18229 lines
5.7 MiB
18229 lines
5.7 MiB
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "f0ad356c-2f8d-4aea-968f-ebcdb9c8e857",
|
|
"metadata": {
|
|
"jp-MarkdownHeadingCollapsed": true
|
|
},
|
|
"source": [
|
|
"# Exploring Titanic Dataset: Analyzing Survival Factors\n",
|
|
"This Jupyter notebook looks into a dataset about the Titanic. The goal is to uncover insights into the factors that influenced survival aboard the Titanic. The dataset comprises passenger information such as age, gender, ticket class, fare, and more, allowing us to investigate correlations and patterns related to survival outcomes.\n",
|
|
"\n",
|
|
"## Data Preprocessing\n",
|
|
"Before embarking on our analysis, it's crucial to understand the journey the dataset has undergone. Initially, the raw data was subjected to a series of Python scripts for preprocessing. These scripts handled tasks such as handling missing ids, separation of variables (Salutation, first name, last name), and ensuring data integrity.\n",
|
|
"\n",
|
|
"Following preprocessing, the dataset was loaded into a MySQL Database for efficient storage and retrieval. \n",
|
|
"\n",
|
|
"## Objective\n",
|
|
"Our primary goal is to discern whether certain variables played a significant role in determining the survival of passengers aboard the Titanic. By analyzing features like age, gender, ticket class, and familial relationships, we aim to unravel potential correlations and uncover underlying trends that influenced survival rates.\n",
|
|
"\n",
|
|
"## Sources\n",
|
|
"- [Kaggle - Titanic Data Set](https://www.kaggle.com/datasets/sakshisatre/titanic-dataset/data)\n",
|
|
"- [ChatGPT](https://chat.openai.com/)\n",
|
|
"- [IBM - Logistic Regression](https://www.ibm.com/topics/logistic-regression)\n",
|
|
"\n",
|
|
"-----"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "98d38553-0bf7-4aaf-a052-8aa6b84a620a",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Install needed packages"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 1,
|
|
"id": "d45b62de-3b2a-42f6-ac79-fc9adaacc3e2",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Requirement already satisfied: sqlalchemy in /opt/conda/lib/python3.11/site-packages (2.0.22)\n",
|
|
"Requirement already satisfied: mysql-connector-python in /opt/conda/lib/python3.11/site-packages (8.3.0)\n",
|
|
"Requirement already satisfied: typing-extensions>=4.2.0 in /opt/conda/lib/python3.11/site-packages (from sqlalchemy) (4.11.0)\n",
|
|
"Requirement already satisfied: greenlet!=0.4.17 in /opt/conda/lib/python3.11/site-packages (from sqlalchemy) (3.0.0)\n",
|
|
"Requirement already satisfied: pandas in /opt/conda/lib/python3.11/site-packages (2.2.1)\n",
|
|
"Requirement already satisfied: numpy<2,>=1.23.2 in /opt/conda/lib/python3.11/site-packages (from pandas) (1.26.4)\n",
|
|
"Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.11/site-packages (from pandas) (2.8.2)\n",
|
|
"Requirement already satisfied: pytz>=2020.1 in /opt/conda/lib/python3.11/site-packages (from pandas) (2023.3.post1)\n",
|
|
"Requirement already satisfied: tzdata>=2022.7 in /opt/conda/lib/python3.11/site-packages (from pandas) (2024.1)\n",
|
|
"Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n",
|
|
"Requirement already satisfied: matplotlib in /opt/conda/lib/python3.11/site-packages (3.8.3)\n",
|
|
"Requirement already satisfied: contourpy>=1.0.1 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (1.2.0)\n",
|
|
"Requirement already satisfied: cycler>=0.10 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (0.12.1)\n",
|
|
"Requirement already satisfied: fonttools>=4.22.0 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (4.50.0)\n",
|
|
"Requirement already satisfied: kiwisolver>=1.3.1 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (1.4.5)\n",
|
|
"Requirement already satisfied: numpy<2,>=1.21 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (1.26.4)\n",
|
|
"Requirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (23.2)\n",
|
|
"Requirement already satisfied: pillow>=8 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (10.2.0)\n",
|
|
"Requirement already satisfied: pyparsing>=2.3.1 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (3.1.2)\n",
|
|
"Requirement already satisfied: python-dateutil>=2.7 in /opt/conda/lib/python3.11/site-packages (from matplotlib) (2.8.2)\n",
|
|
"Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.11/site-packages (from python-dateutil>=2.7->matplotlib) (1.16.0)\n",
|
|
"Requirement already satisfied: scikit-learn in /opt/conda/lib/python3.11/site-packages (1.4.2)\n",
|
|
"Requirement already satisfied: numpy>=1.19.5 in /opt/conda/lib/python3.11/site-packages (from scikit-learn) (1.26.4)\n",
|
|
"Requirement already satisfied: scipy>=1.6.0 in /opt/conda/lib/python3.11/site-packages (from scikit-learn) (1.11.4)\n",
|
|
"Requirement already satisfied: joblib>=1.2.0 in /opt/conda/lib/python3.11/site-packages (from scikit-learn) (1.4.0)\n",
|
|
"Requirement already satisfied: threadpoolctl>=2.0.0 in /opt/conda/lib/python3.11/site-packages (from scikit-learn) (3.4.0)\n",
|
|
"Requirement already satisfied: ydata_profiling in /opt/conda/lib/python3.11/site-packages (4.7.0)\n",
|
|
"Requirement already satisfied: scipy<1.12,>=1.4.1 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (1.11.4)\n",
|
|
"Requirement already satisfied: pandas!=1.4.0,<3,>1.1 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (2.2.1)\n",
|
|
"Requirement already satisfied: matplotlib<3.9,>=3.2 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (3.8.3)\n",
|
|
"Requirement already satisfied: pydantic>=2 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (2.6.4)\n",
|
|
"Requirement already satisfied: PyYAML<6.1,>=5.0.0 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (6.0.1)\n",
|
|
"Requirement already satisfied: jinja2<3.2,>=2.11.1 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (3.1.2)\n",
|
|
"Requirement already satisfied: visions<0.7.7,>=0.7.5 in /opt/conda/lib/python3.11/site-packages (from visions[type_image_path]<0.7.7,>=0.7.5->ydata_profiling) (0.7.6)\n",
|
|
"Requirement already satisfied: numpy<2,>=1.16.0 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (1.26.4)\n",
|
|
"Requirement already satisfied: htmlmin==0.1.12 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (0.1.12)\n",
|
|
"Requirement already satisfied: phik<0.13,>=0.11.1 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (0.12.4)\n",
|
|
"Requirement already satisfied: requests<3,>=2.24.0 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (2.31.0)\n",
|
|
"Requirement already satisfied: tqdm<5,>=4.48.2 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (4.66.1)\n",
|
|
"Requirement already satisfied: seaborn<0.13,>=0.10.1 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (0.12.2)\n",
|
|
"Requirement already satisfied: multimethod<2,>=1.4 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (1.11.2)\n",
|
|
"Requirement already satisfied: statsmodels<1,>=0.13.2 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (0.14.1)\n",
|
|
"Requirement already satisfied: typeguard<5,>=4.1.2 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (4.2.1)\n",
|
|
"Requirement already satisfied: imagehash==4.3.1 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (4.3.1)\n",
|
|
"Requirement already satisfied: wordcloud>=1.9.1 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (1.9.3)\n",
|
|
"Requirement already satisfied: dacite>=1.8 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (1.8.1)\n",
|
|
"Requirement already satisfied: numba<1,>=0.56.0 in /opt/conda/lib/python3.11/site-packages (from ydata_profiling) (0.59.1)\n",
|
|
"Requirement already satisfied: PyWavelets in /opt/conda/lib/python3.11/site-packages (from imagehash==4.3.1->ydata_profiling) (1.6.0)\n",
|
|
"Requirement already satisfied: pillow in /opt/conda/lib/python3.11/site-packages (from imagehash==4.3.1->ydata_profiling) (10.2.0)\n",
|
|
"Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/lib/python3.11/site-packages (from jinja2<3.2,>=2.11.1->ydata_profiling) (2.1.3)\n",
|
|
"Requirement already satisfied: contourpy>=1.0.1 in /opt/conda/lib/python3.11/site-packages (from matplotlib<3.9,>=3.2->ydata_profiling) (1.2.0)\n",
|
|
"Requirement already satisfied: cycler>=0.10 in /opt/conda/lib/python3.11/site-packages (from matplotlib<3.9,>=3.2->ydata_profiling) (0.12.1)\n",
|
|
"Requirement already satisfied: fonttools>=4.22.0 in /opt/conda/lib/python3.11/site-packages (from matplotlib<3.9,>=3.2->ydata_profiling) (4.50.0)\n",
|
|
"Requirement already satisfied: kiwisolver>=1.3.1 in /opt/conda/lib/python3.11/site-packages (from matplotlib<3.9,>=3.2->ydata_profiling) (1.4.5)\n",
|
|
"Requirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.11/site-packages (from matplotlib<3.9,>=3.2->ydata_profiling) (23.2)\n",
|
|
"Requirement already satisfied: pyparsing>=2.3.1 in /opt/conda/lib/python3.11/site-packages (from matplotlib<3.9,>=3.2->ydata_profiling) (3.1.2)\n",
|
|
"Requirement already satisfied: python-dateutil>=2.7 in /opt/conda/lib/python3.11/site-packages (from matplotlib<3.9,>=3.2->ydata_profiling) (2.8.2)\n",
|
|
"Requirement already satisfied: llvmlite<0.43,>=0.42.0dev0 in /opt/conda/lib/python3.11/site-packages (from numba<1,>=0.56.0->ydata_profiling) (0.42.0)\n",
|
|
"Requirement already satisfied: pytz>=2020.1 in /opt/conda/lib/python3.11/site-packages (from pandas!=1.4.0,<3,>1.1->ydata_profiling) (2023.3.post1)\n",
|
|
"Requirement already satisfied: tzdata>=2022.7 in /opt/conda/lib/python3.11/site-packages (from pandas!=1.4.0,<3,>1.1->ydata_profiling) (2024.1)\n",
|
|
"Requirement already satisfied: joblib>=0.14.1 in /opt/conda/lib/python3.11/site-packages (from phik<0.13,>=0.11.1->ydata_profiling) (1.4.0)\n",
|
|
"Requirement already satisfied: annotated-types>=0.4.0 in /opt/conda/lib/python3.11/site-packages (from pydantic>=2->ydata_profiling) (0.6.0)\n",
|
|
"Requirement already satisfied: pydantic-core==2.16.3 in /opt/conda/lib/python3.11/site-packages (from pydantic>=2->ydata_profiling) (2.16.3)\n",
|
|
"Requirement already satisfied: typing-extensions>=4.6.1 in /opt/conda/lib/python3.11/site-packages (from pydantic>=2->ydata_profiling) (4.11.0)\n",
|
|
"Requirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.11/site-packages (from requests<3,>=2.24.0->ydata_profiling) (3.3.0)\n",
|
|
"Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.11/site-packages (from requests<3,>=2.24.0->ydata_profiling) (3.4)\n",
|
|
"Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/lib/python3.11/site-packages (from requests<3,>=2.24.0->ydata_profiling) (2.0.7)\n",
|
|
"Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.11/site-packages (from requests<3,>=2.24.0->ydata_profiling) (2023.7.22)\n",
|
|
"Requirement already satisfied: patsy>=0.5.4 in /opt/conda/lib/python3.11/site-packages (from statsmodels<1,>=0.13.2->ydata_profiling) (0.5.6)\n",
|
|
"Requirement already satisfied: attrs>=19.3.0 in /opt/conda/lib/python3.11/site-packages (from visions<0.7.7,>=0.7.5->visions[type_image_path]<0.7.7,>=0.7.5->ydata_profiling) (23.1.0)\n",
|
|
"Requirement already satisfied: networkx>=2.4 in /opt/conda/lib/python3.11/site-packages (from visions<0.7.7,>=0.7.5->visions[type_image_path]<0.7.7,>=0.7.5->ydata_profiling) (3.3)\n",
|
|
"Requirement already satisfied: six in /opt/conda/lib/python3.11/site-packages (from patsy>=0.5.4->statsmodels<1,>=0.13.2->ydata_profiling) (1.16.0)\n",
|
|
"Requirement already satisfied: ipywidgets in /opt/conda/lib/python3.11/site-packages (8.1.2)\n",
|
|
"Requirement already satisfied: comm>=0.1.3 in /opt/conda/lib/python3.11/site-packages (from ipywidgets) (0.1.4)\n",
|
|
"Requirement already satisfied: ipython>=6.1.0 in /opt/conda/lib/python3.11/site-packages (from ipywidgets) (8.16.1)\n",
|
|
"Requirement already satisfied: traitlets>=4.3.1 in /opt/conda/lib/python3.11/site-packages (from ipywidgets) (5.11.2)\n",
|
|
"Requirement already satisfied: widgetsnbextension~=4.0.10 in /opt/conda/lib/python3.11/site-packages (from ipywidgets) (4.0.10)\n",
|
|
"Requirement already satisfied: jupyterlab-widgets~=3.0.10 in /opt/conda/lib/python3.11/site-packages (from ipywidgets) (3.0.10)\n",
|
|
"Requirement already satisfied: backcall in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (0.2.0)\n",
|
|
"Requirement already satisfied: decorator in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (5.1.1)\n",
|
|
"Requirement already satisfied: jedi>=0.16 in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (0.19.1)\n",
|
|
"Requirement already satisfied: matplotlib-inline in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (0.1.6)\n",
|
|
"Requirement already satisfied: pickleshare in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (0.7.5)\n",
|
|
"Requirement already satisfied: prompt-toolkit!=3.0.37,<3.1.0,>=3.0.30 in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (3.0.39)\n",
|
|
"Requirement already satisfied: pygments>=2.4.0 in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (2.16.1)\n",
|
|
"Requirement already satisfied: stack-data in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (0.6.2)\n",
|
|
"Requirement already satisfied: pexpect>4.3 in /opt/conda/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (4.8.0)\n",
|
|
"Requirement already satisfied: parso<0.9.0,>=0.8.3 in /opt/conda/lib/python3.11/site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets) (0.8.3)\n",
|
|
"Requirement already satisfied: ptyprocess>=0.5 in /opt/conda/lib/python3.11/site-packages (from pexpect>4.3->ipython>=6.1.0->ipywidgets) (0.7.0)\n",
|
|
"Requirement already satisfied: wcwidth in /opt/conda/lib/python3.11/site-packages (from prompt-toolkit!=3.0.37,<3.1.0,>=3.0.30->ipython>=6.1.0->ipywidgets) (0.2.8)\n",
|
|
"Requirement already satisfied: executing>=1.2.0 in /opt/conda/lib/python3.11/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (1.2.0)\n",
|
|
"Requirement already satisfied: asttokens>=2.1.0 in /opt/conda/lib/python3.11/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (2.4.0)\n",
|
|
"Requirement already satisfied: pure-eval in /opt/conda/lib/python3.11/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (0.2.2)\n",
|
|
"Requirement already satisfied: six>=1.12.0 in /opt/conda/lib/python3.11/site-packages (from asttokens>=2.1.0->stack-data->ipython>=6.1.0->ipywidgets) (1.16.0)\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# Needed Packages to comunicate with mySQL from python\n",
|
|
"!pip install sqlalchemy mysql-connector-python\n",
|
|
"\n",
|
|
"!pip install pandas\n",
|
|
"!pip install matplotlib\n",
|
|
"!pip install scikit-learn\n",
|
|
"!pip install ydata_profiling\n",
|
|
"!pip install ipywidgets"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "c1090b5b-54c2-40f0-9626-dea7d94b9b6d",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Load Libraries"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 2,
|
|
"id": "d4b2f0d1-fc1c-45ca-92bb-7db94de10749",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"from sqlalchemy import create_engine, text\n",
|
|
"from ydata_profiling import ProfileReport\n",
|
|
"from sklearn.linear_model import LogisticRegression\n",
|
|
"from sklearn.model_selection import train_test_split\n",
|
|
"from sklearn.preprocessing import OneHotEncoder\n",
|
|
"from sklearn.compose import ColumnTransformer\n",
|
|
"from sklearn.metrics import roc_curve, auc, accuracy_score, confusion_matrix, classification_report\n",
|
|
"import pandas as pd\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import seaborn as sns\n",
|
|
"import numpy as np"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "baeb36de-752b-42dd-aa0a-7db5dcef545b",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Connect to the Database"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"id": "9e51ef55-9662-45cf-b5bf-458f37a53d1d",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Connect to MySQL\n",
|
|
"connection_string = 'mysql+mysqlconnector://root:pw@172.17.0.1:3306/titanic'"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "d3fa9c72-37c9-4ffd-8e37-6b61279b3f02",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"engine = create_engine(connection_string)\n",
|
|
"conn = engine.connect()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "f5812623-59a6-4bd3-ac39-09daed7cd2f0",
