "This is a play on words. For a machine to be \"clogged\" means it's filled up with something that obstructs passage. However, here \"clogged\" refers to \"clogs\" a type of shoe that would be found in a shoe factory.", + "clogs are a thing in dutch " + ], + "Joke keywords": [ + [ + "shoes" + ], + [ + "Dutch shoes", + "factory machine", + "clogged up" + ], + [ + "dutch shoes", + "clogged machine" + ], + [ + "shoes", + "factory machine", + "clogged" + ], + [ + "dutch", + "clogged" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1115", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 3, + 0 + ], + "Natural language explanation": [ + "", + "A skin graft is a patch of skin that is removed by surgery from one area of the body and is attached to another area. \"Skin graft\" sounds like \"skin graph\". A tattoo is a type of skin modification involving ink. A graph is a diagram showing the relation between variable quantities, typically of two variables. Scientists often use or analyze graphs to understand trends. This pun is playing on the word \"graph\" because it sounds like \"graft\" as in \"skin graft\" while referring to a scientist wanting a tattoo.", + "A scientist collates data and puts it on a graph to display, and in admiration of their profession, one might have it tattooed onto their skin. A skin graft is a surgical procedure to transplant skin from one area to another. Graph and graft sound similar.", + "The scientist got a tattoo of a graph on his skin, and 'skin graph' is a play on 'skin graft', or a piece of skin that gets removed purposefully.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "scientist", + "tattoo", + "skin graph" + ], + [ + "scientist", + "tattoo", + "skin graph" + ], + [ + "scientist", + "tattoo", + "skin graph" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_51", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Guitars have frets on them for playing notes. 'Fretting' can mean worrying over something.", + "This is a pun on 'fret their lives away' which in this context means that rather than dying the guitarists worry their lives away, but it's also being used because 'frets' are a part of guitars", + "fret can mean anxious or it can mean the finger positions on a guitar ", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on how guitarists fret on their guitars, which is a playing technique using frets. Frets are the spaces between fretbars on the neck of a guitar." + ], + "Joke keywords": [ + [ + "" + ], + [ + "guitarists", + "die", + "fret" + ], + [ + "GUITARISTS", + "fret" + ], + [ + "OLD GUITARISTS", + "die", + "fret their lives away" + ], + [ + "GUITARISTS", + "die", + "fret their lives away" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1401", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Console' has two meanings in this context. Being 'consoled' by family means to be comforted after a loss or some sad event. A PlayStation is a video game 'console', which is a machine dedicated to running video games.", + "This is a pun on 'console' which initially means to comfort somone during a period of grief, but 'console' also means \"a panel or unit accommodating a set of controls for electronic or mechanical equipment\", or in lamens terms a video game system, which is what PlayStation is", + "console can mean a gaming console or it can mean to try and make someone feel better ", + "This is a somewhat more clever joke that only works in writing because 'console' would be pronounced two different ways depending on if they meant 'to comfort' or 'a technology platform'.", + "This is a pun on how a PlayStation is a video game console." + ], + "Joke keywords": [ + [ + "PlayStation", + "stolen", + "family", + "there to console" + ], + [ + "PlayStation", + "stolen", + "console" + ], + [ + "PlayStation", + "console" + ], + [ + "Playstation", + "stolen", + "family", + "console me" + ], + [ + "PlayStation stolen", + "family", + "console me" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1311", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Kneading is using hands and applying pressure to something, typically dough, but one could say that when a massage therapist is applying pressure on someone's body, they are kneading it. 'Kneaded' sounds identical to 'needed', so it is used instead of the 'needed' that means 'required' or 'mandatory'.", + "This is a pun on 'kneaded' which usually means to work a dough or paste with your hands, much like a masseuse would work a body with their hands. \"kneaded' also sounds similar to 'needed' which means to require something, like a massage therapist requiring new clients", + "kneeded sounds like needed ", + "They needed new customers and eventually found new customers to knead, or massage.", + "This is a pun on the word kneaded, which sounds like needed, and how massage therapists knead the tight muscles of their clients." + ], + "Joke keywords": [ + [ + "massage therapist", + "kneaded", + "new customers" + ], + [ + "massage", + "kneaded", + "customers" + ], + [ + "kneaded", + "customers" + ], + [ + "massage therapist", + "kneaded", + "customers" + ], + [ + "massage therapist", + "kneaded new customers" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1110", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_829", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. Another word for handcuffs is 'manacles', which sounds similar to 'manically'. To do or say something 'manically' means to do it with exaggerated vigour.", + "", + "", + "It's not common knowledge anymore that manacles are handcuffs. If Tom said it manically, that means he said it in an emotionally unsettled tone.", + "" + ], + "Joke keywords": [ + [ + "handcuffs", + "said", + "manically" + ], + [ + "" + ], + [ + "" + ], + [ + "handcuffs", + "manically" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1018", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'lynx' which is a type of medium sized wild cat but it's also being used because it sounds exactly similar to 'links' which is a type of golf course", + "", + "", + "This is a pun on the word \"lynx\". A lynx is an animal and it sounds like links which is a style of golf course." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Montana", + "golf", + "lynx" + ], + [ + "" + ], + [ + "" + ], + [ + "golfers carry a hunting rifle in their golf bag", + "sportsman got lost", + "Which way to the lynx" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1539", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "Get it? Because some people work with a crank at the crack of dawn? Oh never mind", + "This is a pun on the word \"crank\", which sounds like the \"crack\" in \"crack of dawn\", and how workers will crank out output at their job." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "get up", + "work", + "crank of dawn" + ], + [ + "get up for work", + "crank of dawn" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_615", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The phrase 'go down well' usually means 'functions well', 'works fine' or something similar. A submarine travels deep under water, so one could say it literally goes down well.", + "This is a pun on 'go down well', which in this context means they end up being good movies, but it's also being used because submarines go down below into the ocean", + "go down can mean it's taken in well or it can mean submerge ", + "Movies about submarines are well-received, and submarines literally go down underwater.", + "This is a pun on the phrase \"go down\" and how submarines go down deep underwater. That these kind of movies \"go down well\" is another way of saying they enjoy them. " + ], + "Joke keywords": [ + [ + "movies", + "submarines", + "go down well" + ], + [ + "movies", + "submarines", + "down" + ], + [ + "submarines", + "go down well" + ], + [ + "movies", + "submarines", + "go down well" + ], + [ + "movies about submarines", + "go down well" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1549", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. The word 'adoringly' sounds like it has the words 'a door' in it when spoken out loud. The speaker is knocking on a door. To do or say something 'adoringly' means to do it with admiration or love.", + "", + "", + "I get that 'adoringly' is supposed to be a pun on doors with knockers, but it makes no sense in context.", + "This is a pun on the word adoringly. It sounds like it has the word \"door\" in it and the joke is about using a door knocker." + ], + "Joke keywords": [ + [ + "not answering", + "try", + "knocker", + "said", + "adoringly" + ], + [ + "" + ], + [ + "" + ], + [ + "knocker", + "adoringly" + ], + [ + "knocker", + "adoringly" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_960", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Roulette is a gambling game that involves spinning a wheel and rolling a ball in it. Saying someone has 'a different spin' on something means that they have an interesting point of view or opinion on something.", + "This is a pun on 'had a different spin on everything' since roulette dealers spin a wheel", + "different spin can mean a different take and spin can refer to the spinning roulette wheel ", + "To have a different 'spin' means to have a different perspective. It's also a play on what roulette dealers do with roulette wheels.", + "This is a pun on the word spin and how roulette dealers spin the roulette." + ], + "Joke keywords": [ + [ + "roulette", + "dealer", + "unique", + "personality", + "different spin", + "on everything" + ], + [ + "roulette", + "personality", + "spin" + ], + [ + "roulette dealer", + "different spin" + ], + [ + "roulette dealer", + "unique personality", + "different spin" + ], + [ + "roulette dealer", + "unique personality", + "different spin" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_693", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "This joke just barely works because enough people know that 'raze' means to demolish/destroy, while also being a synonym for 'raise', which is what the tornado literally did.", + "This is a pun on the word raze, which sounds like raise, and how tornadoes raze, or destroy, houses." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "tornadoes", + "raze", + "house" + ], + [ + "Dorothy and Toto", + "tornadoes", + "raze a house" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1304", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "Most people don't know what a catarrh is in the US. It even took me a moment to understand that it served as a homonym for 'Qatar' - a Middle Eastern country.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "runny-nosed, independent emirates, catarrh" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_416", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'crested' which means the river rose to it's highest level, but it's also being used because 'Crest' is a brand of toothpaste", + "", + "A crest is the peak of a wave, and Crest is the name of a toothpaste company.", + "This is a pun on how crested is when a river reaches its highest level, and how Crest is a toothpaste brand. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "River", + "crested", + "toothpaste" + ], + [ + "" + ], + [ + "river crested", + "spilled", + "toothpaste" + ], + [ + "river crested", + "spilled toothpaste" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1495", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Rolls of film have to be 'developed' so the image can form on the material. When a doctor says 'let's hope nothing develops' it usually means 'let's hope no health problems arise from this'.", + "This is a pun on 'develops' which in this context initally means grow or cause to grow and become more mature, advanced, or elaborate. It's also being used since you need to develop film", + "develops could mean developing a picture or it can mean a problem developing ", + "What a terrible doctor. A medical condition could develop as a result of the boy swallowing film, or the film could literally develop in his body.", + "This is a pun on how you develop photos or video from a roll of film." + ], + "Joke keywords": [ + [ + "Doctor", + "swallowed", + "roll of film", + "Let' s hope", + "nothing develops" + ], + [ + "swallowed", + "film", + "develops" + ], + [ + "film", + "develops" + ], + [ + "swallowed", + "film", + "nothing develops" + ], + [ + "Doctor", + "swallowed a roll of film", + "develops" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1456", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Railways use train tracks for trains to drive on. Saying something is 'on track' typically means that it is going according to plan and is on schedule.", + "This is a pun on 'on track' which means it's on schedule, but it's also being used because railways operate on tracks ", + "", + "This is a weak pun. Scheduling of the railways is on schedule, and the railways will be made up of train tracks.", + "This is a pun on the phrase \"on track\" and how railways are made of train tracks." + ], + "Joke keywords": [ + [ + "railway", + "on track" + ], + [ + "railway", + "construction", + "on track" + ], + [ + "" + ], + [ + "railway constructions", + "on track" + ], + [ + "railway constructions", + "on track" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1365", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. May is a month in spring. 'May' is also a word that means 'might' or 'possibly'.", + "This is a pun on 'may' which is another word for 'might' but It's also the name of a month in spring", + "", + "This is a joke that works better when spoken. Person's saying there may be a best spring month, and implying that the best month is May.", + "This is a pun on the spring month of May." + ], + "Joke keywords": [ + [ + "best", + "month", + "spring", + "May be" + ], + [ + "best", + "month", + "May" + ], + [ + "" + ], + [ + "best month", + "spring", + "May be" + ], + [ + "Is there a best month of spring? There May be." + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_527", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. The word 'freeze' sounds the same as 'frieze'. A frieze is a broad horizontal band of sculpted or painted decoration, especially on a wall near the ceiling, and can typically be found in Greek architecture. The other 'freeze' is referring to the cold temperature or precipitation from the ice storm.", + "", + "frieze sounds like freeze", + "This would be a better received joke if non-architects knew what a frieze was - a horizontal band of sculpted decoration found on Greek temples, not just a homonym for 'freeze'.", + "This is a pun on how greek temples have decorations at the top called friezes and it was freezing cold during the ice storm." + ], + "Joke keywords": [ + [ + "Greek temple", + "freak", + "ice storm", + "astonished", + "unusual", + "frieze" + ], + [ + "" + ], + [ + "" + ], + [ + "Greek temple", + "freak ice storm", + "unusual frieze" + ], + [ + "Greek temple", + "ice storm", + "frieze" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_247", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The word 'doe' sounds the same as 'dough', so it's used in place of dough. A doe is a female deer. Dough can be used as slang for money.", + "This is a pun on 'doe' which is a baby deer, but it's also being used because it dounds like 'dough' which is another term for money, which can help with expenses", + "doe sounds like dough", + "", + "This is a pun on how a doe is a female deer and doe sounds like dough which is another word for money." + ], + "Joke keywords": [ + [ + "hunts", + "deer", + "sells", + "meat", + "doe", + "helps", + "with", + "expenses" + ], + [ + "deer", + "doe", + "expenses" + ], + [ + "hunts deer", + "doe" + ], + [ + "" + ], + [ + "hunts deer", + "sells the meat", + "doe" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2073", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Rounding up' something has two meanings. One meaning is to gather up animals in a herd. The other meaning is to round up a number to a bigger unit in mathematics, for example rounding 1.5 to 2.0.", + "This is a pun on 'rounded up' which can mean collect a number of people or animals together for a particular purpose, but 'round up' also means to round to the next highest number, in this case 99 to 100", + "rounded up can mean to round to the nearest 10 or collect all the cattle ", + "To 'round up' cattle means to corral them into a desired area. It doesn't just mean to round up a number to a multiple of 10.", + "This is a pun about ranchers \"rounding up\" cattle and the mathematical concept of rounding up or down numbers. " + ], + "Joke keywords": [ + [ + "rancher", + "100", + "head of cattle", + "thought", + "only", + "99", + "rounded them up" + ], + [ + "rancher", + "cattle", + "rounded up" + ], + [ + "cattle", + "rounded them up" + ], + [ + "100 head of cattle", + "99", + "rounded them up" + ], + [ + "rancher", + "100 head of cattle", + "99", + "rounded them up" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_608", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the phrase \"steal away\". To \"steal away\" means to leave secretly, which can fool people into thinking they are dead. Plagiarists \"steal\" people's work without giving them credit. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD PLAGIARISTS", + "die", + "steal away" + ], + [ + "PLAGIARISTS", + "die", + "steal away" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2066", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Inertia and momentum are both forces covered in the science of physics. Another meaning for 'momentum' is rate at which a movement or theory is gaining popularity.", + "This is a pun on 'momentum' which is defined as the quantity of motion of a moving body, measured as a product of its mass and velocity, but it also means the impetus and driving force gained by the development of a process or course of events.", + "momentum can mean gaining movment or it can mean the theory is gaining attention ", + "Momentum meaning credence/popularity among the masses, and also an allusion to the type of momentum physically related to intertia", + "This is a pun on how inertia is a concept in physics having to do with momentum." + ], + "Joke keywords": [ + [ + "new", + "theory", + "inertia", + "gaining", + "momentum" + ], + [ + "theory", + "inertia", + "momentum" + ], + [ + "inertia", + "momentum" + ], + [ + "new theory", + "inertia", + "gaining momentum" + ], + [ + "theory on inertia", + "gaining momentum" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2064", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Tires can pop and deflate or 'blowout'. A blowout sale is a very big sale with lower prices at a store.", + "This is a pun on 'blowout' which initally means an event at which goods are sold at heavily discounted prices, but 'blowout' can also be when your tires suddenly rupture", + "blowout sale can mean a big sale and blowout can mean when a tire pops ", + "The sale was extremely popular! Hopefully none of the tires blew out on the road.", + "This is a pun on how tires blow out and a blowout sale is a really big sale." + ], + "Joke keywords": [ + [ + "tire dealer", + "blowout sale" + ], + [ + "Tire", + "blowout", + "sale" + ], + [ + "tire dealer", + "blowout sale" + ], + [ + "tire dealer", + "blowout sale" + ], + [ + "tire dealer", + "blowout sale" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_80", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "cougher sounds like offer ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Little Italy", + "cougher" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1654", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The word 'tiers', meaning layers, sounds the same as 'tears', meaning water leaking from the eyes when crying.", + "This is a pun on 'tiers' which means a row or level of a structure, typically one of a series of rows placed one above the other and successively receding or diminishing in size, much like a wedding cake. But it also sounds similar to 'tears' which people tend to shed at weddings", + "tiers sounds like tears ", + "The guests were 'in tears', or crying, and the cake was built in 'tiers', or levels.", + "This is a pun on how cakes have levels called tiers and when you're emotional you shed tears." + ], + "Joke keywords": [ + [ + "emotional", + "wedding", + "Even", + "cake", + "in tiers" + ], + [ + "emotional", + "cake", + "tiers" + ], + [ + "wedding", + "tiers" + ], + [ + "emotional wedding", + "cake", + "tiers" + ], + [ + "emotional wedding", + "cake", + "tiers" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1655", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. It sounds as if the speaker is talking about medication tablets, meaning pills, but the meaning of 'tablet' being used is the stone tablets that the ten commandments were chizeled on.", + "", + "", + "The joke doesn't work because they needed to connect moral relief to medical relief in a more obvious way.", + "This is a pun on the word tablets. The ten commandments were on two stone tablets. Tablets are medicine you take when you have a headache or other ailment." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "fast relief", + "two tablets", + "ten commandments" + ], + [ + "fast relief", + "two tablets", + "ten commandments" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1134", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Suede' means leather with the flesh side rubbed to make a velvety nap. 'Suede' sounds the same as 'swayed', and saying 'I was swayed' would mean 'I was persuaded' or convinced.", + "This is a pun on 'suede' which is leather with the flesh side rubbed to make a velvety nap, but it's also used because it sounds similar to 'swayed' which means to influence a decision, in this case the decision to buy leather shoes", + "suade sounds like swayed ", + "Suede is a material shoes are commonly made out of and a pun on 'swayed', or 'convinced'.", + "This is a pun on the word suede. Suede is a type of leather. It sounds like \"swayed\"." + ], + "Joke keywords": [ + [ + "didn' t want", + "leather", + "shoes", + "but", + "I was suede" + ], + [ + "buy", + "leather", + "suede" + ], + [ + "leather shoes", + "suede" + ], + [ + "didn't want", + "buy", + "leather shoes", + "suede" + ], + [ + "didn' t want to buy leather shoes", + "suede" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_389", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Sirius' is the name of the brightest star visible in the Earth's night sky. 'Sirius' is pronounced the same as 'serious' which would mean 'important' or 'not a joking matter'. The claim about a star wasn't serious, and it also may not have been about Sirius.", + "This is a pun on 'sirius' which is the name of the brightest start in the sky, but it also sounds similar to 'serious' which means demanding careful consideration or application", + "sirius sounds like serious ", + "The claim wasn't serious, and it wasn't about the famous star named Sirius.", + "This is a pun on how sirius is a star and it sounds like serious." + ], + "Joke keywords": [ + [ + "astronomer", + "claim", + "well - known", + "star", + "wasn' t sirius" + ], + [ + "astronomer", + "star", + "sirius" + ], + [ + "astronomer", + "sirius" + ], + [ + "astronomer", + "claim", + "well-known star", + "wasn't sirius" + ], + [ + "astronomer", + "claim", + "star", + "sirius" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_194", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2181", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "This is a pun. When asking about a suspicious offer in a store or market, one might say 'what's the catch' to mean 'what is the hidden requirement or cost of this deal?'. When talking about fish, the whole group of fish caught that day might just be referred to as 'the catch'.", + "This is a pun on 'catch' which in this context means what the draw of the sale was, but it's being used because 'catch' also refers to catches of fishery products like fish", + "catch can mean the trick to a deal or it can mean caught fish ", + "They wanted to see why people were flocking to the fish market, and also what kind of fish had been caught.", + "This is a pun on how people catch fish." + ], + "Joke keywords": [ + [ + "sale", + "fish market", + "what was the catch" + ], + [ + "sale", + "fish", + "catch" + ], + [ + "fish market", + "catch" + ], + [ + "sale", + "fish market", + "what", + "catch" + ], + [ + "sale", + "fish market", + "catch" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1492", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "This is a pun. Being a sprinter means running in races or just for exercise. Running for office means to be campaigning for a political position.", + "This is a pun on 'run' which in this context is meaning the sprinter campaigned for office, but sprinting is an extreme version of the verb run", + "", + "A sprint is a kind of physical run, and also, someone can run - campaign - for political office.", + "This is a pun on how sprinting is a short, fast run." + ], + "Joke keywords": [ + [ + "sprinter", + "decided", + "run for office" + ], + [ + "sprinter", + "run", + "office" + ], + [ + "" + ], + [ + "sprinter", + "run for office" + ], + [ + "sprinter", + "run for office" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2124", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. The phrase 'look up to him' could mean that the people respect and admire him, but it could also mean that they have to physically look upward to see his face because he is so tall.", + "This is a pun on 'looked up to him' which in this context means the players respected him, but they were also most likely literally looking up at him since he was so tall", + "everyone looked up to him can mean he was tall or it can mean he was a great guy", + "Cute joke! People looked up to him literally, because of his height, and figuratively, for his professional greatness on the court.", + "This is a pun on how when you are as tall as this guy, people have to look up to see your face." + ], + "Joke keywords": [ + [ + "seven foot six", + "basketball player", + "everyone", + "looked up to him" + ], + [ + "six", + "basketball", + "looked up" + ], + [ + "seven foot six", + "everyone looked up to him" + ], + [ + "seven foot six", + "great basketball player", + "looked up to him" + ], + [ + "seven foot six", + "great basketball player", + "looked up to him" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1431", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1299", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The word 'baited' was used instead for the phrase 'bated breath'. 'Bated breath' means in great suspense, very anxiously, or excitedly. 'Bait' or 'baited' are words that would refer to bait for fishing, such as live worms.", + "This is a pun on 'baited breath' which means in great suspense; very anxiously or excitedly. But it's also being used because you use worms as bait when you fish ", + "baited sounds like bated ", + "His breath was baited because he was anxious, and earthworms are often used as bait on the ends of fishing hooks.", + "This is a pun on how earthworms are used as bait to catch fish." + ], + "Joke keywords": [ + [ + "swallowed", + "live earthworm", + "waiting", + "baited breath" + ], + [ + "swallowed", + "earthworm", + "baited" + ], + [ + "earthworm", + "baited" + ], + [ + "swallowed", + "live earthworm", + "baited breath" + ], + [ + "swallowed a live earthworm", + "waiting with baited breath" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1368", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "The boy was in comfortable condition because he wasn't getting any nasty side effects, and the pillow probably felt comfortable.", + "This is a pun on how pillows are comfortable and the boy is doing well despite swallowing a whole pillow." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "swallowed", + "pillow", + "condition", + "comfortable" + ], + [ + "boy swallowed a pillow", + "hospital", + "condition as comfortable" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_377", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2002", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. Avogadro's number is a rule about large numbers and proportionality with molecules. Avogadro 'expected a large number', which could mean a large number in his formula, or it could be a large amount of people to attend some class or speech.", + "This is a joke based simply on the fact that Avogadro was an italian scientist who had a theory on numbers", + "", + "The joke isn't funny because we don't know what they're attending.", + "This is a pun on how Avogadro was the guy who invented Avogadro's Number and this joke is about numbers." + ], + "Joke keywords": [ + [ + "Avogadro", + "expected", + "large number", + "attend" + ], + [ + "Avogadro", + "large", + "number" + ], + [ + "" + ], + [ + "Avogadro", + "large number" + ], + [ + "Avogadro", + "number" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1123", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. The speaker replaced the word 'other' in the phrase 'the other place' with 'udder'. 'The other place' generally is referring to hell instead of heaven. Female cows have udders, and 'udder' sounds like 'other'.", + "This is a pun on 'udder' which is a part of a cow you get milk from, but it's also used because it sounds like 'other', as in 'other place' which can be taken to mean after life", + "udder sounds like other ", + "This is the rare OLD PROFESSIONS joke that works because the pun actually does refer to death. The 'other place' is another name for the afterlife, and an 'udder' is where farmers milk cows.", + "This is a pun on how dairy farmers milk cow's udders and udder sounds like \"other\"." + ], + "Joke keywords": [ + [ + "DAIRY FARMERS", + "die", + "go to", + "udder place" + ], + [ + "dairy farmers", + "die", + "udder place" + ], + [ + "DAIRY FARMERS", + "udder" + ], + [ + "OLD DAIRY FARMERS", + "die", + "go to the udder place" + ], + [ + "DAIRY FARMERS", + "die", + "udder place" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1374", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. 'Dive' can mean diving or jumping, generally into water. A 'dive' can also mean a bar or restaurant.", + "This is a pun on 'dive' which in this context is referring to a shabby or sleazy bar or similar establishment. It's also being used since swimmers dive into pools", + "", + "It doesn't make sense that the swimmer's daugher would necessarily be a drinker.", + "" + ], + "Joke keywords": [ + [ + "Swimmer' s daughter", + "knew", + "every dive", + "in town" + ], + [ + "swimmer's", + "daughter", + "dive" + ], + [ + "" + ], + [ + "Swimmer's daughter", + "dive in town" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_74", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Electric companies provide energy in the form of electricity for customers. A high energy person would be someone who is very excited or enthusiastic about what they are doing.", + "This is a pun on 'high energy employees', which means spry eager employees but it also works because electric companines deal with energy", + "high energy can mean peppy or it can refer to electricity ", + "The employees must have a lot of energy because electricity is a source of energy.", + "This is a pun on how electricity uses energy." + ], + "Joke keywords": [ + [ + "electric company", + "high energy", + "employees" + ], + [ + "electric", + "high", + "energy" + ], + [ + "electric company", + "high energy" + ], + [ + "electric company", + "high energy employees" + ], + [ + "electric company", + "high energy employees" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1841", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "this is a pun on the phrase 'on fire' which can mean the pastor was really focused on what he was doing, but it's also being used since you roast marshmellows over fire", + "", + "This is not a well-written joke. I mean yeah, marshmellows when roasted make for good s'mores, and pastors can be enthusiastic, or 'on fire', but still.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "marshmellows", + "pastor", + "fire" + ], + [ + "" + ], + [ + "spiritual marshmellows", + "pastor", + "on fire" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1735", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. To appropriate something is to take it for one's self. Doing something appropriately is to do it properly or correctly.", + "", + "", + "Another lame pun. To appropriate something is to take it from another culture and adapt it in some way that cheapens the original inspiration.", + "This is a pun on \"appropriately\". Appropriation is when you take something." + ], + "Joke keywords": [ + [ + "I' ll take that", + "said", + "appropriately" + ], + [ + "" + ], + [ + "" + ], + [ + "take that", + "appropriately" + ], + [ + "take", + "appropriately" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1392", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'cord' which is a measure of cut wood, but it also works because it sounds similar to 'chord which is a collection of 3 or more notes and is something you could play on a piano", + "cord of wood means a bundle of wood and a cord can mean a musical cord ", + "A cord of wood is a piece of wood that feeds fires and it's a pun on piano chords.", + "This is a pun on how you can play a chord on a piano and a cord of wood is a specific amount of wood." + ], + "Joke keywords": [ + [ + "" + ], + [ + "piano", + "cord", + "wood" + ], + [ + "piano", + "cord" + ], + [ + "Chop up", + "piano", + "cord of wood" + ], + [ + "Chop up an old piano", + "cord of wood" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1803", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Drop off' can mean drift into sleep, but it can also mean physically dropping or falling off an edge.", + "This is a pun on 'drop off' which can be taken to mean a term for falling alseep, but also if you were on the edge of your bed you could physically drop off the side", + "drop off can mean fall asleep or it can mean fall off the bed ", + "This is funny for being bad advice. You could drop off to sleep, or drop off the edge of the bed!", + "This is a pun on the phrase \"drop off\". They mean drop off to sleep, and when you go off the edge of a bed you drop off of it." + ], + "Joke keywords": [ + [ + "insomnia", + "move", + "edge", + "bed", + "soon", + "drop off" + ], + [ + "insomnia", + "edge", + "drop off" + ], + [ + "edge", + "drop off" + ], + [ + "insomnia", + "edge of the bed", + "drop off" + ], + [ + "insomnia", + "edge of the bed", + "drop off" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_154", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A person who 'pawns' old items by selling them runs a pawn shop or is a pawn broker. 'Pawn' is also the name of a piece used in chess.", + "This is a pun on 'pawn broker' which is an an individual or business that offers secured loans to people, with items of personal property used as collateral. But its also being used because 'pawn' is another word for a piece in chess", + "pawn can mean the piece in chess or it can mean a pawn shop ", + "This is clever because a pawn broker could actually sell old chess pieces that somebody pawned for money. It's not just a pun for pawns, or the least powerful pieces in a chess game.", + "This is a pun on chess pieces called pawns." + ], + "Joke keywords": [ + [ + "sells", + "chess pieces", + "pawn broker" + ], + [ + "sells", + "chess", + "pawn broker" + ], + [ + "chess", + "pawn" + ], + [ + "sells", + "chess pieces", + "pawn broker" + ], + [ + "sells old chess pieces", + "pawn broker" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_23", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "It's not common knowledge anymore that Melvyn Bragg was the host of the South Bank Show in the 70s.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "presenter", + "South Bank Show", + "Melvyn bragged" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1351", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The 'undertaker' is a person who's job is to prepare dead bodies to look presentable for wakes or funeral services. Saying something is a 'big undertaking' is to say that it is a lot of work or a difficult job.", + "This is a pun on 'undertaking' which in this sense means an ordeal (like opening a new business), but it's also used because 'undertaker' is a person whose business is preparing dead bodies for burial or cremation and making arrangements for funerals.", + "undertaking sounds like undertaker ", + "It can be indeed! An undertaking is both a task requiring great effort, and the literal removal of a dead body to be transferred to the morgue.", + "This is a pun on \"undertaking\". Undertaking sounds like undertaker, and undertakers work for funeral homes." + ], + "Joke keywords": [ + [ + "Opening", + "new", + "funeral parlor", + "quite an undertaking" + ], + [ + "opening", + "funeral", + "undertaking" + ], + [ + "funeral parlor", + "undertaking" + ], + [ + "Opening", + "new funeral parlor", + "undertaking" + ], + [ + "Opening a new funeral parlor", + "undertaking" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1148", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'didnt tell a soul' which means he didn't tell anyone, but 'sole' is used in it's place because it sounds exactly the same and 'sole' is a type of fish", + "", + "A sole is a type of fish, and also a pun on soul.", + "This is a pun on the word sole. A sole is a type of fish and it sounds like \"soul\". " + ], + "Joke keywords": [ + [ + "" + ], + [ + "fisherman", + "hated", + "sole" + ], + [ + "" + ], + [ + "fisherman", + "hated fish", + "didn't tell a sole" + ], + [ + "fisherman hated fish and chips", + "didn' t tell a sole" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1886", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Fan' is another word for someone who follows and frequents shows, a performer, or a sporting team. 'Fan' could also mean an air conditioning device.", + "This is a pun on 'fan' which is initally referring to the peole in attendance at the stadium, but 'fan' also means to cool by waving something to create a current of air.", + "fan can mean a device that blows air or it can mean the fans of the sport ", + "The people in the stadium protested just as soon as the fans providing air conditioning bit the dust.", + "This is a pun on how air conditioners and fans help keep you cool on a hot day and stadiums are full of people who love a sports team, also known as fans." + ], + "Joke keywords": [ + [ + "air conditioning", + "failed", + "stadium", + "fan protest" + ], + [ + "air conditioning", + "fan", + "protest" + ], + [ + "air conditioning", + "fan protest" + ], + [ + "air conditioning failed", + "fan protest" + ], + [ + "air conditioning failed", + "stadium", + "fan protest" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_986", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_22", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Punctually' sounds similar to 'puncture' but has a different meaning. Being punctual means being on time, while a puncture is a piercing.", + "This is a pun on the word 'punctually' since it sounds similar to 'puncture' which is a small hole in something such as the skin, caused by a sharp object. Much like how you'd puncture you're nose with a pin", + "", + "Ewww. This is a pun made in bad taste about a man who prompty said he'd punctured a pin through his nose.", + "" + ], + "Joke keywords": [ + [ + "stuck", + "pin", + "through", + "nose", + "said", + "punctually" + ], + [ + "pin", + "nose", + "punctually" + ], + [ + "" + ], + [ + "stuck", + "pin", + "punctually" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_234", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "A doctor is a medical professional that gives care to people who are sick. \"Patience\" sounds like \"patients\". Patients are people that receive medical attention from doctors, or other healthcare professionals. To lose patience means to become easily frustrated. To lose patients means to stop seeing caring for someone that once sought medical treatment from you. This pun is a play on the word \"patience\" since it sounds like \"patients\". ", + "Doctors treat injured patients, which sounds like the word patience, which is their ability to tolerate delays. With age, a doctor would lose both.", + "This is a play on words. The word \"patience\" means the ability to tolerate delay but \"patient\" also means a person receiving medical treatment.", + "doctors needs patiences to have a job " + ], + "Joke keywords": [ + [ + "" + ], + [ + "old doctors", + "never die", + "patience" + ], + [ + "" + ], + [ + "DOCTORS", + "die", + "lose", + "patience" + ], + [ + "doctors", + "patience" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1515", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "Candy is a type of confection", + "A confectioner is a person who has the job of making or selling candy. The confectioner's name is Candy. It's ironic that the confectioner would be named Candy since it's their job to make and sell candy.", + "Candy is a type of confectionary and is used a name as well. Candy makes candy.", + "This is a play on words. The word \"Candy\" is a first name but \"candy\" is also a type of sweet confectionery ", + "confection sugar is used to make candy " + ], + "Joke keywords": [ + [ + "candy" + ], + [ + "Candy", + "confectioner" + ], + [ + "candy", + "confectioner" + ], + [ + "name", + "Candy", + "confectioner" + ], + [ + "candy", + "confectioner" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_463", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "To \"pine away\" means to lose vigor or health because of grief. A lumberjack is someone who cuts trees down professionally. The word \"pine\" can be used to describe a type of coniferous tree. The joke is playing on the word \"pine\" and its different meanings. ", + "", + "This is a play on words. The phrase \"pine away\" means to become thin or weak due to sadness or loss but \"pine\" is also a type of tree that lumberjacks cut down.", + "pine wood is something lumberjacks uses " + ], + "Joke keywords": [ + [ + "" + ], + [ + "lumberjacks", + "never die", + "pine away" + ], + [ + "" + ], + [ + "lumberjacks", + "die", + "pine away" + ], + [ + "pine", + "lumberjack" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_282", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Marx is a popular philosopher", + "Marx is the last name of Karl Marx, a German philosopher of the 1800s. \"Marx\" is a homophone of \"marks\". Marks can refer to written symbols, like checkmarks, made on a piece of paper to help signify what is right or wrong. The joke is playing on the word Marx and its homophone marks.", + "", + "This is a play on words. The word \"marks\" refers to a student's grade on an assignment but \"Marx\" is a famous philosopher.", + "Karl Marx is a german philosopher " + ], + "Joke keywords": [ + [ + "marx", + "philosophy" + ], + [ + "Philosophy", + "graded", + "Marx" + ], + [ + "" + ], + [ + "Philosophy papers", + "graded", + "Marx" + ], + [ + "philosophy", + "marx" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_73", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Plutonium is a chemical element that glows, or that emits light. The word glowingly can describe enthusiastic praise while also meaning light emitting. The joke is playing on the word glowingly.", + "", + "This is a play on words. The word \"glowingly\" means spoken with enthusiastic praise but \"glowingly\" also refers to how plutonium is a radioactive element that glows or shines with a very bright light.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "food", + "plutonium", + "glowingly" + ], + [ + "" + ], + [ + "plutonium", + "glowingly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_991", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "A foul is when a hit is not in playable territory in baseball", + "Afoul means conflict, so baseball players have to stay in line or they'll be in conflict with the rules. A foul ball in baseball is a ball that is out of play when it lands. The word \"afoul\" has \"foul\" in it, a term used in baseball. The joke is playing on the word afoul.", + "In baseball, when a ball is hit but goes over the foul line, it's counted as a foul ball. ", + "This is a play on words. The word \"afoul\" means running into conflict or dificulty but \"foul\" is also a baseball term for a ball hit into foul territory.", + "" + ], + "Joke keywords": [ + [ + "baseball" + ], + [ + "baseball players", + "afoul", + "rules" + ], + [ + "baseball", + "line", + "afoul" + ], + [ + "Baseball players", + "afoul", + "rules" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_806", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "Faraday worked with electricity, which holds a charge", + "Faraday was an English scientist who made contributions in the study of electromagnetism. A faraday is a unit of electric charge. To be charged up about something means to be excited by something. To charge up sometthing also means to use electricity to restore a devices battery life. The joke is playing on the term \"charged up\".", + "", + "This is a play on words. The phrase \"charged up\" means excited by something but \"charged up\" also references how a \"faraday\" is a unit of electric charge.", + "" + ], + "Joke keywords": [ + [ + "faraday" + ], + [ + "Faraday", + "charged up", + "idea" + ], + [ + "" + ], + [ + "Faraday", + "charged up" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_194", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Truckers haul (carry) large items", + "To haul is to pull something with great force or effort, this is what trucks do. Haulways is a homophone of hallways. A haulway is a strip of road that is used for hauling objects. A hallway a long passage with doors into rooms on both sides of it. \"Truckers like long haulways\", which can sound like \"truckers like long hallways\". The joke is playing on the word haulways. ", + "", + "This is a play on words. The word \"hallway\" means an area in a house or building onto which rooms open. However, a \"haul\" refers to a truck pulling an attached trailer or load behind it.", + "u-haul is a brand of moving trucks " + ], + "Joke keywords": [ + [ + "truckers" + ], + [ + "truckers", + "houses", + "long haulways" + ], + [ + "" + ], + [ + "Truckers", + "houses", + "haulways" + ], + [ + "truckers", + "haulways" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1775", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Faults, in terms of character, refer to inadequacy or mistakes of a person. In geology, a fault is a fracture or discontinuity in a piece of rock. It's clever for the person who wrote this joke to use \"faults\" to describe geologists since it is a geological term. The joke is playing on the word faults. ", + "Geologists study the structure of earth, including its fault lines. Fault here is also being used to mean personal flaws.", + "This is a play on words. The word \"faults\" means an unattractive feature but a \"fault\" is also a geology term for a fracture in a rock formation.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "geologist", + "faults" + ], + [ + "geologists", + "faults" + ], + [ + "GEOLOGISTS", + "die", + "faults" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_662", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Here, descent is being used instead of decent, alluding to genealogy being the study of descendants", + "Descent sounds close to \"decent\" . The word descent describes the origin or background of a person in terms of their family. A \"decent\", or satisfactory education is what people often seek. Genealogy is the study of families and lineage tracing. The joke is playing on the word descent. ", + "The study of genealogy includes descent, the background of a person's family, which sounds like decent, which is a measure of quality.", + "This is a play on words. The phrase \"decent education\" means an education conforming to generally accepted standards but a \"descent education\" means education related to someone's heritage or genealogy ", + "" + ], + "Joke keywords": [ + [ + "genealogy" + ], + [ + "genealogy", + "descent", + "education" + ], + [ + "geneology", + "descent" + ], + [ + "genealogy", + "descent education" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1035", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "A liquidation sale is when the price is greatly taken off. Water is a type of liquid", + "Liquid is found in \"liquidation\". In business, liquidation is the process of bringing a business to an end. During liquidation sales, items get sold for extremely cheap. The joke is talking about cheap bottled water. Water is a liquid at room temperature. The joke is playing on the word liquidation.", + "Water is a liquid. Liquidation is the process of ending a company, which includes selling off assets at a cheap price, often through a sale.", + "This is a play on words. The term \"liquidation sale\" means a sale held by a company going out of business to get rid of its remaining assets. However, here \"liquidation sale\" means a sale where liquids like bottled water are being sold.", + "liquid is in the word liquidation and water is liquid " + ], + "Joke keywords": [ + [ + "water" + ], + [ + "bottled water", + "cheap", + "liquidation" + ], + [ + "bottled water", + "cheap", + "liquidation" + ], + [ + "bottled water", + "cheap", + "liquidation sale" + ], + [ + "water", + "liquidation" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2197", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"Nick\" is a common first name but \"nick\" is also a term for a small cut, like one a barber would make when cutting someone's hair.", + "nick is a term used when dealing with barbers when they mess up " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "name", + "Nick", + "barber" + ], + [ + "nick", + "barber" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_635", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "The speaker is being ambiguous about their degree", + "\"Degree of ambiguity there\" means that there's more than one inerpretation of something. A degree can mean an academic qualification given to students who have successfully completed a course of study. A university is a place of education where degrees are earned. The joke is playing on the word degree and different ways of using it. ", + "", + "This is a play on words. The phrase \"degree of ambiguity\" means that something is not clearly defined or determined. However, a \"degree\" in college is a field of study. Here, \"degree of ambiguity\" means that it's unclear which field of study the speaker will pursue in university.", + "" + ], + "Joke keywords": [ + [ + "university" + ], + [ + "university", + "degree of ambiguity" + ], + [ + "" + ], + [ + "might study", + "degree of ambiguity" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_851", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "To be \"swept up\" by something is to be carried by the momentum of something bigger than yourself. Janitors are people that keep a building clean, with sweeping being something done. It's clever that the phrase \"swept up\" was use since \"swept\" is what a janitor would do to keep a building clean. This joke is playing on the word swept. ", + "", + "This is a play on words. The phrase \"swept up\" means caught up or preoccpied by something but \"swept\" also refers to the acting of sweeping a floor, which janitors do for their job.", + "janitors job is to sweep and clean up " + ], + "Joke keywords": [ + [ + "" + ], + [ + "janitors", + "never die", + "swept up" + ], + [ + "" + ], + [ + "JANITORS", + "die", + "swept up" + ], + [ + "janitors", + "swept" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1913", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "The words forms can mean types or it mean a piece of paper you have to fill out your personal information on. The joke is playing on the word forms.", + "", + "This is a play on words. The word \"form\" means paperwork that the government often reqires you to fill out. However, \"form\" is also a type or category or something and there are multiple types of government.", + "there are many different governments but the joke was just lacking " + ], + "Joke keywords": [ + [ + "" + ], + [ + "government", + "forms" + ], + [ + "" + ], + [ + "government forms", + "forms of government" + ], + [ + "government", + "forms", + "many" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_6", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1031", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "\"Allowed\" sounds like \"aloud\". To allow something is to give permission to do something. The word \"aloud\" means to speak in a way that can be clearly heard. The joke is in Tom allowing sound, and \"allowed\" is a homophone of \"aloud\". The joke is playing on the word allowed. ", + "", + "", + "allowed sounds like aloud " + ], + "Joke keywords": [ + [ + "" + ], + [ + "silence", + "allowed" + ], + [ + "" + ], + [ + "" + ], + [ + "silence", + "aloud" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_362", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "\"Pair\" is a homophone of \"pear\". An apple is a fruit, and a pear is a fruit. The joke is in the dual meaning of \"the pair beneath it\". That could refer to a pair of apples, or it could mean the fruit pear as \"pair\" sounds like \"pear\". ", + "", + "This is a play on words. The word \"pair\" means a set of two of the same thing but a \"pear\" is a type of fruit.", + "pair sounds like pear " + ], + "Joke keywords": [ + [ + "" + ], + [ + "apple", + "pair" + ], + [ + "" + ], + [ + "apple", + "tree", + "pair" + ], + [ + "apple", + "pair" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_87", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "", + "A juggler is an entertainer that tosses several objects up into the air and catches them. Juggler sounds like \"jugular\" which is an adjective meaning of the throat. Jugular is also known to be short for \"jugular vein\" which is an important vein found in the neck. If the jugular vein is cut, a person can bleed out and die. The joke is saying that in order to kill a circus in one blow, go for the juggler which sounds like jugular. The joke is a play on the word juggler.", + "", + "This is a play on words. The word \"jugular\" means the neck or throat but a \"juggler\" is an entertainer who tosses and catches items in the air during a circus act.", + "there are people who juggle in circus" + ], + "Joke keywords": [ + [ + "" + ], + [ + "kill", + "circus", + "juggler" + ], + [ + "" + ], + [ + "kill", + "circus", + "juggler" + ], + [ + "circus", + "juggler" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_90", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1801", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "A chop is a type of move in karate, but also a name for pork", + "Karate is a martial art. A karate chop is slang for a knifehand strike which is a form of hitting someone during a fight. Chops can refer to meat, such as pork chops. The word \"chop\" is found in \"chops\" and chops can refer to a type of hitting technique, or food. The joke is playing on the word chops.", + "", + "This is a play on words. The word \"chops\" refers to pork chops which is a type of food. However, a \"chop\" is also a move used in karate.", + "chops are a move that karate people do " + ], + "Joke keywords": [ + [ + "karate", + "chops" + ], + [ + "karate", + "school", + "chops" + ], + [ + "" + ], + [ + "karate", + "restaurant", + "chops" + ], + [ + "karate", + "chop" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_412", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "They put literal change (coins) instead of physical change in the soup", + "The word change can refer to metal coins, and pennies are a type of metal coin. The word change can also mean \"make different\". The customer in the joke wanted \"change in the food\". This could be interpreted as wanting the food to be different, maybe change the seasoning, or wanting metal coins in the food. The joke is playing on the phrase \"change in the food\". ", + "Change is being used here both as small denominations of currency, which includes pennies, and also means to alter something.", + "This is a play on words. The word \"change\" means to modify something but \"change\" is also a term for coins used as currency.", + "pennies is considered as change but in this case change as in a difference " + ], + "Joke keywords": [ + [ + "waiter", + "soup" + ], + [ + "pennies", + "soup", + "change in the food" + ], + [ + "pennies", + "change" + ], + [ + "pennies", + "soup", + "change", + "food" + ], + [ + "pennies", + "soup", + "change", + "food" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_582", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "In the U.S. a brief is a written legal argument that is presented to a court to aid it in reaching a conclusion in a case. Briefly means fleetingly, or for a short time. The joke is playing on the word \"briefly\" since we can see \"brief\" in that word which references a legal argument presented before a judge.", + "", + "This is a play on words. The word \"briefly\" means using few words but a \"brief\" is also a short summary of something commonly given in a court of law.", + "briefcase are used in court" + ], + "Joke keywords": [ + [ + "" + ], + [ + "case", + "judge", + "briefly" + ], + [ + "" + ], + [ + "presented", + "case", + "judge", + "briefly" + ], + [ + "case", + "judge", + "breifly" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1578", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "Artichokes have hearts", + "The heart of an artichoke refers to the center of an artichoke. \"Wholeheartedly\" means completely. We see the word \"heart\" within \"wholeheartedly\". The joke is playing on the word \"wholeheartedly\" because it has the word \"heart\" in it, referencing the center of an artichoke.", + "", + "This is a play on words. The word \"wholeheartedly\" means with complete sincerity but an artichoke \"heart\" is the fleshy center of the artichoke plant.", + "" + ], + "Joke keywords": [ + [ + "artichoke" + ], + [ + "wholeheartedly", + "artichoke" + ], + [ + "" + ], + [ + "wholeheartedly", + "artichoke" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1596", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "The qualifications didn't make sense (to \"add up\"). Adding is a part of math", + "\"Add up\" is saying. For something to \"add up\" means something makes sense. If something does not \"add up\" it means it doesn't make sense. In math, addition, or to add up numbers, means to put together two or more numbers to get their total value. The joke is in the phrase \"add up\" and its different meanings.", + "Don't add up is a colloquialism for suspicious behavior. Addition is a function of mathematics.", + "This is a play on words. The phrase \" add up\" refers to whether something makes sense but \"add up\" also means to add the quantity of something, as one does in mathematics.", + "adding is something you do in math " + ], + "Joke keywords": [ + [ + "math", + "teacher" + ], + [ + "math", + "teacher", + "add up" + ], + [ + "" + ], + [ + "qualifications", + "math", + "add up" + ], + [ + "math", + "teacher", + "add", + "qualifications" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1608", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Chablis is the name of a type of wine. The word \"whined\" means to complain and is a homophone of \"wined\". The joke is playing on the word \"whined\" because its homophone \"wined\" relates to Tom's feeling about Chablis which is a kind of wine.", + "", + "This is a play on words. The word \"whined\" means to give a high-pitched complaining sound but \"wine\" is a type of alcohol and Chablis is a common type of wine.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "chablis", + "whined" + ], + [ + "" + ], + [ + "Chablis", + "whined" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1560", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "The phrase \"to get high\" means to take drugs so you experience a change in your perception of the things around you. It's meant to be an enjoyable experience. The people in the joke are a passenger and a pilot. A pilot is someone that flies an airplane. The passenger asks the pilot \"how high he would get\" which most likely meant \"at what altitude will we be at while flying?\". The pilot misunderstood the question, thinking that the passenger was referring to sense perception. The joke is playing on the different meanings of the phrase \"how high\".", + "", + "This is a play on words. The word \"high\" means intoxicated on drugs or alcohol but \"high\" also means high in the sky as one would be during airplane travel.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "pilot", + "high", + "drugs" + ], + [ + "" + ], + [ + "high", + "pilot", + "drugs" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_858", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The word \"digit\" means finger. Digital means involving or relating to the use of computer technology. The joke is centered on the word digital, because it has the word \"digit\" in it which means finger, and fingers overlap in prayer.", + "Digital is being used both to mean electronic media and using fingers, which are on hands.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "hands in prayer", + "digital" + ], + [ + "hands", + "digital" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_292", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "A solar flare is a reaction the sun has, which a scientist studying the sun would know", + "A solar flare is term used to describe an explosion on the sun. Flare is a homophone of flair. Flair means to have an inclination or tendency towards something. The scientists in this joke have an inclination for research, and the word \"flare\" is used because its a homophone of \"flair\" and the scientists are studying explosions on the sun, or solar flares.", + "The sun exhibits an occasional phenomena called a solar flare, which scientists would observe. Flare sounds like flair, which is an aptitude in a subject.", + "This is a play on words. The word \"flair\" means having a talent or knack for something but a \"flare\" is a sudden burst of bright flame or light, which commonly occurs on the sun.", + "A solar flare is an intense eruption of electromagnetic radiation in the Sun's atmosphere." + ], + "Joke keywords": [ + [ + "scientists" + ], + [ + "scientists", + "sun", + "flare" + ], + [ + "sun", + "flare" + ], + [ + "Scientists", + "sun", + "flare", + "research" + ], + [ + "sun", + "flare" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_563", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is a play on the word \"fall,\" meaning a downfall, but the joke makes it mean the season (autumn) instead", + "When \"pride goes before a fall\" it means that arrogance usually proceeds some kind of failure. Pride is taking joy in one's admiration. Humilty is the opposite of pride, it's about being modest and not indulging in admiration of the self. The word fall means to move downward, or to lose balance and collapse. Fall can also be used to describe the season between summer and winter. The joke is centered on the word fall and its different meanings.", + "", + "This is a play on words. There's a common expression that \"pride goes before the fall\" which means pride comes before the fall, meaning destruction. However, here \"fall\" refers to fall the season and proposes a similar saying that involves winter coming before humility.", + "" + ], + "Joke keywords": [ + [ + "pride", + "fall", + "winter" + ], + [ + "fall", + "humility", + "winter" + ], + [ + "" + ], + [ + "pride", + "before", + "fall", + "humility", + "winter" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_576", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 3 + ], + "Natural language explanation": [ + "", + "\"Given the boot\" means to be kicked out, or to be not wanted anymore. A boot is a type of footwear. Shoemakers make shoes, or footwear. The joke is centered around the use of the word boot.", + "", + "This is a play on words. The phrase \"given the boot\" means kicked out but a \"boot\" is also a type of footwear. Here, to be \"given the boot\" means to be provided with a boot to wear.", + "boots are a type of footwear" + ], + "Joke keywords": [ + [ + "" + ], + [ + "shoemakers", + "never die", + "given the boot" + ], + [ + "" + ], + [ + "SHOEMAKERS", + "die", + "given", + "boot" + ], + [ + "shoemakers", + "boot" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_128", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "A good pitch here both means good at convincing someone and good at pitching (throwing) the ball", + "A pitcher in baseball is a player that throws the baseball from the mound towards the catcher. In business, if someone has a good pitch, it means that they have a good argument for the selling of something. The joke is centered around the word pitch since it relates to baseball and it relates to a sell.", + "Pitch is being used both to mean throwing a ball, which a baseball player would do, and a short persuasive speech in order to sell something.", + "This is a play on words. A \"pitch\" in sales is a speech given to persuade someone to buy something but a \"pitch\" in baseball refers to the pitcher throwing a ball for the batter to hit.", + "pitching is a thing done in baseball " + ], + "Joke keywords": [ + [ + "baseball", + "pitch" + ], + [ + "baseball player", + "sell", + "pitch" + ], + [ + "baseball player", + "sell", + "pitch" + ], + [ + "baseball player", + "sell himself", + "good pitch" + ], + [ + "baseball", + "player", + "pitch" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_602", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Leered is the past tensed of leer. Leer means to look at someone in an unpleasant or malicious way. Leer is a homophone of lear. Learjet is a Canadian aerospace manufacturer. The joke connects the homophone of leer and the word jet to Learjet. ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "flies", + "jet", + "leered" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_410", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"slowly\" means at a slow speed but a \"sloe\" is the fruit of a blackthorn.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "fruit", + "blackthorn", + "slowly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1401", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "The joke uses \"weigh\" instead of \"whey\" to allude to the diet", + "Curds are a byproduct of milk that has been coagulated. Curds sit in a liquid called whey. Cottage cheese is a mixture of curds and whey. Weigh and whey are homophones. Weigh is a verb, which is the action taken to figure out how heavy something is, which is an action dieters take often. The joke is talking about a cottage cheese diet, hence the clever use of the word weigh replacing whey. ", + "", + "", + "curds happens when making cheese " + ], + "Joke keywords": [ + [ + "cottage cheese", + "weigh" + ], + [ + "cottage cheese diet", + "curds and weigh" + ], + [ + "" + ], + [ + "" + ], + [ + "cottage cheese", + "curds", + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_305", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 1, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Geronimo is a word shouted during an experience of exhilaration, typically during warfare. Geronimo is also the name of a person. The joke centers around the word geronimo and its different meanings.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "fought", + "Geronimo", + "bravely" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2012", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Love is a word used to describe feelings of affection towards another. A \"touchy subject\" means a sensitive subject. The act of touching, like giving someone a hug, is a way to show affection when one loves someone else. This joke is playing on the word touchy, its different meanings and how it relates to love.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "love", + "touchy subject" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1379", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "People can easily change their opinions", + "The phrase \"to give an opinion\" means to share your thoughts on something. The joke is saying that people are often ready to give an opinion, and not all opinions are positive opinions. ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "opinion" + ], + [ + "keep", + "opinion" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1132", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "The gardener rediscovered his origins (roots). Roots is also a part of most plants", + "Gardeners are people that cultivate plants. Plants have roots, and roots are the part of the plant that is undergound. It absorbs water and nutrients from the soil to nurture the plant. Roots can also refer to a person's family history, or origin. The joke centers around the word roots and different meanings.", + "Roots is being used both to mean a person finding their origins, either genetically or culturally, and in the physical structure of plants, which have root systems under ground, which a gardener would work with.", + "This is a play on words. The word \"roots\" refers to someone's heritage or past but \"roots\" is also the part of a plant attaching it to the ground.", + "roots are found in the gardening plants " + ], + "Joke keywords": [ + [ + "gardener" + ], + [ + "gardener", + "home town", + "roots" + ], + [ + "gardener", + "roots" + ], + [ + "gardener", + "home town", + "roots" + ], + [ + "gardener", + "roots" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1427", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Suite is a type of luxury room", + "A suite is a set of rooms that contain furniture. A couch is a piece of furniture that multiple people can sit on. Suite and sweet are homophones. Sweet is a descriptive word used to describe the taste of something, typically if that something is sugary. If someone has a \"sweet tooth\" it means they really like and crave eating sweet things. The joke is centered around the word suite and its homophone sweet. ", + "A furniture set of a couch and two chairs is called a living-room suite. Suite sounds like sweet, a flavor. A sweet tooth is a preference for sugary foods, but here, it's been change to a preference for living room furniture.", + "This is a play on words. The phrase \"sweet tooth\" means someone has a taste for sweet or sugary foods. However, a \"suite\" is a set of rooms so someone with a\"suite tooth\" Is someone with a taste for eating the furniture in various rooms.", + "suite sounds like sweet and suite is a room that you can put couches in " + ], + "Joke keywords": [ + [ + "couches", + "suite" + ], + [ + "eating couches", + "suite tooth" + ], + [ + "eating couches", + "suite tooth" + ], + [ + "eating couches", + "suite tooth" + ], + [ + "couches", + "suite" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1241", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1268", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "To milk something for all its worth is to drain every cent dry from its profits. Cows also make milk", + "To milk something means to thoroughly use something to one's advantage. Cows produce milk. The verb milk is the action taken to retrieve milk from a cow. The joke is centered around the word milk and its different meanings. ", + "", + "This is a play on words. To \"milk\" something means to take advantage of an idea or situation but \"milking\" also means to draw milk from a cow or animal.", + "" + ], + "Joke keywords": [ + [ + "farmer", + "cow", + "milk" + ], + [ + "farmer", + "cow", + "milk" + ], + [ + "" + ], + [ + "cow", + "milk", + "idea" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_568", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_29", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "Beaches are sandy", + "Sandy is the name of a person. Sandy is an adjective used to describe if something has sand on or in it. Sand is finely ground up rock. A beach is full of sand. This joke is playing on the word sandy and its different meanings.", + "Sandy is a physical attribute of having lots of sand, but is also commonly used as a nickname. A beach is a location with lots of sand. Sandy hangs out at a sandy place.", + "This is a play on words. The word \"Sandy\" is a common first name but \"sand\" is also a granular material found on beaches.", + "you can find sand at the beach " + ], + "Joke keywords": [ + [ + "sandy", + "beach" + ], + [ + "Sandy", + "beach" + ], + [ + "sandy", + "beach" + ], + [ + "name", + "Sandy", + "beach" + ], + [ + "sandy", + "beach" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_545", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "Soldiers are also called privates", + "A private is a soldier of the lowest rank. Private can also mean not public, or belonging to a certain group of people only. Tom is admitting that he's an ordinary soldier, but he's only letting certain people know. The joke is playing on the word private, which can be found in the word privately.", + "A soldier is a person in an army. Private is being used as both the lowest military rank and as a situation that is not disclosed to others.", + "This is a play on words. The word \"privately\" means spoken in a discrete or secretive manner but a \"private\" is a soldier of the lowest military rank.", + "private is a position ranking in as a soilder " + ], + "Joke keywords": [ + [ + "soldier", + "Tom" + ], + [ + "ordinary soldier", + "privately" + ], + [ + "soldier", + "privately" + ], + [ + "ordinary soldier", + "privately" + ], + [ + "soldier", + "privately" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_325", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "", + "Someone who is of \"no account\" is someone worthless. A bank account is a spot held at a bank for someone to make monetary transactions, or to simply store money. This joke is playing on the word \"account\" and its different meanings. ", + "Account is being used to both mean holding funds on behalf of clients and as a measure of regard or respect a person is attributed. So having no account means a person is neither a client or respected.", + "This is a play on words. To be \"of no account\" means to be of no significance but an \"account\" in banking is a place where people can deposit their money.", + "accounts are usually found at banks " + ], + "Joke keywords": [ + [ + "" + ], + [ + "banking", + "joke", + "no account" + ], + [ + "banking joke", + "no account" + ], + [ + "person", + "banking joke", + "no account" + ], + [ + "banking", + "account" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1719", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "To unleash potential is to not hold back. To unleash a dog is to take them off their restraints", + "To unleash potential means to remove all restrictions. Dogs are often walked on leashes, meaning that dogs often are bound by a collar with a cord attached to it. This joke centers around the word unleash and its different meanings.", + "Unleashing potential is a colloquialism for no longer holding back or learning how to do something. Dogs are often kept on leashes, physical restraints attatched to their necks.", + "This is a play on words. To \"unleash potential\" means to unlock one's secret ability. However, \"unleashed\" also refers to a dog or pet becoming released from a leash or restraint.", + "you need a leash to leash the dog when walking " + ], + "Joke keywords": [ + [ + "dog" + ], + [ + "dog", + "potential", + "unleash" + ], + [ + "dog", + "potential", + "unleash" + ], + [ + "dog", + "potential", + "unleash" + ], + [ + "dog", + "unleash" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1270", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "To hog the sheets is to physically wrap yourself in them. To be \"wrapped up in yourself\" is to be selfish", + "A sheet is a piece of cloth that people sleep underneath. A sheet is often found on a bed. People physically wrap themselves in a sheet if they are cold. When someone is \"wrapped up in themselves\", it means that they think only of themselves and quite often. When someone \"hogs the sheets\" it means that they are taking the sheets all for themselves. This joke is centered on the word \"wrapped' and its different meanings.", + "Hogs and wrapped up in himself are colloquialisms for selfishness. A person who hogs a sheet would do so by physically wrapping it around himself.", + "This is a play on words. To be \"wrapped up in oneself\" means thinking very highly of oneself but \"wrapped up in\" here refers to the subject of the joke wrapped up in the blankets he's hogging.", + "" + ], + "Joke keywords": [ + [ + "hog", + "sheets" + ], + [ + "hogs", + "sheets", + "wrapped up" + ], + [ + "hogs", + "sheets", + "wrapped up in himself" + ], + [ + "hogs", + "sheets", + "wrapped up in himself" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1052", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "A riding whip is also known as a crop", + "A crop is a type of whip that is used in horse riding. A crop can also refer to a plant that can be grown and harvested extensively. The joke is making a riding whip sound like it can be planted, grown and harvested like a plant. The joke is playing on the word crop.", + "", + "This is a play on words. The word \"crop\" means a cultivated plant grown from seed in the ground. However, here \"crop\" refers to a riding crop, which is a term for a short whip used for riding horses.", + "" + ], + "Joke keywords": [ + [ + "riding whip", + "crop" + ], + [ + "riding whip", + "nice crop" + ], + [ + "" + ], + [ + "planted", + "riding whip", + "nice crop" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1573", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "This is joking that life is like a job, where death is what happens when you're fired. This also might be alluding to being sent to hell after death, but that one is more of a stretch", + "", + "", + "To be \"fired\" means to be let go from a job or occupation. The joke here is that when people die they are \"fired\" from the occupation of being alive.", + "" + ], + "Joke keywords": [ + [ + "death", + "fired" + ], + [ + "" + ], + [ + "" + ], + [ + "Death", + "life' s", + "fired" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_759", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. The word 'incremental' has 'mental' in it. To say someone 'went mental' is to say that they had a mental breakdown. 'Incremental' means to be adding continually over time in 'increments'.", + "incremental means an increase or addition, especially one of a series on a fixed scale.", + "", + "", + "This is a pun on the word \"incremental\". Incremental means adding by one. It has the word \"mental\" in it, and this guy is mental because he can't stop adding up and it made him go crazy." + ], + "Joke keywords": [ + [ + "mathematician", + "couldn' t stop adding up", + "went", + "incremental" + ], + [ + "mathematician", + "adding", + "incremental" + ], + [ + "" + ], + [ + "" + ], + [ + "mathematician that couldn' t stop adding up", + "incremental" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1674", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Korea' sounds similar to 'career'. Seoul is a city in South Korea. It may be a good career move--good for their job--to move to Seoul, Korea.", + "seoul is in korea ", + "korea sounds like career ", + "This is a cheap pun wherein \"Korea\" - the country in which Seoul is located - sounds like \"career\".", + "This is a pun on the word Korea. Seoul is a city in Korea, and Korea sounds kind of like career, so they're making a career move by moving to Korea." + ], + "Joke keywords": [ + [ + "moving", + "Seoul", + "good Korea move" + ], + [ + "seoul", + "korea" + ], + [ + "Seoul", + "Korea" + ], + [ + "moving", + "Seoul", + "Korea move" + ], + [ + "moving to Seoul", + "Korea move" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_251", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 4, + 0 + ], + "Natural language explanation": [ + "", + "", + "Wilde sounds like wild ", + "This joke uses a double pun. The first one is the title of the play, with 'Earnest' being both an adjective and a traditional male name (spelled E-R-N-E-S-T). The play was written by a man named Oscar Wilde, who had the wild idea to pen it.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "pun", + "Wilde" + ], + [ + "pun", + "\"The Importance of Being Earnest\"", + "Wilde idea" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1468", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + "", + 1 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. To become 'testy' is to be irritable or angered easily. 'Testy' sounds similar to 'testicles' which are the male genitalia found in the groin area.", + "", + "testy sounds like testi ", + "", + "" + ], + "Joke keywords": [ + [ + "groin", + "injury", + "became", + "testy" + ], + [ + "" + ], + [ + "groin injury", + "testy" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1033", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "assay sounds like say ", + "It's not common knowledge that 'assay' means 'to determine the quality of a metal'.", + "This is a pun on the word \"assay\". Assay is the testing of a substance such as gold to determine its ingredients and quality. It sounds kind of like \"say\"." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "gold", + "assay" + ], + [ + "piece of gold", + "what to assay" + ], + [ + "gold", + "assay" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_645", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "rats making creeking and a creek is found near the river ", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the word \"creek\". Creeks are like rivers and this joke is about river rats. Creek sounds like creak which means to show weakness or frailty under strain, as someone who is old and dying might do." + ], + "Joke keywords": [ + [ + "" + ], + [ + "river", + "rats", + "creek" + ], + [ + "" + ], + [ + "" + ], + [ + "RIVER RATS", + "die", + "creek" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_762", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on viewpoints. A viewpoint is the location at which you view something. A viewpoint is also how you think about something. Astronomers have private viewpoints because they look through a telescope and only one person can look through a telescope at a time. The joke says that astronomers have thoughts, or viewpoints, that they do not share with others and keep private." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Astronomers", + "private viewpoints" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_480", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Caw' is the noise a crow makes, and the word sounds like 'call'. A collect call is when one makes a phone call reversing the charges.", + "caw sounds like call but also means the harsh cry of a crow ", + "caw sounds like call ", + "Crows communicate with cawing sounds, and 'collect caw' is a pun on 'collect call'.", + "This is a pun on \"caw\", which is the sound that crows make. It sounds like \"call\", and the crow is making a collect call." + ], + "Joke keywords": [ + [ + "crow", + "telephone booth", + "no money", + "collect caw" + ], + [ + "crow", + "caw", + "telephone" + ], + [ + "crow", + "caw" + ], + [ + "crow", + "telephone both", + "no money", + "collect caw" + ], + [ + "crow in a telephone booth", + "collect caw" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1569", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. The phrase said is typically 'I'm too young to die' where 'die' means death, the end of life. 'Dye' which sounds identical was used instead, and means staining colors into cloth.", + "you dye cloth to change its appaerance ", + "dye sounds like die ", + "dye' means 'to color cloth' and serves as a pun on 'too young to die', but since we don't have the context for the statement it's not funny.", + "This is a pun on how cloth makers dye cloth and dye sounds like die." + ], + "Joke keywords": [ + [ + "cloth maker' s daughter", + "too young to dye" + ], + [ + "cloth", + "dye" + ], + [ + "cloth", + "dye" + ], + [ + "cloth maker's daughter", + "too young to dye" + ], + [ + "cloth maker' s daughter", + "too young to dye" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2110", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. The phrase 'drop over' can mean 'visit'. 'Drop over' can also mean physically dropping or falling off a ledge, and this person lives on a cliff, a very big ledge.", + "cliffs can fall and people can drop into it ", + "drop over can mean visit or it can mean fall off the edge ", + "To 'drop over' means 'to visit', and acts a dark pun on dropping off the cliff.", + "This is a pun on the word \"drop\". You can drop over, or fall over, a cliff. You can drop over, or pay a visit to, your friend's house. " + ], + "Joke keywords": [ + [ + "friend", + "lives by", + "cliff", + "always", + "telling me", + "drop over" + ], + [ + "cliffs", + "drop" + ], + [ + "cliff", + "drop over" + ], + [ + "friend", + "cliff", + "drop over" + ], + [ + "lives by a cliff", + "drop over" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1629", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. To 'wind down' something can mean to physically wind the gears or mechanisms in a device, such as a clock or watch. 'Wind down' can also mean to settle and relax or retire from something.", + "with watches you need to wind them so they are working propperly ", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on how watchmakers wind watches and to wind down means to slow down or come to an end, kind of like death." + ], + "Joke keywords": [ + [ + "WATCHMAKERS", + "die", + "wind down" + ], + [ + "watchmakers", + "wind" + ], + [ + "" + ], + [ + "OLD WATCHMAKERS", + "die", + "wind down" + ], + [ + "WATCHMAKERS", + "die", + "wind down" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1273", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "rome sounds like roam you need to roam on a road ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "rome", + "roads" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2068", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A pointer is a stick used to point at something on a board in a class, lecture, or meeting. Something being 'pointless' means it has no purpose or meaning.", + "pointers help with making something importantif you dont have it its no use ", + "pointless can mean to be without a pointer or it can mean has no purpose ", + "This pun is too cheap to be funny. A thing can be pointless because it's not worth people's time, or be literally without a pointer.", + "This is a pun on pointless. Pointless can mean when something has no purpose. The word sounds like what happens when you do not have a pointer." + ], + "Joke keywords": [ + [ + "professor", + "without", + "pointer", + "lecture", + "pointless" + ], + [ + "pointers", + "professor", + "pointless" + ], + [ + "pointer", + "pointless" + ], + [ + "pointer", + "lecture", + "pointless" + ], + [ + "professor without a pointer", + "lecture is pointless" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1614", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Caesars' sounds like 'scissors' and a warning a parent might give to their child is 'don't run with scissors'. Brutus was a Roman general, one of the conspirators in Shakespeare's Julius Caesar, which was about the real life Roman emperor.", + "", + "ceasers sounds like scissors ", + "Brutus was a senator under Julius Caesar's rule, and 'Caesars' in a pun on 'scissors'. It's common to warn little kids against running with scissors.", + "This is a pun on the word \"Caesars\". Brutus was an assassin of Julius Caesar. Caesar sounds like scissors." + ], + "Joke keywords": [ + [ + "Brutus' mother", + "cautioned", + "not to", + "run with Caesars" + ], + [ + "" + ], + [ + "Brutus'", + "Caesars" + ], + [ + "young boy", + "Brutus' mother", + "run with Caesars" + ], + [ + "Brutus' mother", + "run with Caesars" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_657", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A 'rational' number in mathematics is a number that can be a quotient of two integers with no repeating decimal. Being 'rational' or speaking 'rationally' means to do so calmly and by thinking things through.", + "integers and rationally are terms used in the same matter ", + "", + "This is the rare joke in which the way Tom said something actually made sense in context. (You go Tom!) He said it in a reasonable tone, and 'rationally' is a play on rational numbers, or integers.", + "This is a pun on rationally. A rational number is the quotient of two integers." + ], + "Joke keywords": [ + [ + "quotient of two integers", + "said", + "rationally" + ], + [ + "integers", + "rationally" + ], + [ + "" + ], + [ + "integers", + "rationally" + ], + [ + "quotient of two integers", + "rationally" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_159", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Another name for an inn is a hostel. 'Hostel' sounds like 'hostile' which means mean, violent, or attacking.", + "hostel is a place you can stay at over night like a inn ", + "hostle sounds like hostile ", + "A hostel is a type of low-budget inn, and it's a play on 'hostile', or unfriendly.", + "This is a pun on the word hostel, which is like an inn, sounding like hostile." + ], + "Joke keywords": [ + [ + "workers", + "inn", + "unfriendly", + "create", + "hostel environment" + ], + [ + "hostel", + "inn" + ], + [ + "inn", + "hostel" + ], + [ + "workers", + "inn", + "unfriendly", + "hostel" + ], + [ + "workers at that inn", + "unfriendly", + "hostel" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1172", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "I think the joke is that Pavlov is drooling similar to how the dog in the \"Pavlov's Dog\" experiment would drool when given a stimuli related to receiving treats.", + "", + "", + "This joke would be funnier if we knew what thought Pavlov was drooling about. It's a play on the drooling dogs that Pavlov, a behavioral scientist, was famous for conditioning to associate a ringing bell with incoming food.", + "This is a pun on how Pavlov did a study using a dog and dogs drool." + ], + "Joke keywords": [ + [ + "Pavlov", + "drooling at the thought" + ], + [ + "" + ], + [ + "" + ], + [ + "Pavlov", + "drooling", + "thought" + ], + [ + "Pavlov", + "drooling" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2027", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "outlook is a email service that you can receive and send mail ", + "outlook can mean a way of seeing things or it can mean the email app ", + "This jokefalls flat. It's supposed to be a pun on Outlook emails that are sent but not received.", + "This is a pun on Outlook being an application to send and recieve email." + ], + "Joke keywords": [ + [ + "" + ], + [ + "outlook", + "sent", + "received" + ], + [ + "Outlook", + "sent", + "received" + ], + [ + "Outlook", + "sent", + "not received" + ], + [ + "Outlook", + "sent but not received" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1557", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. Saying 'how waffle' sounds similar to saying 'how awful'. A waffle is a similar breakfast item to a pancake.", + "waffle and pancakes are similar breakfast food but texture iis different ", + "waffle sounds like awful ", + "Waffles often compete against pancakes for most delicious breakfast food, and here it's a pun on 'how awful'.", + "This is a pun on how pancakes are like waffles in that they are both breakfast foods and waffle sounds like awful." + ], + "Joke keywords": [ + [ + "ate", + "twenty", + "pancakes", + "How waffle" + ], + [ + "waffle", + "pancakes" + ], + [ + "pancakes", + "waffle" + ], + [ + "twenty pancakes", + "breakfast", + "how waffle" + ], + [ + "ate twenty pancakes", + "waffle" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_870", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "It's not common knowledge that an 'adze' is a bladed cutting tool. That's why the pun falls flat, like a tree that's just been cut down with a blade :/.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "axe-like tools", + "adze", + "confusion" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_346", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 3, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. To say someone is 'in stitches' can mean that they were laughing a lot. Surgeons close the cuts they make with stitches.", + "surgeons needs to stich people when doing surgery ", + "sutures is another word for stitches ", + "To have someone 'in stitches' means that they're laughing really hard at your joke. It's also a play on the stitches surgeons provide to injured patients.", + "" + ], + "Joke keywords": [ + [ + "Two surgeons", + "joking", + "about", + "sutures", + "in stitches" + ], + [ + "surgeons", + "stitches" + ], + [ + "sutures", + "stitches" + ], + [ + "surgeons", + "sutures", + "in stitches" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2138", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The noise an analog watch makes as the hand moves is often referred to as a 'tick'. A 'tick' can also be a bug that bites and sucks blood from people and animals.", + "watches make ticking noises but in this case means bugs ", + "ticks can be a type of bug or it can mean the ticking of a watch ", + "This guy is Zoolander-level stupid! 'ticks' could refer to the ticking of the second hand on the watch, or be a pun on 'tics', or bugs that bite skin in the absence of repellant (bug spray).", + "This is a pun on how ticks are bugs and clocks go tick tok." + ], + "Joke keywords": [ + [ + "bug spray", + "watch", + "get rid of", + "ticks" + ], + [ + "bug spray", + "ticks", + "watch" + ], + [ + "bug spray", + "ticks" + ], + [ + "bug spray", + "watch", + "ticks" + ], + [ + "bug spray on his watch", + "ticks" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_274", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Sometimes drooling or dripping saliva can be called 'dribbling'. To dribble in basketball is to bound the ball off the ground and keep control of it.", + "basketball players dribble the ball ", + "dribble can also mean drool ", + "Ewww! 'dribble' here could refer to the tapping of a basketball against the court, or the dribbling of saliva on the ground. NOT funny.", + "This is a pun on how dribble is saliva and you dribble a basketball in basketball." + ], + "Joke keywords": [ + [ + "basketball player", + "couldn' t control", + "saliva", + "could sure dribble" + ], + [ + "basketball", + "saliva", + "dribble" + ], + [ + "saliva", + "dribble" + ], + [ + "basketball player", + "control his saliva", + "dribble" + ], + [ + "basketball player", + "saliva", + "dribble" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_160", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1246", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. Gardeners may grow vegetables in their garden. To 'vegetate' could mean to be in a ", + "gardeners deals with plants and plants live or spend a period of time in a dull, inactive, unchallenging way.", + "", + "These Old professions jokes rarely work because the puns are not metaphors for dying.