|
|
"metadata": {
|
|
"jp-MarkdownHeadingCollapsed": true
|
|
},
|
|
"source": [
|
|
"## Test Connection"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "fc04a792-acf9-48b1-8127-ef5f264afc32",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" salutation first_name last_name\n",
|
|
"0 Miss Helen Loraine Allison\n",
|
|
"1 Mr Hudson Joshua Creighton Allison\n",
|
|
"2 Mrs Hudson J C (Bessie Waldo Daniels) Allison\n",
|
|
"3 Mr Thomas Jr Andrews\n",
|
|
"4 Mr Ramon Artagaveytia\n",
|
|
".. ... ... ...\n",
|
|
"792 Miss Hileni Zabour\n",
|
|
"793 Miss Thamine Zabour\n",
|
|
"794 Mr Mapriededer Zakarian\n",
|
|
"795 Mr Ortin Zakarian\n",
|
|
"796 Mr Leo Zimmerman\n",
|
|
"\n",
|
|
"[797 rows x 3 columns]\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"query = text(\"SELECT salutation, first_name, last_name FROM passengers WHERE survived = false;\")\n",
|
|
"result = conn.execute(query)\n",
|
|
"df = pd.DataFrame(result.fetchall(), columns=result.keys())\n",
|
|
"\n",
|
|
"# Display the results\n",
|
|
"print(df)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "d477c239-bb05-4f5b-bcd1-c0f353971335",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Fetch all the data to pandas"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"id": "4d272bb4-daa3-4b75-b09c-d100692abe05",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"query = text(\"SELECT * FROM passengers;\")\n",
|
|
"result = conn.execute(query)\n",
|
|
"df = pd.DataFrame(result.fetchall(), columns=result.keys())"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "57e0ecb7-d73b-4a97-b683-d48dcd148ca7",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Analyze the dataset distribution aimed towards the survived target class"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "ccb8f573-f5fe-4e62-86fa-3923a2071425",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Bin by age and see survived distribution"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"id": "732bb2e5-be75-4ea7-a55f-f300393d574d",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" Survived percentage\n",
|
|
"age_bin \n",
|
|
"(0, 10] 58.139535\n",
|
|
"(10, 20] 39.490446\n",
|
|
"(20, 30] 36.676218\n",
|
|
"(30, 40] 42.307692\n",
|
|
"(40, 50] 39.230769\n",
|
|
"(50, 60] 49.180328\n",
|
|
"(60, 70] 22.222222\n",
|
|
"(70, 80] 33.333333\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# Create bins\n",
|
|
"min_age = df['age'].min()\n",
|
|
"max_age = df['age'].max()\n",
|
|
"bins = range(int(min_age // 10 * 10), int((max_age // 10 + 1) * 10), 10)\n",
|
|
"\n",
|
|
"# Cut the 'age' column into bins\n",
|
|
"df['age_bin'] = pd.cut(df['age'], bins=bins)\n",
|
|
"\n",
|
|
"# Count the frequency of each bin for both 'age' and 'survived'\n",
|
|
"age_counts = df['age_bin'].value_counts().sort_index()\n",
|
|
"survived_counts = df.groupby('age_bin', observed=False)['survived'].sum()\n",
|
|
"\n",
|
|
"# Calculate percentage of survivors per age bin\n",
|
|
"survival_percentages_age = (survived_counts / age_counts) * 100\n",
|
|
"\n",
|
|
"# Plot the results\n",
|
|
"bar_width = 0.35\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"age_bar = ax.bar(age_counts.index.astype(str), age_counts.values, bar_width, label='Did not survived')\n",
|
|
"survived_bar = ax.bar(age_counts.index.astype(str), survived_counts, bar_width, label='Survived')\n",
|
|
"\n",
|
|
"ax.set_xlabel('Age Bins')\n",
|
|
"ax.set_ylabel('Frequency')\n",
|
|
"ax.set_title('Age Distribution and Survival')\n",
|
|
"ax.legend()\n",
|
|
"\n",
|
|
"plt.xticks(rotation=45)\n",
|
|
"plt.show\n",
|
|
"\n",
|
|
"# Create a DataFrame for the table\n",
|
|
"table_data = pd.DataFrame({'Survived percentage': survival_percentages_age})\n",
|
|
"\n",
|
|
"print(table_data)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "edab23bd-faa7-49be-933d-81d110ec58b1",
|
|
"metadata": {},
|
|
"source": [
|
|
"## See ticket class and survived distribution"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"id": "ae056dc8-aea5-4426-aaad-d220a2bcc206",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" Survived percentage\n",
|
|
"pclass \n",
|
|
"1 61.919505\n",
|
|
"2 42.745098\n",
|
|
"3 25.528914\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# Count the frequency of each category for both 'embarked' and 'survived'\n",
|
|
"pclass_counts = df['pclass'].value_counts().sort_index()\n",
|
|
"survived_counts = df.groupby('pclass')['survived'].sum()\n",
|
|
"\n",
|
|
"# Calculate percentage of survivors\n",
|
|
"survival_percentages_class = (survived_counts / pclass_counts) * 100\n",
|
|
"\n",
|
|
"# Plot the results\n",
|
|
"bar_width = 0.35\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"embarked_bar = ax.bar(pclass_counts.index, pclass_counts, bar_width, label='Did not survive')\n",
|
|
"survived_bar = ax.bar(pclass_counts.index, survived_counts, bar_width, label='Survived')\n",
|
|
"\n",
|
|
"ax.set_xlabel('Ticket class')\n",
|
|
"ax.set_ylabel('Frequency')\n",
|
|
"ax.set_title('Survival by Ticket Class')\n",
|
|
"ax.legend()\n",
|
|
"\n",
|
|
"# Add labels for each class\n",
|
|
"labels = {1: 'Upper', 2: 'Middle', 3: 'Lower'}\n",
|
|
"ax.set_xticks(pclass_counts.index)\n",
|
|
"ax.set_xticklabels([labels[x] for x in pclass_counts.index])\n",
|
|
"\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# Create a DataFrame for the table\n",
|
|
"table_data = pd.DataFrame({'Survived percentage': survival_percentages_class})\n",
|
|
"print(table_data)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "116f00d1-9b9a-495c-9e51-fa083d892d07",
|
|
"metadata": {},
|
|
"source": [
|
|
"## See sex and survived distribution"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"id": "29f8187d-e298-413d-950a-427c335db207",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" Survived percentage\n",
|
|
"sex \n",
|
|
"female 72.149123\n",
|
|
"male 19.374248\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# Count the frequency of each category for both 'sex' and 'survived'\n",
|
|
"sex_counts = df['sex'].value_counts()\n",
|
|
"survived_counts_by_sex = df.groupby('sex')['survived'].sum()\n",
|
|
"\n",
|
|
"# Calculate percentage of survivors\n",
|
|
"survival_percentages_sex = (survived_counts_by_sex / sex_counts) * 100\n",
|
|
"\n",
|
|
"# Plot the results\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"bar_width = 0.35\n",
|
|
"sex_bar = ax.bar(sex_counts.index, sex_counts, bar_width, label='Not Survived')\n",
|
|
"survived_bar = ax.bar(survived_counts_by_sex.index, survived_counts_by_sex, bar_width, label='Survived')\n",
|
|
"\n",
|
|
"ax.set_xlabel('Sex')\n",
|
|
"ax.set_ylabel('Frequency')\n",
|
|
"ax.set_title('Survival by Sex')\n",
|
|
"ax.legend()\n",
|
|
"\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# Create a DataFrame for the table\n",
|
|
"table_data = pd.DataFrame({'Survived percentage': survival_percentages_sex})\n",
|
|
"print(table_data)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "b0130007-d0cc-4358-9ea1-b9ac8c77b040",
|
|
"metadata": {},
|
|
"source": [
|
|
"## See fare and survived distribution"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"id": "d072465f-bcc1-40ab-9bbf-9b6e604c14d7",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" Survived percentage\n",
|
|
"fare_bin \n",
|
|
"(0, 50] 32.038835\n",
|
|
"(50, 100] 63.225806\n",
|
|
"(100, 150] 78.787879\n",
|
|
"(150, 200] 61.538462\n",
|
|
"(200, 250] 57.142857\n",
|
|
"(250, 300] 76.923077\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# Create bins for fare\n",
|
|
"min_fare = df['fare'].min()\n",
|
|
"max_fare = df['fare'].max()\n",
|
|
"bins = np.arange(int(min_fare // 50) * 50, int((max_fare // 50 + 1) * 50), 50)\n",
|
|
"\n",
|
|
"# Cut the 'fare' column into bins\n",
|
|
"df['fare_bin'] = pd.cut(df['fare'], bins=bins)\n",
|
|
"\n",
|
|
"\n",
|
|
"# Count the frequency of each bin for both 'fare' and 'survived'\n",
|
|
"fare_counts = df['fare_bin'].value_counts().sort_index()\n",
|
|
"survived_counts = df.groupby('fare_bin', observed=False)['survived'].sum()\n",
|
|
"\n",
|
|
"# Remove bins with no data\n",
|
|
"fare_counts = fare_counts[fare_counts > 0]\n",
|
|
"survived_counts = survived_counts[fare_counts.index] # Update survived counts accordingly\n",
|
|
"\n",
|
|
"# Calculate percentage of survivors per fare bin\n",
|
|
"survival_percentages_fare = (survived_counts / fare_counts) * 100\n",
|
|
"\n",
|
|
"# Plot the results\n",
|
|
"bar_width = 0.35\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"fare_bar = ax.bar(fare_counts.index.astype(str), fare_counts.values, bar_width, label='Did not survived')\n",
|
|
"survived_bar = ax.bar(fare_counts.index.astype(str), survived_counts, bar_width, label='Survived')\n",
|
|
"\n",
|
|
"ax.set_xlabel('Fare Bins')\n",
|
|
"ax.set_ylabel('Frequency')\n",
|
|
"ax.set_title('Fare Distribution and Survival')\n",
|
|
"ax.legend()\n",
|
|
"\n",
|
|
"plt.xticks(rotation=45)\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# Create a DataFrame for the table\n",
|
|
"table_data = pd.DataFrame({'Survived percentage': survival_percentages_fare})\n",
|
|
"print(table_data)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "38843fc3-81fb-4d4a-9045-eae86ff6bd1e",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Correlation Heatmap\n",
|
|
"A correlation heatmap is a visual representation of the correlation between variables in a dataset. It uses colors to show the strength and direction of these relationships.\n",
|
|
"\n",
|
|
"## How to read\n",
|
|
"- Color Gradient: Colors indicate correlation strength, with red for positive correlation and blue for negative correlation.\n",
|
|
"- Diagonal Line: Represents perfect correlation (1) of variables with themselves.\n",
|
|
"- Symmetry: The heatmap is symmetrical around the diagonal."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"id": "126eb3d9-67a0-4b00-8c57-860d10b5645e",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 1000x600 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# Categorize 'pclass'\n",
|
|
"pclass_mapping = {1: 'Upper', 2: 'Middle', 3: 'Lower'}\n",
|
|
"df['pclass_category'] = df['pclass'].map(pclass_mapping)\n",
|
|
"\n",
|
|
"# Calculate correlation coefficients for categorical parameters\n",
|
|
"categorical_params = ['pclass_category', 'sex', 'embarked']\n",
|
|
"correlation_data = pd.DataFrame(columns=categorical_params)\n",
|
|
"for param in categorical_params:\n",
|
|
" if df[param].dtype == 'O': # If parameter is categorical\n",
|
|
" df[param + '_encoded'] = pd.Categorical(df[param]).codes\n",
|
|
" correlation_data[param] = df[param + '_encoded']\n",
|
|
"\n",
|
|
"# Add 'age', 'fare', 'sibsp', 'parch', and 'survived' to correlation data\n",
|
|
"correlation_data['age'] = df['age']\n",
|
|
"correlation_data['fare'] = df['fare']\n",
|
|
"correlation_data['sibsp'] = df['sibsp']\n",
|
|
"correlation_data['parch'] = df['parch']\n",
|
|
"correlation_data['survived'] = df['survived']\n",
|
|
"\n",
|
|
"# Calculate correlation matrix\n",
|
|
"correlation_matrix = correlation_data.corr()\n",
|
|
"\n",
|
|
"# Plot correlation heatmap\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm', fmt=\".2f\", linewidths=0.5)\n",
|
|
"plt.title('Correlation Heatmap')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "a722f2a8-f219-4aee-9324-5af2f4ff6750",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Generate general report"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "6d7d55c5-16db-4b46-abc4-bc9b00b6066a",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "963786f49b904d95b40120ed1b3ecdf7",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"text/plain": [
|
|
"Summarize dataset: 0%| | 0/5 [00:00<?, ?it/s]"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "576251ccc44c47fb8b114da477d2578d",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"text/plain": [
|
|
"Generate report structure: 0%| | 0/1 [00:00<?, ?it/s]"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "d025ad0b80144eb0b32dddf5096c0488",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"text/plain": [
|
|
"Render HTML: 0%| | 0/1 [00:00<?, ?it/s]"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"<iframe width=\"100%\" height=\"800px\" srcdoc=\"<!doctype html><html lang=en><head><meta charset=utf-8><meta name=viewport content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name=description content="Profile report generated by YData! Visit us at https://ydata.ai"><meta name=author content="YData and the open source community."><meta name=generator content="Pandas Profiling vv4.7.0"><meta name=url content=https://github.com/ydataai/ydata-profiling><meta name=date content="2024-04-22 19:44:14.833221"><title>Profiling Report</title><style>\n",
|
|
"/*!\n",
|
|
" * Bootstrap v3.3.7 (http://getbootstrap.com)\n",
|
|
" * Copyright 2011-2016 Twitter, Inc.\n",
|
|
" * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n",
|
|
" *//*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:700}dfn{font-style:italic}h1{margin:.67em 0;font-size:2em}mark{color:#000;background:#ff0}small{font-size:80%}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{height:0;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace,monospace;font-size:1em}button,input,optgroup,select,textarea{margin:0;font:inherit;color:inherit}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{padding:0;border:0}input{line-height:normal}input[type=checkbox],input[type=radio]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;-webkit-appearance:textfield}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}fieldset{padding:.35em .625em .75em;margin:0 2px;border:1px solid silver}legend{padding:0;border:0}textarea{overflow:auto}optgroup{font-weight:700}table{border-spacing:0;border-collapse:collapse}td,th{padding:0}/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */@media print{*,:after,:before{color:#000!important;text-shadow:none!important;background:0 0!important;-webkit-box-shadow:none!important;box-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href) ")"}abbr[title]:after{content:" (" attr(title) ")"}a[href^="javascript:"]:after,a[href^="#"]:after{content:""}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:'Glyphicons Halflings';src:url(../fonts/glyphicons-halflings-regular.eot);src:url(../fonts/glyphicons-halflings-regular.eot?#iefix) format('embedded-opentype'),url(../fonts/glyphicons-halflings-regular.woff2) format('woff2'),url(../fonts/glyphicons-halflings-regular.woff) format('woff'),url(../fonts/glyphicons-halflings-regular.ttf) format('truetype'),url(../fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular) format('svg')}.glyphicon{position:relative;top:1px;display:inline-block;font-family:'Glyphicons Halflings';font-style:normal;font-weight:400;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.glyphicon-asterisk:before{content:"\\002a"}.glyphicon-plus:before{content:"\\002b"}.glyphicon-eur:before,.glyphicon-euro:before{content:"\\20ac"}.glyphicon-minus:before{content:"\\2212"}.glyphicon-cloud:before{content:"\\2601"}.glyphicon-envelope:before{content:"\\2709"}.glyphicon-pencil:before{content:"\\270f"}.glyphicon-glass:before{content:"\\e001"}.glyphicon-music:before{content:"\\e002"}.glyphicon-search:before{content:"\\e003"}.glyphicon-heart:before{content:"\\e005"}.glyphicon-star:before{content:"\\e006"}.glyphicon-star-empty:before{content:"\\e007"}.glyphicon-user:before{content:"\\e008"}.glyphicon-film:before{content:"\\e009"}.glyphicon-th-large:before{content:"\\e010"}.glyphicon-th:before{content:"\\e011"}.glyphicon-th-list:before{content:"\\e012"}.glyphicon-ok:before{content:"\\e013"}.glyphicon-remove:before{content:"\\e014"}.glyphicon-zoom-in:before{content:"\\e015"}.glyphicon-zoom-out:before{content:"\\e016"}.glyphicon-off:before{content:"\\e017"}.glyphicon-signal:before{content:"\\e018"}.glyphicon-cog:before{content:"\\e019"}.glyphicon-trash:before{content:"\\e020"}.glyphicon-home:before{content:"\\e021"}.glyphicon-file:before{content:"\\e022"}.glyphicon-time:before{content:"\\e023"}.glyphicon-road:before{content:"\\e024"}.glyphicon-download-alt:before{content:"\\e025"}.glyphicon-download:before{content:"\\e026"}.glyphicon-upload:before{content:"\\e027"}.glyphicon-inbox:before{content:"\\e028"}.glyphicon-play-circle:before{content:"\\e029"}.glyphicon-repeat:before{content:"\\e030"}.glyphicon-refresh:before{content:"\\e031"}.glyphicon-list-alt:before{content:"\\e032"}.glyphicon-lock:before{content:"\\e033"}.glyphicon-flag:before{content:"\\e034"}.glyphicon-headphones:before{content:"\\e035"}.glyphicon-volume-off:before{content:"\\e036"}.glyphicon-volume-down:before{content:"\\e037"}.glyphicon-volume-up:before{content:"\\e038"}.glyphicon-qrcode:before{content:"\\e039"}.glyphicon-barcode:before{content:"\\e040"}.glyphicon-tag:before{content:"\\e041"}.glyphicon-tags:before{content:"\\e042"}.glyphicon-book:before{content:"\\e043"}.glyphicon-bookmark:before{content:"\\e044"}.glyphicon-print:before{content:"\\e045"}.glyphicon-camera:before{content:"\\e046"}.glyphicon-font:before{content:"\\e047"}.glyphicon-bold:before{content:"\\e048"}.glyphicon-italic:before{content:"\\e049"}.glyphicon-text-height:before{content:"\\e050"}.glyphicon-text-width:before{content:"\\e051"}.glyphicon-align-left:before{content:"\\e052"}.glyphicon-align-center:before{content:"\\e053"}.glyphicon-align-right:before{content:"\\e054"}.glyphicon-align-justify:before{content:"\\e055"}.glyphicon-list:before{content:"\\e056"}.glyphicon-indent-left:before{content:"\\e057"}.glyphicon-indent-right:before{content:"\\e058"}.glyphicon-facetime-video:before{content:"\\e059"}.glyphicon-picture:before{content:"\\e060"}.glyphicon-map-marker:before{content:"\\e062"}.glyphicon-adjust:before{content:"\\e063"}.glyphicon-tint:before{content:"\\e064"}.glyphicon-edit:before{content:"\\e065"}.glyphicon-share:before{content:"\\e066"}.glyphicon-check:before{content:"\\e067"}.glyphicon-move:before{content:"\\e068"}.glyphicon-step-backward:before{content:"\\e069"}.glyphicon-fast-backward:before{content:"\\e070"}.glyphicon-backward:before{content:"\\e071"}.glyphicon-play:before{content:"\\e072"}.glyphicon-pause:before{content:"\\e073"}.glyphicon-stop:before{content:"\\e074"}.glyphicon-forward:before{content:"\\e075"}.glyphicon-fast-forward:before{content:"\\e076"}.glyphicon-step-forward:before{content:"\\e077"}.glyphicon-eject:before{content:"\\e078"}.glyphicon-chevron-left:before{content:"\\e079"}.glyphicon-chevron-right:before{content:"\\e080"}.glyphicon-plus-sign:before{content:"\\e081"}.glyphicon-minus-sign:before{content:"\\e082"}.glyphicon-remove-sign:before{content:"\\e083"}.glyphicon-ok-sign:before{content:"\\e084"}.glyphicon-question-sign:before{content:"\\e085"}.glyphicon-info-sign:before{content:"\\e086"}.glyphicon-screenshot:before{content:"\\e087"}.glyphicon-remove-circle:before{content:"\\e088"}.glyphicon-ok-circle:before{content:"\\e089"}.glyphicon-ban-circle:before{content:"\\e090"}.glyphicon-arrow-left:before{content:"\\e091"}.glyphicon-arrow-right:before{content:"\\e092"}.glyphicon-arrow-up:before{content:"\\e093"}.glyphicon-arrow-down:before{content:"\\e094"}.glyphicon-share-alt:before{content:"\\e095"}.glyphicon-resize-full:before{content:"\\e096"}.glyphicon-resize-small:before{content:"\\e097"}.glyphicon-exclamation-sign:before{content:"\\e101"}.glyphicon-gift:before{content:"\\e102"}.glyphicon-leaf:before{content:"\\e103"}.glyphicon-fire:before{content:"\\e104"}.glyphicon-eye-open:before{content:"\\e105"}.glyphicon-eye-close:before{content:"\\e106"}.glyphicon-warning-sign:before{content:"\\e107"}.glyphicon-plane:before{content:"\\e108"}.glyphicon-calendar:before{content:"\\e109"}.glyphicon-random:before{content:"\\e110"}.glyphicon-comment:before{content:"\\e111"}.glyphicon-magnet:before{content:"\\e112"}.glyphicon-chevron-up:before{content:"\\e113"}.glyphicon-chevron-down:before{content:"\\e114"}.glyphicon-retweet:before{content:"\\e115"}.glyphicon-shopping-cart:before{content:"\\e116"}.glyphicon-folder-close:before{content:"\\e117"}.glyphicon-folder-open:before{content:"\\e118"}.glyphicon-resize-vertical:before{content:"\\e119"}.glyphicon-resize-horizontal:before{content:"\\e120"}.glyphicon-hdd:before{content:"\\e121"}.glyphicon-bullhorn:before{content:"\\e122"}.glyphicon-bell:before{content:"\\e123"}.glyphicon-certificate:before{content:"\\e124"}.glyphicon-thumbs-up:before{content:"\\e125"}.glyphicon-thumbs-down:before{content:"\\e126"}.glyphicon-hand-right:before{content:"\\e127"}.glyphicon-hand-left:before{content:"\\e128"}.glyphicon-hand-up:before{content:"\\e129"}.glyphicon-hand-down:before{content:"\\e130"}.glyphicon-circle-arrow-right:before{content:"\\e131"}.glyphicon-circle-arrow-left:before{content:"\\e132"}.glyphicon-circle-arrow-up:before{content:"\\e133"}.glyphicon-circle-arrow-down:before{content:"\\e134"}.glyphicon-globe:before{content:"\\e135"}.glyphicon-wrench:before{content:"\\e136"}.glyphicon-tasks:before{content:"\\e137"}.glyphicon-filter:before{content:"\\e138"}.glyphicon-briefcase:before{content:"\\e139"}.glyphicon-fullscreen:before{content:"\\e140"}.glyphicon-dashboard:before{content:"\\e141"}.glyphicon-paperclip:before{content:"\\e142"}.glyphicon-heart-empty:before{content:"\\e143"}.glyphicon-link:before{content:"\\e144"}.glyphicon-phone:before{content:"\\e145"}.glyphicon-pushpin:before{content:"\\e146"}.glyphicon-usd:before{content:"\\e148"}.glyphicon-gbp:before{content:"\\e149"}.glyphicon-sort:before{content:"\\e150"}.glyphicon-sort-by-alphabet:before{content:"\\e151"}.glyphicon-sort-by-alphabet-alt:before{content:"\\e152"}.glyphicon-sort-by-order:before{content:"\\e153"}.glyphicon-sort-by-order-alt:before{content:"\\e154"}.glyphicon-sort-by-attributes:before{content:"\\e155"}.glyphicon-sort-by-attributes-alt:before{content:"\\e156"}.glyphicon-unchecked:before{content:"\\e157"}.glyphicon-expand:before{content:"\\e158"}.glyphicon-collapse-down:before{content:"\\e159"}.glyphicon-collapse-up:before{content:"\\e160"}.glyphicon-log-in:before{content:"\\e161"}.glyphicon-flash:before{content:"\\e162"}.glyphicon-log-out:before{content:"\\e163"}.glyphicon-new-window:before{content:"\\e164"}.glyphicon-record:before{content:"\\e165"}.glyphicon-save:before{content:"\\e166"}.glyphicon-open:before{content:"\\e167"}.glyphicon-saved:before{content:"\\e168"}.glyphicon-import:before{content:"\\e169"}.glyphicon-export:before{content:"\\e170"}.glyphicon-send:before{content:"\\e171"}.glyphicon-floppy-disk:before{content:"\\e172"}.glyphicon-floppy-saved:before{content:"\\e173"}.glyphicon-floppy-remove:before{content:"\\e174"}.glyphicon-floppy-save:before{content:"\\e175"}.glyphicon-floppy-open:before{content:"\\e176"}.glyphicon-credit-card:before{content:"\\e177"}.glyphicon-transfer:before{content:"\\e178"}.glyphicon-cutlery:before{content:"\\e179"}.glyphicon-header:before{content:"\\e180"}.glyphicon-compressed:before{content:"\\e181"}.glyphicon-earphone:before{content:"\\e182"}.glyphicon-phone-alt:before{content:"\\e183"}.glyphicon-tower:before{content:"\\e184"}.glyphicon-stats:before{content:"\\e185"}.glyphicon-sd-video:before{content:"\\e186"}.glyphicon-hd-video:before{content:"\\e187"}.glyphicon-subtitles:before{content:"\\e188"}.glyphicon-sound-stereo:before{content:"\\e189"}.glyphicon-sound-dolby:before{content:"\\e190"}.glyphicon-sound-5-1:before{content:"\\e191"}.glyphicon-sound-6-1:before{content:"\\e192"}.glyphicon-sound-7-1:before{content:"\\e193"}.glyphicon-copyright-mark:before{content:"\\e194"}.glyphicon-registration-mark:before{content:"\\e195"}.glyphicon-cloud-download:before{content:"\\e197"}.glyphicon-cloud-upload:before{content:"\\e198"}.glyphicon-tree-conifer:before{content:"\\e199"}.glyphicon-tree-deciduous:before{content:"\\e200"}.glyphicon-cd:before{content:"\\e201"}.glyphicon-save-file:before{content:"\\e202"}.glyphicon-open-file:before{content:"\\e203"}.glyphicon-level-up:before{content:"\\e204"}.glyphicon-copy:before{content:"\\e205"}.glyphicon-paste:before{content:"\\e206"}.glyphicon-alert:before{content:"\\e209"}.glyphicon-equalizer:before{content:"\\e210"}.glyphicon-king:before{content:"\\e211"}.glyphicon-queen:before{content:"\\e212"}.glyphicon-pawn:before{content:"\\e213"}.glyphicon-bishop:before{content:"\\e214"}.glyphicon-knight:before{content:"\\e215"}.glyphicon-baby-formula:before{content:"\\e216"}.glyphicon-tent:before{content:"\\26fa"}.glyphicon-blackboard:before{content:"\\e218"}.glyphicon-bed:before{content:"\\e219"}.glyphicon-apple:before{content:"\\f8ff"}.glyphicon-erase:before{content:"\\e221"}.glyphicon-hourglass:before{content:"\\231b"}.glyphicon-lamp:before{content:"\\e223"}.glyphicon-duplicate:before{content:"\\e224"}.glyphicon-piggy-bank:before{content:"\\e225"}.glyphicon-scissors:before{content:"\\e226"}.glyphicon-bitcoin:before{content:"\\e227"}.glyphicon-btc:before{content:"\\e227"}.glyphicon-xbt:before{content:"\\e227"}.glyphicon-yen:before{content:"\\00a5"}.glyphicon-jpy:before{content:"\\00a5"}.glyphicon-ruble:before{content:"\\20bd"}.glyphicon-rub:before{content:"\\20bd"}.glyphicon-scale:before{content:"\\e230"}.glyphicon-ice-lolly:before{content:"\\e231"}.glyphicon-ice-lolly-tasted:before{content:"\\e232"}.glyphicon-education:before{content:"\\e233"}.glyphicon-option-horizontal:before{content:"\\e234"}.glyphicon-option-vertical:before{content:"\\e235"}.glyphicon-menu-hamburger:before{content:"\\e236"}.glyphicon-modal-window:before{content:"\\e237"}.glyphicon-oil:before{content:"\\e238"}.glyphicon-grain:before{content:"\\e239"}.glyphicon-sunglasses:before{content:"\\e240"}.glyphicon-text-size:before{content:"\\e241"}.glyphicon-text-color:before{content:"\\e242"}.glyphicon-text-background:before{content:"\\e243"}.glyphicon-object-align-top:before{content:"\\e244"}.glyphicon-object-align-bottom:before{content:"\\e245"}.glyphicon-object-align-horizontal:before{content:"\\e246"}.glyphicon-object-align-left:before{content:"\\e247"}.glyphicon-object-align-vertical:before{content:"\\e248"}.glyphicon-object-align-right:before{content:"\\e249"}.glyphicon-triangle-right:before{content:"\\e250"}.glyphicon-triangle-left:before{content:"\\e251"}.glyphicon-triangle-bottom:before{content:"\\e252"}.glyphicon-triangle-top:before{content:"\\e253"}.glyphicon-console:before{content:"\\e254"}.glyphicon-superscript:before{content:"\\e255"}.glyphicon-subscript:before{content:"\\e256"}.glyphicon-menu-left:before{content:"\\e257"}.glyphicon-menu-right:before{content:"\\e258"}.glyphicon-menu-down:before{content:"\\e259"}.glyphicon-menu-up:before{content:"\\e260"}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}:after,:before{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}html{font-size:10px;-webkit-tap-highlight-color:rgba(0,0,0,0)}body{font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;line-height:1.42857143;color:#333;background-color:#fff}button,input,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:#337ab7;text-decoration:none}a:focus,a:hover{color:#23527c;text-decoration:underline}a:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}figure{margin:0}img{vertical-align:middle}.carousel-inner>.item>a>img,.carousel-inner>.item>img,.img-responsive,.thumbnail a>img,.thumbnail>img{display:block;max-width:100%;height:auto}.img-rounded{border-radius:6px}.img-thumbnail{display:inline-block;max-width:100%;height:auto;padding:4px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out}.img-circle{border-radius:50%}hr{margin-top:20px;margin-bottom:20px;border:0;border-top:1px solid #eee}.sr-only{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);border:0}.sr-only-focusable:active,.sr-only-focusable:focus{position:static;width:auto;height:auto;margin:0;overflow:visible;clip:auto}[role=button]{cursor:pointer}.h1,.h2,.h3,.h4,.h5,.h6,h1,h2,h3,h4,h5,h6{font-family:inherit;font-weight:500;line-height:1.1;color:inherit}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-weight:400;line-height:1;color:#777}.h1,.h2,.h3,h1,h2,h3{margin-top:20px;margin-bottom:10px}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small{font-size:65%}.h4,.h5,.h6,h4,h5,h6{margin-top:10px;margin-bottom:10px}.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-size:75%}.h1,h1{font-size:36px}.h2,h2{font-size:30px}.h3,h3{font-size:24px}.h4,h4{font-size:18px}.h5,h5{font-size:14px}.h6,h6{font-size:12px}p{margin:0 0 10px}.lead{margin-bottom:20px;font-size:16px;font-weight:300;line-height:1.4}@media (min-width:768px){.lead{font-size:21px}}.small,small{font-size:85%}.mark,mark{padding:.2em;background-color:#fcf8e3}.text-left{text-align:left}.text-right{text-align:right}.text-center{text-align:center}.text-justify{text-align:justify}.text-nowrap{white-space:nowrap}.text-lowercase{text-transform:lowercase}.text-uppercase{text-transform:uppercase}.text-capitalize{text-transform:capitalize}.text-muted{color:#777}.text-primary{color:#337ab7}a.text-primary:focus,a.text-primary:hover{color:#286090}.text-success{color:#3c763d}a.text-success:focus,a.text-success:hover{color:#2b542c}.text-info{color:#31708f}a.text-info:focus,a.text-info:hover{color:#245269}.text-warning{color:#8a6d3b}a.text-warning:focus,a.text-warning:hover{color:#66512c}.text-danger{color:#a94442}a.text-danger:focus,a.text-danger:hover{color:#843534}.bg-primary{color:#fff;background-color:#337ab7}a.bg-primary:focus,a.bg-primary:hover{background-color:#286090}.bg-success{background-color:#dff0d8}a.bg-success:focus,a.bg-success:hover{background-color:#c1e2b3}.bg-info{background-color:#d9edf7}a.bg-info:focus,a.bg-info:hover{background-color:#afd9ee}.bg-warning{background-color:#fcf8e3}a.bg-warning:focus,a.bg-warning:hover{background-color:#f7ecb5}.bg-danger{background-color:#f2dede}a.bg-danger:focus,a.bg-danger:hover{background-color:#e4b9b9}.page-header{padding-bottom:9px;margin:40px 0 20px;border-bottom:1px solid #eee}ol,ul{margin-top:0;margin-bottom:10px}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}.list-unstyled{padding-left:0;list-style:none}.list-inline{padding-left:0;margin-left:-5px;list-style:none}.list-inline>li{display:inline-block;padding-right:5px;padding-left:5px}dl{margin-top:0;margin-bottom:20px}dd,dt{line-height:1.42857143}dt{font-weight:700}dd{margin-left:0}@media (min-width:768px){.dl-horizontal dt{float:left;width:160px;overflow:hidden;clear:left;text-align:right;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}}abbr[data-original-title],abbr[title]{cursor:help;border-bottom:1px dotted #777}.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:10px 20px;margin:0 0 20px;font-size:17.5px;border-left:5px solid #eee}blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child{margin-bottom:0}blockquote .small,blockquote footer,blockquote small{display:block;font-size:80%;line-height:1.42857143;color:#777}blockquote .small:before,blockquote footer:before,blockquote small:before{content:'\\2014 \\00A0'}.blockquote-reverse,blockquote.pull-right{padding-right:15px;padding-left:0;text-align:right;border-right:5px solid #eee;border-left:0}.blockquote-reverse .small:before,.blockquote-reverse footer:before,.blockquote-reverse small:before,blockquote.pull-right .small:before,blockquote.pull-right footer:before,blockquote.pull-right small:before{content:''}.blockquote-reverse .small:after,.blockquote-reverse footer:after,.blockquote-reverse small:after,blockquote.pull-right .small:after,blockquote.pull-right footer:after,blockquote.pull-right small:after{content:'\\00A0 \\2014'}address{margin-bottom:20px;font-style:normal;line-height:1.42857143}code,kbd,pre,samp{font-family:Menlo,Monaco,Consolas,"Courier New",monospace}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;border-radius:4px}kbd{padding:2px 4px;font-size:90%;color:#fff;background-color:#333;border-radius:3px;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.25);box-shadow:inset 0 -1px 0 rgba(0,0,0,.25)}kbd kbd{padding:0;font-size:100%;font-weight:700;-webkit-box-shadow:none;box-shadow:none}pre{display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:1.42857143;color:#333;word-break:break-all;word-wrap:break-word;background-color:#f5f5f5;border:1px solid #ccc;border-radius:4px}pre code{padding:0;font-size:inherit;color:inherit;white-space:pre-wrap;background-color:transparent;border-radius:0}.pre-scrollable{max-height:340px;overflow-y:scroll}.container{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}@media (min-width:768px){.container{width:750px}}@media (min-width:992px){.container{width:970px}}@media (min-width:1200px){.container{width:1170px}}.container-fluid{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}.row{margin-right:-15px;margin-left:-15px}.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9,.