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "gerdeners", + "vegetate" + ], + [ + "" + ], + [ + "Old gardeners", + "die", + "vegetate" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_306", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 1, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. When a riding animal breaks a leg and cannot walk, they are called 'lame'. Doing something 'lamely' also means in an 'uncool' way.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "broken my leg", + "reported", + "lamely" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1300", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on how sentences can mean the punishment a judge orders for a criminal." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD JUDGES", + "die", + "slur their sentences" + ], + [ + "JUDGES", + "die", + "slur their sentences" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_834", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A 'crown' in dentistry is a cap to go on top of damaged teeth. Another typical use of 'crown' is for the regal headwear that royalty is known for wearing.", + "crowns are something you deal with as a dentist that deals with teeths ", + "a crown can be a tooth repair or a hat signifying royalty ", + "A crown is a metal fixture installed on a tooth, as well as an indicator of royal status.", + "This is a pun on how dentists put crowns on your teeth and kings have crowns." + ], + "Joke keywords": [ + [ + "called him", + "king of", + "dentists", + "specialized in", + "crowns" + ], + [ + "dentists", + "crowns" + ], + [ + "king", + "crowns" + ], + [ + "king of the dentists", + "specialized", + "crowns" + ], + [ + "king of the dentists", + "crowns" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1476", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Getting 'roped' into something means to pulled in by someone through persuasion or basically forced to do something. In a rodeo, horse riders use a rope lasso to rope in animals such as bulls.", + "they use a rope in the rodeo ", + "", + "To get 'roped into' something means being recruited for it in spite of not wanting to do it. It's also a pun on the ropes used on animals at a rodeo.", + "This is a pun on how people in a rodeo use a rope to wrangle in a bull." + ], + "Joke keywords": [ + [ + "didn' t want", + "volunteer", + "rodeo", + "roped into it" + ], + [ + "rodeo", + "roped" + ], + [ + "" + ], + [ + "didn't want", + "volunteer", + "rodeo", + "roped into it" + ], + [ + "rodeo", + "roped into it" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_497", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Wet concrete needs to dry before it hardens, and anything pressed into it would leave an impression or indent in the shape. The phrase 'leaving a bad impression' generally is used to mean not behaving in an appropriate or respectable manner when meeting someone for the first time.", + "impressions are made if you touch wet cemement and let it dry ", + "impression can mean how people see you and it can mean a literal impression in the cement ", + "He probably left a negative impression on witnesses, and also literally left an unattractive impression of himself in the concrete.", + "This is a pun on how when you press into wet concrete it creates a permanent impression when it dries." + ], + "Joke keywords": [ + [ + "fell in", + "wet concrete", + "left a bad impression" + ], + [ + "concrete", + "impression" + ], + [ + "wet concrete", + "bad impression" + ], + [ + "fell", + "wet concrete", + "bad impression" + ], + [ + "fell in the wet concrete", + "bad impression" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_138", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Pitch' can refer to the throwing of the baseball by the pitcher in the sport of baseball. 'Pitch' can also mean the tone of a one's singing.", + "pitch is a baseball term but also in music ", + "pitch can mean throwing the ball or it can mean the musical notes ", + "A pitch could refer to a sung note or a baseball throw.", + "This is a pun on how singers sing in a pitch and baseball players throw pitches." + ], + "Joke keywords": [ + [ + "sing", + "while playing", + "baseball", + "won' t get a good pitch" + ], + [ + "baseball", + "pitch" + ], + [ + "sing", + "pitch" + ], + [ + "sing", + "baseball", + "good pitch" + ], + [ + "sing while playing baseball", + "pitch" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_235", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Lute' is a musical instrument. 'Lute' sounds identical to 'loot' which means valuables, or treasure that was taken.", + "A lute is any plucked string instrument with a neck and a deep round back enclosing a hollow cavity, usually with a sound hole or opening in the body.", + "lute sounds like loot ", + "This joke works better when spoken. A lute is a musical instrument, while loot is a cache of stolen items.", + "This is a pun on how lute, a musical instrument, sounds like loot, which means a collection of things you stole." + ], + "Joke keywords": [ + [ + "thief", + "broke into", + "music store", + "stole", + "lute" + ], + [ + "music", + "lute" + ], + [ + "thief", + "lute" + ], + [ + "thief", + "music store", + "lute" + ], + [ + "thief", + "music store", + "lute" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_93", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Branch manager' is a management position of employment. 'Branch manager' could also be twisted to mean a manager of tree branches, as chainsaws are typically used to saw trees.", + "branches are found in trees and you use chainsaws on trees ", + "branch can mean a tree branch or it can mean that branch of an office ", + "A branch manager is someone that manages a part of an organization, but here he's literally managing tree branches with his chainsaw.", + "This is a pun on how chainsaws are used to cut tree branches, and companies have branches." + ], + "Joke keywords": [ + [ + "became", + "good with", + "chainsaw", + "promoted to", + "branch manager" + ], + [ + "branch manager", + "chainsaw", + "" + ], + [ + "chainsaw", + "branch" + ], + [ + "good", + "chainsaw", + "branch manager" + ], + [ + "chainsaw", + "branch manager" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_496", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Magicians perform illusions on stage. Being haughty would mean one has 'illusions of grandeur', meaning they believe that they are greater than they actually are.", + "", + "", + "If someone has 'illusions of grandeur', it means they have ideas of how they can become great that exceed their abilities. In this case, the magician literally has/conjures illusions of grandeur through magic tricks.", + "This is a pun on the word \"delusions\" in \"delusions of grandeur\". \"Illusions\" sounds like \"delusions\". Magicians create illusions." + ], + "Joke keywords": [ + [ + "haughty", + "magician", + "illusions of grandeur" + ], + [ + "" + ], + [ + "" + ], + [ + "haughty magician", + "illusions of grandeur" + ], + [ + "haughty magician", + "illusions of grandeur" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1032", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Guessed' sounds like 'guest'. A host is the person who arranges and invites people for an event, while a guest is one who attends the event.", + "", + "", + "A weak pun. 'guessed' is a play on 'guest': the opposite of a host.", + "This is a pun on the word \"guessed\". It sounds like \"guest\" and Tom must be a guest if he has a host." + ], + "Joke keywords": [ + [ + "host", + "guessed" + ], + [ + "" + ], + [ + "" + ], + [ + "must be", + "host", + "guessed" + ], + [ + "host", + "guessed" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2107", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "", + "nurses uses needles on people", + "needling can mean annoying or it can mean using a literal needle ", + "To 'needle' someone is to annoy them in triffling, petty ways. It's also a play on the needles nurses use on patients.", + "This is a pun on the word \"needling\". They're having a bad day so they pester, or needle, people. Part of a nurse's job includes inserting needles into a patient's skin." + ], + "Joke keywords": [ + [ + "" + ], + [ + "nurses", + "needling" + ], + [ + "nurses", + "needling" + ], + [ + "nurses", + "bad day", + "needling people" + ], + [ + "nurses have a bad day", + "needling" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_279", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "To 'wax eloquent' means to go on and on about how fancy and graceful something is. It's also a play on the wax that comprises candles.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "speech", + "candlelight", + "wax eloquent" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_691", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A 'jerky' ride would be a bumpy ride, or a ride that involves swerving and quick turns. 'Jerky' is also a type of dried meat snack.", + "beef can become to jerky when dried out ", + "", + "The ride itself was bumpy and the truck was transporting jerky: a kind of meat cooked and treated to be eaten dry.", + "This is a pun on the word jerky. Jerky is a type of meat." + ], + "Joke keywords": [ + [ + "meat", + "truck", + "long time", + "to deliver", + "Jerky ride" + ], + [ + "meat truck", + "jerky" + ], + [ + "" + ], + [ + "meat truck", + "long time", + "Jerky ride" + ], + [ + "meat truck", + "Jerky" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_176", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "your're deleting the message to see the next message ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "", + "", + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1938", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Massage therapists have to physically touch their customers to give a massage. 'A touch of style' is a saying that means a stylish addition or flair.", + "message therapist normally are rubbing and touching people ", + "touch can mean literal touch ot it can mean a way of doing things ", + "This joke implies clumsily that massage therapists have no style.", + "This is a pun on the word \"touch\". Massage therapists touch your back." + ], + "Joke keywords": [ + [ + "Massage therapists", + "touch of style" + ], + [ + "message", + "therapist", + "touch" + ], + [ + "Massage", + "touch" + ], + [ + "Massage therapists", + "touch of style" + ], + [ + "Massage therapists", + "touch" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1873", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A 'cell' is another word for a prison. A 'cell' is also the name of the microscopic units that make up the bodies of living creatures.", + "", + "cells can mean a jail cell or a biological cell ", + "", + "This is a pun on the word cells. Prisons have cells." + ], + "Joke keywords": [ + [ + "believed", + "my body", + "a prison", + "biology", + "learnt", + "made of cells" + ], + [ + "" + ], + [ + "prison", + "cells" + ], + [ + "" + ], + [ + "body was a prison", + "cells" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_655", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 3, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A 'phobia' is a fear that one has about a specific thing. The person 'feared' that the book wouldn't help them.", + "A phobia is a type of anxiety disorder defined by a persistent and excessive fear of an object or situation. ", + "", + "", + "This is a pun on \"afraid\". A phobia is a fear of something specific." + ], + "Joke keywords": [ + [ + "going to", + "buy", + "book", + "phobias", + "afraid", + "wouldn' t help me" + ], + [ + "phobia", + "afraid" + ], + [ + "" + ], + [ + "" + ], + [ + "phobias", + "afraid" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_690", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Boxers practice in a place called a gym typically, and the person's name is Jim.", + "", + "", + "Another cheap name pun. Jim is a male name and the gymnasium, or gym, is where boxers train.", + "This is a pun on the word \"Jim\". \"Jim\" sounds like gym and boxers train in a gym." + ], + "Joke keywords": [ + [ + "Jim", + "train", + "boxers" + ], + [ + "" + ], + [ + "" + ], + [ + "Jim", + "train boxers" + ], + [ + "My name is Jim I train boxers" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1296", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Adding a 'highlight' to one's day means adding something to look forward to during the day, or something that makes the day a bit happier for them. Accenting text with a colored marker is called 'highlighting' it.", + "highlighters are markers you mark the book with which are usually bright and colorful ", + "A highlighter is a type of colored marker and highlight can also mean a good thing ", + "A highlight in one's day is an emotional high point; a highlighter is a kind of colored marker.", + "This is a pun on the word \"highlight\" and how when you mark text with colored markers it's called highlighting." + ], + "Joke keywords": [ + [ + "Students", + "accent", + "textbooks", + "color markers", + "highlight to their day" + ], + [ + "accent", + "textbook", + "color markers" + ], + [ + "textbooks", + "highlight" + ], + [ + "color markers", + "highlight to their day" + ], + [ + "Students who accent their textbooks with color markers add a real highlight to their day." + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_261", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Fissure' sounds like 'fisher', where a fissure is a narrow chasm, and a fisher is one who practices catching fish.", + "", + "fissure sounds like fisher ", + "A fissure is a rip or a tear - wherever something is suddenly discontinued - and a play on 'fisher'.", + "This is a pun on \"fissure\". A \"fissure\" is a long, narrow opening made by cracking or splitting, as the river is. It sounds like the word \"fisher\" which is what the angler is." + ], + "Joke keywords": [ + [ + "angler", + "instructed", + "pupils", + "cast", + "lines", + "river runs", + "narrow chasms", + "called him", + "fissure King" + ], + [ + "" + ], + [ + "chasms", + "fissure" + ], + [ + "champion angler", + "lines", + "narrow chasms", + "fissue king" + ], + [ + "angler", + "river runs through narrow chasms", + "fissure" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1590", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. To say something 'oddly' is to say it in a strange way. The 'odds' of a bet determine the payout of a bet, and generally is set to favor the more likely outcome.", + "17 and 1 are odd numbers ", + "", + "It was unexpected that Tom would say that he said, making it weird, or \"odd\". 'odd' is also a refernce to both the odd numbers - 17 and 1 - and the chances of the horse winning.", + "This is a pun on the word oddly, which sounds like odd. Tom had just stated the odds of the horse on winning." + ], + "Joke keywords": [ + [ + "horse", + "bet", + "17 to 1", + "said", + "oddly" + ], + [ + "horse", + "bet", + "17 to 1" + ], + [ + "" + ], + [ + "good bet", + "17 to 1", + "oddly" + ], + [ + "horse", + "good bet at 17 to 1", + "oddly" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1952", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. The phrase 'just taking up space' means to be wasting a spot by being there when it doesn't matter to that person, or there would be nothing gained from it. Astronomy is the study of space.", + "astronomy deals with space ", + "space can mean a place or it can mean outer space ", + "This person wouldn't have been a very good astronomy student, they'd just be taking up space in the lecture hall. 'taking up space' is also a reference to what astronomical bodies do in outer space.", + "This is a pun on \"space\". Astronomers study space. Their presence in the classroom takes up physical space. " + ], + "Joke keywords": [ + [ + "thought about", + "studying", + "astronomy", + "just", + "taking up space" + ], + [ + "astronomy", + "space" + ], + [ + "astronomy", + "space" + ], + [ + "studyying astronomy", + "just be taking up space" + ], + [ + "studying astronomy for university", + "taking up space" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_990", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A beagle is a breed of dog. To 'dogmatize' something is to represent it as an incontrovertible truth.", + "beagles are a type of dog type", + "", + "Who would preach about loving beagles? This joke makes no sense as written.", + "This is a pun on the word \"dogmatized\", which has the word \"dog\" in it, and beagles are dogs." + ], + "Joke keywords": [ + [ + "beagles", + "dogmatized" + ], + [ + "beagles", + "dogmatized" + ], + [ + "" + ], + [ + "beagles", + "dogmatized" + ], + [ + "beagles", + "dogmatized" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1700", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. 'Hertz' is a unit of measurement for the frequency of electricity, equal to one cycle per second. 'Hertz' sounds like 'hurts' which means painful.", + "hertz is a computer term ", + "hertz sounds like hurts ", + "hertz' is a measurement of electrical transmission, and a pun on 'hurts'.", + "" + ], + "Joke keywords": [ + [ + "computer", + "so slow", + "it hertz" + ], + [ + "computer", + "hertz" + ], + [ + "computer", + "hertz" + ], + [ + "computer", + "slow", + "hertz" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "het_788", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Tock' sounds like 'talk' which would have made the phrase 'the talk of the town', meaning a very popular topic of discussion. 'Tock' comes from the noise 'tick tock' which many use to describe the sound of a clock.", + "tock sounds like talk in this case tock is a sound from a clock ", + "Tock sounds like talk, as in talk of the town. Tock is referring to tick tock as in the sound a lock makes.", + "Clocks make a 'tock'ing sound, and it's used as a pun here on 'talk of the town'.", + "This is a pun on the word \"tock\". Clocks go tick tock and tock sounds like talk." + ], + "Joke keywords": [ + [ + "new clock", + "tock of the town" + ], + [ + "clock", + "tock" + ], + [ + "big new clock", + "tock of the town" + ], + [ + "new clock", + "city hall", + "tock of the town" + ], + [ + "big new clock", + "tock of the town" + ] + ], + "Annotator_IDs": [ + 6, + 0, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1602", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_854", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The speaker is saying here is how things will go, but the use of run also alludes to the running during the meet", + "A running track is a rubberized, running surface for track and field athletics. Competitive running races are run on it. A track meet is a meet where people race against each other on the track. How something is \"going to run\" means how something will proceed. It's clever that \"going to run\" was used for \"going to proceed\" because it has the word run in it, and a track meet is the subject discussed. The joke is playing on the word \"run\" and its different meanings.", + "Track & Field is the umbrella term for sports that involve just running; long, short, endurance, etc. Going to run is a colloquialism for how a meeting would be handled. ", + "This is a play on words. The phrase \"supposed to run\" indicates how something is planned to go but 'run\" also means to move really fast on one's feet, as one does at a track meet.", + "track usually deals with running " + ], + "Joke keywords": [ + [ + "track", + "run" + ], + [ + "track meet", + "going to run" + ], + [ + "track meet", + "run" + ], + [ + "track meet", + "run" + ], + [ + "track", + "run" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_70", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "Vines snap (break) at the slightest wind, but the jokester is saying they snap (get angry)", + "To be short-tempered is to be someone that gets easily angered. To snap at something means to quickly take an angry tone with someone. To snap can also mean to break suddenly. The word snap fits the vine in both ways. The vine is personified as being short-tempered, but it can also be physically snapped, or broken by the wind. This joke is a play on the word snap and its different meanings.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "vines" + ], + [ + "vines", + "short-tempered", + "snap" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_940", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 3, + 3, + 3 + ], + "Natural language explanation": [ + "A play on \"figment of imagination,\" where pigment replaces figment as pigments are colors", + "\"Pigment of their imagination\" sounds close to the common saying \"figment of their imagination\". If something is a figment of your imaginaion, then that something was imagined. Pigment refers to the color of something. Artists are people that create paintings, drawings, sculputors or pieces using extensive colors, or pigments. The word \"pigment\" was used in place of \"figment\" when discussing an artist dreaming in color. Color refers to pigment. This joke is a play on the word pigment.", + "Pigments are non-soluble materials often used in painting, and pigment sounds like figment, which is something that is not real but someone believes it is.", + "This is a play on words. A \"figment of one's imagination\" is something imagined or not real. However, \"figment\" sounds like \"pigment\" meaning a colored material used in art.", + "pigment means the natural colors but also sounds like figment " + ], + "Joke keywords": [ + [ + "artists" + ], + [ + "artists", + "color", + "pigment" + ], + [ + "artists", + "colors", + "pigments" + ], + [ + "dream", + "color", + "pigment", + "imagination" + ], + [ + "artists", + "pigment", + "color" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1665", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Pilots land planes on their job", + "\"Landing a job\" means to successfully acquire employment. A pilot is someone that operates an aircraft. A pilot is responsible for the safety of the passengers on the plane that they are operating. \"Landing a plane\" means getting a plane back to the ground; this is a job that the pilot is responsible for. The word \"plane\" was replaced by job, so the quote became \"great at landing a job\" instead of \"great at landing a plane\". The joke is circled around terms heard in aviation and \"landing a job\". ", + "Pilots fly planes, and planes eventually come down to the ground, or land. Landing a job is a colloquialism for being hired for a job.", + "This is a play on words. To \"land\" a job means to successfully get the job but to \"land\" a plane means to return a plane to the ground after a flight, as pilots do.", + "pilots land planes for a their job " + ], + "Joke keywords": [ + [ + "pilot" + ], + [ + "pilot", + "work", + "landing a job" + ], + [ + "pilot", + "work", + "landing a job" + ], + [ + "pilot", + "landing a job" + ], + [ + "pilot", + "work", + "landing", + "job" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_802", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "A hosta is a type of plant, which can be found in a nursery. It's usage here is a play on the phrase \"hostile environment\"", + "The joke is talking about a garden club finding themselves in a hosta environment. A hosta is a type of eastern Asian plant. A garden is a piece of ground used to grow plants; hostas can be grown in gardens. A \"hosta environment\" sounds like \"hostile environment\". Hostile means unfriendly or threatening. \"Hosta environment\" can be taken literally, as in being surrounded by hosta plants. Since \"hosta environment\" sounds like \"hostile environment\" the joke could be understood as the environment is unfriendly. This joke is centered around the word \"hosta\" and how it sounds like \"hostile\" which is generating different understandings.", + "", + "This is a play on words. The word \"hostile\" means unfriendly or antagonistic but sounds like \"hosta\" which is a type of plant.", + "" + ], + "Joke keywords": [ + [ + "garden club", + "nursery", + "hosta" + ], + [ + "garden club", + "nursery", + "hosta environment" + ], + [ + "" + ], + [ + "garden club", + "hosta environment" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_535", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Lice, a type of bug like fleas and ticks, is used here as a play on the word \"lies\"", + "A flea is a type of insect that feeds on the blood of mammals. A tick is a type of parasitic bug that also feeds on blood. Lice is the plural of louse, a type of parasitic insect that feed on blood. Lice kind of sounds like \"lies\". The word \"lice\" was used to replace \"lies\" as a joke because the joke is talking about insects that feed on blood. This joke is playing on the word lice.", + "Fleas, ticks, and lice are all parasites that feed on warm-blooded hosts. Lice sounds like lies, which are deceptions.", + "This is a play on words. The word \"lies\" means untrue statements but \"lies\" sounds like \"lice\" which are parasitic insects, such as fleas or ticks, who live on the skin of other animals", + "lice sounds like lie which is also similar to ticks and fleas " + ], + "Joke keywords": [ + [ + "lice" + ], + [ + "fleas", + "ticks", + "lice" + ], + [ + "don't believe", + "fleas", + "ticks", + "lice" + ], + [ + "fleas", + "ticks", + "all lice" + ], + [ + "lice", + "fleas", + "ticks" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_478", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "Pay attention is a turn of phrase. Here, the speaker is joking that this isn't even something they could afford", + "To \"pay attention\" is to give attention to someone by watching and/or listening to them. To \"pay someone\" is to give that someone money for work done, or goods received. The joke is talking about someone that is poor. A poor person is someone that often lacks sufficient money to purchase goods or services. \"We were so poor... we couldn't even afford to pay attention.\" The joke is playing on the word \"pay\" and its different meanings and uses.", + "", + "This is a play on words. The phrase \"pay attention\" means to concentrate on something but \"pay\" also means to purchase something, which is difficult when you're poor.", + "paying is when you have money in this case they dont have money " + ], + "Joke keywords": [ + [ + "poor", + "pay attention" + ], + [ + "poor", + "afford", + "pay attention" + ], + [ + "" + ], + [ + "poor", + "afford", + "pay attention" + ], + [ + "poor", + "pay attention", + "afford" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_250", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "", + "\"Spade away\" sounds close to \"fade away\". To fade away means to gradually grow faint and disappear. A spade is tool with sharp edges and a long handle that is used to dig up dirt. The job of a gravedigger is to dig graves, which means to dig up dirt in order to create that grave. The tool used to dig a grave can be a spade. The joke is playing on a gravedigger's \"spade\" which they used to replace the word \"fade\" so that \"fade away\" turned into \"spade away\". ", + "Grave diggers use shovels, the end of which is a called a spade. Spade rhyme with fade, which means to wither or lose color.", + "This is a play on words. The phrase \"fade away\" means to grow faint and disappear. However, \"fade\" sounds like \"spade\" meaning a type of shovel used for digging graves.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "gravediggers", + "spade away" + ], + [ + "gravedigger", + "die", + "fade" + ], + [ + "GRAVEDIGGERS", + "die", + "spade away" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_650", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Moonshine is a type of alcoholic beverage illegally produced. A moonshiner is someone that makes moonshine. The person in the joke is saying that they \"still\" love the moonshiner's daughter. The word \"still\" can be seen in \"distilled\". A \"distilled beverage\" is an alcoholic beverage. This joke is playing on the word \"still\". ", + "", + "This is a play on words. The phrase \"love her still\" means to love someone anyway or despite aforementioned conditions. However, a \"still\" is also a distiller designed for making moonshine.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "moonshiner's daughter", + "love her still" + ], + [ + "" + ], + [ + "Moonshiner' s daughter", + "love her still" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_433", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The word vegetable has different meanings. Vegetable can refer to a type of edible plant that are consumed by humans or other animals as food. Farmers grow and harvest vegetables. A vegetable can also refer to a person who is incapable of normal mental or physical activity, and references brain damage. The joke is making the connection between farmers and vegetable, and the different meanings of vegetable.", + "", + "This is a play on words. The word \"vegetable\" means a person who's severely impaired but a \"vegetable\" is also a plant eaten as food and commonly grown on farms.", + "farmers deals with vegetables when farming " + ], + "Joke keywords": [ + [ + "" + ], + [ + "farmers", + "never die", + "vegetables" + ], + [ + "" + ], + [ + "FARMERS", + "die", + "vegetables" + ], + [ + "farmers", + "vegetables" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1694", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "A trumpet is a wind instrument, meaning you have to physiclly blow into it", + "The term \"blew it\" can mean that someone failed at something. \"Blew it\" can also be taken in the literal sense, meaning someone expelled air through their lips into or through something. A trumpet is an instrument that only produces sound if air is blown into it. The joke is playing on the phrase \"blew it\" while referring to a trumpet player. ", + "trumpets are instruments which a player plays by blowing into. Blew it is a colloquialism for failing. ", + "This is a play on words. To \"blow it\" means to fail or waste an opportunity. But \"blow it\" also refers to how you blow air into a trumpet in order to play it.", + "people who play trumpets need to blow to make sound " + ], + "Joke keywords": [ + [ + "trumpet player" + ], + [ + "trumpet player", + "blew it" + ], + [ + "auditioned", + "trumpet player", + "blew it" + ], + [ + "auditioned", + "trumpet", + "blew it" + ], + [ + "trumpet", + "blew it" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1338", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1420", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2017", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "In the United States, the president has a group of people that he meets with on a frequent basis to help advise him. These people are members of the cabinet. The cabinet is a part of the executive branch of government. A cabinet can also refer to a cupboard with shelves in it for storing things. The joke is centered on the word \"cabinet\" and its different meanings. ", + "", + "This is a play on words. To \"go through your cabinet\" means to search through your cupboard for something. However, a \"cabinet\" is also the heads of department appointed by the President, meaning that instead of dying presidents live on through their heads of department.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "old presidents", + "never die", + "cabinets" + ], + [ + "" + ], + [ + "presidents", + "die", + "going through", + "cabinets" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1699", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Food going to waste means to not utilize it. Food going to waist means it'll add to your waistline.", + "Waste is a homophone of waist. Waste means refers to things discarded because they are no longer useful. A waist refers to the part of the human body below the ribs and above the hip. \"Food gonig to waste\" means food that gets thrown out. \"Food going to waist\" means food that makes someone gain extra weight, which can be seen around the person's waist. This joke is a play on the word \"waist\" and its homophone \"waste\".", + "", + "This is a play on words. To \"go to waste\" means for something to go unused but \"waste\" sounds like \"waist\" meaning part of the human body above the hips. Here, food \"going to waist\" refers to how eating too much food can \"go to a person's waist\" and cause them to gain weight.", + "waist sounds like waste " + ], + "Joke keywords": [ + [ + "food", + "waist" + ], + [ + "food", + "waist" + ], + [ + "" + ], + [ + "food", + "going to waist" + ], + [ + "people", + "waist" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1391", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "This is a play on the phrase \"do lunch,\" replacing lunch with \"launch,\" which astronauts do", + "\"Astronauts like to do launch\" sounds like \"astronauts like to do lunch\" which means astronauts like to take lunch. An astronaut is someone trained to travel in a spacecraft. \"Launch\" is the verb used to describe a spacecraft that is being set in motion to leave Earth and head into outerspace. The joke is centered around the word \"launch\" which kind of sounds like word \"lunch\" to describe what astronauts like to do.", + "", + "This is a play on words. To \"do lunch\" means to go out to eat a meal but \"lunch\" sounds like \"launch\" meaning the start of an astronaut's voyage into space.", + "astronauts launch into space " + ], + "Joke keywords": [ + [ + "astronauts", + "launch" + ], + [ + "astronauts", + "launch" + ], + [ + "" + ], + [ + "Astronauts", + "do launch" + ], + [ + "astronauts", + "launch" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_215", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "Manuel is the name of a person. \"Manuel\" sounds close to the word \"manual\" which is a book of instructions. The joke is that the person who writes instructions books has a name that sounds close to the word \"manual\". This joke is centered on the name \"Manuel\" and how it sounds like \"manual\".", + "Manuel is a common name that sounds like manual, which is a book or pamphlet of instructions. So Manuel writes manuals.", + "This is a play on words. The word \"Manuel\" is a common first name but a \"manual\" is an instruction guide explaining how to do something.", + "manuel sounds like manual which is another word for instruction book" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Manuel", + "instruction books" + ], + [ + "Manuel", + "instruction books." + ], + [ + "name", + "Manuel", + "instruction books" + ], + [ + "manuel", + "instruction", + "books" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1002", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "Weekly is a homophone of weakly. Weakly is a word that describes something that lacks strength or force. Weekly means occurring once a week. Tom visits his parents every Sunday, meaning Tom visits his parents weekly. The joke is centered on the word \"weakly\" since it sounds like \"weekly\" and that is how often Tom visits his parents.", + "Weakly, doing something without strength, sounds like weekly, or once every seven days. So he said \"I visit my parents weekly\" weakly.", + "This is a play on words. The word \"weakly\" means lacking strength or force but \"weakly\" sounds like \"weekly\" meaning something that occurs once every week, which is how frequently Tom visits his parents.", + "weakly sounds like weekly if he's visiting them every Sunday " + ], + "Joke keywords": [ + [ + "" + ], + [ + "visit", + "every Sunday", + "weakly" + ], + [ + "every Sunday", + "weakly" + ], + [ + "every Sunday", + "weakly" + ], + [ + "parents", + "Sunday", + "weakly" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_618", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "\"Sundays\" is a homophone of \"sundaes\". Sundays is the plural of Sunday, which is a day in the week. Sundaes is the plural of sundae which is a type of dessert involving ice cream. A sundae typically has dairy as a main ingredient. A Dairy Queen is a fast food chain that serves ice cream. Tom is saying that they are not a Dairy Queen, but they have \"great Sundays\" meaning their Sundays are fun filled, but \"great Sundays\" sounds like \"great sundaes\", so \"great ice cream\". This joke is playing on the word Sundays and its homophone sundaes. ", + "", + "This is a play on words. The word \"Sundays\"is referring to the last day of the week, but \"sundaes\" are ice cream desserts, like the ones sold at Dairy Queen.", + "sundaes sounds like Sunday " + ], + "Joke keywords": [ + [ + "" + ], + [ + "Dairy Queen", + "Great Sundays" + ], + [ + "" + ], + [ + "Dairy Queen", + "Sundays" + ], + [ + "dairy queen", + "Sunday" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1698", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "fire flame blazzes when theres fire that needs to go out " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "fireman's", + "blazes" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_301", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Baby hens are known as chicks. A chick flick is a movie targeted towards women", + "Baby chickens are called chicks. A hen is a female bird. A baby hen could be referred to as a chick. A \"flick\" means movie. A \"chick flick\" is a slang term meaning a movie that is geared towards women. \"Chick flick\" can be taken literally, as in the flick, or the movie, is about chicks, or baby hens. This joke is playing on the slang term \"chick flick\". ", + "A hen is a female chicken, a baby chicken is called a chick, and a chick flick is a colloquialism for a movie that's main target are women. So the chick flick is a chick flick", + "This is a play on words. A \"chick flick\" is a movie that appeals mainly to women but a \"chick\" is also a term for a baby bird. Here a movie about a baby hen is a \"chick flick\" because it's about a chick or baby bird.", + "baby hens are also called a chick " + ], + "Joke keywords": [ + [ + "baby hen", + "chick" + ], + [ + "movie", + "baby hen", + "chick flick" + ], + [ + "movie", + "baby hen", + "chick flick" + ], + [ + "movie", + "baby hen", + "chick flick" + ], + [ + "movie", + "baby hen", + "chick flick" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_133", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "", + "A baker is someone who bakes breads or cakes.\n\"Making lots of dough\" is an expression that means making lots of money. It could be understood literally, so a person \"making lots of dough\" could be referring to a person making lots of bakery dough, something used to make cakes. This joke is playing on the term \"making lots of dough\". ", + "Dough is being used to mean both the flour and water mixture that's baked into bread, and an informal term money. So as an old baker, they'll naturally retire, thus they won't make as much of either kind of dough.", + "This is a play on words. The phrase \"making lots of dough\" means making a lot of money. However, here \"making dough\" means literally making dough, as a baker would.", + "bakers makes dough but in this case means money " + ], + "Joke keywords": [ + [ + "" + ], + [ + "old bakers", + "never die", + "making lots of dough" + ], + [ + "bakers", + "die", + "dough" + ], + [ + "BAKERS", + "die", + "making", + "dough" + ], + [ + "bakers", + "dough" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_575", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A play on center/scenter, since the dog smells the drugs", + "Scenter is a homophone of center. A \"scenter\" is one that detects something by smell.\nCenter refers to the place in the middle of something. The joke can be understood literally, as in, the dog is one that uses their sense of smell to help make a drug arrest. Or, since scenter sounds like \"center\", the joke could be understood as the dog is often the important part, the center, of a drug arrest. This joke is playing on the word \"scenter\" and its homophone \"center\".", + "Scent means smell, which is what police dogs are used for, as they are trained to smell drugs, which can establish probable cause to search a person or their belongings, which could lead to an arrest. Scenter sounds like center, which means to be in the middle of, which the dog would be in a drug arrest.", + "This is a play on words. The \"center\" of something is the main focus but \"center\" sounds like \"scenter\" referring to how police dogs can detect the presence of drugs by their scent or smell.", + "scenter sounds like center but used as smell because its talking about nose " + ], + "Joke keywords": [ + [ + "dog" + ], + [ + "police dog", + "scenter", + "drug arrest" + ], + [ + "police dog", + "scenter", + "drug arrest" + ], + [ + "police dog", + "scenter", + "drug arrest" + ], + [ + "police dog", + "scenter", + "arrest" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1141", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Grounding is a term relating to electricity", + "An electrician apprentice is someone who learns the concepts and skills necessary to become a certified electrician. Electrical grounding is the process of directing extra electricity into the ground through a wire. Electricity that is grounded is essential for safety in most electrical systems. When someone gets grounded by a parent, in this case a mother, it means that the person is getting punished by not being allowed to engage in social activities. The joke is a play on the word \"grounded\" and its different meanings. ", + "Grounded is being used both to mean a punishement for children and a wire used divert excess electricity into the ground. An electrician is person who wires a buidling for electricity and makes repairs.", + "This is a play on words. The word \"grounded\" is a discipline technique used when children misbehavior but a \"grounded\" outlet is a type of electrical outlet.", + "" + ], + "Joke keywords": [ + [ + "electrician" + ], + [ + "electrician apprentice", + "mistakes", + "grounded" + ], + [ + "electrician", + "mistakes", + "grounded" + ], + [ + "electrician", + "mistakes", + "grounded" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2081", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "Polka-dots are types of spots", + "A polka dot is a dot found on a piece of fabric as a design. A polka dot typically sits with many other polka dots as part of the design. A spot is a round mark. A spot can describe what a polka dot looks like. A spot can also refer to a particular place. Finding \"a good spot\" means finding a good place. It's clever that the joke is using the word \"spot\" to mean \"place\" when talking about painting polka dots. ", + "", + "This is a play on words. The word \"spot\" means a special place or point but a \"spot\" is also a round dot like one you'd see in a polka dot design. ", + "pola dots invole circle spots " + ], + "Joke keywords": [ + [ + "polka-dots", + "spots", + "paint" + ], + [ + "polka-dots", + "good spot" + ], + [ + "" + ], + [ + "polka - dots", + "good spot" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_537", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1321", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "\"Posted\" here is a play on the letter carrier service being called the postal service", + "A letter carrier is someone that sorts and deliver's mail. Post is another word for mail. To \"keep someone posted\" means to keep someone up to date on what is going on. The joke could be understood this way, but it can also be understood as \"the letter carrier will always have mail for you\". The joke is centered on the word \"posted\" because it has the word post in it, and the letter carrier is the person discussed in the joke. ", + "Posted is being used to mean both sending a letter in the mail and being being well informed. So the postman keeps you posted.", + "This is a play on words. The word \"posted\" means updated or informed but \"posted\" also refers to how the postal system is in charge of sending mail.", + "carrier and posted are terms used together when dealing with mail " + ], + "Joke keywords": [ + [ + "letter carrier" + ], + [ + "letter carrier", + "posted" + ], + [ + "" + ], + [ + "letter carrier", + "posted" + ], + [ + "letter carrier", + "posted" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1764", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "Gyms off exercises that include weights", + "Typically people go to the gym and increase their fitness to lose weight, or excess fat. If an opinion \"carries weight\" it means that opinion has meaning and can affect someone strongly in an emotional way. The joke is centered on the word \"weight\" and its different uses. ", + "", + "This is a play on words. To \"carry a lot of weight\" means to be very important but here \"carry a lot of weight\" refers to how people in gyms lift weighted bars for exercise.", + "weight is used when it comes to the gym " + ], + "Joke keywords": [ + [ + "gym", + "fitness", + "weight" + ], + [ + "gym", + "fitness", + "weight" + ], + [ + "" + ], + [ + "gym", + "opinion", + "carries", + "weight" + ], + [ + "gym", + "weight", + "fitness" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_472", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Russel is the name of a person. Russel sounds like rustle.Rustle can mean to steal cattle from a range. The cattle has a name that is a homophone of rustle which means to round up cattle with the intent of stealing them. The joke is centered on the word \"Russel\" which sounds like \"rustle\".", + "Russell is a common name that sounds like rustle. Cattle rustling is act of stealing cattle. So Russell is a cattle rustler.", + "This is a play on words. The word \"Russell\" is a common first name but \"rustling\" is a term for cattle theft.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Russell", + "cattle thief" + ], + [ + "Russell", + "cattle thief" + ], + [ + "name", + "Russell", + "cattle thief" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1260", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "A monk is a religous figure that often spends time in a temple. A temple is a building that is used for worship or meditation. \"Temple tantrum\" is close to the phrase \"temper tantrum\". A \"temper tantrum\" is when someone loses their temper and is outwardly expressing rage. The joke is centered on the phrase \"temple tantrum\" because it sounds like \"temper tantrum\". ", + "", + "This is a play on words. The term \"temper tantrum\" means an angry outburst but \"temper\" sounds like \"temple\" meaning a building devoted to worship, a place where one might find a monk.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Monk", + "hissy fit", + "temple tantrum" + ], + [ + "" + ], + [ + "Monk", + "hissy fit", + "temple tantrum" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_996", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "Catapults throw things", + "When someone is \"thrown\" it can mean that they're surprised or confused. \"Thrown\" can also mean to propel something, typically by movement of the arm or hand. A catapult is a device used to launch, or throw objects. The entrepreneur's boss was completely surprised, or confused at the entreprenur's idea for designing catapults. This joke is centered on the word \"thrown\" and its different meanings. ", + "", + "This is a play on words. The word \"thrown\" means surprised but here \"thrown\" refers to how a catapault can throw or toss objects in the air.", + "" + ], + "Joke keywords": [ + [ + "catapult" + ], + [ + "catapults", + "boss", + "completely thrown" + ], + [ + "" + ], + [ + "entrepreneur' s idea", + "catapults", + "boss", + "thrown" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_678", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "\"Crutch on her\" sounds like \"crush on her\". To have a crush on someone is to have romantic feelings towards another. When someone's leg is broken, they are typically given a cast for their leg, and crutches to help them move about. A crutch is a long stick that helps support the body. So, the joke could be taken literally, as in this person's date is literally bearing the weight of a crutch. Or, because \"crutch\" sounds like \"crush\" the joke is saying \"my date could tell that I had romantic feelings for her\". The joke is playing on the phrase \"crutch on her\" because it sounds close to \"crush on her\".", + "Crutch, a tool used for support when injured, sounds like crush. A crush is a romantic infactuation. So the date knew the speaker liked her, but also the crutch was getting in the way of their dancing.", + "This is a play on words. To have a \"crush\" on someone means to be romantically interested in them but a \"crutch\" is a long stick used by someone with a broken leg to help them walk.", + "crutch sounds like crush " + ], + "Joke keywords": [ + [ + "" + ], + [ + "prom", + "date", + "crutch on her" + ], + [ + "prom", + "broken leg", + "date", + "crutch on her" + ], + [ + "prom", + "broken leg", + "crutch on her" + ], + [ + "prom", + "broken leg", + "crutch" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_888", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "The whole tooth, alluding to teeth, is a play on \"the whole truth\"", + "\"The whole tooth\" sounds like \"the whole truth\". A dentist is a type of professional that helps keep teeth healthy. Teeth is the plural of tooth. A tooth is an enamel coated structure located in the jaw of a mammal. The joke is replacing the word \"truth\" with \"tooth\" because they sound kind of similar, and it relates nicely to dentistry.", + "Dentists specialize in treating teeth. Tooth sounds like truth. Dentists have a responsibilty of being honest with their patients.", + "This is a play on words. The phrase \"whole truth\" means the complete truth but truth sounds like \"tooth\" meaning part of the mouth that dentists work with. ", + "tooth sounds like truth " + ], + "Joke keywords": [ + [ + "dentist", + "tooth" + ], + [ + "dentist", + "patient", + "whole tooth" + ], + [ + "dentist", + "the whole tooth" + ], + [ + "dentist", + "patient", + "whole tooth" + ], + [ + "denist", + "patient", + "tooth" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1379", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + "", + 1, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1107", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "The speaker is sighing, which is a type of heavy breathing", + "", + "", + "This is a play on words. The word \"relief\" is a feeling of reassurance following release from anxiety or stress. But a \"relief\" map is a three-dimensional representation of terrain used in topography.", + "" + ], + "Joke keywords": [ + [ + "map" + ], + [ + "" + ], + [ + "" + ], + [ + "map", + "topography", + "sigh of relief" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_633", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "\"Sagely\" can mean in a wise manner. \"Sage\" is a type of herb. The word \"sage\" can be found in \"sagely\". Stuffing is a type of breaded dish that can contain sage as an ingredient. A fowl is a type of bird. When it comes to cooking or preparing a bird, the edible bits put in a bird is called the stuffing. This joke plays on the word \"sage\" and its different meanings, while tying it in with stuffing.", + "", + "This is a play on words. The word \"sagely\" means in a profoundly wise manner but \"sage\" is also a spice used in stuffing fowl.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "fowl", + "stuffed", + "sagely" + ], + [ + "" + ], + [ + "fowl", + "stuffed", + "sagely" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "\"Alleged\" means to have said, without proof, that something has taken place. \"Alleged\" sounds close to \"a ledge\". A ledge is a horizontal surface project from a wall or cliff. Ledges are often seen on rock walls when rock climbing. Tom alleged that he is halfway up a mountain. The joke is centered around the word \"alleged\" and how it sounds like \"a ledge\" which is often seen when climbing a mountain.", + "", + "This is a play on words. The word \"alleged\" means spoken without proof but \"a ledge\" is a horizontal surface projecting from a cliff or mountain.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "halfway up", + "mountain", + "alleged" + ], + [ + "" + ], + [ + "mountain", + "alleged" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_612", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 3, + 2, + 2 + ], + "Natural language explanation": [ + "Cardiologists work on hearts. The joke is saying they (figuratively) don't have hearts", + "A cardiologist is a doctor who specializes in the treatment of heart problems. The word \"heartless\" means to have or to show a complete lack of feeling. The word \"heart\" can be found in \"heartless\". The joke is centered around the word \"heartless\" and to describe some cardiologists, when what they do is specialize in heart problems. ", + "A cardiologist is a doctor that specializes in the heart and the flow of blood. Heartless is a personality trait for those who are cold and unempathetic towards others.", + "This is a play on words. The word \"heartless\" means displaying a lack of feeling or consideration but \"heartless\" also refers to how cardiologists specialize in the treatment of heart conditions.", + "cardiologist a doctor who specializes in the study or treatment of heart diseases and heart abnormalities." + ], + "Joke keywords": [ + [ + "cardiologists" + ], + [ + "cardiologists", + "heartless" + ], + [ + "cardiologist", + "heartless" + ], + [ + "cardiologists", + "heartless" + ], + [ + "cardiologist", + "heartless" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1455", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "\"Abbie\" is a name, often a nickname for the name \"Abigail\". The name \"Abbie\" is a homoephone for \"abbey\". An abbey is a type of religious building occupied by either monks or nuns. A Mother Superior is a someone that is the head of a female religious community. The joke is in Abbie being Mother Superior when her name sounds like abbey.", + "A Mother Superior is the head nun at an abbey. Abbey sounds like the nickname Abbie. So Abbie lives in an abbey.", + "This is a play on words. The word \"Abbie\" is a common first name but an \"abbey\" is also a building occupied by a community of nuns.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Abbie", + "Mother Superior" + ], + [ + "Abbie", + "Mother Superior" + ], + [ + "name", + "Abbie", + "Mother Superior" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_9", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "\"Too deep\" both means too hard to understand, and to physically have too much depth", + "\"Too deep\" can mean too difficult, but it can also refer to something that extends far down into the ground. A mine shaft is a vertical hole, or a horizontal tunnel that gives access to a mine. A mine shaft is often dug deep underground. A mine is an excavation site. The discussion regarding the new mine shaft was \"too deep\" or \"too difficult\" for him. The joke is playing on the term \"too deep\" and its different meanings.", + "A mine shaft is a tunnel dug into to the earth to excavate minerals from seams, these can often go very deep down. A deep conversation is a complex talk about a specific topic. The speak is uncomfortable about the depth of the new mine shaft and the depth of the discussion about it.", + "This is a play on words. A \"deep\" discussion means a talk that is intense or introspective but \"deep\" also refers to how mine shifts are located deep underground.", + "" + ], + "Joke keywords": [ + [ + "mine shaft", + "digging" + ], + [ + "digging", + "mine shaft", + "too deep" + ], + [ + "discussion", + "digging", + "mine shaft", + "too deep" + ], + [ + "discussion", + "mine shaft", + "deep" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_876", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"Les\" is a first name but \"less\" refers to how diets often involve eating less food in order to lose weight.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "name", + "Les", + "dietician" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1111", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 5, + 3, + 5, + 1 + ], + "Natural language explanation": [ + "This joke leads you to believe that the speaker yearns (misses) for their ex-husband, until the latter half makes you realize that they miss (could not hit) him", + "The word \"miss\" can mean to fail to hit, or to feel a sadness at no longer being able to enjoy the presence of someone or something. The person that misses their ex-husband is most likely referring to their failure at hitting them. I say this because the next sentence is \"but my aim is improving\". The joke is playing on the word \"miss\" and its different meanings.", + "The speaker misses they're ex-husband both because she's lonely without his company, and that her attempts to shoot him fail to hit.", + "This is a play on words. To \"miss\" someone means to wish that person was still with you but \"miss\" here means to fail to hit that person with a weapon or attack.", + "maybe refferencing X marks the spot " + ], + "Joke keywords": [ + [ + "ex-husband" + ], + [ + "miss", + "ex-husband", + "aim" + ], + [ + "miss", + "ex-husband", + "aim" + ], + [ + "miss", + "ex - husband", + "aim", + "improving" + ], + [ + "ex-husband", + "aim" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_320", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "", + "A flea is a type of jumping insect that feeds on the blood of mammals. A common symptom of someone who has fleas is itchiness, and scratching at itchiness is typical behavior. To scratch is to run one's fingernails over a skin surface to relieve itching. To \"create something from scratch\" is to make something with rudimentary ingredients, or from fundamentals. The flea was created from scratch. The joke is playing on the word \"scratch\" and its different meanings.", + "A flea is a parasite that feed on warm blooded hosts. A symptom of a flea bite is the urge to rub the afflicted area with the fingernails, to scratch. To make something from scratch is to make something with only the basic materials without utilizing pre-made items. So a scientist made a scratch causing parasite from scratch.", + "This is a play on words. The phrase \"from scratch\" refers to creating something from the very beginning, without relying on previous work for assistance. But here \"from scratch\" refers to needing to scratch the itches caused by flea bites.", + "if you have fleas it's itchy and you scratch it " + ], + "Joke keywords": [ + [ + "" + ], + [ + "scientists", + "flea", + "scratch" + ], + [ + "flea", + "scratch" + ], + [ + "Scientists", + "flea", + "from scratch" + ], + [ + "scientists", + "flea", + "scratch" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_366", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is saying to prune your trees, but alluding to the fact that dried plums are called prunes", + "Prune has different definitions. A prune is a dried plum, but the verb prune means to trim. The joke is on the word \"prune\" in its noun and verb form. ", + "A dried plum is called a prune. To prune a plant is to remove dead or unwanted parts from it. So it's time for the prunes to be pruned.", + "This is a pay on words. The word \"prune\" refers to the horticultural practice of pruning, or removing certain parts of a plant. However, a \"prune\" is also a type of dried plum.", + "prunes are just dried plums " + ], + "Joke keywords": [ + [ + "plums", + "prune" + ], + [ + "plums", + "dry", + "prune" + ], + [ + "plums", + "dry", + "prune" + ], + [ + "plums dry", + "tree", + "prune" + ], + [ + "plums", + "prune" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_5", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "\"Forge ahead\" means to make good progress. The word \"forge\" is a verb that references shaping a metal object by heating it in a fire or furnace. A blacksmith is a person who makes and repairs, or forges objects from iron over a fire. The joke is playing on the word \"forge\" and its different meanings, and relating it to a blacksmith's daughter.", + "", + "This is a play on words. The phrase \"forge ahead\" means to take the lead or make good progress but \"forge\" also refers to shaping a metal object by heating it in a furnace, as blacksmiths do.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "blacksmith's daughter", + "forge ahead" + ], + [ + "" + ], + [ + "Blacksmith' s daughter", + "forge ahead" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_485", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 4, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "", + "A \"naval destroyer\" is a warship. \"Naval\" is a homophone of \"navel\". The navel is the place on a person's belly where the umbilical cord detached after birth. When the belly button gets pierced, the skin experiences trauma, maybe even gets a bit destroyed, and has to heal around the piercing. The sailor's girlfriend has a belly ring. This is where \"navel destroyer\" makes sense. This joke is playing on the term \"naval destroyer\" because it sounds like \"navel destroyer\". ", + "A naval destroyer is a vessal that a sailor would work on. A belly ring is a piercing through the belly button, or navel. Naval sounds similar to navel.", + "This is a play on words. A \"naval destroyer\" is a type of warship but a \"naval\" is also a bump in the middle of the stomach near the belly button. The joke is that the belly button ring is in a position to destroy the naval part of the body.", + "navel sounds like naval " + ], + "Joke keywords": [ + [ + "" + ], + [ + "sailor", + "belly ring", + "naval destroyer" + ], + [ + "sailor", + "belly ring", + "naval destroyer" + ], + [ + "sailor", + "girlfriend' s belly ring", + "naval destroyer" + ], + [ + "sailor", + "belly ring", + "naval" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1053", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1955", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "Since the speaker is so light, they are joking that a breeze of wind can carry them away", + "A breeze is a gentle wind. When something \"is a breeze\" it means that something is easy. The person is commuting by wind and it's a breeze, as in, it's easy. The joke is playing on the different uses of the word \"breeze\". ", + "", + "This is a play on words. The word \"lightweight\" means someone who becomes inebriated after consuming relatively little alcohol but a \"lightweight\" is also someone who weighs very little, allowing the wind to help them travel quickly. Also a \"breeze\" means something is very easy but a \"breeze\" is also a gust of wind.", + "" + ], + "Joke keywords": [ + [ + "lightweight", + "wind" + ], + [ + "lightweight", + "commuting by wind", + "breeze" + ], + [ + "" + ], + [ + "joys", + "lightweight", + "commuting", + "wind", + "breeze" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1921", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 4, + 3 + ], + "Natural language explanation": [ + "To be stuffed means full, but since the neighbor is a taxidermist, the speaker is joking that they were physically stuffed", + "A taxidermist is someone that prepares and stuffs dead animals for display. A buffet dinner is a type of dinner where people self serve the food they want to have for dinner. After dinner, people tend to feel really full. Another expression for feeling really full is feeling stuffed. This joke is playing on the wrod \"stuffed\" and its different meanings. ", + "Stuffed is being used to mean both a colloquialism for eating to excess, which is possible outcome from eating a buffet dinner, and to fill an object with material, which is what a taxodermist does with dead animals. ", + "This is a play on words. The word \"stuffed\" means full from eating a lot of food. But here \"stuffed\" refers to how taxidermists stuff dead animals to make them seem lifelike.", + "taxidermist stuff animals " + ], + "Joke keywords": [ + [ + "taxidermist" + ], + [ + "buffet dinner", + "taxidermist", + "stuffed" + ], + [ + "" + ], + [ + "dinner", + "taxidermist", + "stuffed" + ], + [ + "buffet", + "taxidermist", + "stuffed" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1504", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Losing some 'functions' could mean that one's health has declined to a point where some parts of their body don't work properly anymore. 'Functions' could also mean mathematical formulas.", + "This is a pun on 'functions' which in math means an expression, rule, or law that defines a relationship between one variable (the independent variable) and another variable (the dependent variable), but it also means an activity or purpose natural to or intended for a person or thing", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the mathematical concept of functions and how old and dying people lose their mental and physical functions." + ], + "Joke keywords": [ + [ + "MATHEMATICIANS", + "die", + "lose some functions" + ], + [ + "Matematicians", + "die", + "functions" + ], + [ + "" + ], + [ + "OLD MATHEMATICIANS", + "die", + "lose some functions" + ], + [ + "MATHEMATICIANS", + "die", + "lose some functions" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_500", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "I think the joke is a pun, where 'shots' could mean bullets or small drinks of hard liquor, since it is in a bar.", + "This is a pun on 'shots' which in this context means the firing of a gun or cannon, but 'shots' are also a kind of drink you can get at a bar", + "", + "", + "" + ], + "Joke keywords": [ + [ + "report", + "shots", + "fired", + "local bar" + ], + [ + "shots", + "bar", + "police" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1766", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on how firefighters put out blazes and how \"go to blazes\" means to go away, which is similar to death." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "FIREFIGHTERS", + "die", + "go to blazes" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_227", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 0, + 4, + 2 + ], + "Natural language explanation": [ + "The joke is a couple plays on words. 'Qwerty' is name of a layout for keyboard arrangement, where the top left six letters are q. w. e. r. t. and y. The word 'geek' was used instead of 'greek' because stereotypically nerdy 'geek' type people like computers.", + "This is a joke on 'qwerty' which is a type of keyboard layout, and it's being used because it sounds similar to that of a greek god", + "", + "This is funny because it actually sounds like the name of a Greek god (what 'geek mythology' alludes to), and QWERTY is a type of keyboard commonly found on typewriters and computers.", + "This is a pun. \"Geek\" sounds like \"greek\", and greek mythology is known to have many gods for different things. Like a Greek god, Qwertyus is the god of something very particular, in this case keyboards. A lot of geeks like computers, and Qwertyus is based on QWERTY, which refers to the Q, W, E, R, T, and Y keys on a computer keyboard." + ], + "Joke keywords": [ + [ + "Qwertyus", + "god", + "keyboards", + "geek mythology" + ], + [ + "Qwertyus", + "keyboard", + "god" + ], + [ + "" + ], + [ + "Qwertyus", + "god of keyboards", + "geek mythology" + ], + [ + "Qwertyus, god of keyboards", + "geek mythology" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_424", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This joke is a pun. Wool is generally used for knitting. However, to knit one's brow is to move the eyebrows together in a way that shows that one is thinking about something or is worried or angry.", + "", + "", + "This pun is not that clever. Tom knits his brow, or tightens it, because knitting is what one does with wool.", + "This is a pun on how you use wool to knit and he \"knitted his brow\", which means he furrowed his brow." + ], + "Joke keywords": [ + [ + "wool", + "said", + "knitting", + "brow" + ], + [ + "" + ], + [ + "" + ], + [ + "out of wool", + "knitting his brow" + ], + [ + "wool", + "knitting his brow" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1794", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'shortening' which in terms of speeches means to make not as long but in terms of baking, 'shortening' is any fat that is a solid at room temperature and used to make crumbly pastry and other food products.", + "shortening is a type of baking ingredient and it sounds like short ", + "This joke could be better written. Shortening is a common recipe in baking, and it's used as a pun to imply that speeches are better when short.", + "This is a pun on how shortening is an ingredient used in baking foods such as biscuits and how speeches are easier to sit through when they are short." + ], + "Joke keywords": [ + [ + "" + ], + [ + "biscuits", + "speeches", + "shortening" + ], + [ + "speeches", + "shortening" + ], + [ + "Biscuits and speeches", + "better", + "made with shortening" + ], + [ + "Biscuits", + "speeches", + "shortening" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1879", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "The joke is a pun. A bun can mean a style of hair where it is wrapped into a round 'bun' shape. Hot dogs have bread buns that they are traditionally placed in. The joke makes it sound like the employee took their hair and put it into one of the bread buns.", + "This is a pun on 'bun' which is the bread that hotdogs are placed in, but it's also the name of a hair style", + "a bun is a hairstyle but it can also mean a hotdog bun ", + "A bun is both a common hairstyle and a type of bread that hot dogs are presented in. Obviously she got fired for putting her hair in the latter, since the former would be more sanitary in terms of food safety.", + "This is a pun on \"bun\". When she put her hair in a bun, she could've been putting it up into a bun hairstyle or putting her hairs in a hotdog bun, which would be a valid reason to fire her." + ], + "Joke keywords": [ + [ + "fired", + "hot dog stand", + "putting", + "hair", + "in a bun" + ], + [ + "hot dog", + "hair", + "bun" + ], + [ + "hot dog", + "bun" + ], + [ + "fired", + "hot dog stand", + "hair", + "bun" + ], + [ + "fired", + "hot dog stand", + "bun" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1492", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a joke that only works in writing. It surprises the reader by using the spiritual spelling of 'soul', before implying that it meant the 'sole' of a shoe, hence 'walk right in'. It could, however, still refer to a place of worship.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "soul repair", + "Walk right in" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_72", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Spaghetti is a type of pasta. 'Pasta' sounds like 'past', which would have made the phrase 'past it's prime', meaning it will no longer taste the best it could have when it was fresh.", + "This is a pun on the phrase 'past it's prime' which means no longer as good at something as one once was. But 'pasta' is used in there because it sounds similar to 'past' and because spaghetti is a type of pasta", + "pasta sounds like past ", + "If something is 'past its prime', that means it has surpassed its best condition. 'Pasta its prime' is a reference both to this and the spaghetti.", + "This is a pun on \"pasta\". It kind of sounds like \"past\" and spaghetti is a type of pasta." + ], + "Joke keywords": [ + [ + "Leftover", + "spaghetti", + "pasta its prime" + ], + [ + "spaghetti", + "pasta", + "prime" + ], + [ + "spaghetti", + "pasta" + ], + [ + "Leftover spaghetti", + "pasta its prime" + ], + [ + "Leftover spaghetti", + "pasta its prime" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1501", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. The word 'unassailable' means 'unable to be attacked, questioned, or defeated.' Though it sounds similar to 'unsailable' which would mean 'unable to be sailed', basically a useless boat.", + "", + "", + "I give this joke a little more credit because 'unassailable' means two things both nautical related. 'Unasailable' means that the ship couldn't be successfully taken by force, and it's a pun that implies that no one could put sails on the ship.", + "This is a pun on how unassailable kinda sounds like unsailable, and this joke is about a ship. You can also hear the word \"sale\" in \"unassailable\" and this joke is about not being able to sell something." + ], + "Joke keywords": [ + [ + "couldn' t sell", + "pirate ship", + "unassailable" + ], + [ + "" + ], + [ + "" + ], + [ + "couldn't sell", + "pirate ship", + "unassailable" + ], + [ + "couldn' t sell his pirate ship", + "unassailable" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1825", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This sounds more like a friendly invite than a pun, even though I know huddles happen in football.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "huddle", + "big game" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1548", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_753", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. 'Underhanded' can refer to tricking or taking advantage of someone in a sneaky way, or it can be referring to throwing a ball by swinging the arm below the shoulder.", + "", + "underhanded can mean scrupulous and it can also mean the underhanded pitching of softball ", + "It's not sneaky to like softball! However, the pitchers do serve underhanded.", + "" + ], + "Joke keywords": [ + [ + "why", + "liked", + "soft ball", + "underhanded" + ], + [ + "" + ], + [ + "soft ball", + "underhanded" + ], + [ + "never understood", + "play soft ball", + "very underhanded" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1398", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'unalienable', which means unable to be taken away from or given away by the possessor. It's also being used because 'unalienable' has the word 'alien' in it, and that's what the creatures from War of the Worlds was", + "", + "The joke only works if the audience knows the plot of War of the Worlds, and even then it's not that funny.", + "This is a pun on the word \"unalieniable\". It has the word \"alien\" in it and War of the Worlds is about aliens invading Earth. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "humans", + "survived", + "unalienable" + ], + [ + "" + ], + [ + "War of the Worlds", + "survived the attack", + "unalienable right to life" + ], + [ + "War of the Worlds", + "humans survived", + "unalienable right to life" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1039", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Get fired' could mean being terminated from a position of employment, or it could mean being launched out of a cannon, as human cannonballs in a circus tend to do.", + "This is a pun on 'fire' which usually means dismiss (an employee) from a job, but it's also being used because you fire cannonballs out of cannons", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the word \"fired\". A human cannonball gets fired from a cannon. To get fired also means to lose your job." + ], + "Joke keywords": [ + [ + "HUMAN CANNONBALLS", + "die", + "get fired" + ], + [ + "cannonballs", + "die", + "fire" + ], + [ + "" + ], + [ + "OLD HUMAN CANNONBALLS", + "die", + "get fired" + ], + [ + "HUMAN CANNONBALLS", + "die", + "get fired" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_428", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "The joke is a pun. The rump is the hind of the animal, or the butt. The phrase 'nothing but' uses instead the word for rear end, 'butt'.", + "This is a joke on the fact that rump roasts come from the butt of the animal, and the speaker answering the question here is confirming that the product is nothing butt pure rump roast roast", + "butt sounds like but ", + "", + "This is a pun on how a rump is a butt." + ], + "Joke keywords": [ + [ + "rump roast", + "Nothing butt" + ], + [ + "pure", + "rump roast", + "nothing butt" + ], + [ + "rump roast", + "butt" + ], + [ + "" + ], + [ + "Is that pure rump roast? Nothing butt." + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_692", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. The phrase is supposed to be 'made an ass of himself' which means to act foolishly in front of others. Pyromaniacs enjoy setting things on fire, which creates ash, so the word 'ass' was replaced with 'ash'.", + "This is a pun on the phrase 'made an ass of himself' which means to make a fool of/ embarrass yourself, but here 'ash' is used in place of 'ass' because it sounds similar and because when you set something on fire, there will inevitably be ash", + "ash sounds like ass ", + "", + "" + ], + "Joke keywords": [ + [ + "pyromaniac", + "made an ash of himself" + ], + [ + "Carless", + "pyromaniac", + "ash" + ], + [ + "pyromaniac", + "ash" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_368", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "I think the joke is a pun. The Gap is a clothing store, but the word 'gap' may also be referring to a space in between teeth.", + "This is a pun on the store name 'The Gap' because dentist often have patients who have gaps in between their teeth", + "", + "The Gap is not a 'shopping center', but regardless, this is a pun because it's both a clothing store and a pun on the gaps dentists close in teeth and mouths.", + "This is a pun on the word \"Gap\". Dentists can fix gaps between teeth, or refer you to an orthodontist to fix them." + ], + "Joke keywords": [ + [ + "dentist' s", + "shopping centre", + "The Gap" + ], + [ + "dentist's", + "shopping", + "The Gap" + ], + [ + "" + ], + [ + "dentists'", + "favorite shopping centre", + "The Gap" + ], + [ + "dentist' s", + "shopping centre", + "' The Gap'" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1171", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Battering' can mean being weathered or beaten up. The fish in a typical fish and chips plate is covered in cooking batter and fried.", + "This is a pun on 'battering' which means the action of striking repeatedly with hard blows, in this case striking your stomatch with fried food. It's also being used because when you fry fish you need to coat it in a batter ", + "battering sounds like batter ", + "Fish and chips are made with batter, and the guy's stomach couldn't handle a year of it.", + "This is a pun on the word battering. It has the word \"batter\" in it. Fish and chips is fish covered in batter and fried with a side of french fries. " + ], + "Joke keywords": [ + [ + "fish and chips", + "every day", + "year", + "stomach took a battering" + ], + [ + "fish", + "chips", + "battering" + ], + [ + "fish and chips", + "battering" + ], + [ + "fish and chips", + "every day for a year", + "stomach", + "took a battering" + ], + [ + "fish and chips", + "battering" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1721", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Principles' can mean one's standards or moral reasoning. It may also be referring to the school's principal or highest authority.", + "This is a pun on 'principles' which are a fundamental truth or proposition that serves as the foundation for a system of belief or behavior or for a chain of reasoning, but 'principals' is used in it's place because it sounds exactly similar and 'principals' are the head authoritry in a school", + "principals can mean values or it can mean the principals of schools ", + "Cheating would put honorable honors (pun!) students in conflict with both their principles and principals.", + "This is a pun on the word principals. Students who cheat get sent to the principal. Cheating goes against an honorable student's morals, or principles. " + ], + "Joke keywords": [ + [ + "Cheating", + "honorable students", + "conflict", + "their principals" + ], + [ + "cheating", + "test", + "principals" + ], + [ + "students", + "principals" + ], + [ + "Cheating", + "honorable students", + "in conflict", + "principals" + ], + [ + "Cheating on a test", + "honorable students", + "principals" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1695", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_152", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Fabric stores sell cloth materials for sewing and creative works. When a comedian says they're looking for 'new material' they mean they are thinking up and writing new jokes.", + "This is a pun on 'material' which in the literal sense means cloth or fabric, but 'material' can also mean items, especially songs or jokes, comprising a performer's act.", + "material can mean new jokes or it can mean cloth ", + "He needed new material for both clothes and his comedic act.", + "This is a pun on the word material. Comedians' jokes are commonly referred to as material. " + ], + "Joke keywords": [ + [ + "comedian", + "fabric store", + "looking for new material" + ], + [ + "comedian", + "fabric", + "material" + ], + [ + "fabric store", + "new material" + ], + [ + "" + ], + [ + "comedian", + "fabric store", + "material" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_479", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1756", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1846", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "Margins are neater when they've been 'justified', making this a pun.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "ragged margins", + "without justification" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2051", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 3, + 0 + ], + "Natural language explanation": [ + "This joke is a pun. A 'spirit' is a type of liquor. To be in 'high spirits' is a phrase that means to be happy or joyful at the current moment.", + "This is a pun on 'high spirits' which means lively and cheerful behavior or mood, but it's also being used because 'spirits' is another name for liquor ", + "spritis can mean alcohol or it can mean how someone feels ", + "high spirits' means both 'a good mood' and is a pun on alcohol spirits.", + "" + ], + "Joke keywords": [ + [ + "heavy drinker", + "in high spirits." + ], + [ + "drinker", + "liquor", + "spirits" + ], + [ + "hard liquor", + "high spirits" + ], + [ + "heavy drinker", + "hard liquor", + "high spirits" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1440", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. A 'spirit' is a type of liquor. Losing one's 'spirit' means they have lost their drive or ambition and may be depressed or tired.", + "", + "spirit can mean soul or it can mean alcohol ", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "" + ], + "Joke keywords": [ + [ + "ALCOHOLICS", + "die", + "lose their spirit" + ], + [ + "" + ], + [ + "ALCOHOLICS", + "spirit" + ], + [ + "OLD ALCOHOLICS", + "die", + "loes their spirit" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_730", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1004", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Stalking' is the crime of following and spying on someone without their consent. Corn grows on tall 'stalks' in a field.", + "This is a pun on 'stalking' which means to pursue or approach stealthily, but it's also being used because corn have stalks on the outside of them ", + "stalking sounds like stalk ", + "The thieves followed the owner to the garden, and 'stalking' is a play on the stalks corn grows on.", + "This is a pun on how corn grows on stalks." + ], + "Joke keywords": [ + [ + "Thieves", + "steal", + "corn", + "charged", + "stalking" + ], + [ + "steal", + "corn", + "stalking" + ], + [ + "corn", + "stalking" + ], + [ + "Thieves", + "steal corn", + "garden", + "stalking" + ], + [ + "Thieves who steal corn", + "stalking" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_246", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Saying something is 'a mouthful' generally means it is a long name that is hard to say quickly. Some pills may be big and hard to swallow, so they could literally fill a person's mouth.", + "This is a pun on 'mouthful' which means a long or complicated word or phrase that is difficult to say, in this case it would be the pill name. But it's also being used because you take pills orally", + "mouth full can mean dificult to say or it can mean a mouth full of pills ", + "Wordy names can be a mouthful, and so can pills that are barely small enough to fit down someone's throat.", + "This is a pun on how you put pills in your mouth." + ], + "Joke keywords": [ + [ + "Pills", + "long names", + "mouthful" + ], + [ + "pills", + "names", + "mouthful" + ], + [ + "Pills", + "mouthful" + ], + [ + "Pills", + "long names", + "mouthful" + ], + [ + "Pills with long names", + "mouthful" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_765", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1559", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The phrase 'something to count on' means 'something to rely on'. Calculators are used for finding the sums of large math equations, and essentially counting numbers.", + "This is a pun on 'something to count on' which measn something you can depend on. But this saying is also being used because not only are some people dependant on calculators, but you can also literally count on them ", + "count on can mean rely on and count on can mean literally counting ", + "Plenty of people count on their calculators - both mathematically and in the depending on sense - during math and science exams.", + "This is a pun on calculators that count numbers, and how counting on something means you trust it." + ], + "Joke keywords": [ + [ + "Trust", + "calculator", + "something to count on" + ], + [ + "trust", + "calculator", + "count on" + ], + [ + "calculator", + "count on" + ], + [ + "Trust", + "calculator", + "something to count on" + ], + [ + "Trust your calculator", + "count on" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1135", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Swimming in sports is typically done in a swimming pool. A 'talent pool' means the general skill level of the people available to choose from.", + "This is a pun on 'talent pool' which means a database of potential job candidates that have the potential to meet an organization's immediate and long-term needs, in this case the job being Olympic swimmers. But ths is also being used because swimmers use pools ", + "pool can mean a swimming pool or it can mean a group to draw from ", + "A pool of talent is a group of people from which to draw for a set of desired skills. Here it's also used as a pun on the pool Olympic swimmers compete in.", + "This is a joke about how olympic athletes, \"talented\" people, swim in a \"pool\"." + ], + "Joke keywords": [ + [ + "olympic swimming program", + "talent pool" + ], + [ + "swimming", + "talent", + "pool" + ], + [ + "swimming", + "talent pool" + ], + [ + "olympic swimming program", + "talent pool" + ], + [ + "olympic swimming program", + "talent pool" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1676", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is that on every hour, a clock would play a bell or chime to notify that it is the start of another hour in the day. To say somebody 'chimed in' is to say that they entered a conversation and said something.", + "", + "", + "Tom chimed in, or commented, since many clocks chime at the strike of noon.", + "" + ], + "Joke keywords": [ + [ + "twelve noon", + "chimed in" + ], + [ + "" + ], + [ + "" + ], + [ + "twelve noon", + "chimed in" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_245", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a pun I think. Instead of dying, they are uprooted, like a tree can be uprooted. Being uprooted can also mean being taken out of a situation before being able to act.", + "This is a pun on 'uprooted' which means to pull (something, especially a tree or plant) out of the ground. But it can also mean to eradicate; destroy, which is what this joke is eluding to", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "" + ], + "Joke keywords": [ + [ + "TREE SURGEONS", + "die", + "uprooted" + ], + [ + "tree", + "surgeons", + "uprooted" + ], + [ + "" + ], + [ + "OLD TREE SURGEONS", + "die", + "uprooted" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1872", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A 'joint project' is a project that requires collaboration between two or more groups. Elbows and knees are called 'joints' within the human body.", + "This is a pun on 'joint' which initially means shared, held, or made by two or more people, parties, or organizations together. But it 'joint' also means a point at which parts of an artificial structure are joined, and knees and elbows are both jointed limbs", + "", + "The phrase 'joint project' implies that two parties were involved, and it's a play on the joints that elbows and knees are types of.", + "This is a pun about knees and elbows being joints in the human body." + ], + "Joke keywords": [ + [ + "Artificial", + "knees", + "elbows", + "joint project" + ], + [ + "knees", + "elbows", + "joint" + ], + [ + "" + ], + [ + "Artificial knees and elbows", + "developed", + "joint project" + ], + [ + "Artificial knees and elbows", + "joint project" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1264", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Cosign' should be 'cosine' which is a mathematical function. The way it was written looks like 'co-sign' which would mean to sign with another person on some document.", + "This is a pun on 'cosine' which is the trigonometric function that is equal to the ratio of the side adjacent to an acute angle (in a right-angled triangle) to the hypotenuse, but it's also being used because the alternative spelling 'co-sign' can mean sign (a loan or lease) jointly with another person in order to guarantee payment., which in this context is just signing one's name", + "", + "Major exams often require a signature (or co-signature) at the very beginning. 'Cosign' is also a play on 'cosine': a trigonometry term.", + "This is a pun on cosine being a concept in trigonometry and it sounding like \"cosign\", which is when you and another person sign a form together." + ], + "Joke keywords": [ + [ + "Cosign here", + "trigonometry", + "exam" + ], + [ + "cosign", + "instruction", + "trigonometry" + ], + [ + "" + ], + [ + "\"Cosign here\"", + "trionometry placement exam" + ], + [ + "Cosign", + "trigonometry placement exam" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1336", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "I think the joke is a pun. In chemistry, scientists study the way chemical compounds react to each other by introducing them to each other. A person 'not reacting' to other people can mean they are ignoring them or might be stretched to imply that they are dead.", + "This is a pun on 'reacting' which means to respond or behave in a particular way in response to something, but it's also being used because chemists deal with chemical reactions", + "", + "In a literal sense, someone does die when they stop reacting to all stimuli. Also, chemists study chemical reactions, making this a rare OLD PROFESSIONS joke that technically works.", + "This is a pun on chemists mixing chemicals together creating a reaction and how when you die you stop reacting." + ], + "Joke keywords": [ + [ + "CHEMISTS", + "die", + "stop reacting." + ], + [ + "chemists", + "die", + "reacting" + ], + [ + "" + ], + [ + "OLD CHEMISTS", + "die", + "stop reacting" + ], + [ + "CHEMISTS", + "die", + "stop reacting" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1733", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 4, + 0 + ], + "Natural language explanation": [ + "I think the joke is that sharks identify lawyers as the same as themselves. 'Shark' would be a rude word for a legal consultant, or lawyer, or one who loans money.", + "This is a joke based on the clich characterization that all lawyers are sharks", + "the joke implies sharks and lawyers are alike ", + "I died. Lawyers are stereotyped to be \"sharks\", or highly astute and aggressive prey hunters. Naturally, when lawyers swim in the ocean where sharks live, game recognizes game and gives it more respect.", + "" + ], + "Joke keywords": [ + [ + "Sharks don' t eat lawyers", + "Professional courtesy" + ], + [ + "sharks", + "eat", + "lawyers" + ], + [ + "Sharks", + "lawyers" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_145", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Bellows' are a tool that is used to blow air into a flame to keep it lit with oxygen. To 'bellow' in speech is to yell or holler.", + "", + "", + "", + "This is a pun on bellows being a tool you use to keep a fire going." + ], + "Joke keywords": [ + [ + "keep this fire alight", + "bellowed" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "fire alight", + "bellowed" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1079", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. Dieters are usually watching their figures and want to prevent fatty foods or carbs from adding weight to parts of their bodies, such as the waist area. Letting something 'go to waste' means to not use all of something and have to throw away some left overs. The phrase sounds more like the dieters don't want any fatty foods to add weight to their waists.", + "This is a pun on 'let nothing go to waste', but 'waist' is being used because it sounds similar to 'waste' and refers to your bodies midsection, which is what some dieters might try to watch", + "waist sounds like waste ", + "Not only is this joke a pun on letting food 'go to waste', or 'waist' the body part, but it also implies that the dieters were surreptitiously breaking their diet.", + "This is a pun on waist sounding like waste and how dieters want to slim down their waists." + ], + "Joke keywords": [ + [ + "dieters", + "vowed", + "let nothing go to waist" + ], + [ + "dieters", + "nothing", + "waist" + ], + [ + "dieters", + "waist" + ], + [ + "dieters", + "go to waist" + ], + [ + "dieters", + "go to waist" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1034", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "I think the joke is a pun. A 'dark day' could mean deeply troubling times, or it could mean the lighting literally being dark because of overcast clouds or the sun being blocked by an eclipse.", + "", + "", + "This joke doesn't quite land. A 'dark day' could refer to a day when something tragic happens, or a literal dark day created by an eclipse.", + "This is a pun on the phrase \"dark day\". When an unfortunate event occurs, people call it a \"dark day\". Eclipses create a visual sense of darkness during the day." + ], + "Joke keywords": [ + [ + "politician", + "resign", + "eclipse", + "dark day" + ], + [ + "" + ], + [ + "" + ], + [ + "politician", + "resign", + "eclipse", + "dark day" + ], + [ + "politician", + "resign", + "eclipse", + "dark day" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2072", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Sushi is made from raw fish. To say something looks 'fishy' means that it looks suspicious.", + "This is a pun on the term 'fishy' which means when something seems suspicious, and it's used here because sushi is actual fish", + "fishy can mean dubious or it can mean like fish ", + "This is a very tired pun about sushi looking suspicious, and being made with fish.", + "This is a pun on the word fishy. Sushi seemed suspicious, or fishy, to Joe, so he refused to eat it. Sushi is fishy in the sense that it is fish." + ], + "Joke keywords": [ + [ + "Joe", + "refused", + "eat sushi", + "looks fishy" + ], + [ + "refused", + "sushi", + "fishy" + ], + [ + "sushi", + "fishy" + ], + [ + "refused", + "sushi", + "fishy" + ], + [ + "refused to eat sushi", + "fishy" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1291", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "cox' is short for coxswain, or the individual at the head of a boat that directs the others. It's also a play on 'cocks' - slang for roosters.