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9,.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9,.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{position:relative;min-height:1px;padding-right:15px;padding-left:15px}.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{float:left}.col-xs-12{width:100%}.col-xs-11{width:91.66666667%}.col-xs-10{width:83.33333333%}.col-xs-9{width:75%}.col-xs-8{width:66.66666667%}.col-xs-7{width:58.33333333%}.col-xs-6{width:50%}.col-xs-5{width:41.66666667%}.col-xs-4{width:33.33333333%}.col-xs-3{width:25%}.col-xs-2{width:16.66666667%}.col-xs-1{width:8.33333333%}.col-xs-pull-12{right:100%}.col-xs-pull-11{right:91.66666667%}.col-xs-pull-10{right:83.33333333%}.col-xs-pull-9{right:75%}.col-xs-pull-8{right:66.66666667%}.col-xs-pull-7{right:58.33333333%}.col-xs-pull-6{right:50%}.col-xs-pull-5{right:41.66666667%}.col-xs-pull-4{right:33.33333333%}.col-xs-pull-3{right:25%}.col-xs-pull-2{right:16.66666667%}.col-xs-pull-1{right:8.33333333%}.col-xs-pull-0{right:auto}.col-xs-push-12{left:100%}.col-xs-push-11{left:91.66666667%}.col-xs-push-10{left:83.33333333%}.col-xs-push-9{left:75%}.col-xs-push-8{left:66.66666667%}.col-xs-push-7{left:58.33333333%}.col-xs-push-6{left:50%}.col-xs-push-5{left:41.66666667%}.col-xs-push-4{left:33.33333333%}.col-xs-push-3{left:25%}.col-xs-push-2{left:16.66666667%}.col-xs-push-1{left:8.33333333%}.col-xs-push-0{left:auto}.col-xs-offset-12{margin-left:100%}.col-xs-offset-11{margin-left:91.66666667%}.col-xs-offset-10{margin-left:83.33333333%}.col-xs-offset-9{margin-left:75%}.col-xs-offset-8{margin-left:66.66666667%}.col-xs-offset-7{margin-left:58.33333333%}.col-xs-offset-6{margin-left:50%}.col-xs-offset-5{margin-left:41.66666667%}.col-xs-offset-4{margin-left:33.33333333%}.col-xs-offset-3{margin-left:25%}.col-xs-offset-2{margin-left:16.66666667%}.col-xs-offset-1{margin-left:8.33333333%}.col-xs-offset-0{margin-left:0}@media (min-width:768px){.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9{float:left}.col-sm-12{width:100%}.col-sm-11{width:91.66666667%}.col-sm-10{width:83.33333333%}.col-sm-9{width:75%}.col-sm-8{width:66.66666667%}.col-sm-7{width:58.33333333%}.col-sm-6{width:50%}.col-sm-5{width:41.66666667%}.col-sm-4{width:33.33333333%}.col-sm-3{width:25%}.col-sm-2{width:16.66666667%}.col-sm-1{width:8.33333333%}.col-sm-pull-12{right:100%}.col-sm-pull-11{right:91.66666667%}.col-sm-pull-10{right:83.33333333%}.col-sm-pull-9{right:75%}.col-sm-pull-8{right:66.66666667%}.col-sm-pull-7{right:58.33333333%}.col-sm-pull-6{right:50%}.col-sm-pull-5{right:41.66666667%}.col-sm-pull-4{right:33.33333333%}.col-sm-pull-3{right:25%}.col-sm-pull-2{right:16.66666667%}.col-sm-pull-1{right:8.33333333%}.col-sm-pull-0{right:auto}.col-sm-push-12{left:100%}.col-sm-push-11{left:91.66666667%}.col-sm-push-10{left:83.33333333%}.col-sm-push-9{left:75%}.col-sm-push-8{left:66.66666667%}.col-sm-push-7{left:58.33333333%}.col-sm-push-6{left:50%}.col-sm-push-5{left:41.66666667%}.col-sm-push-4{left:33.33333333%}.col-sm-push-3{left:25%}.col-sm-push-2{left:16.66666667%}.col-sm-push-1{left:8.33333333%}.col-sm-push-0{left:auto}.col-sm-offset-12{margin-left:100%}.col-sm-offset-11{margin-left:91.66666667%}.col-sm-offset-10{margin-left:83.33333333%}.col-sm-offset-9{margin-left:75%}.col-sm-offset-8{margin-left:66.66666667%}.col-sm-offset-7{margin-left:58.33333333%}.col-sm-offset-6{margin-left:50%}.col-sm-offset-5{margin-left:41.66666667%}.col-sm-offset-4{margin-left:33.33333333%}.col-sm-offset-3{margin-left:25%}.col-sm-offset-2{margin-left:16.66666667%}.col-sm-offset-1{margin-left:8.33333333%}.col-sm-offset-0{margin-left:0}}@media (min-width:992px){.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9{float:left}.col-md-12{width:100%}.col-md-11{width:91.66666667%}.col-md-10{width:83.33333333%}.col-md-9{width:75%}.col-md-8{width:66.66666667%}.col-md-7{width:58.33333333%}.col-md-6{width:50%}.col-md-5{width:41.66666667%}.col-md-4{width:33.33333333%}.col-md-3{width:25%}.col-md-2{width:16.66666667%}.col-md-1{width:8.33333333%}.col-md-pull-12{right:100%}.col-md-pull-11{right:91.66666667%}.col-md-pull-10{right:83.33333333%}.col-md-pull-9{right:75%}.col-md-pull-8{right:66.66666667%}.col-md-pull-7{right:58.33333333%}.col-md-pull-6{right:50%}.col-md-pull-5{right:41.66666667%}.col-md-pull-4{right:33.33333333%}.col-md-pull-3{right:25%}.col-md-pull-2{right:16.66666667%}.col-md-pull-1{right:8.33333333%}.col-md-pull-0{right:auto}.col-md-push-12{left:100%}.col-md-push-11{left:91.66666667%}.col-md-push-10{left:83.33333333%}.col-md-push-9{left:75%}.col-md-push-8{left:66.66666667%}.col-md-push-7{left:58.33333333%}.col-md-push-6{left:50%}.col-md-push-5{left:41.66666667%}.col-md-push-4{left:33.33333333%}.col-md-push-3{left:25%}.col-md-push-2{left:16.66666667%}.col-md-push-1{left:8.33333333%}.col-md-push-0{left:auto}.col-md-offset-12{margin-left:100%}.col-md-offset-11{margin-left:91.66666667%}.col-md-offset-10{margin-left:83.33333333%}.col-md-offset-9{margin-left:75%}.col-md-offset-8{margin-left:66.66666667%}.col-md-offset-7{margin-left:58.33333333%}.col-md-offset-6{margin-left:50%}.col-md-offset-5{margin-left:41.66666667%}.col-md-offset-4{margin-left:33.33333333%}.col-md-offset-3{margin-left:25%}.col-md-offset-2{margin-left:16.66666667%}.col-md-offset-1{margin-left:8.33333333%}.col-md-offset-0{margin-left:0}}@media (min-width:1200px){.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9{float:left}.col-lg-12{width:100%}.col-lg-11{width:91.66666667%}.col-lg-10{width:83.33333333%}.col-lg-9{width:75%}.col-lg-8{width:66.66666667%}.col-lg-7{width:58.33333333%}.col-lg-6{width:50%}.col-lg-5{width:41.66666667%}.col-lg-4{width:33.33333333%}.col-lg-3{width:25%}.col-lg-2{width:16.66666667%}.col-lg-1{width:8.33333333%}.col-lg-pull-12{right:100%}.col-lg-pull-11{right:91.66666667%}.col-lg-pull-10{right:83.33333333%}.col-lg-pull-9{right:75%}.col-lg-pull-8{right:66.66666667%}.col-lg-pull-7{right:58.33333333%}.col-lg-pull-6{right:50%}.col-lg-pull-5{right:41.66666667%}.col-lg-pull-4{right:33.33333333%}.col-lg-pull-3{right:25%}.col-lg-pull-2{right:16.66666667%}.col-lg-pull-1{right:8.33333333%}.col-lg-pull-0{right:auto}.col-lg-push-12{left:100%}.col-lg-push-11{left:91.66666667%}.col-lg-push-10{left:83.33333333%}.col-lg-push-9{left:75%}.col-lg-push-8{left:66.66666667%}.col-lg-push-7{left:58.33333333%}.col-lg-push-6{left:50%}.col-lg-push-5{left:41.66666667%}.col-lg-push-4{left:33.33333333%}.col-lg-push-3{left:25%}.col-lg-push-2{left:16.66666667%}.col-lg-push-1{left:8.33333333%}.col-lg-push-0{left:auto}.col-lg-offset-12{margin-left:100%}.col-lg-offset-11{margin-left:91.66666667%}.col-lg-offset-10{margin-left:83.33333333%}.col-lg-offset-9{margin-left:75%}.col-lg-offset-8{margin-left:66.66666667%}.col-lg-offset-7{margin-left:58.33333333%}.col-lg-offset-6{margin-left:50%}.col-lg-offset-5{margin-left:41.66666667%}.col-lg-offset-4{margin-left:33.33333333%}.col-lg-offset-3{margin-left:25%}.col-lg-offset-2{margin-left:16.66666667%}.col-lg-offset-1{margin-left:8.33333333%}.col-lg-offset-0{margin-left:0}}table{background-color:transparent}caption{padding-top:8px;padding-bottom:8px;color:#777;text-align:left}th{text-align:left}.table{width:100%;max-width:100%;margin-bottom:20px}.table>tbody>tr>td,.table>tbody>tr>th,.table>tfoot>tr>td,.table>tfoot>tr>th,.table>thead>tr>td,.table>thead>tr>th{padding:8px;line-height:1.42857143;vertical-align:top;border-top:1px solid #ddd}.table>thead>tr>th{vertical-align:bottom;border-bottom:2px solid #ddd}.table>caption+thead>tr:first-child>td,.table>caption+thead>tr:first-child>th,.table>colgroup+thead>tr:first-child>td,.table>colgroup+thead>tr:first-child>th,.table>thead:first-child>tr:first-child>td,.table>thead:first-child>tr:first-child>th{border-top:0}.table>tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed>tbody>tr>td,.table-condensed>tbody>tr>th,.table-condensed>tfoot>tr>td,.table-condensed>tfoot>tr>th,.table-condensed>thead>tr>td,.table-condensed>thead>tr>th{padding:5px}.table-bordered{border:1px solid #ddd}.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #ddd}.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border-bottom-width:2px}.table-striped>tbody>tr:nth-of-type(odd){background-color:#f9f9f9}.table-hover>tbody>tr:hover{background-color:#f5f5f5}table col[class*=col-]{position:static;display:table-column;float:none}table td[class*=col-],table th[class*=col-]{position:static;display:table-cell;float:none}.table>tbody>tr.active>td,.table>tbody>tr.active>th,.table>tbody>tr>td.active,.table>tbody>tr>th.active,.table>tfoot>tr.active>td,.table>tfoot>tr.active>th,.table>tfoot>tr>td.active,.table>tfoot>tr>th.active,.table>thead>tr.active>td,.table>thead>tr.active>th,.table>thead>tr>td.active,.table>thead>tr>th.active{background-color:#f5f5f5}.table-hover>tbody>tr.active:hover>td,.table-hover>tbody>tr.active:hover>th,.table-hover>tbody>tr:hover>.active,.table-hover>tbody>tr>td.active:hover,.table-hover>tbody>tr>th.active:hover{background-color:#e8e8e8}.table>tbody>tr.success>td,.table>tbody>tr.success>th,.table>tbody>tr>td.success,.table>tbody>tr>th.success,.table>tfoot>tr.success>td,.table>tfoot>tr.success>th,.table>tfoot>tr>td.success,.table>tfoot>tr>th.success,.table>thead>tr.success>td,.table>thead>tr.success>th,.table>thead>tr>td.success,.table>thead>tr>th.success{background-color:#dff0d8}.table-hover>tbody>tr.success:hover>td,.table-hover>tbody>tr.success:hover>th,.table-hover>tbody>tr:hover>.success,.table-hover>tbody>tr>td.success:hover,.table-hover>tbody>tr>th.success:hover{background-color:#d0e9c6}.table>tbody>tr.info>td,.table>tbody>tr.info>th,.table>tbody>tr>td.info,.table>tbody>tr>th.info,.table>tfoot>tr.info>td,.table>tfoot>tr.info>th,.table>tfoot>tr>td.info,.table>tfoot>tr>th.info,.table>thead>tr.info>td,.table>thead>tr.info>th,.table>thead>tr>td.info,.table>thead>tr>th.info{background-color:#d9edf7}.table-hover>tbody>tr.info:hover>td,.table-hover>tbody>tr.info:hover>th,.table-hover>tbody>tr:hover>.info,.table-hover>tbody>tr>td.info:hover,.table-hover>tbody>tr>th.info:hover{background-color:#c4e3f3}.table>tbody>tr.warning>td,.table>tbody>tr.warning>th,.table>tbody>tr>td.warning,.table>tbody>tr>th.warning,.table>tfoot>tr.warning>td,.table>tfoot>tr.warning>th,.table>tfoot>tr>td.warning,.table>tfoot>tr>th.warning,.table>thead>tr.warning>td,.table>thead>tr.warning>th,.table>thead>tr>td.warning,.table>thead>tr>th.warning{background-color:#fcf8e3}.table-hover>tbody>tr.warning:hover>td,.table-hover>tbody>tr.warning:hover>th,.table-hover>tbody>tr:hover>.warning,.table-hover>tbody>tr>td.warning:hover,.table-hover>tbody>tr>th.warning:hover{background-color:#faf2cc}.table>tbody>tr.danger>td,.table>tbody>tr.danger>th,.table>tbody>tr>td.danger,.table>tbody>tr>th.danger,.table>tfoot>tr.danger>td,.table>tfoot>tr.danger>th,.table>tfoot>tr>td.danger,.table>tfoot>tr>th.danger,.table>thead>tr.danger>td,.table>thead>tr.danger>th,.table>thead>tr>td.danger,.table>thead>tr>th.danger{background-color:#f2dede}.table-hover>tbody>tr.danger:hover>td,.table-hover>tbody>tr.danger:hover>th,.table-hover>tbody>tr:hover>.danger,.table-hover>tbody>tr>td.danger:hover,.table-hover>tbody>tr>th.danger:hover{background-color:#ebcccc}.table-responsive{min-height:.01%;overflow-x:auto}@media screen and (max-width:767px){.table-responsive{width:100%;margin-bottom:15px;overflow-y:hidden;-ms-overflow-style:-ms-autohiding-scrollbar;border:1px solid #ddd}.table-responsive>.table{margin-bottom:0}.table-responsive>.table>tbody>tr>td,.table-responsive>.table>tbody>tr>th,.table-responsive>.table>tfoot>tr>td,.table-responsive>.table>tfoot>tr>th,.table-responsive>.table>thead>tr>td,.table-responsive>.table>thead>tr>th{white-space:nowrap}.table-responsive>.table-bordered{border:0}.table-responsive>.table-bordered>tbody>tr>td:first-child,.table-responsive>.table-bordered>tbody>tr>th:first-child,.table-responsive>.table-bordered>tfoot>tr>td:first-child,.table-responsive>.table-bordered>tfoot>tr>th:first-child,.table-responsive>.table-bordered>thead>tr>td:first-child,.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.table-responsive>.table-bordered>tbody>tr>td:last-child,.table-responsive>.table-bordered>tbody>tr>th:last-child,.table-responsive>.table-bordered>tfoot>tr>td:last-child,.table-responsive>.table-bordered>tfoot>tr>th:last-child,.table-responsive>.table-bordered>thead>tr>td:last-child,.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.table-responsive>.table-bordered>tbody>tr:last-child>td,.table-responsive>.table-bordered>tbody>tr:last-child>th,.table-responsive>.table-bordered>tfoot>tr:last-child>td,.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:20px;font-size:21px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}label{display:inline-block;max-width:100%;margin-bottom:5px;font-weight:700}input[type=search]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}input[type=checkbox],input[type=radio]{margin:4px 0 0;margin-top:1px\\9;line-height:normal}input[type=file]{display:block}input[type=range]{display:block;width:100%}select[multiple],select[size]{height:auto}input[type=file]:focus,input[type=checkbox]:focus,input[type=radio]:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}output{display:block;padding-top:7px;font-size:14px;line-height:1.42857143;color:#555}.form-control{display:block;width:100%;height:34px;padding:6px 12px;font-size:14px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075);-webkit-transition:border-color ease-in-out .15s,-webkit-box-shadow ease-in-out .15s;-o-transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s;transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s}.form-control:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6)}.form-control::-moz-placeholder{color:#999;opacity:1}.form-control:-ms-input-placeholder{color:#999}.form-control::-webkit-input-placeholder{color:#999}.form-control::-ms-expand{background-color:transparent;border:0}.form-control[disabled],.form-control[readonly],fieldset[disabled] .form-control{background-color:#eee;opacity:1}.form-control[disabled],fieldset[disabled] .form-control{cursor:not-allowed}textarea.form-control{height:auto}input[type=search]{-webkit-appearance:none}@media screen and (-webkit-min-device-pixel-ratio:0){input[type=date].form-control,input[type=time].form-control,input[type=datetime-local].form-control,input[type=month].form-control{line-height:34px}.input-group-sm input[type=date],.input-group-sm input[type=time],.input-group-sm input[type=datetime-local],.input-group-sm input[type=month],input[type=date].input-sm,input[type=time].input-sm,input[type=datetime-local].input-sm,input[type=month].input-sm{line-height:30px}.input-group-lg input[type=date],.input-group-lg input[type=time],.input-group-lg input[type=datetime-local],.input-group-lg input[type=month],input[type=date].input-lg,input[type=time].input-lg,input[type=datetime-local].input-lg,input[type=month].input-lg{line-height:46px}}.form-group{margin-bottom:15px}.checkbox,.radio{position:relative;display:block;margin-top:10px;margin-bottom:10px}.checkbox label,.radio label{min-height:20px;padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.checkbox input[type=checkbox],.checkbox-inline input[type=checkbox],.radio input[type=radio],.radio-inline input[type=radio]{position:absolute;margin-top:4px\\9;margin-left:-20px}.checkbox+.checkbox,.radio+.radio{margin-top:-5px}.checkbox-inline,.radio-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.checkbox-inline+.checkbox-inline,.radio-inline+.radio-inline{margin-top:0;margin-left:10px}fieldset[disabled] input[type=checkbox],fieldset[disabled] input[type=radio],input[type=checkbox].disabled,input[type=checkbox][disabled],input[type=radio].disabled,input[type=radio][disabled]{cursor:not-allowed}.checkbox-inline.disabled,.radio-inline.disabled,fieldset[disabled] .checkbox-inline,fieldset[disabled] .radio-inline{cursor:not-allowed}.checkbox.disabled label,.radio.disabled label,fieldset[disabled] .checkbox label,fieldset[disabled] .radio label{cursor:not-allowed}.form-control-static{min-height:34px;padding-top:7px;padding-bottom:7px;margin-bottom:0}.form-control-static.input-lg,.form-control-static.input-sm{padding-right:0;padding-left:0}.input-sm{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-sm{height:30px;line-height:30px}select[multiple].input-sm,textarea.input-sm{height:auto}.form-group-sm .form-control{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.form-group-sm select.form-control{height:30px;line-height:30px}.form-group-sm select[multiple].form-control,.form-group-sm textarea.form-control{height:auto}.form-group-sm .form-control-static{height:30px;min-height:32px;padding:6px 10px;font-size:12px;line-height:1.5}.input-lg{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-lg{height:46px;line-height:46px}select[multiple].input-lg,textarea.input-lg{height:auto}.form-group-lg .form-control{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.form-group-lg select.form-control{height:46px;line-height:46px}.form-group-lg select[multiple].form-control,.form-group-lg textarea.form-control{height:auto}.form-group-lg .form-control-static{height:46px;min-height:38px;padding:11px 16px;font-size:18px;line-height:1.3333333}.has-feedback{position:relative}.has-feedback .form-control{padding-right:42.5px}.form-control-feedback{position:absolute;top:0;right:0;z-index:2;display:block;width:34px;height:34px;line-height:34px;text-align:center;pointer-events:none}.form-group-lg .form-control+.form-control-feedback,.input-group-lg+.form-control-feedback,.input-lg+.form-control-feedback{width:46px;height:46px;line-height:46px}.form-group-sm .form-control+.form-control-feedback,.input-group-sm+.form-control-feedback,.input-sm+.form-control-feedback{width:30px;height:30px;line-height:30px}.has-success .checkbox,.has-success .checkbox-inline,.has-success .control-label,.has-success .help-block,.has-success .radio,.has-success .radio-inline,.has-success.checkbox label,.has-success.checkbox-inline label,.has-success.radio label,.has-success.radio-inline label{color:#3c763d}.has-success .form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-success .form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168}.has-success .input-group-addon{color:#3c763d;background-color:#dff0d8;border-color:#3c763d}.has-success .form-control-feedback{color:#3c763d}.has-warning .checkbox,.has-warning .checkbox-inline,.has-warning .control-label,.has-warning .help-block,.has-warning .radio,.has-warning .radio-inline,.has-warning.checkbox label,.has-warning.checkbox-inline label,.has-warning.radio label,.has-warning.radio-inline label{color:#8a6d3b}.has-warning .form-control{border-color:#8a6d3b;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-warning .form-control:focus{border-color:#66512c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b}.has-warning .input-group-addon{color:#8a6d3b;background-color:#fcf8e3;border-color:#8a6d3b}.has-warning .form-control-feedback{color:#8a6d3b}.has-error .checkbox,.has-error .checkbox-inline,.has-error .control-label,.has-error .help-block,.has-error .radio,.has-error .radio-inline,.has-error.checkbox label,.has-error.checkbox-inline label,.has-error.radio label,.has-error.radio-inline label{color:#a94442}.has-error .form-control{border-color:#a94442;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-error .form-control:focus{border-color:#843534;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483}.has-error .input-group-addon{color:#a94442;background-color:#f2dede;border-color:#a94442}.has-error .form-control-feedback{color:#a94442}.has-feedback label~.form-control-feedback{top:25px}.has-feedback label.sr-only~.form-control-feedback{top:0}.help-block{display:block;margin-top:5px;margin-bottom:10px;color:#737373}@media (min-width:768px){.form-inline .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.form-inline .form-control{display:inline-block;width:auto;vertical-align:middle}.form-inline .form-control-static{display:inline-block}.form-inline .input-group{display:inline-table;vertical-align:middle}.form-inline .input-group .form-control,.form-inline .input-group .input-group-addon,.form-inline .input-group .input-group-btn{width:auto}.form-inline .input-group>.form-control{width:100%}.form-inline .control-label{margin-bottom:0;vertical-align:middle}.form-inline .checkbox,.form-inline .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.form-inline .checkbox label,.form-inline .radio label{padding-left:0}.form-inline .checkbox input[type=checkbox],.form-inline .radio input[type=radio]{position:relative;margin-left:0}.form-inline .has-feedback .form-control-feedback{top:0}}.form-horizontal .checkbox,.form-horizontal .checkbox-inline,.form-horizontal .radio,.form-horizontal .radio-inline{padding-top:7px;margin-top:0;margin-bottom:0}.form-horizontal .checkbox,.form-horizontal .radio{min-height:27px}.form-horizontal .form-group{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.form-horizontal .control-label{padding-top:7px;margin-bottom:0;text-align:right}}.form-horizontal .has-feedback .form-control-feedback{right:15px}@media (min-width:768px){.form-horizontal .form-group-lg .control-label{padding-top:11px;font-size:18px}}@media (min-width:768px){.form-horizontal .form-group-sm .control-label{padding-top:6px;font-size:12px}}.btn{display:inline-block;padding:6px 12px;margin-bottom:0;font-size:14px;font-weight:400;line-height:1.42857143;text-align:center;white-space:nowrap;vertical-align:middle;-ms-touch-action:manipulation;touch-action:manipulation;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;background-image:none;border:1px solid transparent;border-radius:4px}.btn.active.focus,.btn.active:focus,.btn.focus,.btn:active.focus,.btn:active:focus,.btn:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn.focus,.btn:focus,.btn:hover{color:#333;text-decoration:none}.btn.active,.btn:active{background-image:none;outline:0;-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn.disabled,.btn[disabled],fieldset[disabled] .btn{cursor:not-allowed;filter:alpha(opacity=65);-webkit-box-shadow:none;box-shadow:none;opacity:.65}a.btn.disabled,fieldset[disabled] a.btn{pointer-events:none}.btn-default{color:#333;background-color:#fff;border-color:#ccc}.btn-default.focus,.btn-default:focus{color:#333;background-color:#e6e6e6;border-color:#8c8c8c}.btn-default:hover{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active.focus,.btn-default.active:focus,.btn-default.active:hover,.btn-default:active.focus,.btn-default:active:focus,.btn-default:active:hover,.open>.dropdown-toggle.btn-default.focus,.open>.dropdown-toggle.btn-default:focus,.open>.dropdown-toggle.btn-default:hover{color:#333;background-color:#d4d4d4;border-color:#8c8c8c}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{background-image:none}.btn-default.disabled.focus,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled].focus,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#fff;border-color:#ccc}.btn-default .badge{color:#fff;background-color:#333}.btn-primary{color:#fff;background-color:#337ab7;border-color:#2e6da4}.btn-primary.focus,.btn-primary:focus{color:#fff;background-color:#286090;border-color:#122b40}.btn-primary:hover{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active.focus,.btn-primary.active:focus,.btn-primary.active:hover,.btn-primary:active.focus,.btn-primary:active:focus,.btn-primary:active:hover,.open>.dropdown-toggle.btn-primary.focus,.open>.dropdown-toggle.btn-primary:focus,.open>.dropdown-toggle.btn-primary:hover{color:#fff;background-color:#204d74;border-color:#122b40}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{background-image:none}.btn-primary.disabled.focus,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled].focus,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#337ab7;border-color:#2e6da4}.btn-primary .badge{color:#337ab7;background-color:#fff}.btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c}.btn-success.focus,.btn-success:focus{color:#fff;background-color:#449d44;border-color:#255625}.btn-success:hover{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active.focus,.btn-success.active:focus,.btn-success.active:hover,.btn-success:active.focus,.btn-success:active:focus,.btn-success:active:hover,.open>.dropdown-toggle.btn-success.focus,.open>.dropdown-toggle.btn-success:focus,.open>.dropdown-toggle.btn-success:hover{color:#fff;background-color:#398439;border-color:#255625}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{background-image:none}.btn-success.disabled.focus,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled].focus,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#5cb85c;border-color:#4cae4c}.btn-success .badge{color:#5cb85c;background-color:#fff}.btn-info{color:#fff;background-color:#5bc0de;border-color:#46b8da}.btn-info.focus,.btn-info:focus{color:#fff;background-color:#31b0d5;border-color:#1b6d85}.btn-info:hover{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active.focus,.btn-info.active:focus,.btn-info.active:hover,.btn-info:active.focus,.btn-info:active:focus,.btn-info:active:hover,.open>.dropdown-toggle.btn-info.focus,.open>.dropdown-toggle.btn-info:focus,.open>.dropdown-toggle.btn-info:hover{color:#fff;background-color:#269abc;border-color:#1b6d85}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{background-image:none}.btn-info.disabled.focus,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled].focus,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#5bc0de;border-color:#46b8da}.btn-info .badge{color:#5bc0de;background-color:#fff}.btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236}.btn-warning.focus,.btn-warning:focus{color:#fff;background-color:#ec971f;border-color:#985f0d}.btn-warning:hover{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active.focus,.btn-warning.active:focus,.btn-warning.active:hover,.btn-warning:active.focus,.btn-warning:active:focus,.btn-warning:active:hover,.open>.dropdown-toggle.btn-warning.focus,.open>.dropdown-toggle.btn-warning:focus,.open>.dropdown-toggle.btn-warning:hover{color:#fff;background-color:#d58512;border-color:#985f0d}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{background-image:none}.btn-warning.disabled.focus,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled].focus,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#f0ad4e;border-color:#eea236}.btn-warning .badge{color:#f0ad4e;background-color:#fff}.btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a}.btn-danger.focus,.btn-danger:focus{color:#fff;background-color:#c9302c;border-color:#761c19}.btn-danger:hover{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active.focus,.btn-danger.active:focus,.btn-danger.active:hover,.btn-danger:active.focus,.btn-danger:active:focus,.btn-danger:active:hover,.open>.dropdown-toggle.btn-danger.focus,.open>.dropdown-toggle.btn-danger:focus,.open>.dropdown-toggle.btn-danger:hover{color:#fff;background-color:#ac2925;border-color:#761c19}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{background-image:none}.btn-danger.disabled.focus,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled].focus,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#d9534f;border-color:#d43f3a}.btn-danger .badge{color:#d9534f;background-color:#fff}.btn-link{font-weight:400;color:#337ab7;border-radius:0}.btn-link,.btn-link.active,.btn-link:active,.btn-link[disabled],fieldset[disabled] .btn-link{background-color:transparent;-webkit-box-shadow:none;box-shadow:none}.btn-link,.btn-link:active,.btn-link:focus,.btn-link:hover{border-color:transparent}.btn-link:focus,.btn-link:hover{color:#23527c;text-decoration:underline;background-color:transparent}.btn-link[disabled]:focus,.btn-link[disabled]:hover,fieldset[disabled] .btn-link:focus,fieldset[disabled] .btn-link:hover{color:#777;text-decoration:none}.btn-group-lg>.btn,.btn-lg{padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.btn-group-sm>.btn,.btn-sm{padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.btn-group-xs>.btn,.btn-xs{padding:1px 5px;font-size:12px;line-height:1.5;border-radius:3px}.btn-block{display:block;width:100%}.btn-block+.btn-block{margin-top:5px}input[type=button].btn-block,input[type=reset].btn-block,input[type=submit].btn-block{width:100%}.fade{opacity:0;-webkit-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .15s linear}.fade.in{opacity:1}.collapse{display:none}.collapse.in{display:block}tr.collapse.in{display:table-row}tbody.collapse.in{display:table-row-group}.collapsing{position:relative;height:0;overflow:hidden;-webkit-transition-timing-function:ease;-o-transition-timing-function:ease;transition-timing-function:ease;-webkit-transition-duration:.35s;-o-transition-duration:.35s;transition-duration:.35s;-webkit-transition-property:height,visibility;-o-transition-property:height,visibility;transition-property:height,visibility}.caret{display:inline-block;width:0;height:0;margin-left:2px;vertical-align:middle;border-top:4px dashed;border-top:4px solid\\9;border-right:4px solid transparent;border-left:4px solid transparent}.dropdown,.dropup{position:relative}.dropdown-toggle:focus{outline:0}.dropdown-menu{position:absolute;top:100%;left:0;z-index:1000;display:none;float:left;min-width:160px;padding:5px 0;margin:2px 0 0;font-size:14px;text-align:left;list-style:none;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.15);border-radius:4px;-webkit-box-shadow:0 6px 12px rgba(0,0,0,.175);box-shadow:0 6px 12px rgba(0,0,0,.175)}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.dropdown-menu>li>a{display:block;padding:3px 20px;clear:both;font-weight:400;line-height:1.42857143;color:#333;white-space:nowrap}.dropdown-menu>li>a:focus,.dropdown-menu>li>a:hover{color:#262626;text-decoration:none;background-color:#f5f5f5}.dropdown-menu>.active>a,.dropdown-menu>.active>a:focus,.dropdown-menu>.active>a:hover{color:#fff;text-decoration:none;background-color:#337ab7;outline:0}.dropdown-menu>.disabled>a,.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{color:#777}.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{text-decoration:none;cursor:not-allowed;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.open>.dropdown-menu{display:block}.open>a{outline:0}.dropdown-menu-right{right:0;left:auto}.dropdown-menu-left{right:auto;left:0}.dropdown-header{display:block;padding:3px 20px;font-size:12px;line-height:1.42857143;color:#777;white-space:nowrap}.dropdown-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:990}.pull-right>.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{content:"";border-top:0;border-bottom:4px dashed;border-bottom:4px solid\\9}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:2px}@media (min-width:768px){.navbar-right .dropdown-menu{right:0;left:auto}.navbar-right .dropdown-menu-left{right:auto;left:0}}.btn-group,.btn-group-vertical{position:relative;display:inline-block;vertical-align:middle}.btn-group-vertical>.btn,.btn-group>.btn{position:relative;float:left}.btn-group-vertical>.btn.active,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:hover,.btn-group>.btn.active,.btn-group>.btn:active,.btn-group>.btn:focus,.btn-group>.btn:hover{z-index:2}.btn-group .btn+.btn,.btn-group .btn+.btn-group,.btn-group .btn-group+.btn,.btn-group .btn-group+.btn-group{margin-left:-1px}.btn-toolbar{margin-left:-5px}.btn-toolbar .btn,.btn-toolbar .btn-group,.btn-toolbar .input-group{float:left}.btn-toolbar>.btn,.btn-toolbar>.btn-group,.btn-toolbar>.input-group{margin-left:5px}.btn-group>.btn:not(:first-child):not(:last-child):not(.dropdown-toggle){border-radius:0}.btn-group>.btn:first-child{margin-left:0}.btn-group>.btn:first-child:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:last-child:not(:first-child),.btn-group>.dropdown-toggle:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.btn-group>.btn-group{float:left}.btn-group>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-bottom-left-radius:0}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group>.btn+.dropdown-toggle{padding-right:8px;padding-left:8px}.btn-group>.btn-lg+.dropdown-toggle{padding-right:12px;padding-left:12px}.btn-group.open .dropdown-toggle{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-group.open .dropdown-toggle.btn-link{-webkit-box-shadow:none;box-shadow:none}.btn .caret{margin-left:0}.btn-lg .caret{border-width:5px 5px 0;border-bottom-width:0}.dropup .btn-lg .caret{border-width:0 5px 5px}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group,.btn-group-vertical>.btn-group>.btn{display:block;float:none;width:100%;max-width:100%}.btn-group-vertical>.btn-group>.btn{float:none}.btn-group-vertical>.btn+.btn,.btn-group-vertical>.btn+.btn-group,.btn-group-vertical>.btn-group+.btn,.btn-group-vertical>.btn-group+.btn-group{margin-top:-1px;margin-left:0}.btn-group-vertical>.btn:not(:first-child):not(:last-child){border-radius:0}.btn-group-vertical>.btn:first-child:not(:last-child){border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn:last-child:not(:first-child){border-top-left-radius:0;border-top-right-radius:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}.btn-group-vertical>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group-vertical>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group-vertical>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-top-right-radius:0}.btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.btn-group-justified>.btn,.btn-group-justified>.btn-group{display:table-cell;float:none;width:1%}.btn-group-justified>.btn-group .btn{width:100%}.btn-group-justified>.btn-group .dropdown-menu{left:auto}[data-toggle=buttons]>.btn input[type=checkbox],[data-toggle=buttons]>.btn input[type=radio],[data-toggle=buttons]>.btn-group>.btn input[type=checkbox],[data-toggle=buttons]>.btn-group>.btn input[type=radio]{position:absolute;clip:rect(0,0,0,0);pointer-events:none}.input-group{position:relative;display:table;border-collapse:separate}.input-group[class*=col-]{float:none;padding-right:0;padding-left:0}.input-group .form-control{position:relative;z-index:2;float:left;width:100%;margin-bottom:0}.input-group .form-control:focus{z-index:3}.input-group-lg>.form-control,.input-group-lg>.input-group-addon,.input-group-lg>.input-group-btn>.btn{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-group-lg>.form-control,select.input-group-lg>.input-group-addon,select.input-group-lg>.input-group-btn>.btn{height:46px;line-height:46px}select[multiple].input-group-lg>.form-control,select[multiple].input-group-lg>.input-group-addon,select[multiple].input-group-lg>.input-group-btn>.btn,textarea.input-group-lg>.form-control,textarea.input-group-lg>.input-group-addon,textarea.input-group-lg>.input-group-btn>.btn{height:auto}.input-group-sm>.form-control,.input-group-sm>.input-group-addon,.input-group-sm>.input-group-btn>.btn{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-group-sm>.form-control,select.input-group-sm>.input-group-addon,select.input-group-sm>.input-group-btn>.btn{height:30px;line-height:30px}select[multiple].input-group-sm>.form-control,select[multiple].input-group-sm>.input-group-addon,select[multiple].input-group-sm>.input-group-btn>.btn,textarea.input-group-sm>.form-control,textarea.input-group-sm>.input-group-addon,textarea.input-group-sm>.input-group-btn>.btn{height:auto}.input-group .form-control,.input-group-addon,.input-group-btn{display:table-cell}.input-group .form-control:not(:first-child):not(:last-child),.input-group-addon:not(:first-child):not(:last-child),.input-group-btn:not(:first-child):not(:last-child){border-radius:0}.input-group-addon,.input-group-btn{width:1%;white-space:nowrap;vertical-align:middle}.input-group-addon{padding:6px 12px;font-size:14px;font-weight:400;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:4px}.input-group-addon.input-sm{padding:5px 10px;font-size:12px;border-radius:3px}.input-group-addon.input-lg{padding:10px 16px;font-size:18px;border-radius:6px}.input-group-addon input[type=checkbox],.input-group-addon input[type=radio]{margin-top:0}.input-group .form-control:first-child,.input-group-addon:first-child,.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group>.btn,.input-group-btn:first-child>.dropdown-toggle,.input-group-btn:last-child>.btn-group:not(:last-child)>.btn,.input-group-btn:last-child>.btn:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.input-group-addon:first-child{border-right:0}.input-group .form-control:last-child,.input-group-addon:last-child,.input-group-btn:first-child>.btn-group:not(:first-child)>.btn,.input-group-btn:first-child>.btn:not(:first-child),.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group>.btn,.input-group-btn:last-child>.dropdown-toggle{border-top-left-radius:0;border-bottom-left-radius:0}.input-group-addon:last-child{border-left:0}.input-group-btn{position:relative;font-size:0;white-space:nowrap}.input-group-btn>.btn{position:relative}.input-group-btn>.btn+.btn{margin-left:-1px}.input-group-btn>.btn:active,.input-group-btn>.btn:focus,.input-group-btn>.btn:hover{z-index:2}.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group{margin-right:-1px}.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group{z-index:2;margin-left:-1px}.nav{padding-left:0;margin-bottom:0;list-style:none}.nav>li{position:relative;display:block}.nav>li>a{position:relative;display:block;padding:10px 15px}.nav>li>a:focus,.nav>li>a:hover{text-decoration:none;background-color:#eee}.nav>li.disabled>a{color:#777}.nav>li.disabled>a:focus,.nav>li.disabled>a:hover{color:#777;text-decoration:none;cursor:not-allowed;background-color:transparent}.nav .open>a,.nav .open>a:focus,.nav .open>a:hover{background-color:#eee;border-color:#337ab7}.nav .nav-divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.nav>li>a>img{max-width:none}.nav-tabs{border-bottom:1px solid #ddd}.nav-tabs>li{float:left;margin-bottom:-1px}.nav-tabs>li>a{margin-right:2px;line-height:1.42857143;border:1px solid transparent;border-radius:4px 4px 0 0}.nav-tabs>li>a:hover{border-color:#eee #eee #ddd}.nav-tabs>li.active>a,.nav-tabs>li.active>a:focus,.nav-tabs>li.active>a:hover{color:#555;cursor:default;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent}.nav-tabs.nav-justified{width:100%;border-bottom:0}.nav-tabs.nav-justified>li{float:none}.nav-tabs.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-tabs.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-tabs.nav-justified>li{display:table-cell;width:1%}.nav-tabs.nav-justified>li>a{margin-bottom:0}}.nav-tabs.nav-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs.nav-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border-bottom-color:#fff}}.nav-pills>li{float:left}.nav-pills>li>a{border-radius:4px}.nav-pills>li+li{margin-left:2px}.nav-pills>li.active>a,.nav-pills>li.active>a:focus,.nav-pills>li.active>a:hover{color:#fff;background-color:#337ab7}.nav-stacked>li{float:none}.nav-stacked>li+li{margin-top:2px;margin-left:0}.nav-justified{width:100%}.nav-justified>li{float:none}.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-justified>li{display:table-cell;width:1%}.nav-justified>li>a{margin-bottom:0}}.nav-tabs-justified{border-bottom:0}.nav-tabs-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border-bottom-color:#fff}}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.nav-tabs .dropdown-menu{margin-top:-1px;border-top-left-radius:0;border-top-right-radius:0}.navbar{position:relative;min-height:50px;margin-bottom:20px;border:1px solid transparent}@media (min-width:768px){.navbar{border-radius:4px}}@media (min-width:768px){.navbar-header{float:left}}.navbar-collapse{padding-right:15px;padding-left:15px;overflow-x:visible;-webkit-overflow-scrolling:touch;border-top:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1)}.navbar-collapse.in{overflow-y:auto}@media (min-width:768px){.navbar-collapse{width:auto;border-top:0;-webkit-box-shadow:none;box-shadow:none}.navbar-collapse.collapse{display:block!important;height:auto!important;padding-bottom:0;overflow:visible!important}.navbar-collapse.in{overflow-y:visible}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse,.navbar-static-top .navbar-collapse{padding-right:0;padding-left:0}}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:340px}@media (max-device-width:480px) and (orientation:landscape){.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:200px}}.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:0;margin-left:0}}.navbar-static-top{z-index:1000;border-width:0 0 1px}@media (min-width:768px){.navbar-static-top{border-radius:0}}.navbar-fixed-bottom,.navbar-fixed-top{position:fixed;right:0;left:0;z-index:1030}@media (min-width:768px){.navbar-fixed-bottom,.navbar-fixed-top{border-radius:0}}.navbar-fixed-top{top:0;border-width:0 0 1px}.navbar-fixed-bottom{bottom:0;margin-bottom:0;border-width:1px 0 0}.navbar-brand{float:left;height:50px;padding:15px 15px;font-size:18px;line-height:20px}.navbar-brand:focus,.navbar-brand:hover{text-decoration:none}.navbar-brand>img{display:block}@media (min-width:768px){.navbar>.container .navbar-brand,.navbar>.container-fluid .navbar-brand{margin-left:-15px}}.navbar-toggle{position:relative;float:right;padding:9px 10px;margin-top:8px;margin-right:15px;margin-bottom:8px;background-color:transparent;background-image:none;border:1px solid transparent;border-radius:4px}.navbar-toggle:focus{outline:0}.navbar-toggle .icon-bar{display:block;width:22px;height:2px;border-radius:1px}.navbar-toggle .icon-bar+.icon-bar{margin-top:4px}@media (min-width:768px){.navbar-toggle{display:none}}.navbar-nav{margin:7.5px -15px}.navbar-nav>li>a{padding-top:10px;padding-bottom:10px;line-height:20px}@media (max-width:767px){.navbar-nav .open .dropdown-menu{position:static;float:none;width:auto;margin-top:0;background-color:transparent;border:0;-webkit-box-shadow:none;box-shadow:none}.navbar-nav .open .dropdown-menu .dropdown-header,.navbar-nav .open .dropdown-menu>li>a{padding:5px 15px 5px 25px}.navbar-nav .open .dropdown-menu>li>a{line-height:20px}.navbar-nav .open .dropdown-menu>li>a:focus,.navbar-nav .open .dropdown-menu>li>a:hover{background-image:none}}@media (min-width:768px){.navbar-nav{float:left;margin:0}.navbar-nav>li{float:left}.navbar-nav>li>a{padding-top:15px;padding-bottom:15px}}.navbar-form{padding:10px 15px;margin-top:8px;margin-right:-15px;margin-bottom:8px;margin-left:-15px;border-top:1px solid transparent;border-bottom:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1)}@media (min-width:768px){.navbar-form .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.navbar-form .form-control{display:inline-block;width:auto;vertical-align:middle}.navbar-form .form-control-static{display:inline-block}.navbar-form .input-group{display:inline-table;vertical-align:middle}.navbar-form .input-group .form-control,.navbar-form .input-group .input-group-addon,.navbar-form .input-group .input-group-btn{width:auto}.navbar-form .input-group>.form-control{width:100%}.navbar-form .control-label{margin-bottom:0;vertical-align:middle}.navbar-form .checkbox,.navbar-form .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.navbar-form .checkbox label,.navbar-form .radio label{padding-left:0}.navbar-form .checkbox input[type=checkbox],.navbar-form .radio input[type=radio]{position:relative;margin-left:0}.navbar-form .has-feedback .form-control-feedback{top:0}}@media (max-width:767px){.navbar-form .form-group{margin-bottom:5px}.navbar-form .form-group:last-child{margin-bottom:0}}@media (min-width:768px){.navbar-form{width:auto;padding-top:0;padding-bottom:0;margin-right:0;margin-left:0;border:0;-webkit-box-shadow:none;box-shadow:none}}.navbar-nav>li>.dropdown-menu{margin-top:0;border-top-left-radius:0;border-top-right-radius:0}.navbar-fixed-bottom .navbar-nav>li>.dropdown-menu{margin-bottom:0;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.navbar-btn{margin-top:8px;margin-bottom:8px}.navbar-btn.btn-sm{margin-top:10px;margin-bottom:10px}.navbar-btn.btn-xs{margin-top:14px;margin-bottom:14px}.navbar-text{margin-top:15px;margin-bottom:15px}@media (min-width:768px){.navbar-text{float:left;margin-right:15px;margin-left:15px}}@media (min-width:768px){.navbar-left{float:left!important}.navbar-right{float:right!important;margin-right:-15px}.navbar-right~.navbar-right{margin-right:0}}.navbar-default{background-color:#f8f8f8;border-color:#e7e7e7}.navbar-default .navbar-brand{color:#777}.navbar-default .navbar-brand:focus,.navbar-default .navbar-brand:hover{color:#5e5e5e;background-color:transparent}.navbar-default .navbar-text{color:#777}.navbar-default .navbar-nav>li>a{color:#777}.navbar-default .navbar-nav>li>a:focus,.navbar-default .navbar-nav>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.active>a:focus,.navbar-default .navbar-nav>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav>.disabled>a,.navbar-default .navbar-nav>.disabled>a:focus,.navbar-default .navbar-nav>.disabled>a:hover{color:#ccc;background-color:transparent}.navbar-default .navbar-toggle{border-color:#ddd}.navbar-default .navbar-toggle:focus,.navbar-default .navbar-toggle:hover{background-color:#ddd}.navbar-default .navbar-toggle .icon-bar{background-color:#888}.navbar-default .navbar-collapse,.navbar-default .navbar-form{border-color:#e7e7e7}.navbar-default .navbar-nav>.open>a,.navbar-default .navbar-nav>.open>a:focus,.navbar-default .navbar-nav>.open>a:hover{color:#555;background-color:#e7e7e7}@media (max-width:767px){.navbar-default .navbar-nav .open .dropdown-menu>li>a{color:#777}.navbar-default .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav .open .dropdown-menu>.active>a,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#ccc;background-color:transparent}}.navbar-default .navbar-link{color:#777}.navbar-default .navbar-link:hover{color:#333}.navbar-default .btn-link{color:#777}.navbar-default .btn-link:focus,.navbar-default .btn-link:hover{color:#333}.navbar-default .btn-link[disabled]:focus,.navbar-default .btn-link[disabled]:hover,fieldset[disabled] .navbar-default .btn-link:focus,fieldset[disabled] .navbar-default .btn-link:hover{color:#ccc}.navbar-inverse{background-color:#222;border-color:#080808}.navbar-inverse .navbar-brand{color:#9d9d9d}.navbar-inverse .navbar-brand:focus,.navbar-inverse .navbar-brand:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-text{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a:focus,.navbar-inverse .navbar-nav>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.active>a:focus,.navbar-inverse .navbar-nav>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav>.disabled>a,.navbar-inverse .navbar-nav>.disabled>a:focus,.navbar-inverse .navbar-nav>.disabled>a:hover{color:#444;background-color:transparent}.navbar-inverse .navbar-toggle{border-color:#333}.navbar-inverse .navbar-toggle:focus,.navbar-inverse .navbar-toggle:hover{background-color:#333}.navbar-inverse .navbar-toggle .icon-bar{background-color:#fff}.navbar-inverse .navbar-collapse,.navbar-inverse .navbar-form{border-color:#101010}.navbar-inverse .navbar-nav>.open>a,.navbar-inverse .navbar-nav>.open>a:focus,.navbar-inverse .navbar-nav>.open>a:hover{color:#fff;background-color:#080808}@media (max-width:767px){.navbar-inverse .navbar-nav .open .dropdown-menu>.dropdown-header{border-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu .divider{background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#444;background-color:transparent}}.navbar-inverse .navbar-link{color:#9d9d9d}.navbar-inverse .navbar-link:hover{color:#fff}.navbar-inverse .btn-link{color:#9d9d9d}.navbar-inverse .btn-link:focus,.navbar-inverse .btn-link:hover{color:#fff}.navbar-inverse .btn-link[disabled]:focus,.navbar-inverse .btn-link[disabled]:hover,fieldset[disabled] .navbar-inverse .btn-link:focus,fieldset[disabled] .navbar-inverse .btn-link:hover{color:#444}.breadcrumb{padding:8px 15px;margin-bottom:20px;list-style:none;background-color:#f5f5f5;border-radius:4px}.breadcrumb>li{display:inline-block}.breadcrumb>li+li:before{padding:0 5px;color:#ccc;content:"/\\00a0"}.breadcrumb>.active{color:#777}.pagination{display:inline-block;padding-left:0;margin:20px 0;border-radius:4px}.pagination>li{display:inline}.pagination>li>a,.pagination>li>span{position:relative;float:left;padding:6px 12px;margin-left:-1px;line-height:1.42857143;color:#337ab7;text-decoration:none;background-color:#fff;border:1px solid #ddd}.pagination>li:first-child>a,.pagination>li:first-child>span{margin-left:0;border-top-left-radius:4px;border-bottom-left-radius:4px}.pagination>li:last-child>a,.pagination>li:last-child>span{border-top-right-radius:4px;border-bottom-right-radius:4px}.pagination>li>a:focus,.pagination>li>a:hover,.pagination>li>span:focus,.pagination>li>span:hover{z-index:2;color:#23527c;background-color:#eee;border-color:#ddd}.pagination>.active>a,.pagination>.active>a:focus,.pagination>.active>a:hover,.pagination>.active>span,.pagination>.active>span:focus,.pagination>.active>span:hover{z-index:3;color:#fff;cursor:default;background-color:#337ab7;border-color:#337ab7}.pagination>.disabled>a,.pagination>.disabled>a:focus,.pagination>.disabled>a:hover,.pagination>.disabled>span,.pagination>.disabled>span:focus,.pagination>.disabled>span:hover{color:#777;cursor:not-allowed;background-color:#fff;border-color:#ddd}.pagination-lg>li>a,.pagination-lg>li>span{padding:10px 