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "chicken farmers", + "rowing shell", + "cox", + "front" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2186", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Talking trash' generally means insulting people in conversation. Garbage men remove trash for their job.", + "This is a pun on the term 'trash talk' which is to use insulting or boastful speech intended to demoralize, and it's also being used because garbage men deal with actual trash", + "talking trash can mean talking about trash or it can mean gossip ", + "They could be talking about the nature of their job - taking out the trash - or they could be talking in a very rude way.", + "This is a pun about how garbage men take people's trash away, and trash-talking is when you talk about someone in an insulting way." + ], + "Joke keywords": [ + [ + "Why don' t", + "people", + "talk", + "garbage men", + "They", + "talk trash" + ], + [ + "talk", + "garbage men", + "trash talk" + ], + [ + "garbage men", + "talk trash" + ], + [ + "garbage men", + "talk trash" + ], + [ + "garbage men", + "talk trash" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_136", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 0, + 5 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Sphincter scale' sounds like richter scale, which is a quantitative measure of an earthquake's magnitude (size). A sphincter is a muscle in the anus that opens and shuts when needed, such as when passing flatulence.", + "", + "sphincter sounds like richter", + "", + "This is a pun on \"sphincter\". A sphincter is a muscle that allows you to pass gas. Sphincter sounds kinda like the \"richter\" in \"richter scale\", which is the measure of an earthquake's magnitude." + ], + "Joke keywords": [ + [ + "explosive", + "gas", + "8 . 0 on the sphincter scale" + ], + [ + "" + ], + [ + "explosive", + "sphincter" + ], + [ + "" + ], + [ + "passage of gas", + "sphincter scale" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_964", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. The leader of an orchestra or similar big band is a 'conductor' who uses their hands or a baton to que the musicians during performance. Not knowing how to 'conduct' one's self means not knowing how to take care of things alone or not knowing proper conduct or how to be responsible.", + "This is a pun on 'conduct' which in this context means the manner in which a person behaves, especially on a particular occasion or in a particular context, but it's also being used because 'conduct' can also mean to lead or guide (someone) much like an orchestra conducter leads a symphony ", + "conduct means leading a orchestra or it can mean behaving ", + "That is actually kind of true. Musicians in an orchestra look to the conductor, who makes sure everyone is playing in time. However many of them do know how to behave themselves.", + "This is a pun about how orchestras of musicians are led by a conductor." + ], + "Joke keywords": [ + [ + "Musicians", + "need", + "leader", + "don' t know", + "conduct themselves" + ], + [ + "musicians", + "leader", + "conduct" + ], + [ + "Musicians", + "conduct" + ], + [ + "Musicians", + "leader", + "how to conduct themselves" + ], + [ + "Musicians", + "leader", + "conduct themselves" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_476", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 3, + 1, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "The joke is that after being told 'listen very carefully' by someone, the speaker did not pay attention at all.", + "This is a joke based off the fact that the speaker clearly did not listen carefully if he's asking a follow up question after \"listen very carefully\"", + "", + "This is sneakily funny because it implies that the speaker wasn't listening very carefully.", + "" + ], + "Joke keywords": [ + [ + "repeat", + "part after", + "Listen very carefully" + ], + [ + "repeat", + "listen", + "carefully" + ], + [ + "" + ], + [ + "repeat", + "Listen very carefully" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1831", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD HOUSEWIVES", + "die", + "wash away" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_720", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_941", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "No change yet means both that there has been no status change, but also no sign of the coins he ingested", + "\"Change\" is another word used to describe coins. Change can also mean to make different or modify. \"No change yet\"can mean \"no difference yet\" or \"no coins yet\". The joke is on the word \"change\" and how it has different meanings. It also relates to coins which is what the boy swallowed.", + "Change is being used here both as small denominations of currency, which includes coins, and also means an alteration in a situation. In this case, waiting for the change to pass through the boy's system.", + "This is a play on words. The phrase \"no change yet\" means nothing has changed yet in the boy's condition. However, \"no change\" also refers to the coins the boy swallowed.", + "change is another word for coins " + ], + "Joke keywords": [ + [ + "coins" + ], + [ + "coins", + "hospital", + "no change yet" + ], + [ + "swallowed", + "coins", + "no change yet" + ], + [ + "swallowed", + "coins", + "No change" + ], + [ + "coins", + "change" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_872", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Pacific, the name of an ocean, is replacing the similarly sounding \"specific\"", + "Pacific is the name of an ocean. An ocean is where you can catch fish. \"Pacific\" sounds close to \"specific\". Since the joke is discussing a fishman catching fish, the word \"specific\" was replaced with \"pacific\" which relates to an ocean where fish can be found. The joke is playing on the word \"pacific\" because it sounds close to \"specific\". ", + "Pacific is the name of the largest of earth's oceans, which harbors fish that can be caught. It also sounds like specific, which is to go in particular detail. ", + "This is a play on words. The word \"specific\" means clearly defined but sounds like \"pacific\" which is one of the major oceans.", + "pacific sounds like specific but is also a part of the ocean where fishes are " + ], + "Joke keywords": [ + [ + "fisherman" + ], + [ + "fisherman", + "big fish", + "pacific" + ], + [ + "fish", + "pacific" + ], + [ + "fisherman", + "pacific" + ], + [ + "fisherman", + "fish", + "caught pacific" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1868", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"reproved\" means reprimanded on censored but \"re-prove\" also means to verify or corroborate.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "corroborate", + "reproved" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_866", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "A courier is someone that delivers messages or packages. The joke is referencing delivery companies. \"Courier favor\" sounds close to \"curry favor\", a common saying which means to seek favor by flattery. The joke is on the word \"courier favour\" and how it sounds close to \"curry favor\".", + "", + "", + "courier is another word for delivery " + ], + "Joke keywords": [ + [ + "" + ], + [ + "delivery companies", + "courier favor" + ], + [ + "" + ], + [ + "" + ], + [ + "delivery", + "courier" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1091", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 5, + 2 + ], + "Natural language explanation": [ + "A play on the phrase \"don't drink and drive,\" replacing drive with derive, a math term", + "\"Derive\" sounds close to \"drive\". \"Don't drink and drive\" is a common saying in culture which means, \"don't consume alcohol and operate a vehicle\". To derive a derivative is to find a derivative. A derivative is a function in mathematics that explains the rate of change of a function with respect to an independent variable. Calculus is a branch of mathematics. The joke is playing on the common saying \"don't drink and drive\" but replaces \"drive\" with \"derive\" because it's what you do to find a derivative. ", + "A play on the slogan don't drink and drive, not to consume alchol and then operating a motor vehicle. Drive sounds like derive, a function of calculus.", + "This is a play on words. The phrase \"don't drink and drive\" means you shouldn't drink alcohol before operating a motor vehicle. However, \"drive\" sounds like \"derive\" which is a term used in calculus. ", + "derive is a math term " + ], + "Joke keywords": [ + [ + "alcohol", + "calculus" + ], + [ + "alcohol", + "calculus", + "drink and derive" + ], + [ + "alcohol", + "calculus", + "drink and derive" + ], + [ + "Alcohol", + "calculus", + "drink and derive" + ], + [ + "calculus", + "derive", + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_699", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_34", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "", + "\"Knotty\" is a homophone of \"naughty\". Knotty means extremely difficult or intricate. Naughty means disobedient, or badly behaved. A knot is a mass formed in a tree trunk. A sapling is a young tree. Admonished means to reprimand someone. The sapling was admonished by his father for being knotty, or naughty. The joke is playing on the word \"knotty\" and its homophone \"naughty\". ", + "Knotty means to have imperfections in wood from tree layers growing over dead branch bases, bu also sounds like naughty, which is to be a misbehaving child. So the sapling was admonished for misbehaving and having knots.", + "This is a play on words. The word \"naughty\" means having misbehaved but \"knotty\" is a term for pine wood with a decorative distribution of knots.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "sapling", + "admonished", + "knotty" + ], + [ + "young pine sapling", + "admonished", + "knotty" + ], + [ + "pine", + "admonished", + "knotty" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_365", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 3, + 3, + 2 + ], + "Natural language explanation": [ + "Jung, used here to sound like young, is a therapist just like Freud", + "Sigmund Freud was the founder of psychoanalysis, and Carl Jung was a psychoanalyst. Jung sounds like the word \"young\". \nThis joke is playing on the word Jung and its homophone \"young\" to refer to not being able to understand the works of Sigmund Freud.", + "Sigmund Freud and Carl Jung are both early psychoanalysts. Jung sounds like young. The speaker is both to immature too read Sigmund Freud, and also too Carl Jung.", + "This is a play on words. The word \"young\" means having only lived for a short time but sounds like \"Jung\", a famous psychiatrist who influenced Sigmund Freud.", + "Jung considered it to be the main task of human development psychological concepts" + ], + "Joke keywords": [ + [ + "Sigmund Freud", + "Jung" + ], + [ + "Sigmund Freud", + "Jung", + "understand" + ], + [ + "study", + "Sigmund Freud", + "Jung" + ], + [ + "study", + "Sigmund Freud", + "too Jung" + ], + [ + "sigmund freud", + "jung" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1610", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "", + "A kilt is a type of knee-length skirt that men wear. Kilts are a part of Scottish culture. The word \"kilt\" is also the past participle of kill, but it's no longer used that way nowadays. The joke is playing on the word \"kilt\" and its different meanings.", + "A kilt is a traditional scottish form of dress. Kilt sounds like killed.", + "This is a play on words. The word \"killed\" refers to having been murdered but sounds like \"kilt\" which is a piece of traditional Scottish garb.", + "scottish people wear kilts " + ], + "Joke keywords": [ + [ + "" + ], + [ + "scotsmen", + "never die", + "kilt" + ], + [ + "scotsmen", + "die", + "kilt" + ], + [ + "swallowed", + "coins", + "No change" + ], + [ + "scotsmen", + "kilt" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_983", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The phrase \"never washed\" means someone does not accept a particular idea but \"washed\" also means to clean with water or shower gel.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "soap", + "never washed", + "inventor", + "shower gel" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_749", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "The role (spelled roll here) was better for a sausage", + "", + "", + "This is a play on words. The word \"role\" in acting means a character that needs to be played but \"sausage roll\" is a type of food. The punchline is that the role (or roll) in this play is meant for a sausage not a pie.", + "" + ], + "Joke keywords": [ + [ + "pie", + "sausage roll" + ], + [ + "" + ], + [ + "" + ], + [ + "pie", + "audition", + "sausage roll" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_687", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 4, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The person is implying that another person's friends are not good friends. If anything, they might be acting like enemies. ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "friends", + "enemies" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_332", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1344", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "Express mail is the fastest mail service offered by the Postal Service. A courier is someone that delivers mail. The word \"express\" can be found in \"expressing\". This joke is playing on the word \"expressing\" saying that old couriers don't die, they keep on delivering mail quickly. ", + "", + "This is a play on words. To \"express\" means to convey a thought or idea but \"expressing\" also refers to express delivery provided by a courier.", + "you can express a courier " + ], + "Joke keywords": [ + [ + "" + ], + [ + "old couriers", + "never die", + "expressing it" + ], + [ + "" + ], + [ + "COURIERS", + "die", + "expressing" + ], + [ + "couriers", + "expressing" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2048", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Blossoming means to be doing well and also refers to flowers", + "Flowers are a type of plant that many like to cultivate because they are nice to look at. When a flower is growing into full maturity, it is said to be blossoming. The word blossoming can also mean maturing or developing in a promising way. The word blossoming is used here to describe how a business is going. The joke is playing on the word \"blossoming\" because it describes what healthy flowers do, and a business that shows promise in being successful.", + "A new business doing well is blossoming. Flowers that have opened to catch light from the sun are blossoms. The shop that sells blossoms is blossoming.", + "This is a play on words. The word \"blossom\" means to grow or develop but a \"blossom\" also means a flower or mass of flowers.", + "flowers are known to bloom " + ], + "Joke keywords": [ + [ + "flower", + "business" + ], + [ + "flower business", + "blossoming" + ], + [ + "flower business", + "blossoming" + ], + [ + "flower business", + "blossoming" + ], + [ + "flower", + "blossom" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_611", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 1, + 3 + ], + "Natural language explanation": [ + "", + "A shopaholic is someone that is addicted to shopping. Shopping is the act of buying goods. A sale is a period of tiime when a retailer sells goods at a reduced price. \"Sale away\" sounds like \"sail away\" and \"sail away\" means to depart. The joke is on the word \"sale away\" because it sounds like \"sail away\" but a sale relates to the shopaholic as it is something they tend to seek and like.", + "", + "This is a play on words. To \"sail away\" means to leave or depart but \"sail\" sounds like \"sale\" meaning shopping goods being sold at discount price.", + "sale sounds like sail and shopaholics love a good sale " + ], + "Joke keywords": [ + [ + "" + ], + [ + "shopaholics", + "never die", + "sale away" + ], + [ + "" + ], + [ + "Shopaholics", + "die", + "sale away" + ], + [ + "shopaholics", + "sale" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1282", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "Unstrung means to remove a string. A violin is an instrument that is comprised of strings. To be made \"unstrung\" means to be made weak or disordered. The joke is playing on the word \"unstrung\" and its different meanings. It's clever that the word \"unstrung\" was used on a violinist since that is something you can do to a violin.", + "", + "This is a play on words. The word \"unstrung\" refers to a person becoming unnerved or unhinged but \"unstrung\" also means to remove strings from a violin.", + "violins have strings on the instrument " + ], + "Joke keywords": [ + [ + "" + ], + [ + "old violinists", + "never die", + "unstrung" + ], + [ + "" + ], + [ + "VIOLINISTS", + "die", + "unstrung" + ], + [ + "violinists", + "unstrung" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2078", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "", + "Patsy is the name of a person, short for Patricia or Patrick. A patsy is a term used to describe someone who is easily taken advantage of, and blamed. The joke is centered on the word patsy because it's the name of the person that's being blamed, but patsy is the term used to describe someone who is given the blame. ", + "Patsy is a nickname. A patsy is someone who has been taken advantage of and been blamed for something. So Patsy is a patsy.", + "This is a play on words. The word \"Patsy\" Is a person's first name but a \"patsy\" is also a term for a person who's taken the blame for something.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Patsy", + "fault" + ], + [ + "Patsy's", + "fault" + ], + [ + "Patsy' s", + "fault" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1626", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 3, + 0 + ], + "Natural language explanation": [ + "Sturgeon, which sounds like surgeon, is a type of fish", + "A sturgeon is a type of fish.\"Sturgeon\" sounds like \"surgeon\". A surgeon is a type of doctor that can help you feel better with surgery if that is what is needed to help get rid of an illness. The joke is on sick fish going to the \"sturgeon\" which sounds like \"surgeon\". ", + "A sturgeon, a species of fish, sounds like surgeon, a doctor that operates on an ill person. A sturgeon surgeon.", + "This is a play on words. The word \"sturgeon\" is a type of fish but sounds like \"surgeon\" meaning a medical practitioner qualified to practice surgery. ", + "" + ], + "Joke keywords": [ + [ + "fish", + "sturgeon" + ], + [ + "sick fish", + "sturgeon" + ], + [ + "sick fish", + "sturgeon" + ], + [ + "Sick fish", + "sturgeon" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_96", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "", + "A bomb is an explosive device designed to explode when detonated. Blow up is another term for explode. Blow up also means to get extremely and openly angry. The joke is centered around the term \"blow up\" and using it to describe how a bomb inventor may act.", + "Bombs explode, or blow up. Blow up is also being used to mean to start yelling in anger.", + "This is a play on words. To \"blow up\" at someone means to snap in anger but \"blow up\" also refers to a bomb going off and exploding.", + "bombs are known to blow up " + ], + "Joke keywords": [ + [ + "" + ], + [ + "argue", + "bomb inventor", + "blow up" + ], + [ + "bomb invent", + "blow up" + ], + [ + "argue", + "bomb inventor", + "blow up" + ], + [ + "bomb", + "blow up" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1126", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "Calves refers to both the muscle of the cowboys and the cows", + "Cowboys are arnimal herders that tend to cattle. Cows are cattle. A calf is a baby cow. The plural of calf is calves. Calves can also refer to the muscle at the back of a person's leg below the knee. Branding is the act of marking another by burning their flesh with heat from an iron. This leaves the branded area sore. The joke is playing on the word calves and its different meanings. Calves, or the muscle beneath the knee, can get sore from exercise. Calves, the baby cows, are sore from getting branded. ", + "", + "This is a play on words. The \"calf\" muscles are part of the lower leg that can get sore during exercise but \"calves\" are also baby cows who are branded by cowboys.", + "" + ], + "Joke keywords": [ + [ + "cowboys", + "calves" + ], + [ + "branding", + "cowboys", + "sore calves" + ], + [ + "" + ], + [ + "branding", + "cowboys", + "sore calves" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1490", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 4, + 3 + ], + "Natural language explanation": [ + "", + "Lox is brined salmon, a type of fish. Lox is the homophone of locks. Locks are metal mechanisms used to keep a door, or lid fastened shut. \"Secure them with lox\" sounds like \"secure them with locks\" or secure the fish with locks so no one can steal them. The joke is on the word \"lox\" and its homophone \"locks\". ", + "Lox is a smoked salmon filet, and sounds like locks, which are used to secure an opening with a key. Locks on the lox.", + "This is a play on words. The word \"locks\" means a mechanism for keeping a lid closed but \"locks\" sounds like \"lox\" meaning a filet of brined salmon.", + "lox is another word for smoked salmon " + ], + "Joke keywords": [ + [ + "" + ], + [ + "stealing", + "smoked salmon", + "lox" + ], + [ + "smoked salmon", + "secure", + "lox" + ], + [ + "stealing", + "salmon", + "lox" + ], + [ + "smoked salmon", + "lox" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1460", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Blanks in documents are called spaces", + "To feel \"spaced out\" means to feel mentally absent, or unaware of one's surroundings. To put blanks on documents is to put spaces on documents. This joke is playing on the word \"spaced out\" and its different meanings. ", + "", + "This is a play on words. The phrase \"spaced out\" means to become inattentive or distracted but \"spaced out\" also refers to the presence of spaces or blanks between words in a written manuscript.", + "blanks is just another word for empty and spaced out means nothing " + ], + "Joke keywords": [ + [ + "blanks" + ], + [ + "blanks", + "document", + "spaced out" + ], + [ + "" + ], + [ + "blanks", + "document", + "spaced out" + ], + [ + "blanks", + "spaced out" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_311", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Yeast is a baking ingredient that helps dough rise", + "Yeast sounds close to the word least. \"It's the least he could do\" is a common saying meaning it's the smallest, or easiest thing someone could do. Yeast is a type of fungus that is added to bread dough to help make it rise. A baker is someone that bakes bread. The joke is on the word \"yeast\" and how it sounds like \"least\". ", + "Yeast is a leavening agent used in the making of bread that will cause the bread to puff up, or rise, during baking. Yeast rhymes with least. Rise is also being used to mean get up in order to act.", + "This is a play on words. The \"least\" someone can do is the minimum they're obligated to do. However, \"least\" sounds like \"yeast\" meaning a fungus used for baking bread. The joke compares bakers rising to the occasion to the way yeast rises during the bread baking process. ", + "yeast rises in baked goods " + ], + "Joke keywords": [ + [ + "baker", + "yeast" + ], + [ + "good baker", + "rise", + "yeast" + ], + [ + "baker", + "rise", + "yeast" + ], + [ + "baker", + "rise", + "occasion", + "yeast" + ], + [ + "baker", + "yeast rise", + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_220", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "The speaker is finding the square root", + "Finding \"the root of a problem\" means finding the basic cause, or origin of something. A square number is a number multiplied by itself. We see the words \"square\" and \"root\" in the joke. The square root is a number which produces a quantity when multiplied by itself. The joke is circled around the word \"root\" and how it can create \"square root\" and also fit into the saying \"the root of the problem\". ", + "", + "This is a play on words. The \"root\" of something means the main cause of a problem but a \"square root\" is a mathematical term.", + "root and square numbers are math terms " + ], + "Joke keywords": [ + [ + "equations", + "numbers" + ], + [ + "equations", + "square numbers", + "root of the problem" + ], + [ + "" + ], + [ + "equations", + "square numbers", + "root", + "problem" + ], + [ + "root", + "square", + "numbers", + "equation" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1677", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "Gardeners mow (sounds like moe) lawns", + "Moe is a homophone of \"mow\". The verb \"mow\" can refer to cutting grass, as we see in \"mow the lawn\". Grass is often found near or in gardens. The joke is playing on the word \"Moe\" and its homophone \"mow\". ", + "", + "This is a play on words. The word \"Moe\" is a common first name but sounds like \"mow\" meaning to cut grass as a gardener does.", + "mow sounds like moe which gardeners do " + ], + "Joke keywords": [ + [ + "gardener" + ], + [ + "Moe", + "gardener" + ], + [ + "" + ], + [ + "name", + "Moe", + "gardener" + ], + [ + "moe", + "gardener" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_43", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "They have to make a good luggage case, but also convince (\"make a case\") you to buy", + "Case can be short for suitcase. A suitcase is a case with a handle and a hinged lid. It's considered luggage. To \"make a good case\" means to \"make a good argument\" for something. So, here the luggage salespeople have to be convincing in getting you to buy their luggage by creating a good case. The joke is centered on the word \"case\" and how it can be used to describe luggage, but also a persuasive perspective. ", + "Case is used to mean both a container, such as a suitcase which is a piece of luggage, and an argument.", + "This is a play on words. The word \"case\" means a proposal or pitch to convince someone to do something but a \"case\" also means a suitcase that a luggage salesperson is likely to sell.", + "suit case is another word for luggage " + ], + "Joke keywords": [ + [ + "luggage", + "salespeople" + ], + [ + "luggage", + "salespeople", + "case" + ], + [ + "luggage", + "case" + ], + [ + "Luggage salespeople", + "good case" + ], + [ + "luggage", + "case", + "buy" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1754", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Reported means to make a formal statement about something. The word 'port\" can be found in \"reported\". A port is a harbor, and a harbor is where Tom is trying to take the ship. This joke is on the word \"reported\" and how \"port\" can be found in that word and linked to the ship Tom is going to move. ", + "A harbor and a port are places for a ship to dock. Report is being used to mean both give a formal account and to go back into harbor.", + "This is a play on words. The word \"reported\" means officially announced or described but a \"port\" is an inland city off the coast of a harbot where ships unload.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "ship", + "harbor", + "reported" + ], + [ + "back into harbor", + "reported" + ], + [ + "ship", + "harbor", + "reported" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_723", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 5, + 3 + ], + "Natural language explanation": [ + "Pane here replaces the word \"pain,\" but refers to window panes", + "Pain is a homophone of pane. A pane is a single sheet of glass, often used to make windows. Pain is a type of suffering caused by injury. Though he crashed through the windows, he felt \"no pane' which sounds like \"no pain\". The joke is on the word \"pane\" which describes window glass, but sounds like \"pain\". ", + "A pane is the sheet of glass and the frame around the glass that comprise the window. Pane sounds like pain, which is a response to injury, which is the expected reaction to violently breaking through a window. So he felt neither the window itself or the expected pain.", + "This is a play on words. The word \"pain\" means suffering or discomfort caused by injury, as one would experience crashing through a window. However, \"pain\" sounds like \"pane\" which is a sheet of glass in a window or door. ", + "A winow pane is a glass in a window." + ], + "Joke keywords": [ + [ + "window" + ], + [ + "windows", + "pane" + ], + [ + "crashed", + "windows", + "pane" + ], + [ + "crashed", + "windows", + "no pane" + ], + [ + "window", + "pane" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1943", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "This is a pun for \"flat dwelling,\" since flat refers to being vertical and a type of shelter and dwelling means to live", + "", + "", + "This is a play on words. The term \"flat dwelling\" means a building arranged in separate units but here \"flat dwelling\" means buildings that are literally flat, meaning level and smooth. The punchline is that vertical living spaces are \"flat\" dwellings because they are all height and very little width.", + "vertical is going up and down while horizontal is flat " + ], + "Joke keywords": [ + [ + "vertical" + ], + [ + "" + ], + [ + "" + ], + [ + "Vertical living", + "flat dwelling" + ], + [ + "vertical", + "flat" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2150", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "It's saying you can choose your friends, but don't harm your friendship so that it falls to pieces", + "To \"pick something to pieces\" means to criticize all aspects of something. \"To pick\" means to select. The joke is centered on the word pick and how it can be used to describe selecting something, or to criticize something.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "friends" + ], + [ + "pick", + "friends", + "pieces" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_658", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "Hypnotists make suggestions for you to do while you're under hypnosis", + "A suggestion is a psychological process carried out during hypnosis to get another person to think and act a certain way. The joke is using the word \"suggestions\" as if it's an item you could buy. So, when a business has no more things to sell, they can't earn a profit, and they go out of business. The joke is centered on the word suggestion. ", + "", + "This is a play on words. The word \"suggestion\" means an idea or plan but a hypnotic \"suggestion\" is a directive given to someone in a hypnotic trance.", + "" + ], + "Joke keywords": [ + [ + "hypnotist" + ], + [ + "hypnotist", + "business", + "suggestions" + ], + [ + "" + ], + [ + "hypnotist", + "out of business", + "ran out", + "suggestions" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2141", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "A ledger is a book containing records of account transactions. Accounting is the process of keeping financial accounts. Accounting also means to consider or regard in a certain way. The joke is on the word \"accounting\" and its different meanings. ", + "", + "This is a play on words. The word \"accouning\" means the action of keeping financial accounts, as one does in a ledger. But \"accounting\" also refers to a person being accountable for themselves and their actions.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "ledger", + "accounting" + ], + [ + "" + ], + [ + "Life\u2019s", + "ledger", + "accounting", + "ourselves" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2167", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 4 + ], + "Natural language explanation": [ + "Sushi is made out of seafood, which the speaker is implying is bait", + "", + "", + "", + "fish is used as baid and sushi is raw fish " + ], + "Joke keywords": [ + [ + "sushi" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "sushi", + "bait" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1555", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "", + "\"Broke it off\" has two meanings. It can mean to end a relationship with, and it can also mean to become physically separate. The person in this joke has a boyfriend with a wooden leg. If the person has a wooden leg, that means their real leg became detached at one point. \"Broke it off\" can refer to what happend to the leg, as in, she broke off her boyfriend's leg. \"Broke it off\" can also be directed at the relationship, as in, she ended the relationship with her boyfriend. The joke is centered around \"broke it off\" and how it could refer to two different things. ", + "", + "This is a play on words. The phrase \"break it off\" means to stop being in a relationship with someone but here \"break it off\" refers to the subject of the joke breaking off her boyfriend's leg.", + "you can break wood into pieces " + ], + "Joke keywords": [ + [ + "" + ], + [ + "boyfriend", + "wooden leg", + "broke it off" + ], + [ + "" + ], + [ + "boyfriend", + "wooden leg", + "broke it off" + ], + [ + "wooden", + "broke it off" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1166", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + "", + 0, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "The joke makes you think the speaker majored in being a medical nurse at first, but when they say they ran out milk you realize they meant feeding infants", + "", + "", + "This is a play on words. The word \"nursing\" is the profession of providing care for the sick and infirm but \"nursing\" also refers to a mother breastfeeding milk to a baby.", + "" + ], + "Joke keywords": [ + [ + "nursing", + "milk" + ], + [ + "" + ], + [ + "" + ], + [ + "majored", + "nursing", + "milk" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_120", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "The word differentiate can mean to recognize what makes someone or something different. As peole age, sometimes their vision gets worse, or their mental faculties decline which hinder them from being able to properly differentiate things. In mathematics, to differentiate is to transform a function into its derivative. The joke is centered around the word \"differentiate\" and ties in nicely with the old math professor described. ", + "", + "This is a play on words. The word \"differentiate\" means to recognize what makes something different but \"differentiate\" also refers to the process of finding a derivative in mathematics.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "math profs", + "never die", + "differentiate" + ], + [ + "" + ], + [ + "math profs", + "die", + "differentiate" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_95", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "", + "Shouldering means to push through something that is bad or difficult. A shoulder is the upper joint of the human arm. The corporeal possibly dislocated his shoulder but is still shouldering on through the pain. The joke is centered on the word \"shoulder\" and \"shouldering\". ", + "", + "This is a play on words. The phrase \"soldiering on\" means to continue to do something even though it is difficult but \"soldiering\" sounds like \"shouldering\" refering to part of the body connected to the body. Here, \"shouldering on\" means carrying on despite the soldier having an injured shoulder.", + "the arm and shoulder are close to each other " + ], + "Joke keywords": [ + [ + "" + ], + [ + "corporeal", + "arm", + "shouldering on" + ], + [ + "" + ], + [ + "corporal", + "dislocated", + "arm", + "shouldering on" + ], + [ + "dislocated", + "arm", + "shouldering" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_25", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 4, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "\"Thick and tired\" is close to the phrase \"sick and tired\" which means to be thoroughly fed up with something to the point of fatigue. When someone is on a diet, it typically means that they are limiting the amount of food they are eating in order to lose weight, or fat. Thick people are typically chubby people, or people that are considered to have a decent amount of weight on them. ", + "", + "This is a play on words. The phrase \"sick and tired\" means thoroughly fatigured or fed up but \"sick\" sounds like \"thick\" meaning having a dense or heavy mass. Here \"thick and tired\" refers to diets being for people who are \"thick\", or weigh a lot.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "diets", + "thick and tired" + ], + [ + "" + ], + [ + "Diets", + "thick and tired" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_848", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 3, + 2, + 0 + ], + "Natural language explanation": [ + "A reed is a piece of a clarinet. It is used to replace \"read\" since reading music is necessary to play", + "Read is a homophone of reed. To read means to comprehend the meaning of something by interpreting the characters seen. A reed is a part of the plant of grass. In order to produce sound in a clarinet, it needs a reed in the mouthpiece. \"Couldn't reed music\" sounds like \"couldn't read music\" meaning they couldn't understand the music they were looking at. \"Read\" was replaced with \"reed\" to reference the clarinet reed used in the mouthpiece. This joke is playing on the word \"reed\" becauase it sounds like \"read\".", + "The clarinet is a wood wind instruments, which require a thin strip of material to produce a sound, called a reed. Reed sounds like read, which is observing and understanding characters. The clarinetist is unable to read musical notation and she can't use an essential part of her instrument.", + "This is a play on words. The phrase \"read music\" means able to look at and understand the symbols used in written music but a \"reed\" is a mouthpiece used to play instruments like the clarinet.", + "" + ], + "Joke keywords": [ + [ + "clarinettist", + "music" + ], + [ + "clarinettist", + "reed", + "music" + ], + [ + "clarinet", + "reed" + ], + [ + "clarinettist", + "couldn' t reed music" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_829", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "A convict is someone who is guilty of criminal offense and is serving a sentence of imprisonment. A prison has bars, or long metal poles that keep a convict away from others they might hurt. Bars could refer to music, or places where people get alcoholic beverages. This joke is a play on the word \"bars\" and its different meanings. ", + "", + "This is a play on words. A \"bar\" is a drinking establishment but \"bars\" also cover the windows of prisons where convicts dwell.", + "behind the bar is used when people are in jail " + ], + "Joke keywords": [ + [ + "" + ], + [ + "convict's daughter", + "bars" + ], + [ + "" + ], + [ + "Convict' s daughter", + "knew", + "bars" + ], + [ + "convict's", + "bars" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1456", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 0 + ], + "Natural language explanation": [ + "Gruel is a type of soup. The word gruel here is replacing the word cruel in the phrase \"cruel and unusual\"", + "\"Gruel and unusual punishment\" sounds like \"cruel and unusual punishment\" which is a phrase in common law that describes a punishment considered unacceptable due to the pain of the punishment being excessive and not matching the crime committed. Gruel is a type of food consisting of oats, wheat, or rye that has a lot of liquid. Gruel is a lot like soup because they both have a high water content. This joke is playing on \"gruel and unusual punishment\" because it sounds like \"cruel and unusual punishment\".", + "Soup is liquid food similar in consitency to gruel, a thin watery porridge, often of low quality. Gruel sounds like cruel, which is part of the phrase cruel and unusual punishiment.", + "This is a play on words. The phrase \"cruel and unusual punishment\" means punishment deemed unacceptable due to the degree of suffering inflicted. However, \"cruel\" sounds like \"gruel\" which is a liquid porridge commonly offered in prison.", + "" + ], + "Joke keywords": [ + [ + "soup", + "gruel" + ], + [ + "soup", + "gruel and unusual punishment" + ], + [ + "soup", + "bad", + "gruel" + ], + [ + "soup", + "gruel and unusual punishment" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_496", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "Scores means both plenty and the sheet music a composer writes", + "In music, a score is a musical document that contains parts of an orchestral performance. Credit means acknowledgement. So, this person has \"scores of works to her credit\" meaning it is acknowledged that she has many works done in her name. Credit also has another meaning. Credit is a type of currency built on trust. It is something that is used to obtain goods or services. When credit is used, there is credit debt that can only be paid off with money. So, I think this joke is tying in \"credit score\" which is a score that lets others know how responsible you are when it comes to paying off credit with \"musical scores\" and acknowledgement. This joke is playing on the words \"credit\" and \"scores\" and their different meanings. ", + "Score is used to mean both a musical score, which is what a composer makes, and a large number.", + "This is a play on words. The word \"scores\" means a large amount of but a \"score\" is also a musical work or document.", + "" + ], + "Joke keywords": [ + [ + "composer", + "scores" + ], + [ + "composer", + "scores", + "credit" + ], + [ + "composer", + "scores" + ], + [ + "composer", + "scores of work" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_8", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "", + "A vault is a large room for storage of valuables. Banks often have vaults to store valuables. In sports, a high jumper is someone that jumps over a bar without any help from a pole that a pole vaulter would use. In sports, vaulting, or pole vaulting, is when someone tries to jump over a bar while using a flexible pole. I think the joke is trying to combing banking terminology with track and field terminology, since we see that crossover in the word \"vault\". ", + "", + "This is a play on words. A bank \"vault\" is a secure place where money is stored but a pole \"vault\" is a track and field event where athletes jump over a high bar using a long pole.", + "vaul is a sport where you jump with a stick but also means a bank vault " + ], + "Joke keywords": [ + [ + "" + ], + [ + "bank manager", + "high jumper", + "vault" + ], + [ + "" + ], + [ + "bank", + "high jumper", + "vault" + ], + [ + "bank manager", + "high jump", + "vault" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_579", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "To round the bases in baseball is to go to each base. This joke is saying the baseball player went to every military base", + "In baseball, a base is one of four spots that must be reached in order to score a run. A military base is a facility operated and owned by the military. The joke is playing on the word \"bases\" and its different meanings when it comes to baseball and the military.", + "Bases are being used to mean both miltary compounds that house soldiers and the corners baseball infield that a player has to touch. ", + "This is a play on words. A military \"base\" is a facility owned by the military but a \"base\" in baseball is one of three spots on a baseball field that a baserunner must touch to score a run.", + "baseball has bases while playing " + ], + "Joke keywords": [ + [ + "baseball", + "army" + ], + [ + "baseball player", + "army", + "military bases" + ], + [ + "baseball player", + "army", + "military bases" + ], + [ + "baseball player", + "army", + "round", + "military bases" + ], + [ + "baseball", + "army", + "military", + "bases" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_51", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Cows make a noise that sounds like \"moo.\" When reading this joke out loud, the \"oo\" should be emphasized.", + "The sound a cow makes is \"moo\". The word \"moo\" can be found in \"mood\". When someone or something is \"in the mood\" it means they feel like doing something. This joke is playing on the word \"mood\" because it has \"moo\" in it which references the sound a cow makes. ", + "The onomatopoeia of the noise cows make is \"moo\". Moo is in the first three letters of mood. ", + "This is a play on words. To be \"in the mood\" means having a desire to do something but \"mood\" sounds like \"moo-d\" referring to the \"moo\" sound that cows make.", + "moo is in the word mood which is a sound cow makes " + ], + "Joke keywords": [ + [ + "cows" + ], + [ + "cows", + "noise", + "mood" + ], + [ + "cows", + "mood" + ], + [ + "Cows", + "noise", + "in the mood" + ], + [ + "cows", + "noise", + "mood" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1941", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "A reaction in chemistry is a result of an expirement. The chemist's reaction was the way his expression changed", + "A reaction is a chemical process in which two or more substances act on each other and are changed. A reaction is also a person's ability to respond physically and mentally to external stimuli. Disappointment can be seen and worn on the face as a reaction. The joke is playing on the word reaction and its different meanings. ", + "", + "This is a play on words. The word \"reaction\" means a person's response to external stimuli but a chemical \"reaction\" is the process where one set of chemical substances transforms into another.", + "reactions happens when chemist mix solutions together " + ], + "Joke keywords": [ + [ + "chemist" + ], + [ + "chemist", + "experiment", + "reaction" + ], + [ + "" + ], + [ + "chemist", + "disappointed", + "reaction" + ], + [ + "chemist", + "experiment", + "reaction" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1562", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "To be buried in your work is to be overwhelmed in your work. Here, the use of the word buried alludes to burying caskets as well.", + "A mortician is someone whose job it is to host funerals for the dead. Dead people are buried after a funeral service. To be \"buried in work\" means to have a ton of work to do. The joke is centered around the word \"buried\" and its different uses. ", + "Buried in work is an expression for being extremely busy with work. Part of the morticians profession is preparing bodies for burial. Part of the joke is the implication of the mortician being literally buried alive.", + "This is a play on words. To be \"buried\" in something means to be absorbed in full concentration but \"buried\" also refers to how dead bodies are buried in graves underneath the ground.", + "A mortician is a person whose job is to deal with the bodies of people who have died and to arrange funerals." + ], + "Joke keywords": [ + [ + "mortician" + ], + [ + "mortician", + "dinner", + "buried in his work" + ], + [ + "mortician", + "buried" + ], + [ + "mortician", + "buried", + "work" + ], + [ + "mortician", + "buried" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "het_293", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. There's a common phrase that \"absence makes the heart grow fonder\" meaning people being apart can help them grow closer. However, \"absence\" osunds like \"abstinence\" meaning refraining from sexual intercourse.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Abstinence", + "heart", + "fonder" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_908", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "A lot of little shoots alludes to both bullets pysically shooting and the stems of a plant", + "In botany, shoots are short plants that have just grown in. Bullets are metal projectiles that are used to fill guns. A gun is weapon that shoots bullets, or expels bullets. The joke is on the word \"shoots\" and its different meanings. ", + "Shoot is used to mean both to shoot bullets from a gun, and shoots, the sprouting part of a plant. ", + "This is a play on words. The word \"shoots\" refers to firing bullets from a gun but a \"shoot\" is also a term for a plant stem and its appendages.", + "" + ], + "Joke keywords": [ + [ + "bullets" + ], + [ + "bullets", + "little shoots" + ], + [ + "planted", + "bullets", + "shoots" + ], + [ + "planted bullets", + "shoots" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 3, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_132", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A collection agency will send a written 'bill', demanding money for something. The person's name is also Bill.", + "This is a pun on 'bill' which is a name, but 'bill' is also an amount of money owed for goods supplied or services rendered, set out in a printed or written statement of charges, which is what collection agencies send out", + "", + "This is supposed to be funny because Bill is a male name and the debts that collection agencies go after, but it's not.", + "This is a pun on how people at collection agencies collect bills from people." + ], + "Joke keywords": [ + [ + "Bill", + "collection agency" + ], + [ + "Bill", + "collection", + "agency" + ], + [ + "" + ], + [ + "Bill", + "collection agency" + ], + [ + "Bill", + "collection agency" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1226", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is that when a lawn is dying, it may 'recede' or the grass becomes thinner, so instead of dying, these lawn care workers just recede instead.", + "This is a pun on 'recede' which means to go or move back or further away from a previous position and it's being used here because lawns can recede over time ", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on how recede sounds like re-seed and lawn care workers put seeds on your lawn to grow grass." + ], + "Joke keywords": [ + [ + "LAWN CARE WORKERS", + "die", + "recede" + ], + [ + "lawn care", + "workers", + "recede" + ], + [ + "" + ], + [ + "OLD LAWN CARE WORKERS", + "die", + "recede" + ], + [ + "LAWN CARE WORKERS", + "die", + "recede" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_751", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A rattle snake is a type of snake that this may be. To rattle something off is to say something quickly or easily from memory.", + "", + "", + "So 'rattled' is supposed to be a play on 'rattlesnake', but it doesn't make sense in context.", + "This is a pun on how some snakes have tails that rattle." + ], + "Joke keywords": [ + [ + "snake", + "rattled off" + ], + [ + "" + ], + [ + "" + ], + [ + "Go away", + "snake", + "rattled off" + ], + [ + "snake", + "rattled off" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1750", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A hermit is a 'recluse' or someone who doesn't go out very much, and instead stays alone inside. 'Recluse' sounds like 'reckless' which would make more sense as 'reckless driving' is something one might actually get charged with.", + "This is a pun on 'reckless' which is without thinking or caring about the consequences of an action, But 'recluse' is used in it's place because it sounds similar and becase 'recluse' means a person who lives a solitary life and tends to avoid other people, which is essentially what a hermit is", + "reclusive sounds like reckless ", + "The joke makes no sense - a hermit avoids people, so why would he be driving to a populated area?", + "This is a pun on how hermits are recluses and like to isolate themselves. Recluse sounds similar to reckless" + ], + "Joke keywords": [ + [ + "hermit", + "drove", + "charged", + "recluse driving" + ], + [ + "hermit", + "recluse", + "driving" + ], + [ + "" + ], + [ + "hermit", + "drove to town", + "recluse driving" + ], + [ + "hermit drove", + "recluse driving" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1312", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Mendel' sounds like 'mend' so it was used in the phrase 'mend defective genes'. Gregor Mendel was a famous scientist.", + "This is a pun on 'mend' which means to repair something, but 'mendel' is used in it's place because it sounds similar and because it's the name of Gregor Mendel who was a biologist", + "", + "mendel' is a play on 'mend', as well as being an allusion to Gregor Mendel, a famous geneticist. ", + "This is a pun on how Mendel was the Father of Genetics and the joke is about a geneticist. Mendel has the word mend in it." + ], + "Joke keywords": [ + [ + "geneticist", + "taught", + "students", + "mendel", + "defective genes" + ], + [ + "geneticist", + "mendel", + "genes" + ], + [ + "" + ], + [ + "genetecist", + "how to mendel", + "defective genes" + ], + [ + "geneticist", + "mendel defective genes" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1106", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Kraft is a brand name that sells cheese. To do or say something 'craftily' is to do it in an artful manner.", + "", + "", + "Tom was planning something mischievous or devious with the cheese slices, and 'craftily' is a play on 'Kraft': a brand that makes individually wrapped cheese slices.", + "This is a pun on how craftily has the word craft in it and Kraft is a popular cheese brand." + ], + "Joke keywords": [ + [ + "pre - packed cheese slices", + "said", + "craftily" + ], + [ + "" + ], + [ + "" + ], + [ + "pre-packed cheese slices", + "craftily" + ], + [ + "Give me some pre - packed cheese slices, said Tom craftily." + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_258", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "This could've been a better joke about a master gossiper losing their confidence (and confidants) after spreading a false rumor that blew up in their face.", + "This is a pun on how confidants are people you share gossip or some other sort of secret to and it sounds like confidence." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD GOSSIPS", + "die", + "lose their confidants" + ], + [ + "GOSSIPS", + "die", + "lose their confidants" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_108", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Easily' means 'without difficulty', but the word sounds like 'easel' which is a stand for holding a canvas or paper for making art while it is being worked on.", + "", + "", + "Again, the adverb makes no sense in context.", + "This is a pun on easily and how it has what sounds like the word \"easel\" in it. An easel is what you put your canvas on while you paint." + ], + "Joke keywords": [ + [ + "painting", + "said", + "easily" + ], + [ + "" + ], + [ + "" + ], + [ + "painting", + "easily" + ], + [ + "painting", + "easily" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_142", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Fruitlessly' means 'unsuccessfully'. It can also mean 'without fruit'.", + "", + "", + "Tom felt like the effort was futile or pointless, and 'fruitless' refers to oranges, which are a fruit.", + "This is a pun on how an orange is a fruit and he does not have an orange so he is fruitless." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "oranges", + "fruitlessly" + ], + [ + "no oranges", + "fruitlessly" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_676", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "", + "", + "steal away can mean leave stealthily but it also uses the word steal", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on the phrase \"steal away\", which means to sneak away, and how burglars steal." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "burglars", + "steal" + ], + [ + "OLD BURGLARS", + "die", + "steal away" + ], + [ + "burglars", + "die", + "steal away" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1589", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. The phrase is typically 'act your age' which means act less childish. Wage is the pay an employee gets for working. The phrase possibly means be as responsible or mature as you are getting paid for.", + "This is a pun on the phrase 'act your age' which means behave in a manner appropriate to someone of one's age and not to someone much younger, but 'wage' which means a fixed regular payment, typically paid on a daily or weekly basis, made by an employer to an employee, especially to a manual or unskilled worker, is used in it's place because it sounds similar to 'age' and because having a steady wage may help you get out of debt", + "", + "This could be both a joke and a platitude. 'act your wage' is a play on 'act your age', both of which refer to acting appropriately relative to one's level of wealth or life experience.", + "This is a pun on how age sounds like wage, and earning high enough wages can keep you from staying in debt by allowing you to pay off your debt or avoid taking out loans alltogether. If you don't earn a wage because you refuse to work, it suggests you are childish and should act your age and get a job." + ], + "Joke keywords": [ + [ + "debt", + "act your wage" + ], + [ + "debt", + "act", + "wage" + ], + [ + "" + ], + [ + "out of debt", + "act your wage" + ], + [ + "stay out of debt", + "act your wage" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_893", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. A person who works at the desk at a bank is called a bank 'teller'. To say something 'tellingly' is to say it with a striking or revealing effect; significantly.", + "", + "", + "By saying he worked at a bank, Tom revealed something about himself or his knowledge. 'tellingly' is also a play on the bank teller role he probably works.", + "This is a pun on how tellingly has the word tell in it and tell sounds like teller. Bank tellers work at banks. " + ], + "Joke keywords": [ + [ + "work", + "bank", + "said", + "tellingly" + ], + [ + "" + ], + [ + "" + ], + [ + "work", + "bank", + "tellingly" + ], + [ + "work at a bank", + "tellingly" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_113", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "Anybody who owns a printer has had to deal with the hassle when their printer died. Not. Funny.", + "This is a pun on how printers print out the documents that you type in." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD PRINTERS", + "die", + "not the type" + ], + [ + "PRINTERS", + "die", + "not the type" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_327", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 4, + 1, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A 'square meal' is a substantial, satisfying, and balanced meal. If the plate is shaped like a square, one could also say it was a 'square meal'.", + "This is a joke on the phrase 'square meal' which means a substantial, satisfying, and balanced meal, so the joke is that here is that a square plate with four corners would be a square meal", + "sqaure meal means a full meal but sqaure can refer to the shape of the plate", + "A square meal is one that includes multiple sources of nutrients. It's also a pun on the shape of the plate.", + "This is a pun on how a square is a shape with four corners and a square meal is a substantial, satisfying, and balanced meal." + ], + "Joke keywords": [ + [ + "plate", + "four corners", + "square meal" + ], + [ + "plate", + "corners", + "square meal" + ], + [ + "" + ], + [ + "plate", + "four corners", + "square meal" + ], + [ + "plate with four corners", + "square meal" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_922", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Piously' means marked by or showing reverence for deity and devotion to divine worship. The start of the word is 'pi' which is a symbol that stands for the ratio of the circumference of any circle to the diameter of that circle. The number spoken is the start of pi's decimal sequence.", + "", + "", + "", + "This is a pun on the how piously has the word pi in it and 3.142 is the value of pi." + ], + "Joke keywords": [ + [ + "3 . 142", + "enumerated", + "piously" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "3 . 142", + "enumerated piously" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_642", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 0, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Carry it off' seems to mean 'enact the plan' but it could also literally mean picking up and carrying something away.", + "This is a pun on 'carry it off' which in this context means to successfully execute a plan, and it's being sed here because thieves literally carry out items they steal", + "carry it off can mean get away with it and it can mean taking something ", + "", + "This is a pun on \"carry it off\", which is another way of saying \"pull it off\". Thieves carry things away when they steal." + ], + "Joke keywords": [ + [ + "thief", + "plan", + "carry it off" + ], + [ + "theif", + "plan", + "carry it" + ], + [ + "thief", + "carry it off" + ], + [ + "" + ], + [ + "thief", + "bold plan", + "carry it off" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1271", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "The anti-lock brake system, or ABS, is a relatively new technology in a car. 'braking news' is also a pun on 'breaking news' used because ABS is one letter short of ABC: American Broadcasting Corporation.", + "This is a pun on \"braking\" sounding like \"breaking\" and how ABS is a car brake." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "ABS", + "braking news" + ], + [ + "first heard of the ABS", + "braking news" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_810", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. To 'fret' over something is to worry about it. A guitar also has 'frets' on its neck to easily find the notes.", + "This is a pun on the phrase 'don't fret' which simply means not to worry, and it's being used here because 'fret' also means a repeating ornamental design of interlaced vertical and horizontal lines, such as the Greek key pattern, which guitars have", + "fret can mean worry or it can mean fingering positions when playing a guitar ", + "A fret is part of a guitar, and 'to fret' means to worry.", + "This is a pun on how a fret is a way of playing the guitar and if you break a guitar string you can't play." + ], + "Joke keywords": [ + [ + "break", + "string", + "guitar", + "don' t", + "Fret" + ], + [ + "srring", + "guitar", + "fret" + ], + [ + "string", + "guitar" + ], + [ + "break a string", + "guitar", + "fret" + ], + [ + "break a string on your guitar", + "don't Fret" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_670", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. To 'snap' can mean to make a sudden loud or angry retort to someone. One could also 'snap' a picture, meaning to capture a picture.", + "", + "", + "To snap is to lose one's temper, and cameras go 'snap' when a photo is taken", + "This is a pun on how people snap, or take, photos." + ], + "Joke keywords": [ + [ + "photographs", + "snapped" + ], + [ + "" + ], + [ + "" + ], + [ + "take photographs", + "snapped" + ], + [ + "take photographs", + "snapped" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1541", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "I think the joke is that 'pointe' refers to the tips of the toes, which one stands on in ballet shoes, but the phrase 'they have a point' would mean that someone has brought up a sound argument or reasoning.", + "", + "", + "", + "This is a pun on how ballet dancers dance on pointe while wearing ballet shoes." + ], + "Joke keywords": [ + [ + "ballet shoes", + "made", + "pointe" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "ballet shoes", + "pointe" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1236", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A fathom is a unit of length equal to six feet (approximately 1.8 m), chiefly used in reference to the depth of water. One could also use the word 'fathom' to mean 'understand', so the pirate could not understand why they ran aground, but there may not have been enough fathoms for the ship to sail through.", + "This is a pun on 'fathom' which means understand (a difficult problem or an enigmatic person) after much thought, but it also is a unit of length equal to six feet (approximately 1.8 m), chiefly used in reference to the depth of water, which is something a ship captain might be concerned with ", + "fathom means to understand but it's also a measure of depth ", + "A fathom is a unit of length equal to six feet (approximately 1.8 m), chiefly used in reference to the depth of water. In verb form, it means 'to understand'.", + "This is a pun on the word \"fathom\". To \"fathom\" means to measure the depth of water. The pirate ship went on land, where you can't measure the depth of the water because there isn't any water." + ], + "Joke keywords": [ + [ + "ship", + "ran aground", + "couldn' t fathom why" + ], + [ + "pirate", + "ship", + "fathom" + ], + [ + "" + ], + [ + "ship ran aground", + "couldn't fathom why" + ], + [ + "ship", + "aground", + "fathom" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_209", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. A symphony softball game sounds like both softball players and musicians such as bass players would be there. 'No men left on base' is a phrase in baseball or softball that means no runners are standing on first, second, or third base on the field. 'Base' was replaced with the identically sounding word 'bass' for the musical instrument. Both would be true if an attack happened.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "sniper attack", + "symphony", + "softball game", + "no men left on bass" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1579", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_670", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on how now sounds like no and you need to take advantage of your opportunities now or they will go away." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Opportunities", + "now" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_110", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a pun on how indents in the ice are called ruts and are bad to skate on." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Figure skaters", + "rut" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1705", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2143", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_291", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a very outdated reference to the Tom Swift novels that first came out in 1910(!)", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "name", + "Tom swiftly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_760", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. An optometrist is an eye doctor. The phrase 'the bird seed' sounds like a grammatical error in trying to say 'the bird saw', as in it was able to see again. Birds typically eat seeds commonly just referred to as 'bird seed'.", + "This is a pun on 'seed' which in this context 'bird seed' is food for birds, but it's also used because it sounds like, while gramatically incorrect, the past tense of the verb 'see'", + "seed sounds like see ", + "This is a pun that fails. Bird seed is food for birds and also a failed pun on 'the bird saw'.", + "This is a pun on how an optometrist, someone who specializes in treating vision problems, helped the bird to see and see sounds like seed and birds eat bird seeds." + ], + "Joke keywords": [ + [ + "treated", + "optometrist", + "the bird seed" + ], + [ + "optometrist", + "bird", + "seed" + ], + [ + "optometrist", + "bird seed" + ], + [ + "treated", + "optometrist", + "the bird seed" + ], + [ + "optometrist", + "bird seed" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_899", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_446", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1666", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. To do something 'vainly' is to do it with an excessively high opinion of one's appearance, abilities, or worth. A 'weather vane' is a device typically on roofs of buildings that turns to show the direction of the wind.", + "", + "", + "Why would someone be vain about being able to feel the wind???", + "This is a pun on how weather vanes show you which way the wind is blowing." + ], + "Joke keywords": [ + [ + "can tell", + "which way", + "wind blows", + "said", + "vainly" + ], + [ + "" + ], + [ + "" + ], + [ + "which way", + "wind blows", + "vainly" + ], + [ + "wind blows", + "vainly" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_163", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Vent' can refer to an air duct, or when somebody 'vents' they are speaking their mind and letting their stress out.", + "This is a pun on 'vent' which is an opening that allows air, gas, or liquid to pass out of or into a confined space, but 'vent' also means to give free expression to (a strong emotion)", + "vent can mean get something off your chest or it can mean a literall air vent ", + "Get it? 'Cause they can vent their feelings in union meetings and air ducts are vents andoh never mind.", + "This is a pun on how vents are where air ducts open into the house and venting is when you express your anger about something." + ], + "Joke keywords": [ + [ + "air duct installers", + "union", + "opportunity", + "to vent" + ], + [ + "air duct", + "installers", + "vent" + ], + [ + "air duct", + "vent" + ], + [ + "air duct", + "installers union", + "vent" + ], + [ + "air duct installers union", + "vent" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_329", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. A 'melody' is a key part of a song or tune. The person is a musician and their name coincidentally is also Melody.", + "This is a pun on 'melody' which can be a name, but 'melody' also a core component in music", + "", + "", + "This is a pun on how a musician plays a melody." + ], + "Joke keywords": [ + [ + "Melody", + "Musician" + ], + [ + "name", + "melody", + "musician" + ], + [ + "" + ], + [ + "" + ], + [ + "Melody", + "Musician" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1152", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Doughnuts have holes in the center. To eat something whole is to eat it in one bite. Saying 'eating the doughnut whole' could sound like eating just the hole part that is removed from the donut.", + "This is a pun on 'doughnut hole' which are the small circular doughnut bites, but 'whole' is used here in place of 'hole' because it sounds similar and because it implies that the speaker ate the last doughnut in one single bite", + "", + "Understandable. She ate the last donut in one bite, and/or it could've been a donut hole.", + "This is a pun on how donuts are also called donut holes." + ], + "Joke keywords": [ + [ + "doughnut", + "whole" + ], + [ + "Donuts", + "doughnut", + "whole" + ], + [ + "" + ], + [ + "ate", + "last doughnut whole" + ], + [ + "longing", + "Dunkin' Donuts box", + "ate", + "doughnut whole" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_917", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A blacksmith would 'fire up' a forge to smith metals. Getting 'fired up' may also mean to be very energetic and enthusiastic about something.", + "This is a pun on 'fired up' which means to fill (someone) with energy or enthusiasm, but it's also being used because blacksmiths work closely with fire", + "fired up means excited but it can also mean when they heat the metal ", + "Blacksmiths fire up their kilns for metal work and he got fired up to see the blacksmith.", + "This is a pun on how blacksmiths make metal things using fire." + ], + "Joke keywords": [ + [ + "When he found out that he would visit a real blacksmith he got all fired up." + ], + [ + "blacksmith", + "fired", + "up" + ], + [ + "blacksmith", + "fired up" + ], + [ + "visit", + "real blacksmith", + "fired up" + ], + [ + "blacksmith", + "fired up" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_803", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Wicket witch' wounds like 'wicked witch'. A wicket is a small gate used in cricket to hit balls through. A wicked witch is a mean or scary witch.", + "This is a pun on the idea of the 'wicked witch', but 'wicket' is used in it's place because it sounds similar and because in croquet you hit the balls through wickets", + "wicket sounds like wicked ", + "Cheap pun about wicked vs wicket witch.", + "This is a pun on how women who ride brooms are called wicked witches and wicked sounds like wicket, which is a wire hoop in croquet." + ], + "Joke keywords": [ + [ + "rode", + "broom", + "croquet game", + "wicket witch" + ], + [ + "broom", + "croquet", + "wicket witch" + ], + [ + "broom", + "wicket witch" + ], + [ + "woman", + "rode her broom", + "croquet", + "wicket witch" + ], + [ + "rode her broom", + "croquet game", + "wicket witch" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_265", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Cowboys typically wear boots. To 'get the boot' could mean to be fired, removed, or apparently die.", + "This is a pun on the phrase 'get the boot' which means to removed from a place, but it's also being used because cowboys wear boots", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a pun on how cowboys wear boots." + ], + "Joke keywords": [ + [ + "COWBOYS", + "die", + "get the boot" + ], + [ + "Cowboys", + "die", + "boot" + ], + [ + "" + ], + [ + "OLD COWBOYS", + "die", + "get the boot" + ], + [ + "COWBOYS", + "die", + "get the boot" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1992", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. The internet is sometimes called 'the world wide web'. Weaving a 'tangled web' generally means getting wrapped up in confusion.", + "", + "", + "Nobody calls the Internet the web anymore.", + "This is a pun on how the internet is called the web." + ], + "Joke keywords": [ + [ + "tangled", + "web", + "we weave", + "Internet" + ], + [ + "" + ], + [ + "" + ], + [ + "tangled web", + "weave", + "the Internet" + ], + [ + "tangled web we weave", + "Internet" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_238", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Committed people' sounds like a dedicated worker. Convicts are criminals who have committed a crime and are serving a sentence in jail.", + "", + "", + "Convicts are committed to prison, that's what they are.", + "This is a pun on how a committed person can be someone who carries out a crime, like convicts do, or someone who is dedicated to something." + ], + "Joke keywords": [ + [ + "Convicts", + "committed", + "people" + ], + [ + "" + ], + [ + "" + ], + [ + "Convicts", + "committed people" + ], + [ + "Convicts", + "committed" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_617", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'finishing school' which is a private school where girls are prepared for entry into fashionable society, but 'Finnish' is used in it's place because it sounds slightly similar and since Helsinki is the capital of Finland, any school there is a Finnish school", + "finnish sounds like finnishing ", + "This is a pun on Finnish/finishing school that falls flat.", + "This is a pun on how people from Helsinki, Finland, are Finnish and Finnish sounds like finish." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Students", + "helsinki", + "Finnish school" + ], + [ + "Helsinki", + "Finnish" + ], + [ + "students", + "Helsinki", + "Finnish school" + ], + [ + "students in Helsinki", + "Finnish school" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_584", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Photos that haven't developed an image yet are called the 'negatives'. To do or say something negatively is to do it in a pessimistic or sad depressing way.", + "", + "", + "The adverb doesn't work in context (once again).", + "This is a pun on how you develop photographs from negatives." + ], + "Joke keywords": [ + [ + "haven't", + "photographs", + "developed yet", + "said", + "negatively" + ], + [ + "" + ], + [ + "" + ], + [ + "haven't had my photographs developed", + "negatively" + ], + [ + "photographs developed", + "negatively" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2224", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Repossession' is something that happens when one's belongings are taken due to debts that needed to be paid. An exorcist is a person who banishes ghosts or spirits that might haunt or possess someone. It sounds like if they don't pay, they'll get possessed by a ghost again.", + "This is a pun on 'repossessed' which means to retake possession of (something) when a buyer defaults on payments, but it's also being used because exorcists deal with people who have been possessed by ghosts", + "reposessed sounds like possessed ", + "Repossession usually refers to a car but here it refers to being repossessed by a spirit that the exorcist got rid of (for a fee).", + "This is a pun on how exorcists get rid of demons that possess people and how lenders repossess your property if you don't pay them back." + ], + "Joke keywords": [ + [ + "don' t pay", + "exorcist", + "get", + "repossessed" + ], + [ + "pay", + "exorcist", + "repossessed" + ], + [ + "exorcist", + "repossessed" + ], + [ + "pay", + "exorcist", + "get repossessed" + ], + [ + "don' t pay your exorcist", + "repossessed" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1360", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. Touching someone in an unwanted way is sexual harassment. When things get 'touchy' it means people are discussing sensitive topics where emotions and tensions can get high.", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "sexual harassment", + "things", + "get", + "touchy" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_202", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "The joke is a pun. A hurdle is an obstacle that one has to jump over in a hurdle race. To 'get over' something is to overcome it, whether it is a personal issue that requires changing one's attitude, learning to live with a change, or to fix one's situation.", + "This is a pun on the phrase 'got over it' which means to stop feeling unhappy about something, or stop being controlled or bothered by something, but it's also used because hurdles are meant for you to go over them", + "got over it can mean jumping over or it can mean got get past an emotional issue ", + "The wording of the joke makes it fail. If it'd been written \"I used to be afraid of that hurdle but I got over it\" it would've worked better.", + "This is a pun on how you jump over hurdles." + ], + "Joke keywords": [ + [ + "fear", + "hurdles", + "got over it" + ], + [ + "fear", + "hurdles", + "over it" + ], + [ + "hurdles", + "got over it" + ], + [ + "fear", + "hurdles", + "got over it" + ], + [ + "fear of hurdles", + "got over it" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1742", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'circulation' which in the context of a doctor means the continuous motion by which the blood travels through all parts of the body under the action of the heart. But it's also being used because 'circulation' can also mean the number of copies sold of a newspaper or magazine, which is what an editor might be concerned with ", + "", + "Circulation can refer to the movement of blood or the movement of written publications", + "This is a pun on how circulation is the number of copies of an editor's publication gets made and how it is also a term for the movement of blood." + ], + "Joke keywords": [ + [ + "" + ], + [ + "editor", + "problem", + "circulation" + ], + [ + "" + ], + [ + "doctor", + "editor", + "problem with his circulation" + ], + [ + "doctor", + "editor", + "circulation" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2085", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Windows are usually made of transparent glass. To have one's intentions be 'transparent' means that their underlying motivations are noticeable despite what they are saying or doing.", + "This is a pun on 'transparent' which in this context measn easy to perceive or detect, but 'transparent' can also mean allowing light to pass through so that objects behind can be distinctly seen, which is what windows literally are", + "transparent motivations means you can see though someones motivations and transparent means you can see through it like a window", + "This joke would be funnier if we got a clue as to what those motivations might be", + "This is a pun on how windows are transparent, or see-through." + ], + "Joke keywords": [ + [ + "sell", + "windows", + "motivations", + "transparent" + ], + [ + "windows", + "motivations", + "transparent" + ], + [ + "windows", + "transparent" + ], + [ + "trying", + "sell me windows", + "motivations were transparent" + ], + [ + "windows", + "transparent" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1291", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Rave reviews' means 'very positive reviews from attendees or critics'. A 'rave' is a type of party or club, typically with flashing lights and EDM music.", + "This is a pun on the phrase 'rave reviews' which is a report in which someone gives an excellent opinion of the quality of a book, performance, product, etc, but it's also being because 'rave' is a genre of music that is usually played at dance clubs", + "a rave is a type of social dancing occasion and rave reviews means it's reviewed well ", + "A 'rave' was a kind of dance party in the 90s involving drugs.", + "This is a pun on how raves are events that happen at dance clubs." + ], + "Joke keywords": [ + [ + "dance club", + "opened", + "rave reviews" + ], + [ + "dance club", + "rave", + "reviews" + ], + [ + "dance club", + "rave" + ], + [ + "dance club", + "opened", + "rave reviews" + ], + [ + "dance club", + "rave reviews" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1662", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Wool is a material that is refined shaven sheep hair. To do or say something 'sheepishly' is to do it in a shy or timid manner.", + "", + "a wool sweather is often made of sheep's wool", + "The adverb doesn't work in context (once again).", + "This is a pun on how sheep make wool." + ], + "Joke keywords": [ + [ + "woollen", + "sweater", + "said", + "sheepishly" + ], + [ + "" + ], + [ + "woolen sweater", + "sheepishly" + ], + [ + "woolen sweater", + "sheepishly" + ], + [ + "woollen", + "sheepishly" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1516", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. When someone gets a new house, they are moving or have 'moved' from one house to another. When someone feels 'moved' it means they feel impacted or changed by something.", + "", + "acquiring a new house involves moving", + "He was moved by the accomplishment of getting a new house and had literally moved into it.", + "This is a pun on how Tom moved to a new house and he was emotionally moved by the incredible picture of his house." + ], + "Joke keywords": [ + [ + "new house", + "said", + "visibly moved" + ], + [ + "" + ], + [ + "picture", + "new house", + "moved" + ], + [ + "picture", + "new house", + "visibly moved" + ], + [ + "picture of my new house", + "moved" + ] + ], + "Annotator_IDs": [ + 6, + 5, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1518", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun. 'Scents' means smells, like how skunks have strong smells, but the word sounds just like 'cents' meaning coins, or money, and it also sounds like 'sense' which is a rational idea that has understandable reasoning.", + "Skunks are notorious for their foul scents. Scents sounds like sense, in this case meaning reasonable.", + "This is a play on words. For something to \"make sense\" means something is logical or sensible. However, \"sense\" sounds like \"scents\" meaning a strong smell or odor, like the smells skunks are known to create.", + "skunks gives off really bad scents " + ], + "Joke keywords": [ + [ + "" + ], + [ + "skunk", + "selling", + "might", + "make", + "a lot of scents" + ], + [ + "skunk", + "scents" + ], + [ + "skunk selling", + "make", + "scents" + ], + [ + "skunk", + "business", + "scents" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1061", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 3, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun. Monocles are like eyeglasses or spectacles for one eye. Two of them would make a pair of spectacles. 'Spectacle' can also mean 'a commotion' or 'a scene'.", + "", + "This is a play on words. A \"spectacle\" is a visually striking performance or display but \"spectacles\" are also another term for glasses.", + "A monocle is a type of corrective lens used to correct or enhance the visual perception in only one eye." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Two", + "monocles", + "making love", + "window", + "spectacles of themselves" + ], + [ + "" + ], + [ + "monocles", + "making love", + "spectacles" + ], + [ + "monocles", + "window", + "spectacles" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1120", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "The police officer (known as troopers) was a real trooper, someone who worked hard to help", + "The joke is a play on words. The phrase 'a real trooper' generally means one who sticks through a tough or difficult situation to the end. Some police officers on highways are known as state troopers.", + "", + "This is a play on words. The word \"trooper\" is slang for a person willing to participate in difficult situations but a \"trooper\" is also a term for a state police officer.", + "trooper is a cop ranking " + ], + "Joke keywords": [ + [ + "police" + ], + [ + "state police", + "highway officer", + "worked tirelessly", + "a real trooper" + ], + [ + "" + ], + [ + "state police", + "worked tirelessly", + "trooper" + ], + [ + "police", + "trooper" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_674", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a play on words. The phrase 'a scandal was brewing' would mean that based on some information that was revealed, a dark secret was going to soon be uncovered by looking into it. 'Brewing' however can also refer to the process of making beer, known as 'brewing'.", + "", + "This is a play on words. The word \"brewing\" refers to when an unwelcome situation is developing but \"brewing\" is also the activity or business of producing beer.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "underwear", + "fell in", + "vat", + "beer - makers", + "scandal was brewing" + ], + [ + "" + ], + [ + "underwear", + "beer - makers", + "scandal", + "brewing" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_402", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Here, stinks means to both be awful and to smell, since skunks are known for their odor", + "The joke is a pun. When one says a device or some service 'stinks' it means that service doesn't work correctly or is difficult to use or bad in some other way. 'Stinks' can also refer to the odor of something that smells bad, such as a skunk.", + "", + "This is a play on words. The word \"stink\" refers to something being very unpleasant but \"stink\" also means to have a strong unpleasant smell, the sort of smell that would occur if sprayed by a skunk.", + "skunks gives off really bad scents " + ], + "Joke keywords": [ + [ + "skunk", + "cell phone" + ], + [ + "crossed", + "cell phone", + "with", + "skunk", + "service", + "stinks" + ], + [ + "" + ], + [ + "cell phone", + "skunk", + "service stinks" + ], + [ + "cell phone", + "skunk", + "stinks" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_489", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 1, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun. The phrase 'rotten to corps' sounds like 'rotten to the core' which would mean somebody has a 'cool', 'bad guy' attitude or behavior. The word 'corps' means a main subdivision of an armed force in the field, consisting of two or more divisions.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Colonel' s Daughter", + "great to", + "navy", + "rotten to the corps" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_938", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun. Lumberjacks split wood into pieces with an axe. Another meaning of the word 'split' is to leave. Lumberjack's don't die, they just leave.", + "Split is used to mean both dividing into pieces, which a lumberjack would do to trees, and as a colloquialism for leaving.", + "This is a play on words. The word \"split\" means to abruptly leave a place but \"split\" also refers to splitting or chopping trees down with an axe, as lumberjacks do.", + "lumberjacks split wood in half" + ], + "Joke keywords": [ + [ + "" + ], + [ + "LUMBERJACKS", + "die", + "split" + ], + [ + "lumberjack", + "die", + "split" + ], + [ + "LUMBERJACKS", + "die", + "split" + ], + [ + "lumberjacks", + "split" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_701", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2029", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "To milk something is to take advantage of it. Cows also literally are milked.", + "The joke is a play on words. Dairy cows on a farm are milked by farmers squeezing their udders into a bucket. The phrase 'milked it for all it was worth' can typically be used to mean that someone who was injured or has some valid court charge against someone else abusing the power to get as much profit out of the court case as possible.", + "Milked is being used to mean both the act of drawing out milk from a a cow, and to garner as much sympathy as possible.", + "This is a play on words. To \"milk\" something means to take advantage of an idea or situation but \"milking\" also means to draw milk from a cow or animal.", + "milk is from cows but in thios case means try to get for all of its worth " + ], + "Joke keywords": [ + [ + "farmer", + "cow" + ], + [ + "farmer", + "attacked", + "by", + "cow", + "milked it for all it was worth" + ], + [ + "cow", + "milked" + ], + [ + "farmer", + "attacked", + "cow", + "milked it" + ], + [ + "farmer", + "cow", + "milked" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1423", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "The photo was both of a japanese maid and created in japan", + "The joke is a play on words. Typically on products or decorative pieces there may be written on the item where it was produced, for example it might say 'made in Japan'. The woman wearing the kimono in the picture may have been a maid, or a house keeper or house cleaner, living in Japan.", + "A kimono is a form of traditional Japanese dress. Maid is an archaic term for an unmarried girl or woman, that sounds like made, which means that something was manufactured. The photo states the contents of the photo and where the photo was taken.", + "", + "" + ], + "Joke keywords": [ + [ + "kimono", + "japan" + ], + [ + "picture", + "kimono - clad girl", + "inscription", + "Maid in Japan" + ], + [ + "picture", + "kimono-clad girl", + "maid", + "japan" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1766", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun. A pencil that needs to be sharpened likely has no sharp point on it, meaning it has a blunt tip. To say something bluntly is to say it in an uncompromisingly forthright way.", + "Blunt is used both to mean a dull edge, which a pencil sharpener would sharpen, and to speak starkly. Both Tom's pencil and manner of speech are dull.", + "This is a play on words. The word \"bluntly\" means spoken in a direct and honest way but \"blunt\" also refers to a pencil tip being dull or not sharpened ", + "the end of a tip of a pencils gets blunt when you use it a lot " + ], + "Joke keywords": [ + [ + "" + ], + [ + "pencil sharpener", + "said", + "bluntly" + ], + [ + "sharpener", + "bluntly" + ], + [ + "pencil sharpener", + "bluntly" + ], + [ + "pencil", + "sharpener", + "bluntly" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_723", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun. Aerobics is a kind of work out, or exercise routine, that may be coached in a 'class'. To 'work out' something can also mean to figure out or deduce.", + "Aerobics is a form of exercise, which \"work out\" is another term for. Worked out is also used to mean coming to a conclusion based on context. Tom worked out the work out.", + "This is a play on words. To \"work out\" something means to figure out or deduce but \"work out\" also means to exercise as one would during an aerobics class.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "aerobics class", + "worked out" + ], + [ + "aerobics", + "worked out" + ], + [ + "aerobics class", + "worked out" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_62", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "Because they are dancing carelessly, they will reach the landing of the stairs roughly", + "", + "Falling and hitting the ground hard is often called a heavy landing. A landing is also a flat platform in parts of stairs. So people dancing on stairs, if they're not careful, could have a heavy landing on the landing. ", + "This is a play on words. The word \"landing\" means returning to the ground after doing a dance move in the air, but a \"landing\" is also the level area between one flight of stairs and another", + "" + ], + "Joke keywords": [ + [ + "dancers" + ], + [ + "" + ], + [ + "stair", + "heavy landing" + ], + [ + "Careless stair dancers", + "heavy landing" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_580", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A bunny is also known as a hare, which sounds similar to hair", + "The joke is a pun. 'Hare' means a rabbit, but the identically sounding word 'hair' refers to the long strands that grow from one's head. The man lost his hare and his hair.", + "Bunny is a colloquial term for young rabbits and hares. Hare sounds like hair, the loss of which is to go bald. The man is upset at the death of his pet and the resulting loss of his hair. ", + "This is a play on words. The word \"hair\" means the threadlike growth from a person's head but a \"hare\" is another word for a rabbit.", + "hare is another word for bunny " + ], + "Joke keywords": [ + [ + "bunny", + "hair", + "bald" + ], + [ + "stress", + "pet", + "bunny", + "die", + "caused", + "bald", + "upset", + "losing his hare" + ], + [ + "bunny", + "bald", + "hare" + ], + [ + "pet bunny die", + "bald", + "losing his hare" + ], + [ + "bunny", + "bald", + "hare" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1074", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "To be hooked on something is to be addicted to it. Fisherman use literal hooks to catch fish", + "The joke is a pun. 'Hooked on it' can be typically used to mean 'has a habit for' or 'is addicted to it'. 