16px;font-size:18px;line-height:1.3333333}.pagination-lg>li:first-child>a,.pagination-lg>li:first-child>span{border-top-left-radius:6px;border-bottom-left-radius:6px}.pagination-lg>li:last-child>a,.pagination-lg>li:last-child>span{border-top-right-radius:6px;border-bottom-right-radius:6px}.pagination-sm>li>a,.pagination-sm>li>span{padding:5px 10px;font-size:12px;line-height:1.5}.pagination-sm>li:first-child>a,.pagination-sm>li:first-child>span{border-top-left-radius:3px;border-bottom-left-radius:3px}.pagination-sm>li:last-child>a,.pagination-sm>li:last-child>span{border-top-right-radius:3px;border-bottom-right-radius:3px}.pager{padding-left:0;margin:20px 0;text-align:center;list-style:none}.pager li{display:inline}.pager li>a,.pager li>span{display:inline-block;padding:5px 14px;background-color:#fff;border:1px solid #ddd;border-radius:15px}.pager li>a:focus,.pager li>a:hover{text-decoration:none;background-color:#eee}.pager .next>a,.pager .next>span{float:right}.pager .previous>a,.pager .previous>span{float:left}.pager .disabled>a,.pager .disabled>a:focus,.pager .disabled>a:hover,.pager .disabled>span{color:#777;cursor:not-allowed;background-color:#fff}.label{display:inline;padding:.2em .6em .3em;font-size:75%;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:.25em}a.label:focus,a.label:hover{color:#fff;text-decoration:none;cursor:pointer}.label:empty{display:none}.btn .label{position:relative;top:-1px}.label-default{background-color:#777}.label-default[href]:focus,.label-default[href]:hover{background-color:#5e5e5e}.label-primary{background-color:#337ab7}.label-primary[href]:focus,.label-primary[href]:hover{background-color:#286090}.label-success{background-color:#5cb85c}.label-success[href]:focus,.label-success[href]:hover{background-color:#449d44}.label-info{background-color:#5bc0de}.label-info[href]:focus,.label-info[href]:hover{background-color:#31b0d5}.label-warning{background-color:#f0ad4e}.label-warning[href]:focus,.label-warning[href]:hover{background-color:#ec971f}.label-danger{background-color:#d9534f}.label-danger[href]:focus,.label-danger[href]:hover{background-color:#c9302c}.badge{display:inline-block;min-width:10px;padding:3px 7px;font-size:12px;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:middle;background-color:#777;border-radius:10px}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.btn-group-xs>.btn .badge,.btn-xs .badge{top:0;padding:1px 5px}a.badge:focus,a.badge:hover{color:#fff;text-decoration:none;cursor:pointer}.list-group-item.active>.badge,.nav-pills>.active>a>.badge{color:#337ab7;background-color:#fff}.list-group-item>.badge{float:right}.list-group-item>.badge+.badge{margin-right:5px}.nav-pills>li>a>.badge{margin-left:3px}.jumbotron{padding-top:30px;padding-bottom:30px;margin-bottom:30px;color:inherit;background-color:#eee}.jumbotron .h1,.jumbotron h1{color:inherit}.jumbotron p{margin-bottom:15px;font-size:21px;font-weight:200}.jumbotron>hr{border-top-color:#d5d5d5}.container .jumbotron,.container-fluid .jumbotron{padding-right:15px;padding-left:15px;border-radius:6px}.jumbotron .container{max-width:100%}@media screen and (min-width:768px){.jumbotron{padding-top:48px;padding-bottom:48px}.container .jumbotron,.container-fluid .jumbotron{padding-right:60px;padding-left:60px}.jumbotron .h1,.jumbotron h1{font-size:63px}}.thumbnail{display:block;padding:4px;margin-bottom:20px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:border .2s ease-in-out;-o-transition:border .2s ease-in-out;transition:border .2s ease-in-out}.thumbnail a>img,.thumbnail>img{margin-right:auto;margin-left:auto}a.thumbnail.active,a.thumbnail:focus,a.thumbnail:hover{border-color:#337ab7}.thumbnail .caption{padding:9px;color:#333}.alert{padding:15px;margin-bottom:20px;border:1px solid transparent;border-radius:4px}.alert h4{margin-top:0;color:inherit}.alert .alert-link{font-weight:700}.alert>p,.alert>ul{margin-bottom:0}.alert>p+p{margin-top:5px}.alert-dismissable,.alert-dismissible{padding-right:35px}.alert-dismissable .close,.alert-dismissible .close{position:relative;top:-2px;right:-21px;color:inherit}.alert-success{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.alert-success hr{border-top-color:#c9e2b3}.alert-success .alert-link{color:#2b542c}.alert-info{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.alert-info hr{border-top-color:#a6e1ec}.alert-info .alert-link{color:#245269}.alert-warning{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.alert-warning hr{border-top-color:#f7e1b5}.alert-warning .alert-link{color:#66512c}.alert-danger{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.alert-danger hr{border-top-color:#e4b9c0}.alert-danger .alert-link{color:#843534}@-webkit-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-o-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}.progress{height:20px;margin-bottom:20px;overflow:hidden;background-color:#f5f5f5;border-radius:4px;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,.1);box-shadow:inset 0 1px 2px rgba(0,0,0,.1)}.progress-bar{float:left;width:0;height:100%;font-size:12px;line-height:20px;color:#fff;text-align:center;background-color:#337ab7;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);-webkit-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress-bar-striped,.progress-striped .progress-bar{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);-webkit-background-size:40px 40px;background-size:40px 40px}.progress-bar.active,.progress.active .progress-bar{-webkit-animation:progress-bar-stripes 2s linear infinite;-o-animation:progress-bar-stripes 2s linear infinite;animation:progress-bar-stripes 2s linear infinite}.progress-bar-success{background-color:#5cb85c}.progress-striped .progress-bar-success{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-info{background-color:#5bc0de}.progress-striped .progress-bar-info{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-warning{background-color:#f0ad4e}.progress-striped .progress-bar-warning{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-danger{background-color:#d9534f}.progress-striped .progress-bar-danger{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.media{margin-top:15px}.media:first-child{margin-top:0}.media,.media-body{overflow:hidden;zoom:1}.media-body{width:10000px}.media-object{display:block}.media-object.img-thumbnail{max-width:none}.media-right,.media>.pull-right{padding-left:10px}.media-left,.media>.pull-left{padding-right:10px}.media-body,.media-left,.media-right{display:table-cell;vertical-align:top}.media-middle{vertical-align:middle}.media-bottom{vertical-align:bottom}.media-heading{margin-top:0;margin-bottom:5px}.media-list{padding-left:0;list-style:none}.list-group{padding-left:0;margin-bottom:20px}.list-group-item{position:relative;display:block;padding:10px 15px;margin-bottom:-1px;background-color:#fff;border:1px solid #ddd}.list-group-item:first-child{border-top-left-radius:4px;border-top-right-radius:4px}.list-group-item:last-child{margin-bottom:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}a.list-group-item,button.list-group-item{color:#555}a.list-group-item .list-group-item-heading,button.list-group-item .list-group-item-heading{color:#333}a.list-group-item:focus,a.list-group-item:hover,button.list-group-item:focus,button.list-group-item:hover{color:#555;text-decoration:none;background-color:#f5f5f5}button.list-group-item{width:100%;text-align:left}.list-group-item.disabled,.list-group-item.disabled:focus,.list-group-item.disabled:hover{color:#777;cursor:not-allowed;background-color:#eee}.list-group-item.disabled .list-group-item-heading,.list-group-item.disabled:focus .list-group-item-heading,.list-group-item.disabled:hover .list-group-item-heading{color:inherit}.list-group-item.disabled .list-group-item-text,.list-group-item.disabled:focus .list-group-item-text,.list-group-item.disabled:hover .list-group-item-text{color:#777}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7}.list-group-item.active .list-group-item-heading,.list-group-item.active .list-group-item-heading>.small,.list-group-item.active .list-group-item-heading>small,.list-group-item.active:focus .list-group-item-heading,.list-group-item.active:focus .list-group-item-heading>.small,.list-group-item.active:focus .list-group-item-heading>small,.list-group-item.active:hover .list-group-item-heading,.list-group-item.active:hover .list-group-item-heading>.small,.list-group-item.active:hover .list-group-item-heading>small{color:inherit}.list-group-item.active .list-group-item-text,.list-group-item.active:focus .list-group-item-text,.list-group-item.active:hover .list-group-item-text{color:#c7ddef}.list-group-item-success{color:#3c763d;background-color:#dff0d8}a.list-group-item-success,button.list-group-item-success{color:#3c763d}a.list-group-item-success .list-group-item-heading,button.list-group-item-success .list-group-item-heading{color:inherit}a.list-group-item-success:focus,a.list-group-item-success:hover,button.list-group-item-success:focus,button.list-group-item-success:hover{color:#3c763d;background-color:#d0e9c6}a.list-group-item-success.active,a.list-group-item-success.active:focus,a.list-group-item-success.active:hover,button.list-group-item-success.active,button.list-group-item-success.active:focus,button.list-group-item-success.active:hover{color:#fff;background-color:#3c763d;border-color:#3c763d}.list-group-item-info{color:#31708f;background-color:#d9edf7}a.list-group-item-info,button.list-group-item-info{color:#31708f}a.list-group-item-info .list-group-item-heading,button.list-group-item-info .list-group-item-heading{color:inherit}a.list-group-item-info:focus,a.list-group-item-info:hover,button.list-group-item-info:focus,button.list-group-item-info:hover{color:#31708f;background-color:#c4e3f3}a.list-group-item-info.active,a.list-group-item-info.active:focus,a.list-group-item-info.active:hover,button.list-group-item-info.active,button.list-group-item-info.active:focus,button.list-group-item-info.active:hover{color:#fff;background-color:#31708f;border-color:#31708f}.list-group-item-warning{color:#8a6d3b;background-color:#fcf8e3}a.list-group-item-warning,button.list-group-item-warning{color:#8a6d3b}a.list-group-item-warning .list-group-item-heading,button.list-group-item-warning .list-group-item-heading{color:inherit}a.list-group-item-warning:focus,a.list-group-item-warning:hover,button.list-group-item-warning:focus,button.list-group-item-warning:hover{color:#8a6d3b;background-color:#faf2cc}a.list-group-item-warning.active,a.list-group-item-warning.active:focus,a.list-group-item-warning.active:hover,button.list-group-item-warning.active,button.list-group-item-warning.active:focus,button.list-group-item-warning.active:hover{color:#fff;background-color:#8a6d3b;border-color:#8a6d3b}.list-group-item-danger{color:#a94442;background-color:#f2dede}a.list-group-item-danger,button.list-group-item-danger{color:#a94442}a.list-group-item-danger .list-group-item-heading,button.list-group-item-danger .list-group-item-heading{color:inherit}a.list-group-item-danger:focus,a.list-group-item-danger:hover,button.list-group-item-danger:focus,button.list-group-item-danger:hover{color:#a94442;background-color:#ebcccc}a.list-group-item-danger.active,a.list-group-item-danger.active:focus,a.list-group-item-danger.active:hover,button.list-group-item-danger.active,button.list-group-item-danger.active:focus,button.list-group-item-danger.active:hover{color:#fff;background-color:#a94442;border-color:#a94442}.list-group-item-heading{margin-top:0;margin-bottom:5px}.list-group-item-text{margin-bottom:0;line-height:1.3}.panel{margin-bottom:20px;background-color:#fff;border:1px solid transparent;border-radius:4px;-webkit-box-shadow:0 1px 1px rgba(0,0,0,.05);box-shadow:0 1px 1px rgba(0,0,0,.05)}.panel-body{padding:15px}.panel-heading{padding:10px 15px;border-bottom:1px solid transparent;border-top-left-radius:3px;border-top-right-radius:3px}.panel-heading>.dropdown .dropdown-toggle{color:inherit}.panel-title{margin-top:0;margin-bottom:0;font-size:16px;color:inherit}.panel-title>.small,.panel-title>.small>a,.panel-title>a,.panel-title>small,.panel-title>small>a{color:inherit}.panel-footer{padding:10px 15px;background-color:#f5f5f5;border-top:1px solid #ddd;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.list-group,.panel>.panel-collapse>.list-group{margin-bottom:0}.panel>.list-group .list-group-item,.panel>.panel-collapse>.list-group .list-group-item{border-width:1px 0;border-radius:0}.panel>.list-group:first-child .list-group-item:first-child,.panel>.panel-collapse>.list-group:first-child .list-group-item:first-child{border-top:0;border-top-left-radius:3px;border-top-right-radius:3px}.panel>.list-group:last-child .list-group-item:last-child,.panel>.panel-collapse>.list-group:last-child .list-group-item:last-child{border-bottom:0;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.panel-heading+.panel-collapse>.list-group .list-group-item:first-child{border-top-left-radius:0;border-top-right-radius:0}.panel-heading+.list-group .list-group-item:first-child{border-top-width:0}.list-group+.panel-footer{border-top-width:0}.panel>.panel-collapse>.table,.panel>.table,.panel>.table-responsive>.table{margin-bottom:0}.panel>.panel-collapse>.table caption,.panel>.table caption,.panel>.table-responsive>.table caption{padding-right:15px;padding-left:15px}.panel>.table-responsive:first-child>.table:first-child,.panel>.table:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child,.panel>.table:first-child>thead:first-child>tr:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table:first-child>thead:first-child>tr:first-child th:first-child{border-top-left-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table:first-child>thead:first-child>tr:first-child th:last-child{border-top-right-radius:3px}.panel>.table-responsive:last-child>.table:last-child,.panel>.table:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:first-child{border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:last-child{border-bottom-right-radius:3px}.panel>.panel-body+.table,.panel>.panel-body+.table-responsive,.panel>.table+.panel-body,.panel>.table-responsive+.panel-body{border-top:1px solid #ddd}.panel>.table>tbody:first-child>tr:first-child td,.panel>.table>tbody:first-child>tr:first-child th{border-top:0}.panel>.table-bordered,.panel>.table-responsive>.table-bordered{border:0}.panel>.table-bordered>tbody>tr>td:first-child,.panel>.table-bordered>tbody>tr>th:first-child,.panel>.table-bordered>tfoot>tr>td:first-child,.panel>.table-bordered>tfoot>tr>th:first-child,.panel>.table-bordered>thead>tr>td:first-child,.panel>.table-bordered>thead>tr>th:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:first-child,.panel>.table-responsive>.table-bordered>thead>tr>td:first-child,.panel>.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.panel>.table-bordered>tbody>tr>td:last-child,.panel>.table-bordered>tbody>tr>th:last-child,.panel>.table-bordered>tfoot>tr>td:last-child,.panel>.table-bordered>tfoot>tr>th:last-child,.panel>.table-bordered>thead>tr>td:last-child,.panel>.table-bordered>thead>tr>th:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:last-child,.panel>.table-responsive>.table-bordered>thead>tr>td:last-child,.panel>.