'Hooks' also generally refers to the sharp metal part on the end of a fishing line to catch fish.", + "Hooked is used to mean both act of catching a fish and compulsive behavior, which the fisherman is displaying. ", + "This is a play on words. The word \"hooked\" means addicted to something but a \"hook\" is a piece of metal used in fishing for catching fish.", + "fisherman use hooks to catch fishes " + ], + "Joke keywords": [ + [ + "fisherman" + ], + [ + "compulsive", + "fisherman", + "hooked on it" + ], + [ + "compulsive fisherman", + "hooked" + ], + [ + "compulsive fisherman", + "hooked" + ], + [ + "fisherman", + "hooked" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1514", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 1, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1748", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun. The phrase 'get the skinny' means to 'gather information' or 'get a summary'. 'Skinny' also means having very little body weight, which might happen if one was anorexic and avoiding eating.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "research", + "norexia", + "went", + "library", + "get the skinny" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_911", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "To garnish wages means to take from wages. The use of the word \"garnish\" is a play on the word, since parsley is a garnish (decorative leaf on food)", + "The joke is a pun. A garnishment is an order directing a third party to seize assets, usually wages from employment or money in a bank account, to settle an unpaid debt. Also, parsley is an herb that is used to 'garnish' some meals by being sprinkled as a topping to a dish.", + "Garnish is being used both as seizure of assetts, in this case wages, and as decorative food, which parsley is. They garnished the garnisher.", + "This is a play on words. A wage \"garnishment\" refers to an order, often regarding child support, that requires one's employer to withhold part of their wages but a \"garnish\" is a substance like parsley used to decorate a food dish.", + "parsley is used as a garnishing on food" + ], + "Joke keywords": [ + [ + "farmer" + ], + [ + "parsley", + "farmer", + "child support", + "courts", + "garnished", + "wages" + ], + [ + "parley farmer", + "couldn't pay", + "garnished his wages" + ], + [ + "parsley farmer", + "child support", + "garnished", + "wages" + ], + [ + "parsley", + "garnished" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1542", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "", + "I don't know the phrase 'one good turn deserves another', but the pun is that raceways have many winding turns, so the builder may have literally been thinking that the track needed more turns on the road.", + "This is a play on the proverb one good turn deserves another which is about returning favors. Turn is used both to mean favors, and a bend in a road, which a raceway would have many of.", + "This is a play on words. The expression \"one good turn deserves another\" means if someone does you a favor you should repay it. However, here \"turn\" refers to how race tracks contain multiple turns as the cars race around in a circular direction.", + "raceways invovles a lot of turning on the track " + ], + "Joke keywords": [ + [ + "" + ], + [ + "builders", + "raceways", + "believe", + "one good turn deserves another" + ], + [ + "raceways", + "turn" + ], + [ + "raceways", + "one good turn deserves another" + ], + [ + "raceways", + "turn" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1782", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun. 'Follow through' can typically be used to mean 'finish' or 'complete' some plan, so if one promises to play a game and never arranged it, they did not follow through. However, in golf 'following through' means swinging the club fully instead of stopping at the point of contact with the ball.", + "Follow through is golf ending postion that indicates if the swing was good or not. It is also a term for keeping promises. He is both bad at promises and golf.", + "This is a play on words. The phrase \"follow through\" means to see a task through to its completion but \"follow through\" is also a golf term meaning to continue one's swing of the golf club after the ball has been struck.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "promise", + "play golf", + "didn' t know", + "follow through" + ], + [ + "promise", + "golf", + "follow through" + ], + [ + "promise", + "golf", + "follow through" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1666", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "Instead of parting words, words for saying farewell, the joker is saying to use a comb and brush to part your hair", + "The joke is a pun. 'Parting words' typically means 'things to say to someone before leaving'. Combs and brushes are used to 'part' hair by pushing it to one side or the other.", + "", + "This is a play on words. The phrase \"parting words\" means the things you say as you are leaving but a \"parting\" in someone's hair is the line running from the front or back of their head. The punchline here is that \"comb and brush\" are \"parting words\" because those objects are used to part hair to one side.", + "you can use a comb or a brush to part the hair " + ], + "Joke keywords": [ + [ + "comb and brush" + ], + [ + "parting words", + "comb and brush" + ], + [ + "" + ], + [ + "parting words", + "comb and brush" + ], + [ + "parting", + "comb", + "brush" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1560", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2170", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun. To 'rock' oneself to sleep typically means rocking back and forth like in a rocking chair until falling asleep. A guitarist on stage might be playing the 'rock' genre of music.", + "Rock is a form of music that a guitarist would play. Rock is also swaying gently from side to side, which is used to soothe babies and children causing them to sleep. ", + "This is a play on words. The phrase \"rocked to sleep\" means to help someone fall asleep by moving them back and forth in a gentle rhythmic motion. However, here \"rocked to sleep\" refers to the subject of the joke playing rock and roll music until he falls asleep.", + "rocking helps babies usually got to sleep " + ], + "Joke keywords": [ + [ + "" + ], + [ + "guitarist", + "passed out", + "rocked himself to sleep" + ], + [ + "guitarist", + "passed out", + "rocked", + "sleep" + ], + [ + "guitarist", + "passed out", + "rocked himself to sleep" + ], + [ + "guitartist", + "rocked", + "sleep" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1417", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_342", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "The phrase is \"vanish without a trace,\" the the pun uses \"varnish,\" a type of furniture polish, instead", + "The joke is play on words. 'Varnish' sounds very similar to 'vanish'. A varnish is resin dissolved in a liquid for applying on wood, metal, or other materials to form a hard, clear, shiny surface when dry. To 'vanish' is to disappear.", + "Varnish is a liquid that becomes a hard, transparent finish when dried often applied to wooden furniture after construction by a carpenter. Varnish also sounds like vanish, which is to disappear out of sight, and plays on the phrase vanish without a trace.", + "This is a play on words. The word \"varnish\" means to apply coating to carpentry as a wood finish but \"varnish\" sounds like \"vanish\" meaning to dissappear.", + "varnish sounds like vanish " + ], + "Joke keywords": [ + [ + "carpenter", + "varnish" + ], + [ + "good", + "carpenter", + "work", + "varnish", + "without a trace" + ], + [ + "carpenter", + "varnish" + ], + [ + "carpenter", + "varnish without a trace" + ], + [ + "carpenter", + "varnish" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1792", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "A pre-emptive strike means to hit the other team first. A strike in bowling, however, is to hit all 10 pins in one go", + "The joke is a pun. A general commanding an army might launch a pre-emptive strike, meaning a surprise attack before the other side strikes. 'Strike' can also mean knowcking over all the pins in one roll in bowling. Getting a strike in bowling before the names are even on the sheet could be called a 'pre-emptive strike'.", + "A pre-emptive strike is a military tactic to attack an enemy before they are prepared, which a general might choose to order. A strike is also a score in bowling after knocking down all ten pins. The general did a pre-emptive strike in order to get a strike.", + "This is a play on words. The term \"pre-emptive strike\" means to attack an enemy in response to a threat of attack but a \"strike\" is also a bowling term for when all pins are knocked down on the first ball roll.", + "strikes is a bowling term when you hit all the pins down " + ], + "Joke keywords": [ + [ + "general", + "bowling" + ], + [ + "general", + "started", + "bowling", + "before", + "name", + "on", + "score sheet", + "launched", + "pre - emptive strike" + ], + [ + "general", + "bowling", + "pre-emptive strike" + ], + [ + "general", + "bowling", + "before", + "pre - emptive strike" + ], + [ + "bowling", + "score", + "strike" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_948", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "College chancellors are known as deans", + "The joke is a pun. 'Dean' is the name of the position of the head of a college or university faculty or department. 'Dean' is also a common name.", + "Dean is a common name, and the name one of the administrative positions at a college, which chancellor also is. Dean's a dean.", + "This is a play on words. The word \"Dean\" is a common first name but a \"dean\" is also the head of a college or university.", + "a person who runs a college is called a dean " + ], + "Joke keywords": [ + [ + "dean" + ], + [ + "name", + "Dean", + "college chancellor" + ], + [ + "dean", + "college chancellor" + ], + [ + "name", + "Dean", + "college chancellor" + ], + [ + "dean", + "college", + "chancellor" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1327", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun. Buying and selling stolen goods is illegal and police and courts would mark any instance of that as an 'offense' against the law. To do or say something 'offensively' is to do it in an actively aggressive or attacking manner.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "buy", + "sell", + "stolen goods", + "asked", + "offensively" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_608", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "Men's wear is a clothing store. Clothing is used to replace \"closing\"", + "The joke is a play on words. 'Clothing' sounds similar to 'closing'. Clothing refers to the items people wear, but 'closing' refers to the shutting and locking down of a store at the end of the day.", + "", + "This is a play on words. The term \"closing time\" means the time a business is closed. However, \"closing\" sounds like \"clothing\" which references the fact that articles of clothing are sold at the men's wear store.", + "clothing sounds like closing " + ], + "Joke keywords": [ + [ + "clothing" + ], + [ + "men' s wear", + "store", + "opening", + "clothing times" + ], + [ + "" + ], + [ + "men' s wear store", + "opening and clothing times" + ], + [ + "opening", + "clothing", + "times" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2160", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun. A metronome makes a periodic ticking and helps musicians stay on 'beat' or with the correct rhythm and timing for a song. To say one can't 'beat' a price would mean that a price is the best one available.", + "A metronome is a device that keeps the tempo, or the beat, while playing music. Beat is also being used to mean to defeat, in this case, someone else would be unable to purchase the same product for a lower price.", + "This is a play on words. The phrase \"can't beat\" means you can't find a better price but a \"beat\" also refers to the speed or tempo of a musical piece, which metronomes are used to measure.", + "metronome works off of beats " + ], + "Joke keywords": [ + [ + "" + ], + [ + "bought", + "metronome", + "20 bucks", + "can' t beat that price" + ], + [ + "metronome", + "20 bucks", + "beat", + "price" + ], + [ + "metronome", + "can't beat", + "price" + ], + [ + "metronome", + "beat" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1210", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1616", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 3 + ], + "Natural language explanation": [ + "The lady is saying \"wine not\" instead of \"why not,\" joking that she wants wine", + "The joke is a play on words. The first part of the phrase 'why not' wounds like 'wine' when said together. Wine is a type of alcoholic drink.", + "", + "This is a play on words. The phrase \"why not\" is an affirmative response for when someone sees no reason not to do something but \"why\" sounds like \"wine\" meaning an alcoholic drink.", + "wine is a type of drink " + ], + "Joke keywords": [ + [ + "wine", + "waiter" + ], + [ + "Asked", + "waiter", + "drink", + "replied", + "wine not" + ], + [ + "" + ], + [ + "drink", + "wine not" + ], + [ + "waiter", + "wine" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1906", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun. A boat or yacht can 'keel over' meaning capsized or laid on their side on land, either way with the keel part of the boat showing. If a person 'keels over' it means they suddenly fall or drop or become in pain. A heart attack would make one keel over.", + "", + "This is a play on words. The phrase \"keel over\" means to fall down suddenly but a \"keel\" is also a longitudinal structure at the bottom of a boat's hull.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "YACHTSMEN", + "die", + "keel over" + ], + [ + "" + ], + [ + "YACHTSMEN", + "die", + "keel over" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1683", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a play on words. Turpentine is a volatile pungent oil distilled from gum turpentine or pine wood, used in mixing paints and varnishes and in liniment. Turpentine sounds similar to 'serpentine', so serpentine was used in its place. Serpentine means to move left to right in a 'snake-like' movement pattern.", + "Serpentine is a descriptor used for snakes, in this case a boa constrictor, and kind of sounds like turpentine, a solvent that is used to strip paint. ", + "This is a play on words. The word \"turpentine\" is a solvent used for thinning oil based paints but sounds like \"serpentine\" meaning like a serpent or snake.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "brother", + "told me", + "serpentine", + "use to", + "get", + "paint off", + "boa constrictor" + ], + [ + "serpentine", + "paint", + "boa constrictor" + ], + [ + "serpentine", + "paint off", + "boa constrictor" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1884", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Water skis are dragged by a boat", + "I think the joke is that since the boy is having a difficult time water skiing, he was just being dragged by the boat. 'This is such a drag' is a phrase that means 'this isn't cool', 'this is lame', or 'this isn't fun'.", + "Water skiing is an activity that involves a person being pulled, or dragged, by a boat. A drag is also used as a decriptor for a boring time. He was having a drag while being dragged.", + "This is a play on words. To be a \"drag\" means something is a bore or a pain. However, \"drag\" also means the action of pulling something along forcefully, since someone water-skiing is being dragged or pulled along by a boat moving through the water.", + "water sking you are being dragged around by a boat " + ], + "Joke keywords": [ + [ + "water-skiing" + ], + [ + "hard time", + "water - skiing", + "commented", + "such a drag" + ], + [ + "water-skiiking", + "drag" + ], + [ + "water - skiing", + "drag" + ], + [ + "water skiing", + "drag" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1022", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The phrase \"in the gutter\" means in a state of waste, failure of ruin. However, \"in the gutter\" also refers to how a \"gutter\" is a bowling term for the pit on each side of a lane that the bowling ball falls into.", + "gutter is a bowling term when you throw the ball off the lane " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "BOWLERS", + "die", + "in the gutter" + ], + [ + "bowlers", + "gutter" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_503", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "A play on the phrase \"walking on air,\" using the Irish name for Ireland \"Eire\" to replace \"air\"", + "The joke is a pun. 'Eire' is the Irish name for Ireland. Eire was used to replace 'air' in the phrase 'walking on air', which means to feel very happy.", + "A play on the phrase \"walking on air\" which is feeling happy. The name of Ireland in Irish is Eire, which sounds like air.", + "This is a play on words. The phrase \"walking on air\" means feeling very happy but \"air\" sounds like \"Eire\" which is Irish for Ireland. So here \"walking on Eire\" means walking in the country of Ireland.", + "" + ], + "Joke keywords": [ + [ + "Ireland" + ], + [ + "happy", + "vacationing", + "Ireland", + "walking on Eire" + ], + [ + "happy", + "Ireland", + "walking on Eire" + ], + [ + "happy", + "Ireland", + "walking on Eire" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_458", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The term \"homing pigeon\" means a type of pigeon that can find its way home from extremely long distances but \"homing\" sounds like \"omen\" meaning an event of prophetic significance or something which can predict the future..", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "bird", + "predict", + "future", + "omen pigeon" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1746", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "Faults replaces the word \"false\" in \"false alarm\"", + "The joke is a play on words. 'Faults alarm' is intended to sound like 'false alarm' which means an alarm that was sounded when it was not needed. A conscience is the internal moral actor within people, where one feels bad for doing bad things. If it was one's fault for doing something, their conscience would sound a sort of 'fault alarm' because they know they did something wrong.", + "", + "This is a play on words. A \"false alarm\" is a warning about something that didn't happen. However, \"false\" sounds like \"faults\" which indicates someone being blamed for something. Here the conscience being a \"faults alarm\" means that someone's conscience is an alarm that goes off when they're blamed for something.", + "" + ], + "Joke keywords": [ + [ + "conscience" + ], + [ + "Conscience", + "faults alarm" + ], + [ + "" + ], + [ + "Conscience", + "faults alarm" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1416", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "The joke is a pun. 'Falling out' could mean both breaking up with one's boyfriend or girlfriend, or literally falling or dropping from something like a tree house.", + "Having a falling out the end of a relationship due to unreconsilable differences. Moving in together is a stressful time, and might cause a falling out. A tree house is buidling built into the branches of a house, and a typically high up, so literally falling out would be dangerous.", + "This is a play on words. The phrase \"fall out\" means to have an argument but \"fall out\" also refers to literally falling out of the tree house.", + "tree houses are up high in trees where you can fall" + ], + "Joke keywords": [ + [ + "" + ], + [ + "girlfriend and I", + "moving together", + "tree house", + "hope", + "we won' t", + "fall out" + ], + [ + "girlfriend", + "moving", + "tree house", + "falling out" + ], + [ + "girlfriend", + "tree house", + "fall out" + ], + [ + "tree house", + "fall" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_119", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_2083", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "The joke is a pun. 'Inflation' in terms of money is a general increase in prices and fall in the purchasing value of money. 'Inflation' can also mean filling something up with air for example. Inflating something would make it puff out or appear fat.", + "", + "This is a play on words. \"Inflation\" refers to a general increase in prices and fall in the purchasing power of money. However, \"inflation\" also means a general increase in the size of something, like a balloon, implying that inflation is causing businessmen to become inflated or fat.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "businessmen", + "fat", + "Must be", + "inflation" + ], + [ + "" + ], + [ + "businessmen", + "fat", + "inflation" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1158", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1159", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a play on words. The word \"curiously\" means spoken in a way that shows eagerness to learn but Marie \"Curie\" was a famous scientist inolved in the discovery and isolation of radium.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "discovered radium", + "curiously" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1129", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Stanza is a type of poem", + "The joke is a play on words. A stanza in poetry is a group of lines forming the basic recurring metrical unit in a poem; a verse. 'Stanza' sounds similar to 'stands', and the poet is tall, so the phrase would have been 'stands very tall'.", + "Stanza is a part of a poem, that a poet would make, sounds like stands, which is to maintain an upright position, which, at six feet, would be tall. ", + "This is a play on words. The word \"stands\" means to maintain an upright position supported by one's feet. However, \"stands\" sounds like \"stanza\" which is a group of lines within a poem.", + "In poetry, a stanza is a group of lines within a poem, usually set off from others by a blank line or indentation. " + ], + "Joke keywords": [ + [ + "poet", + "stanza" + ], + [ + "six foot", + "poet", + "stanza very tall" + ], + [ + "six foot", + "poet", + "stanza", + "tall" + ], + [ + "poet", + "stanza", + "tall" + ], + [ + "poet", + "stanza" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_517", + "Understand the text?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1880", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 4 + ], + "Natural language explanation": [ + "Donuts have a giant hole in them. To be full of holes is to have missing information.", + "The joke is a pun. Donuts have holes in the center of them. To say a court case is 'full of holes' means that there is missing evidence or reasoning to come to a conclusion that is trying to be argued in court.", + "A criminal investigation, or case, that does not have enough evidence for a conviction, is said to be full of holes. A donut is a circular pastry with a hole in the middle forming a ring shape.", + "This is a play on word. A \"hole\" in a case is a gap or inconsistency in a storyline. However, a \"hole\" is also a hollow place in a solid object, like the holes that donuts have.", + "donuts usually has holes in them " + ], + "Joke keywords": [ + [ + "donut" + ], + [ + "case", + "donut", + "thief", + "full of holes" + ], + [ + "donut thief", + "full of holes" + ], + [ + "case", + "donut thief", + "full of holes" + ], + [ + "donuts", + "holes" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1747", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 3, + 3 + ], + "Natural language explanation": [ + "Unbelievable here means both dishonest and great", + "The joke is a pun. Being 'an unbelievable worker' typically means being very good at one's job. Being a dishonest person would make it hard for people to believe what that person is saying. The person in this joke is probably so dishonest that they are called 'unbelievable' or unable to be believed or trusted.", + "", + "This is a play on words. The word \"unbelievable\" means extremely great but \"unbelievable\" also means unable to be believed. Since the employee is dishonest, he is unbelievable in the sense that he's unlikely to be believed.", + "dishonest means to lie and unbelievable is not trusting the fatcs " + ], + "Joke keywords": [ + [ + "employee", + "worker" + ], + [ + "dishonest", + "employee", + "unbelievable worker" + ], + [ + "" + ], + [ + "dishonest employee", + "unbelievable worker" + ], + [ + "dishonest", + "unbelievable" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_1983", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "5000 people under him means 5000 employees working under him and also 5000 bodies in the cemetart", + "The joke is a pun. Having people 'under' one's self in a work environment means being the superior to them in the company's heirarchy. A groundskeeper at a cemetary would likely also have a lot of buried dead people 'under' them.", + "Companies often have hierarchy, with people reporting to a person in a higher position, and an important person would be high up, with a number of people under them in the hierarchy. A groundskeeper at a cementary would have people under him in the literal sense. ", + "This is a play on words. The groundskeeper having people \"under him\" means that he has people reporting to or working for him. However, \"under him\" here refers to the people who are literally buried in the graveyard underneath the groundskeeper's place of work.", + "" + ], + "Joke keywords": [ + [ + "cemetary" + ], + [ + "groundskeeper", + "large cemetery", + "important", + "5000 people", + "under him" + ], + [ + "groundskeeper", + "large cementary", + "important", + "5000 people under him" + ], + [ + "groundskeeper", + "cemetery", + "500 people under him" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "hom_578", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "A flash sale means a sudden sale, but to flash also means to show your private parts, which is what an exhibitionist does", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "exhibitionist", + "sale" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 4, + 6, + 10, + 1, + 0 + ] + }, + { + "ID": "het_1761", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + "", + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1768", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A gardener growing herbs may grow the herb, 'thyme'. The phrase 'time and a half' means receiving fifty percent extra pay for working, typically on holidays. Thyme and time sound identical.", + "Thyme is an herb, and sounds like the word time. Time and a half is essentially over time in labor, meaning you get paid for your hourly rate plus half of that hourly rate for every extra hour you work. ", + "thyme sounds like time", + "Thyme is a type of herb, and 'thyme and a half' is a play on 'time and a half' - a reference to how employees who work overtime get 1.5 times the amount their normal pay.", + "This is a pun on the concept of getting paid extra when working overtime, and how thyme is a type of herb." + ], + "Joke keywords": [ + [ + "Herb", + "gardeners", + "work", + "thyme and a half" + ], + [ + "Herb gardeners", + "work extra", + "thyme and a half" + ], + [ + "Herb", + "thyme" + ], + [ + "Herb gardeners", + "work extra", + "thyme and a half" + ], + [ + "Herb gardeners", + "work extra", + "thyme and a half" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_395", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 4, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "The joke is that the phrase 'what would you take for this' can sound like the person is asking for a price. The person is asking the doctor about a cold and likely actually means 'what medicine would you prescribe for this cold?' The doctor just responds asking for an offer as if it was a trade being negotiated.", + "", + "", + "", + "This is a pun on how take can mean taking a medicine or selling something." + ], + "Joke keywords": [ + [ + "Doctor", + "what would you take for this", + "cold", + "Make me an offer" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Doctor", + "take for this cold", + "offer" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "het_743", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "It's a failed pun on 'great pains/panes to please.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Glaziers daughter", + "great panes to please" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1073", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Sauerbrauten is a heavily marinated meat dish from Germany. 'Wurst' is a German sausage, and the word sounds identical to the English word 'worst', meaning the least in value or quality.", + "Wurst is a type of german sausage, often found at Oktoberfest celebrations. Sauerbrauten is also a type of sausage found at these festivals.", + "wurst sounds like worst ", + "Another cheap pun about wurst sausage being used as a play on 'the worst'.", + "This is a pun on how wurst is a type of german food and wurst sounds like worst." + ], + "Joke keywords": [ + [ + "Oktoberfest", + "sauerbrauten", + "good", + "had been expecting the wurst" + ], + [ + "Oktoberfest", + "sauerbrauten", + "expecting the wurst" + ], + [ + "Oktoberfest", + "wurst" + ], + [ + "sauerbrauten", + "the wurst" + ], + [ + "Oktoberfest", + "sauerbrauten", + "good", + "wurst" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "het_1595", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. 'Twix' is a brand of chocolate candy bar. 'Twix' sounds like the word 'tricks' and a magician's illusions are typically referred to as 'magic tricks'.", + "Twix is a type of candy bar, and it sounds like tricks, as in magic tricks peformed by a magician.", + "twix sounds like tricks ", + "Twix is a chocolate candy and a play on 'tricks'.", + "This is a pun on how Twix is a brand of chocolate bar." + ], + "Joke keywords": [ + [ + "magician", + "loved", + "chocolate", + "perform", + "Twix" + ], + [ + "magician", + "chocolate", + "performed", + "Twix" + ], + [ + "magician", + "Twix" + ], + [ + "magician", + "chocolate", + "perform a lot of Trix" + ], + [ + "magician", + "chocolate", + "Twix" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "het_519", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. To have company over is to have a 'guest'. Saying someone 'guessed' something sounds identical to the word 'guest'.", + "", + "", + "", + "This is a pun on how people who come over someone's house are called guests." + ], + "Joke keywords": [ + [ + "Company' s", + "guessed" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Company' s coming", + "guessed" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "het_315", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A 'barbarous' person is someone savagely cruel; exceedingly brutal. The word 'barbarous' sounds similar to 'barber' which is a person who cuts hair, especially men's, and shaves or trims beards as an occupation.", + "", + "barbarous sounds like barber ", + "They can be violently bad at cutting hair, and 'barbarous' is a pun on 'barber', someone who cuts hair.", + "This is a pun on how people who cut hair are called barbers." + ], + "Joke keywords": [ + [ + "people", + "who", + "cut hair", + "barbarous" + ], + [ + "" + ], + [ + "cut hair", + "barbarous" + ], + [ + "cut hair", + "barbarous" + ], + [ + "cut hair", + "barbarous" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "het_665", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "The joke is a play on words. A 'private screening' would be a private showing of a film. In a horror film, one might scream out of fear, so the phrase was changed to 'private screaming'.", + "Screaming sounds like screaning, and a private screaning is a private showing of a movie. Horro films often have lots of screaming in them.", + "screaming sounds like screening ", + "A 'private screaming' implies that the speaker will be watching horror movies alone, as well as being a pun on 'private screening': on eiwth a limited audience.", + "This is a pun on how screaming sounds like screening and horror films make you scream. " + ], + "Joke keywords": [ + [ + "horror movie", + "private screaming" + ], + [ + "horro movie", + "arranged", + "private screaming" + ], + [ + "horror movie", + "screaming" + ], + [ + "latest horror movie", + "private screaming" + ], + [ + "horror movie", + "screaming" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1465", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Mist is precipitation that stays floating in the air, usually in the form of fog. Not having 'the foggiest idea' of something means not having any idea, clue, or hint of something.", + "", + "", + "This is supposed to be a pun about being confused, or 'in a fog' and being lost in literal mist.", + "This is a pun on how mist is foggy." + ], + "Joke keywords": [ + [ + "Don' t get lost", + "mist", + "won' t have the foggiest idea", + "where you are" + ], + [ + "" + ], + [ + "" + ], + [ + "lost in the mist", + "foggiest idea" + ], + [ + "mist", + "foggiest" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_345", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. Being 'in a jam' means being in a stressful or difficult predicament. Blackberries can be smashed and made into a jelly or 'jam'.", + "Being in a jam means to be in a difficult situation. Jam is also a type of preserved fruit spread, typically made with blackberries as a type of jam.", + "jam can mean a problem and it's also the name of a confection ", + "They could've both been in trouble about something or literally inside jam.", + "This is a pun on how blackberries are made into jam." + ], + "Joke keywords": [ + [ + "Two blackberries", + "both", + "in a jam" + ], + [ + "two blackberries", + "in a jam" + ], + [ + "blackberries", + "jam" + ], + [ + "Two blackberries", + "in a jam" + ], + [ + "blackberries", + "jam" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_2089", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Elephants have 'trunks' which is their long nose-like body part. 'Trunks' is another word for swim shorts. The pun implies that they are wearing swim shorts.", + "Elephants have long trunks that act as their nose. Trunks also refer to swimming trunks, or shorts.", + "trunks mean an elephants nose or it can mean swim trunks ", + "", + "This is a pun on how elephants in real life have trunks as noses and elephants, according to the joke, wear bathing trunks and are not naked." + ], + "Joke keywords": [ + [ + "OK to", + "watch", + "elephant", + "bathe", + "usually", + "have", + "trunks on" + ], + [ + "elephants bathe", + "have", + "trunks on" + ], + [ + "elephant", + "trunks" + ], + [ + "" + ], + [ + "elephant bathe", + "trunks" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_117", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Coffee beans are ground or 'grinded' to be made into coffee. The phrase 'daily grind' refers to a daily work routine.", + "Coffee is prepared through ground coffee beans. A daily grind is a daily activity that you need to push through to completion. ", + "daily grind can mean grinding the coffee or it can mean a job ", + "", + "This is a pun on how people drink coffee to get through the day and you grind coffee to make it." + ], + "Joke keywords": [ + [ + "coffee", + "daily grind" + ], + [ + "coffee", + "daily grind" + ], + [ + "coffee", + "daily grind" + ], + [ + "" + ], + [ + "coffee", + "daily grind" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "het_44", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "The joke is a pun. Tangled wires, cord, or hair could be wrapped up in circles or 'coils'. To say something 'coyly' is to say it in an outwardly shy or modest way intended to be alluring. 'Coyly' sounds like 'coily' meaning 'having lots of coils.'", + "", + "", + "This is supposed to be a pun on telephone coils.", + "" + ], + "Joke keywords": [ + [ + "telephone flex", + "tangled", + "asked", + "coyly" + ], + [ + "" + ], + [ + "" + ], + [ + "telephone flex", + "tangled", + "coyly" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 9 + ] + }, + { + "ID": "hom_1458", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is apun. To 'stamp out' something is to stop it with force. 'Stamps' are used to mark and approve postage for mailing.", + "", + "", + "Stamp out' is a pun on the stamps that go on mailed letters.", + "This is a play on words. To \"stamp out\" something means to stop or destroy it but a postage \"stamp\" is a piece of paper affixed to a letter to indicate the amount of postage paid." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Stamp out", + "postage" + ], + [ + "Stamp out", + "postage" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_272", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. The name Clarence sounds like 'clearance', and a 'clearance sale' is and end - of - season inventory closeout sale.", + "Clarence sounds like clearance, which usually refers to a type of end-of-season sale in retail to get rid of last seasons items. ", + "clarenece sounds like clearence ", + "Clarence is a name and a pun on 'clearance': inventory closeout sales.", + "This is a play on words. The word \"Clarence\" is a common first name but sounds like \"clearance\" meaning a sale that occurs when businesses are trying to get rid of their inventory." + ], + "Joke keywords": [ + [ + "name", + "Clarence", + "specialize", + "end - of - season inventory closeout sales" + ], + [ + "Clarence", + "end - of - season", + "sales" + ], + [ + "Clarence", + "sales" + ], + [ + "Clarence", + "inventory closeout sales" + ], + [ + "name", + "Clarence", + "closeout sales" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1647", + "Understand the text?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a play on words. The word \"circulation\" refers to blood flow through the circulatory system that's essential to keep a person alive. However, library \"circulation\" relates to the practice of lending library books to users." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "LIBRARIANS", + "die", + "lose", + "circulation" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1423", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "A tv guide is a guide through surfing channels on the tv. A maze is a complex labrynth that often requires guidance.", + "", + "Guides can be pamphlets that show what's on TV, or people that help others navigate a maze.", + "This is a play on words. A \"guide\" refers to someone who can help in navigating through the maze of TV channels but a TV \"guide\" is a magazine or website that tells what's on television at different times of the day." + ], + "Joke keywords": [ + [ + "" + ], + [ + "TV", + "maze of channels", + "guide" + ], + [ + "" + ], + [ + "TV", + "maze", + "guide" + ], + [ + "TV", + "maze", + "channels", + "guide" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1345", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. The phrase 'good connections' can mean having networked and met people with ties to other positions, opportunities, or companies. A telephone operator connects one caller to another.", + "A telephone operator is someone who connects calls.", + "", + "Yet another [profession]'s daughter joke that doesn't work.", + "This is a play on words. The phrase \"having good connections\" means knowing lots of important people but a telephone \"connection\" is a network connection that allows people to make phone calls." + ], + "Joke keywords": [ + [ + "Telephone operator' s", + "daughter", + "good connections" + ], + [ + "Telephone operator's daughter", + "good connections" + ], + [ + "" + ], + [ + "Telephone operator's daughter", + "good connections" + ], + [ + "Telephone operator' s", + "good connections" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_2126", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. At a weigh-in before a wrestling, boxing, or sumo match, a scale is used to measure the weights of the entrants. The phrase 'large-scale effort' means a 'very big effort.'", + "Sumo wrestler's are known for their large size and weight. A large scale event is a large event that has much viewership or involvement, and a scale is used to weight things.", + "The implication being that they would need a large scale to weight the sumo wrestlers ", + "The weigh-in took a lot of people to accomplish, and it was a large-scale effort because the sumo wrestlers were heavy.", + "This is a play on words. The phrase \"large scale\" means extensive but a \"scale\" is also a device used for measuring weight. Here a \"large scale effort\" means a scale capable of measuring large or heavy objects like sumo wrestlers. " + ], + "Joke keywords": [ + [ + "The weigh - in at the Sumo wrestling tournament was a large scale effort." + ], + [ + "Sumo wrestling tournament", + "large scale event" + ], + [ + "Sumo", + "large scale" + ], + [ + "weigh-in", + "Sumo", + "large-scale effort" + ], + [ + "weigh - in", + "Sumo wrestling", + "large scale effort" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_180", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "If only days could be cancelled when people didn't want to come into work or school or jury duty.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Today", + "cancelled", + "lack of interest" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_432", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a play on words. With playing cards, one person is the 'dealer' and they 'deal' the cards out to each player by drawing and placing them before each player. Saying 'I'll deal with you later' means 'I will take care of you later.' Since the person thinks they are a deck of cards, it could be taken to mean dealing cards out.", + "A deck of cards is dealt to players, so the doctor is saying they will deal with the person later as in dealing a deck of cards.", + "", + "This is an unfunny pun about dealing with a patient vs dealing with a deck of cards.", + "This is a play on words. To \"deal with\" something means to address or resolve an issue but \"deal\" also means to distribute playing cards to players." + ], + "Joke keywords": [ + [ + "Doctor", + "keep", + "thinking", + "I' m", + "deck of cards", + "deal with you later" + ], + [ + "deck of cards", + "deal with you later" + ], + [ + "" + ], + [ + "deck of cards", + "deal with you later" + ], + [ + "deck of cards", + "deal with" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_982", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Copse' means a small group of trees. The word sounds identical to 'cops' which is a slang term to refer to police officers. The people are criminals and in the woods, so either meaning could be true.", + "", + "", + "A copse is a small group of trees and it's a pun on 'cops', or policemen.", + "This is a play on words. The word \"copse\" is a small group of trees found in a forest but sounds like \"cops\" which is a term for police officers." + ], + "Joke keywords": [ + [ + "killer", + "followed", + "psychopath", + "into", + "forest", + "surrounded by", + "the copse" + ], + [ + "" + ], + [ + "" + ], + [ + "killer", + "psychopath", + "forest", + "copse" + ], + [ + "killer", + "forest", + "copse" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1025", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "", + "Butter that melts is also rendered fat or butter. Something rendered useless is deemed not usable.", + "rendered can refer to making butter or it can mean to be made useless ", + "Rendering is a specific type of treatment for butter - what 'rendered useless' refers to.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "butter melted", + "rendered useless" + ], + [ + "butter", + "rendered" + ], + [ + "butter melted", + "rendered useless" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_183", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. The iced, brewed, beverage may in fact be tea. 'Tea' sounds identical to 'tee' which, in golfing is a holder that sticks in the ground to rest a golf ball on for hitting with a golf club.", + "", + "tee sounds like tea", + "This could've been better written. A tee is a stand for a golf ball and a play on iced 'tea': a drink.", + "This is a play on words. A \"tee\" is a stand used in golf that the ball is propped on before it's hit. However, \"tea\" is also a caffeinated beverage that is often iced." + ], + "Joke keywords": [ + [ + "Before", + "golfer", + "finished drinking", + "iced, brewed beverage", + "dropped", + "tee" + ], + [ + "" + ], + [ + "brewed beverage", + "tee" + ], + [ + "golfer", + "iced brewed beverage", + "dropped his tee" + ], + [ + "golfer", + "beverage", + "tee" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_2185", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "The joke is a pun. Palm trees grow in warm sunny areas, and would provide shade from the sun. Saying a deal is 'shady' means it seems suspicious and untrustworthy.", + "Palm trees have large leaves that can provide shade. A shady deal is a deal that one might be skeptical of.", + "shady can mean sketchy and it can mean casting shade from the sun ", + "Get it? 'Cause the deal was suspicious and palms provide shade and..oh never mind.", + "This is a play on words. The word \"shady\" means dubious, suspicious or unlawful but \"shady\" also means providing shade from sunlight, as palm trees do" + ], + "Joke keywords": [ + [ + "selling", + "palm trees", + "shady deal" + ], + [ + "selling palm trees", + "shady deal" + ], + [ + "palm trees", + "shady" + ], + [ + "selling palm trees", + "shady deal" + ], + [ + "selling palm trees", + "shady deal" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_891", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "The joke is a play on words. The phrase 'you can run but you can't hide' is commonly said in media by villain characters or by the killer or monster in horror films. Dr. Jeckyll is a character from fiction who takes a formula that transforms him into Mr. Hyde. The name 'Hyde' sounds the same as the word 'hide'.", + "Dr. Jekyll is a classic story about a scientist who develops a potion that turns him into a horrifying killer named Dr. Hyde. The pun is about him alternatively becoming a sprinter, and then using the phrase you can run but you can't hyde.", + "hyde sounds like hide ", + "Jekyll's alter-ego was named Mr. Hyde, which is used here as both a literary allusion and a pun on 'hide'.", + "This is a play on words. The word \"Hyde\" is the name of the famous character in Dr. Jekyll and Mr. Hyde but \"hide\" also means to conceal oneself from sight. As a sprinter, Jekyll can run fast but he can't hide and he can't be Mr. Hyde." + ], + "Joke keywords": [ + [ + "Dr . Jekyll' s", + "formula", + "world - class sprinter", + "you can run but you can' t always Hyde" + ], + [ + "Dr Jekyll's", + "second formula", + "world - class sprinter", + "you can run", + "can't always hyde" + ], + [ + "Dr . Jekyll", + "Hyde" + ], + [ + "Dr. Jekyll", + "world-class sprinter", + "you can run but you can't Hyde" + ], + [ + "Dr . Jekyll' s", + "sprinter", + "run", + "can't", + "Hyde" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_1625", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "The joke is a pun. 'Caller ID' is a typical feature on phones which informs who is calling the phone. 'Caller' sounds like 'collar' which is the rim around the neck hole of a shirt.", + "Collar sounds like caller, is in called ID which is a name that pops up when receiving a phone call. Collar also refers to the collar area of the body, which is around the neck.", + "collar sounds like caller ", + "The neck of a dress shirt is called a collar, and it's a play on 'caller ID'", + "This is a play on words. The term \"caller ID\" means a telephone feature that displays the phone numbers of incoming calls. However, \"caller\" sounds like \"collar\" meaning material around the neck of a person's shirt. Here, \"collar ID\" means identification of a person that's written down on the collar of their shirt." + ], + "Joke keywords": [ + [ + "put", + "name on", + "neck", + "shirt", + "collar ID" + ], + [ + "name", + "neck", + "shirt", + "collar ID" + ], + [ + "neck", + "collar ID" + ], + [ + "name", + "neck of his shirt", + "collar ID" + ], + [ + "name", + "neck", + "shirt", + "collar ID" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_540", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "I think the joke is that 'ironically' sounds somewhat like 'ionically'. 'Ironically' is used to denote a paradoxical, unexpected, or coincidental situation. An ion is an atom or molecule with a net electric charge due to the loss or gain of one or more electrons. Having a charge means something would be magnetized toward something else with an opposite charge.", + "Ironically has the word iron in it, which is a magnetic metal element.", + "", + "ironically' is a play on the iron found in magnets. It's ironic because Tom doesn't have any magnetism.", + "This is a play on words. The word \"ironically\" means But \"iron\" is a metal that magnets attract." + ], + "Joke keywords": [ + [ + "personal", + "magnetism", + "said", + "ironically" + ], + [ + "personal magnetism", + "ironically" + ], + [ + "" + ], + [ + "personal magnetism", + "ironically" + ], + [ + "magnetism", + "ironically" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_805", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Feet' the body part, sounds the same as 'feat' which means 'accomplishment', 'achievement', or 'skill'.", + "Feet sounds like feat, as in a feature. ", + "feet sounds like feat ", + "Cheap pun about 'quite a feat' (effort) vs 'quite a 'feet'", + "This is a play on words. A \"feat\" is an achievement that requires great skill or strength but \"feet\" are the parts of the body people put shoes on." + ], + "Joke keywords": [ + [ + "fit", + "size 14", + "shoes", + "quite a feet" + ], + [ + "fit size 14 shoes", + "feet" + ], + [ + "shoes", + "feet" + ], + [ + "able to fit", + "shoes", + "quite a feet" + ], + [ + "fit", + "shoes", + "quite a feet" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_468", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "Tacks are pins used to pin objects together, and it sounds like tax. A sofa might involve upholstery tacks to repair.", + "", + "", + "This is a play on words. An \"upholstery tack\" is a sharp pin used to affix upholstery material to furniture like sofas. However, \"tacks\" sounds like \"tax\" meaning an extra fee placed on a bill. Here, an \"upholstery tacks\" refers both to tacks placed on the sofa and an extra charge for the upholstery." + ], + "Joke keywords": [ + [ + "" + ], + [ + "sofa", + "repaired", + "bill", + "upholstery tacks" + ], + [ + "" + ], + [ + "" + ], + [ + "sofa", + "repaired", + "bill", + "upholstery tacks" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_1346", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. 'Haddock' is a type of fish, and sounds like 'headache' which is a pain in the head that one might take pain relieving pills for.", + "", + "haddock sounds like headache ", + "haddock' is a poor pun word for 'headache'. ", + "This is a play on words. A \"haddock\" is a type of fish but sounds like \"headache\" meaning a continual pain in the head." + ], + "Joke keywords": [ + [ + "fisherman", + "pain pills", + "persistent", + "haddock" + ], + [ + "" + ], + [ + "fisherman", + "haddock" + ], + [ + "fisherman", + "pain pills", + "persistent haddock" + ], + [ + "fisherman", + "pain pills", + "haddock" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_805", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_556", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 0, + 3 + ], + "Natural language explanation": [ + "The joke is a pun. 'Plane' sounds the same as 'plain'. People often refer to food served on airplanes as 'plane food' however, if food was unseasoned and tasted bland, one would call it 'plain' meaning basic, simple, or boring.", + "Flying involves riding in a plane, and plane sounds like plain as in ordinary or nothing special. ", + "plane sounds like plain ", + "", + "This is a play on words. \"plain food\" refers to food that is simple, bland or ordinary. However, \"plain\" sounds like \"plane\". Here, \"plane food\" means food eaten while riding on an airplane." + ], + "Joke keywords": [ + [ + "Don' t expect", + "eat", + "fancy", + "when", + "flying", + "plane food" + ], + [ + "Don't expect", + "fancy", + "flying", + "plane food" + ], + [ + "flying", + "plane" + ], + [ + "" + ], + [ + "fancy", + "flying", + "plane food" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_1057", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "A morel is a type of mushroom and sounds like moral, as in main point or meaning. ", + "", + "Morel is a type of fungus and a pun on 'moral'.", + "This is a play on words. A \"moral\" is the main lesson or message of a story but a \"morel\" is an edible fungus." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Absent", + "fungus", + "story", + "no morel" + ], + [ + "" + ], + [ + "fungus", + "story", + "morel" + ], + [ + "fungus", + "story", + "morel" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_531", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "The joke is a pun. Wigs are false hair pieces that people sometimes wear. One might comb their hair with a brush or a comb, but to 'comb' an area means to search it thoroughly, without missing any spot.", + "Combing the are means searching the area. A wig is synthetic hair which can be combed with a comb.", + "combing can mean searching or it can mean using a comb ", + "Police are searching the area and 'combing' is a pun on combing a wig.", + "This is a play on words. The word \"combing\" means searching through an area but a \"comb\" is also an instrument used for brushing hair." + ], + "Joke keywords": [ + [ + "wig van", + "blew up", + "police", + "combing the area" + ], + [ + "wig van", + "blew up", + "combing the area" + ], + [ + "wig van", + "combing" + ], + [ + "wig van blew up", + "motorway", + "police", + "combing the area" + ], + [ + "wig", + "combing the area" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_535", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Bungee cords are used for bungee jumping, in which one drops from a ledge and the stretchy bungee cord will 'bounce' the person back up from where they dropped. To 'bounce back' from an injury or trauma is another way to say to 'recover' from it.", + "A bungee cord accident might involve getting hurt while bungee jumping. Bungee jumping involves bouncing from a bungee off of an edge, and bouncing back refers to recovering.", + "", + "He couldn't bounce back because the bungee cord failed to bounce him back.", + "This is a play on words. To \"bounce back\" means to recover from an injury or ailment but here \"bouncing back\" refers to how bungee jumpers bounce, or jump down a cliff before being pulled back up by the cord ." + ], + "Joke keywords": [ + [ + "difficult", + "bouncing back", + "bungee cord", + "accident" + ], + [ + "difficult time", + "bouncing back", + "bungee cord accident" + ], + [ + "" + ], + [ + "difficult time bouncing back", + "bungee cord" + ], + [ + "bouncing back", + "bungee cord accident" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_912", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. The name Bea sounds like 'bee' and bees produce honey.", + "Bea sounds like bee, as in the insect that makes honey.", + "", + "Bea is a female name and a pun on the bees that make honey.", + "This is a play on words. The word \"Bea\" is a common first name but a \"bee\" is an insect known for producing honey." + ], + "Joke keywords": [ + [ + "name", + "Bea", + "honey", + "business" + ], + [ + "name", + "Bea", + "honey business" + ], + [ + "" + ], + [ + "Bea", + "honey business" + ], + [ + "name", + "Bea", + "honey business" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1278", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A dentist is a doctor who specializes in teeth. Dentists would perform a filling on a tooth that had a cavity, or a decayed part of the tooth. A 'cavity search' is a search usually performed by police or security to check any place on a person that may be hiding restricted items.", + "A cavity refers to a growth of plaque on a tooth, and a cavity search is a type of full body search peformed on a suspect. ", + "", + "A cavity search refers to both a police procedure and the cavities that dentists look for.", + "This is a play on words. A \"cavity search\" is a method of inspection law enforcement uses to search body cavities for illegal items but a \"cavity\" is also a hole in a tooth that dentists work on." + ], + "Joke keywords": [ + [ + "dentist' s", + "alibi", + "police", + "cavity search" + ], + [ + "dentist's alibi", + "full of holes", + "cavity search" + ], + [ + "" + ], + [ + "dentist's alibi", + "full of holes", + "cavity search" + ], + [ + "dentist' s alibi", + "holes", + "cavity search" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_1619", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "It's not common knowledge anymore that parkay is a brand of margarine.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "margarine", + "wooden tile floor", + "slipped and fell", + "parkay" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1974", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Rich' can be a name, but it is also a word meaning 'wealthy' or 'successful'.", + "Rich, short for richard, is a name and is also the same word for rich, as in wealthy.", + "", + "This joke is not written cohesively enough to work. I would rate it a 0 if I could.", + "This is a play on words. The word \"Rich\" is a common first name but \"rich\" also means someone who is extremely wealthy, as a successful investment banker would be." + ], + "Joke keywords": [ + [ + "name", + "Rich", + "successful", + "investment banker" + ], + [ + "name", + "Rich", + "successful", + "banker" + ], + [ + "" + ], + [ + "Rich", + "investment banker" + ], + [ + "name", + "Rich", + "investment banker" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1328", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. One might 'check out' or rent a book from the library, but another use for 'check out' could mean to be not mentally present, or possibly with a stretch of the imagination, dead.", + "A librarian is someone who manages and curates a library of books, where checking out a book is taking home a book from the library.", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying.", + "This is a play on words. To \"check out\" means to remove oneself from a location or situation but to \"check out\" a book means to borrow it from the library." + ], + "Joke keywords": [ + [ + "LIBRARIANS", + "die", + "check out" + ], + [ + "OLD LIBRARIANS", + "never die", + "check out" + ], + [ + "" + ], + [ + "" + ], + [ + "LIBRARIANS", + "die", + "check out" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_1581", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "I guess the joke is that 'sum worshippers' makes them sound like 'sun worshippers' as religions that worship the sun are commonplace. A 'sum' is the product of an addition operation in mathematics.", + "", + "sum sounds like some ", + "There is nothing else in this joke to connect math to religion. That's why the pun falls flat.", + "This is a play on words. The term \"sun worshipper\" means someone who enjoys lying in the sun to get a suntan but \"sun\" sounds like \"sum\" meaning the total amount resulting from the addition of two or more numbers. Here, mathematicians are \"sum\" worshippers\" because they place a high importance on adding numbers together." + ], + "Joke keywords": [ + [ + "Mathematicians", + "sum worshippers" + ], + [ + "" + ], + [ + "Mathematicians", + "sum" + ], + [ + "Mathematicians", + "sum worshippers" + ], + [ + "Mathematicians", + "sum worshippers" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_27", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. 'Bounce back' can mean to recover from something such as an illness. Bungee cords are stretchy cords that would make one 'bounce' back to the point of dropping when used for bungee jumping.", + "A bungee jumper is someone who jumps off of an edge from a large height tethered to a bungee that slings them back up. ", + "", + "This joke implies that bungee jumpers can reincarnate. It's too weird to be funny.", + "This is a play on words. To \"bounce back\" means to recover from an injury or ailment but here \"bounce back\" refers to how bungee jumpers bounce, or jump down a cliff before being pulled back up by the cord ." + ], + "Joke keywords": [ + [ + "BUNGEE JUMPERS", + "sometimes die", + "still bounce back" + ], + [ + "OLD BUNGEE JUMPERS", + "sometimes die", + "bounce back" + ], + [ + "" + ], + [ + "OLD BUNGEE JUMPERS", + "die", + "bounce back" + ], + [ + "BUNGEE JUMPERS", + "die", + "bounce back" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1853", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. An olympic swimmer would typically 'dive' or jump into a pool. For profits to 'dive' would mean that profits are decreasing or dropping.", + "Swimmers dive into water as part of their routine. A companies profits that dive mean they fall to a low point.", + "dive can mean fall or it can mean dive in a pool ", + "Profits nose-dived, like an olympic diver.", + "This is a play on words. To \"take a dive\" means refers to company profits suddenly falling much lower than they were. However, here \"take a dive\" refers to swimmers diving or leaping into the water." + ], + "Joke keywords": [ + [ + "Endorsement by an olympic swimmer caused a company' s profits to dive." + ], + [ + "Endorsement", + "olympic swimmer", + "profits", + "dive" + ], + [ + "swimmer", + "dive" + ], + [ + "Endorsement", + "olympic swimmer", + "profits", + "dive" + ], + [ + "swimmer", + "company' s profits", + "dive" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_1494", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. To say or do something 'hospitably' is to be receiving or treating guests or strangers warmly and generously. The word 'hospitably' is similar to 'hospital' which is a medical facility that an ambulence would be used to transfer an injured or sick person to.", + "An ambulance is an EMS vehicle that routes to a hospital. ", + "", + "Tom is such a weird character that I can't get behind this endeavor. Even if he's hospitable about taking me to the hospital.", + "This is a play on words. The word \"hospitably\" means spoken in a warm and generous manner but a \"hospital\" is an institution providing medical where ambulances drive patients." + ], + "Joke keywords": [ + [ + "ride", + "ambulance", + "said", + "hospitably." + ], + [ + "ride", + "new ambulance", + "hospitably" + ], + [ + "" + ], + [ + "ride", + "new ambulance", + "hospitably" + ], + [ + "ambulance", + "hospitably" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_1637", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. Cats are known for catching rodents like mice. The computer peripheral device that controls the pointer or cursor is also called a 'mouse'.", + "A mouse can refer to both the small rodent, or a computer mouse. Cat's are known for chasing mice, so the pun is about a cat taking lessons to learn how to grip a mouse better via computer interaction.", + "mouse can mean a type of human interface device or it can mean a literal rodent ", + "A mouse is a computer cursor and an animal that cats hunt.", + "This is a play on words. A \"mouse\" is a small rodent that cats often chase but a \"mouse\" is also a small handheld device used to move the cursor of a computer." + ], + "Joke keywords": [ + [ + "cat", + "computer", + "lessons", + "mastering", + "grip", + "mouse" + ], + [ + "cat", + "computer lessons", + "mastering", + "grip on a mouse" + ], + [ + "computer", + "mouse" + ], + [ + "cat", + "computer lessons", + "mastering its grip", + "mouse" + ], + [ + "cat", + "computer lessons", + "grip", + "mouse" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_1634", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "The joke is a pun. A galleon is a type of ancient seagoing vessel. 'Galleon' sounds like 'gallon', a unit of measure of liquid volume. One might use gallons today to determine the mileage of a car based on gas intake as 'miles to the gallon'.", + "A galleon is a type of large ship, from older dates in history. It also sounds like gallon, as in miles per gallon or the measurement of fuel efficiency of a vehicle.", + "galleon sounds like gallon ", + "A galleon is a type of colonial era Spanish ship, used for fighting and trading, as well as being a pun on 'gallon'.", + "This is a play on words. A \"gallon\" is a unit of liquid capacity often used to measure gas but a \"galleon\" is a sailing ship used during the 15th through the 17th centuries." + ], + "Joke keywords": [ + [ + "ancient times", + "seagoing vessels", + "fuel efficient", + "thousands", + "miles to the galleon" + ], + [ + "ancient times", + "seagoing vessels", + "more fuel efficient", + "miles to the galleon" + ], + [ + "seagoing vessels", + "galleon" + ], + [ + "seagoing vessels", + "efficient", + "thousands of miles to the galleon" + ], + [ + "ancient", + "seagoing vessels", + "fuel efficient", + "miles to the galleon" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "het_1339", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_350", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "The joke is a pun. One might say that dying and going to heaven would be 'going to a higher plane', as in a higher realm than the mortal realm. 'Plane' meaning 'realm', is identical to the short word for airplane, 'plane'.", + "", + "", + "This is the rare OLD PROFESSIONS joke where the pun actually is a euphemism for dying. However, that doesn't mean the joke is funny.", + "This is a play on words. To \"go to a higher plane\" means to reach an emotional or profound level of existence but \"higher plane\" also refers to an airplane being flown in the air at higher altitudes." + ], + "Joke keywords": [ + [ + "PILOTS", + "die", + "go to", + "higher plane" + ], + [ + "" + ], + [ + "" + ], + [ + "OLD PILOTS", + "die", + "go to a higher plane" + ], + [ + "PILOTS", + "die", + "higher plane" + ] + ], + "Annotator_IDs": [ + 6, + 2, + 7, + 8, + 1 + ] + }, + { + "ID": "hom_2209", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "Archimedes was a scientist that created a principle called \"Archimedes' principle\". This principle says that a body at rest in a fluid is acted upon by a force pushing upward called the buoyant force. Buoyant describes the ability to stay afloat. Buoyant also describes someone in a cheerful or optimistic disposition. This joke is playing on the word buoyant and its different meanings. ", + "", + "", + "This is a play on words. The word \"buoyant\" means in a cheerful or optimistic mood but \"buoyant\" also means able to stay afloat or rise to the top of a liquid or gas. The punchline is that Archimedes was an ancient Greek mathematician who discovered the principal of buoyancy." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Archimedes", + "buoyant" + ], + [ + "" + ], + [ + "" + ], + [ + "Archimedes", + "buoyant" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1470", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "Cow tipping is the act of pushing a cow over onto its side. Tipping is also leaving money for food servers at restaraunts.", + "A cow is a mammal found on farms. Cow tipping is when someone pushes a cow so they tip, or fall over. At a restaurant, waiters are tipped, or given payment for their services. The tip payment at a restaurant is extra. This joke is playing on the different meanings of the word tip. ", + "Tipping a cow usually means to known them over. Here, it's joking that they never gave the cow a cash tip", + "cows are normally eaten as food ", + "This is a play on words. To \"tip a cow\" means to sneak up on a sleeping cow and tip it over. However, here \"tipping a cow\" refers to giving the cow an extra sum of money, as one would if being served at a restaurant." + ], + "Joke keywords": [ + [ + "tipped a cow", + "served me food" + ], + [ + "tipped a cow", + "served", + "food" + ], + [ + "cow", + "tip" + ], + [ + "tipped", + "cow", + "served", + "food" + ], + [ + "tipped", + "cow", + "served", + "food" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1205", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "Adipose is a type of fat. Here, it is replacing \"Oedipus\" in the common turn of phrase.", + "", + "This is a play on words. The term \"oedipus complex\" is a term used in psychology but \"oedipus\" sounds like \"adipose\" which is part of the body used for the storage of fat." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "fat" + ], + [ + "" + ], + [ + "fat tissue", + "psychiatrist", + "adipose complex" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1047", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + "", + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "at libraries you check out books when you want to take them home ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "librarian's", + "check out", + "cover" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_979", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Nits are the eggs of head lice, a common parasitic affliction of mammals. Lousy is used to mean both bad and full of lice.", + "Nits is another word for lice. Head lice is a type of insect infestation that children can experience. \nLousy means very poor or bad, and it can also mean infested with lice. The person in the joke has a \"lousy memory\", with lousy being cleverly used since the memory relates to lice. The joke is playing on the word \"lousy\" and its double meaning. ", + "Both nits and louse are types of bugs", + "", + "This is a play on words. A \"nit\" is the egg of a louse. The word \"lousy\" means very poor or bad but \"lousy\" also means infected with lice." + ], + "Joke keywords": [ + [ + "nits", + "lousy" + ], + [ + "nits", + "lousy memory" + ], + [ + "nits" + ], + [ + "" + ], + [ + "can' t remember", + "nits", + "lousy memory" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2079", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "Bluffing is the act of lying. A bluff", + "Bluff is another word for cliff, but it can also mean lie. Tom bluffed about climbing cliffs, so Tom is lying when he says he can climb cliffs. Bluffed is used here to mean lying, but also references cliffs.", + "", + "", + "This is a play on words. The word \"bluffed\" means spoken in a way meant to deceive but a \"bluff\" is also a small rounded cliff." + ], + "Joke keywords": [ + [ + "" + ], + [ + "cliffs", + "bluffed" + ], + [ + "" + ], + [ + "" + ], + [ + "climb cliffs", + "bluffed" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2214", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Spring into action is a phrase meaning to start doing something, which a gardener would do during the season of Spring, when new growth in lawn or garden begins.", + "\"Spring into action\" means to take action quickly. The word spring can also refer to the season spring, which is warm and ideal for watching plants grow in the garden. Gardeners are people that like to cultivate plants. This joke is playing on the word spring and its different meanings.", + "Gardening happens during the spring season", + "people normally garden when it' spring ", + "This is a play on words. The word \"spring\" means to move or jump suddenly into action but \"spring\" is also the season after winter when plant vegetation begins to appear." + ], + "Joke keywords": [ + [ + "gardeners", + "spring" + ], + [ + "gardeners", + "spring into action" + ], + [ + "gardeners", + "spring" + ], + [ + "gerdeners", + "spring" + ], + [ + "Gardeners", + "spring into action" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_980", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "A phony is a type of fraudster and sounds like phone. Phones are capable of making calls long distance.", + "Long distance fraud can occur on the phone. Scammers that live far away from the people they are scamming will make a phone call to a victim, lie, then ask for money. \"Phony\" means fraudulent, but can also replace the suffix \"-phone\" which relates to sound. \"Phone\" is not only a suffix, but a communication device that allows for long distance communication. The joke is playing on the word phony, how it sounds close to 'phone' and long distance fraud.", + "The use of phony here refers to both a fraud, and using a phone due to the long distance", + "", + "This is a play on words. A \"phony\" means a fradulent person but here a \"phone-y\" refers to someone who makes long-distance phone calls to commit fraud." + ], + "Joke keywords": [ + [ + "long distance", + "fraud", + "phony" + ], + [ + "long distance", + "fraud", + "phony" + ], + [ + "fraud" + ], + [ + "" + ], + [ + "long distance fraud", + "phony" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_430", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Slipping up is a phrase for making mistakes and a general decline in productiveness. It is also being used here in the literal sense, as ice is slippery.", + "\"Slipping up\" means being sloppy, or not thorough about work being done. Ice is a slippery substance. If someone is not careful when they are walking on ice, they can slip. To slip is to lose one's balance or footing. This joke is playing on the word \"slippery\" and how it relates to poor quality, but also falling on ice.", + "This joke implies that the maintence crew is both slacking and physically slipping on the ice", + " when ice skating you slip and fall", + "This is a play on words. To be \"slipping up\" means making mistakes but \"slipping up\" also refers to sliping, or losing one's balance on the ice." + ], + "Joke keywords": [ + [ + "" + ], + [ + "ice", + "maintenance crew", + "slipping up" + ], + [ + "ice" + ], + [ + "ice", + "rink", + "slipping" + ], + [ + "ice", + "rink", + "maintenance crew", + "slipping up" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_804", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "The Jack and Jill nursery rhyme involves a pail of water. Pail sounds like pale, part of the phrase pale in comparison, which means significantly less than the other.", + "The beginning of the Jack and Jill nursery rhyme goes \"Jack and Jill went up the hill to fetch a pail of water\". The word pale is a homophone of pail. \"Pale in comparison\" is phrase that means something is not as good compared with something else. The joke is saying other nursery rhymes \"pale in comparison\" to the Jack and Jill one, but use \"pail\" in place of \"pale\" to reference the pail in the Jack and Jill nursery rhyme. The joke is centered on the word pail, its homophone pale, and its use in \"pale in comparison\".", + "A play on \"pale in comparison,\" alluding to the pail of water jack and jill go to get", + "", + "This is a play on words. To \"pale\" in comparison means to seem less important compared to something else. However, \"pale\" sounds like \"pail\" referring to the bucket Jack and Jill carried up the hill in the famous nursury rhyme." + ], + "Joke keywords": [ + [ + "jack and jill", + "pail" + ], + [ + "jack and jill", + "nursery rhyme", + "pail in comparison" + ], + [ + "nursery rhyme", + "Jack and Jill" + ], + [ + "" + ], + [ + "Jack and Jill", + "pail in comparison" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_322", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "A printer needs a special kind of ink known as toner. Ink toner is put in cartridges. The word \"tone\" can be found in \"toner\". The word \"tone\" is also a verb, and can mean to give strength to a muscle in the body. Toned abs refer to abdominal muscles that are strong from exercise. This joke is playing on the word toned because it sounds close to toner, which can reference printer ink.", + "Printers have \"toner\"", + "you need toner for printer cartridges ", + "This is a play on words. To \"tone up\" refers to muscles becoming stronger but \"toner\" is a type of ink used in printers." + ], + "Joke keywords": [ + [ + "" + ], + [ + "printer", + "tone", + "abs" + ], + [ + "printer", + "abs" + ], + [ + "printer", + "cartridge", + "tone", + "abs" + ], + [ + "printer cartridge", + "tone up", + "abs" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_284", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "Investment brokers buy and sell stocks, small portions of company ownership. Stock also means an accumulated supply.", + "A stock answer is an answer that is prepared and always the same. A stock is the amount of capital raised by a business. Investment brokers conduct investment transactions on behalf of a client, and stocks are seen as an investment. This joke is centered on the word \"stock\" and its different meanings.", + "", + "A stock is a type of investment that represents an ownership share in a company. ", + "This is a play on words. A \"stock\" answer is a pre-prepared response but a \"stock\" also is one of the shares that ownership of a company is divided into." + ], + "Joke keywords": [ + [ + "investment broker", + "stock" + ], + [ + "investment broker", + "stock answer" + ], + [ + "" + ], + [ + "stock", + "broker", + "stock" + ], + [ + "investment broker", + "stock answer" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_697", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Tearable, something that is comes apart easily, sounds like terrible, something that is significantly bad or low quality, a shirt made of paper having both aspects.", + "\"Tearable\" sounds like \"terrible\". Terrible means awful. \"Tearable\" means easy to rip apart. The joke is discussing paper shirts, which are aboth \"tearable\" and \"terrible\". This joke is centered on the word \"tearable\" because it sounds close to \"terrible\" and it describes the paper shirts.", + "Tearible, to be able to be shredded, replaces the word \"terrible\"", + "paper can tera up easily ", + "This is a play on words. The word \"terrible\" means very bad but \"tearable\" means able to \"tear\" or rip apart easily, since the shirt is made of paper." + ], + "Joke keywords": [ + [ + "paper shirts", + "tearable" + ], + [ + "paper shirts", + "tearable" + ], + [ + "paper" + ], + [ + "paper", + "shirt", + "re-tearable" + ], + [ + "paper shirts", + "tearable" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_175", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "An astronaut is a person who explores outer space. In order to go to outer space, they need to use a rocket, which propells them through a large, focused, sustained explosion, or blast. Having a blast means to have a good time.", + "To have a blast means to have a good time. Astronauts are people trained to go into outer space. When a space craft goes off into space, it's about to \"blast off\" or leave Earth. This joke is centered on the word \"blast\" and its different meanings. ", + "Had a blast means to have fun, but astronauts also blast into space", + "astronauts are known to blast into space ", + "This is a play on words. To have a \"blast\" means to have a really great time but \"blasting\" off also refers to an astronaut's spaceship taking flight." + ], + "Joke keywords": [ + [ + "astronaut", + "blast" + ], + [ + "astronaut", + "had a blast" + ], + [ + "astronaut" + ], + [ + "astronaunt", + "blast" + ], + [ + "astronaut", + "had a blast" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_177", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "A play on the phrase swept of their feet, which is used to mean successfully wooing someone. One of the tools a janitors uses is a broom, which brushes, or sweeps, a floor.", + "To \"sweep someone off their feet\" means to impress someone quickly and in a way that is overpowering. A janitor is someone that keeps buildings clean, with sweeping being a common duty. Sweeping means to brush, or clean a floor with a broom. This joke is centered on the word \"sweeping\" and its different meanings.", + "This means he both literally swept her with a brook and romanced her", + "janitors are known for cleaning ans sweeping ", + "This is a play on words. To \"sweep\" someone off their feet means to make someone very attracted to you but \"sweeping\" also means to clean an area by brushing away dirt, as janitors do with brooms." + ], + "Joke keywords": [ + [ + "janitor", + "broom", + "swept" + ], + [ + "janitor", + "broom", + "swept er off her feet" + ], + [ + "janitor", + "broom" + ], + [ + "janitor", + "broom", + "swept" + ], + [ + "janitor", + "broom", + "swept", + "off her feet" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1155", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "See what evolved is a colloquialism for waiting for a situation to play out. Charles Darwin was a scientist known for his contributions to evolutionary biology.", + "", + "Darwin is known as a key influencer in the study of evolution", + "Charles Robert Darwin best known for evolutionary biology. ", + "This is a play on words. The word \"evolved\" means grown or developed but \"evolved\" also refers to the theory of evolution which Charles Darwin developed." + ], + "Joke keywords": [ + [ + "darwin", + "evolved" + ], + [ + "" + ], + [ + "Darwin" + ], + [ + "darwin", + "evolved" + ], + [ + "Darwin", + "see what evolved" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_462", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "europe is a continent ", + "This is a play on words. The word \"continently\" means spoken in a temperate or moderate manner but a \"continent\" is also any of the world's main land expanses, which includes Europe." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "europe", + "continently" + ], + [ + "Europe", + "continently" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1207", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A clause is an agreement, and sounds like claws, which dogs have.", + "A clause can mean a contract. \"Claws\" is a homophone of \"clause\". Dogs have claws, and claws can be used to scratch people. It's \"in the clause\" or \"it's in the contract\" that the neighbor's dog gets watched as long as it doesn't scratch the person watching it. It's clever that \"clause\" was used to mean contract because it sounds like \"claws\", and claws can scratch. The joke is centered on the word \"clause\" and its homophone \"claws\".", + "Clause, sounds like claws, is a type of contract", + "clause sounds like claws", + "This is a play on words. The word \"clause\" means a stipulation in a contract but sounds like \"claws\" or horned nails that dogs use to scratch." + ], + "Joke keywords": [ + [ + "agreed", + "dog", + "scratch", + "claws" + ], + [ + "neighbor's dog", + "scratch", + "clause" + ], + [ + "dog" + ], + [ + "dog", + "scratch", + "clause" + ], + [ + "agreed", + "dog", + "scratch", + "clause" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_754", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 1, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "\"Breed\" sounds like \"breathe\", so \"breed their last\" kind of sounds like \"breathe their last\". When one breathe's their last, it means they are taking their last breathe, essentially dying. Farmers are people that breed animals, or get animals to produce more offspring, typically for food. The joke is in the word \"breed thier last\" because it sounds sort of like \"breathe their last\" but breed ties into farming. ", + "", + "", + "This is a play on words. The phrase \"breathe their last\" refers to someone on the verge of death. However, \"breathe\" sounds like \"breed\" which means to mate animals so they produce offspring, as ranchers do." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old ranchers", + "never die", + "breed their last" + ], + [ + "" + ], + [ + "" + ], + [ + "RANCHERS", + "die", + "breed their last" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1726", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "A statistician compiles stastisical data, which sounds like date, a romantic companion for a social event. To go stag is a colloquialism for going to an event without a date.", + "\"Data\" sounds close to the word \"date\". To go to a dance stag means to go alone, without a date. A date is a person who is someone's romantic partner for an evening. A statistician is someone who is an expert at preparing and analyzing statistics. Another word for statistics is data. The joke is centered on the word \"data\" because it relates to what statisticians handle, but it also sounds close to the word \"date\". ", + "Data is supposed to sound like date", + "", + "This is a play on words. The word \"date\" refers to someone a person would invite to a dance or romantic outing. However, \"date\" sounds like \"data\" which refers to the facts or statistics that statisticians study." + ], + "Joke keywords": [ + [ + "statistician", + "stag", + "data" + ], + [ + "statistician", + "stag", + "data" + ], + [ + "statistician", + "dance" + ], + [ + "" + ], + [ + "statistician", + "dance stag", + "didn' t have", + "data" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1622", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "In this joke, Data is the name of a person. Data has the other meaning of being facts and statistics collected together for reference or analysis. A data packet is a unit of data made into a single package that moves along a network path. \"Sent her packeting\" sounds like \"sent her packing\" which means Data's parents sent her out of the house. ", + "", + "", + "A \"data packet\" is a unit of data made into a single package. However \"packet\" sounds like \"packing\" and \"send someone packing\" means to kick them out or make them leave a place." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Data", + "trouble", + "sent her packeting" + ], + [ + "" + ], + [ + "" + ], + [ + "Data", + "trouble", + "sent her packeting" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1328", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "A mongrel is a dog of unknown pedigree, also called a mutt. Mutt is in the word mutter, to complain in low tones.", + "A beagle is a type of dog. A mongrel is a dog that results from the crossing of different breeds. To mutter is to say something in a low or barely audible voice. A mutt is a dog, another word for mongrel. We see \"mutt\" in \"muttered\". The joke is centered around the word \"muttered\" because we can see the word \"mutt\" in it and the joke is about dogs.", + "", + "A mongrel, mutt or mixed-breed dog is a dog that does not belong to one officially recognized breed", + "This is a play on words. The word \"muttered\" means to speak in a low voice but a \"mutt\" is a term for a mongrel dog." + ], + "Joke keywords": [ + [ + "mongrel", + "muttered" + ], + [ + "beagle", + "mongrel", + "muttered" + ], + [ + "" + ], + [ + "beagle", + "mongerel", + "muttered" + ], + [ + "mongrel", + "muttered" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_237", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "To buzz is to fly very close an aircraft at high speed. A pilot is a person that flies an aircraft. To \"buzz off\" means to go away. The joke is centered around the word \"buzz\" and its different meanings. ", + "", + "", + "This is a play on words. The phrase \"buzz off\" means to go away but \"buzz\" also means to fly an aircraft very close to the ground." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old pilots", + "never die", + "buzz off" + ], + [ + "" + ], + [ + "" + ], + [ + "PILOTS", + "die", + "buzz off" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_222", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "A grater is literally as the joke describes, and sounds like greater. Greater of two evils is a phrase describing a choice between two bad options.", + "A grater is a tool used to shave a block of cheese (or any other food) into sprinkles. Grater is a homophone of greater. Greater means better. \"Greater of two evils\" means the best choice out of two things that are not great options. The joke is playing on the phrase \"greater of two evils\" except \"greater\" is replaced with \"grater\" because the joke is referencing shredding garlic and cheese. ", + "The utensil is called a grater, here replacing the word \"greater\"", + "a grater sheds food into little pieces ", + "This is a play on words. The phrase \"greater of two evils\" is a play on the phrase \"lesser of two evils\" which is the principle that when there's two bad choices the least bad choice should be chosen. However, \"greater\" sounds like \"grater\" which is a device used to grate cheese into fine pieces." + ], + "Joke keywords": [ + [ + "kitchen implement", + "shred", + "garlic", + "parmesan", + "hate", + "grater of two evlis" + ], + [ + "shred", + "grater of two evils" + ], + [ + "wife", + "grater" + ], + [ + "sherd", + "cheese", + "grater" + ], + [ + "kitchen implement", + "hate", + "grater of two evils" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1388", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "A hairdresser is someone who cuts and styles hair. To braid hair is to fold three sections of hair over each other repeatedly to create a design. \"Braid away\" sounds close to \"fade away\". \"Fade away\" means gradually become weak, especially to the point of death. The joke is centered around the term \"braid away\" since it sounds like \"fade away\" and the joke is explaining what happens to old hairdressers.", + "", + "hairdressers braid hair ", + "This is a play on words. The phrase \"fade away\" means to grow faint and disappear. However, \"fade\" sounds like \"braid\" meaning a pattern formed by weaving hair." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old hairdressers", + "never die", + "braid away" + ], + [ + "" + ], + [ + "hairdressers", + "braid" + ], + [ + "HAIRDRESSERS", + "die", + "braid away" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2023", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Won't cut it is a phrase meaning below a certain standard. A barber is a person who cuts and styles hair.", + "\"Won't cut it\" means \"won't be acceptable\". A barber is someone who cuts hair. The joke is centered around the word \"cut\" and how it can be used to mean \"won't be acceptable\" when referring to a strange barber. ", + "\"Won't cut it\" both means doesn't pass the speaker's standards and won't cut their hair", + "barbers cut hair ", + "This is a play on words. The phrase \"won't cut it\" means the barber doesn't measure up to the speaker's standards. However, here the speaker saying a strange barber \"won't cut it\" means that the speaker won't allow the barber to cut their hair." + ], + "Joke keywords": [ + [ + "picky", + "hair", + "barber", + "won't cut it" + ], + [ + "hair", + "strange barber", + "cut" + ], + [ + "barber" + ], + [ + "hair", + "barber" + ], + [ + "picky", + "hair", + "strange barber", + "won't cut it" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1249", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "An algorithm is a function in mathematics, which would be tought by a math teacher. Part of algorithm rhymes with rhythm, which is musical patterning, in this case applied to dance ability.", + "In mathematics, an algorithm is a sequence of well-defined instructions. The word \"rhythm\" can be heard in \"algorithm\". Rhythm is a repeated pattern of movement or sound. The joke is talking about a math teacher that was a good dancer, and \"having rhythm\" refers to someone who is in tune with the music when dancing. This joke is a play on the word \"algorithm\", where the the last two syllables sound like \"rhythm\" which relate to the math teacher and dancing. ", + "Algorithm, alluding to math, is being used to replace the similar sounding rhythm", + "algorithm sounds like rhythm ", + "This is a play on words. The word \"rhythm\" means a strong pattern of movement or sound, as a dancer would have. However, \"rhythm\" sounds like \"algorithm\" which is a mathematical term for rules followed in calculations." + ], + "Joke keywords": [ + [ + "math teacher", + "dancer", + "algorithm" + ], + [ + "math teacher", + "good dancer", + "algorithm" + ], + [ + "math teacher" + ], + [ + "math", + "dancer", + "algorithm" + ], + [ + "math teacher", + "dancer", + "algorithm" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1169", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_481", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "When brewing tea, it is submerged in hot water for a few minutes, or steeps. Steep also means a sharp incline, in this case a price that went up that it was expensive.", + "When tea is getting made, the tea leaves need to be steeped in hot water, which means they need to sit in hot water. \"Too steep\" can mean too high. The joke is referring to the price of tea being too steep, or too high. The joke is playing on the word \"steep\" which is a word used to describe how tea is made, and also refers to how expensive the tea is.", + "Steep here means pricey, although steep is what you do to your tea", + "with tea you have to let them steep awhile in hot water ", + "This is a play on words. The word \"steep\" refers to a price being too expensive but \"steep\" also means to soak tea leaves in liquid to extract flavors." + ], + "Joke keywords": [ + [ + "buy", + "tea", + "price", + "steep" + ], + [ + "loose tea", + "price", + "too steep" + ], + [ + "tea" + ], + [ + "tea", + "steep", + "price" + ], + [ + "loose tea", + "price", + "too steep" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1104", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Hobbits are some of the characters in The Lord of the Rings. Hobbit sounds like habit, a recurrant pattern of behavior.", + "\"Force of habit\" means something that has the tendency for something to be done frequently. Lord of the Rings is a series of fantasy novels written by J.R.R. Tolkien. \"The Hobbit\" is a fantasy novel that proceeded the Lord of the Rings series which was also written by J.R.R. Tolkien. The joke is centered around the word \"hobbit\" since it sounds like \"habit\" and its use in the common phrase \"force of habit\", turned into \"force of hobbit\". ", + "The hobbit (sounds like habit) is a familiar book written by the same author of The Lord of the Rings", + "hobbit sounds like habbit", + "This is a play on words. The phrase \"force of habit\" means the tendency for something done frequently to become automatic but \"habit\" sounds like \"hobbit\" which is a fictional type of people in the Lord of the Rings books." + ], + "Joke keywords": [ + [ + "lord of the rings", + "hobbit" + ], + [ + "Lord of the Rings", + "force of hobbit" + ], + [ + "The Lord of the Rings", + "hobbit" + ], + [ + "the lord of the rings", + "hobbit" + ], + [ + "Lord of the Rings'", + "over and over", + "force of hobbit" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_770", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + "", + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. The phrase \"take a trip\" means to spend time traveling to a different place but a \"trip\" is also a term for being on hallucinogenic drugs, which hippies were known for." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "HIPPIES", + "die", + "take a trip" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1156", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "Reception has different meanings. Reception can mean ceremony. So, in this case, reception means wedding ceremony. Reception can refer to the receiving of broadcast signals. A television needs to receive broadcast signals in order to work. The joke is centered on the word \"reception\" and its different meanings.", + "Reception means both the party of the wedding and how well the TV signal is", + "", + "This is a play on words. A wedding \"reception\" is a party held after a marriage ceremony but \"reception\" is also the receiving of a television or radio broadcast." + ], + "Joke keywords": [ + [ + "" + ], + [ + "TV repairman", + "married", + "reception" + ], + [ + "TV repairman" + ], + [ + "" + ], + [ + "TV repairman", + "reception", + "excellent" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1652", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "A good idea on paper is a colloquialism for an idea that is plausible in theory but might not be in reality. A pen writes on paper.", + "A \"good idea on paper\" means that the idea sounded good, but when tested in real life, it was not as good as once thought. Pens are writing tools that excrete ink and are used on paper. The joke is centered on the phrase \"on paper\". ", + "The joke means that the erabable ink was erased off the paper", + "pens are usually permament unless its the eraseable ones ", + "This is a play on words. A \"good idea on paper\" means something seems like a good idea but may not actually be a good idea in reality. However, here a good idea \"on paper\" refers to how pens are meant to write on paper." + ], + "Joke keywords": [ + [ + "erasable pen", + "good idea on paper" + ], + [ + "erasable pens", + "idea on paper" + ], + [ + "erasable pens" + ], + [ + "erasable", + "pens", + "paper" + ], + [ + "Erasable pens", + "good idea on paper" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_403", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Sylvester Stallone is an actor/director best known for the Rocky film series. A rocky start is a way to say that something didn't begin well.", + "Rocky is a film series starring the actor Sylvester Stallone. A \"rocky start\" means problematic start. The joke is centered on the word \"rocky\" because it references the film series Sylvester Stallone was in, and it means problematic.", + "Sylvester Stallone's most popular film is Rocky. A rocky start means it didn't go smoothly", + "Sylvester Stallone starred in the movie rocky ", + "This is a play on words. A \"rocky\" start means something that didn't begin well but \"Rocky\" is also a famous film starring Sylvester Stallone." + ], + "Joke keywords": [ + [ + "Sylvester Stallone", + "rocky start" + ], + [ + "Sylvester Stallone", + "Film Festival", + "rocky start" + ], + [ + "Sylvester Stallone", + "rocky" + ], + [ + "Sylvester Stallone", + "rocky" + ], + [ + "Sylvester Stallone Film Festival", + "rocky start" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2011", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "A nail is a metal fastener that is driven into wood by being hit with a hammer. Nailed it is an expression that means a succssful completion of a task.", + "\"Nailed it\" means to have successfully completed something. A hammer is a tool used to push nails into an object such as a piece of wood. Nails are short, thin pieces of metal with a sharp end that are used to keep structures together. If something is \"nailed\" it means that something has had a nail driven into or through it. The joke is centered on the word \"nailed\" and its different meanings.", + "Nailed it is a common phrase saying to do something correctly. Hammers are toold used to hit nails", + "hammers are used to nail things ", + "This is a play on words. To \"nail it\" means to do very well at something but \"nail\" also means to hammer a nail into something." + ], + "Joke keywords": [ + [ + "hammer", + "nailed it" + ], + [ + "hammer", + "nailed it" + ], + [ + "hammer" + ], + [ + "hammer", + "nailed" + ], + [ + "hammer", + "nailed it" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1198", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "", + "To be \"put on hold\" means to be forced to wait. A wrestling hold is a type of move used to immobilize another person into submission. The joke is playing on the word \"hold\" and its different meanings.", + "", + "in wrestling the wrestlers put people in holds", + "This is a play on words. To be \"put on hold\" means waiting to be connected while making a phone call but a \"hold\" in wrestling is a move to immobilize one's opponent." + ], + "Joke keywords": [ + [ + "" + ], + [ + "wrestlers", + "put on hold" + ], + [ + "" + ], + [ + "wrestlers", + "hold" + ], + [ + "Wrestlers", + "put on hold" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1206", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Pecan is a variety of pie, and sounds like pecking, which is to eat in small bits.", + "Pecan is a type of nut. A pecan pie is a type of pie. \"Pecan\" kind of sounds like \"pecking\". When a human being is \"pecking\" at something, it means they're nibbling on something. This joke is playing on the \"pecan\" because it sounds similar to \"pecking\" and how it refer to eating pie. ", + "Pecan, a type of pie, is used to replace \"peeking\"", + "pecan pie is a type of pie ", + "This is a play on words. The word \"pecking\" means nibbling or taking small bites but \"pecking\" sounds like \"pecan\" which is a type of nut which is also a common type of pie." + ], + "Joke keywords": [ + [ + "eat", + "pie", + "pecan" + ], + [ + "pie", + "pecan at it" + ], + [ + "pie" + ], + [ + "pie", + "pecan" + ], + [ + "pie", + "pecan at it" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1594", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "An environmentalist is someone that takes action to care for, and preserve the Earth. Recycling is the process of converting waste into reusable material. Recycling is a common practice among environmentalists. The prefix \"re\" means \"again\". It indicates repetition. So \"recycling\" could be understood as \"re-cycling\" or \"cycling again\". In biking, cycling means to ride a bike. That part of the joke references the 20 miles the environmentalist rode in the morning, and the 20 miles he rode in the evening. This joke is playing on the word \"recycling\". ", + "By cycling back the same route, the environmentalist is \"re-cycling\"", + "people who are envioronmentalist loves the world to be clean and recycling helps the earth ", + "This is a play on words. The word \"recycling\" means converting waste into reusable material but here \"re-cycling\" refers to cycling or biking the same route a person previously traveled." + ], + "Joke keywords": [ + [ + "" + ], + [ + "environmentalist", + "bike", + "recycling" + ], + [ + "environmentalist", + "recycling" + ], + [ + "enviornmnetalist", + "bike", + "rode", + "recycling" + ], + [ + "environmentalist", + "bike", + "recycling" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1286", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Sheikh is a homophone of chic. A sheikh is an Arab leader. \"Chic\" clothing refers to clothing that is stylish. Opulence means a lot of wealth, so the joke is saying the Arab is wealthy and we can tell by his chic clothing. The joke is playing on the word \"chic\" in \"chic clothing\" because it sounds like \"sheikh\". ", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Arab", + "opulence", + "chic clothing" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_317", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "In the joke, the speaker is referring to dressing, the topping put on a salad, by making it sound like dressing, to put clothes on", + "", + "This is a play on words. The word \"dressing\" is a sauce for salad but \"dressing\" also refers to articles of clothing." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "waiter", + "dressing" + ], + [ + "" + ], + [ + "salad", + "naked", + "no dressing" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_177", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Granite is a type of rock, granite sounds like granted. Taken for granted is an expression meaning to value too lightly.", + "\"For granite\" sounds like \"for granted\". To take something for granted means to fail to appreciate something. A rock is a hard, naturally occurring mass made up of mineral material. Granite is a type of igneous rock. This joke is playing on the term \"for granite\" because it sounds like \"for granted\". ", + "Granite (sounding like granted) is a type of rock", + "granite is a type of rock ", + "This is a play on words. Taking something \"for granted\" means to assume something is true but \"granted\" sounds like \"granite\" which is a type of rock." + ], + "Joke keywords": [ + [ + "rock", + "granted" + ], + [ + "" + ], + [ + "rocks", + "granite" + ], + [ + "rocks", + "granite" + ], + [ + "rocks", + "for granite" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_324", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "If something is a fluke, then it means that it's unlikely. A fluke also refers to a part of a whale's tail. This joke is playing on the word \"fluke\" and its different meanings. ", + "A fluke, to mean a fake/mistake, is also a part of a whale's tail", + "", + "This is a play on words. The word \"fluke\" means an unlikely chance occurrence but \"flukes\" are also the two lobes of a whale's tail." + ], + "Joke keywords": [ + [ + "" + ], + [ + "whale", + "fluke" + ], + [ + "whale" + ], + [ + "" + ], + [ + "whale", + "fluke" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_86", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "", + "It sounds like the person is discussing music recordings collected. A record is a circular, plastic disk that carries music. A record can also be less specific and refer to anything that explains a past event. A journal, for example, can be considered a record. This joke is playing on the word \"records\" as it pertains to music, but also memory storing.", + "A 45 is a type of record", + "artist thats sing makes records of there music ", + "This is a play on words. To keep \"records\" means to keep an account of something but a \"record\" is also a disc-shaped object that plays music when placed in a 45 record player." + ], + "Joke keywords": [ + [ + "" + ], + [ + "song", + "artist", + "records" + ], + [ + "record" + ], + [ + "song", + "records", + "artist" + ], + [ + "45", + "write down", + "keep records" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_109", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "\"Boring\" means something that is uninteresting. Boring can also mean to create a hole in something, especially with a revolving tool. A drill press creates holes. This joke is playing on the word \"boring\" and its different meanings.", + "Drills bore into things", + "", + "This is a play on words. The word \"boring\" means uninteresting or tedious but to \"bore\" means to pierce with a tool like a drill." + ], + "Joke keywords": [ + [ + "" + ], + [ + "drill press", + "boring job" + ], + [ + "drill press", + "job" + ], + [ + "" + ], + [ + "drill press", + "boring job" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1507", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "In order for horses to pull a carriage, they must be fastened, or hitched, to it first. The phrase without a hitch is an expression for a task being done easily.", + "When something goes \"without a hitch\" it means something happened without a problem. When horses get hitched, it means they get tied to a wagon. A carriage and a wagon are similar, they are both vehicles that carry something to move it from one place to another. A carriage will typically carry people, while a wagon carries people or things. The joke is playing on the word hitch and its different meanings. ", + "\"Without a hitch\" means without any issue. A hitch is a part of a horse drawn carriage", + "", + "This is a play on words. To \"go off without a hitch\" means to happen as planned but \"hitch\" also means to fasten with a rope or strap, as one would when securing a horse to a carriage." + ], + "Joke keywords": [ + [ + "horses", + "carriage", + "hitch" + ], + [ + "horses", + "carriage", + "without a hitch" + ], + [ + "horses", + "carriage" + ], + [ + "" + ], + [ + "horses", + "carriage}without a hitch" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1575", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_559", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "A roentgenologist is someone who uses x-rays", + "", + "This is a play on words. The word \"Ray\" is a common first name but \"ray\" also refers to x-rays which is what roentgenologists study." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "roentgenologist" + ], + [ + "" + ], + [ + "name", + "Ray", + "roentgenologist" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1497", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1656", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Sine, a mathematical function used in trigonometry, sounds like sign, a notice with a direction or command.", + "\"Sine\" is a homophone of \"sign\". In mathematics, sine refers to a trigonometirc function that shows the relationship between two sides in a right triangle. A sign is a signal that gives information to a person. After prayer, people look \"for a sign\" for guidance on the prayer just made. This joke is playing on the word \"sine\" and its homophone \"sign\". ", + "Sine (instead of sign) is a term used in trigonometry", + "In mathematics, sine and cosine are trigonometric functions of an angle.", + "This is a play on words. A \"sign\" from above means an indication of what someone might do, often coming from a higher power. However, \"sign\" sounds like \"sine\" which is a mathematical functional used in trigonometry." + ], + "Joke keywords": [ + [ + "trigonometry", + "sine" + ], + [ + "prayed", + "trigonometry", + "sine from above" + ], + [ + "trigonometry" + ], + [ + "trigonometry", + "sine" + ], + [ + "prayed", + "trigonometry", + "sine from above" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_833", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "", + "Clockmakers are people that make clocks, which are instruments that tell time. A clock can sometimes make the sound \"cuckoo\" to alert people what the time is. To say someone is \"cuckoo\" is to imply that they are menally unsound. This joke is centered around the word \"cuckoo\" and its different meanings. ", + "", + "cuckoo is a noise a clock make ", + "This is a play on words. The word \"cuckoo\" menas crazy but a \"cuckoo\" clock is a common type of clock." + ], + "Joke keywords": [ + [ + "" + ], + [ + "clockmakers", + "cuckoo" + ], + [ + "" + ], + [ + "clockmakers", + "cuckoo" + ], + [ + "clockmakers", + "normal", + "cuckoo" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_513", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a pun on edam being a type of cheese and edam sounds like the \"Adam\" in the phrase \"I don't know him from Adam\".", + "This is a play on words. The phrase \"don't know him from Adam\" is used when someone doesn't know a person. However, \"Adam\" sounds like \"edam\" which is a type of cheese." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "stranger", + "cheese", + "don' t know him from Edam" + ], + [ + "cheese industry", + "know him from Edam" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_2102", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 2, + 3 + ], + "Natural language explanation": [ + "denominations can mean branches of christianity or it can mean types of currency ", + "This is a pun on 'denominations' which when referenced at church usually means a group or branch of any religion, but it's being used here because it can also mean the face value of a banknote or coinwhich can refer to when the collection baskets at church", + "The joke is a pun. 'Denominations' could mean any type of person that enters the church, or it could mean donations given to the church, which is why ten and twenty dollar bills are mentioned.", + "This is a pun on denominations being either subgroups of a religion or currency amounts.", + "This is a play on words. The word \"denomination\" refers to a branch of the Christian church but \"denomination\" also means an amount of currency, like ten or twenty." + ], + "Joke keywords": [ + [ + "church", + "denominations" + ], + [ + "church", + "denominations", + "tens", + "twenties" + ], + [ + "church", + "welcomed", + "all denominations", + "preferred tens", + "twenties" + ], + [ + "church", + "denominations", + "tens and twenties" + ], + [ + "church", + "denominations", + "tens and twenties" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_1765", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'value discount' which means a highly discounted item, but 'valium' is used in it's place because it sounds similar and because it's something a Hospital would order/ need", + "", + "", + "This is a play on words. The word \"value\" means a good deal but sounds like \"valium\" which is a drug used as a painkiller in hospitals." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Hospitals", + "bulk", + "valium" + ], + [ + "" + ], + [ + "" + ], + [ + "Hospitals", + "valium discount" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_746", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_886", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 2, + 2 + ], + "Natural language explanation": [ + "working out can mean exercising or it can mean how things are going", + "This is a pun on 'wasn't working out' which in this contet means that a particular situation is not proceding as either planned or as expected, but it's also being used because personal trainers help you work out as in exercise", + "The joke is a play on words. To say 'it wasn't working out' implies that something didn't mesh well or it wasn't appropriate or wanted. 'Working out' however is a phrase that means exercising, typically in a gym or outside. A personal trainer may typically work at a gym.", + "This is a pun on the phrase \"working out\". Personal Trainers coach people on working out.", + "This is a play on words. The phrase \"working out\" refers to whether something was successful but \"working out\" also means exercising at a gym." + ], + "Joke keywords": [ + [ + "personal trainer", + "working out" + ], + [ + "trainer", + "quit", + "working out" + ], + [ + "personal trainer", + "quit", + "job", + "wasn' t working out" + ], + [ + "personal trainer", + "working out" + ], + [ + "personal trainer", + "quit", + "wasn't working out" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_1133", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "gesture sounds like jester ", + "This is a pun on 'court jester' which was a fool or joker was a member of the household of a nobleman or a monarch employed to entertain guests during the medieval and Renaissance eras, but 'gesture' is used in it's place because it sounds similar and because 'gestures' is a form of non-verbal communication or non-vocal communication in which visible bodily actions communicate particular messages, in this case shrugging ", + "The joke is a pun. 'Gesture' means a movement of part of the body, especially a hand or the head, to express an idea or meaning. Gesture sounds similar to 'jester' which is an entertainer or clown of sorts from medieval times. One might typically call them the 'court jester'.", + "This is a pun on how shrugging is a type of gesture, gesture sounds like jester, and a court jester's job is to make jokes and be funny.", + "This is a play on words. A court \"jester\" is a joker or fool at a medieval court but a \"gesture\" is a movement of part of the body, like a shrug." + ], + "Joke keywords": [ + [ + "fool", + "court gesture" + ], + [ + "shrugged", + "court", + "gesture" + ], + [ + "King", + "asked", + "fool", + "for", + "joke", + "shrugged", + "court gesture" + ], + [ + "King", + "fool", + "joke", + "shrugged", + "court gesture" + ], + [ + "foll", + "shrugged", + "court gesture" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_223", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'foul rash' which in this context means an area of irritated or swollen skin. However the word 'foul' can mean wicked or immoral, but the alternate spelling of 'fowl' means birds collectively", + "The joke is a pun. Bird animals like chickens are sometimes referred to as 'fowl'. 'Foul' can also mean 'gross' or 'disgusting'.", + "This is a pun on the word \"foul\" which sounds like \"fowl\". A chicken is a type of fowl.", + "This is a play on words. The word \"foul\" means offensive to the senses but \"fowl\" is a type of bird that includes chickens." + ], + "Joke keywords": [ + [ + "" + ], + [ + "chickens", + "foul", + "rash" + ], + [ + "Chickens", + "foul", + "rash" + ], + [ + "Chickens", + "foul" + ], + [ + "Chickens", + "foul rash" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_923", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'issues' which means personal problems or difficulties, but it's also being used because 'issue' can also mean each of a regular series of publications, like that of Time magazine", + "The joke is a pun. 'Issues' can mean problems, but it can also mean a monthly publication of a magazine like Time magazine.", + "", + "This is a play on words. Somenoe having \"issues\" means they have problems that make them unhappy or difficult to deal with but an \"issue\" is also a published version of a periodical, like a magazine." + ], + "Joke keywords": [ + [ + "" + ], + [ + "issues", + "Time", + "magazine" + ], + [ + "more", + "issues", + "than", + "Time magazine" + ], + [ + "" + ], + [ + "more issues than", + "Time magazine" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1060", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 2, + 3 + ], + "Natural language explanation": [ + "sentence can mean a prison sentence or it can mean an english sentence ", + "This is a pun on 'sentence' which is a set of words that is complete in itself, typically containing a subject and predicate, conveying a statement, question, exclamation, or command, and consisting of a main clause and sometimes one or more subordinate clauses. But in the context of judge's, 'sentence' can also mean the punishment assigned to a defendant found guilty by a court, or fixed by law for a particular offense.", + "The joke is a pun. 'Sentence' can refer to the amount of time a person is put in jail or on probation for by a judge. 'Sentence' also refers to a group of words separated by punctuation such as a period.", + "This is a pun on how judges give prison sentences and if you love the sound of your voice you will talk in long sentences.", + "This is a play on words. The term \"sentence\" means court ordered punishment after conviction of a crime but a \"sentence\" is a set or written or spoken words that conveys a complete thought. The joke here is that a judge who likes hearing the sound of their own voice would speak in long sentences. " + ], + "Joke keywords": [ + [ + "judge", + "sentence" + ], + [ + "judge", + "voice", + "long sentence" + ], + [ + "judge", + "loves", + "sound of", + "own voice", + "expect", + "long", + "sentence" + ], + [ + "" + ], + [ + "judge", + "loves", + "voice", + "long sentence" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1046", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_45", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "era sounds like ear ", + "This is a pun on the phrase \"goes in one ear and out the other\" which means that someone pays no attention to to what was said, or forgets about it immediately. In this case 'era' is used in it's place because it sounds similar and because fashion comes and goes with each era of time", + "The joke is a play on words. An 'era' is a long and distinct period of history with a particular feature or characteristic. 'Era' sounds like 'ear' which would have made the phrase 'in one ear, out the other', and generally means ignored. In terms of fashion, an era of a fashion trend would mean it is currently 'in' or popular for one style, but once the era ends that style would be 'out' or unpopular in comparison to other modern styles.", + "This is a pun on the word \"era\". \"Era\" sounds kind of like the \"ear\" in the saying \"in one ear and out the other\". Fashion trends come and go over eras.", + "This is a play on words. The phrase \"in one ear and out the other\" means someone pays no attention to something or forgets about it immediately. However, \"ear\" sounds like \"era\" which means a period of time. The joke is that fashion is \"in\" or popular during one \"era\" or time period, but in the next era that fashion is \"out\" or no longer popular." + ], + "Joke keywords": [ + [ + "Fashion", + "era" + ], + [ + "fashion", + "goes", + "era" + ], + [ + "Fashion", + "in one era and out the other" + ], + [ + "Fashion", + "era" + ], + [ + "Fashion", + "in one era and out the other" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_677", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a pun on \"irrational\". When you ration bacon, you slice it up and give a fixed amount for each serving. Having the word \"ration\" in \"irrational\" makes the word sound like it means not rationed or being anti-ration.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "fear of sliced bacon", + "irrational" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1570", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'recovered' which means to return to a normal state of health, mind, or strength, like you'd want to recover after falling into a machine. But it's also being used because upholstry is the work of providing furniture, especially seats, with padding, springs, webbing, and fabric or leather covers. So in this case the speaker was covered in fabric", + "The joke is a pun. Upholstery is furniture such as couches that have a material covering them. An upholstery machine may remake the covering of a piece of furniture, or 're-cover' it. When referring to a person's health getting better after an illness or injury, one might say they 'recovered'.", + "This is a pun on the \"cover\" in \"recovered\" and how upholstery is material that covers furniture.", + "This is a play on words. The word \"recovered\" means returned to a normal state of health but here \"re-cover\" mean that the subject of the joke got covered in fabric from the upholstery machine." + ], + "Joke keywords": [ + [ + "" + ], + [ + "upholstery", + "fully", + "recovered" + ], + [ + "man", + "fell into", + "upholstery", + "machine", + "fully", + "recovered" + ], + [ + "fell into an upholstery machine", + "recovered" + ], + [ + "fell", + "upholstery machine", + "recovered" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_570", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "shrink can mean a psychiatrist or it can mean to shrink in size ", + "This is a pun on 'shrink' which means to move back or away, especially because of fear or disgust, but it's also being used because 'shrink' is also another term for psychiatrists", + "The joke is a pun. Another word for psychiatrist is 'shrink'. 'Shrink' can also mean to get smaller, so I suppose instead of dying they become incredibly small or something.", + "This is a pun on shrink being another word for psychiatrist.", + "This is a play on words. The phrase \"shrink away\" means to draw back in fear but a \"shrink\" is also slang for a psychiatrist." + ], + "Joke keywords": [ + [ + "PSYCHIATRISTS", + "shrink" + ], + [ + "Psychiatrists", + "die", + "shrink" + ], + [ + "PSYCHIATRISTS", + "die", + "shrink away" + ], + [ + "PSYCHIATRISTS", + "die", + "shrink away" + ], + [ + "PSYCHIATRISTS", + "die", + "shrink away" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_764", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "remoras sounds like remorse ", + "This is a pun on 'remorse' which is deep regret or guilt for a wrong committed, but 'remoras' is used in it's place because it sounds similar and because 'remoras' is a pelagic marine fish belonging to family Echeneidae", + "The joke is a play on words. 'Remoras' are a type of fish that attaches to other fish to eat external parasites. 'Remoras' sounds like 'remorse' which is a deep regret or guilt for a wrong committed.", + "This is a pun on how remoras are a type of fish that attach themselves to sharks and how remoras sounds kind of like remorse.", + "This is a play on words. The word \"remorse\" means but \"remoras\" is a marine fish that attaches itself to another fish or shark." + ], + "Joke keywords": [ + [ + "shark", + "remoras" + ], + [ + "guilt", + "shark", + "remoras" + ], + [ + "guilt - ridden", + "shark", + "feeling of", + "remoras" + ], + [ + "guilt - ridden shark", + "remoras" + ], + [ + "guilt - ridden shark", + "remoras" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_1368", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "", + "", + "The joke is a play on words. A 'phony' is another word for a fake or fraud. 'Phony' sounds like 'pony' which is the name of a young horse.", + "This is a pun. Because of their resemblance to horses, ponies look like phonies pretending to be horses. ", + "This is a play on words. The word \"phony\" means not genuine but a \"pony\" is a small horse." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "She thought it was a real horse, but it was a phony." + ], + [ + "real horse", + "phony" + ], + [ + "real horse", + "phony" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_1587", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "mourning sounds like morning ", + "This is a pun on 'mourning' which is the expression of deep sorrow for someone who has died which is related to the profession of Undertakers as they're a person whose business is preparing dead bodies for burial or cremation and making arrangements for funerals. 'Mouring' is also being used because it sounds exactly similar to 'morning' which is when you'd get up early", + "The joke is a pun. 'Mourning' and 'morning' sound the same. 'Mourning' is grief when losing a loved one. 'Morning' however is the early time of the day between sunrise and noon.", + "This is a pun on how undertakers work at funeral homes where people mourn the dead. Mourning sounds like morning.", + "This is a play on words. The word \"morning\" means the early part of the day but \"mourning\" means expression of sorrow for someone who died." + ], + "Joke keywords": [ + [ + "Undertakers", + "mourning" + ], + [ + "Undertakers", + "early", + "mourning" + ], + [ + "Undertakers", + "get up", + "early", + "mourning" + ], + [ + "Undertakers", + "get up early", + "mourning" + ], + [ + "Undertakers", + "get up", + "mourning" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_925", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "docked can mean to dock pay or it can mean where ships are mored ", + "This is a pun on 'get docked' which in this context means to deduct (something, especially an amount of money), like you'd get docked pay if you showed up late for work. But it's also being used because longshoremen work on docks in the harbour", + "", + "This is a pun on how longshoremen work on docks loading and unloading cargo from ships.", + "This is a play on words. The word \"docked\" refers to someone's pay being lessened by an employer as punishment but \"docked\" also means to bring a boat into a dock." + ], + "Joke keywords": [ + [ + "longshoremen", + "docked" + ], + [ + "longshoremen", + "late", + "docked" + ], + [ + "" + ], + [ + "longshoremen", + "late for work", + "docked" + ], + [ + "longshoremen", + "late for work", + "docked" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1069", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'on the double' which means at running speed; very fast, but it's also being used because tiwns are double", + "The joke is a play on words. 'On the double' is a phrase that generally means 'quickly' or 'right away'. 'Double' could also mean one's identical twin.", + "This is a pun on how twins come in twos.", + "This is a play on words. The phrase \"on the double\" means very fast but \"double\" means two similar things, in references to how twins are two people with the same birthday." + ], + "Joke keywords": [ + [ + "" + ], + [ + "calling", + "twins", + "double" + ], + [ + "calling", + "twins", + "on the double" + ], + [ + "twins", + "on the double" + ], + [ + "twins", + "on the double" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1730", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "listles can mean low energy or it can mean without a list ", + "This is a pun on 'listless' which means (of a person or their manner) lacking energy or enthusiasm, but it's also being used because when you itemize what you want at a grocery store, you're making a list ", + "The joke is a pun. 'Listless' means lacking energy or enthusiasm. The person forgot their list so they were also list-less, meaning does not have a list.", + "This is a pun. He didn't make a grocery list so he arrived at the store without a list. Hence he was literally listless. ", + "This is a play on words. The word \"listless\" lacking energy or enthusiasm but a \"list\" is also a list of items to buy." + ], + "Joke keywords": [ + [ + "itemize", + "listless" + ], + [ + "itemize", + "grocery", + "listless" + ], + [ + "forgot", + "itemize", + "grocery store", + "felt", + "listless" + ], + [ + "forgot to itemize", + "grocery store", + "listless" + ], + [ + "itemize", + "grocery store", + "listless" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_1329", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'pick of the litter' which is the best one of a group. However, 'pique' is used in it's place because it sounds similar and because 'pique' means a feeling of irritation or resentment resulting from a slight, especially to one's pride, like what you'd feel if you gotten into an argument", + "The joke is a pun. The saying 'pick of the litter' means the best one of a group. 'Pick' was replaced with 'pique' which means a feeling of irritation or resentment resulting from a slight, especially to one's pride.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Argument", + "puppy", + "pique", + "litter" + ], + [ + "argument", + "puppy selection", + "pique of the litter" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1890", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_958", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 4, + 1, + 2 + ], + "Natural language explanation": [ + "gneiss sounds like nice ", + "This is a pun on 'gneiss' which is being used because it is a common and widely distributed type of metamorphic rock, but also sounds exactly similar to 'nice' which is what it's try to say in the context", + "The joke is a pun. 'Gneiss' is the name of another type of metamorphic rock. 'Gneiss' sounds like 'nice', so in a sentence it sounds like the geologist is complimented the craftsmanship of the sculpture, but they're actually saying it's a different type of rock.", + "This is a pun on how gneiss is a rock that's often referred to as granite even though they're different and gneiss sounds like nice.", + "This is a play on words. The word \"gneiss\" is a type of rock similar to granite but sounds like \"neat\" meaning really cool." + ], + "Joke keywords": [ + [ + "granite", + "gneiss" + ], + [ + "granite", + "geologist", + "gneiss" + ], + [ + "uniquely sculptured", + "granite", + "geologist", + "remarked", + "that' s really gneiss" + ], + [ + "so - called granite", + "gneiss" + ], + [ + "granite", + "really gneiss" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1182", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "fit in can mean to belong and fit can refer to fitting a shoe ", + "", + "The joke is a play on words. To 'fit in' could mean both to grow accustommed to a new environment and feel accepted. One could also try to 'fit in' some shoes to see if the size is correct.", + "This is a pun on the ideas of physically fitting into shoes and emotionally/psychologically \"fitting in\" at a company/in a role.", + "This is a play on words. The phrase \"fit in\" means to be compatible with a group but \"fit\" also refers to shoes fitting, or being the right size for a person's feet." + ], + "Joke keywords": [ + [ + "shoe store", + "fit" + ], + [ + "" + ], + [ + "working", + "shoe store", + "couldn' t", + "fit in" + ], + [ + "shoe store", + "fit in" + ], + [ + "shoe store", + "fit in" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1905", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "conviction can mean a frimly held opinion or it can mean finding someone guilty ", + "This is a pun on 'conviction' which in this context means the quality of showing that one is firmly convinced of what one believes or says, but it's also being used because 'conviction' can also mean a formal declaration that someone is guilty of a criminal offense, made by the verdict of a jury or the decision of a judge in a court of law.", + "The joke is a pun. To be 'convicted' of crime is to be found guilty of the crime. 'Conviction' is commonly used as 'a firmly held belief or opinion,' though the words are variations of the same word. A judge convicts someone because the evidence of the case has led them to have the firmly held belief of one's guilt.", + "This is a pun on how judges give out convictions during trial and how conviction means to believe in something.", + "This is a play on words. The word \"conviction\" means a firmly held belief or opinion but \"conviction\" is also the verdict in a court of law when a judge finds someone innocent or guilty." + ], + "Joke keywords": [ + [ + "guilty", + "conviction" + ], + [ + "guilty", + "judge", + "conviction" + ], + [ + "guilty", + "said", + "judge", + "with conviction" + ], + [ + "find you guilty", + "judge", + "conviction" + ], + [ + "guilty", + "judge", + "conviction" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_22", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. The word \"snorted\" means to make a sound with one's nose to express indignation but \"snort\" also means to inhale something through your nostrils, as one does with angel dust." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Angel dust", + "snorted" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_293", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "impression can mean how people read you or it can mean the impression from a stamp ", + "This is a pun on 'impression' which in this context means an idea, feeling, or opinion about something or someone, especially one formed without conscious thought or on the basis of little evidence, but it's also being used because 'impression' can also mean a mark impressed on a surface by something, like what you'd do with a rubber stamp", + "The joke is a pun. 'Impression' can be the physical mark of something pressing into something else. A 'first impression' is the general feelings someone has about a person they just met.", + "This is a pun on how rubber stamps make physical impressions on paper and you have to make a good impression, as in make the interviewer think highly of you, in order to get the job.", + "This is a play on words. To make a \"good impression\" means to give other people a favorable opinion of you but an \"impressed stamp\" is a stamp printed directly on a document." + ], + "Joke keywords": [ + [ + "stamp", + "impression" + ], + [ + "interview", + "stamp", + "impression" + ], + [ + "job interview", + "rubber stamp", + "company", + "make", + "good impression" + ], + [ + "job interview", + "rubber stamp company", + "good impression" + ], + [ + "job interview", + "stamp company", + "impression" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_600", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "seas sounds like seize ", + "This is a pun on the phrase 'seize the opportunity' which means take advantage of it and do something that you want to do, but 'seas' are used in it's place because it sounds similar to 'seize' and because sailors operate on the seas", + "The joke is a pun. 'Seas' sounds like 'seize'. The sea is another word for the ocean, and sieze means to aprehend, capture, or take something, and is commonly used in the phrases like 'sieze the day'.", + "This is a pun on sailors sailing the seas and how seas sounds like seize.", + "This is a play on words. The word \"seize\" means to embrace an opportunity but sounds like \"seas\" which is an expanse of salt water. " + ], + "Joke keywords": [ + [ + "Sailors", + "seas" + ], + [ + "sailors", + "seas", + "opportunities" + ], + [ + "Sailors", + "seas opportunities" + ], + [ + "Sailors", + "seas" + ], + [ + "Sailors", + "seas opportunities" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1045", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 3, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'net gain' which is income received from the sale of goods subtracted by how much money was spent on their acquisition and/or production, but it's also being used because you can use nets to catch fish", + "The joke is a pun. A 'net gain' means an overall gain after considering losses. The man likely found a net for catching fish, so he literally gained a net.", + "This is a pun on how net gain, which is the gain you get after accounting for losses (such as the income you earn minus taxes), has the word net in it and you catch fish with nets.", + "This is a play on words. A \"net gain\" means an increase in revenue but here \"net\" refers to how a net is used to catch fish." + ], + "Joke keywords": [ + [ + "" + ], + [ + "catch", + "fish", + "net" + ], + [ + "found", + "something", + "catch", + "fish", + "net gain" + ], + [ + "catch fish", + "net gain" + ], + [ + "catch fish", + "net gain" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_597", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'stable' which in this context means sane and sensible; not easily upset or disturbed, but it's also being used because 'stable' also is a building set apart and adapted for keeping horses.", + "The joke is a pun. On a farm or ranch, horses are usually kept in a structure called a stable. Being 'stable' can also mean being 'balanced' or 'calm'.", + "This is a pun on how horses live in stables.", + "This is a play on words. The word \"stable\" means sane and sensible but a \"stable\" is also a building where livestock and horses are kept." + ], + "Joke keywords": [ + [ + "" + ], + [ + "horse", + "stable", + "animal" + ], + [ + "horse", + "stable animal" + ], + [ + "horse", + "stable" + ], + [ + "horse", + "stable animal" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1023", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_820", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "tsary sounds like sorry ", + "", + "The joke is a pun. 'Tsary' is the word 'Tsar' changed to sound like 'sorry'. 'Tsar' was the title of the ruler of Russia before its revolution. Saying it was 'in a tsary state' makes it sound like it was in poor condition.", + "", + "This is a play on words. A \"sorry state\" means an unfortunate set of circumstances but \"sorry\" sounds like \"Tsary\" which references how a \"Tsar\" was the emporer of Russia before 1917, when the Russian Revolution occurred." + ], + "Joke keywords": [ + [ + "Russia", + "Tsary" + ], + [ + "" + ], + [ + "Russia", + "Tsary state" + ], + [ + "" + ], + [ + "Before", + "revolution", + "Russia", + "Tsary state" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_708", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'fruitless' which means failing to achieve the desired results; unproductive or useless, but it's also being used because since apples and oranges are fruits, if you went looking for oranges on an apple tree you'd end up fruit less", + "The joke is a pun. 'Fruitless' can mean both 'bearing no fruit' or 'without success'.", + "This is a pun on how you will leave without any fruit if you search an apple tree with the sole purpose of getting oranges. It is also fruitless in the sense that you don't get any benefit from it.", + "This is play on words. The word \"fruitless\" means failing to reach the desired result but \"fruitless\" also means without fruit, since the orange fruit cannot be found on apple trees." + ], + "Joke keywords": [ + [ + "" + ], + [ + "oranges", + "apple tree", + "fruitless" + ], + [ + "oranges", + "apple tree", + "fruitless", + "search" + ], + [ + "looking for oranges", + "apple tree", + "fruitless" + ], + [ + "oranges on an apple tree", + "fruitless search" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_1444", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "reel sounds like real ", + "This is a pun on 'real tired' which simply means to be very tired, but 'reel' is used in it's place because it sounds exactly similar and because it is also a cylinder on which film, wire, thread, or other flexible materials can be wound, like that of a fishing rod", + "The joke is a pun. 'Reel' is the word for a fishing line holder on a fishing rod. 'Real' can be referring to reality or simply mean 'very'.", + "This is a pun on how fishermen reel in fish and reel sounds like real.", + "This is a play on words. The phrase \"real tired\" means very tired but \"real\" sounds like \"reel\" which is a device attached to a fishing rod." + ], + "Joke keywords": [ + [ + "FISHERMEN", + "reel" + ], + [ + "fishermen", + "die", + "reel" + ], + [ + "FISHERMEN", + "die", + "reel tired" + ], + [ + "FISHERMEN", + "die", + "reel tired" + ], + [ + "FISHERMEN", + "die", + "reel tired" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_196", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "comet sounds like comment ", + "This is a pun on the phrase 'no comment' which is usually said by politicians when they wish to not comment on a cetain topic, but 'comet' is used in it's place because it sounds similar and because comets are a celestial object consisting of a nucleus of ice and dust and, when near the sun, a tail of gas and dust particles pointing away from the sun, which is something that astronomers study", + "The joke is a play on words. 'No comet' sounds similar to 'no comment' which politicians would usually say before they have discussed with a team how to address the issue publicly. A comet is a celestial object consisting of a nucleus of ice and dust and, when near the sun, a tail of gas and dust particles pointing away from the sun.", + "This is a pun on how some astronomers study comets and \"no comet\" sounds like \"no comment\".", + "This is a play on words. The phrase \"no comment\" is used when a politician refuses to answer a question in an interview. However,\"comment\" sounds like \"comet\" meaning a celestial object that appears in space." + ], + "Joke keywords": [ + [ + "astronomer", + "comet" + ], + [ + "politician", + "astronomer", + "no comet" + ], + [ + "politician", + "astronomer", + "saying", + "' no comet'" + ], + [ + "politician", + "astronomer", + "no comet" + ], + [ + "politician", + "astronomer", + "no comet" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_721", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "liter sounds like leader ", + "This is a pun on the phrase 'take me to your leader' which is used in pop culture whenever alien lifeforms wish to speak with leaders of earth, but 'liter' is used here because it sounds similar and because 'liter' is a common liquid measurment form that soft drinks come in ", + "The joke is a play on words. 'Take me to your leader' is a trope line that aliens may say in film, but the word leader was replaced with 'liter' which may refer to the volume of a soda bottle.", + "This is a pun on how liters are a unit of measurement for liquids such as soft drinks and liter sounds like leader.", + "This is a play on words. The phrase \"take me to your leader\" is a catchphrase spoken in science fiction by aliens who just landed on earth. However, \"leader\" sounds like \"liter\" which is a unit of volume that soda is commonly sold in." + ], + "Joke keywords": [ + [ + "soft drink", + "liter" + ], + [ + "alien", + "soft drink", + "liter" + ], + [ + "alien", + "soft drink company", + "said", + "take me to your liter" + ], + [ + "alien landed at a soft drink company", + "liter" + ], + [ + "alien", + "soft drink", + "take me to your liter" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_89", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_887", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a pun on how assented kind of sounds like \"sent it\" and Tom sent a cheque in the post.", + "This is a play on words. The word \"assent\" means an expression of approval or aggreement but \"sent\" means an item is in the mail or being delivered." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "cheque", + "post", + "assented" + ], + [ + "in the post", + "assented" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1016", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 2, + 2 + ], + "Natural language explanation": [ + "sentence can mean a prison sentence or it can mean an english sentence ", + "This is a pun on the phrase \"marks the end of his sentence\". Here it is taking the word 'sentence' literally in that a sentence does end with a period. But 'sentence' can also mean the punishment assigned to a defendant found guilty by a court, or fixed by law for a particular offense.", + "The joke is a pun. A period mark of punctuation marks the end of a sentence, however 'sentence' may be referring to the jail time of a prisoner. When a prisoner's sentence is over, they are released.", + "This is a pun on how a sentence is the period of time that a prisoner has to stay in prison before they are released.", + "This is a play on words. The word \"sentence\" means punishment ordered by a court of law but a \"sentence\" is also a set of written words punctuated by a period." + ], + "Joke keywords": [ + [ + "period", + "sentence" + ], + [ + "prisoner's", + "period", + "sentence" + ], + [ + "prisoner' s", + "favorite", + "punctuation mark", + "period", + "marks", + "end of", + "sentence" + ], + [ + "prisoner' s", + "period", + "end of his sentence" + ], + [ + "prisoner' s favorite", + "punctuation mark", + "period", + "end", + "sentence" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1193", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on the fact that 'rob', although a name, is another word for 'steal' which theives do", + "The joke is a pun. To 'rob' is to steal. The person's name is Rob and they have likely robbed someone because they are a thief.", + "This is a pun on how rob means to steal and theives steal.", + "This is a play on words. The word \"Rob\" is a common first name but \"rob\" also means to steal, as a thief would." + ], + "Joke keywords": [ + [ + "" + ], + [ + "name", + "Rob", + "theif" + ], + [ + "name", + "Rob", + "thief" + ], + [ + "Rob", + "thief" + ], + [ + "name", + "Rob", + "thief" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_325", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 3, + 2 + ], + "Natural language explanation": [ + "c sounds like sea ", + "This is a pun on 'lost at sea', but the letter 'c' is used in it's place because it sounds exactly similar, and if you were illiterate that's how you might spell 'sea'", + "The joke is a pun. Being illiterate means being unable to read, so the fisherman may have been stuck trying to read a word, and 'lost' at the letter c. 'Lost at c' sounds like the common phrase 'lost at sea' which means to be missing or have lost one's direction out in the open water.", + "This is a pun on how illiterate people can get stuck on a letter such as c while trying to read, and how c sounds like sea, a place where fishermen go and may get lost.", + "This is a play on words. The phrase \"lost at sea\" refers to a fisherman being lost in the ocean and unable to navigate. However, here \"lost at c\" refers to the sailor not knowing any letters of the alphabet after the letter \"c\" due to being illiterate." + ], + "Joke keywords": [ + [ + "illiterate", + "c" + ], + [ + "illiterate", + "fisherman", + "c" + ], + [ + "illiterate", + "fisherman", + "lost at c" + ], + [ + "illiterate fisherman", + "lost at c." + ], + [ + "illiterate fisherman", + "lost at c" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_179", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "focus can mean direction in life or it can mean how sharp an image is ", + "This is a pun on the phrase 'lose their focus' which in the literal sense means the photographers lost their center of interest or activity, but in a photography sense 'focus' means the state or quality of having or producing clear visual definition.", + "The joke is a pun. 'Focus' can refer to concentrating on a task, or it can refer to the 'focus' setting on a camera, which changes the range in the shot that will appear the clearest.", + "This is a pun on how photographers will adjust the focus of their camera while taking pictures.", + "This is a play on words. The phrase \"lose their focus\" means to become distracted but \"focus\" is also the process of adjusting the lens in photography." + ], + "Joke keywords": [ + [ + "PHOTOGRAPHERS", + "focus" + ], + [ + "photographers", + "die", + "focus" + ], + [ + "PHOTOGRAPHERS", + "die", + "lose their focus" + ], + [ + "PHOTOGRAPHERS", + "die", + "lose their focus" + ], + [ + "PHOTOGRAPHERS", + "die", + "lose their focus" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_1078", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "irrigation sounds like irritation ", + "This is a pun on 'irritation' which is the state of feeling annoyed, impatient, or slightly angry, but 'irrigation' is used in it's place because it sounds similar and it means the supply of water to land or crops to help growth, typically by means of channels, like what sprinkers do", + "The joke is a play on words. 'Irrigation' sounds like 'irritation', which would sound natural in the context of the sentence. 'Irrigation' is piping or channeling of water for keeping plants watered.", + "This is a pun on how sprinklers are used to irrigate plants or crops and irrigation sounds like irritation.", + "This is a play on words. The word \"irritation\" means being annoyed or angry. However, \"irritation\" sounds like \"irrigation\" which is the process of applying controlled amounts of water to land so crops can grow, as sprinklers do." + ], + "Joke keywords": [ + [ + "sprinkler", + "irrigation" + ], + [ + "sprinkler", + "constant", + "irrigation" + ], + [ + "neighbor' s", + "sprinkler", + "constant", + "irrigation" + ], + [ + "neighbor' s sprinkler", + "irrigation" + ], + [ + "sprinkler", + "irrigation to me" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_783", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "snickers can mean chuckles or it can mean the candy bar by that name ", + "This is a pun on 'snickers' which is a relatively inexpensive candy bar, but 'snicker' also is a half-suppressed, typically scornful laugh which is a type of laugh you might give someone if they got you cheap chocolate for your birthday", + "The joke is a pun. 'Snickers' is a name of a candy brand, but it is also the word for a half-suppressed, typically scornful laugh.", + "This is a pun on how snickers are a brand of chocolate bar and snickers also means to laugh.", + "This is a play on words. The word \"snicker\" means a scornful laugh but a \"snicker\" is also a brand of chocolate candy." + ], + "Joke keywords": [ + [ + "chocolates", + "snickers" + ], + [ + "3 dollar", + "chocolates", + "snickers" + ], + [ + "gave", + "girlfriend", + "3 dollar", + "chocolates", + "birthday", + "got nothing but", + "snickers" + ], + [ + "3 dollar box of chocolates", + "snickers" + ], + [ + "chocolates", + "birthday", + "nothing but snickers" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1761", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "This is a pun on how some piano players play in bars and a bar is a segment of a musical piece.", + "This is a play on words. A \"bar\" is a drinking establishment where musicians or performers sometimes play. However, a \"bar\" is also a segment of time corresponding to a specific number of beats in music." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Piano players", + "bar" + ], + [ + "Piano players", + "bar" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_462", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "The joke is a play on words. 'Replied' means to respond, but the word sounds like 're-plied' as in plying or pasting something together again.", + "This is a pun on how the word replied sounds like when you reattach plies of wood with glue.", + "This is a play on words. The word \"replied\" means to speak in response to something but \"plywood\" is also a type of wood board." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "glue", + "back together", + "replied" + ], + [ + "glue the sheets of wood back together", + "replied" + ], + [ + "sheets of wood", + "replied" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_718", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 3, + 3 + ], + "Natural language explanation": [ + "irony sounds like iron ", + "This is a pun on 'iron deficiency' which is when your body doesn't produce enough iron, but 'irony' is used in it's place because it sounds similar and it means the expression of one's meaning by using language that normally signifies the opposite, typically for humorous or emphatic effect. In this case, the irony is that this joke is a pun", + "The joke is a play on words. 'Irony deficiency' sounds like 'iron deficiency' which is a medical condition one may have. 'Irony' is a type of humor with the expression of one's meaning by using language that normally signifies the opposite, typically for humorous or emphatic effect.", + "This is a pun on how irony has the word iron in it and iron is an important mineral for your health. ", + "This is a play on words. An \"iron deficiency\" is a health problem due to not enough iron in someone's diet. However, \"iron\" sounds like \"irony\" which is a literary rhetorical device sometimes used in puns." + ], + "Joke keywords": [ + [ + "puns", + "irony" + ], + [ + "health", + "puns", + "irony" + ], + [ + "don' t find", + "health - related puns", + "funny", + "since", + "irony deficiency" + ], + [ + "health - related puns funny", + "irony deficiency" + ], + [ + "health - related puns", + "irony deficiency" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_621", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "shucks sounds like sucks ", + "", + "The joke is a pun. 'Shucks' sounds like 'sucks'. A shuck is an outer covering such as a husk or pod, especially the husk of an ear of corn. To say something 'sucks' generally means it is bad.", + "", + "This is a play on words. The word \"sucks\" means something is very bad or disagreeable. However, \"sucks\" sounds like \"shucks\" which means the outer covering of an ear of corn." + ], + "Joke keywords": [ + [ + "corn", + "shucks" + ], + [ + "" + ], + [ + "waiter", + "out of", + "corn", + "said", + "That really shucks" + ], + [ + "" + ], + [ + "out of corn", + "shucks" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "het_1360", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_684", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'joe' which is a name, but it's also a way to refer to coffee products, which espresso is ", + "The joke is a pun. 'Joe' is another word for coffee, but it is also a common name.", + "This is a pun on how a cup of coffee is sometimes referred to as a cup of joe.", + "This is a play on words. The word \"Joe\" is a common first name but \"joe\" is also another term for coffee." + ], + "Joke keywords": [ + [ + "" + ], + [ + "name", + "joe", + "espresso" + ], + [ + "name", + "Joe", + "espresso vender" + ], + [ + "Joe", + "espresso vender" + ], + [ + "name", + "Joe", + "espresso vendor" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 9, + 1 + ] + }, + { + "ID": "hom_1565", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "A guitarist is someone that plays the guitar. A guitar is an instrument with strings. If something is wrong with a guitar string, say it's broken, then the broken string need to be unstrung and replaced with one that is functional. If someone is unstrung, they are upset or weak. The joke is saying that guitarists don't die, they just become upset, or weak. The joke is playing on the different definitions of \"unstrung\". ", + "", + "guitars have strings ", + "This is a play on words. To \"become unstrung\" means for a person to become unhinged but \"unstrung\" also refers to the process of stringing, or placing strings on, a guitar." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old guitarists", + "never die", + "unstrung" + ], + [ + "" + ], + [ + "guitarist", + "unstrung" + ], + [ + "GUITARISTS", + "die", + "become unstrung" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1877", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "ERA is being used to mean both a large span of time and as the baseball statistic Earned Run Average.", + "In baseball, an E.R.A. stands for \"earned run average\" which is the number of earned runs a pitcher allows per nine innings. An era describes a period of history with a particular characteristc. The joke is on the word \"era\" because it also could serve as an acronym for \"earned run average\". ", + "ERA in baseball is an earned run average, but when ERA is spoken like a word, it's an era", + "", + "This is a play on words. The word \"era\" refers to a period in time but an ERA is a baseball statistic referring to the number of runs a pitcher allows in nine innings. " + ], + "Joke keywords": [ + [ + "baseball pitcher", + "ERA" + ], + [ + "baseball", + "pitcher", + "ERA" + ], + [ + "baseball", + "retirement" + ], + [ + "" + ], + [ + "baseball pitcher' s retirement", + "end", + "ERA" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_72", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "A faculty can mean a group of university departments, with faculties being the plural. Faculties refers to mental aptitude. Academicians refer to people that are intellectuals. To lose one's faculties is to lose mental capability. ", + "", + "schools have faculties who work there ", + "This is a play on words. To \"lose one's faculties\" means to lose one's mental or physical abilities but \"faculties\" are also groups of university departments." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old academicians", + "never die", + "faculties" + ], + [ + "" + ], + [ + "academicians", + "faculties" + ], + [ + "ACADEMICIANS", + "die", + "lose their faculties" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1140", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "Fault is being used to mean both responsibilty for a mistake and a fracture in a rock formation.", + "A fault is a fracture in a piece of rock. A fissure is a crack or a split in something. Geologists are people that study rocks. \"It's not my fault\" means \"I am not responsible\", and this references the crack in the cliff face. This joke is playing on the word \"fault\" and its different meanings.", + "Fault, meaning to be in the wrong, is also a geological term", + "", + "This is a play on words. The word \"fault\" means that someone's taken the blame for something but a \"fault\" is also a rock fracture in geology." + ], + "Joke keywords": [ + [ + "geologists", + "fissure", + "cliff", + "fault" + ], + [ + "geologists", + "fissure", + "fault" + ], + [ + "geologists" + ], + [ + "" + ], + [ + "geologists", + "cliff", + "not my fault" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_798", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1819", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 5 + ], + "Natural language explanation": [ + "Cheesy is being used to mean both low quality and containing cheese, which quesadillas are filled with.", + "If something is cheesy, it can mean that it contains a lot of cheese. If something is cheesy, it can mean that it's cheap, or unpleasant. A quesadilla is a tortilla filled with cheese that is heated. This joke is playing on the word cheesy and its different meanings. ", + "Quesadillas are a food filled with cheese. To be cheesy also means lame", + "it's a joke about a joke that uses puns to make it the punch line", + "This is a play on words. For a pun to be \"cheesy\" means it is cheap or unoriginal but \"cheesy\" also means food like a quesadilla covered in cheese." + ], + "Joke keywords": [ + [ + "cheesy", + "quesadillas" + ], + [ + "cheesy", + "quesadillas" + ], + [ + "cheesy", + "quesadillas" + ], + [ + "cheesy", + "pun", + "quesadillas" + ], + [ + "cheesy pun", + "quesadillas" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_106", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "A flier is a paper advertisement. A flier can also mean someone who flies, or steers aircrafts. Wilbur Wright is an aviation pioneer who is credited with building the first motor-operated airplane. The joke is playing on the word \"flier\" and its different meanings. ", + "The Wright brothers are recognized as inventors of the airplane. Flier refers to a paper notice as well as someone flying", + "", + "This is a play on words. The word \"flier\" means a paper advertisement. However, a \"flier\" also means someone who flies in the air, as Wilbur Wright did when he was one of the first people to take flight." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Wilbur Wright", + "flier" + ], + [ + "Wilbur Wright", + "flier" + ], + [ + "" + ], + [ + "Wilbur Wright", + "flier" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_378", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "Funny is being used both to mean food that's spoiled or ill-prepared, and causing laughter and amusement. A clown is a type of entertainer that makes jokes and tricks in a funny way. ", + "When something has a funny taste, it means that it tastes unusual. When something is funny, it means that something is amusing and elicits laughter. A clown is a performer with a painted face that entertains others, and tries to be funny. A circus lion won't eat a clown because they taste unusual. The joke is playing on the word \"funny\" and its different meanings. ", + "Tastes funny usually means to have a weird taste, but here it jokes that the clowns are funny (humorous) tasting", + "clowns are usually funny ", + "This is a play on words. The phrase \"tastes funny\" means something tastes like there's something wrong with it but \"funny\" also means causing laughter or amusement. Here, \"tastes funny\" means tasting like laughter because clowns make people laugh." + ], + "Joke keywords": [ + [ + "clowns", + "funny" + ], + [ + "circus lion", + "clowns", + "taste funny" + ], + [ + "circus", + "lion", + "clowns" + ], + [ + "circus", + "lion", + "clowns", + "funny" + ], + [ + "won't eat clowns", + "taste funny" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1395", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "Bloom is a verb that explains a flower when it is at full maturity and its petals have opened up. Bloom being used here is describing a type of ribbon. The joke is playing on the word bloom and its different applications.", + "The ribbon blooms, just like a flower does", + "flowers usually bloom when they are ready ", + "This is a play on words. A \"blue ribbon\" is a ribbon often given as a prize but \"blue\" sounds like \"bloom\" meaning a flower that has grown." + ], + "Joke keywords": [ + [ + "" + ], + [ + "flower show", + "first prize", + "bloom ribbon" + ], + [ + "flower" + ], + [ + "flower", + "bloom" + ], + [ + "flower show", + "prize", + "bloom ribbon" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_172", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "Miners are people that dig around underground to find precious metals, or other substances of value. \"Veins\" can refer to a fracture in a rock that contains valuable minerals or substances. \"Veins\" can also refer to tubes that form part of the blood circulation system of the body. This joke is playing on the word \"veins\" and its different meanings. ", + "", + "", + "This is a play on words. The word \"veins\" means tubes carrying blood through the body's circulation system but \"veins\" are also fractures in rock containing minerals, which miners are likely to encounter." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old miners", + "never die", + "veins" + ], + [ + "" + ], + [ + "" + ], + [ + "MINERS", + "die", + "lose their veins" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1450", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "Discharged is used to mean both retired from service, and to give give of an electrical charge, which would handled by an electrician.", + "Discharged means to be released from obligation. An electrician is someone that installs or maintains electrical equipment. Electric discharge is the release and movement of electricity through a medium. This joke is playing on the word \"discharge\" and its different meanings. ", + "", + "electric discharge is the release and transmission of electricity", + "This is a play on words. The word \"discharged\" means let go or banned but electric \"discharge\" is the transmission of electricity." + ], + "Joke keywords": [ + [ + "electricians", + "die", + "discharged" + ], + [ + "old electricians", + "discharged" + ], + [ + "" + ], + [ + "electricians", + "discharged" + ], + [ + "electricians", + "die", + "discharged" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1660", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "Mourning means grieving. \"Mourning has broken\" means grieving has stopped. \"Mourning\" is a homophone of \"morning\". \"Morning has broken\" means the day has just started. Morning is a time of day when the sun rises. Easter Sunday is recognized by Christians as the day Jesus rose from the dead. This joke is playing on the phrase \"morning has broken\" by replacing \"morning\" with \"mourning\". ", + "", + "", + "This is a play on words. The word \"morning\" means the early part of the day but \"mourning\" means expression of sorrow for someone who died." + ], + "Joke keywords": [ + [ + "" + ], + [ + "mourning", + "Easter Sunday" + ], + [ + "" + ], + [ + "" + ], + [ + "Mourning", + "broken", + "Easter Sunday" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1302", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Porpoises are a variety of marine life, which a marine biologist would study. Porpoises sound like purposes, which means intented use.", + "\"Porpoises\" sounds like \"purposes\". \"Educational purposes\" is a common saying, meaning that something is for learning. A porpoise is an aquatic marine mammal. Marine biology is the study of living creatures in the sea. The joke is playing on the term \"educational purposes\" but using \"porpoises\" to replace \"purposes\" because marine biology seminars is what is getting discussed. ", + "Instead of saying purposes, the jokester uses the similar sounding porpoises, a type of marine animal", + "Porpoises sounds like purpose but also are a group of fully aquatic marine mammals ", + "This is a play on words. The word \"purposes\" means the reason for doing something but sounds like \"porpoise\" which is a type of marine mammal. " + ], + "Joke keywords": [ + [ + "marine biology", + "seminars", + "educational porpoises" + ], + [ + "marine biology", + "seminars", + "educational porpoises" + ], + [ + "porpoises, marine biology" + ], + [ + "marine", + "biology", + "porpoises" + ], + [ + "marine biology seminars", + "educational porpoises" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1214", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 5, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "The Pequod and Ishmael are from the novel Moby Dick, a tragic story about the hunt of the titular whale. A wail is a mournful cry, and sounds like whale, an enormous ocean mammal, which is what destroyed the Pequod and its crew, save Ishmael.", + "", + "", + "", + "This is a play on words. A \"wail\" is a high pitched cry of pain but sounds like \"whale\" which is a large marine mammal that Ishmael hunts in the literary fiction Moby Dick." + ], + "Joke keywords": [ + [ + "Pequod", + "went down", + "Ishmael", + "wail" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Ishmael", + "great wail", + "sea" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1671", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "\"Role\" is a homophone of \"roll\". A roll is a piece of bread. A role is a person's part in a play, or scenario, or an expected behavior pattern. A role reversal is when someone adopts a role that is the reverse of what they normally do. A baker typically takes the role of selling a bun, not receiving a bun from someone else. So, the bakers experienced a \"role reversal\" when they received a bun from someone else, except \"role\" was replaced with \"roll\" because roll means bread, and bakers are the subject in the joke. ", + "\"Roll reversal\" instead of \"role reversal,\" since buns are known as rolls", + "bakers makes buns and rolls", + "This is a play on words. A \"role reversal\" is when two people do the duties or functions that the other person typically does. However, \"role\" sounds like \"roll\" which is a round roll of bread that bakers work with." + ], + "Joke keywords": [ + [ + "" + ], + [ + "bakers", + "buns", + "roll reversal" + ], + [ + "bakers", + "buns", + "roll" + ], + [ + "baker", + "bun", + "roll" + ], + [ + "bakers traded buns", + "roll reversal" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_841", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "When someone \"curry's favor\", it means that they are trying very hard to get someone's favor through servile behavior. Curry is a type of sauce found in dishes commonly made in Indian cuisine such, like masala. This joke is playing on the word \"curry\" and its different meanings. ", + "Curry is a popular type of Indian food. To \"curry\" favors is to gain favor", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "politician", + "Indian food", + "currying favors" + ], + [ + "politician", + "curry" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_316", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "A bucket a type of container and is also called a pail, which sounds like pale, which is to have a whitish, pallid complexion, often a symptom of injury.", + "A pail is a type of bucket. \"Pale\" is a homophone of \"pail\". When someone \"turns pale\" it means that their complexion looks washed out and without color. The joke is playing on the phrase \"turn pale\" but replaced \"pale\" with \"pail\" because they're talking about a bucket of water.", + "Buckets are also called pails. The similar sounding \"pale\" means to have your skin turn lighter", + "a bucket is also known as a pail ", + "This is a play on words. To turn \"pale\" means someone's face has no color. However, \"pale\" sounds like \"pail\" which is a bucket used to hold water." + ], + "Joke keywords": [ + [ + "bucket", + "pail" + ], + [ + "bucket", + "water", + "turn pail" + ], + [ + "bucket", + "water", + "pail" + ], + [ + "bucket", + "pail" + ], + [ + "drinking", + "bucket of water", + "turn pail" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1116", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + "", + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "cavity is something that denist has to deal with when they work on teeth", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "dentist's", + "cavity" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_898", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "King Arthur a legendary leader whose stories involve him and companions, the Knights of the Round Table. A knight is a medieval gentleman soldier, but also sounds like night, the period between sunset and sunrise, when most people sleep.", + "Sleepless knights means that the knights with insomnia were not sleeping. \"Sleepless knights\" sounds like \"sleepless nights\" which is a term often used to express not sleeping at night. The joke is playing on the word \"knights\" because it sounds like \"nights\".", + "Sleepless knights, the role of the men at the table, instead of the similar sounding nights", + "knight sounds like night but they also help the king ", + "This is a play on words. The word \"night\" means the period from sunset to sunrise but sounds like \"knight\" which is an armored soldier in the Middle Ages, like the ones at King Arthur's Round Table." + ], + "Joke keywords": [ + [ + "king arthur", + "insomnia", + "sleepless knights" + ], + [ + "King Arthur", + "insomnia", + "sleepless knights" + ], + [ + "King Arthur", + "knights" + ], + [ + "king arthur's", + "insomnia", + "knights" + ], + [ + "King Arthur' s table", + "insomnia", + "sleepless knights" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_348", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "To meet by accident is used to mean meeting through coincidence. A collision of vehicle is a car accident.", + "To meet someone by accident means to meet someone by chance, or unintentionally. In the joke, this person's boyfriend backed his car into his future romantic partner's car. The joke is centered on the phrase \"we met by accident\" which can mean \"we met by car accident\" or \"we met by chance\". Both apply.", + "To meet by accident is to meet by chance. Here, they literally met by having a car accident", + "", + "This is a play on words. To meet \"by accident\" means to meet unintentionally or without planning on it. However, here the subjects of the joke \"meeting by accident\" refers to how they met during a car accident." + ], + "Joke keywords": [ + [ + "backed his car into mine", + "met by accident" + ], + [ + "boyfriend", + "date", + "met by accident" + ], + [ + "boyfriend", + "accident" + ], + [ + "" + ], + [ + "car into mine", + "met by accident" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1434", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "In vain means without success. Vain sounds like vein, a blood vessel, which a injection might be administered through.", + "An injection is the act of administering a liquid into a person's body using a needle. In order to administer the liquid, a vein needs to be found. \nTo plead in vain means to plead with no hope in producing a result. Vain is a homophone of vein. A vein is a tube that carries oxygen depleted blood toward the heart. The joke is centered on the word \"vain\" because it sounds like \"vein\" and the joke is discussing injections.", + "", + "to inject you need to find the vains", + "This is a play on words. The phrase \"in vain\" means without success but \"vain\" sounds like \"vein\" meaning the tubes that pump blood through the body's circulatory system. The joke is that when people get injections the needle goes into the veins of their arms." + ], + "Joke keywords": [ + [ + "injection", + "vain" + ], + [ + "injection", + "pleaded in vain" + ], + [ + "" + ], + [ + "injection", + "vain" + ], + [ + "injection", + "in vain" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1363", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "A clamor is an insistant demand, and has the word clam in it, which is a variety of mollusk that hard outer shell.", + "A shell is a hard outer covering of an animal. A clam is a type of mollusk, and contains a shell. To clamor is to proclaim loudly. The joke is centered on the word \"clamored\" and how it relates to \"clam\" which is a type of shell. ", + "", + "clams are are type of shell fish ", + "This is a play on words. The word \"clamored\" means to shout loudly but a \"clam\" is a marine mollusk that has hard shells." + ], + "Joke keywords": [ + [ + "shells", + "clamored" + ], + [ + "shells", + "clamored" + ], + [ + "" + ], + [ + "shells", + "clamored" + ], + [ + "shells", + "clamored" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_338", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "Wise is the ablility to discern and judge what's right or true, and sounds like whys, a plural for of why, the purpose, reason, or cause of something.", + "\"A word to the wise\" is a term used to say that one is about to give someone advice or a warning. The question word \"why\" often proceeds the word \"because\". The joke is centered on the phrase \"a word to the wise\" with \"whys\" replacing \"wise\" since they are homophones. ", + "\"Whys\" here is replacing the word \"wise\" in the common phrase. Because is a word used to find out why.", + "", + "This is a play on words. The phrase \"word to the wise\" is used when one is about ot give advice or a warning. However, \"wise\" sounds like \"whys\" meaning the reason for something. The joke is that the word \"because\" is a word used to explain the \"whys\" behind something." + ], + "Joke keywords": [ + [ + "because", + "word", + "whys" + ], + [ + "because", + "word to the whys" + ], + [ + "because" + ], + [ + "" + ], + [ + "Because'", + "word to the whys" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_556", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "When something loses their kick, it loses their strength, or potency. In soccer, to kick means to hit a ball with your foot hard enough to get it into a different location. Perhaps the joke is saying that old soccer players simply become weaker as they get older. The joke is centered on the word \"kick\" and its different meanings.", + "", + "soccer players kick balls around ", + "This is a play on words. A \"kick\" is the force or strength behind something but a \"kick\" also refers to soccer players use their feet to move the soccer ball." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old soccer players", + "never die", + "lose their kick" + ], + [ + "" + ], + [ + "soccer", + "kick" + ], + [ + "SOCCER PLAYERS", + "die", + "lose their kick" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1030", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "State is used to mean both a subregion of a country, which a river might be located in, and a phase of matter, water being the liquid form of H2O, which a river would be filled with.", + " A state can mean a piece of land, or territory. In physics, a state refers to a physical condition, which are typically categorized as being gas, liquid or solid. \"The River Ravi flows in which state?\" could be interpretated as someone asking about the territory, or name of the land it flows through. In this case, they want the physical condition, which is a liquid. The joke is centered on the word \"state\" and its different meanings.", + "", + "", + "This is a play on words. The word \"state\" means a geographic nation or territory but a \"state\" of matter refers to one of the three forms that matter comes in, solid, liquid or gas. " + ], + "Joke keywords": [ + [ + "river", + "flow", + "state" + ], + [ + "River Ravi", + "flows", + "liquid" + ], + [ + "" + ], + [ + "" + ], + [ + "River Ravi", + "state", + "liquid" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_520", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "To \"lose grip\" means to lose one's ability to think or behave in a normal way. In wrestling, grip strength, or how firmly one can hold onto something, is important. Old wrestlers apparently lose their ability to behave in a normal way, but they also lose their grip strength. This joke is playing on the term \"lose grip\" and its different meanings. ", + "", + "wrestling need to grip their opponents ", + "This is a play on words. The phrase \"lose one's grip\" means to become unable to control one's situation but \"grip\" here refers to the wrestling holds wrestlers place on their opponents." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old wrestlers", + "never die", + "lose their grip" + ], + [ + "" + ], + [ + "wrestlers", + "grip" + ], + [ + "WRESTLERS", + "die", + "lose their grip" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1526", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "Buried in work is an expression for being extremely busy with work. Part of the gravedigger profession is digging the plot for burial. Part of the joke is the implication of the gravedigger being literally buried after death.", + "A gravedigger is someone that digs holes in the ground to create room for people that have died and need to be buried. Being \"buried in work\" means that someone is saturated, or overwhelmed with the amount of work they have to do. The joke is playing on the word \"buried\" since it pertains to grave digging, but also being overwhelmed with work.", + "", + "gravediggers have to dig a hole so they they bury the casket ", + "This is a play on words. To be \"buried\" in something means to be absorbed in full concentration but \"buried\" also refers to being buried in graves underneath the ground." + ], + "Joke keywords": [ + [ + "gravedigger", + "die", + "buried" + ], + [ + "old gravediggers", + "never die", + "buried in their work" + ], + [ + "" + ], + [ + "gravedigger", + "buried" + ], + [ + "GRAVEDIGGERS", + "die", + "buried" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_191", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "", + "Lumberingly means clumsily. Lumber is wood that has been processed into planks. Tom chops down trees. The joke is centered on the word \"lumberingly\" since Tom is a tree chopper, and we see the word \"lumber\" in \"lumberingly\". ", + "", + "Lumber, also known as timber, is wood that has been processed into beams and planks, a stage in the process of wood production.", + "This is a play on words. The word \"lumberingly\" means spoken in a slow, awkward way but \"lumber\" is wood from chopped trees that has been processed into beams." + ], + "Joke keywords": [ + [ + "" + ], + [ + "chop down trees", + "lumberingly" + ], + [ + "" + ], + [ + "trees", + "lumberingly" + ], + [ + "chop", + "trees", + "lumberingly" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_625", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. The word \"son\" means the male offspring of a parent but \"sun\" is the star at the center of the solar system." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "son shines", + "righteous" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1086", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "A play on the phrase actions speak louder than words, meaning that a persons actions are more impactful than their words. Contractions, which contain the word actions, are the tightening of uterine muscles which occur before or during birth.", + "\"Actions speak louder than words\" is a common saying that means your actions tell the truth even if what you say does not. She said she wasn't preganant, yet her \"contractions speak louder than words\". Contractions are when the uterine muscles become shorter. Contractions happen before the birth of the baby happens. We see the word \"action\" in \"contractions\". \"Contractions speak louder than words\" is supposed to share similarity with \"actions speak louder than words\". ", + "Contractions is used to replace the common phrase \"actions speak louder than words\"", + "", + "This is a play on words. The phrase \"actions speak louder than words\" means what someone does matters more than what they say. However, \"actions\" sounds like \"contractions\" which is what happens right before a pregnant woman gives birth." + ], + "Joke keywords": [ + [ + "pregnant", + "contractions" + ], + [ + "pregnant", + "contractions", + "louder than words" + ], + [ + "pregnant" + ], + [ + "" + ], + [ + "pregnant", + "contractions speak louder then words" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_309", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "Voltaire is an author that wrote the book Candide. To say something candidly means to say something in an honest and straightforward way. This joke is playing on the word \"candidly\" which sounds close to the book title \"Candide\".", + "", + "", + "This is a play on words. The word \"candidly\" means spoken in an honest or straightforward way but \"Candide\" is a satire written by Voltaire." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Voltaire", + "candidly" + ], + [ + "" + ], + [ + "" + ], + [ + "reading Voltaire", + "candidly" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1441", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "neigh is a characteristic high-pitched sound uttered by a horse.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "horsemans's", + "neigh" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1029", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "Spatial is an adjective, that relates to occupying space. In this case, outer space for the aliens. \"Spatial\" sounds close to the word \"special\" which means unique. This joke is playing on the word \"spatial\" and how it sounds close to \"special\".", + "Spatial, referring to aliens being from space, replaces the word \"special\" here", + "", + "This is a play on words. The word \"special\" means unique or different from the usual but sounds like \"spatial\" meaning related to space. This references the fact that aliens come from outer space." + ], + "Joke keywords": [ + [ + "" + ], + [ + "aliens", + "lovable", + "spatial" + ], + [ + "aliens" + ], + [ + "" + ], + [ + "Aliens", + "spatial" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1773", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Stars is used to mean both celesial bodies that generate light, which an astronomer would study, and an oustanding or famous person, particularly an actor in a leading role.", + "A star is an actor who has a principal role in a movie or a show. Hollywood is full of actors that are stars. Stars can also refer to the luminous points seen in the night sky. Astronomers are people that observe and study objects outside of Earth, these include stars, planets, moons and comets. This joke is playing on the word \"star\" and its different meanings.", + "Stars refer both to the entities in space and celebrities", + "actors are known as stars ", + "This is a play on words. The word \"stars\" refers to famous people or celebrities but \"stars\" are also astronomical objects in space." + ], + "Joke keywords": [ + [ + "astronomer", + "actor", + "stars" + ], + [ + "astronomer", + "actor", + "stars" + ], + [ + "astronomer", + "stars" + ], + [ + "astromomer", + "actor", + "star" + ], + [ + "astronomer", + "actor", + "visit the stars" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_868", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "\"Entrance\" is seen in the word \"entranced\". An entrance is a door that is used to go into a building. Entranced means to be carried away with wonder or delight. This joke is playing on the word \"entranced\" and the word \"entrance\" which we see in it. ", + "", + "entering aplace is making an entrance ", + "This is a play on words. The word \"entranced' means filled with wonder or delight but an \"entrance\" is an opening like a door that allows access to a place." + ], + "Joke keywords": [ + [ + "" + ], + [ + "door", + "entranced" + ], + [ + "" + ], + [ + "door", + "entranced" + ], + [ + "door", + "entranced" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_341", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "Lumbar is the lower spine region of the torso, and sounds like lumber, which is timber that's been sawed into boards.", + "If someone is \"as stiff as a board\" it means that they are inflexible, and it usually means that they are referring to their back being difficult to move. Lumbar is an adjective that references the lower part of someone's back. Lumber is wood that has been processed into beams. The joke is playing on the word \"lumbar\" because it sounds like \"lumber\" and the person is \"as stiff as a board\". ", + "", + "", + "This is a play on words. The word \"lumbar\" means the lower part of the back but sounds like \"lumber\" which is wood processed into boards." + ], + "Joke keywords": [ + [ + "stiff", + "board", + "lumbar" + ], + [ + "stiff as a board", + "lumbar" + ], + [ + "" + ], + [ + "" + ], + [ + "stiff", + "board", + "lumbar" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_526", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 1, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "\"Blended so well\" could mean that the frog had changed their outside color to match the color of the milkshake. Or, it could mean that the frog was blended into the milkshake, as in they were chopped up and combined well. This joke is playing on the word \"blended\" because it could mean two different things in this scenario.", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "frog", + "milkshake", + "blended" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1298", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "Pasteur is someone's name. To be \"boiling\" means to be angry. Louis Pasteur was a microbiologist that discovered and encouraged pasteurization. Pasteurization is the process of using heat, or boiling something in order to remove disease causing microbes. The joke is centered on the word \"pasteur\" as it means to boil, and Pasteur is boiling angry about not being invited.", + "Pasteur's famous expiriment was from boiling. To be boiling is to be mad", + "", + "This is a play on words. The word \"boiling\" means very angry but \"boiling\" refers to how Pasteur did experiments regarding boiling liquids." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Pasteur", + "boiling", + "invited" + ], + [ + "Pasteur" + ], + [ + "" + ], + [ + "Pasteur", + "boiling" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_207", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Combination used both to mean a variety, and a type of lock that uses a number sequence as its key.", + "A locksmith is someone that makes and repairs locks .A combination lock is a type of lock that uses a dial that spins in order to open it. The locksmith should have a \"good combination of skills\" meaning, they should have a varied skill set. The joke is clever in using the word \"combination\" as it can relate to a lock type. The joke is centered on the word \"combination\" and its different uses.", + "Locks also have combinations", + "locks need a number combination to open it ", + "This is a play on words. The word \"combination\" means having a multitude of options but a \"combination\" is also a code used to open a lock" + ], + "Joke keywords": [ + [ + "locksmith", + "combination" + ], + [ + "locksmith", + "good combination" + ], + [ + "locksmith" + ], + [ + "locksmith", + "combination", + "skill" + ], + [ + "locksmith", + "Combination of skills" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1999", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Hard to beat is being use to mean difficult to match or surpass, and literally since a hard boiled egg has taken on a more solid consistency.", + "\"Hard to beat\" means that something can't get any better than what is. \"Hard to beat\" can also mean difficult to injure by hitting. A boiled egg is hard to injure, or you can't get any better than a boiled egg. This joke is playing on the word \"hard to beat\" and its different meanings.", + "Here, hard to beat means both literally hard to be and hard to find something better", + "you can beat eggs for them to be scrambled eggs", + "This is a play on words. The phrase \"hard to beat\" means something is very good but \"beat\" is also a method of mixing eggs before cooking them." + ], + "Joke keywords": [ + [ + "" + ], + [ + "boiled egg", + "hard to beat" + ], + [ + "egg" + ], + [ + "boiled", + "beat", + "egg" + ], + [ + "boiled egg", + "hard to beat" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_593", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Sirius is the brightest star in the night sky, called the dog star because of it's prominence in the consetlation Canis Major. Sirius also sounds like serious, which means a non-joking or trifling manner.", + "Sirius is the name of a star located in the constellation Canis Major. Dog Star is another term used to refer to the star Sirius. Sirius sounds like \"serious\", and \"serious\" means sincere. \"You can't be serious\" means \"you can't be sincere about what you are saying\". This joke is playing on the word Sirius and its homophone serious. ", + "Sirius, sounds like serious, is the name of the dog star", + "", + "This is a play on words. The word \"serious\" means speaking sincerely or in earnest but \"sirius\" is also the brightest star in the sky, also called Dog Star." + ], + "Joke keywords": [ + [ + "dog star", + "sirius" + ], + [ + "Dog Star", + "Sirius" + ], + [ + "sirius", + "dog" + ], + [ + "" + ], + [ + "Dog Star", + "can' t be Sirius" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1762", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Altitude means a great height, which a pilot would fly a plane at, and sounds like attidude, which is a person's demeanor.", + "Altitude sounds close to the word \"attitude\". When someone has a good attitude, it means they have a friendly, cheerful disposition. A pilot is someone that flies aircrafts. Altitude is the height of an object above ground level, or sea level. Having good altitude means being at a good height for flying. This joke is playing on the term \"good altitude\" because it sounds close to \"good attitude\". ", + "Altitude, height, replaces the word attitude in this expression", + "altitude sounds like attitude ", + "This is a play on words. The word \"atitude\" means one's perspective or way of looking at something. However, \"attitude\" sounds like \"altitude\" meaning the distance a plane is flying above sea level." + ], + "Joke keywords": [ + [ + "pilot", + "altitude" + ], + [ + "pilot", + "good altitude" + ], + [ + "pilot" + ], + [ + "pilot", + "altitude" + ], + [ + "pilot", + "good altitude" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1612", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Hull is the main body of a ship, and sounds like hell, a mild curse used to indicate the severity of a problem.", + "\"Hull of a problem\" sounds like \"hell of a problem\" which is a saying meaning that something is causing a big problem. The hull of a ship is the main body of a ship, it includes the bottom, sides and deck of the ship. The hole at the bottom of a ship was a problem occuring in the hull of the ship. It was a \"hull of a problem\" literally. The joke is playing on the word \"hull\" and how it sounds like \"hell\" and how it's used to fit the saying \"hell of a problem\". ", + "The hull, sounds like hell, is a part of a boat", + "", + "This is a play on words. The phrase \"one hell of a problem\" is an expletive indicating there is a large problem. However, \"hell\" sounds like \"hull\" which is the main body of a ship." + ], + "Joke keywords": [ + [ + "bottom", + "cargo ship", + "hole", + "hell of a problem" + ], + [ + "cargo ship", + "hole", + "hull of a problem" + ], + [ + "ship" + ], + [ + "" + ], + [ + "ship", + "hole", + "hull of a problem" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1491", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "Ajar means slightly open. Tom said the door was ajar, openly. Openly means to be direct and honest. We see the word \"open\" in openly, and \"open\" describes the door. This joke is playing on the word \"openly\".", + "", + "Ajar is neither entirely open nor entirely shut; partly open", + "This is a play on words. The word \"openly\" means without deception but \"open\" also refers to a door being ajar or allowing passage." + ], + "Joke keywords": [ + [ + "" + ], + [ + "door's ajar", + "openly" + ], + [ + "" + ], + [ + "door", + "ajar", + "openly" + ], + [ + "door' s ajar", + "openly" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1980", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 3, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Attractive is used to mean both being capable of physically drawing metallic objects through magnetic force, and being pleasing to look at or talk to.", + "Magnets attract certain metals like iron, nickel and cobalt. Attractiveness can also pertain to humans, and can refer to how appealing someone is to look at. The joke is playing on the word \"attractive\" and how it pertains to both magnets and humans.", + "Magnets attract to each other", + "magenets attract ti anything metal ", + "This is a play on words. The word \"attractive\" means aesthetically pleasing but \"attractive\" also refers to how magnets attract or draw objects together." + ], + "Joke keywords": [ + [ + "magnets", + "attractive" + ], + [ + "magnets", + "quite attractive" + ], + [ + "magnets" + ], + [ + "magnets", + "attractive" + ], + [ + "magnets", + "attractive" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_229", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Boats have sails, a large cloth used to propel the boat by catching the wind, which sounds ", + "A sail is a typically a piece of canvas used to catch wind on a ship to help make it move. Sail is a homophone of sale. Sale is the activity of selling something. This joke is playing on the word \"sale\" because it sounds like \"sail\" and the item discussed are boats.", + "The jokester uses \"sail,\" a part of a boat, instead of \"sale,\" a type of discount", + "sail sounds like sale ", + "This is a play on words. The word \"sale\" means a period when a business sells goods at discount price but sounds like \"sail\" meaning the wind-catching part of a boat." + ], + "Joke keywords": [ + [ + "" + ], + [ + "businessess", + "boats", + "sail" + ], + [ + "boats" + ], + [ + "business", + "selling", + "boat", + "sail" + ], + [ + "Businesses", + "boats", + "sail" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_915", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "Someone who is observant is someone that notices the little things. Observant can be used in other ways. To be observant of a holiday means to partake in that holiday. Holidays are often related to religion. To observe the Christmas holiday is to partake and celebrate Christmas. The joke is centered on the word \"observant\" and its different meanings. ", + "", + "", + "This is a play on words. The word \"observant\" means quick to notice things but \"observant\" also means adhering strictly to the rules of a religion." + ], + "Joke keywords": [ + [ + "" + ], + [ + "attentive", + "observant", + "religious" + ], + [ + "" + ], + [ + "" + ], + [ + "attentive", + "observant", + "not religious" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1876", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "Something that gets \"pitched\" gets thrown in the trash. The use of the word pitch in baseball refers to the act of throwing a baseball toward home plate to start a play. This joke is playing on the word \"pitched\".", + "", + "in baseball balls are being pitched ", + "This is a play on words. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "old baseballs", + "never die", + "pitched" + ], + [ + "" + ], + [ + "baseballs", + "pitched" + ], + [ + "BASEBALLS", + "die", + "get pitched" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_505", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Tricky is being used to mean both being chracterized by a feat of magic, and requiring caution and skill.", + "A tricky situation means an awkward, or uncomfortably difficult situation. An illusionist is someone who performs tricks to decive the eye. Illusionists find themselves in situations that are uncomfortable, or situations that have illusion. The joke is playing on the word \"tricky\". ", + "Illusionists use tricks to entertain", + "illusionists trick people for there act ", + "This is a play on words. The word \"tricky\" means difficult but a \"trick\" is a remarkable feat carried out by illusion, like the ones magicians or illusionists perform." + ], + "Joke keywords": [ + [ + "illusionists", + "tricky" + ], + [ + "illusionists", + "tricky situations" + ], + [ + "illusionists" + ], + [ + "illusionists", + "tricky" + ], + [ + "Illusionists", + "tricky situations" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1350", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "", + "To feel chipper is to feel happy. A blade at a saw mill cuts wood into small pieces called chips, or wood chips. This joke is playing on the word \"chipper\" as it references mood, but also pieces of wood created from a saw mill, chips.", + "", + "", + "This is a play on words. The word \"chipper\" means cheerful and lively but a \"woodchipper\" is a machine with blades used for chopping wood." + ], + "Joke keywords": [ + [ + "" + ], + [ + "big blade", + "saw mill", + "chipper" + ], + [ + "" + ], + [ + "" + ], + [ + "blade", + "saw mill", + "chipper" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1561", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. The ancient ruins in Greece are known for having large stone columns or pillars. Another meaning of the word 'column' is a a vertical division of a page or text, typically in magazines or newspapers which a journalist would write for.", + "A column can refer to both the greek columns or a column as in an article in a newspaper or journalist outlet. ", + "greece is known for columns " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "journalist", + "went to", + "Greece", + "ancient ruins", + "now writing", + "several columns" + ], + [ + "journalist", + "Greece", + "ancient ruins", + "writing", + "columns" + ], + [ + "greece", + "ruins", + "columns" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_596", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 0, + 0 + ], + "Natural language explanation": [ + "caliber can mean the right size projectile for the gun or the ammount of character someone has ", + "This is a pun on 'caliber' which in this context feres to the quality of someone's character or the level of their ability, but 'caliber' can also mean the diameter of a bullet, shell, or rocket, in thise case the diameter of a human cannonball", + "The joke is a pun. A human cannonball is a person who performs an act in a circus or similar show by getting fired out of a cannon. Finding someone of 'the right caliber' means finding someone who has the proper quality or level of ability. 'Caliber' also means the internal diameter or bore of a gun barrel.", + "", + "" + ], + "Joke keywords": [ + [ + "human cannonball", + "caliber" + ], + [ + "cannonball", + "replacement", + "caliber" + ], + [ + "human cannonball", + "retired", + "couldn' t find", + "replacement", + "the right caliber" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1762", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "ticked off can mean angry but it can also refer to the ticking off a clock ", + "This is a pun on 'ticked' which in this context means they got angry/ annoyed at each other, but it's also being used because 'tick' is a noise that a clock makes", + "The joke is a pun. 'Tick' is onomatopoeia for the sound a clock hand may make when it moves. To get 'ticked off' is to get angry with someone or something.", + "Ticked off has the word tick in it and refers to tick tock which is a sound a clock makes.", + "tick is a sound that a clock makes but in this case means upset " + ], + "Joke keywords": [ + [ + "clock", + "ticked" + ], + [ + "clock makers", + "argued", + "ticked" + ], + [ + "clock makers", + "argued", + "got ticked off" + ], + [ + "clock makers", + "argued", + "ticked off" + ], + [ + "clock", + "ticked" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_469", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "innocuous sounds like innoculated ", + "", + "The joke is a play on words. 'Innocuous' means 'not harmful or offensive.' However the word sounds similar to 'innoculant' which means 'vaccination.'", + "", + "" + ], + "Joke keywords": [ + [ + "flu jab", + "innocuous" + ], + [ + "" + ], + [ + "Some resist having the' flu jab but it' s quite innocuous." + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1354", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "A chimney flu is the part that opens the vent.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "second chimney", + "superfluous" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1372", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "fish and ships sounds like fish and chips ", + "This is a pun on the dish 'fish and chips' which is fried fish and french fries, but 'fish and ships' is used here because it sounds similar and it implies that the loch ness monster eats other fish in the lake as well as boats ", + "I think the joke is that 'fish and ships' sounds similar to the popular dish 'fish and chips'. But the Loch Ness monster is a mythical creature said to be large enough to eat a ship.", + "Fish and ships sounds like fish and chips, a famous english dish. ", + "ship sounds like chips which fish and chips is a food dish " + ], + "Joke keywords": [ + [ + "Loch Ness", + "fish and ships" + ], + [ + "Loch Ness Monster", + "eats", + "fish", + "ships" + ], + [ + "Loch Ness monster", + "eats", + "fish and ships" + ], + [ + "Loch Ness monster", + "fish and ships" + ], + [ + "loch ness", + "fish and ships" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_738", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_978", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. To say something 'basically' is to say it in a simple way. 'BASIC' however, is the name of a family of general-purpose, high-level programming languages designed for ease of use. ", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "most common", + "language", + "on micros", + "said", + "basically" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1357", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'axis' which is an imaginary line about which a body rotates, but 'axes' is used in it's place because it sounds similar and because woodcutters use axes to chop down trees/ wood", + "", + "Axes sounds like axis, which is a dimension in time and space such as x and y axis. ", + "the world is on a axis and sounds like axes" + ], + "Joke keywords": [ + [ + "" + ], + [ + "woodcutters", + "revolves", + "axes" + ], + [ + "" + ], + [ + "woodcutter's world", + "axes" + ], + [ + "woodcutter's", + "axes" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_558", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. To say something 'flatteringly' is to say it in praise or with compliments. 'Flatteringly' sounds like 'flattening' and a steamroller is used for flattening things such as newly paved roads.", + "", + "steamrollers flatten things out " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "steamroller", + "said", + "flatteringly" + ], + [ + "" + ], + [ + "steamroller", + "flatteringly" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_337", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + "", + 1, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "bicycles has peddles to make it move " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "cyclist's", + "peddled" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_740", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on 'lose their senses' which would mean they'd lose a faculty by which the body perceives an external stimulus; one of the faculties of sight, smell, hearing, taste, and touch, but 'census' is used because it sounds similar and because it measn 'an official count or survey of a population, typically recording various details of individuals.'", + "The joke is a pun. 'Census' sounds like 'senses' which in the phrase 'lose their senses' would mean they lose their sanity. A census is an official count or survey of a population, typically recording various details of individuals.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "enumerators", + "die", + "census" + ], + [ + "ENUMERATORS", + "die", + "lose their census" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1077", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "buck can mean a male deer or it can mean a dollar ", + "This is a pun on the phrase 'the buck stops here' which means that one accepts a responsibility and will not try to give it to someone else, but it's being used here because deer are also known as bucks", + "The joke is a pun. The phrase 'the buck stops here' is a phrase that is a response to news reporters and politicians 'passing the buck' which is another phrase that means to 'put blame on someone else'. Another word for a male deer is a 'buck'.", + "", + "" + ], + "Joke keywords": [ + [ + "deer", + "Buck" + ], + [ + "deer", + "buck", + "stops" + ], + [ + "Sign at a deer crossing: The Buck Stops Here." + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_2104", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 3 + ], + "Natural language explanation": [ + "", + "This is a pun on 'erased' which means rub out or remove (writing or marks), like writers do, but it also means remove all traces of (a thought, feeling, or memory), which is akin to death", + "The joke is a pun. 'Erased' in writing generally means removing the writing with an eraser. 'Erased' can also be used to mean 'destroyed'.", + "Instead of dying, old writers just become erased, as erasing is common in writing.", + "with a pencil you can erase what you write" + ], + "Joke keywords": [ + [ + "" + ], + [ + "writers", + "die", + "erased" + ], + [ + "WRITERS", + "die", + "get erased" + ], + [ + "OLD WRITERS", + "never die", + "erased" + ], + [ + "writers", + "erased" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_555", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "spruced sounds like spruce which is a kind of tree ", + "This is a pun on 'spruced up' which means to make (someone or something) look cleaner, neater, or more attractive, but it's also being used because Christmas trees are usually Spruce trees", + "The joke is a pun. A spruce tree is a widespread coniferous tree which has a distinctive conical shape and hanging cones, widely grown for timber, pulp, and Christmas trees. To 'spruce up' is to make (someone or something) look cleaner, neater, or more attractive.", + "A spruce is a type of pine tree, common for christmas trees, and spruced up means to get lively.", + "" + ], + "Joke keywords": [ + [ + "Christmas trees", + "spruced" + ], + [ + "sold", + "trees", + "spruced" + ], + [ + "Before", + "sold", + "Christmas trees", + "got", + "spruced up" + ], + [ + "Christmas trees", + "spruced up" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_136", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "drain can mean unfulfilling or it can mean a literal water drain ", + "This is a pun on 'drain' which in this context means the plumber was deprived of strength or vitality, butit's also used because drains are a channel or pipe carrying off surplus liquid, especially rainwater or liquid waste, which is what plumbers specalize in ", + "The joke is a pun. A plumber may work with water drains and pipes in a household. Calling something 'a drain' may mean it is a high energy demand or it is costing too much to do.", + "Draining is a typical task of a plumber, and a draining job means it's exhausting and takes a lot out of you.", + "plumber deals with clogged drains " + ], + "Joke keywords": [ + [ + "plumber", + "drain" + ], + [ + "plumber", + "quit", + "drain" + ], + [ + "plumber", + "quit", + "job", + "a drain" + ], + [ + "plumber", + "quit", + "job", + "drain" + ], + [ + "plumber", + "drain" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_411", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "", + "This is a pun on 'align' which in this context means to come together in agreement or alliance, but it's also used because 'align' can also mean lie in a straight line, or in correct relative positions and if you use a ruler to make these you'll get a straight line ", + "The joke is a pun. Rulers are used to align things, as they are a uniform, straight edge with measured markings. To 'align' with someone else is to cooperate with them or share a common interest.", + "", + "rulers help with straight lines and matching things to the right length " + ], + "Joke keywords": [ + [ + "" + ], + [ + "companies", + "rulers", + "align" + ], + [ + "companies", + "manufactured rulers", + "decided to", + "align" + ], + [ + "" + ], + [ + "ruler", + "align" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_2245", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "a battery can mean many of something or it can mean a literal electric battery ", + "This is a pun on the word 'battery' which in this context means an extensive series, sequence, or range of things, in this cases are thes tests. But 'battery' is more commonly known as a container consisting of one or more cells, in which chemical energy is converted into electricity and used as a source of power, which is what electricians deal with", + "The joke is a pun. Batteries are containers containing one or more cells of chemicals or 'battery acid' that is converted to electricity. Another meaning of the word 'battery' is an extensive series, sequence, or range of things.", + "", + "batteries are something that electricians deals with but in this case means a lot " + ], + "Joke keywords": [ + [ + "electrician", + "battery" + ], + [ + "electrician", + "battery", + "tests" + ], + [ + "To become", + "electrician", + "pass", + "battery of tests" + ], + [ + "" + ], + [ + "electrician", + "battery", + "tests" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_133", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "taut sounds like taught ", + "This is a pun on 'taught' which means show or explain to (someone) how to do something, but 'taut' is used in it's place because it sounds similar and it means stretched or pulled tight; not slack, like rope can be ", + "The joke is a pun. 'Taut' is a word that means a rope is being pulled on both ends and it is tight. 'Taut' sounds like 'taught', which refers to learning from a teacher or some form of instruction.", + "", + "" + ], + "Joke keywords": [ + [ + "rope", + "taut" + ], + [ + "learn", + "rope", + "taut" + ], + [ + "learn", + "rope tricks", + "have to be", + "taut" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_24", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'retire' which commonly means to leave one's job and cease to work, typically upon reaching the normal age for leaving employment. But 'retire' is also being used because it sounds like re-tire as in putting a new tire on a car like a mechanic would", + "The joke is a pun. 'Retire' is a word that means to leave employment and live off of savings. 'Re-tire' could mean to replace a tire on a car.", + "Retire has the word tire in it, and mechanics often replace tires on cars.", + "mechanics deals with tires " + ], + "Joke keywords": [ + [ + "" + ], + [ + "mechanics", + "die", + "retire" + ], + [ + "MECHANICS", + "die", + "retire" + ], + [ + "OLD MECHANICS", + "never die", + "retire" + ], + [ + "mechanics", + "retire" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_619", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "drive can mean driving the ball in golf or it can mean driving a car", + "This is a pun on 'drive' which means 2 different things in golf and racing. In golf, 'drive' means is a long-distance shot played from the tee box, intended to move the ball a great distance down the fairway towards the green, and in racing 'drive' means operate and control the direction and speed of a motor vehicle.", + "The joke is a pun. 'Drive' has two meanings here. One is to operate a car, while the other is the form of a swing in golf to hit the ball a good distance.", + "Racing is also driving, and a drive in golf is when you swing the club forward to make a long shot.", + "drive is a term used to hit the golf ball " + ], + "Joke keywords": [ + [ + "racer", + "golfer", + "drive" + ], + [ + "racer", + "golfer", + "drive" + ], + [ + "racer", + "also", + "golfer", + "knew", + "how to", + "drive" + ], + [ + "racer", + "golfer", + "drive" + ], + [ + "golfer", + "drive" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_492", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1072", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 1, + 3 + ], + "Natural language explanation": [ + "hardened means tought but it can refer to the hardening of cement ", + "This is a pun on 'hardened' which in this context means having become or been made hard or harder, like what would eventually happen if you fell into wet cement. But 'hardened' can also mean experienced in a particular job or activity and therefore not easily upset by its more unpleasant aspects, like those criminals who have spent a lifetime devoted to crime", + "The joke is a pun. The phrase 'hardened criminal' is a term that is used to describe the stubborn criminals that continue to break the law. Wet cement eventually dries and hardens into solid stone.", + "A hardened criminal is a criminal who has done time, and cement hardens upon being poured out.", + "wet cement turns hard over time " + ], + "Joke keywords": [ + [ + "thief", + "cement", + "hardened criminal" + ], + [ + "theif", + "cement", + "hardened" + ], + [ + "thief", + "fell in", + "wet cement", + "became", + "hardened criminal" + ], + [ + "thief fell", + "wet cement", + "hardened criminal" + ], + [ + "wet", + "cement", + "hardened", + "criminal" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1383", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "rattled sounds like rattlesnake ", + "This is a pun on 'rattled' which in this context means to cause (someone) to feel nervous, worried, or irritated, like if you were bitten by a poisonous snake, but 'rattled' is also being used because a rattle snake is a famous type of poisonous snake", + "The joke is a pun. To be 'rattled' is to be shaken or slightly traumatized after an event. One type of venemous snake is called a 'rattle snake'.", + "This pun is using the word rattle in reference to being rattled or scared/spooked, where a rattle can also refer to a rattlesnake which is a famously venomous snake.", + "rattle snakes are a type of snakes " + ], + "Joke keywords": [ + [ + "snake", + "rattled" + ], + [ + "snake", + "struck", + "rattled" + ], + [ + "poisonous", + "snake", + "struck", + "really rattled" + ], + [ + "poisonous snake", + "stuck at me", + "rattled" + ], + [ + "poisonous", + "snake", + "rattled" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1219", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "", + "This is a pun on 'chickened out' which in this context means man got too scared to invest and backed out, but it's also being used because chickens are a type of poultry", + "The joke is a pun. A poultry farm is one that primarily raises chickens. To 'chicken out' is a phrase that means to cowardly back out of a decision.", + "A poultry farm is a farm where chickens are raised. ", + "poultry is just another word for chicken " + ], + "Joke keywords": [ + [ + "" + ], + [ + "invest", + "poultry", + "chickened" + ], + [ + "almost", + "invest in", + "poultry farm", + "but", + "chickened out" + ], + [ + "invest", + "poultry farm", + "chickened out" + ], + [ + "poultry", + "chickened" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1196", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 2, + 3 + ], + "Natural language explanation": [ + "bonding sounds like bond ", + "This is a pun on 'bonding' which in this context means having the function or effect of establishing a relationship or link with someone based on shared feelings, interests, or experiences, but 'bonding' is also being used here because the main character of 007 movies is named James Bond", + "The joke is a pun. The name of the main character in the 007 films is 'James Bond'. A bonding experience is one where people connect and enjoy each others company.", + "007 refers to the James Bond film series, as he is agent 007. Bonding has the word bond in it.", + "the main character in these movies is called james bond " + ], + "Joke keywords": [ + [ + "007", + "bonding" + ], + [ + "family", + "007", + "bonding" + ], + [ + "family", + "watch", + "007 movie", + "bonding experience" + ], + [ + "family", + "watch", + "007 movie", + "bonding experience" + ], + [ + "007", + "movie", + "bonding" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_39", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 3, + 1, + 3 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'wrong on so many levels' which means wrong in many ways, to a great degree, or to the point of being disturbing. However, the phrase is also being used because 'levels' is also defined as a flat tract of land, which parking garages are made up of", + "The joke is a pun. The phrase 'wrong on so many levels' generally means something was varying degrees of terrible. 'Levels' may actually refer to the 'levels' or different floors of a parking garage.", + "A parking garage is composed on levels, and wrong on so many levels just means it's wrong in a variety of ways. ", + "parking garage has a lot of levels " + ], + "Joke keywords": [ + [ + "" + ], + [ + "crime", + "garage", + "levels" + ], + [ + "crime", + "in", + "parking garage", + "wrong on so many levels" + ], + [ + "crime", + "parking garage", + "wrong", + "so many levels" + ], + [ + "crime", + "parking", + "garage", + "levels" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_851", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "secant sounds like second ", + "This is a pun on the phrase 'without a second to lose' meaning you completed a task using every minute of the alotted time. However, 'secant' is used in place of 'second' because it sounds similar and because 'secant' refers to the ratio of the hypotenuse to the shorter side adjacent to an acute angle (in a right-angled triangle); the reciprocal of a cosine, which I'm guessing is realted to trigonometry (I never took it)", + "The joke is a pun. 'Secant' sounds like 'second' the unit of measuring time. A 'secant' in mathematics is the ratio of the hypotenuse to the shorter side adjacent to an acute angle (in a right-angled triangle); the reciprocal of a cosine.", + "Secant is a concept in mathematics, and it sort of sounds like second - as in a second to lose", + "" + ], + "Joke keywords": [ + [ + "trigonometry", + "secant" + ], + [ + "trigonometry", + "secant", + "lose" + ], + [ + "finished", + "trigonometry exam", + "without", + "secant to lose" + ], + [ + "trigonometry exam", + "secant to love" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1341", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_2242", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "degrees can mean education or a measurment of temperature ", + "This is a pun on 'degrees' which in this context initially refers to an academic rank conferred by a college or university after examination or after completion of a course of study, or conferred as an honor on a distinguished person, but it's also being used because another definition for degrees is a unit in any of various scales of temperature, which is what weather forecasters deal with", + "The joke is a pun. Weather forecasters tell the weather which includes the average temperatures of the day, measured in units called 'degrees'. Another meaning of 'degree' could be a diploma from a college or unversity.", + "Degrees here is being used in context of temperature and also a degree one might receive from a university or school.", + "the weather has aa numbered degree to tell if its cold or hot " + ], + "Joke keywords": [ + [ + "Weather", + "degrees" + ], + [ + "forecasters", + "lots", + "degrees" + ], + [ + "Weather forecasters", + "have", + "degrees" + ], + [ + "Weather forecasters", + "lots of degrees" + ], + [ + "weather", + "forcaster", + "degrees" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_716", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1268", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + "", + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1543", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on 'execution' which in the terms of the electric chair means the carrying out of a sentence of death on a condemned person, but in computer terms 'execution' can also mean the performance of an instruction or program.", + "The joke is a pun. An electric chair is one method of 'execution' for criminals sentenced to death. In programming, 'execution' means the running of the program.", + "This joke is using the word execution in regards to a computer program action, and also the idea of execution by electric chair.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "computer", + "electric chair", + "execution" + ], + [ + "computer program", + "attached to", + "electric chair", + "execution", + "checked carefully" + ], + [ + "computer program", + "electric chair", + "execution" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_2158", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "degrees tell if something is hot or cold " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "fahrenheit", + "degrees" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_516", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "charge can mean give it electrical power or it can mean use a charge card to buy it ", + "This is a pun on 'charge' which in the context of batteries means store electrical energy in a battery or battery-operated device. But 'charge' is also being used because it can also mean record the cost of something as an amount payable by (someone) or on (an account).", + "", + "", + "after the battery runs out you normally cant charge it " + ], + "Joke keywords": [ + [ + "battery", + "charge" + ], + [ + "buying", + "battery", + "charge" + ], + [ + "" + ], + [ + "" + ], + [ + "battery", + "charge" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_55", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "", + "This is a pun on 'crummy', which usually means to feel unwell. But in it's alternate spelling 'crumby' refers to food crumbs which is what you get often in baked goods ", + "The joke is a pun. Feeling 'crummy,' generally means 'feeling bad' or 'unhappy'. Baked foods items like cookies tend to crumble and break, leaving behind crumbs, and might make an area 'crummy'.", + "Crummy sounds like crumb, as in cookie crumbs or baked good crumbs.", + "cookies leaves crumbs " + ], + "Joke keywords": [ + [ + "" + ], + [ + "burning", + "cookies", + "crummy" + ], + [ + "burning", + "cookies", + "baker", + "felt", + "crummy" + ], + [ + "batch of cookes", + "baker", + "crummy" + ], + [ + "burning", + "crummy", + "cookies" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_590", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "the implication is that noon is too early for a rational person to leave ", + "", + "", + "", + "noon is consider 12 so you'll always miss the 5 rush " + ], + "Joke keywords": [ + [ + "rush", + "noon" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "5 o'clock", + "noon" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1070", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. To 'hold forth' is to talk lengthily, assertively, or tediously about a subject. The speaker is likely in fourth place in a race, based on the context, and they sound like they want to hold their position in fourth place, or 'hold fourth'.", + "", + "five is after foruth " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "won' t finish", + "fifth place", + "held forth" + ], + [ + "" + ], + [ + "fifth", + "forth", + "place" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_2217", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. To 'venture' is to take a risky or daring journey or undertaking. A start-up is a 'business venture' where new business is formed with a plan and expectation that financial gain will follow.", + "Ventured has the word venture in it, as in venture capital which is used to fund a start up company.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "invested", + "hi - tech", + "startup", + "ventured" + ], + [ + "hi - tech startup", + "ventured" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1508", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 3 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. Lemons are sour or bitter tasting fruit. To say something 'bitterly' is to say it in an angry, hurt, or resentful way.", + "", + "lemons are kniown to be sour and bitter " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "out of lemons", + "said bitterly" + ], + [ + "" + ], + [ + "lemons", + "bitterly" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_124", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_751", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "C sounds like see ", + "", + "The joke is a pun. 'C' is the name of a commonly used programming language, and the name said out loud sounds just like the word 'see'. They don't die, they just lose their vision I guess.", + "C+ is a coding language used by computer programmers.", + "" + ], + "Joke keywords": [ + [ + "programmers", + "C" + ], + [ + "" + ], + [ + "programmers", + "die", + "can' t C as well" + ], + [ + "Old Programmers", + "never die", + "can't C" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_943", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "leaf can mean to look through a book or it can mean a leaf on a tree ", + "This is a pun on the phrase 'leaf through' which means to turn the pages of a book, a magazine, etc. However, it's also being used because landscappers deal with actual leafs ", + "The joke is a pun. To 'leaf through' a magazine is to flip through the pages and just lightly skim over some of the pages without intently reading the whole thing. 'Leaf' is the singular form of the word 'leaves' which are the green parts that grow on trees and other plants to capture energy from sunlight.", + "", + "leafs are something you can find in the garden " + ], + "Joke keywords": [ + [ + "gardening", + "leaf" + ], + [ + "landscaper", + "magazines", + "leaf" + ], + [ + "landscaper", + "thought", + "gardening magazines", + "fun to", + "leaf through" + ], + [ + "" + ], + [ + "landscaper", + "gardening", + "leaf" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_35", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'humorlessly' which means not in a funny or amused manner, but it's also being used because the identical sounds 'humerus' is the name for the bone in your arm", + "The joke is a pun. To say something 'humorlessly' is to say it in a serious way without any humor or jokes. 'Humorous' sounds like 'humerus' which is the name of a bone in the body, so 'humorlessly' sounds almost like they are 'humerus-less', as they are going to be missing a bone.", + "The humerus is a bone in the upper arm, and humorlessly sounds like it has the word humerus in it.", + "the funny bone is a bone in the body " + ], + "Joke keywords": [ + [ + "" + ], + [ + "bone", + "arm", + "humorlessly" + ], + [ + "doctors", + "remove", + "bone", + "from", + "arm", + "said", + "humorlessly" + ], + [ + "remove", + "bone", + "arm", + "humorlessly" + ], + [ + "doctor", + "bone", + "humorlessly" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1585", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_201", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "descent sounds like decent ", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "heir", + "descent" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_178", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "clicked can mean they figured it out or it can mean the seatbelt latched ", + "this is a pun on 'it clicked' which bascailly means you finally figured out how to do something, but it's also being used because when you fasten your seatbelt it often makes a click sound", + "The joke is a pun. Usually when fastening a seatbelt in a car for example, the part of the belt that connects will make a 'click' noise as it locks in. To say that something 'clicked' may also mean that the person suddenly figured out the correct way to do something.", + "Seatbells click when they are correctly fastened, and when something clicks, it means it suddenly makes sense.", + "seatbelts click when they are on " + ], + "Joke keywords": [ + [ + "seatbelt", + "clicked" + ], + [ + "fasten", + "seatbelt", + "clicked" + ], + [ + "couldn' t", + "figure out", + "how", + "fasten", + "seatbelt", + "Then", + "it clicked." + ], + [ + "fasten", + "seatbelt", + "clicked" + ], + [ + "seatbelt", + "click" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1014", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 0 + ], + "Natural language explanation": [ + "back up can mean reverse or it can mean second in like for something ", + "This is a pun on the phrase 'backup man' which is usually meant to mean a peson who you have on reserve in case you need them, but it's also being used because when you drive in reverse you're backing up", + "The joke is a pun. To drive in reverse is also called to 'back up'. Being the 'back up' person means that they are there for support in case the primary person needs help.", + "Driving is reverse is also called backing up, and a back up man is someone who is on standby or a back up to fill in.", + "" + ], + "Joke keywords": [ + [ + "reverse", + "backup" + ], + [ + "drive", + "reverse", + "backup man" + ], + [ + "only", + "knew", + "how", + "drive", + "fork lift", + "reverse", + "the backup man" + ], + [ + "drive", + "forklift", + "reverse", + "backup man" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_1050", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "", + "This is a pun on 'mittens' which are gloves with two sections, one for the thumb and the other for all four fingers and are usually made of wool. It's being used because cats give birth to kittens which sounds similar to 'mittens'", + "", + "", + "mitten are made out of wool " + ], + "Joke keywords": [ + [ + "" + ], + [ + "cat", + "wool", + "mittens" + ], + [ + "" + ], + [ + "" + ], + [ + "wool", + "mitten" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "hom_1539", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'disconnected' which means having a connection broken, but it can also mean lacking contact with reality", + "The joke is a pun. Telephone operators connect phone callers to each other. To lose a connection could also be stretched to mean death.", + "Telephone operators connect people to calls. ", + "you can disconnect from the phone " + ], + "Joke keywords": [ + [ + "" + ], + [ + "operators", + "die", + "disconnected" + ], + [ + "TELEPHONE OPERATORS", + "die", + "become disconnected" + ], + [ + "OLD TELEPHONE OPERATORS", + "never die", + "disconnected" + ], + [ + "operators", + "disconnected" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 0 + ] + }, + { + "ID": "het_104", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "Pensive means to be deep in thought, which an author would be in when coming up with a story. Pensive also has a the word pen in it, which is a writing implement.", + "Pensive means thoughtful. A pen is a writing tool that authors use to write down their thoughts. Authors are thoughtful and use pens. The joke is playing on the word \"pensive\" and the word \"pen\" that we see in it.", + "The joke is saying that the cat had mittens instead of kittens", + "pen is in the word pensive which authors use to write ", + "This is a play on words. The word \"pensive\" means reflecting in deep thought but a \"pen\" is an instrument used for writing." + ], + "Joke keywords": [ + [ + "authors", + "pensive" + ], + [ + "authors", + "pensive" + ], + [ + "cat", + "mittens" + ], + [ + "authors", + "pensive" + ], + [ + "Authors", + "PENsive" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1278", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 3, + 1 + ], + "Natural language explanation": [ + "", + "Meddlingly means to interest oneself in someting that they have no business in. Bronze is a medal type. A medal is a type of award that is a necklace made up of a circular piece of medal on a rope. \"Medal\" can be heard in \"meddlingly\". This joke is playing on the word \"meddlingly\". ", + "", + "medals are something you win in sports ", + "This is a play on words. The word \"meddlingly\" means expressing interest in something that's not one's concern but a \"medal\" is an award won from a contest, which comes in gold, silver or bronze." + ], + "Joke keywords": [ + [ + "" + ], + [ + "bronze", + "meddlingly" + ], + [ + "" + ], + [ + "won", + "bronze", + "meddlingly" + ], + [ + "won", + "bronze", + "meddlingly" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1807", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Streak is being used both to mean an unbroken series, and a band of hair differentiated by color.", + "A winning streak refers to a continuous succession of victories experienced. Streaks can refer to a hair coloring technique where thicker sections of hair are lightened using foil. This joke is playing on the word \"streak\" and its different uses.", + "Authors usually write with pens", + "you get streaks of colors in your hair when you color it ", + "This is a play on words. A winning \"streak\" means an uninterrupted sequence of success but a \"streak\" is also coloring added to hair." + ], + "Joke keywords": [ + [ + "athlete", + "colored", + "hair", + "winning streak" + ], + [ + "athlete", + "hair", + "winning streak" + ], + [ + "authors" + ], + [ + "colored", + "hair", + "streak" + ], + [ + "athlete", + "colored", + "hair", + "winning streak" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_671", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "Aiken is last name of Clay Aiken, a singer. It also sounds like aching, full of painful yearning and sorrow.", + "\"Aiken\" sounds like \"achin\" which means throbbing with pain. This person's hear starts aching when they hear Clay sing. Clay Aiken is a singer. The joke is playing on the singer's last name, Aiken, as it sounds like \"achin\". ", + "", + "", + "This is a play on words. The word \"aching\" means yearning or feeling intense emotion but \"Aiken\" is the name of famous singer Clay Aiken." + ], + "Joke keywords": [ + [ + "heart", + "aiken", + "clay" + ], + [ + "heart", + "aiken", + "Clay" + ], + [ + "" + ], + [ + "" + ], + [ + "heart", + "aiken", + "Clay sings" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2062", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "Winning streak refers to the streaks of color in her hair", + "", + "This is a play on words. To \"break down\" means to collapse or cease to continue but \"breaking down by age and sex\" refers to analyzing statistics which is what actuaries do." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "streak" + ], + [ + "" + ], + [ + "ACTUARIES", + "die", + "broken down by age and sex" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1227", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Take off is being used to mean both embark on rapid activity, and to begin flight, which is what airplanes do.", + "When something \"took off\" it means that it got really successful. When a plane \"took off\" it means that the plane successfully lifted off the ground and is flying in the air. This joke is playing on the term \"took off\".", + "This is a reference to the singer Clay Aiken, whose last name sounds like aching", + "planes take off into the sky ", + "This is a play on words. To \"take off\" means to become really successful but \"take off\" also refers to a plane beginning to take flight." + ], + "Joke keywords": [ + [ + "airplane", + "took off" + ], + [ + "airplaine", + "hobby", + "took off" + ], + [ + "heart", + "aiken", + "clay" + ], + [ + "airplane", + "hobby", + "took off" + ], + [ + "model airplane hobby", + "took off" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_455", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1221", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "Weakly means exhausted or without strength, and sounds like weekly, which means occuring every seven days.", + "\"Weakly\" is a homophone of \"weekly\". Weekly means every week. Weakly means, with low strength or vitality. Tom is saying he is always exhausted by Friday, which he states weakly, but its homohone weekly would also make sense. This joke is playing on the word \"weekly\" and \"weakly\".", + "The joke is implying that the airplane flew", + "weakly sounds like weekly if he's visiting them every Sunday ", + "This is a play on words. The word \"weakly\" means lacking strength or force but \"weakly\" sounds like \"weekly\" meaning something that occurs once every week, referencing how Friday occurs once every week." + ], + "Joke keywords": [ + [ + "exhausted", + "Friday", + "weakly" + ], + [ + "exhausted", + "Friday", + "weakly" + ], + [ + "model airplane" + ], + [ + "exhuasted", + "Friday", + "weakly" + ], + [ + "Friday", + "weakly" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_736", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "\"Peace\" and \"piece\" are homophones. A puzzle piece is a portion of a puzzle. Missing peace means peace that is not present. A missing piece means a section that is gone. Peace is tranquility, or a period of time where there's no war. This joke is playing on the word \"peace\" since it sounds like \"piece\". ", + "", + "peace sounds like piece ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "puzzle", + "missing peace" + ], + [ + "" + ], + [ + "piuzzle", + "peace" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_102", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Mail is letters and packages handled by the postal system, and sounds like male, a person is identified as a man", + "\"Mail bonding\" sounds like \"male bonding\" which is when men get together to do fine things to increase emotional closeness and build a strong friendship. In the joke, mail was used to replace \"male\" because the people discussed are postmen. Postmen delivery mail. Mail refers to letters or packages carried in the postal system. This joke is playing on the word \"mail\".", + "", + "postmen send mail to people ", + "This is a play on words. The word \"male\" refers to a person's gender but sounds like \"mail\" which is letters or packages delivered by the postal system." + ], + "Joke keywords": [ + [ + "postmen", + "mail" + ], + [ + "postmen", + "mail bonding" + ], + [ + "" + ], + [ + "postmen", + "mail" + ], + [ + "postmen", + "mail bonding" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_694", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "", + "", + "\"Missing peace\" is replacing \"missing piece\"", + "swimming can happen is deep water ", + "This is a play on words. The phrase \"deep trouble\" means a very difficult situation but \"deep\" also refers to deep waters where swimmers swim." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "puzzle" + ], + [ + "swimmers", + "deep" + ], + [ + "Swimmers", + "deep trouble" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1586", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "In toto is a slang term for in total, but is also being used literally, since the name of Dorothy's dog is Toto.", + "Toto is a place in Nigeria. The dog's name in the Wizard of Oz is Toto. This joke is playing on the word \"Toto\" as it's the name of the dog, and it's a place in Nigeria. ", + "Mail bonding is used in place of male bonding, assuming all the postal workers are male", + "", + "This is a play on words. The word \"total\" means all or the entirety of something but \"total\" sounds like \"Toto\" which is the dog in Wizard of Oz." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Wizard of Oz", + "food", + "toto" + ], + [ + "postmen", + "mail" + ], + [ + "" + ], + [ + "Dorothy' s dog", + "food entirely", + "in toto" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1636", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "Chopper is a nickname for helicopter. Choppers can also mean teeth in slang. This joke is playing on the word choppers because of its different meanings.", + "", + "helicopter is another word for chopper", + "This is a play on words. The word \"choppers\" refers to someone's teeth but a \"chopper\" is also another term for an airplane. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "helicopter pilots", + "never die", + "choppers" + ], + [ + "" + ], + [ + "helicopter", + "choppers" + ], + [ + "HELICOPTER PILOTS", + "die", + "lose their choppers" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1384", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "To vend is to engage in selling, which is a duty of a store clerk, and sounds like fend, to attempt something without assistance.", + "\"Fend for himself\" means to do things without help. The store clerk lost his job. \"Vend\" sounds close to \"fend\". Vend is used to replace fend because a kiosk can be a vending machine. This joke is playing on the word \"vend\".", + "", + "", + "This is a play on words. To \"fend\" for oneself means to be self-sufficient but \"fend\" sounds like \"vend\" which means to sell something, as one would at a mall kiosk." + ], + "Joke keywords": [ + [ + "store clerk", + "vend" + ], + [ + "store clerk", + "kiosk", + "vend for himself" + ], + [ + "" + ], + [ + "" + ], + [ + "kiosk", + "vend for himself" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1969", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "dentists pull teeth out ", + "This is a play on words. To \"lose one's pull\" means to become less impactful but \"pull\" also refers to how dentists sometimes need to pull teeth." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "dentists", + "pull" + ], + [ + "DENTISTS", + "die", + "lose their pull" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_672", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "\"The tops\" means the best, or of the highest quality. A bikini top is the part of the bikini that goes across the chest. This joke is playing on the word \"tops\".", + "\"Vend for himself\" replaces \"fend\" in the common phrase, as sellers are vendors", + "bikinis has tops and bottoms ", + "This is a play on words. To be \"the tops\" means something is the best but \"tops\" also refers to how bikinis are worn on the \"top\" or upper torso of one's body." + ], + "Joke keywords": [ + [ + "" + ], + [ + "bikinis", + "the tops" + ], + [ + "clerk", + "mall" + ], + [ + "bikinis", + "tops" + ], + [ + "bikinis", + "the tops" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1103", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "Walk is being used to mean both a baseball rule, which happens after four pitches are thrown out of the strike zone without the batter taking a swing and the player is awarded first base, and to mean exercising a dog.", + "In baseball, a walk is when a pitcher throws four pitches out of the strike zone, and the hitter swings at none of them, they can acquire first base. A dog is an animal that needs to get walked, as in go outside and walk on the sidewalk, for their well-being. The joke is playing on the word \"walk\" and its different meanings. ", + "", + "", + "This is a play on words. The term \"walked\" is a baseball term for when a pitcher throws four pitches outside the strike zone, allowing the batter to automatically advance to first base. However, \"walked\" also refers to taking a dog outside for a walk." + ], + "Joke keywords": [ + [ + "dog", + "baseball", + "walked" + ], + [ + "dog", + "baseball", + "walked" + ], + [ + "" + ], + [ + "" + ], + [ + "dog", + "baseball", + "walked" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_672", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "", + "", + "Bikinis are swim tops", + "board sounds like bored meetings can get boring ", + "This is a play on words. A \"chairman of the board\" means the principal officer of a corporation but \"bored\" means feeling weary due to disinterest." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "bikinis" + ], + [ + "meetings", + "chairman", + "bored" + ], + [ + "executive meetings", + "chairman of the bored" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_444", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "A walk is a baseball term, alluding to dogs always going for walks", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "dog", + "baseball" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_16", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "Bored is replacing the word board here, implying that the chairman is bored", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "chairman" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1488", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "An ore is a mineral from which a valuable constituant, such as gold or silver, can be mined. Ore sounds like or, a conjuction used to indicate an alternative.", + "Ore is a type of rock that contains valuable minerals. You can find gold in ore. \"Ore\" and \"or\" are homophones. \"Or\" is a conjunction that presents a different option in a situation. The joke is playing on the word \"ore\" and its homophone \"or\".", + "", + "", + "This is a play on words. The phrase \"either or\" means one or the other but \"or\" sounds like \"ore\" is a natural rock that contains valuable metals, like silver or gold." + ], + "Joke keywords": [ + [ + "gold or silver", + "ore" + ], + [ + "silver", + "gold", + "ore" + ], + [ + "" + ], + [ + "" + ], + [ + "silver or gold", + "either ore" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1647", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 4, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A play on the phrase order in the court, which is a directive by a judge. Odor, a quality that is perceived by smell, and sounds like order.", + "\"Odor in court\" sounds a lot like \"order in court\". \"Odor\" is used to replace \"order\" because the skunk that walked into court is the subject in the conversation. A skunk is an animal that produces odor when defending itself. This joke is a play on the word \"odor\". ", + "The doll is of a maid, but was created (made) in the USA", + "skunks give off a bad odor ", + "This is a play on words. The phrase \"order in the court\" is a common expression used in a court of law. However, \"order\" sounds like \"odor\" referring to the strong smell skunks spread." + ], + "Joke keywords": [ + [ + "skunk", + "judge", + "odor" + ], + [ + "skunk", + "judge", + "odor in the court" + ], + [ + "doll" + ], + [ + "skunk", + "court", + "ordor", + "judge" + ], + [ + "skunk", + "odor in the court" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1786", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "A play on the phrase picked it up, an expression meaning to get into a habit, but also literally by training with the heavy weights", + "To pick something up means to adopt a pattern of behavior, or to start doing something. In weightlifting, people need to pick up weights in order to gain muscle. This joke is playing on the term \"picked up\". ", + "Silver and gold are both types of ores", + "weightlifting involes picking up heavy weights ", + "This is a play on words. The phrase \"picked it up\" means to learn or master a skill but \"picked it up\" also refers to how weightlifters literally pick up weights." + ], + "Joke keywords": [ + [ + "weightlifting", + "picked it up" + ], + [ + "weightlifting", + "picked it up" + ], + [ + "silver", + "gold", + "ore" + ], + [ + "weightlifting", + "picked", + "up" + ], + [ + "slow start", + "weightlifting", + "picked it up" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_19", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "Key is being used to mean both technique and a group of pitches in music. Tuning is used both to mean adjusting attention and to adjusting instruments. Octave, which is the interval between a pitch and another with double its frequency, sounds like active, which is to be in direct participation.", + "\"Octave\" sounds like \"active\". The person is saying they need to stay musically active, but replaces active with octave, in order to change performance ability. An octave is a series of eight notes. This joke is playing on the word \"octave\".", + "\"Odor\" is replacing \"order\" in the common phrase \"Order in the court\"", + "octave is a music term for music notes tones", + "This is a play on words. The word \"active\" means engaged in activity but sounds like \"octave\" which is a series of notes in music." + ], + "Joke keywords": [ + [ + "key", + "performance", + "tuning", + "octave" + ], + [ + "performance ability", + "criticism", + "musically octave" + ], + [ + "skunk", + "judge" + ], + [ + "changing", + "tuning", + "musically", + "octave" + ], + [ + "performance", + "staying musically octave" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1734", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "", + "I didn't \"veal well at all\" sounds like \"I didn't feel well at all\". Scallopini is a dish, and veal is the meat used in that type of dish. So, the joke is replacing \"feel\" with \"veal\" because they sound similar.", + "Weight lifting involves literally picking up weights", + "", + "This is a play on words. The phrase \"didn't feel well\" means someone is feeling sick but \"feel\" sounds like \"veal\" which is the meat of a calf, which is often used to cook the Italian dish scallopini." + ], + "Joke keywords": [ + [ + "" + ], + [ + "scallopini", + "veal well at all" + ], + [ + "weightlifting" + ], + [ + "" + ], + [ + "sick", + "scallopini", + "didn' t veal well" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_575", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "The word 'charged' here could have two meanings. The guys were caught and the wording 'be charged' makes it sound as if they are being tried in court for a crime. Battery acid is a chemical that gives an electrical charge to devices the battery is connected to. Being charged may mean they are energized with electricity, but that's just a joke, drinking battery acid is deadly.", + "Octave replaces the similar sounding active", + "batteries needs to be charged", + "This is a play on words. To be \"charged\" means someone is accused of a crime but \"charged\" here refers to being jolted with an electric charge, as would happen after drinking battery acid." + ], + "Joke keywords": [ + [ + "" + ], + [ + "caught", + "drinking", + "battery acid", + "will", + "be charged" + ], + [ + "performance" + ], + [ + "battery", + "charged" + ], + [ + "drinking battery acid", + "charged" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1132", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "A play on the phrase pays to be careful, which is to be cautious. Paste, a variety of glue, sounds like pays, part of the phrase.", + "This is a play on words. 'it paste to be careful' sounds a lot like 'it pays to be careful'. The phrase means it is more beneficial or valuable to be cautious.", + "scallopini is a meal that can use veal as a meat. In this joke, veal is replacing the word \"feel\"", + "paste sounds like pay ", + "This is a play on words. The word \"pays\" means the speaker is rewarded for doing a certain activity but \"pays\" sounds like \"paste\" wich is another word for glue." + ], + "Joke keywords": [ + [ + "glue", + "paste" + ], + [ + "glue", + "it paste to be careful" + ], + [ + "scallopini", + "veal" + ], + [ + "glue", + "paste", + "" + ], + [ + "use glue", + "paste to be careful" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_140", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "General is used to mean both involving a majority, an antonym of specific, and to mean a rank in the military.", + "The joke is a pun. 'General' here has two meanings--the first is an official commanding rank in the armed forces, while the second means 'broad', 'average', or 'overall'.", + "Batteries have a charge", + "generals is a type of ranking in the army ", + "This is a play on words. The word \"general\" means vague or non-specific but a \"General\" is also a rank in the army that often gives commands." + ], + "Joke keywords": [ + [ + "army", + "specific", + "general" + ], + [ + "Some commands", + "army", + "specific", + "others", + "General" + ], + [ + "battery acid" + ], + [ + "army", + "commands", + "general" + ], + [ + "commands", + "army", + "specific", + "General" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1627", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "The joke is a pun. To say something 'wistfully' means to say it with a feeling of vague or regretful longing. The word sound of the word 'whist' is in the first part of 'wistfully' and it is the name of a type of card game.", + "Paste (glue) here replaces the word pays", + "", + "This is a play on words. The word \"wistfully\" means with a feeling of regretful longing but \"whist\" is a card game." + ], + "Joke keywords": [ + [ + "" + ], + [ + "card game", + "said", + "wistfully" + ], + [ + "paste", + "glue" + ], + [ + "" + ], + [ + "card game", + "wistfully" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1084", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "The joke is a pun. A glazier is a person whose profession is fitting glass into windows and doors. Windows have an outer edge called a window pane. 'Pane' sounds the same as the word 'pain' meaning the feeling of hurt, or could be used to describe someone as annoying.", + "General here means both the ranking and to be less specific", + "", + "This is a play on words. The word \"pain\" means annoyance or aggravation but \"pain\" sounds like \"pane\" which is a sheet of glass fitted to a window, like one that a glazier would be in charge of fitting to the window." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Glazier's daughter", + "never", + "a pain to me" + ], + [ + "army", + "general" + ], + [ + "" + ], + [ + "Glazier' s daughter", + "pain to me" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1682", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "A play on the expression, to see in a new light, which means to make a reassessment of a person, it is also used literally, as the light bulb was literally a new light source.", + "The joke is a play on words. The lightbulb is an invention that creates light from electricity. To 'see someone in a new light' means to have a different point of view on them, or to see a side of someone that wasn't known about before.", + "", + "thomas edison is known for inventing the light bulb ", + "This is a play on words. To see something \"in a new light\" means to view something with a new perspective. However, here \"new light\" refers to how Thomas Edison was the first person to invent the light bulb." + ], + "Joke keywords": [ + [ + "light bulb", + "edision", + "new light" + ], + [ + "invented", + "light bulb", + "people", + "saw", + "Edison", + "in a new light" + ], + [ + "" + ], + [ + "invented", + "light bulb", + "edison" + ], + [ + "invented", + "light bulb", + "Edison", + "new light" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_88", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "Match is used to mean both a contest, and a small incendiary stick used to light fires, which a fire fighter would put out.", + "The joke is a pun. Fire fighters put out flames that have overtaken a building. A 'match' can mean both a round in a contest or competition, or it can refer to the small sticks that have flammable material that catches fire when struck against a surface.", + "", + "you need a match to start a fire ", + "This is a play on words. A \"match\" is a contest where people compete against each other but a \"match\" is also a tooling for starting fires." + ], + "Joke keywords": [ + [ + "contest", + "fire fighter", + "match" + ], + [ + "contest", + "fire fighters", + "called", + "a ' match'" + ], + [ + "" + ], + [ + "fire fighters", + "match" + ], + [ + "contest", + "fire fighters", + "' match'" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1433", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Measure up is used to mean both having the necessary qualifications and to literally take measurements of a person for suit fittings.", + "The joke is a pun. Making suits requires measuring the size of the person the suit is made for or at least following a common measurement for non-custom tailored suits. 'Measure up' is a phrase that means 'perform well' or 'rank well'.", + "To see in a new light is to see in a different way. This phrase is used to reference that Edison created the light bulb", + "a lot of measuring happens when making a custom suit ", + "This is a play on words. To \"measure up\" means to be good enough to do something. However, here \"measure up\" refers to measuring someone's body dimensions to determine their suit size. " + ], + "Joke keywords": [ + [ + "suits", + "measure up" + ], + [ + "wanted", + "make suits", + "could never", + "measure up" + ], + [ + "light bulb", + "edison" + ], + [ + "suits", + "measure" + ], + [ + "make suits", + "measure up" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_484", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "A fight is commonly called a match. A match is also an object used to light fires", + "", + "This is a play on words. Someone's mind being \"made up\" means they have made a firm decision. However, here \"made up\" means not true or a figment of one's imagination." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "fire fighters" + ], + [ + "" + ], + [ + "confuse", + "facts", + "mind is made up" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_156", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "A pistol is a handgun, often used as a form of prtoection, and also sounds like pistil, one of the reproductive parts of a flower.", + "The joke is a pun. The 'pisitl' is the female organs of a flower, comprising the stigma, style, and ovary. 'Pisitl' sounds similar to 'pistol' which is a gun.", + "", + "", + "This is a play on words. The word \"pistol\" means a small firearm but a \"pistil\" is part of a flower." + ], + "Joke keywords": [ + [ + "pistol", + "flower", + "protection" + ], + [ + "pistol", + "flower", + "protections", + "insects" + ], + [ + "" + ], + [ + "" + ], + [ + "pistol", + "flower", + "protections" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_75", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A play on the expression pedal to the metal, an expression that means to drive at fast speeds. Petal is a part of a flower, which a florist would work with, and it sounds like pedal.", + "The joke is a pun. A 'petal' is a leaf like part of a flower that makes up the colorful bloom part of the plant. 'Petal' sounds like 'pedal' which refers to a gas pedal in a car in the phrase 'pedal to the metal' which means to go as fast as possible.", + "To be made up and to be factual are two opposite things", + "flowers has petals ", + "This is a play on words. The phrase \"pedal to the metal\" means to work really hard or quickly but \"pedal\" sounds like \"petal\"which is the leaf of a flower." + ], + "Joke keywords": [ + [ + "florist", + "petal" + ], + [ + "florist", + "running behind", + "delivering", + "roses", + "put the petal to the metal" + ], + [ + "facts", + "made up" + ], + [ + "florist", + "roses", + "petal" + ], + [ + "florist", + "delivering", + "petal to the metal" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_804", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "", + "The joke is a pun. 'The final plunge' is a phrase that generally refers to doing something one final time, or could mean death. A 'plunger' is a tool used to unclog drains, typically in toilets.", + "The pistol is a part of a flower. Here, the joke alludes to a pistol, a type of gun", + "plumbers has to plunge the toilet when it gets stuck ", + "This is a play on words. Taking \"the plunge\" means to dive into a task but here \"plunge\" refers to a \"plunger\" which is a device plumbers use to unclog toilets." + ], + "Joke keywords": [ + [ + "" + ], + [ + "plumber", + "retired", + "took the final plunge" + ], + [ + "pistol", + "flower", + "insects" + ], + [ + "plumber", + "plunge" + ], + [ + "plumber retired", + "final plunge" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1566", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 3, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "An observation on a spelling rule, which the word weird does not follow. Weird is also being used to comment on the strangeness of the rule.", + "", + "The common phrase is put the pedal to the metal", + "", + "" + ], + "Joke keywords": [ + [ + "weird" + ], + [ + "" + ], + [ + "florst", + "roses" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1202", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Caerphilly is a town in Whales and sounds like the word carefully, doing something with care.", + "", + "Plumbers often have to plunge toilets", + "", + "This is a play on words. The word \"carefully\" means in a cautious deliberate way but \"Caerphilly\" is a town in Wales." + ], + "Joke keywords": [ + [ + "Welsh", + "Caerphilly" + ], + [ + "" + ], + [ + "plumber" + ], + [ + "" + ], + [ + "Welsh man", + "eat cheese", + "Caerphilly" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_822", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 3, + 3 + ], + "Natural language explanation": [ + "Pigments are non-soluble materials often used in painting, and pigment sounds like figment, which is something that is not real but someone believes it is.", + "The joke is a play on words. The word 'pigment' means a color, and sounds like 'figment' which in the phrase 'figment of your imagination' means it is an illusion made by one's own mind.", + "", + "figment sounds like pigment ", + "This is a play on words. A \"figment of one's imagination\" is something imagined or not real. However, \"figment\" sounds like \"pigment\" which is a colored material." + ], + "Joke keywords": [ + [ + "dream", + "color", + "pigment" + ], + [ + "dream", + "in color", + "pigment of your imagination" + ], + [ + "" + ], + [ + "color", + "pigment", + "" + ], + [ + "dream in color", + "pigment}imagination" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_334", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "A play on the idiom death and taxes, a cab driver drives taxis, which sounds like taxes. Cab drivers charge people for their services, a debt, which sounds like death.", + "The joke is a play on words. The phrase that was changed for the joke is 'one thing is certain in life; death and taxes', however 'taxes' sounds similar to 'taxis' so it was replaced. Cab drivers are taxi drivers.", + "Caerphilly, meant to sound like carefully, is a location in Whales", + "taxis sounds like taxes", + "This is a play on words. The jokes plays off the common expression \"the only sure thing in life is death and taxes\". However, \"taxes\" sounds like \"taxis\" which is the type of vehicle a cab driver operates." + ], + "Joke keywords": [ + [ + "cab driver", + "debt and taxis" + ], + [ + "cab drivers", + "debt and taxis" + ], + [ + "cheese", + "Welsh" + ], + [ + "cab driver", + "taxis", + "debt" + ], + [ + "only things sure", + "cab drivers", + "debt and taxis" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_220", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "Pigments are types of color, used to replace \"figment\" in the common phrase", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Color", + "dream", + "pigment" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1531", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "A prism is an optical element that refracts light, which an optical scientist would study. Prism sounds like prison, which a thief might be sentenced to.", + "The joke is a pun. Optical scientists experiment with the way light reflects and is percieved by the eye. A prism is an object that reflects light or splits it into the spectrum of the rainbow. 'Prism' sounds like 'prison'.", + "Taxis is used here to replace the similar sounding taxes", + "", + "This is a play on words. The term \"state prison\" is an institution owned by the state to incarcerate those accused of crimes But \"prison\" sounds like \"prism\" which is a glass object used in optical science." + ], + "Joke keywords": [ + [ + "optical scientist", + "prism" + ], + [ + "optical scientist", + "stole", + "colleague' s bifocals", + "sentenced", + "three years", + "state prism" + ], + [ + "cab drivers", + "taxis" + ], + [ + "" + ], + [ + "optical scientist", + "stole", + "sentenced", + "state prism" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1047", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "Rex is a common name that sounds like wrecks, cars that are damaged and no longer functional, which would be stored at a junkyard. Rex works with wrecks.", + "The joke is a pun. A junk yard would likely have 'wrecks' of broken cars and other machinery or devices. 'Wrecks', sounds like the name 'Rex'.", + "", + "", + "This is a play on words. The word \"Rex\" is a person's first name but sounds like \"wrecks\" which means things that are damaged and destroyed, like how garbage is sent to the junkyard." + ], + "Joke keywords": [ + [ + "rex", + "junk yard" + ], + [ + "name", + "Rex", + "own", + "junk yard" + ], + [ + "" + ], + [ + "" + ], + [ + "name", + "Rex", + "junk yard" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_733", + "Understand the text?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1680", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "A cardiologist is a doctor who specializes in the heart and blood vessels. Lose heart is an expression meaning to become discouraged. A heart specialist loses heart.", + "The joke is a pun. Cardiologists are doctors that specialize in treatments for the heart. 'Losing heart' is a phrase means to lose faith or become hopeless about something. Taken literally, the phrase could mean to actually lose one's heart from their body somehow, and could imply death.", + "", + "a cardiologist who specializes in the study or treatment of heart diseases and heart abnormalities.", + "This is a play on words. The phrase \"lose heart\" means to become discouraged but here \"heart\" refers to the organ that pumps blood into the body, which cardiologists study." + ], + "Joke keywords": [ + [ + "cardiologists", + "die", + "lose heart" + ], + [ + "CARDIOLOGISTS", + "die", + "just lose heart" + ], + [ + "" + ], + [ + "cardiologists", + "heart" + ], + [ + "CARDIOLOGISTS", + "die", + "lose heart" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1503", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "Drawn is used to mean both be attracted to, and to literally make art.", + "The joke is a pun. To be 'drawn' to something is to be attracted to it. 'Draw' also means writing on paper or some surface with pencils or some other coloring or writing tool, and is the way much of art is made.", + "", + "art involves drawing ", + "This is a play on words. To be \"drawn to\" something means someone's attracted to or intrigued by something. However, here \"drawn\" means having produced an image by making lines and marks, as one does in art." + ], + "Joke keywords": [ + [ + "drawn", + "art" + ], + [ + "drawn to", + "art" + ], + [ + "" + ], + [ + "drawn", + "Art" + ], + [ + "drawn to", + "art" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "het_629", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "Alloy is the combining of metals, which mining companies would excavate, to make a stronger substance. Alloy sounds like ally, which is to side with, and two companies merging would be.", + "The joke is a pun. Mines yield precious materials such as metals or alloys. 'Alloys' sounds similar to 'allies' which generally means a cooperative partner or friend. Two companies merging would become allies.", + "", + "", + "This is a play on words. The word \"allies\" means people who work together or help each other in a given enterprise. But \"allies\" sounds like \"alloys\" meaning metals found in mines which are made from combining two or more metallic elements." + ], + "Joke keywords": [ + [ + "mining", + "mergerd", + "alloy" + ], + [ + "mining companies", + "merged", + "became", + "alloys" + ], + [ + "" + ], + [ + "" + ], + [ + "mining companies", + "merged", + "alloys" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_853", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "", + "The attempted joke is a pun. Shoe shiners 'buff' or polish shoes. 'Rebuffed' means to be rejected in an abrupt or ungracious manner. No real relation to death here.", + "Drawing (to be drawn) is a type of art", + "shoe cleaners buff and clean shoes", + "This is a play on words. The word \"rebuff\" means to reject someone in an ungracious manner but \"buffing\" is also the final step in the process of polishing a shoe." + ], + "Joke keywords": [ + [ + "" + ], + [ + "SHOE SHINE BOYS", + "die", + "just", + "rebuffed" + ], + [ + "art" + ], + [ + "shoe shine", + "rebuffered" + ], + [ + "SHOE SHINE BOYS", + "die", + "rebuffed" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2204", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "An alloy can be found while mining", + "plaster is used to create sculptures ", + "This is a play on words. The word \"plastered\" means very drunk but \"plastered\" here means covered in plaster, as a building's walls would be before they are painted." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "alloy", + "mining" + ], + [ + "painters", + "plastered" + ], + [ + "PAINTERS", + "die", + "plastered" + ] + ], + "Annotator_IDs": [ + 10, + 6, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1363", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. The word \"dribbling\" means to fall slowly in drops but here \"dribbling\" means to travel with the ball during a game of basketball." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "BASKETBALL PLAYERS", + "die", + "dribbling" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1511", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_107", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "esteme sounds like steam ", + "", + "", + "", + "This is a play on words. To \"let off steam\" means releasing pent up energy or emotion but \"steam\" sounds like \"esteem\" meaning respect and admiration." + ], + "Joke keywords": [ + [ + "praise", + "esteem" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "praise", + "let off esteem" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_370", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'for whom the bell tolls' which historrically means because none of us stands alone in the world, each human death affects all of us. Every funeral bell, therefore, tolls for thee\". However, 'Belle' is used in place of 'bell' because it sounds similar and because it means a beautiful girl or woman, especially the most beautiful at a particular event or in a particular group, likethe woman in question here", + "", + "", + "This is a play on words. The word \"bell\" is a hollow object which makes a musical note when struck but a \"belle\" is a beautiful woman." + ], + "Joke keywords": [ + [ + "" + ], + [ + "signal", + "chiming", + "belle" + ], + [ + "" + ], + [ + "" + ], + [ + "chiming", + "for whom the belle was tolling" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_83", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. Glue is used to join things together by adhering them. To join something back together would be to 'rejoin'. Another meaning of 'rejoin' is to say something in answer to a remark, typically rudely or in a discouraging manner.", + "Super glue is used to join two items together with strong durability. ", + "This is a play on words. The word \"rejoined\" means to join together again or reunite but here \"rejoin\" refers to how glue causes two objects to join or stick together. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Superglue", + "rejoined" + ], + [ + "Superglue!", + "rejoined" + ], + [ + "Superglue", + "rejoined" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_23", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "a burning question means a crutial issue or a question about literal burning ", + "This is a pun on 'burning questions' which usually means a pressing, urgent, or crucial issue, but it's also being used because 'burning' things are what fire chiefs deal with", + "The joke is a pun. Fire fighters douse fires in buildings. A 'burning question' is not something actually on fire, but it is a phrase that means 'an urgent or crucial issue under heated discussion.'", + "A burning question is a question that is so strongly desired to be asked. A fire chief is a chief of a fire department, managing fire fighters.", + "This is a play on words. A \"burning\" question means a critical issue under discussion but \"burning\" also means on fire, since firemen are in charge of putting out fires." + ], + "Joke keywords": [ + [ + "fire chief", + "burning questions" + ], + [ + "fire chief", + "burning", + "questions" + ], + [ + "fire chief", + "asked", + "burning questions" + ], + [ + "fire chief", + "burning questions" + ], + [ + "fire chief", + "burning questions" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_54", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'awful' which means very bad or unpleasant, but 'offal' is used in it's place because it sounds similar and because 'offal' is the entrails and internal organs of an animal used as food, which is something you'd find at a slaughterhouse ", + "", + "Offal is considerd leftover scraps of livestock and other meat products, and it sounds like awful. ", + "This is a play on words. The word \"awful\" means very bad or unpleasant but sounds like \"offal\" meaning the entrails of an animal used as food." + ], + "Joke keywords": [ + [ + "" + ], + [ + "health department", + "slaughterhouse", + "offal" + ], + [ + "" + ], + [ + "Health Department official", + "describe", + "mess", + "slaughterhouse floor", + "offal" + ], + [ + "mess", + "slaughterhouse", + "offal" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_2044", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "a suit can mean a lawsuit or it can mean clothing ", + "", + "The joke is a pun. A 'suit' in court is a court case. Otherwise 'suit' generally refers to the formal clothing typically worn by men.", + "A drycleaner cleans non-washable textiles such as suits. A suit in court refers to a lawsuit. ", + "This is a play on words. A \"suit\" is a lawsuit filed in a court of law but a \"suit\" is also a set of nice clothes cleaned at the dry cleaners." + ], + "Joke keywords": [ + [ + "dry cleaners", + "suits" + ], + [ + "" + ], + [ + "dry cleaners", + "suits", + "in court" + ], + [ + "dry cleaners", + "suits", + "court" + ], + [ + "dry cleaners", + "suits", + "court" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1556", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "foiled can mean your plans have been ruined or it can mean wrapped in foil ", + "This is a pun on the phrase 'foiled again' which means to prevent someone or something from being successful, but it's also being used because you usually wrap leftovers in tinfoil to store them ", + "The joke is a pun. 'Foiled again' is a phrase that is usually used to mean 'thwarted' or plans were 'undermined' by someone. Aluminum foil is generally used to wrap leftovers that are put in the fridge.", + "Leftover food is typically wrapped in tin foil, and foiled again basically means demised again, or fooled again.", + "This is a play on words. The word \"foiled\" means prevented from succeeding but \"foiled\" here refers to how leftovers are often wrapped up in aluminum foil." + ], + "Joke keywords": [ + [ + "leftover", + "foiled" + ], + [ + "leftover", + "foiled", + "again" + ], + [ + "leftover", + "said", + "foiled again" + ], + [ + "leftover", + "foiled again" + ], + [ + "leftover", + "foiled again" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_553", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'enough to sink a ship' which obviosuly means enough of somehing to sink a ship, but 'zinc' is used in it's place because it sounds similar to 'sink' and because it's a component used in the hull of ships", + "The joke is a pun. Galvanized hulls are coated in a layer of zinc. 'Zinc' sounds like 'sink'.", + "", + "This is a play on words. To \"sink\" means to be fully submerged in water but \"sink\" sounds like \"zinc\" which is a type of metal which galvanized materials are coated with." + ], + "Joke keywords": [ + [ + "" + ], + [ + "hull", + "zinc", + "ship" + ], + [ + "cost", + "galvanized hull", + "enough to", + "zinc a ship" + ], + [ + "" + ], + [ + "galvanized hull", + "zinc a ship" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1147", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 2, + 2 + ], + "Natural language explanation": [ + "draw can mean garner attention or it can mean to literally make marks ", + "This is a pun on 'draw attention' which means to rouse someone to notice something, to cause someone to focus on something, but it's also being used because you can also literally draw with pencils", + "The joke is a pun. Pencils are used to draw or write on paper or similar surfaces. To 'draw attention' means to gain the attention or interest of people.", + "Pencils can be used to draw with, and drawing attention means to atract attention or an audience.", + "This is a play on words. The phrase \"draw attention\" means to make someone notice something. However, here \"draw\" means to create a picture by making lines or marks, as one can do with pencils." + ], + "Joke keywords": [ + [ + "pencils", + "draw" + ], + [ + "manufacture", + "pencils", + "draw" + ], + [ + "plan", + "manufacture", + "pencils", + "didn' t", + "draw attention" + ], + [ + "plan", + "manufacture pencils", + "didn't draw attention" + ], + [ + "pencils", + "draw attention" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_540", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 1, + 2 + ], + "Natural language explanation": [ + "cycles can refer to bicycles or to a period of time ", + "This is a pun on 'go in cycles' which means a course or series of events or operations that recur regularly and usually lead back to the starting point, but it's also being used because the official word for bike is bikecycle", + "The joke is a pun. 'Bike' is a shorter word for 'bicycle', and sometimes they are referred to as 'cycles'. Another meaning of 'cycle' is a loop or repeating pattern, like annual sales.", + "A bike is composed of two wheels that cycle.", + "This is a play on words. The word \"cycles\" means a reguarly repeated series of events but a \"cycle\" is also another word for a bicycle." + ], + "Joke keywords": [ + [ + "Bike", + "cycles" + ], + [ + "bike", + "sales", + "cycles" + ], + [ + "Bike", + "sales", + "cycles" + ], + [ + "bike sales", + "cycles" + ], + [ + "Bike sales", + "cycles" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_923", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "Oscar wilde was a famous irish writer.", + "This is a play on words. The word \"wildly\" means spoken in a way that lacks restraint but \"Wilde\" is also the name of famous literary figure Oscar Wilde." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Oscar", + "wildly" + ], + [ + "Oscar", + "wildly" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_771", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "whey sounds like way", + "This is a pun on the phrase 'lose their way' which means no longer have a clear idea of one's purpose or motivation in an activity or business, but 'whey' is used in place of 'way' because it sounds similar and 'whey' is the liquid remaining after milk has been curdled and strained, which is need to make cheese", + "The joke is a pun. Whey is the watery part of milk that remains after the formation of curds. 'Losing' one's 'way' means to become lost or misguided.", + "", + "This is a play on words. The phrase \"lose their way\" means to become confused about where one is but \"way\" sounds like \"whey\" which is the liquid remaining after milk is curdled." + ], + "Joke keywords": [ + [ + "CHEESE", + "whey" + ], + [ + "cheese makers", + "die", + "whey" + ], + [ + "CHEESE MAKERS", + "die", + "lose their whey" + ], + [ + "" + ], + [ + "CHEESE MAKERS", + "die", + "lose their whey" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_42", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "mutter sounds like mother ", + "This is a pun on 'going home to mother' which in this context means that the wife was going to her moms as she was upset with her husband. But 'mutter' is used in place for 'mother' because to 'mutter' is to say something in a low or barely audible voice, especially in dissatisfaction or irritation.", + "", + "", + "This is a play on words. The word \"mutter\" means to speak in a low voice but sounds like \"mother\" meaning the female parent." + ], + "Joke keywords": [ + [ + "wife left", + "mutter" + ], + [ + "wife", + "left", + "mutter" + ], + [ + "" + ], + [ + "" + ], + [ + "going home", + "mutter" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1369", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 0, + 2 + ], + "Natural language explanation": [ + "navel can mean the belly button or it can mean on the seas ", + "This is a pun on 'navel maneuvers' which is referring to tasks relating to those in the navy, and it also being used because 'navel' is another term for belly button which is most prominent on belly dancers", + "The joke is a pun. The navel is the bellybutton area, and a belly dancer moves their belly in rhythm to music. 'Navel' sounds like 'naval' which refers to the navy and ships on the sea.", + "", + "This is a play on words. The word \"naval\" means related to the navy but a \"navel\" is the center of a person's belly." + ], + "Joke keywords": [ + [ + "Belly Dancer", + "navel" + ], + [ + "belly dancer", + "sailors", + "navel" + ], + [ + "Belly Dancer", + "popular", + "with", + "sailors", + "understood", + "navel maneuvers" + ], + [ + "" + ], + [ + "Belly Dancer", + "sailors", + "navel maneuvers" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1907", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a joke on the fact that lighthouses are used at night to guide sailors, so it's peculiar that a daughter of a lighthouse keeper wouldn't go out at night", + "The joke is a pun. A lighthouse keeps its light on at night so ships can see where the coast line is in the dark. 'Going out at night' can refer to a light, but it can also mean leaving one's home and going somewhere else.", + "", + "This is a play on words. To \"go out\" at night means to engage in social activities after dark. However, here not going out after dark refers to how lighthouse keepers stay at the lighthouse in the evenings to ensure ships don't crash into shore." + ], + "Joke keywords": [ + [ + "" + ], + [ + "lighthouse", + "daughter", + "night" + ], + [ + "Lighthouse keeper' s", + "daughter", + "never went out at night" + ], + [ + "" + ], + [ + "Lighthouse keeper' s daughter", + "never went out", + "night" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_2080", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'goes off without a hitch' which means to go as planned, but it's also being used because another way of saying 'getting married' is saying 'getting hitched'", + "The joke is a pun. To 'get hitched' is a term that means to get married. Something 'going off without a hitch' means it worked with no mistakes or errors.", + "Getting hitched is a term that means getting married, and divorce is the official and legal separation of marriage. Going off without a hitch might mean to go off without support from something.", + "This is a play on words. The phrase \"without a hitch\" means easily or without issue but getting \"hitched\" means to get married. So a divorce going off \"without a hitch\" means that a person getting divorced is no longer married." + ], + "Joke keywords": [ + [ + "" + ], + [ + "marriage", + "divorce", + "hitch" + ], + [ + "Marriage", + "hard", + "divorce", + "goes off without a hitch" + ], + [ + "Marriage", + "hard", + "divorce", + "off without a hitch" + ], + [ + "divorce", + "without a hitch" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1199", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1153", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "the ring can mean the boxing ring or the marriage ring ", + "This is a pun on 'the ring' which in this context is initally referring to a wedding ring, but it's also used because boxes fight in a ring ", + "The joke is a pun. 'The ring' can refer to both a wedding ring, or a boxing ring, which is an arena for boxing matches.", + "", + "This is a play on words. A \"ring\" is jewelry worn on the finger and often part of a marriage proposal but a \"ring\" is also the arena boxing matches take place in." + ], + "Joke keywords": [ + [ + "boxer", + "ring" + ], + [ + "boxer", + "married", + "ring" + ], + [ + "boxer", + "married", + "has the ring worry about" + ], + [ + "" + ], + [ + "boxer", + "married", + "ring" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_357", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'sucked' which means really bad, but it's also used because vacuum cleaners suck things up with it's hose", + "The joke is that 'it really sucked' can mean two things here. A vacuum cleaner sucks in air to collect dust. Something 'sucking' is a slang term for it being bad, unreliable, or generally not good.", + "Vacuum cleaners are used to suck up dust and debris, and when something sucks, it can also means it's not good.", + "This is a play on words. The word \"sucked\" means to be very bad but \"sucked\" also refers to how vacuum cleaners use suction to suck up dirt and debris from floors." + ], + "Joke keywords": [ + [ + "" + ], + [ + "vacuum", + "cleaner", + "sucked" + ], + [ + "expensive", + "vacuum cleaner", + "really sucked" + ], + [ + "new", + "vacuum", + "sucked" + ], + [ + "vacuum cleaner", + "sucked" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_491", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_637", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "frank can mean serious or it can mean like a frankfurter ", + "This is a pun on 'frank' which means open, honest, and direct in speech or writing, especially when dealing with unpalatable matters, but it's also being used because 'frank' is another term for hot dog", + "This joke is a pun. To answer 'frankly' is to answer in an open, honest, direct manner. A 'frank' is another word for a hotdog.", + "A hot dog can also be referred to as a frank. A frank tone is an honest tone.", + "This is a play on words. The word \"frank\" means open, honest and direct but a \"frank\" is also another word for a hot dog. " + ], + "Joke keywords": [ + [ + "hot dog", + "frank" + ], + [ + "hot dog", + "tone", + "frank" + ], + [ + "hot dog vendor", + "answered", + "tone", + "quite frank" + ], + [ + "hot dog vendor", + "tone", + "frank" + ], + [ + "hot dog vendor", + "tone", + "frank" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_427", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. 'Footage' generally refers to a recording or film of something. The person is talking about their shoes being the wrong size, so maybe they used the word 'footage' to sound like it was referring to their feet.", + "Footage refers to video recording, and it has the word foot in it. Shoes are worn on feet.", + "This is a play on words. The word \"footage\" means film but a \"foot\" is the part of the body you put shoes on." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "tripped", + "wearing", + "wrong size shoes", + "haven' t seen", + "the footage" + ], + [ + "tripped over", + "wearing", + "wrong size shoes", + "footage" + ], + [ + "tripped", + "wrong size shoes", + "footage" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_2058", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "intoxicating can mean to make drunk or it can mean captivating ", + "", + "The joke is a pun. 'Intoxicating' can be used to mean exhilarating or exciting. Alcoholic drinks make people intoxicated or drunk.", + "Beer contains alcohol, which intoxicates people when consumed. Intoxicating is also an adjective used to describe something irresistable or desireable. ", + "This is a play on words. The word \"intoxicating\" means exhilarating or exciting but \"intoxicating\" also means causing impairment due to alcohol consumption." + ], + "Joke keywords": [ + [ + "beer commercial", + "intoxicating" + ], + [ + "" + ], + [ + "make", + "beer commercial", + "sounds", + "intoxicating." + ], + [ + "beer commercial", + "intoxicating" + ], + [ + "beer commercial", + "intoxicating" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_586", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "designs on can mean a crush on or it can literally mean having a pattern drawn on them ", + "", + "", + "", + "This is a play on words. To have \"designs on\" means to have a secret desire for something. However, a \"design\" is also a visual pattern or decoration, which references the fact that tattoos are visual designs on a person's body." + ], + "Joke keywords": [ + [ + "tatoo", + "designs" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "tatoo artist", + "designs on", + "clients" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1447", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "I think this is a pun on the idea of fixed and flat rates. The term \"fixed rate\" is associated with the yield or accrual on interest-bearing items, such as bonds and loans. By contrast, \"flat rate\" describes a pricing model used by producers with respect to volume.", + "The joke is a pun. A 'flat rate' generally means a charge that is the same in all cases, not varying in proportion with something. One might only need a tire replaced if it deflated or has become 'flat'.", + "A flat tire requires fixing, and a flat rate is a rate that is fixed and doesn't change. ", + "This is a play on words. The term \"flat rate\" means a charge that is the same in all cases but a \"flat\" is also a term meaning a flat tire." + ], + "Joke keywords": [ + [ + "" + ], + [ + "tires", + "fixed", + "flat rate" + ], + [ + "Tires", + "fixed", + "flat rate" + ], + [ + "Tires", + "fixed", + "flat rate" + ], + [ + "Tires", + "flat rate" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1737", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'poached' which can mean to take or acquire in an unfair or clandestine way, but it's also used because 'poached' is a style of cooked eggs", + "The joke is a pun. 'Poaching' is illegal hunting, and stealing eggs might count as hunting. One way to cook an egg is 'poached'.", + "", + "This is a play on words. The word \"poached\" means stolen but \"poached\" is also a way of cooking eggs." + ], + "Joke keywords": [ + [ + "" + ], + [ + "stolen", + "eggs", + "poached" + ], + [ + "Stolen eggs", + "poached" + ], + [ + "" + ], + [ + "Stolen eggs", + "poached" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_767", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 3, + 0, + 2 + ], + "Natural language explanation": [ + "smart can mean hurt or smart can mean inteligence ", + "", + "The joke is a pun. Saying something 'smarts' means it hurts. Smart is also a word to describe someone as being intelligent. The doctor tells him to rub the ointment on his head to make him smarter.", + "", + "This is a play on words. The word \"smart\" means feeling a sharp, stinging pain but \"smart\" also means having a strong intelligence. The joke is that if the ointment make's the subject's arm smart, they should put the ointment on their head so their brain gets smarter." + ], + "Joke keywords": [ + [ + "smart", + "head" + ], + [ + "" + ], + [ + "Doctor", + "ointment", + "makes", + "arm", + "smart", + "rub", + "on", + "head" + ], + [ + "" + ], + [ + "ointment", + "arm smart", + "on your head" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1436", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'callously' which means in a way that shows an insensitive and cruel disregard for others; unfeelingly, but it's also used because the alternate spelling of 'callus' means a thickened and hardened part of the skin or soft tissue, especially in an area that has been subjected to friction, like you'd develop if your were rowing", + "The joke is a pun. Rowing with an oar may make one's hands develop 'calluses,' which are a thickened and hardened part of the skin or soft tissue, especially in an area that has been subjected to friction. To say something 'callously' means to say it in a way that shows an insensitive and cruel disregard for others; unfeelingly.", + "Rowing might give someone a callous on their hand due to tight grip and friction of the skin. ", + "This is a play on words. The word \"callously\" means spoken in a way that shows a cruel disregard for others but a \"callus\" is an area or hardened skin caused by friction, which often appear on people's hands after rowing." + ], + "Joke keywords": [ + [ + "" + ], + [ + "rowing", + "hands", + "callously" + ], + [ + "Rowing", + "hurts", + "hands", + "said", + "callously" + ], + [ + "Rowing", + "hands", + "callously" + ], + [ + "Rowing hurts", + "hands", + "callously" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1048", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "storey sounds like story ", + "This is a pun on 'make a long story short' which is used to indicate that you are providing just the basic facts rather than giving a lengthy explanation for something. However, 'storey' is used in place of 'story' because it sounds identically similar and because 'storey' refers to a part of a building comprising all the rooms that are on the same level, which is what architectures deal with", + "The joke is a pun. A storey is a part of a building comprising all the rooms that are on the same level, or an entire floor. 'Storey' sounds like 'story' which is some narrative or tale. The phrase said in the joke is usually 'make a long story short', but the word 'story' was replaced.", + "Architects design buildings, and a story refers to a section of a building in terms of height.", + "This is a play on words. The word \"story\" means an account of events but a \"storey\" is a level part of a building, which architects design." + ], + "Joke keywords": [ + [ + "" + ], + [ + "architect", + "long storey", + "short" + ], + [ + "architect", + "knows how", + "make a long storey short" + ], + [ + "architect", + "long story short" + ], + [ + "architect", + "long storey short" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_569", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'power corrupts' which means that whenever a person has power over other people or things, it makes him/her corrupt, but it's also being used because the electric company literally deals with power", + "The joke is a pun. An electric company provides electricity, or 'power'. The saying 'power corrupts' is referring to how people in high positions in businesses or government may not remain morally good, as the temptation to do bad things may be greater.", + "", + "This is a play on words. The word \"power\" means the ability to influence to actions of others but electric \"power\" is the rate at which electrical energy is transferred in a circuit." + ], + "Joke keywords": [ + [ + "" + ], + [ + "power", + "corrupts", + "electric" + ], + [ + "Power", + "corrupts", + "electric company" + ], + [ + "" + ], + [ + "Power corrupts", + "electric company" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1850", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. The word \"casually\" means spoken in a relaxed manner but \"casual\" here means casual or contract employment, which Is when an employee only works when they're needed." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "don' t work", + "regular basis", + "casually" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_166", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "capital can mean good or it can mean a capital city ", + "This is a pun on 'capitol' which in this context means the most important city or town of a country or region, usually its seat of government and administrative center, but the alternate spelling 'capital' is used to express approval, satisfaction, or delight.", + "The joke is a pun. The saying 'that's a capitol idea' means 'great thinking' or 'brilliant idea'. 'Capitol' or 'capital' is the central location of the governing body of a state or country.", + "", + "This is a play on words. A \"capital idea\" is a really good idea but a state \"capitol\" is a building where the state government's legislative body meets. Here, the idea to locate the mansion in Albany is a \"capitol\" idea because it's regarding the location of the state's capitol building." + ], + "Joke keywords": [ + [ + "governor' s mansion", + "capitol idea" + ], + [ + "locate", + "Albany", + "capitol" + ], + [ + "proposal", + "locate", + "governor' s mansion", + "Albany", + "New Yorkers", + "said", + "capitol idea" + ], + [ + "" + ], + [ + "proposal", + "governor' s mansion", + "Albany", + "capitol idea" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1139", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_81", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'get the boot' which means to removed from a place, but it's also being used because hikers wear boots", + "The joke is a pun. Hikers wear boots. 'Get the boot' is a saying that generally means being kicked out or excluded from something. Maybe it can mean death?", + "Getting the boot means you get kicked or removed. Hikers wear boots when hiking.", + "This is a play on words. To \"get the boot\" means to be kicked out but here \"boot\" refers to hiking boots." + ], + "Joke keywords": [ + [ + "" + ], + [ + "hikers", + "die", + "the boot" + ], + [ + "HIKERS", + "die", + "get the boot" + ], + [ + "OLD HIKERS", + "never die", + "get", + "boot" + ], + [ + "HIKERS", + "die", + "get the boot" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1359", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "magnate sounds like magnet ", + "", + "", + "", + "This is a play on words. The word \"magnate\" means a wealthy, influential person in business but \"magnate\" sounds like \"magnet\" which is an object that can stick to other metal objects. Magnets are commonly stuck to refrigerator doors, so the joke here Is that Westinghouse is a refrigerator magnate/magnet since his company made refrigerators." + ], + "Joke keywords": [ + [ + "George Westinghouse", + "magnate" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "George Westinghouse", + "refrigerator magnate" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1484", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "mourning sounds like morning ", + "", + "The joke is a pun. 'Mourning' means to feel or show deep sorrow or regret for (someone or their death), typically by following conventions such as the wearing of black clothes. Mourning sounds identical to 'morning' which means the time of day after sunrise and before noon. I suppose a heavy drinker would regret drinking so much when they are hung over the next morning.", + "", + "This is a play on words. The phrase \"morning\" after means the morning or daybreak after a hard night of drinking but \"morning\" sounds like \"mourning\" which means an expression of deep sorrow." + ], + "Joke keywords": [ + [ + "night", + "mourning" + ], + [ + "" + ], + [ + "drink", + "too much", + "at night", + "worry about", + "mourning", + "after" + ], + [ + "" + ], + [ + "drink too much", + "mourning after" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1138", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 1, + 0 + ], + "Natural language explanation": [ + "korma sounds like karma ", + "This is a pun on 'bad karma' which is when a person's negative or unethical behavior seems to result in negative consequences, like if you insulted someone you may get bad karma. However, 'korma' is used in it's place because it kind of sounds similar and because it's a dish originating in the Indian subcontinent, consisting of meat or vegetables braised with yogurt, water or stock, and spices to produce a thick sauce or gravy.", + "The joke is a pun. Korma is a mildly spiced Indian curry dish of meat or fish marinated in yogurt or curds. 'Korma' sounds like 'Karma' which is a belief in Hinduism and Buddhism that the sum of a person's actions in this and previous states of existence, viewed as deciding their fate in future existences.", + "Korma sounds like karma, as in your actions effect your fate. Korma is also an indian dish.", + "" + ], + "Joke keywords": [ + [ + "East Indian", + "Korma" + ], + [ + "east indian", + "chef", + "korma" + ], + [ + "Insulting", + "East Indian", + "chef", + "bring", + "bad Korma" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_221", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 3, + 1, + 3 + ], + "Natural language explanation": [ + "all right can mean fine or it can mean he's only got his right side ", + "This is a pun on the phrase 'all right' which means satisfactory but not especially good; acceptable. But the phrase is also being used because 'all right' could be interpreted as \"he's all right side, no left side\"", + "The joke is a pun. Saying someone is 'alright' means they are okay and recovered from whatever had happened to them. If someone loses their left side and somehow lives, you could say that they only have their right side, so all of them is right, or 'all right'.", + "The opposite of left is right, and being allright means you're okay.", + "This is a play on words. To be \"all right\" means in stable condition after an incident but here \"all right\" means the subject of the joke only has the right side of his body remaining because his left side was cut off." + ], + "Joke keywords": [ + [ + "left", + "right" + ], + [ + "left", + "cut off", + "all right" + ], + [ + "guy", + "whole", + "left side", + "cut off", + "all right", + "now" + ], + [ + "guy", + "left side", + "cut off", + "all right" + ], + [ + "left side", + "cut off", + "all right" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1330", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_161", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "hoot is the sounds owls make and it can also mean it was a lot of fun ", + "This is a pun on 'hoot' which can be used to mean 'a good time', but it's also used because 'hoot' is the sound owls make", + "The joke is a pun. 'Hoot' is the sound an owl makes. To say something is 'a hoot' means it was liked very much or was very successful.", + "Owls make a hoot sound, and a hoot is an enjoyable time.", + "This is a play on words. The word \"hoot\" means a good time but a \"hoot\" is also a sound that owls make." + ], + "Joke keywords": [ + [ + "owls", + "hoot" + ], + [ + "owl", + "convention", + "hoot" + ], + [ + "owls", + "convention", + "a real hoot" + ], + [ + "owls convention", + "hoot" + ], + [ + "owls convention", + "real hoot" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1412", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "margarine sounds like margin ", + "This is a pun on 'margine of error' which is a statistic expressing the amount of random sampling error in the results of a survey, but 'margarine' is used in it's place because it sounds somewhat similar and because 'margarine' is a spread used for flavoring, baking and cooking", + "The joke is a pun. Margarine is a butter substitute that is used in cooking. 'Margarine' sounds similar to margin, which would make sense in the phrase 'margin of error'. A margin of error is the room to make some mistakes.", + "cooking shows | little margarine of error", + "This is a play on words. The phrase \"margin of error\" means a small amount of wiggle room allowed in case of a miscalculation. However, \"margin\" sounds like \"margarine\" which is a butter substitute commonly used in cooking. " + ], + "Joke keywords": [ + [ + "margarine", + "error" + ], + [ + "cooking", + "margarine", + "error" + ], + [ + "cooking", + "shows", + "little", + "margarine of error" + ], + [ + "" + ], + [ + "cooking shows", + "little margarine of error" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_969", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "cook means to prepare food but cooked books mean the accounting is fraudulent ", + "This is a pun on the phrase 'cooked the books' which means to alter facts or figures dishonestly or illegally, like cooking the account information. But it's also used because restaurants usually cook things", + "", + "", + "This is a play on words. The phrase \"cook the books\" is slang for using accounting tricks to make a company's financial results look better than they really are. However, here \"cooking\" refers to the process of preparing meals in restaurants." + ], + "Joke keywords": [ + [ + "restaurant", + "cooked" + ], + [ + "accountant", + "restaurant", + "books", + "cooked" + ], + [ + "" + ], + [ + "" + ], + [ + "accountant", + "restaurant", + "books", + "cooked" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_995", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_288", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 3 + ], + "Natural language explanation": [ + "not a fan means they don't like it but a fan moves air around ", + "This is a pun on 'fan' which in this context means a person who has a strong interest in or admiration for a particular person or thing, in this case a fan of blowing air. 'Fan' is also being used here because it also means an apparatus with rotating blades that creates a current of air for cooling or ventilation", + "The joke is a pun. Fan has two meanings. Fans are devices that blow air. A fan can also mean an avid enjoyer of something. The person says they are not a fan themselves, which means they don't particularly like it, but they may mean they are not a literal fan for blowing air.", + "A fan blows air, and being a fan of something means you enjoy it or support it.", + "This is a play on words. The word \"fan\" is someone who has a strong interest in something but a \"fan\" is also a device that creates a current of air for cooling." + ], + "Joke keywords": [ + [ + "blowing", + "fan" + ], + [ + "blowing", + "air", + "fan" + ], + [ + "Some", + "people", + "enjoy", + "blowing air", + "not a fan myself" + ], + [ + "blowing air", + "lungs", + "not a fan" + ], + [ + "blowing air", + "lungs", + "not a fan" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_709", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "bale sounds like bail ", + "This is a pun on 'bail' which is the temporary release of an accused person awaiting trial, sometimes on condition that a sum of money be lodged to guarantee their appearance in court. However, the alternate spelling of 'bale' is used in it's place because it sounds exactly similar and because it is a bundle of paper, hay, cotton, etc., tightly wrapped and bound with cords or hoops.", + "The joke is a pun. 'Bail' is the money required to be paid for releasing someone who was apprehended for a suspected crime. Bail sounds like 'bale' which is a bundle of hay or grass that is typically found on a farm.", + "A hay farmer is someone who farms with hay, or bale, and bale sounds like bail as in a fee to get released from prison.", + "This is a play on words. The term \"on bail\" means the temporary release of an accused person awaiting trial but a \"bale\" is a bundle of hay." + ], + "Joke keywords": [ + [ + "hay", + "bale" + ], + [ + "farmer", + "jail", + "bale" + ], + [ + "hay", + "farmer", + "jail", + "get out on bale" + ], + [ + "hay farmer", + "jail", + "bale" + ], + [ + "hay farmer", + "jail", + "on bale" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "het_1445", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1657", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_553", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'dig' which in this context means to like, appreciate, or understand. But it's also being used because it can also mean to make (a hole, grave, etc.) by breaking up and moving earth.", + "The joke is a pun. Graveyard workers dig holes for coffins to be lowered into. Saying you 'dig' your job is a way of saying you enjoy it.", + "A graveyard worker is someone who probably digs holes for coffins and graves. To dig a job means you enjoy it.", + "This is a play on words. To \"dig\" something means to really enjoy it but \"dig\" also means to dig a hole as one would when digging a grave." + ], + "Joke keywords": [ + [ + "" + ], + [ + "graveyard", + "dig", + "jobs" + ], + [ + "Graveyard workers", + "dig their jobs" + ], + [ + "Graveyard workers", + "dig", + "jobs" + ], + [ + "Graveyard workers", + "dig their jobs" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 1 + ] + }, + { + "ID": "hom_1512", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "Element is used to mean both the resitance wire used to generate heat in stove tops, and to mean an environment suited to his talents.", + "", + "", + "", + "This is a play on words. To be \"in his element\" means someone's in a situation where they are comfortable and do well. However, an \"element\" is also a term for a device on a stove top." + ], + "Joke keywords": [ + [ + "inventor", + "stove top", + "element" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "inventor", + "stove top", + "in his element" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_31", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "", + "A hotel is a building that travelers can temporarily stay in to sleep and get a meal. A hostel is a a lot like a hotel but cheaper. Hostel sounds like hostile. Hostile means unfriendly, or antagonistic.The joke is playing on the word \"hostel\" because it sounds like \"hostile\" and they won't stay at friendly hotels.", + "Hostels are a type of living space for tourists. To be hostile is to be unfriendly", + "hostels are similar to hotels but also means rude ", + "This is a play on words. The word \"hostile\" means unfriendly or antagonistic but a \"hostel\" is a place that provides low-cost short term lodging." + ], + "Joke keywords": [ + [ + "" + ], + [ + "friendly", + "hotels", + "hostel people" + ], + [ + "hotels", + "hostel" + ], + [ + "hotel", + "friendly", + "hostel" + ], + [ + "friendly hotels", + "hostel people" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_631", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "Government grants are a type of assistance from the government. Since Grant works for the government, he is also a government Grant", + "", + "This is a play on words. The word \"Grant\" is a common first name but a government \"grant\" is funding provided by the government." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "government" + ], + [ + "" + ], + [ + "named Grant", + "government grants" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1020", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "A coffin is a box in which a corpse is buried, and coffin sounds like coughing, a symptom of a cold.", + "A coffin is a box that the deceased are put into before they are buried. \"Coffin\" sounds like \"coughin\". \"Coughin\" or \"coughing\" is a bodily action characterized by air expelling from the lungs and throat aggressively. This joke is playing on the phrase \"coffin to death\" because it sounds like \"coughin' to death\". ", + "Coffin, referring to a casket, is replacing \"coughing\" as the speaker thought they were dying", + "coffin sounds like coughing ", + "This is a play on words. The word \"coughing\" is a symptom of a cold but sounds like \"coffin\" which is a long box where a dead body is buried." + ], + "Joke keywords": [ + [ + "cold", + "coffin", + "death" + ], + [ + "bad cold", + "coffin to death" + ], + [ + "coffin", + "cold", + "death" + ], + [ + "cold", + "coffin", + "death" + ], + [ + "bad cold", + "coffin to death" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1404", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "To get in a flap means to get upset, or unhappy about something. Flaps can also refer to cloth that is hinged on one side that cover an opening. A tent is a shelter made from fabric, and has flaps. This joke is playing on the word \"flaps\" and its different meanings.", + "", + "", + "This is a play on words. To get \"in a flap\" means to be angry or unhappy but a \"flap\" is also a piece of canvas that can be drawn back to provide entrance to a tent." + ], + "Joke keywords": [ + [ + "" + ], + [ + "trouble", + "tents", + "flap" + ], + [ + "" + ], + [ + "" + ], + [ + "making tents", + "into a flap" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2238", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Legend is used to mean both a person propelled to mythical status, and to the reference area that shows what various sympols mean on a map.", + "A geographer is someone that studies the physical features of the earth and its atmosphere. A geographer uses maps in their line of work. A map is a picture that details an area. A legend can refer to a diagram on a map explaining the symbols on the map. Legends is its plural form. A legend can also mean someone that is famous. This joke is playing on the word \"legends\" and its different uses.", + "", + "ledgends are found on maps ", + "This is a play on words. The word \"legend\" means a famous or notorious person but a \"legend\" is also a table of symbols printed on a map." + ], + "Joke keywords": [ + [ + "Geographers", + "die", + "legends" + ], + [ + "geographers", + "legends" + ], + [ + "" + ], + [ + "geographers", + "ledgens" + ], + [ + "GEOGRAPHERS", + "die", + "become legends" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_832", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2213", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "A teddy is a type of lingerie", + "", + "This is a play on words. The word \"Teddy\" is a common first name but a \"teddy\" is also a clothing item of lingerie. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Teddy", + "lingerie" + ], + [ + "" + ], + [ + "name", + "Teddy", + "lingerie" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1640", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "\"Wrote\" and \"rote\" are homophones. Rote memory is a learning technique where one repeats certain facts until it is instilled in their memory. This joke is playing on the word \"wrote\" because it sounds like \"rote\" which relates to a learning technique.", + "", + "its not memory if you have to write it ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "memory", + "wrote" + ], + [ + "" + ], + [ + "memory", + "wrote" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1440", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1403", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. The word \"agreed\" means to express aggreement but \"greed\" is an intense selfish desire, like the desire to eat until one bursts." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "eat till I burst", + "agreed" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_172", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "A grate is a framework of metal bars that is used to hold a fire. \"Grate\" and \"great\" are homophones. Great means wonderful. This joke is playing on the word \"grate\" because it sounds like \"great\". ", + "", + "", + "This is a play on words. The word \"great\" means very good but a \"grate\" is also a covering for a water drain. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "homeless", + "grate", + "sleeping" + ], + [ + "" + ], + [ + "" + ], + [ + "homeless", + "grate area", + "sleeping" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2176", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Brace is used to mean both to prepare for danger and as the dental appliance used to correct irregular alignment.", + "To brace one's self means to prepare one's self due to apprehension. The word \"brace\" is found in \"braces\". Braces in dentistry are a tool used by orthodontists to straighten someone's teeth. This joke is playing on the word \"brace\" because it can be found in \"braces\" and the joke is referring to an orthodontist visit.", + "A service orthodonists provide is braces", + "", + "This is a play on words. The phrase \"brace oneself\" is a warning to be prepared for something but \"braces\" are devices fitted to teeth by orthodontists to straighten them." + ], + "Joke keywords": [ + [ + "orthodontist", + "brace" + ], + [ + "orthodontist visit", + "brace" + ], + [ + "orthodontist" + ], + [ + "" + ], + [ + "orthodontist", + "brace himself" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_386", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "An arranged marriage is a marital union where the partners are chosen by individuals other than the couple. Arranged is used to refer to flower arrangement, which florists offer.", + "A florist is someone who sells and arranges flowers. A flower arrangement is a display of cut flowers used for decorative purposes. An arranged marriage is a marriage that is planned by families of the bride and groom. This joke is playing on the word \"arranged\" because it can relate to marriage and flowers.", + "Florists often arrange bouquets", + "", + "This is a play on words. The term \"arranged marriage\" is a marriage planned by the parents of the bride and groom but a floral \"arrangement\" is the art of using flowers to create an eye-catching display." + ], + "Joke keywords": [ + [ + "florists", + "marrried", + "arranged marriage" + ], + [ + "florists", + "arranged marriage" + ], + [ + "florists" + ], + [ + "" + ], + [ + "florists", + "arranged marriage" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_992", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "A gamekeeper is someone who is hired to breed and protect game. A poacher is someone who hunts for game illegally. A poached egg is a type of egg that is cooked more delicately, in simmering water instead of boiling water. This joke is playing on the word \"poacher\" because the word \"poached\" can relate to eggs, and not just having hunted something. ", + "Both fried and poached are ways to prepare eggs (for consumption)", + "poached eggs is a typ of egg", + "This is a play on words. The word \"poacher\" means someone who illegaly captures wild animals but \"poached\" is also a way of cooking eggs." + ], + "Joke keywords": [ + [ + "" + ], + [ + "fried eggs", + "gamekeeper", + "poacher" + ], + [ + "eggs" + ], + [ + "fried eggs", + "poacher" + ], + [ + "eggs", + "gamekeeper turned poacher" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_630", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Liason is a phenomenon in the French language, it is also sounds like lesson, a class.", + "I think liasons is supposed to sound like \"lessons\". In French a liason is the pronunciation of a linking consonant between two words. Lessons refer to something learned or taught. This joke is playing on the word \"liasons\" because it sounds like \"lessons\". ", + "Liason, here replacing the word lesson, is a type of meeting", + "", + "This is a play on words. The word \"lesson\" is a class to teach someone but sounds like \"liaison\" which is the pronunciation of a linking consonant between two words in the French language." + ], + "Joke keywords": [ + [ + "course", + "french", + "liasons" + ], + [ + "French", + "liaisons" + ], + [ + "French", + "liaisons" + ], + [ + "" + ], + [ + "course", + "French", + "five easy liaisons" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1763", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Sundays and sundaes are homophones. Sundaes are a type of dessert made from ice cream. Sunday is a day in the week. This joke is playing on the \"Sundays\" because it sounds like \"sundaes\".", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "treat yourself", + "Sundays" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_77", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "", + "Rest can mean a break from something, but it can also mean a part of something. \"The rest\" of something is the last part of something. \"Never did get the rest\" can mean \"I never did get a break\" or \"I never did get the last part of something\". This joke is playing on the word \"rest\" and its different meanings.", + "To nap is to rest", + "resting consist of sleeping and naping ", + "This is a play on words. The word \"rest\" refers to the portion of the speaker's nap that was missed and is remaining. However, here \"rest\" also refers to time spent refreshing oneself, as one would during a nap." + ], + "Joke keywords": [ + [ + "" + ], + [ + "phone call", + "nap", + "the rest" + ], + [ + "nap" + ], + [ + "nap", + "rest" + ], + [ + "interrupted", + "nap", + "rest" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_261", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Having a falling out the end of a friendship due to unreconsilable differences. A tree house is a buidling built into the branches of a tree, and a typically high up, so literally falling is a risk.", + "\"Falling out\" can refer to the people falling out of the tree house they built, or it can refer to people having an argument. The joke is playing on the different meanings of \"falling out\". ", + "This means they literally fell out of the tree house", + "tree houses are up high in trees where you can fall", + "This is a play on words. The phrase \"falling out\" means to have an argument but \"falling out\" also refers to literally falling out of the tree house." + ], + "Joke keywords": [ + [ + "tree house", + "together", + "falling out" + ], + [ + "tree house", + "falling out" + ], + [ + "tree house" + ], + [ + "tree house", + "fall" + ], + [ + "tree house", + "falling out" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_366", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "\"Feints\" and \"faints\" are homophones. Feint means a pretended blow, or other movement. Faint means to temporarily lose consciousness. The joke is playing on the word \"feints\" and its homophone \"faints\" because both can apply to this joke and make sense.", + "", + "", + "This is a play on words. The word \"feint\" means a deceptive movement but to \"faint\" means having fallen and lost consciousness." + ], + "Joke keywords": [ + [ + "" + ], + [ + "collapse", + "illness", + "feints" + ], + [ + "" + ], + [ + "" + ], + [ + "collapse", + "feints" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_153", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A steak is a thick cut of meat, that a carnivore would naturally want to eat. Steak sounds like stake, which is a sharpen piece of wood used to slay vampires.", + "Steak and stake are homophones. A steak if a piece of meat. A stake is a pointed piece of wood. In folklore, driving a stake through the heart of a vampire was the only want to kill it. A carnivore, or someone carnivorous, is someone that eats meat. The joke is playing on the word \"steak\" because it sounds like \"stake\" and both apply to this joke and make sense.", + "Vampires are weak to the similar sounding stake", + "steak sounds like stake ", + "This is a play on words. The word \"stake\" is a sharpened wooden stick used to kill vampires but a \"steak\" is beef taken from animals and eaten by carnivores." + ], + "Joke keywords": [ + [ + "weakness", + "carnivorous vampire", + "steak" + ], + [ + "carnivorous vampire", + "steak" + ], + [ + "vampire", + "steak" + ], + [ + "carnivorous", + "weakness", + "steak" + ], + [ + "weakness", + "carnivorous vampire", + "steak" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1735", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Swell is used to mean both something that is good and to mean a long wave on water, which a surfer would surf upon.", + "Swell means excellent, or very good. A swell can also refer to a series of ocean waves. Surfing is the subject of the joke. This joke is playing on the word \"swell\" because of its different meanings. ", + "Swell means both nice and the size of a wave", + "", + "This is a play on words. The word \"swell\" means very good but a \"swell\" is a series of waves that surfers try to surf on." + ], + "Joke keywords": [ + [ + "surfing", + "swell" + ], + [ + "surfing", + "swell", + "sport" + ], + [ + "surfing" + ], + [ + "" + ], + [ + "Surfing", + "swell sport" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_591", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "Releaved is used to mean leaves growing on a tree again and it sounds like relieved, and the easing of anxiety, which trees, had they emotion, would feel after a winter spent dormant.", + "Releaved means the return of leaves to the deciduous trees being discussed. \"Releaved\" and \"relieved\" sound the same. Relieved means no longer feeling distressed, or having reassurance. After a cold winter, the deciduous trees will gain their leaves back, and be relieved that winter is over. This joke is playing on the word \"releaved\" because it sounds like \"relieved\" and both can apply.", + "", + "", + "This is a play on words. The word \"relieved\" means no longer distressed or reassured. However, here \"releaved\" refers to trees having leaves again as the seasons change." + ], + "Joke keywords": [ + [ + "cold winter", + "deciduous trees", + "releaved" + ], + [ + "cold winter", + "deciduous trees", + "releaved" + ], + [ + "" + ], + [ + "" + ], + [ + "After", + "winger", + "trees", + "releaved" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_634", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1953", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "To be sweet on is an expression meaning infatuated with. Sweets are also substances containing sugar, which candy and some choclates are.", + "Candy and chocolate are considered sweets. Sweet means having a pleasant taste, usually do to sugar. Sweet can also mean delightful, or showing favoritism. This joke is playing on the word sweet and its different meanings.", + "Candy and chocolates are types of sweets", + "candy is usually sweet ", + "This is a play on words. To be \"sweet on\" someone means to be in love with someone but here \"sweet\" means having a pleasant taste of sugar, as candy does." + ], + "Joke keywords": [ + [ + "candy", + "sweet on" + ], + [ + "candy", + "chocolate", + "sweet on him" + ], + [ + "candy", + "chocolate" + ], + [ + "candy", + "chocolate", + "sweet" + ], + [ + "sold candy", + "sweet on him" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1386", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_701", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "A frieze is a plain or decorated horizontal part of an entablature upon which triglyphs are a part of. Friezing also sounds like freezing, which means extremely cold.", + "In architecture, a frieze refers to any horizonal panel used for decorative purposes. Triglyphs are panels with three vertical lines, and represent the beams used in prehistoric buildings to support the roof. Triglyphs make up the frieze. It's \"friezing in here\" sounds like \"it's freezing in here\" which means it's cold in here. The joke is in using the word \"friezing\" because the word \"frieze\" was inserted instead of \"freeze\". The joke is pulling from architectural terms.", + "", + "", + "This is a play on words. To be \"freezing\" means it's very cold but a \"frieze\" is a component of architecture near the ceiling of a structure." + ], + "Joke keywords": [ + [ + "triglyph", + "friezing" + ], + [ + "triglyph", + "friezing" + ], + [ + "" + ], + [ + "" + ], + [ + "triglyph", + "friezing" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2096", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "Reception is used to mean both the act of catching a forward pass and to the social function after a wedding.", + "", + "Reception, the party after a wedding, also refers to his role as a receiver", + "", + "" + ], + "Joke keywords": [ + [ + "wide receiver", + "wedding", + "reception" + ], + [ + "" + ], + [ + "wide receiver", + "wedding" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_363", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "heels are the back part of the foot ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "footprint", + "heel" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_458", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. The word \"justification\" means reason for doing something but \"justified\" text is typed text aligned along the left margin." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "TYPISTS", + "die", + "lose their justification" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1474", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "Cabarnet is a variety of wine. Cabarnet also sounds like cabinet, which is a sometimes lockable piece of furniture used for storage, for instance, wine.", + "Cabernet is a type of wine. If you incorrectly pronounce cabernet, as in you pronounce the \"t\" instead of make it silent, the word kind of sounds like \"cabinet\". A cabinet is a cupboard with shelves that you can lock. This joke is playing on the word Cabernet because it is a name of a wine and kind of sounds like cabinet if mispronounced.", + "Cabernet is a type of whine, but is used to replace the word cabinet", + "cabernet is a type of wine ", + "This is a play on words. A \"cabernet\" is a type of wine but a \"cabinet\" is a cupboard with shelves for storing wine." + ], + "Joke keywords": [ + [ + "lock up", + "wine", + "cabarnet" + ], + [ + "lock up", + "wine", + "cabernet" + ], + [ + "wine", + "cabernet" + ], + [ + "cabernet", + "wines" + ], + [ + "lock up", + "wine", + "cabernet" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1991", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 3 + ], + "Natural language explanation": [ + "The point is the sharpend end of an arrow. An archer shoots an arrow across a long distance. Getting one's point across is an expression meaning to make people understand what one is saying ", + "The tip of an arrow has a point. A point is the sharp end of a tool. Point can also refer to a concept, or an explanation. Getting \"a point across\" means to convey a concept. This joke is playing on the word \"point\" and its different meanings.", + "", + "arrows shoot across to get to a point ", + "This is a play on words. To \"get a point across\" means to make people understand what one is saying but here the word \"point\" refers to the sharpened end or \"point\" of an arrow." + ], + "Joke keywords": [ + [ + "archer", + "arrows", + "point across" + ], + [ + "archers", + "arrows", + "point across" + ], + [ + "" + ], + [ + "arrows", + "scross" + ], + [ + "archers", + "arrow", + "get a point across" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_267", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "Faculties can refer to a teaching staff. A principal is part that staff. Faculties can also refer to mental capabilities. So, if someone loses their mental faculties, it means that they lose their ability to use their mind to its full capacity. This joke is playing on the word \"faculties\" and its different meanings.", + "", + "schools have faculties who work there ", + "This is a play on words. To \"lose one's faculties\" means to lose one's mental or physical abilities but \"faculties\" are also groups of school departments." + ], + "Joke keywords": [ + [ + "" + ], + [ + "principals", + "never die", + "faculties" + ], + [ + "" + ], + [ + "principals", + "faculties" + ], + [ + "PRINCIPALS", + "die", + "lose their faculties" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_861", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 3 + ], + "Natural language explanation": [ + "Chaps is a british slang term for people. Chaps also sounds like chips, which are a part of the dish fish and chips.", + "\"Fish and chaps\" sounds close to \"fish and chips\" which is a popular British dish that is composed of fish and french fries. Chaps is another word for man, or boy. A cannibal is a mammal that consumes its own species, in this case a human that eats humans. This joke is playing on the popular dish \"fish and chips\" except \"chips\" was replaced with \"chaps\" because the joke is talking about a cannibal.", + "", + "", + "This is a play on words. The dish \"fish and chips\" is a meal commonly enjoyed in Britain but \"chips\" sounds like \"chaps\" which is British slang for men or boys." + ], + "Joke keywords": [ + [ + "cannibal", + "chaps" + ], + [ + "British", + "cannibal", + "fish and chaps" + ], + [ + "" + ], + [ + "" + ], + [ + "British cannibal", + "fish and chaps" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_900", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Baloney, also called bologna, is a type of large sausage that a deli clerk would sell. Baloney also means nonsense, which a liar would say.", + "If someone is \"full of baloney\" it means they are saying something untruthful, and they are full of untruths. Baloney is a variant of bologna which is a type of meat. A deli is a place where you can buy meat. A deli clerk is the person who takes orders from people ordering meat. The joke is centered on the word \"baloney\" and how it relates to the deli, and to untruthfulness. ", + "Full of baloney is a phrase meaning full of lies. Baloney is also a type of deli meat", + "you can get baloney from the deli ", + "This is a play on words. The word \"baloney\" means foolish talk or nonsense but \"baloney\" is also a kind of lunch meat." + ], + "Joke keywords": [ + [ + "untruthful", + "delin clerk", + "baloney" + ], + [ + "untruthful", + "deli clerk", + "baloney" + ], + [ + "deli", + "baloney" + ], + [ + "deli", + "clerk", + "baloney" + ], + [ + "untruthful deli clerk", + "full of baloney" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_179", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "Upheld means to confirm, but it can also mean to physically support something. Tom is confirming that the ceiling is going to collapse, but it is supporting it. The joke is centered on the word \"upheld\" and how it relates to giving physical support, and how it means confirmation of something.", + "", + "upheld to mean to hold and the ceiling is falling ", + "This is a play on words. The word \"upheld\" means to confirm or support but here \"uphold\" means to literally hold up the ceiling so it doesn't collapse. " + ], + "Joke keywords": [ + [ + "" + ], + [ + "ceiling", + "collapse", + "upheld" + ], + [ + "" + ], + [ + "ceiling", + "collapse", + "upheld" + ], + [ + "let go", + "ceiling", + "collapse", + "upheld" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1720", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Sentence is being used to mean both a series of words put together to form an idea and to mean a punishment that can be applied in the form of imprison meant, which marriage is being compared to.", + "\"Sentence\" has two meanings. A sentence can refer to a string of words with a subject and predicate. A sentence can also refer to punishment. The joke is centered on the word \"sentence\" and its different meanings in relation to marriage. ", + "", + "saying that merriage can be forever and long ", + "This is a play on words. The word \"sentence\" means a set of written words punctuated by a period but a \"sentence\" also refers to a length of time designated as a punishment." + ], + "Joke keywords": [ + [ + "marriage", + "word", + "sentence" + ], + [ + "marriage", + "sentence" + ], + [ + "" + ], + [ + "marriage", + "sentence" + ], + [ + "marriage", + "word", + "sentence" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1615", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 0, + 3 + ], + "Natural language explanation": [ + "Make a lot of money is being used to mean being paid a considerable amount, and used in the literal sense, as the function of the mint is to make currency.", + "A mint is a place where money is made. The \"make a lot of money\" part can refer to the salaries that employees of a mint make, or it can refer to the actual minting of money itself. This joke is playing on the phrase \"make a lot of money\" because it can refer to two different things.", + "People who work at mints literally make money", + "", + "This is a play on words. The phrase \"make a lot of money\" means to have a high income but here \"make a lot of money\" means to produce large quantities of currency, as one does in a mint." + ], + "Joke keywords": [ + [ + "work", + "mint", + "make", + "money" + ], + [ + "mint", + "money" + ], + [ + "mint", + "money" + ], + [ + "" + ], + [ + "work", + "mint", + "make", + "money" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1085", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "In aviation, turbulence refers to bad weather that affects how smooth a flight feels. The part that says \"the passengers went flying\" can mean that the passengers hurled through the air out of control, but it can also mean that they were simply flying as planned, without chaos. This joke is playing on the phrase \"the passengers went flying\" because it can be interpreted in two different ways.", + "", + "when you are in a plane you are flying ", + "This is play on words. The word \"flying\" refers to passengers hurtling through the air due to turbulence but \"flying\" also refers to the airplane flying through the air." + ], + "Joke keywords": [ + [ + "" + ], + [ + "plane", + "hit turbulence", + "passengers went flying" + ], + [ + "" + ], + [ + "plane", + "flying" + ], + [ + "plane", + "turbulence", + "passengers went flying" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_547", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Going downhill is used to mean poorly done and litterally, as the port of skiing involves sliding down a hill or mountain covered in snow.", + "Skiing is a sport involving the use of skis to glide on snow. Downhill skiing is a type of skiiing that involves skiiers going downhill on skills. If someone is saying their skills are really going downhill, means that their skill set is getting worse. This joke is playing on the word \"downhill\" and how it applies to skiing, and skills. ", + "Skiing is literally going downhill", + "when sking you go down hill ", + "This is a play on words. The phrase \"going downhill\" means getting worse but \"going downhill\" also refers to skiing down a hill." + ], + "Joke keywords": [ + [ + "skiing", + "downhill" + ], + [ + "skiing skills", + "downhill" + ], + [ + "skiing" + ], + [ + "skiing", + "downhill" + ], + [ + "skiing skills", + "going downhill" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1451", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Jumped on is being used to mean to take immediate action and literally, as a trampoline is recreation used to bounce and jump high.", + "A trampoline is a type of sports equipment that has a piece of taut, stretchy fabric in the middle of a circular steel frame, and is designed for jumping on. When someone \"jumps\" on an offer, they quickly go after it to claim it. A trampoline can be physically jumped on, and an offer can be figuratively jumped on. This joke is playing on the different uses of the phrase \"jumped on\". ", + "Jumped on the offer as in took it real quick. Trampolines involve jumping", + "you jump on a tramopline and on sales you jump on the chance for the sale ", + "This is a play on words. To \"jump on\" something means to take advantage of an opportunity but \"jump\" also means to leap into the air as one would when bouncing on a trampoline." + ], + "Joke keywords": [ + [ + "trampoline", + "jumped" + ], + [ + "trampoline", + "sale", + "jumped on the offer" + ], + [ + "trampoline" + ], + [ + "trampoline", + "jumped", + "offer" + ], + [ + "trampoline", + "on sale", + "jumped on" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_113", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "Compliment is used mean to give praise to, the task of sycophants. Compliment also sounds like complement, which is to bring to a full set, in this case the ships personnel.", + "", + "", + "", + "This is a play on words. The word \"compliment\" means to go well with something but \"compliment\" also means to praise something, as a sycophantic person would. " + ], + "Joke keywords": [ + [ + "recruit", + "sycophantic sailors", + "compliment" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "sycophantic sailors", + "compliment" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1622", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "The word bluster can mean to talk in a loud, aggressive way with little effect. Bluster can also be used to describe a storm or rain. A blustery storm is a storm that blows or beats fiercely and noisily.", + "Blustering means a storm that turbulent", + "", + "This is a play on words. The word \"blustered\" means to talk in a loud, aggressive way but \"blustered\" also refers to when a storm blows fiercely or noisily." + ], + "Joke keywords": [ + [ + "" + ], + [ + "chief meteorologist", + "blustered", + "staff meeting" + ], + [ + "meteorologist" + ], + [ + "" + ], + [ + "chief meteorologist", + "blustered", + "staff meeting" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1280", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "Mary is a person's name. Mary sounds like 'marry'. People can get married under the Justice of the Peace. The Justice of the Peace presides over a court that hears misdemeanor cases and other petty criminal infractions, and they can take part in helping a couple get married. This joke is playing on the name Mary and relating it to 'marry' and getting married under the Justice of Peace.", + "", + "", + "This is a play on words. The word \"Mary\" is a common first name but \"marry\" refers to the act of marriage, since a justice of the peace is in charge of performing marriages." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Mary", + "justice of the peace" + ], + [ + "" + ], + [ + "" + ], + [ + "name", + "Mary", + "justice of the peace" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1717", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "", + "In Scotland, the term \"wee\" is used to mean small. In English, \"wee\" is used to mean urinate. So the joke is playing on the different uses of the word \"wee\". The joke could be understand as the person have a small accident, or a small urinary accident. ", + "Wee here means little, but we are supposed to infer that it also means he peed himself", + "scotsman are known to have accents and say wee ", + "This is a play on words. The word \"wee\" means little or minor but \"wee\" is also a slang term for urine, since incontinence would cause one to urinate involuntarily." + ], + "Joke keywords": [ + [ + "" + ], + [ + "incontinent", + "Scotsman", + "wee accident" + ], + [ + "scotsman" + ], + [ + "scotsman", + "wee", + "acidents" + ], + [ + "incontinent Scotsman", + "wee accident" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_123", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "A boulder is a very large rock that sounds like bolder, which is to be more fearless and daring.", + "Boulder sounds like bolder. Bolder means courageous, one who will willingly take risks. A boulder can refer to a giant rock. This joke is playing on the word \"boulder\" because it sounds like \"bolder\". ", + "Boulder, a type of rock that is climbed, sounds like bolder, to be more brave", + "boulder sounds like bolder but means a large rock ", + "This is a play on words. The word \"bolder\" means more confident or courageous but a \"boulder\" is also a large rock fragment." + ], + "Joke keywords": [ + [ + "rock climbing", + "bolder" + ], + [ + "rock climbing", + "boulder" + ], + [ + "rock climbing", + "boulder" + ], + [ + "climbing", + "boulder", + "rock" + ], + [ + "rock climbing", + "boulder" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1536", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2155", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "A professor is a type of teacher that teaches at a university. To lose class means to act in a way without grace, poise, or maturity. To lose a class can also mean to lose the ability to teach a class. Class also has the definition of being a time period when a teacher teaches a group of students together. This joke is playing on the word class and its different meanings.", + "", + "professors teach in class rooms ", + "This is a play on words. The word \"class\" means dignity or decorum but a \"class\" is also a group of students taking a lesson at a school." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old professors", + "never die", + "lose their class" + ], + [ + "" + ], + [ + "professor", + "class" + ], + [ + "PROFESSORS", + "die", + "lose their class" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_607", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_409", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Stalin was the leader of the Soviet Union both before and after WW2. Stalin sounds like stalling, the act of halting the motion of progress.", + "\"Stalin around\" sounds like \"stallin' around\" which means to not do anything, and cause delay. Stalin, or Joseph Stalin was a Soviet leader during WW2. The joke is saying that Russia was slow to recover because it was \"stalling around\" or wasting time which is why Russia was slow to recover. The joke is centered on the word Stalin and how it sounds close to 'stalling'. ", + "Stalin is supposed to replace stalling", + "", + "This is a play on words. The word \"stalling\" means having delays but \"Stalin\" was the former leader of the Soviet Union during WW2." + ], + "Joke keywords": [ + [ + "Russia", + "slow", + "recover", + "stalin" + ], + [ + "Russia", + "WW2", + "Stalin around" + ], + [ + "russia", + "stalin", + "WW2" + ], + [ + "" + ], + [ + "Russia", + "slow to recover", + "WW2", + "Stalin around" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2161", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "part can mean a hair part or it can mean to lose ", + "This is a pun on the phrase 'can't part with it' meaning the speaker was too invested in the comb to give it up, but it's also being used because 'part' is a type of hairstyle you can achieve with a comb", + "The joke is a pun. A comb can be used to 'part' hair, or separate it from all flowing in one direction. To 'part' with something can also mean to let it go or get rid of it.", + "A comb is used to comb ones hair, or create a part of the hair down the middle of the head.", + "This is supposed to be a funny pun about being unable to leave a comb behind and the fact that combs are used to part hair. However, the message contradicts itself - it can't be all that valuable if it can't even part hair." + ], + "Joke keywords": [ + [ + "comb", + "part" + ], + [ + "comb", + "invaluable", + "part" + ], + [ + "comb", + "invaluable", + "can' t part with it" + ], + [ + "comb", + "invaluable", + "can't part" + ], + [ + "comb", + "invaluable", + "can't part with it" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_700", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'fold' which in the context of the game poker means to drop out of a hand, but 'fold' can also mean to cease operating which is kind of similar to dying", + "The joke is a pun. In many card games, 'folding' means to surrender or give up on playing with the cards that were dealt. 'Fold' also can be used outside of the context of card games to mean 'give up' or even possibly stretched to mean 'death'.", + "In card games like poker, a fold is a move where you forfeit because you don't have a good hand. ", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying." + ], + "Joke keywords": [ + [ + "" + ], + [ + "card players", + "die", + "fold" + ], + [ + "CARD PLAYERS", + "die", + "just fold" + ], + [ + "OLD CARD PLAYERS", + "never die", + "fold" + ], + [ + "OLD CARD PLAYERS", + "die", + "fold" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_785", + "Understand the text?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'clammed up' which means to become silent, and it's also being used because bivalve's are a type of mollusk, aka clam", + "", + "", + "Most people don't know off the tops of their heads that a clam is a type of bivalve." + ], + "Joke keywords": [ + [ + "" + ], + [ + "bivalve", + "interrogate", + "clammed up" + ], + [ + "" + ], + [ + "" + ], + [ + "bivalve", + "investigation", + "clammed up" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1480", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1726", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "remotely sounds like remote ", + "", + "The joke is a play on words. The device used to change television channels from a distance is called a 'remote'. The phrase 'remote possibility' means 'very unlikely'.", + "", + "remote possibility' is a pun on the remotes that made changing TV channels remotely possible from a distance." + ], + "Joke keywords": [ + [ + "TV", + "remotely" + ], + [ + "" + ], + [ + "changing", + "TV", + "channels", + "sitting", + "remote possibility" + ], + [ + "" + ], + [ + "changing TV channels", + "remote possibility" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_558", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'precipitous' which in this context means done suddenly and without careful consideration, but it's also being used because 'precipitous' can also mean dangerously high or steepl like rock climbing can be", + "The joke is a pun. 'Precipitous' has two meanings. First it means 'dangerously high or steep', while the second definition is 'an action done suddenly and without careful consideration.'", + "", + "She decided to take up rock climbing without much prior consideration because she wanted to climb precipitous terrain." + ], + "Joke keywords": [ + [ + "" + ], + [ + "rock", + "climbing", + "precipitous" + ], + [ + "decision", + "rock climbing", + "precipitous" + ], + [ + "" + ], + [ + "decision", + "rock climbing", + "precipitous" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_485", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'connections' which in this context means people with whom one has social or professional contact or to whom one is related, especially those with influence and able to offer one help, but in electricians terms 'connections' means the placing of parts of an electric circuit in contact so that a current may flow. ", + "", + "", + "These [PROFESSION]'s daughter jokes are not that clever or funny." + ], + "Joke keywords": [ + [ + "" + ], + [ + "electrician's", + "daughter", + "connections" + ], + [ + "" + ], + [ + "" + ], + [ + "Electrician's daughter", + "good connections" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_205", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1449", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "A sole is a type of fish, and sounds like soul as in pouring your soul out.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "owned", + "fish farm", + "poured out", + "sole" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1382", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 1, + 1 + ], + "Natural language explanation": [ + "lying can mean being in a sleeping position in the bed or it can mean the act of telling a lie ", + "This is a pun on the phrase 'lying in bed' which typically means one who is laying down in their bed, but it also works here because 'lying' also means when you tell a falsehood", + "The joke is a pun. 'Lying' can mean to be laying down or it can mean to be telling a lie, something untrue.", + "Lying in bed means you are laying there, and lying also means not telling the truth.", + "This joke is not as clever or funny as the speaker thinks." + ], + "Joke keywords": [ + [ + "falsehood", + "lying" + ], + [ + "falsehood", + "lying", + "bed" + ], + [ + "tell", + "falsehood", + "waking up", + "lying in bed" + ], + [ + "falsehood", + "waking up", + "lying In bed" + ], + [ + "falsehood", + "waking up", + "lying in bed" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_46", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "reptiles sounds like tiles ", + "This is a pun on 'reptiles' which are vertebrate animals of a class that includes snakes, lizards, crocodiles, turtles, tortoises, and alligators. 'Reptiles' is also being used because it includes the word 'tiles' which is a type of flooring", + "The joke is a play on words. Alligators are animals that belong to the reptile family. 'Reptile' has the word 'tile' at the end of it, so it might sound like a kind of tiled floor.", + "Alligators are reptiles, and reptiles has the word tile in it as flooring an area with tiles.", + "Reptiles sounds like 'textiles', making this a loose pun. Alligators are a type of reptile." + ], + "Joke keywords": [ + [ + "alligator", + "reptiles" + ], + [ + "flooring", + "alligator", + "reptiles" + ], + [ + "flooring", + "alligator", + "hunters", + "use", + "Reptiles" + ], + [ + "flooring", + "alligator hunters", + "Reptiles" + ], + [ + "flooring", + "alligator hunters", + "reptiles" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_408", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'pass the time' which means to let time or a period of time go by especially while doing something enjoyable. However, 'pass' can also mean to discharge from the body, in this case the watch passing through the body", + "The joke is a pun. A watch tells time. To 'pass the time' means to wait. 'Pass' however could mean to let out something that was swallowed the natural way by defecating.", + "Passing time means letting time go by to wait for something, and passing in this case is referring to letting the watch he swallowed pass through his metabolism and digestive system.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "swallowed", + "watch", + "pass", + "time" + ], + [ + "swallowed", + "watch", + "pass the time" + ], + [ + "swallowed", + "watch", + "wait", + "pass the time" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1381", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 1, + 2 + ], + "Natural language explanation": [ + "shot can mean taking a chance or it can mean an injection ", + "This is a pun on the phrase 'give it your best shot' which means to do the best that one can, but it's also being used because giving someone a vaccination, usually means giving someone a shot as in an injection of a drug or vaccine.", + "The joke is a pun. A vaccination is usually given through a needle injection, which is often referred to as a 'shot'. To 'give it your best shot' means to try one's hardest to succeed.", + "A vaccination is often administered via a shot with a syringe or hypodermic needle. ", + "She made her best effort to give out vaccine shots." + ], + "Joke keywords": [ + [ + "nurse", + "best shot" + ], + [ + "nurse", + "nervous", + "best", + "shot" + ], + [ + "nurse", + "nervous", + "giving", + "vaccinations", + "gave it", + "best shot" + ], + [ + "nurse", + "nervous", + "vaccinations", + "best shot" + ], + [ + "young nurse", + "nervous", + "vaccinations", + "best shot" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1651", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 3, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'crop circles' which are giant patterns created by flattening a crop. The joke here is that these are made using protractors which are measuring instruments usually used to make circles", + "The joke is a pun. A protractor is a tool similar to a ruler that is used to measure angles, and also can be used to trace a circle due to its round shape. The end of the word 'protractor' has the word 'tractor' in it. A farmer would typically have a tractor to drive on the farm for hauling heavy loads.", + "A protractor is a device used to draw lines or curves from a center, and is has the word tractor in it which farmers use.", + "This is a cheap pun on protractors that are used to draw geometrically accurate circles, and tractors that are used to mow crops into circular shapes on farms." + ], + "Joke keywords": [ + [ + "" + ], + [ + "farmers", + "crop circles", + "protractor" + ], + [ + "farmers", + "crop circles", + "protractor" + ], + [ + "farmers", + "crop circles", + "protractor" + ], + [ + "farmers", + "crop circles", + "protractor" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_2", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1164", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "pan can refer to a pizza pan or it can mean it didn't come together ", + "This is a pun o nthe phrase 'didn't pan out' which means something didn't turn out the expected way, but it's also being used because sometiems you bake pizzas in a pan", + "The joke is a pun. 'Pan out' is a phrase that means 'work correctly' or 'go according to plan'. A 'pan pizza' is a type of pizza with a thick crust.", + "Pizza's are made in pans in some cases, and something not panning out means it didn't work out well.", + "The merger probably didn't work out because the thin and thick crusts couldn't fit together in the pizza pan." + ], + "Joke keywords": [ + [ + "pizza", + "pan" + ], + [ + "pizza", + "company", + "pan out" + ], + [ + "Tony attempted to join his thin crust pizza company with Zimo' s Thick Crust Pizza, but somehow it didn' t pan out." + ], + [ + "join", + "pizza company", + "didn't pan out" + ], + [ + "join", + "thin crust", + "Thick Crust", + "didn't pan out" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_2121", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "not making the cut means failuer but cut can also refer to cutting the meat ", + "This is a pun on the phrase 'wasn't making the cut' which means to be among the players allowed to continue playing, but it's also being used because butchers frequently cut things (meat).", + "The joke is a pun. A butcher is one who makes cuts of meat from animals. To 'not make the cut' means to not qualify or not meet expectations.", + "Butcher's are professionals who cut meats and prepare them for consumption.", + "This joke doesn't make the cut for funniness." + ], + "Joke keywords": [ + [ + "butcher", + "cut" + ], + [ + "butcher", + "funny", + "cut" + ], + [ + "butcher", + "wasn' t", + "making the cut" + ], + [ + "butcher", + "trying", + "funny", + "wasn't making the cut" + ], + [ + "butcher", + "funny", + "wasn't making the cut" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1449", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'he'll be dealt with' meaning to take action to do something, especially to solve a problem. But it's also being used because card sharks are often dealt cards to play", + "", + "A card player typically is dealt cards by the dealer.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "card", + "shark", + "dealt" + ], + [ + "" + ], + [ + "card shark", + "police", + "dealt with" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1558", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "stroke can mean the stroke of a paintbrush or it can mean the neurological condition ", + "This is a pun on 'strokes' which in painters terms means a mark made by drawing a pen, pencil, or paintbrush in one direction across paper or canvas. But 'stroke' can also mean a sudden disabling attack or loss of consciousness caused by an interruption in the flow of blood to the brain, especially through thrombosis.", + "The joke is a pun. A painter applies paint with 'strokes' of a brush on their canvas. A 'stroke' can also mean a serious medical situation where a blood vessel that carries oxygen and nutrients to the brain is either blocked by a clot or bursts (or ruptures).", + "A stroke is a seriously life threatening event where blood isn't flowing to the brain, and a paint stroke is a single stroke of the brush on a canvas.", + "I feel too bad for the painter to laugh at this pun." + ], + "Joke keywords": [ + [ + "painter", + "strokes" + ], + [ + "painter", + "hospitalized", + "strokes" + ], + [ + "painter", + "hospitalized", + "too many", + "strokes" + ], + [ + "painter", + "hospitalized", + "too many strokes" + ], + [ + "painter", + "hospitalized", + "too many strokes" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_47", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'groundbreaking' which means breaking new ground; innovative; pioneering. It's also being used because when you begin construction on a building, you literally have to break the ground to get started", + "I think the joke is a pun. 'Groundbreaking' can mean something that is the first of its kind, or a remarkable step in progress. To start constructing a building, a foundation needs to be built by 'breaking' the ground.", + "", + "It literally broke ground, and it was an historically momentous event." + ], + "Joke keywords": [ + [ + "" + ], + [ + "construction", + "building", + "groundbreaking" + ], + [ + "decision", + "begin", + "construction", + "Empire State Building", + "groundbreaking", + "historical event" + ], + [ + "" + ], + [ + "construction", + "Empire State Building", + "groundbreaking historical event" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1408", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 3 + ], + "Natural language explanation": [ + "extended sentence can mean a long verbal sentence or it can mean a long prision term ", + "This is a pun on 'sentence' which a set of words that is complete in itself, typically containing a subject and predicate, conveying a statement, question, exclamation, or command, and consisting of a main clause and sometimes one or more subordinate clauses. However, in the context of lawyers/ the court system, 'sentecne' means the punishment assigned to a defendant found guilty by a court, or fixed by law for a particular offense.", + "The joke is a pun. To speak for too long in a court trial may cause the judge to be harsh and take an action against the person speaking, which may result in a longer 'sentence' of jail time or public service. Speaking for a long time, or in a long-winded manner would also mean that any single sentence spoken may be longer or 'extended' than usual conversation.", + "In law and justice, a sentence is a consequence to a crime, typially jail time. Speaking longer might involve using more sentences or longer sentences, linguistically. ", + "A sentence is a part of speech - extended, in the lawyer's case - and also the length of time someone serves in prison or probation." + ], + "Joke keywords": [ + [ + "speaks", + "sentence" + ], + [ + "lawyer", + "speaks", + "sentence" + ], + [ + "lawyer", + "speaks", + "too long", + "extended", + "sentence" + ], + [ + "lawyer", + "speaks", + "too long", + "extended sentence" + ], + [ + "lawyer", + "speaks for too long", + "extended sentence" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1770", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 2, + 2, + 1 + ], + "Natural language explanation": [ + "hacker can mean caughing or it can mean hacking with code ", + "", + "The joke is a pun. A 'hacker' can mean a programmer who specializes in bypassing security measures. Being sick with a cold may make one cough or 'hack' which is another kind of cough.", + "Hacking is the idea of bypassing or intruding in computer firewalls or programs for unintended uses, and a hacking cough is a loud gross cough.", + "This joke is not as clever or funny as the speaker thinks." + ], + "Joke keywords": [ + [ + "programmer", + "hacker" + ], + [ + "" + ], + [ + "programmer", + "cold", + "coughing", + "hacker" + ], + [ + "crazy programmer", + "cold", + "coughing hackerq" + ], + [ + "programmer", + "cold", + "coughing hacker" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_464", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "ironed can mean they fixed the issues or it can mean that they switched to the metal iron ", + "This is a pun on the phrase 'ironed out' which means to solve or settle difficulties or problems. But it's also being used because iron is a type of stone", + "The joke is a pun. Stone tools were eventually outdated in human history as people began to make tools using metals such as iron. To 'iron out' something it to fix any issues or inconveniences with it.", + "Stone tools were typically made of iron and other basic metal materials early on.", + "The problems were fixed, sometimes literally with iron tools." + ], + "Joke keywords": [ + [ + "stone", + "iron" + ], + [ + "stone", + "problems", + "ironed" + ], + [ + "Early", + "stone tools", + "problems", + "eventually", + "ironed out" + ], + [ + "stone tools", + "problems", + "ironed out" + ], + [ + "Early stone tools", + "problems", + "ironed out" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_283", + "Understand the text?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a clunkily worded joke that should work better than it does." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "mad scientist", + "secret", + "under his bat" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1020", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "absoebed can mean consumed by or it can mean absorbing liquid ", + "This is a pun on the phrase 'absorbed in their work' which usually means someone is obsessed/ consumed with their work, but it's also being used because sponges absorb liquids", + "The joke is a pun. Sponges are tools typically for cleaning that absorb water. To get 'absorbed' in one's work means to fully dive deep into working, or become entirely focused on one's work.", + "Sponges absorb liquid, and being absorbed in your work means you get caught in it or pay a lot of attention to it.", + "Get it? 'Cause the manufacturers are oblivious to everything else and sponges absorb things?" + ], + "Joke keywords": [ + [ + "sponges", + "absorbed" + ], + [ + "sponges", + "absorbed", + "work" + ], + [ + "Those who", + "make", + "sponges", + "absorbed in", + "work" + ], + [ + "sponges", + "absorbed", + "work" + ], + [ + "make sponges", + "absorbed in their work" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1882", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_397", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1193", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 0, + 1 + ], + "Natural language explanation": [ + "bee sounds like b", + "This is a pun on 'bee' which is an insect that is kept in apiaries, but it's also being used because it sounds exactly like the letter 'B', which is also a grade you can get on exams ", + "The joke is a pun. An apiary is a place where bees are kept; a collection of beehives. 'Bee' sounds the same as the letter 'B' which is used to mark a grade one might receive in a class.", + "", + "There's missing context in this joke that makes it fall flat. Also most people wouldn't know how apiary relates to bees." + ], + "Joke keywords": [ + [ + "apiary", + "bee" + ], + [ + "apiary", + "bee", + "exam" + ], + [ + "studying", + "apiary class", + "bee on my exam" + ], + [ + "" + ], + [ + "studying", + "apiary class", + "bee", + "exam" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_271", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_914", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "rare can mean infrequent or it can mean slightly cooked ", + "This is a pun on 'rare' which means (of an event, situation, or condition) not occurring very often, but it's also used because 'rare' is a stlye of meat you can get that isn't cooked much ", + "The joke is a pun. To order a meat 'rare' means to have it raw or very close to raw--essentially undercooked. A 'rare occasion' means 'once in a while' or 'not very often'.", + "Raw meat is considered rare meat, as in the temperature. ", + "A rare occasion is a happy one that doesn't occur that often, and it's a play on 'rare' as a degree to which meat can be cooked - another term for 'raw'" + ], + "Joke keywords": [ + [ + "raw", + "rare" + ], + [ + "raw meat", + "rare", + "occasions" + ], + [ + "Some", + "like", + "raw meat", + "rare occasions" + ], + [ + "raw meat", + "rare occasions" + ], + [ + "raw meat", + "rare occasions" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_107", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 0 + ], + "Natural language explanation": [ + "lab can mean a laboratory or it can mean a labrador ", + "This is a pun on 'lab' which in this context is shortand for a laboratory, but it's also being used because 'lab' can also be short for Labrador Retriever which is a breed of dog", + "The joke is a pun. A 'lab' may refer to the medical laboratory that runs the tests on samples donated from a patient. Another word for a 'Labrador' dog is a 'Lab'--a retriever of a breed that predominantly has a black or yellow coat, widely used as a gun dog or as a guide for a blind person.", + "A retriever dog is also a labrador, or lab. ", + "" + ], + "Joke keywords": [ + [ + "retriever", + "lab" + ], + [ + "retriever", + "vet", + "lab fee" + ], + [ + "brought", + "retriever", + "vet", + "tests", + "pay", + "lab fee" + ], + [ + "retriever", + "vet", + "tests", + "pay a lab fee" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1412", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on 'gravitated' which means to move toward or be attracted to a place, person, or thing. But 'gravitated' can also mean descend or sink by the force of gravity, which is what happens to paratroopers since they fall from the sky", + "", + "Paratroopers are infantry that jump from planes and parachute to the ground, as in being pulled by gravity.", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Army", + "gravitated", + "paratroopers" + ], + [ + "" + ], + [ + "branch of the army", + "gravitated", + "paratroopers" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_185", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "problems can mean math problems or social problems ", + "This is a pun on 'problems' which is initially referring to the math problems they have to solve, but it's also referring to problems with interpersonal drama in the class", + "The joke is a pun. A question that tests the student's abilities to complete math equations is called a 'math problem'. 'Problems' could also refer to personal conflicts between people, or 'drama'.", + "Drama consists of problems occuring, and in math, you typically analyze math problems to solve them.", + "I know what the pun is supposed to be here, but that doesn't make the joke funny." + ], + "Joke keywords": [ + [ + "Math", + "problems" + ], + [ + "math", + "drama", + "problems" + ], + [ + "Math class", + "full of", + "drama", + "so many", + "problems" + ], + [ + "Math class", + "full of drama", + "problems", + "work out" + ], + [ + "Math class", + "drama", + "so many problems" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1519", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 3, + 0, + 2 + ], + "Natural language explanation": [ + "weak sounds like week ", + "This is a pun on 'one weak' which is implying that living seven days without pun jokes would make someone weak, but it's also being used because 'one week' sounds similar and it's referrignto the fact that seven days equal one week", + "The joke is a pun. 'Weak' means not being strong. 'Weak' sounds identical to 'week' meaning a seven day span from Sunday to Saturday on the calendar.", + "", + "This is a pun on weakness vs. a week constituting seven days." + ], + "Joke keywords": [ + [ + "Seven days", + "weak" + ], + [ + "pun", + "one", + "weak" + ], + [ + "Seven days", + "without", + "pun", + "makes one weak" + ], + [ + "" + ], + [ + "Seven days", + "pun", + "one weak" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1482", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_940", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1419", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 3, + 0, + 1 + ], + "Natural language explanation": [ + "brushing off means ignoring and brushing can refer to brushing teeth ", + "This is a pun on the phrase 'brush off' which means to dismiss someone or something in an abrupt way, but it's also being used because dentists want you to brush your teeth", + "The joke is a pun. 'Brushing off' someone means to be disregarding them or ignoring them due to something else having their attention. A dentist may 'brush' a patient's teeth with flouride or some other teeth cleaner.", + "", + "I know what the pun is supposed to be here, but that doesn't make the joke funny." + ], + "Joke keywords": [ + [ + "dentist", + "brushing" + ], + [ + "dentist", + "distracted", + "brushing" + ], + [ + "dentist", + "seems", + "distracted", + "brushing me off" + ], + [ + "" + ], + [ + "dentist", + "distracted", + "brushing me off" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_165", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "steal can mean theft or it can mean stealing a base in baseball ", + "This is a joke on the fact that in baseball you can steal bases", + "The joke is a pun. A thief is someone who steals from others. In baseball, a runner standing on a base may 'steal' by running to the next base while the pitching team may not be paying close attention to them.", + "Stealing a base in baseball is a common move where someone tries to steal the base. Thief steals things", + "Thieves steal, and baseball players try to run to an empty base, or 'steal' it, during a game." + ], + "Joke keywords": [ + [ + "baseball", + "steal" + ], + [ + "baseball", + "theif", + "steal" + ], + [ + "baseball player", + "thief", + "always trying to steal" + ], + [ + "baseball player", + "thief", + "trying to steal" + ], + [ + "baseball player", + "thief", + "steal" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1326", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "guts can mean organs or it can mean fortitude ", + "This is a pun on 'guts' which in this context means personal courage and determination; toughness of character. But it's also being used because 'guts' is an informal term for organs", + "The joke is a pun. Having the 'guts' to do something means to have the confidence to do it. 'Guts' also means organs.", + "Organ's can also be referred to as guts, and having the guts means you have the courage to do something.", + "" + ], + "Joke keywords": [ + [ + "organs", + "guts" + ], + [ + "doctor", + "transfer", + "organs", + "guts" + ], + [ + "The doctor couldn' t transfer the organs because he didn' t have the guts to do it." + ], + [ + "doctor", + "couldn't transfer", + "organs", + "didn't have the guts" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1141", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 0, + 1 + ], + "Natural language explanation": [ + "sine sounds light sign ", + "This is a pun on the phrase 'sign of the times' which means something judged to exemplify or indicate the nature or quality of a particular period, typically something unwelcome or unpleasant., but 'sine' is used in it's place because it sounds similar and it means the trigonometric function that is equal to the ratio of the side opposite a given angle (in a right triangle) to the hypotenuse.", + "The joke is a pun. In trigonometry, there is a function called 'sine'. 'Sine' sounds identical to 'sign' meaning indicator, marker, or board with writing on it. A 'sign of the times' means 'an indication that modern day is different from the past.'", + "", + "It's a sad fact that many people wouldn't remember that 'sine' is a trigonometric term." + ], + "Joke keywords": [ + [ + "mathematics", + "sine" + ], + [ + "professor", + "trigonometry", + "sine" + ], + [ + "mathematics professor", + "lamenting", + "students'", + "lackadaisical", + "trigonometry", + "sine of the times" + ], + [ + "" + ], + [ + "mathematics professor", + "lacksadaisical", + "trigonometry", + "sine of the times" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_277", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 2, + 1, + 0 + ], + "Natural language explanation": [ + "bolder sounds like brother ", + "", + "The joke is a pun. Being 'solid as a rock' means being strong and confident. Being 'bolder' means being more confident. The identically sounding word, 'boulder' is a word that refers to a very large rock.", + "A little boulder sounds like bolder, as in more couragious.", + "" + ], + "Joke keywords": [ + [ + "rock", + "bolder" + ], + [ + "" + ], + [ + "husband", + "thinks", + "solid as a rock", + "wife", + "wishes", + "little bolder" + ], + [ + "husband", + "solid as a rock", + "wife", + "wishes", + "little boulder" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_770", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 0, + 2 + ], + "Natural language explanation": [ + "breaks can mean breaking from work or it can mean the device that makes a vehicle stop ", + "This is a pun on 'no breaks' which is initially implying that the trucker didn't stop to take any breaks or rests, but it's also being used because it could also mean the trucker's truck had no brakes and therefore literally couldn't stop ", + "The joke is a pun. 'No breaks' could mean that the trucker drove constantly without stopping for rest. The phrase sounds identical to 'no brakes' which means that the brake lines on the truck were either missing, not working, or were not used at all.", + "", + "The trucker took no breaks in driving because he literally had no brakes. How sad." + ], + "Joke keywords": [ + [ + "trucker", + "breaks" + ], + [ + "trucker", + "early", + "no brakes" + ], + [ + "trucker", + "early", + "because", + "no breaks" + ], + [ + "" + ], + [ + "trucker", + "early", + "no breaks" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_2235", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 1, + 1 + ], + "Natural language explanation": [ + "bounced can refer to a ball bouncing or it can mean that they recovered ", + "This is a pun on the phrase 'bounced back' which means to return quickly to a normal condition after a difficult situation or event, in this case the event being bankruptcy. However, It's also being used because rubber balls tend to bounce back if you throw them against a wall/ floor", + "The joke is a pun. Rubber objects such as rubber balls bounce back into the air when dropped or thrown at the ground. To 'bounce back' is a phrase that means to recover from damages, or in this case, a financial crisis.", + "Rubber balls are known for bouncing, and a company that bounces back from bankruptcy means it recovers.", + "Cheap pun on balls that bounce and a resilient business." + ], + "Joke keywords": [ + [ + "rubber balls", + "bounced" + ], + [ + "rubber", + "bankrupt", + "bounced back" + ], + [ + "place", + "made", + "rubber balls", + "almost", + "bankrupt", + "bounced back" + ], + [ + "rubber balls", + "bankrupt", + "bounce back" + ], + [ + "place", + "rubber balls", + "bankrupt", + "bounced back" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_211", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_795", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 2, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. To 'summarise' is to quickly explain something in a summary of events or items. 'Summarise' sounds like 'summer-ize' which could probably mean to prepared for summer, as T - shirt, shorts, and sunglasses are all typically worn in the summer.", + "", + "I know what the pun is supposed to be here, but that doesn't make the joke funny." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "T - shirt", + "shorts", + "sunglasses", + "summarised" + ], + [ + "" + ], + [ + "T-shirt", + "shorts", + "sunglasses", + "summarised" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_929", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "These [PROFESSION]'s daughter jokes are not that clever or funny." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Electrician's daughter", + "went haywire" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1462", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "kangaroos have pouches ", + "This is a pun on 'pocket' which in this context means to take or receive (money or other valuables) for oneself. It's also being used because kangaroo's carry their young in their pockets ", + "The joke is a pun. Mother kangaroos have a pouch, or 'pocket,' on their belly that they use to carry their young in. To 'pocket' something also means to save it for later, such as saving money for when it might be needed in the future.", + "A kangaroo is a marsupial, or a mammal that has a pounch for keeping their offspring in. ", + "This is a pun on the pockets in kangaroo mothers that joeys live in for the first part of their lives." + ], + "Joke keywords": [ + [ + "kangaroo", + "pocket" + ], + [ + "kangaroo", + "pocket", + "allowance" + ], + [ + "mother kangaroo", + "instill", + "good", + "financial habits", + "baby", + "told", + "pocket all", + "allowance." + ], + [ + "mother kangaroo", + "instill", + "financial habits", + "pocket", + "allowance" + ], + [ + "mother kangaroo", + "financial habits", + "baby", + "pocket", + "allowance" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_758", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "piece sounds like peace ", + "This is a pun on 'peace' which is a state or period in which there is no war or a war has ended. However, the alternate spelling of 'piece' is being used because it sounds similar and because it can mean a written, musical, or artistic creation or composition.", + "The joke is a pun. 'Piece' refers to a work of music written as sheet music. The identically sounding word 'peace' means nonviolence and happiness--no fighting.", + "Sheet music might be refered to a piece of music, and piece sounds like peace.", + "She kept the peace by keeping the piece - aka holding onto the sheet music." + ], + "Joke keywords": [ + [ + "music", + "piece" + ], + [ + "fought", + "sheet music", + "piece" + ], + [ + "brothers", + "fought", + "over", + "sheet music", + "mother", + "wanted to", + "keep the piece" + ], + [ + "fought over", + "sheet music", + "keep", + "piece" + ], + [ + "Two brothers fought", + "sheet music", + "mother", + "keep the piece" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_224", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "dyed sounds like died ", + "This is a pun on 'died' which means to cease to exist, but 'dyed' is used in it's place because it sounds similar and because it means having been colored with a dye, like you do with hair ", + "The joke is a pun. 'Dyed' refers to changing the color of one's hair or clothing. The identically sounding word 'died' means passed away--death.", + "A hair stylist might dye someones hair as a part of their job, and dye sounds like die.", + "They shouldn't have been in shock, this is literally part of a hair stylist's job. This joke falls flat." + ], + "Joke keywords": [ + [ + "hair", + "dyed" + ], + [ + "hair", + "stylist", + "dyed" + ], + [ + "Everybody", + "in shock", + "hair stylist", + "dyed" + ], + [ + "hair stylist", + "dyed" + ], + [ + "in shock", + "hiar stylist", + "dyed" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_627", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "drought sounds like boubt ", + "This is a pun on the phrase 'doubt it' which means a feeling of uncertainty or lack of conviction, but 'drought' is used in it's place because it kind of sounds similar and because a drought is what happens when it rains infrequently", + "The joke is a pun. 'Drought' means a long period of time without rain, and moisture may be very low. The similar sounding word 'doubt' means to not believe in something.", + "Drought sounds like doubt, and a drought means period without rainfall or lack of moisture/water. ", + "A drought occurs when an area doesn't get any rain for a significant period of time. It's also a play on 'doubt'." + ], + "Joke keywords": [ + [ + "weather man", + "drought" + ], + [ + "weather", + "rain", + "drought it" + ], + [ + "weather man", + "said", + "won' t be any rain", + "6 months", + "I drought it" + ], + [ + "weather man", + "won't be", + "rain", + "drought it" + ], + [ + "won't be any rain", + "months", + "drought it" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1381", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 4, + 3 + ], + "Natural language explanation": [ + "A ghost is the supposed spirirt of a dead person, often depicted as floating. Ghost also sounds like goes, and is used to play with the phrase what goes up must come down.", + "A spirit is a supernatural being. A ghost is a synonym for spirit. \"What ghost up must come down\" sounds close to the popular phrase \"what goes up must come down\". The joke is playing on the word \"ghost\" because it somewhat sounds like \"goes\" and can be inserted into the \"what goes up must come down\" phrase. ", + "A play on the phrase \"what goes up must go down\"", + "ghost floats around but also sounds like goes ", + "This is a play on the phrase \"what goes up must come down\" which means good things can't last forever. However, here \"goes\" sounds like \"ghost\" which is the spirit of a dead person." + ], + "Joke keywords": [ + [ + "spirit", + "float", + "ghost", + "down" + ], + [ + "spirit", + "float", + "ghost" + ], + [ + "ghost" + ], + [ + "spirit", + "float", + "ghost" + ], + [ + "spirit", + "What ghost up must come down" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_582", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "A bison is a large ruminant similar to the buffalo. Buffaloed is being used to sound like baffled, which is to be confused or perplexed.", + "Buffaloed means baffled. Buffalo and bison are both bovine mammals. The joke is playing on the word \"buffaloed\" meaning confused, but also relating to the bovine mammal. ", + "The use of the word buffaloed is supposed to replace \"baffled\"", + "bison and buffalos are the same type of animals ", + "This is a play on words. The word \"buffaloed\" means baffled or confused but a \"buffalo\" is a North American bison." + ], + "Joke keywords": [ + [ + "bison", + "buffaloed" + ], + [ + "bison", + "police", + "buffaloed" + ], + [ + "bison", + "police" + ], + [ + "bison", + "buffalo" + ], + [ + "case", + "disappearing bison", + "buffaloed" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1463", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "Concrete is used to mean both an actual, specific thing, and to the construction material.", + "Concrete is a material used in the construction of highways. Highways are roads. Concrete can also mean being specific and definite about something, especially with proof. This joke is playing on the word \"concrete\" and its different meanings.", + "Concrete examples mean solid evidence, while the highways are also made from concrete", + "highways are made out of concrete ", + "This is a play on words. A \"concrete example\" is an example that is specific and useful rather than abstract. However, \"concrete\" is also a heavy building material used to make highways among other things." + ], + "Joke keywords": [ + [ + "highways", + "concrete" + ], + [ + "highways", + "concrete" + ], + [ + "highways", + "concrete" + ], + [ + "highways", + "concrete" + ], + [ + "Highways", + "better", + "concrete examples" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_842", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "A Harley is a manufacturer of motorcycles. Harley sounds like hardly, an adjective meaning barely at all.", + "\"Harley\" sounds close to \"hardly\". A Harley-Davidson Motorcycles are a popular motorcycle brand. The joke is playing on the word \"Harley\" because it relates to a type of motorcycle, and sounds like the word \"hardly\", and the person can \"hardly wait\" to get his motorbike license.", + "The jokester is implying that they will get a harley, a popular motocycle brand", + "herleys are a type of motorbike brands ", + "This is a play on words. The word \"hardly\" means scarcely able to but \"hardly\" sounds like \"Harley\" which is a brand of motorcycles." + ], + "Joke keywords": [ + [ + "harley", + "motorbike" + ], + [ + "Harley", + "wait", + "motorbike license" + ], + [ + "motorcycle", + "harley" + ], + [ + "harley", + "motorbike", + "" + ], + [ + "Harley wait", + "motorbike license" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1546", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 1, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "When you moor a boat, you attach a boat somewhere. Venice is a city in Italy with a lot of water channels that boats can travel on. \"Moor\" sounds like the word \"more\". The people in this joke did not want to see any \"more of Venice\". This joke is playing on the word \"moor\" because it relates to attaching your boat somewhere, and it's a homophone of more.", + "", + "", + "This is a play on words. The word \"more\" means additional amounts of but sounds like \"moor\". In this context, the phrase \"moor of venice\" is part of the full title of Shakespeare's Othello." + ], + "Joke keywords": [ + [ + "" + ], + [ + "playgoers", + "Othello", + "moor of Venice" + ], + [ + "" + ], + [ + "" + ], + [ + "Othello", + "seeing any moor of Venice" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1547", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "Expired is used to mean both the end of a credit cards usage, and to die literally. ", + "Expire is a term used to explain credit cards that exceed their period of validity. Expire is another word for die. This joke is playing on the word expire because it relates to credit card terminology, and to people.", + "", + "credit cards expire", + "This is a play on words. The word \"expire\" refers to a person meeting their end or dying but \"expire\" also refers to a document or credit card ceasing to be valid after a fixed period of time." + ], + "Joke keywords": [ + [ + "credit card users", + "die", + "expire" + ], + [ + "old credit card users", + "never die", + "expire" + ], + [ + "" + ], + [ + "credit card", + "expire" + ], + [ + "CREDIT CARD USERS", + "die", + "expire" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2228", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Bank is used to mean both the land next to a river and to the business that keeps money for saving. ", + "Bank can mean a place that stores money, or engages in monetary transactions. A bank can also mean land that is alongside a river or lake. This joke is playing on the word bank and its different meanings.", + "A river bank is a part of the river", + "river banks are a thing in the river ", + "This is a play on words. The word \"bank\" means the stretch of land alongside a body of water but a \"bank\" is also a financial institution where people store and withdraw money." + ], + "Joke keywords": [ + [ + "pay", + "river", + "bank" + ], + [ + "river", + "bank" + ], + [ + "river", + "bank" + ], + [ + "pay", + "river", + "bank" + ], + [ + "pay", + "river", + "bank" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_566", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Square is used to mean both settling a dispute, the shape of the boxing ring, and to assume a fighting stance.", + "A boxing ring is place where people box, and it is actually in the shape of a square even though it is called a ring. To call something square means to call something \"even\" or \"tied\". This joke is playing on the word square and its different meanings.", + "", + "the boxing ring is usually square shaped", + "This is a play on words. To be \"square\" means both sides are even after a fight or conflict but \"square\" also means to get into a fighting position in boxing." + ], + "Joke keywords": [ + [ + "had it out", + "boxing ring", + "square" + ], + [ + "boxing ring", + "square" + ], + [ + "" + ], + [ + "boxing", + "ring", + "square" + ], + [ + "boxing ring", + "called it square" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2165", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Blow is used to mean both the movement of strong wind, as demonstrated by tornadoes, and as an injury, both physically and morally, which the aftermath of a tornado would cause.", + "The word blow can refer to wind moving aggressively. Blow can also mean an intense hit. The joke is playing on the word blow regarding a tornado because it has different meanings, and both apply.", + "For something to be a blow, it has a big (negative) impact. Tornados are a type of wind, aka they blow", + "tornado blows arounds ", + "This is a play on words. The word \"blow\" means an unfortunate or calamitous happening but \"blow\" also refers to gusts of winds that come from tornadoes." + ], + "Joke keywords": [ + [ + "tornado", + "blow" + ], + [ + "tornado", + "town", + "quite a blow" + ], + [ + "tornado" + ], + [ + "tornado", + "blow" + ], + [ + "tornado", + "quite a blow" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_396", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "", + "When someone dies and gets cremated, the ashes that result from cremation get put into a jar called an urn. Urn sounds like 'earn'. If someone earns something, it means they worked to get it. If you want something, you need to \"earn\" it, or work for it. This joke is playing on the word \"urn\" and its homophone \"earn\". ", + "An urn, sounds like earn, is a container for ashes", + "you put ashes in urns and sounds like earns ", + "This is a play on words. To \"earn\" means to obtain something in return for goods or services but an \"urn\" is a vase used to store the ashes of the deceased." + ], + "Joke keywords": [ + [ + "" + ], + [ + "ashes", + "urn" + ], + [ + "ashers", + "urn" + ], + [ + "ashes", + "urn" + ], + [ + "ashes", + "urn them" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_431", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "To say something sparingly means to say something in an infrequent manner. When a tire blows out, people typically have what's called a spare tire in the trunk of their car to replace the blown out tire. We hear the word \"spare\" in \"sparingly\". This joke is playing on the word \"sparingly\" because we can hear \"spare\" in it, relating to a spare tire. ", + "", + "when you pop a tire you usually use the spare tire that's in the car ", + "This is a play on words. The word \"sparingly\" means in small amounts but a \"spare\" is an extra car tire used someone gets a flat tire." + ], + "Joke keywords": [ + [ + "" + ], + [ + "tires", + "blew out", + "sparingly" + ], + [ + "" + ], + [ + "tire", + "sparingly" + ], + [ + "tires", + "blew out", + "sparingly" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_802", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 3, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Groovy is used to mean the slang term for very pleasing and to be full of grooves, which is how vinyl records are made.", + "Groovy can mean something that has a lot of grooves, or long channels. A vinyl record has a lot of grooves in it. Groovy can also mean cool. This joke is playing on the word groovy and its different meanings.", + "Groovy means both cool and to have grooves", + "vinyl records has groves in them ", + "This is a play on words. The word \"groovy\" means very cool but a \"groove\" is part of a vinyl record player." + ], + "Joke keywords": [ + [ + "records", + "groovy" + ], + [ + "vinyl records", + "groovy" + ], + [ + "vinyl records" + ], + [ + "vinyl record", + "groovy" + ], + [ + "Vinyl records", + "groovy" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1136", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "Concentration is used to mean both fixed, undivided attention, and concentrate is orange juice that has all extracted water extracted. ", + "When orange juice is made, it is sometimes concentrated and then frozen. Concentrated orange juice is orange juice with all the excess water removed. This yields a product that is more concentrated than the initial juice. Concentration can refer to the ability to focus on a task. So, \"lack of concentration\" takes on two meanings, which is the point of this joke.", + "Orange juice is made by concentrating it", + "juice can be made out of concenration that it being real ", + "This is a play on words. The word \"concentration\" means mental focus but \"concentration\" also refers to when the excess water from an orange is removed when making orange juice." + ], + "Joke keywords": [ + [ + "fired", + "orange juice factory", + "concentration" + ], + [ + "orange juice factory", + "lack of concentration" + ], + [ + "orange juice" + ], + [ + "orange", + "juice", + "concentration" + ], + [ + "fired", + "orange juice factory", + "lack of concentration" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_380", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Fleece is the coat of wool that covers a sheep. Fleece also sounds like fleas a parasitic insect whose bite causes itching that an animal would want to scratch.", + "A fleece is the woolly covering of a sheep. \"Fleece\" kind of sounds like \"fleas\". Fleas are parasitic insects that make mammals feel itchy once they are on them. This joke is playing on the word \"fleece\" and how it sort of sounds like \"fleas\". ", + "The jokester is using fleece, the type of hair sheep have, to replace the word fleas, a bug that would cause them to itch", + "fleece sounds like fleas", + "This is a play on words. The word \"fleece\" means the woolly covering of a sheep but sounds like \"fleas\" which is an insect that feeds on the blood of mammals and birds." + ], + "Joke keywords": [ + [ + "sheep", + "scratching", + "fleece" + ], + [ + "petting zoo", + "sheep", + "fleece" + ], + [ + "sheep", + "fleece" + ], + [ + "sheep", + "zoo", + "fleece" + ], + [ + "sheep scratching", + "fleece" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1332", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "The Alps are an extensive mountain range that runs through Switzerland. You can ski on The Alps. \"Alp\" kind of sounds like \"help\". The joke is centered on the word \"alp\" and how it sounds like \"help\".", + "The alps are mountains in Switzerland", + "", + "This is a play on words. The word \"help\" means aid or assistance but sounds like \"Alp\" which refers to how the Alps are a mountain range that runs through Switzerland." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Switzerland", + "ski", + "alp" + ], + [ + "Switzerland" + ], + [ + "" + ], + [ + "Switzerland", + "ski", + "alp" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_830", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "Stonily is used to mean to speak in an solemn, unaffected manner, similar to stones. A stone is what was used to defeat Goliath.", + "In the Bible, there is a story about a boy named David and a philistine giant named Goliath. David conquers goliath with some stones and a sling. Stonily means in an unfriendly way, without showing any emotion. This joke is centered on the word \"stonily\" because we hear the word \"stone\" in it, which relates to how David conquered Goliath.", + "", + "", + "This is a play on words. The word \"stonily\" means in an unfriendly way but a \"stone\" is a rock that was used to kill Goliath in the biblical story." + ], + "Joke keywords": [ + [ + "goliath", + "stonily" + ], + [ + "conquer", + "Goliath", + "stonily" + ], + [ + "" + ], + [ + "" + ], + [ + "conquer me", + "Goliath", + "stonily" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1314", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Crewel is loose twisted yarn used in embroidary that could be kept in a sewing box. Crewel also sounds like cruel, which is causing severe pain.", + "Crewel is loosely twisted yarn used for tapestry and embroidery. Crewel and cruel are homophones. Cruel means causing pain and suffering. It's cruel to prick one's finger on a needle. This joke is centered on the word \"crewel\" and its homophone \"cruel\" because both apply here.", + "A crewel is a type of yarn used for tapestry making", + "crewel is a type of embrodery ", + "This is a play on words. The word \"cruel\" means causing pain or suffering but sounds like \"crewel\" which is a twisted yarn used in sewing." + ], + "Joke keywords": [ + [ + "pricked my finger", + "sewing box", + "crewel" + ], + [ + "pricked my finger", + "needle", + "crewel" + ], + [ + "sewing" + ], + [ + "finger", + "sewing", + "crewel" + ], + [ + "pricked", + "finger", + "sewing", + "crewel" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_350", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "\"White on time\" sounds like \"right on time\" which is a common phrase. Snow is white. The joke is using the word white to replace the word \"right\" because \"white\" references the color of snow. ", + "Snow is white, and came right on time", + "", + "This is a play on words. The phrase \"right on time\" exactly at the agreed upon time but \"right\" sounds like \"white\" which references how snow from the snowstorm is white." + ], + "Joke keywords": [ + [ + "" + ], + [ + "snowstorm", + "fortuitous moment", + "white on time" + ], + [ + "snow" + ], + [ + "" + ], + [ + "snowstorm", + "white on time" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1011", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "A cel is a transparent sheet of celluloid used in animation. Cel also sounds like cell, a small locked room used to imprison a person.", + "\"Cell\" and \"cel\" are homophones. A cel is a transparent sheet of celluloid or similar film material. A cartoon animator draws on cel, or celluloid. Cell here refers to prison cell, which is a place that people who have committed crimes get sent to. ", + "A cel is a sheet used in animation", + "", + "This is a play on words. The word \"cell\" is another term for a prison but a \"cel\" is a sheet where objects are drawn in traditional hand-drawn animation." + ], + "Joke keywords": [ + [ + "animator", + "imprisoned", + "cel" + ], + [ + "cartoon animator", + "imprisoned", + "cel" + ], + [ + "cartoon animator" + ], + [ + "" + ], + [ + "cartoon animator", + "imprisoned", + "cel" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1203", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "To steal is the act of thievery. Steal also sounds like steel, used in the expression muscles of steel, to refer to well trained muscles.", + "\"Steal\" and \"steel\" are homophones. Steel is a type of metal. To say someone has \"muscles of steel\" is to say that they are very strong. Thieves are people that steal when they want something. To steal is to take something of another's without permission. The joke is playing on the words \"steal\" and \"steel\". ", + "The joke uses steal, to rob, instead of the word steel", + "thieves steal things ", + "This is a play on words. The phrase \"muscles of steel\" means having very strong muscles. However \"steel\" sounds like \"steal\" meaning to take something that's not yours, as thieves do." + ], + "Joke keywords": [ + [ + "thieves", + "muscles", + "steal" + ], + [ + "thieves", + "muscles of steal" + ], + [ + "thieves", + "steal" + ], + [ + "thieves", + "steal" + ], + [ + "Thieves", + "steal" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1534", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Pumped is used to mean to draw out information. Pumped contains the word pump, a women's shoe with a higher heel. ", + "A pump is a type of shoe with a medium heel. To pump someone for information means to aggressively get information from someone. This joke is about a shoe store break in, and centers on the different meanings of the word \"pump\".", + "A pump is a type of shoe", + "pumps are a type of shoes with heels ", + "This is a play on words. The word \"pumped\" means to try and acquire information from someone but a \"pump\" is a type of shoe." + ], + "Joke keywords": [ + [ + "shoe store owner", + "pumped" + ], + [ + "shoe store", + "pumped", + "information" + ], + [ + "shoe" + ], + [ + "pumped", + "shoe", + "" + ], + [ + "shoe store", + "pumped", + "for information" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1572", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 2, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "Mocca is a mixture of coffee and cocoa. \"Moccary\" sounds like \"mockery\". Mockery is teasing and contemptuous language used by one on another. So, the joke is saying that the woman is not taking her diet seriously, but making a mockery, or a \"moccary\" of her diet. This joke is playing on the word \"moccary\" because it sounds like \"mockery\" but mocca relates to coffee and cocoa.", + "The speaker is saying moccary (mocca-ry, a joke on a type of coffee) instead of mockery", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "diet", + "coffee shops", + "moccary" + ], + [ + "wife", + "coffee", + "diet" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_354", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Submerged is used to mean both having and doing an excessive amount of work, and to go beneath the surface of the water, which, as a marine life researcher, Cousteau was known for. ", + "Jacques Cousteau was an explorer that did a lot of under water exploring. When someone is submerged in their work, they're consumed by their work. Submerged can also refer to being under water. This joke is playing on the word submerged, and its different uses.", + "Cousteau is best known for deep sea diving", + "", + "This is a play on words. The word \"submerged\" means deeply absorbed in but \"submerged\" also means completely underwater. The joke references how Jacques Cousteau was famous for undersea exploration." + ], + "Joke keywords": [ + [ + "cousteau", + "submerge" + ], + [ + "Cousteau", + "submerged" + ], + [ + "Cousteau" + ], + [ + "" + ], + [ + "Cousteau", + "submerged", + "work" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1661", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 2, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "", + "When someone gets \"a kick out of it\", what they're saying is they find something funny. A kick is a fast swing of the leg, meant to hit something. A donkey is a hoofed mammal that can balance on two legs and still accurately kick out with the back or front feet. This joke is playing on the phrase \"get a kick out of it\" and its different meanings. ", + "", + "donkeys usually kick ", + "This is a play on words. To get a \"kick\" out of something means to really enjoy it but \"kick\" here refers to how donkeys often \"kick\" or strike with their feet." + ], + "Joke keywords": [ + [ + "" + ], + [ + "donkey", + "kick out of it" + ], + [ + "" + ], + [ + "donkey", + "kick" + ], + [ + "donkey", + "kick out of it" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1316", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 3, + 1 + ], + "Natural language explanation": [ + "", + "\"Wheat\" sounds a little bit like \"wait\". The farmers can hardly wait for a good harvest. Wheat is a cereal plant that farmers grow. This joke is playing on the word wheat, using it to replace wait. ", + "Wheat (a type of harvest) is replacing the word wait", + "farmers farm wheat and sounds like wait ", + "This is a play on words. The word \"wait\" means to delay action until a paritcular time but sounds like \"wheat\" which is a type of plant that farmers grow." + ], + "Joke keywords": [ + [ + "" + ], + [ + "farmers", + "wheat", + "good harvest" + ], + [ + "farmers", + "wheat" + ], + [ + "farmers", + "wheat", + "harvest" + ], + [ + "Farmers", + "hardly wheat", + "harvest" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1826", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "The seed of a peach is often called a pit. Pit is also used to refer to the bottom of the stomach, but is also used in the expression pit of of the stomach, a feeling of nervousness or anxiety caused by the nervous system stress response.", + "A synonym for a peach seed is pit. To feel something in the pit of one's stomach means to feel a sick feeling in your stomach, usually from anxiety. The person in this joke swallowed a peach seed and felt anxiety. This joke is playing on the word \"pit\" because it's a synonym for seed, and it's referring to someone's anxiety felt in the stomach after swallowing the seed.", + "A peach seed is known as a pit", + "pit of her stomach is a saying of feeling nervous ", + "This is a play on words. The \"pit\" of someone's stomach is where strong emotions can be felt but a \"pit\" is also a small stone inside some fruit." + ], + "Joke keywords": [ + [ + "swallowed", + "peach seed", + "pit of her stomach" + ], + [ + "peach seed", + "pit of her stomach" + ], + [ + "peach" + ], + [ + "peach", + "seed", + "pit", + "stomach" + ], + [ + "swallowed", + "peach seed", + "pit", + "stomach" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_230", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "A butcher is someone that cuts up meat. Chuck refers to a cut of beef that extends from the neck to the ribs. The butcher's name is Chuck. The joke is playing on the word \"chuck\" and its different meanings (as a name, and as a piece of beef).", + "", + "butcher chuck meats ", + "This is a play on words. The word \"Chuck\" is a common first name but a \"chuck\" steak is a cut of beef." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Chuck", + "butcher" + ], + [ + "" + ], + [ + "butcher", + "chuck" + ], + [ + "name", + "Chuck", + "butcher" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_58", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. To \"spring to mind\" means an idea has occurred to someone. However, \"mind\" sounds like \"mine\" which is a defensive weapon and one type of mine is the Claymore mine." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "modern defensive weapon", + "Claymore", + "springs to mine" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1389", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Astronomical is used to mean both an exorbitant amount, but also pertains to celestial bodies, which a space program studies.", + "Astronomical means a lot. Astronomical can also mean something that pertains to astronomy. Astronomy is the study of the stars and other celestial objects. The joke is playing on the word \"astronomical\" and its different meanings. ", + "Atronomical both refers to the high price and space", + "astronomical is another word for astronomy which is space", + "This is a play on words. The word \"astronomical\" means very high in cost but here \"astronomical\" means relating to astronomy or space." + ], + "Joke keywords": [ + [ + "cost", + "space program", + "astronomical" + ], + [ + "cost", + "space program", + "astronomical" + ], + [ + "space program" + ], + [ + "space", + "astronomical" + ], + [ + "cost", + "space program", + "astronomical" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2208", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Stick is used both to mean to be firm and resolute, but also to fasten with adhesive material, as with glue.", + "When someone \"sticks to their word\" it means that they are going to do what they said they were going to do. Glue is a substance used to stick objects together. When something sticks, it adheres. The joke is playing on the word stick and how it's used in \"stick to their word\" and literally, through glue.", + "Glue causes things to stick together", + "glues is known for sticking to things", + "This is a play on words. To \"stick\" to one's word means to be honest and do what you said you would but here \"stick\" refers to how glue causes objects to stick together." + ], + "Joke keywords": [ + [ + "glue salesman", + "stick" + ], + [ + "glue salesman", + "stick to their word" + ], + [ + "Glue" + ], + [ + "salesman", + "stick" + ], + [ + "glue salesman", + "stick", + "word" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1163", + "Understand the text?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "Retire means to leave one's job or stop working. It typically happens when someone reaches a certain age, like 65 years. \"Retire\" sounds like \"re-tire\" or put tires back on to something. A garage is a storage place of cars. Cars have tires that might need to be re-tired. This joke is playing on the word retire and its different meanings. ", + "", + "gamers stop playing gamers after a while ", + "This is a play on words. The word \"retire\" means to stop working at the end of your career but here \"re-tire\" means putting tires back on cars, as garagemen or mechanics do." + ], + "Joke keywords": [ + [ + "" + ], + [ + "old garagemen", + "never die", + "retire" + ], + [ + "" + ], + [ + "gamers", + "retire" + ], + [ + "GARAGEMEN", + "die", + "retire" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1028", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Make up is used to mean both compensating for something missed, and to mean the broad term cosmetic products, and their application. ", + "\"Make up\" means to compensate for something lost or missed. To take a make up exam means to take an exam that was missed. Make-up refers to cosmetics such as lipstick or powder applied to the face. The joke is talking about a cosmetic student. The joke is playing on the word make up which sounds like \"make-up\". ", + "Makeup is a type of cosmetic", + "cosmetic is another term for makeup ", + "This is a play on words. The term \"make-up exam\" means a test given to students who were absent during the initial exam. However, here \"make up exam\" means a test about make up, since that's what cosmetics students study." + ], + "Joke keywords": [ + [ + "cosmetic student", + "sick", + "exam", + "make up" + ], + [ + "cosmetic", + "sick", + "final exam", + "make up exam" + ], + [ + "makeup", + "cosmetic" + ], + [ + "cosmetic", + "makeup" + ], + [ + "cosmetic student", + "sick", + "Make Up exam" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1605", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 2, + 2 + ], + "Natural language explanation": [ + "Screwing up is an expression for making mistakes, but it is also a description of the action of a ceiling fan.", + "A screw is a metal object similar to a nail, except it has a raised spiral line around it. Installing a ceiling fan requires use of screws. A screw helps fasten pieces together. The screws for the ceiling fan would need to be screwed upwards in order to install it. The installer is \"screwing up\" the fan, or installing the fan into the ceiling. \"Screwing up\" is a saying which means messing up. This joke is playing on the word \"screwing up\" and its different meanings.", + "", + "you need to attach the fan with screws ", + "This is a play on words. The phrase \"screwing up\" means making mistakes but \"screw\" here means to fasten with screws, as one does when fixing a ceiling fan to the ceiling." + ], + "Joke keywords": [ + [ + "trust", + "ceiling fan installer", + "screwing up" + ], + [ + "ceiling fan", + "installer", + "screwing up" + ], + [ + "" + ], + [ + "ceiling", + "installers", + "screrwing" + ], + [ + "ceiling fan installer", + "screwing up" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_961", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 3 + ], + "Natural language explanation": [ + "AM is use to mean the period of time in the morning and a form of radio that uses amplitude modulation.", + "AM means amplitude modulation. AM radio stations have talk shows. AM also means ante meridiem which means in the morning. The joke is playing on the acronym AM since it could stand for amplitude modulation or ante meridiem.", + "An AM radio plays a certain type of frequency. AM also means morning", + "AM means in the mornign ", + "This is a play on words. An \"AM radio\" is radio broadcasting using amplitude modulation transmissions but here \"AM radio\" means radio that you listen to in the morning, or A. M." + ], + "Joke keywords": [ + [ + "morning", + "am radio" + ], + [ + "radio show", + "morning", + "AM radio" + ], + [ + "radio show", + "AM radio" + ], + [ + "radio", + "show", + "AM" + ], + [ + "radio show", + "morning", + "AM radio" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1010", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Reflective is used to mean both self examination and to literally reflect an image on its surface, like a mirror would.", + "Reflective can mean thoughtful. A mirror is a reflective surface, typically of glass coated with metal. Reflective can also mean providing a reflection which is what a mirror will show you. This joke is playing on the word \"reflective\" and its different meanings.", + "Mirrors reflect", + "mirrors reflect things ", + "This is a play on words. The word \"reflective\" means having deep or introspective thoughts but \"reflective\" also means showing one's reflection, as a mirror does." + ], + "Joke keywords": [ + [ + "mirror", + "reflective" + ], + [ + "mirror", + "reflective" + ], + [ + "mirror" + ], + [ + "mirror", + "reflective" + ], + [ + "mirror", + "reflective" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_30", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "Gushed is used to mean both an outpouring of words and also oil as its release from the earth.", + "When someone strikes oil, it usually comes out in a sudden copious flow. This is called gushing. When someone \"gushes\" or if they \"gushed\" it means that they are being effusive.", + "", + "oil gush from the ground ", + "This is a play on words. The word \"gushed\" means to speak with exaggerated enthusiasm but here \"gushed\" means flowing out suddenly in large volume, as oil does from the ground once an oil spring is struck." + ], + "Joke keywords": [ + [ + "struck oil", + "gushed" + ], + [ + "struck oil", + "gushed" + ], + [ + "" + ], + [ + "oil", + "gushed" + ], + [ + "struck oil", + "gushed" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1588", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Made the cut is an expression used to mean meeting the requirements. Cut is also used to mean to slice into, the specific action that a surgeon would make in the course of their duties.", + "A surgeon is a doctor that helps heal people through surgery. Surgery is characterized by cutting into someone and removing something that doesn't belong, or fixing something that needs to be fixed. To make the cut means to meet a requirement. This joke is playing on the word \"cut\" and its different meanings. ", + "To make the cut is to pass. Surgeons cut.", + "surgeons have to cut people for surgery ", + "This is a play on words. To \"make the cut\" means to pass to the next stage but here \"make the cut\" means to cut into a patient's body during a surgical operation." + ], + "Joke keywords": [ + [ + "medical student", + "surgeon", + "made the cut" + ], + [ + "medical school", + "surgeon", + "made the cut" + ], + [ + "surgeon", + "medical school" + ], + [ + "medical", + "surgeon", + "cut" + ], + [ + "passing", + "surgeon", + "made the cut" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1521", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + "", + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 2, + 0, + 3, + 2 + ], + "Natural language explanation": [ + "Suspended is used to mean to be barred from school for a period of time and to mean to hang in the air, which is the eventual result of bungee jumping.", + "Bungee jumping is the activity of jumping from a high place while secured by a long rubber band tied around the ankles. To be suspended means to be supported by attachment from above, to be hanging. \"Suspended\" can refer to being prohibited from a place. So, if someone is suspended from school, then they are prohibited from going to school for however long they were told they must stay away. This joke is playing on the word \"suspended\" and its different uses. ", + "", + "you need to suspend up in the sky to jump ", + "This is a play on words. To be \"suspended\" from school is a punishment where a student is temporarily prohibited from attending classes. However, here \"suspended\" means hanging in the air as one would be while bunging jumping." + ], + "Joke keywords": [ + [ + "skipping school", + "bungee jump", + "suspended" + ], + [ + "skipping school", + "bungee jump", + "suspended" + ], + [ + "" + ], + [ + "skipping", + "school bungee", + "jump", + "suspended" + ], + [ + "Skipping school", + "bungee jump", + "suspended" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1593", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "Quarters are coins that are worth twenty-five cents. Four quarters are worth the same as one dollar. Quarters can also mean a living space. Rental agents offer living spaces, or quarters to people. The joke is playing on the word quarters and how it relates to money and to a living space.", + "", + "", + "This is a play on words. A \"quarter\" is a place for people to live but a \"quarter\" is also a coin worth twenty five cents." + ], + "Joke keywords": [ + [ + "" + ], + [ + "rental agents", + "quarters", + "dollars" + ], + [ + "" + ], + [ + "" + ], + [ + "Rental agents", + "quarters for dollars" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1563", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1583", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 3, + 3 + ], + "Natural language explanation": [ + "", + "When someone makes a spectacle of themselves, it means that they drew attention to themselves by behaving in a ridiculous way in public. Spectacles are glasses. The joke is playing on the phrase \"made a spectacle of himself\" because it could be literal, as in, the optician turned himself into spectacles, or figurative. ", + "", + "opticians make specs which are glasses", + "This is a play on words. A \"spectacle\" is a visually striking display but \"spectacles\" are also another term for glasses, which opticians are in charge of creating." + ], + "Joke keywords": [ + [ + "" + ], + [ + "optician", + "lens", + "spectacle of himself" + ], + [ + "" + ], + [ + "optician", + "lens", + "spectacle" + ], + [ + "optician fell", + "lens grinding machine", + "spectacle of himself" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_625", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 0, + "", + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 3, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "To \"go to bits\" means to become emotionally unstable. A bit is the smallest unit of measurement used to quantify computer data. A programmer is someone who writes computer programs. This joke is playing on the phrase \"go to bits\" because \"bits\" also refers to a programmer quantifying computer data. ", + "", + "", + "This is a play on words. To \"go to bits\" means to become emotionally unstable but a \"bit\" in programming is the smallest unit of data in a computer" + ], + "Joke keywords": [ + [ + "" + ], + [ + "old programmers", + "never die", + "go to bits" + ], + [ + "" + ], + [ + "" + ], + [ + "PROGRAMMERS", + "die", + "go to bits" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1043", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "I think \"hard sell\" sounds like \"hard cell\", or a prison cell with hard, cement floors. \"A hard sell\" refers to someone the cannot be sold something easily, this could refer to stocks. This joke is playing on the term \"hard sell\" because it sounds like \"hard cell\". ", + "", + "", + "This is a play on words. A \"hard sell\" is the use of aggressive salesmanship or advertising, which someone on Wall Street would use when conducting business. However, \"sell\" sounds like \"cell\" which is a room where a prisoner is locked up. Here, a \"hard cell\" refers to the uncomfortable prison where the Wall Street wizard is forced to stay." + ], + "Joke keywords": [ + [ + "" + ], + [ + "Wall Street Wizard", + "hard sell" + ], + [ + "" + ], + [ + "" + ], + [ + "sentence", + "convicted Wall Street wizard", + "hard sell" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_2088", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 3, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Short is used to mean both of diminutive stature and to not have enough money to pay for an item.", + "\"He was a little short\" can refer to the boy being short of cash and not being able to pay for lunch. \"He was a little short\" can also refer to the small boy's height, saying he is too short to reach over the counter and hand over the money.", + "Short references both his height and the lack of money", + "", + "This is a play on words. To be \"short\" on cash means to not have enough money to pay for something but here \"short\" means being small or not tall." + ], + "Joke keywords": [ + [ + "small boy", + "counter", + "pay", + "short" + ], + [ + "small boy", + "lunch", + "little short" + ], + [ + "boy", + "short" + ], + [ + "" + ], + [ + "small boy", + "pay", + "short" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1861", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 3, + 2 + ], + "Natural language explanation": [ + "Growing on me is an expression used to mean coming to enjoy after initial dislike. It is also being used literally, as a person's hair is constantly growing.", + "If something is \"growing on someone\" it means that the person is becoming fond of something. The person hated their haircut, but now they are growing fond of it. Growing can also mean to increase in size or amount, so maybe this person hated their haircut, but they're happy their hair is growing which will ultimately change the haircut. This joke is playing on the word \"growing\" and its different meanings on how it pertains to hair. ", + "The haircut is literally growing", + "hair gorws out of the head ", + "This is a play on words. The phrase \"growing on me\" means something becomes more appealing as time passes but here \"growing on me\" refers to hair literally growing longer over time after a haircut." + ], + "Joke keywords": [ + [ + "hated", + "haircut", + "growing on me" + ], + [ + "haircut", + "growing on me" + ], + [ + "haircut" + ], + [ + "" + ], + [ + "hated", + "haircut", + "growing on me" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_976", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 3, + 0 + ], + "Natural language explanation": [ + "", + "", + "If you take credit for making it rain, you'll be blamed for there being none", + "drought is another term for rain ", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "rain", + "drought" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1238", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "Deodorant is a substance applied to the body to prevent sweat or mask the smell of it. No sweat is an expression that means easy, which applying deodorant typically is.", + "", + "Deodorant prevents sweating", + "deodorant helps cause less sweat ", + "This is a play on words. The phrase \"no sweat\" means very easy but here \"no sweat\" means no \"sweat\" or perspiration due to the use of deodorant. " + ], + "Joke keywords": [ + [ + "deodorant", + "no sweat" + ], + [ + "" + ], + [ + "deodorant" + ], + [ + "deodorant", + "sweat" + ], + [ + "Using deodorant", + "no sweat" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_775", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "Joints is a slang term for cheap or disreputable gathering places, which a bar that has brawls happening would be. Joint also means the point of articulation of two or more bones, which both the knee and elbow are.", + "", + "Joints refers to both places to hang out and bones", + "", + "This is a play on words. A \"joint\" is a term for a drinking establishment but a \"joint\" is also part of the body where two parts of the skeleton are fixed together, like the knee or elbow." + ], + "Joke keywords": [ + [ + "knee", + "elbow", + "barroom", + "joint" + ], + [ + "" + ], + [ + "joints" + ], + [ + "" + ], + [ + "knee dislocated", + "barroom brawls", + "stay away", + "joints" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1113", + "Understand the text?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 1, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "This is a play on words. The phrase \"plumb loco\" means crazy or insane. However, \"plumb\" also means to measure the depth of a body of water. Here \"plumb loco\" means the person who installed the water pipes was crazy due to not plumbing or measuring the water depth correctly." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "installed", + "water pipes", + "plumb loco" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "het_1209", + "Understand the text?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 1, + 2, + 3 + ], + "Natural language explanation": [ + "A play on the phrase sign on the dotted line, an instruction to place a signature in a specific spot on a document, which a person would do on an employement contract, in this case a teacher. Sine is a function in mathematics, that a math teacher would instruct in. A sine, which is a curve might also be represented on a graph that uses dotted lines for the x and y axes.", + "", + "Sine, sounds like sign, is a mathematical term", + "sine is a math term used in math ", + "This is a play on words. To \"sign\" on the dotted line means to put one's signature on a contract but \"sine\" is a mathematical term for a function in trigonometry." + ], + "Joke keywords": [ + [ + "hiring", + "math majors", + "sine on the dotted line" + ], + [ + "" + ], + [ + "math" + ], + [ + "sine", + "math" + ], + [ + "math majors", + "sine on the dotted line" + ] + ], + "Annotator_IDs": [ + 10, + 3, + 4, + 0, + 1 + ] + }, + { + "ID": "hom_1441", + "Understand the text?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + "", + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 3, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'hiding' which in this context means the action of concealing someone or something, but it's also being used because 'hide' can also mean the skin of an animal, especially when tanned or dressed.", + "The joke is a pun. Tanners are people who 'tan' hides of animals, making leather or similar materials. 'Hiding' sounds like it may have something to do with animal hides, but it means to make oneself unseen or unnoticed.", + "Tanning is the process of refining leather hiders.", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying." + ], + "Joke keywords": [ + [ + "" + ], + [ + "tanners", + "die", + "hiding" + ], + [ + "TANNERS", + "die", + "go into hiding" + ], + [ + "OLD TANNERS", + "never die", + "hiding" + ], + [ + "OLD TANNERS", + "die", + "go into hiding" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_157", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "pipe down means be quiet and plumbers work with pipes ", + "This is a pun on the phrase 'pipe down' which commonly means to be quiet, but it's also being used because plumbers work on pipes", + "The joke is a pun. Plumbers are workers who deal with piping and running water. To 'pipe down' means to keep quiet.", + "Plumbers are professionals who install and maintain pipe systems for buildings.", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying." + ], + "Joke keywords": [ + [ + "PLUMBERS", + "pipe" + ], + [ + "plumbers", + "die", + "pipe down" + ], + [ + "PLUMBERS", + "die", + "pipe down" + ], + [ + "OLD PLUMBERS", + "never die", + "pipe down" + ], + [ + "OLD PLUMBERS", + "die", + "pipe down" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1082", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "I think the joke is a pun. 'Aches' sounds similar to 'eggs'. Chickens lay eggs, and instead of dying, maybe old chicken farmers just have a lot of aches, or pains.", + "", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "CHICKEN FARMERS", + "die", + "end up with a dozen aches" + ], + [ + "" + ], + [ + "OLD CHICKEN", + "never", + "just end up with a dozen aches" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1078", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 3, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'monumental', which great in importance, extent, or size, but it's also being used because statues ae also known as monuments", + "The joke is a pun. A statue may be called a 'monument' dedicated to some person, group, or event. A 'monumental occasion' means an event that is great in importance, extent, or size.", + "A statue could also be called a monument, and monumental means grand or wonderful. ", + "It was monumental in the sense of being important and, also, literally a monument." + ], + "Joke keywords": [ + [ + "" + ], + [ + "unveiling", + "statue", + "monumental" + ], + [ + "unveiling", + "statue", + "monumental occasion" + ], + [ + "unveiling", + "statue", + "monumental" + ], + [ + "unveiling", + "statue", + "monumental occasion" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1027", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 4, + 3, + 4 + ], + "Natural language explanation": [ + "emotional bagage is not physical bagage ", + "This is a pun on 'emotional baggage' which are the feelings you have about your past and the things that have happened to you, which often have a negative effect on your behaviour and attitudes. It's also being used here because when you fly you have to check your baggage ", + "The joke is a pun. Air lines charge for baggage, meaning luggage, brought on a plane. 'Emotional baggage' means personal psychological problems that a person may have from their experiences.", + "airlines | cash - strapped | charged me | emotional baggage", + "Okay, this one actually made me laugh. Baggage is the luggage people take on planes while emotional baggage is more like the breakdown you have once you're on the plane." + ], + "Joke keywords": [ + [ + "" + ], + [ + "airlines", + "strapped", + "emotional baggage" + ], + [ + "airlines", + "cash - strapped", + "charged", + "emotional baggage" + ], + [ + "" + ], + [ + "airlines", + "cash-strapped", + "emotional baggage" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_369", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "Just because Tom's tone and the Netherlands are both flat, doesn't mean this joke is funny." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Netherlands", + "flatly" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1677", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 4, + 2, + 0 + ], + "Natural language explanation": [ + "behind can mean going too slow or it can mean his butt ", + "This is a pun on the phrase 'got a litte behind in his work', which usually means that someone has lacked productivity in work, but it's also being used because the butcher backed into the grinder implying that some of his rear end (behind) got caught into the grinder and is now in the rest of his meant (work)", + "The joke is a play on words. Being 'a little behind' means having less work done than expected. 'Behind' can also mean a person's rear end, or butt. The butcher backed up into the meat grinder, and got a little of his behind in the work.", + "The pun is using the word behind in reference to his lower body, as he backed into a meat grinder, and got his lower body into the meat product he was probably making.", + "" + ], + "Joke keywords": [ + [ + "butcher", + "behind" + ], + [ + "butcher", + "grinder", + "behind" + ], + [ + "butcher", + "backed up", + "into", + "meat grinder", + "a little behind", + "in his work" + ], + [ + "butcher", + "backed up", + "meat grinder", + "behind" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_898", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'for the birds' which means something as useless, meaningless, or only believed by the gullible, but it's also being used because in the game of badminton, players hit shuttlecocks or birdies", + "The joke is a play on words. 'For the birds' is a phrase that means 'not worth consideration, or unimportant.' The object that players hit back and forth in badminton is called a 'birdie'.", + "", + "This joke is weirdly phrased. I get that birdies are the pieces that badminton players swing at, but no one would understand what \"for the birds\" means." + ], + "Joke keywords": [ + [ + "" + ], + [ + "badminton", + "for", + "birds" + ], + [ + "Badminton", + "players", + "for the birds" + ], + [ + "" + ], + [ + "Badminton players", + "birds" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1030", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. Sweeney Todd is a horror film about a barber with blades on his fingers. 'Sheer' means 'nothing other than; unmitigated (used for emphasis).' The word sounds identical to 'shear' which refers to a blade used for cutting hair.", + "", + "This is a play on 'shear terror' - something very scary - and the 'sheers' that Sweeney Todd uses in the musical." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "Sweeney Todd", + "sheer", + "terror" + ], + [ + "" + ], + [ + "Sweeney Todd'", + "sheer terror" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_2244", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'waste away' which usually means to become thinner and weaker because of illness or lack of food, but it's also being used because sanitation men work in waste management", + "The joke is a pun. Sanitation workers deal with cleaning waste. To 'waste away' means to deteriorate, rot, or wither.", + "A sanitation worker is someone who cleanes or disposes of waste.", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying." + ], + "Joke keywords": [ + [ + "" + ], + [ + "sanitation men", + "die", + "waste" + ], + [ + "SANITATION MEN", + "die", + "waste away" + ], + [ + "OLD SANITATION WORKERS", + "never die", + "waste away" + ], + [ + "OLD SANITATION MEN", + "die", + "waste away" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_597", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "feat sounds like feet ", + "This is a pun on 'feat' which in this context means an achievement that requires great courage, skill, or strength, but it's also being used because it sounds exactly similar to 'feet' which is what the spectators would actually be starring at if the walker was wearing diamond-laced slippers", + "The joke is a pun. 'Feat' refers to a performance, skill, or trick. The word feat sounds identical to 'feet' which refers to the body part that people walk on.", + "", + "A feat is a bold attempt and it's an allusion to the feet that the tightrope walker performed on." + ], + "Joke keywords": [ + [ + "tightrope walker", + "feat" + ], + [ + "tightrope", + "diamond", + "feat" + ], + [ + "tightrope walker", + "wore", + "diamond - laced slippers", + "spectators", + "stare", + "tightrope walker' s", + "feat" + ], + [ + "" + ], + [ + "tightrope walker", + "diamond-laced slippers", + "feat" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1996", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "ignited can mean to set off or it can mean to start a fire ", + "This is a pun on 'ignited' which in this context means to arouse or inflame (an emotion or situation), but it's also being used because 'ignite' can also mean catch fire or cause to catch fire, and fire fighters deal with fires", + "The joke is a pun. A fire fighter deals with putting out flames that are out of control. 'Ignite' can mean to start a fire, or it can mean to start thinking, doing, or feeling some way.", + "Fire fighers are professionals who tend to uncontrolled or accidental fires. Ignite has to do with create a flame or combustion event, and igniting interest means it raises or creates your interest for something.", + "Just because this is a pun on ignited fires doesn't mean the joke is funny." + ], + "Joke keywords": [ + [ + "fire", + "ignited" + ], + [ + "fire fighter", + "ignited", + "interest" + ], + [ + "Being", + "fire - fighter", + "ignited", + "interest" + ], + [ + "fire - fighter", + "ignited", + "interest" + ], + [ + "fire-fighter", + "ignited my interest" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_924", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 0, + 2, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'coral' which in this case is initially referring to a type of necklace, but it's also being used because the alternative spelling of 'choral' sounds similar and refers to something composed for or sung by a choir or chorus.", + "", + "A coral necklace might refer to a neclace with coral reef colors. Coral sounds like choral, as in chorus or a group of singers.", + "Just because this is a pun on coral/chorale (a type of singing group), doesn't mean it's funny." + ], + "Joke keywords": [ + [ + "" + ], + [ + "singers", + "coral", + "necklaces" + ], + [ + "" + ], + [ + "group", + "singers", + "coral necklaces" + ], + [ + "group of singers", + "coral necklaces" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_906", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "plant can refer to planting a plant but planting your feet can mean you firmly work them into the ground ", + "This is a pun on the phrase 'plant ones feet' which means to insist on something firmly or with stubbornness, but it's also being used because gardeners literally plant things ", + "The joke is a pun. To 'plant' one's feet means to stand on the ground in a solid and firm manner. 'Plant' can also refer to the plant life growing in a garden or the act of putting one in the ground by burying its roots.", + "", + "Another failed pun: planting one's feet vs the planting that gardeners do." + ], + "Joke keywords": [ + [ + "Gardeners", + "plant" + ], + [ + "gardeners", + "plant", + "feet" + ], + [ + "Gardeners", + "plant", + "feet" + ], + [ + "" + ], + [ + "Gardners", + "plant their feet" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_704", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 1, + 1 + ], + "Natural language explanation": [ + "rose can mean the color or it can be the past tense of rise ", + "This is a pun on 'rose' which in this context is referring to the color rose, but it's also being used because 'rose' can also mean the past tense of 'rise' which is what the sun does in the early morning", + "The joke is a pun. 'Rose' can describe a specific shade of red, or it can mean the past tense of 'rise' meaning the thing has already risen. The sun 'rises' or may have 'rose' in the morning.", + "Rose can refer to a color type of dark red hue, and it also refers to something haven risen, which is what the sun does in the morning - it rises.", + "Rose is a color and a pun on what the sun did this morning." + ], + "Joke keywords": [ + [ + "sun", + "rise" + ], + [ + "color", + "sun", + "rose" + ], + [ + "color", + "sun", + "early morning", + "rose" + ], + [ + "color", + "sun", + "early morning", + "rose" + ], + [ + "color", + "sun", + "early morning", + "rose" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_623", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "Most people wouldn't get or appreciate this joke." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Bet", + "coupier" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_77", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 1, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 1, + 0, + 2 + ], + "Natural language explanation": [ + "knotty sounds like naughty ", + "This is a pun on 'naughty' which means (especially of children) disobedient; badly behaved, but 'knotty' is used in it's place because it sounds similar and because 'knotty' means to be full of knots which is what can happen to string when children play with it ", + "The joke is a pun. 'Knotty' sounds like 'naughty' which means disobedient or badly behaved. A 'knot' is a fastening made by tying a piece of string, rope, or something similar.", + "", + "Strings tie in knots, and 'knotty' is a pun on 'naughty'." + ], + "Joke keywords": [ + [ + "Children", + "knotty" + ], + [ + "children", + "knotty", + "string" + ], + [ + "Children", + "knotty", + "string" + ], + [ + "" + ], + [ + "Children", + "knotty things", + "string" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_949", + "Understand the text?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 0, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "knock can mean say something derisive or it can mean tap on something to make a noise ", + "", + "The joke is a pun. 'Don't knock it' is a phrase that means something along the lines of 'don't judge it yet'. One might knock a door by tapping it with their knuckles to alert someone on the other side to open the door.", + "", + "" + ], + "Joke keywords": [ + [ + "door", + "knock" + ], + [ + "" + ], + [ + "commented", + "friend' s", + "psychedelic door", + "said", + "Don' t Knock It" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1730", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 2, + 3 + ], + "Natural language explanation": [ + "aweigh sounds like away ", + "This is a pun on 'away' which means to or at a distance from a particular place, person, or thing. But 'aweigh' is used in it's place because it sounds similar and it means (of an anchor) raised just clear of the sea or riverbed. On a news team, an anchor is someone who is generally a host of the program, but 'anchor' is also a device used on ships to plant themselves in place", + "The joke is a pun. In sailing, when the 'anchor is aweigh' it means that the anchor of the boat has been hoisted onto the boat and it can now sail freely. The phrase sounds just like 'the anchor is away' where 'anchor' means a news anchor, or host or reporter, and away simply means not being present.", + "A news anchor is someone who reports the news as a primary communicator. Sailing through the reports means quickly going through them, and sailing and anchor are also both terms relative to sea travel. ", + "This is a pun on 'anchors aweigh': a phrase used by sailors, and news anchors." + ], + "Joke keywords": [ + [ + "sailed", + "aweigh" + ], + [ + "sailed", + "anchor", + "aweigh" + ], + [ + "weekend", + "reporter", + "sailed through", + "newscasts", + "while", + "anchor was aweigh" + ], + [ + "weekend reporter", + "sailed through", + "newscasts", + "anchor", + "aweigh" + ], + [ + "reporter", + "sailed", + "anchor was aweigh" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_736", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "from scratch' means 'from the beginning of a process using only raw materials', and is also a pun on a scratch made in car metal." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "parking lots", + "arguments", + "start from scratch" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_238", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_170", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 3, + 0, + 2 + ], + "Natural language explanation": [ + "going though a stage can mean he was literally passing though the stage or it can mean passing through a way of doing things", + "This is a pun on the phrase 'going through a stage' which means to experience or be in the midst of a temporary period of change, development, or fluctuation, but it's also being used because 'going through a stage' is literally what Houdini was doing when he entered through trap doors", + "The joke is a pun. 'Going through a stage' could mean a period of time where something one does is common, until moving on and doing something differently after a certain point in their life. A trap door on a stage would make someone literally fall in or go through the stage.", + "", + "He was going through a stage of his performance style while literally going through the stage using trap doors." + ], + "Joke keywords": [ + [ + "trap doors", + "stage" + ], + [ + "Houdini", + "trap doors", + "stage" + ], + [ + "Houdini", + "used", + "trap doors", + "going through a stage" + ], + [ + "" + ], + [ + "Houdini", + "trap doors", + "act", + "going through a stage" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_708", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 2, + 1, + 2, + 2 + ], + "Natural language explanation": [ + "byte sounds like bite ", + "This is a pun on 'bite' which is (of a person or animal) use the teeth to cut into or through something, but 'byte' is used in it's place because it sounds similar and refers to a group of binary digits or bits (usually eight) operated on as a unit which is related to computers", + "The joke is a pun. 'Byte' sounds identical to 'bite'. A 'byte' is a group of binary digits or bits (usually eight) operated on as a unit. The other 'bite' means to use one's teeth to chomp down or apply pressure to something.", + "A byte, which sounds like bite, refers to a unit of measurement in memory for computers. ", + "This is a pun on computer bytes vs dog bites. 'His bark is worse than his bite' is a saying that means he's less dangerous than his threats make him sound." + ], + "Joke keywords": [ + [ + "dog", + "byte" + ], + [ + "dog", + "computer", + "byte" + ], + [ + "dog", + "computer literate", + "bark", + "worse than", + "byte" + ], + [ + "dog", + "computer literate", + "bark", + "byte" + ], + [ + "dog", + "computer", + "bark be worse than his byte" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1243", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 0, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "celling sounds like selling ", + "", + "", + "", + "Bees store their honey in cells in a beehive, what 'celling' puns." + ], + "Joke keywords": [ + [ + "Bees", + "honey" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Bees", + "money", + "celling their honey" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1215", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "Rabbits are know to wander through garden patches, and a bad patch refers to a low point in life.", + "Lame pun. A bad patch is a rough phase someone goes through, and is a pun on crop patches that rabbits eat." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "rabbit", + "depressed", + "bad patch" + ], + [ + "rabbit", + "depressed", + "going through a bad patch" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1260", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 0, + 1 + ], + "Natural language explanation": [ + "cinch can mean a girth for a Western saddle or pack or an extremely easy task ", + "This is a pun on 'cinch' which in this context initially means an extremely easy task, but it's also being used because 'cinch' can also mean fix (a saddle) securely by means of a girth; girth up (a horse).", + "The joke is a pun. A 'cinch' is a girth for a Western saddle or pack and it secures it in place. A cinch can also mean an extremely easy task.", + "", + "Most people don't know how the word 'cinch' refers to horseback riding." + ], + "Joke keywords": [ + [ + "saddle", + "cinch" + ], + [ + "saddle", + "horse", + "cinch" + ], + [ + "put", + "saddle", + "on", + "horse", + "won' t slip", + "It' s a cinch" + ], + [ + "" + ], + [ + "saddle", + "horse", + "slip", + "cinch" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1396", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 2, + 1 + ], + "Natural language explanation": [ + "coroner sounds like corner ", + "This is a pun on the phrase 'painted himself into a corner' which means to put oneself in a bad position, but 'coroner' is used in it's place because it sounds similar and because a 'coroner' is an official who investigates violent, sudden, or suspicious deaths, which is who you'd probably come across if you were dying", + "The joke is a play on words. To 'paint oneself into a corner' means to put oneself in a bad position. A 'coroner' is an official who investigates violent, sudden, or suspicious deaths.", + "Painting yourself into a corner means you trapped yourself, and cororner, as in someone who declares and confirms a death, sounds like corner.", + "I know that 'coroner' is someone who examines dead bodies and is a play on 'corner', but that doesn't make the joke makes sense." + ], + "Joke keywords": [ + [ + "dying artist", + "coroner" + ], + [ + "artist", + "painted", + "coroner" + ], + [ + "dying artist", + "painted", + "into a coroner" + ], + [ + "dying artist", + "painted", + "cororner" + ], + [ + "dying artist", + "painted himself into a coroner" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_2133", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a joke simply on the fact that elephant's weigh a lot ", + "The joke is a play on words. For an argument to 'carry a lot of weight' means it is a sound argument and others can see the reasoning, or that the person who said it is respected by others who value their opinion. 'Weight' however may be referring to the fact that elephants are very large heavy animals.", + "Elephant's are large heavy animals, and an opinion with weight is a valid and valuable opinion.", + "Opinions can carry a lot of weight and so can elephant bodies." + ], + "Joke keywords": [ + [ + "" + ], + [ + "elephant's", + "opinion", + "weight" + ], + [ + "elephant' s", + "opinion", + "carries a lot of weight" + ], + [ + "elephant's opinion", + "lot of weight" + ], + [ + "elephant's opinion", + "a lot of weight" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_775", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 0, + 0, + 2 + ], + "Natural language explanation": [ + "ceiling sounds like sealing ", + "This is a pun on 'sealing' which is the application of a nonporous coating to a surface to make it impervious, but 'ceiling' is used in it's place since it sounds similar and is the upper interior surface of a room or other similar compartment, where water leaks usually happen", + "", + "", + "It's a problem with the sealing that is literally located in the ceiling." + ], + "Joke keywords": [ + [ + "leaking", + "ceiling" + ], + [ + "water", + "leaking", + "ceiling" + ], + [ + "" + ], + [ + "" + ], + [ + "Water leaking", + "wallboard", + "ceiling problem" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_444", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "Disney sounds like dizzy ", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "Mickey Mouse", + "Disney" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_2231", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 2, + 2, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'unique teaching position' in that it is initially referring to the idea that teaching yoga is a unique role, but it's also being used because in yoga you literally contort your body into unique positions", + "The joke is a pun. Yoga involves moving the body into different positions or angles. A 'position' can also mean employment.", + "Yoga is a type of meditative excersice where people form positions to strengthen their body and core. It's a pun on the phrase unique teaching position, as in a yoga position and teaching position.", + "It's a unique teaching post that requires the instructor to get into unique physical positions while teaching." + ], + "Joke keywords": [ + [ + "" + ], + [ + "yoga", + "unique", + "position" + ], + [ + "yoga instructor", + "offers", + "unique", + "teaching", + "position" + ], + [ + "yoga instructor", + "unique teaching position" + ], + [ + "yoga instructor", + "unique teaching position" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1114", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 2 + ], + "Natural language explanation": [ + "", + "This is a pun on 'foundation' which is initially referring to the definition of an underlying basis or principle, but it's also being used because 'foundation' can also mean the lowest load-bearing part of a building, typically below ground level, and to get this one would need to excavate the earth and therefore interacting with some geology", + "The joke is a pun. Geology is the science that deals with the earth's physical structure and substance, its history, and the processes that act on it. This means the 'foundation' of the earth is the topic covered. A 'foundation' of something can also mean a starting point for building experience or success.", + "Foundation might be referring to ground foundation, or the ground, but also the principal building block of an education. Geology is the study of rocks and minerals.", + "A foundation is a starting point for something and here it puns upon the rock foundation that makes up the earth." + ], + "Joke keywords": [ + [ + "" + ], + [ + "geology", + "foundation", + "education" + ], + [ + "Geology", + "class", + "foundation", + "decent education" + ], + [ + "Geology class", + "foundation", + "education" + ], + [ + "Geology class", + "foundation", + "education" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_680", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "These [PROFESSION]'s daughter jokes are not that clever or funny." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "Farmer's daughter", + "ways to fertilize" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_82", + "Understand the text?": [ + 1, + 0, + 0, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_935", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. 'Bud' is referring to 'Bud Light' a brand of beer. To say something 'lightly' means to say it softly or quietly.", + "Bud is referring to bud light, a famous light beer.", + "This is a pun on Bud light, a type of beer." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "This Bud' s for you", + "said", + "lightly" + ], + [ + "Bud's", + "lightly" + ], + [ + "Bud's", + "lightly" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_358", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 1, + 2 + ], + "Natural language explanation": [ + "platter sounds like matter ", + "This is a pun on the phrae 'mind over matter' which means the use of willpower to overcome physical problems, but 'platter' is used in it's place because it sounds similar and you usually eat your meals off a plattr or plate", + "The joke is a play on words. The phrase 'mind over matter' means the use of willpower to overcome physical problems. 'Matter' was replaced with 'platter' because the topic is a diet, and a platter is a serving plate for food.", + "Platter rhymes with matter, as in mind over matter. This pun is about using will power to overcome the sight of food and wanting to eat it.", + "It's a play on 'mind over matter', using 'platter' instead to refer to the food aspect of the joke." + ], + "Joke keywords": [ + [ + "diet", + "platter" + ], + [ + "diet", + "mind", + "platter" + ], + [ + "successful", + "diet", + "mind over platter" + ], + [ + "successful diet", + "mind over platter" + ], + [ + "diet", + "triumph", + "mind over platter" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1866", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 1, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 1, + 0 + ], + "Natural language explanation": [ + "blow can mean a breath or it can mean a strike ", + "This is a pun on 'fatal blow' which usually means a forcible stroke that kills a living thing, but it's also being here because when you take a breath you are blowing air out, so if you're last breath would be a fatal blow meaning it's the last breath before you die", + "", + "A last breath is the final breath before you die, and fatal means deadly.", + "" + ], + "Joke keywords": [ + [ + "breath", + "blow" + ], + [ + "breath", + "fatal", + "blow" + ], + [ + "" + ], + [ + "last breath", + "fatal blow" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_566", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1348", + "Understand the text?": [ + 1, + 0, + 0, + 0, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + "", + 0, + "", + "" + ], + "Is a Joke?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 0, + 0 + ], + "Natural language explanation": [ + "", + "", + "", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_2122", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "This is a pun on 'check out' which in this context means enter the price of goods in a supermarket into a cash machine for addition and payment by a customer, but 'check out' is also an informal way of saying death", + "The joke is a pun. To 'check out' may refer to paying at the cashier when at a store. 'Check out' may also mean to leave or to become unconscious or even become dead.", + "A cashier is someone who checks people out at a store when they pay for their items.", + "These OLD PROFESSIONS jokes rarely work because the puns are not metaphors for dying." + ], + "Joke keywords": [ + [ + "" + ], + [ + "cashiers", + "die", + "check out" + ], + [ + "CASHIERS", + "die", + "check out" + ], + [ + "OLD CASHIERS", + "never die", + "check out" + ], + [ + "OLD CASHIERS", + "die", + "check out" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_825", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 1 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 2, + 1, + 2, + 0, + 0 + ], + "Natural language explanation": [ + "plaque sounds like pack ", + "This is a pun on the phrase 'leader of the pack' which is someone that is a leader or head of an organization, club, gang, etc, but 'plaque' is used in it's place because it sounds similar and because it refers to the sticky film of bacteria that constantly forms on teeth, which is what you'd get if you had bad teeth", + "The joke is a play on words. Being the 'leader of the pack' means to be in the front of the group, leading the charge. 'Pack' was replaced with 'plaque' which is the bacteria and germs that grow on teeth when they aren't cleaned.", + "", + "" + ], + "Joke keywords": [ + [ + "motorcycle rider", + "plaque" + ], + [ + "motorcycle", + "teeth", + "plaque" + ], + [ + "A motorcycle rider with bad teeth is the leader of the plaque." + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_449", + "Understand the text?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 0, + 0, + 1 + ], + "Funniness (1-5)": [ + 2, + 1, + 0, + 0, + 1 + ], + "Natural language explanation": [ + "Baldwin sounds like bald when ", + "This is a pun on the phrase 'bald when they lose their hair', but 'Baldwin' is used in it's place because it sounds similar and because Baldwin is a company that makes pianos", + "", + "", + "Cheap pun. Classical music isn't widespread enough to know what Baldwin refers to anymore." + ], + "Joke keywords": [ + [ + "Piano players", + "Baldwin" + ], + [ + "piano", + "bladwin", + "lose", + "hair" + ], + [ + "" + ], + [ + "" + ], + [ + "Piano players", + "Baldwin", + "lose their hair" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_542", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 1, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "The joke is a pun. To gain pounds would make someone heavy. To say something heavily means to say it to a great degree; in large amounts, or with great force.", + "Gaining weight might lead to someone being heavy weight.", + "He said it heavily because he'd gotten heavier. Slow clap for that pun." + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "gained", + "pounds", + "said", + "heavily." + ], + [ + "gained thirty pounds", + "heavily" + ], + [ + "gained", + "pounds", + "heavily" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_151", + "Understand the text?": [ + 1, + 1, + 0, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 0, + 0, + 0, + 1, + 1 + ], + "Funniness (1-5)": [ + 0, + 0, + 0, + 1, + 1 + ], + "Natural language explanation": [ + "", + "", + "", + "Will, as in will power, is also a force of might.", + "What is it with Tom and cheap puns?" + ], + "Joke keywords": [ + [ + "" + ], + [ + "" + ], + [ + "" + ], + [ + "I will", + "might" + ], + [ + "Perhaps", + "will", + "might" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_2076", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 0 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + "" + ], + "Is a Joke?": [ + 0, + 1, + 1, + 0, + 0 + ], + "Funniness (1-5)": [ + 0, + 1, + 1, + 0, + 0 + ], + "Natural language explanation": [ + "", + "This is a pun on the phrase 'stroke of genius' which means an outstandingly brilliant and original idea, but it's also being used because Da Vinci was a painter and when you paint with a brush each movement is called a stroke", + "The joke is a pun. Using a paint brush, one applies paint by stroking the brush against a surface. The phrase 'a stroke of genius' means an outstandingly brilliant and original idea.", + "", + "" + ], + "Joke keywords": [ + [ + "" + ], + [ + "Da Vinci", + "stroke", + "genius" + ], + [ + "Leonardo Da Vinci", + "paint brush", + "stroke of genius" + ], + [ + "" + ], + [ + "" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_1437", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 0, + 1 + ], + "Natural language explanation": [ + "driven can mean to drive a car or it can me forced out ", + "This is a pun on 'driven out' which means to cause or force (someone or something) to leave, but it's being used here because cars are used to be driven ", + "The joke is a pun. To be 'driven out' means to be forced out. Cars are operated by 'driving' them.", + "", + "Inaccurate and unfunny." + ], + "Joke keywords": [ + [ + "cars", + "driven" + ], + [ + "cars", + "driven", + "eden" + ], + [ + "earliest", + "mention", + "cars", + "Bible", + "Adam and Eve", + "driven out", + "Garden of Eden" + ], + [ + "" + ], + [ + "earliest mention", + "cars", + "Bible", + "Adam and Eve", + "driven out", + "Garden of Eden" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_1530", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 1, + 0, + 1 + ], + "Natural language explanation": [ + "son sounds like sun ", + "This is a pun on 'sun worshipers' which refers to people who show reverence and adoration for the sun, however 'son' is used in it's place because it sounds similar and because it refers to a boy or man in relation to either or both of his parents, and if the parents are known to be doting then they worship their son", + "I think the joke is a pun, but there is no set up for it. Doting parents car a lot for their children. 'Son' is a male child, and the word is identically sounding to 'sun' which refers to the star that our planet revolves around. A 'sun worshipper' is someone who prays to the sun as a god or powerful force of some sort.", + "", + "No one's gonna appreciate the son/Sun pun here. There's not enough build-up for this joke to be good." + ], + "Joke keywords": [ + [ + "doting", + "son" + ], + [ + "parents", + "son", + "worshipers" + ], + [ + "doting parents", + "son worshipers" + ], + [ + "" + ], + [ + "doting parents", + "son worshipers" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "het_100", + "Understand the text?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + 0, + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 1, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 3, + 1, + 2 + ], + "Natural language explanation": [ + "lion sounds like line ", + "This is a pun on the phrase 'the line was busy' which means that the telephone line was currently engaged in another call. However, 'lion' is used in it's place because it sounds similar and lions are an animal found in zoos", + "The joke is a pun. Lions may be typically seen at a zoo. 'Lion' sounds like 'line' and to say 'the line was busy' means that the phone call would not go through due to too many people calling it already.", + "Lion sounds like line, as in phone line, and a lion might be commonly found at a zoo.", + "This is a somewhat amusing mental image on top of being a pun. 'lion' is a pun for [phone] line on top of being a zoo animal." + ], + "Joke keywords": [ + [ + "zoo", + "lion" + ], + [ + "phone", + "zoo", + "lion" + ], + [ + "phoned", + "zoo", + "the lion was busy" + ], + [ + "phoned", + "zoo", + "lion", + "busy" + ], + [ + "phoned", + "zoo", + "lion was busy" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + }, + { + "ID": "hom_364", + "Understand the text?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Offensive/Inappropriate?": [ + 0, + 0, + 0, + "", + 0 + ], + "Is a Joke?": [ + 1, + 1, + 1, + 0, + 1 + ], + "Funniness (1-5)": [ + 1, + 1, + 2, + 0, + 2 + ], + "Natural language explanation": [ + "pony up means give up the money and pony is a type of horse ", + "This is a pun on the phrase 'pony up' which means to pay money, but it's also being used because ponies are small horses", + "The joke is a pun. To 'pony up' means to pay money, especially in an agreement or settlement. A young horse is called a 'pony'.", + "", + "To 'pony up' means to provide the money for something, on top of being a pun on ponies." + ], + "Joke keywords": [ + [ + "horse", + "pony" + ], + [ + "buy", + "horse", + "pony up" + ], + [ + "brothers", + "wanted", + "buy", + "horse", + "had to", + "pony up" + ], + [ + "" + ], + [ + "buy a horse", + "pony up" + ] + ], + "Annotator_IDs": [ + 7, + 5, + 6, + 2, + 8 + ] + } +] \ No newline at end of file diff --git a/transformer.py b/transformer.py new file mode 100644 index 0000000..01faaac --- /dev/null +++ b/transformer.py @@ -0,0 +1,233 @@ +""" +This file contains the transformer model. +""" + + +# TODO refactor the code +# TODO create ml helper script +# TODO create ml evaluation script + +# TODO track overfitting better +# TODO validate model in training (accuracy, loss, etc) + +# TODO set length to a constant value which is the max length of the sentences or nearly + + +# TODO user gloVe embeddings + +#TODO: add attention mask +# TODO: add positional encoding +#TODO: add dropout (if needed) + + +import torch +import torch.nn as nn +import torch.optim as optim + +import pandas as pd +import numpy as np +from sklearn.model_selection import train_test_split +from nltk.tokenize import word_tokenize +from transformers import BertTokenizer, BertModel + +from torch.utils.data import DataLoader +from transformers import AdamW +from sklearn.metrics import accuracy_score + +import gensim + +import time + +# Disable the warning for beta transformers +import torchvision +torchvision.disable_beta_transforms_warning() + +# Test if GPU is available +DEVICE = torch.device('cuda' if torch.cuda.is_available() else 'cpu') +print('Using device:', DEVICE) +# Input maximum length +MAX_LEN = 100 + +# download nltk data +import nltk +nltk.download('punkt') +nltk.download('punkt_tab') + +def get_embedding(model, word): + if word in model.wv: + return model.wv.key_to_index[word] + else: + return unk_index + +def encode_tokens(tokens): + return [get_embedding(model_embedding, token) for token in tokens] + +def pad_sequences(sequences, MAX_LEN): + return np.array([np.pad(seq, (0, MAX_LEN - len(seq)), mode='constant', constant_values=unk_index) if len(seq) < MAX_LEN else seq[:MAX_LEN] for seq in sequences]) + + +class HumorDataset(torch.utils.data.Dataset): + def __init__(self, encodings, labels): + self.encodings = encodings + self.labels = labels + + def __getitem__(self, idx): + item = {'input_ids': torch.tensor(self.encodings[idx], dtype=torch.float)} + item['labels'] = torch.tensor(self.labels[idx], dtype=torch.float) + return item + + def __len__(self): + return len(self.labels) + + +class TransformerBinaryClassifier(nn.Module): + def __init__(self, vocab_size, embed_dim, num_heads, num_layers, hidden_dim, dropout=0.1): + super(TransformerBinaryClassifier, self).__init__() + self.embedding = nn.Embedding(vocab_size, embed_dim) + self.transformer = nn.Transformer(embed_dim, num_heads, num_layers, num_layers, hidden_dim, dropout) + self.fc = nn.Linear(embed_dim, 1) + self.sigmoid = nn.Sigmoid() + + def forward(self, input_ids): + input_ids = input_ids.long() + embedded = self.embedding(input_ids) + transformer_output = self.transformer(embedded, embedded) + pooled_output = transformer_output.mean(dim=1) + logits = self.fc(pooled_output) + return self.sigmoid(logits) + +if __name__ == "__main__": + # Load the data from csv + df = pd.read_csv('data/hack.csv') + print(df.shape) + + # transfrom data into dataset + X = df['text'] + y = df['is_humor'] + + X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) + + # Tokenize the data with nltk + train_tokens = [word_tokenize(text.lower()) for text in X_train] + test_tokens = [word_tokenize(text.lower()) for text in X_test] + + # Embed the data with word2vec + model_embedding = gensim.models.Word2Vec(train_tokens, window=5, min_count=1, workers=4) + + # Add a special token for out-of-vocabulary words + model_embedding.wv.add_vector('', np.zeros(model_embedding.vector_size)) + unk_index = model_embedding.wv.key_to_index[''] + + # Encode the tokens + train_encodings = [encode_tokens(tokens) for tokens in train_tokens] + test_encodings = [encode_tokens(tokens) for tokens in test_tokens] + + # Define the maximum sequence length + train_encodings = pad_sequences(train_encodings, MAX_LEN) + test_encodings = pad_sequences(test_encodings, MAX_LEN) + + train_dataset = HumorDataset(train_encodings, y_train.reset_index(drop=True)) + test_dataset = HumorDataset(test_encodings, y_test.reset_index(drop=True)) + + + vocab_size = len(model_embedding.wv.key_to_index) + embed_dim = model_embedding.vector_size + num_heads = 2 + num_layers = 2 + hidden_dim = 256 + + print(f"Vocabulary size: {vocab_size}") + print(f"Embedding dimension: {embed_dim}") + + model = TransformerBinaryClassifier(vocab_size, embed_dim, num_heads, num_layers, hidden_dim) + + # Training parameters + epochs = 30 #3 + batch_size = 8 + learning_rate = 2e-5 + + # Optimizer and loss function + optimizer = AdamW(model.parameters(), lr=learning_rate) + criterion = nn.BCEWithLogitsLoss() + + + # Data loaders + train_loader = DataLoader(train_dataset, batch_size=batch_size, shuffle=True) + test_loader = DataLoader(test_dataset, batch_size=batch_size, shuffle=False) + + for td in train_dataset: + print(td['input_ids'].shape) + print(td['labels']) + break + + for batch in train_loader: + print(batch['input_ids'].shape) + print(batch['labels']) + break + + # Model to device + model.to(DEVICE) + + print("Starting training...") + start_training_time = time.time() + losses = [] + # Training loop + model.train() + for epoch in range(epochs): + epoch_start_time = time.time() + batch_losses = [] + for batch in train_loader: + optimizer.zero_grad() + + input_ids = batch['input_ids'].to(DEVICE) + labels = batch['labels'].unsqueeze(1).to(DEVICE) + + outputs = model(input_ids) + loss = criterion(outputs, labels) + + loss.backward() + optimizer.step() + batch_losses.append(loss.item()) + losses.append(np.mean(batch_losses)) + epoch_end_time = time.time() + print(f"Epoch {epoch + 1}/{epochs}, Time: {epoch_end_time - epoch_start_time:.2f} sec, Loss: {losses[-1]:.5f}") + end_training_time = time.time() + print(f"Training finished in {end_training_time - start_training_time:.2f} seconds") + + print("Starting evaluation...") + # Evaluation + model.eval() + predictions, true_labels = [], [] + with torch.no_grad(): + for batch in test_loader: + input_ids = batch['input_ids'].to(DEVICE) + labels = batch['labels'].unsqueeze(1).to(DEVICE) + + outputs = model(input_ids) + preds = outputs.round() + predictions.extend(preds.cpu().numpy()) + true_labels.extend(labels.cpu().numpy()) + + accuracy = accuracy_score(true_labels, predictions) + print(f"Accuracy: {accuracy}") + + # Save the model + timestamp = time.strftime("%Y%m%d-%H%M%S") + torch.save(model.state_dict(), f'models/transformer_acc_{accuracy}_{timestamp}.pth') + print("Model saved.") + + # Save model hyperparameters as json + hyperparameters = { + 'max_len': MAX_LEN, + 'vocab_size': vocab_size, + 'embed_dim': embed_dim, + 'num_heads': num_heads, + 'num_layers': num_layers, + 'hidden_dim': hidden_dim, + 'epochs': epochs, + 'batch_size': batch_size, + 'learning_rate': learning_rate, + 'accuracy': accuracy + } + pd.DataFrame(hyperparameters, index=[0]).to_json(f'models/transformer_acc_{accuracy}_{timestamp}.json') + \ No newline at end of file