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.panel>.table-bordered>tbody>tr:first-child>td,.panel>.table-bordered>tbody>tr:first-child>th,.panel>.table-bordered>thead>tr:first-child>td,.panel>.table-bordered>thead>tr:first-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>th,.panel>.table-responsive>.table-bordered>thead>tr:first-child>td,.panel>.table-responsive>.table-bordered>thead>tr:first-child>th{border-bottom:0}.panel>.table-bordered>tbody>tr:last-child>td,.panel>.table-bordered>tbody>tr:last-child>th,.panel>.table-bordered>tfoot>tr:last-child>td,.panel>.table-bordered>tfoot>tr:last-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>th,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>td,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}.panel>.table-responsive{margin-bottom:0;border:0}.panel-group{margin-bottom:20px}.panel-group .panel{margin-bottom:0;border-radius:4px}.panel-group .panel+.panel{margin-top:5px}.panel-group .panel-heading{border-bottom:0}.panel-group .panel-heading+.panel-collapse>.list-group,.panel-group .panel-heading+.panel-collapse>.panel-body{border-top:1px solid #ddd}.panel-group .panel-footer{border-top:0}.panel-group .panel-footer+.panel-collapse .panel-body{border-bottom:1px solid #ddd}.panel-default{border-color:#ddd}.panel-default>.panel-heading{color:#333;background-color:#f5f5f5;border-color:#ddd}.panel-default>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ddd}.panel-default>.panel-heading .badge{color:#f5f5f5;background-color:#333}.panel-default>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ddd}.panel-primary{border-color:#337ab7}.panel-primary>.panel-heading{color:#fff;background-color:#337ab7;border-color:#337ab7}.panel-primary>.panel-heading+.panel-collapse>.panel-body{border-top-color:#337ab7}.panel-primary>.panel-heading .badge{color:#337ab7;background-color:#fff}.panel-primary>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#337ab7}.panel-success{border-color:#d6e9c6}.panel-success>.panel-heading{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.panel-success>.panel-heading+.panel-collapse>.panel-body{border-top-color:#d6e9c6}.panel-success>.panel-heading .badge{color:#dff0d8;background-color:#3c763d}.panel-success>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#d6e9c6}.panel-info{border-color:#bce8f1}.panel-info>.panel-heading{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.panel-info>.panel-heading+.panel-collapse>.panel-body{border-top-color:#bce8f1}.panel-info>.panel-heading .badge{color:#d9edf7;background-color:#31708f}.panel-info>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#bce8f1}.panel-warning{border-color:#faebcc}.panel-warning>.panel-heading{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.panel-warning>.panel-heading+.panel-collapse>.panel-body{border-top-color:#faebcc}.panel-warning>.panel-heading .badge{color:#fcf8e3;background-color:#8a6d3b}.panel-warning>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#faebcc}.panel-danger{border-color:#ebccd1}.panel-danger>.panel-heading{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.panel-danger>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ebccd1}.panel-danger>.panel-heading .badge{color:#f2dede;background-color:#a94442}.panel-danger>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ebccd1}.embed-responsive{position:relative;display:block;height:0;padding:0;overflow:hidden}.embed-responsive .embed-responsive-item,.embed-responsive embed,.embed-responsive iframe,.embed-responsive object,.embed-responsive video{position:absolute;top:0;bottom:0;left:0;width:100%;height:100%;border:0}.embed-responsive-16by9{padding-bottom:56.25%}.embed-responsive-4by3{padding-bottom:75%}.well{min-height:20px;padding:19px;margin-bottom:20px;background-color:#f5f5f5;border:1px solid #e3e3e3;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.05);box-shadow:inset 0 1px 1px rgba(0,0,0,.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,.15)}.well-lg{padding:24px;border-radius:6px}.well-sm{padding:9px;border-radius:3px}.close{float:right;font-size:21px;font-weight:700;line-height:1;color:#000;text-shadow:0 1px 0 #fff;filter:alpha(opacity=20);opacity:.2}.close:focus,.close:hover{color:#000;text-decoration:none;cursor:pointer;filter:alpha(opacity=50);opacity:.5}button.close{-webkit-appearance:none;padding:0;cursor:pointer;background:0 0;border:0}.modal-open{overflow:hidden}.modal{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1050;display:none;overflow:hidden;-webkit-overflow-scrolling:touch;outline:0}.modal.fade .modal-dialog{-webkit-transition:-webkit-transform .3s ease-out;-o-transition:-o-transform .3s ease-out;transition:transform .3s ease-out;-webkit-transform:translate(0,-25%);-ms-transform:translate(0,-25%);-o-transform:translate(0,-25%);transform:translate(0,-25%)}.modal.in .modal-dialog{-webkit-transform:translate(0,0);-ms-transform:translate(0,0);-o-transform:translate(0,0);transform:translate(0,0)}.modal-open .modal{overflow-x:hidden;overflow-y:auto}.modal-dialog{position:relative;width:auto;margin:10px}.modal-content{position:relative;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #999;border:1px solid rgba(0,0,0,.2);border-radius:6px;outline:0;-webkit-box-shadow:0 3px 9px rgba(0,0,0,.5);box-shadow:0 3px 9px rgba(0,0,0,.5)}.modal-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;background-color:#000}.modal-backdrop.fade{filter:alpha(opacity=0);opacity:0}.modal-backdrop.in{filter:alpha(opacity=50);opacity:.5}.modal-header{padding:15px;border-bottom:1px solid #e5e5e5}.modal-header .close{margin-top:-2px}.modal-title{margin:0;line-height:1.42857143}.modal-body{position:relative;padding:15px}.modal-footer{padding:15px;text-align:right;border-top:1px solid #e5e5e5}.modal-footer .btn+.btn{margin-bottom:0;margin-left:5px}.modal-footer .btn-group .btn+.btn{margin-left:-1px}.modal-footer .btn-block+.btn-block{margin-left:0}.modal-scrollbar-measure{position:absolute;top:-9999px;width:50px;height:50px;overflow:scroll}@media (min-width:768px){.modal-dialog{width:600px;margin:30px auto}.modal-content{-webkit-box-shadow:0 5px 15px rgba(0,0,0,.5);box-shadow:0 5px 15px rgba(0,0,0,.5)}.modal-sm{width:300px}}@media (min-width:992px){.modal-lg{width:900px}}.tooltip{position:absolute;z-index:1070;display:block;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:12px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;filter:alpha(opacity=0);opacity:0;line-break:auto}.tooltip.in{filter:alpha(opacity=90);opacity:.9}.tooltip.top{padding:5px 0;margin-top:-3px}.tooltip.right{padding:0 5px;margin-left:3px}.tooltip.bottom{padding:5px 0;margin-top:3px}.tooltip.left{padding:0 5px;margin-left:-3px}.tooltip-inner{max-width:200px;padding:3px 8px;color:#fff;text-align:center;background-color:#000;border-radius:4px}.tooltip-arrow{position:absolute;width:0;height:0;border-color:transparent;border-style:solid}.tooltip.top .tooltip-arrow{bottom:0;left:50%;margin-left:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-left .tooltip-arrow{right:5px;bottom:0;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-right .tooltip-arrow{bottom:0;left:5px;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.right .tooltip-arrow{top:50%;left:0;margin-top:-5px;border-width:5px 5px 5px 0;border-right-color:#000}.tooltip.left .tooltip-arrow{top:50%;right:0;margin-top:-5px;border-width:5px 0 5px 5px;border-left-color:#000}.tooltip.bottom .tooltip-arrow{top:0;left:50%;margin-left:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-left .tooltip-arrow{top:0;right:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-right .tooltip-arrow{top:0;left:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.popover{position:absolute;top:0;left:0;z-index:1060;display:none;max-width:276px;padding:1px;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.2);border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,.2);box-shadow:0 5px 10px rgba(0,0,0,.2);line-break:auto}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{padding:8px 14px;margin:0;font-size:14px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;border-radius:5px 5px 0 0}.popover-content{padding:9px 14px}.popover>.arrow,.popover>.arrow:after{position:absolute;display:block;width:0;height:0;border-color:transparent;border-style:solid}.popover>.arrow{border-width:11px}.popover>.arrow:after{content:"";border-width:10px}.popover.top>.arrow{bottom:-11px;left:50%;margin-left:-11px;border-top-color:#999;border-top-color:rgba(0,0,0,.25);border-bottom-width:0}.popover.top>.arrow:after{bottom:1px;margin-left:-10px;content:" ";border-top-color:#fff;border-bottom-width:0}.popover.right>.arrow{top:50%;left:-11px;margin-top:-11px;border-right-color:#999;border-right-color:rgba(0,0,0,.25);border-left-width:0}.popover.right>.arrow:after{bottom:-10px;left:1px;content:" ";border-right-color:#fff;border-left-width:0}.popover.bottom>.arrow{top:-11px;left:50%;margin-left:-11px;border-top-width:0;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,.25)}.popover.bottom>.arrow:after{top:1px;margin-left:-10px;content:" ";border-top-width:0;border-bottom-color:#fff}.popover.left>.arrow{top:50%;right:-11px;margin-top:-11px;border-right-width:0;border-left-color:#999;border-left-color:rgba(0,0,0,.25)}.popover.left>.arrow:after{right:1px;bottom:-10px;content:" ";border-right-width:0;border-left-color:#fff}.carousel{position:relative}.carousel-inner{position:relative;width:100%;overflow:hidden}.carousel-inner>.item{position:relative;display:none;-webkit-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner>.item>a>img,.carousel-inner>.item>img{line-height:1}@media all and (transform-3d),(-webkit-transform-3d){.carousel-inner>.item{-webkit-transition:-webkit-transform .6s ease-in-out;-o-transition:-o-transform .6s ease-in-out;transition:transform .6s ease-in-out;-webkit-backface-visibility:hidden;backface-visibility:hidden;-webkit-perspective:1000px;perspective:1000px}.carousel-inner>.item.active.right,.carousel-inner>.item.next{left:0;-webkit-transform:translate3d(100%,0,0);transform:translate3d(100%,0,0)}.carousel-inner>.item.active.left,.carousel-inner>.item.prev{left:0;-webkit-transform:translate3d(-100%,0,0);transform:translate3d(-100%,0,0)}.carousel-inner>.item.active,.carousel-inner>.item.next.left,.carousel-inner>.item.prev.right{left:0;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}}.carousel-inner>.active,.carousel-inner>.next,.carousel-inner>.prev{display:block}.carousel-inner>.active{left:0}.carousel-inner>.next,.carousel-inner>.prev{position:absolute;top:0;width:100%}.carousel-inner>.next{left:100%}.carousel-inner>.prev{left:-100%}.carousel-inner>.next.left,.carousel-inner>.prev.right{left:0}.carousel-inner>.active.left{left:-100%}.carousel-inner>.active.right{left:100%}.carousel-control{position:absolute;top:0;bottom:0;left:0;width:15%;font-size:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6);background-color:rgba(0,0,0,0);filter:alpha(opacity=50);opacity:.5}.carousel-control.left{background-image:-webkit-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.5)),to(rgba(0,0,0,.0001)));background-image:linear-gradient(to right,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);background-repeat:repeat-x}.carousel-control.right{right:0;left:auto;background-image:-webkit-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.0001)),to(rgba(0,0,0,.5)));background-image:linear-gradient(to right,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);background-repeat:repeat-x}.carousel-control:focus,.carousel-control:hover{color:#fff;text-decoration:none;filter:alpha(opacity=90);outline:0;opacity:.9}.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{position:absolute;top:50%;z-index:5;display:inline-block;margin-top:-10px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{left:50%;margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{right:50%;margin-right:-10px}.carousel-control .icon-next,.carousel-control .icon-prev{width:20px;height:20px;font-family:serif;line-height:1}.carousel-control .icon-prev:before{content:'\\2039'}.carousel-control .icon-next:before{content:'\\203a'}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;padding-left:0;margin-left:-30%;text-align:center;list-style:none}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;cursor:pointer;background-color:#000\\9;background-color:rgba(0,0,0,0);border:1px solid #fff;border-radius:10px}.carousel-indicators .active{width:12px;height:12px;margin:0;background-color:#fff}.carousel-caption{position:absolute;right:15%;bottom:20px;left:15%;z-index:10;padding-top:20px;padding-bottom:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{width:30px;height:30px;margin-top:-10px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-10px}.carousel-caption{right:20%;left:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.btn-group-vertical>.btn-group:after,.btn-group-vertical>.btn-group:before,.btn-toolbar:after,.btn-toolbar:before,.clearfix:after,.clearfix:before,.container-fluid:after,.container-fluid:before,.container:after,.container:before,.dl-horizontal dd:after,.dl-horizontal dd:before,.form-horizontal .form-group:after,.form-horizontal .form-group:before,.modal-footer:after,.modal-footer:before,.modal-header:after,.modal-header:before,.nav:after,.nav:before,.navbar-collapse:after,.navbar-collapse:before,.navbar-header:after,.navbar-header:before,.navbar:after,.navbar:before,.pager:after,.pager:before,.panel-body:after,.panel-body:before,.row:after,.row:before{display:table;content:" "}.btn-group-vertical>.btn-group:after,.btn-toolbar:after,.clearfix:after,.container-fluid:after,.container:after,.dl-horizontal dd:after,.form-horizontal .form-group:after,.modal-footer:after,.modal-header:after,.nav:after,.navbar-collapse:after,.navbar-header:after,.navbar:after,.pager:after,.panel-body:after,.row:after{clear:both}.center-block{display:block;margin-right:auto;margin-left:auto}.pull-right{float:right!important}.pull-left{float:left!important}.hide{display:none!important}.show{display:block!important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none!important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-lg,.visible-md,.visible-sm,.visible-xs{display:none!important}.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block{display:none!important}@media (max-width:767px){.visible-xs{display:block!important}table.visible-xs{display:table!important}tr.visible-xs{display:table-row!important}td.visible-xs,th.visible-xs{display:table-cell!important}}@media (max-width:767px){.visible-xs-block{display:block!important}}@media (max-width:767px){.visible-xs-inline{display:inline!important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block!important}table.visible-sm{display:table!important}tr.visible-sm{display:table-row!important}td.visible-sm,th.visible-sm{display:table-cell!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block!important}table.visible-md{display:table!important}tr.visible-md{display:table-row!important}td.visible-md,th.visible-md{display:table-cell!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block!important}}@media (min-width:1200px){.visible-lg{display:block!important}table.visible-lg{display:table!important}tr.visible-lg{display:table-row!important}td.visible-lg,th.visible-lg{display:table-cell!important}}@media (min-width:1200px){.visible-lg-block{display:block!important}}@media (min-width:1200px){.visible-lg-inline{display:inline!important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block!important}}@media (max-width:767px){.hidden-xs{display:none!important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none!important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none!important}}@media (min-width:1200px){.hidden-lg{display:none!important}}.visible-print{display:none!important}@media print{.visible-print{display:block!important}table.visible-print{display:table!important}tr.visible-print{display:table-row!important}td.visible-print,th.visible-print{display:table-cell!important}}.visible-print-block{display:none!important}@media print{.visible-print-block{display:block!important}}.visible-print-inline{display:none!important}@media print{.visible-print-inline{display:inline!important}}.visible-print-inline-block{display:none!important}@media print{.visible-print-inline-block{display:inline-block!important}}@media print{.hidden-print{display:none!important}}\n",
|
|
"/*# sourceMappingURL=bootstrap.min.css.map *//*!\n",
|
|
" * Bootstrap v3.3.7 (http://getbootstrap.com)\n",
|
|
" * Copyright 2011-2016 Twitter, Inc.\n",
|
|
" * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n",
|
|
" */.btn-danger,.btn-default,.btn-info,.btn-primary,.btn-success,.btn-warning{text-shadow:0 -1px 0 rgba(0,0,0,.2);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 1px rgba(0,0,0,.075)}.btn-danger.active,.btn-danger:active,.btn-default.active,.btn-default:active,.btn-info.active,.btn-info:active,.btn-primary.active,.btn-primary:active,.btn-success.active,.btn-success:active,.btn-warning.active,.btn-warning:active{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-danger.disabled,.btn-danger[disabled],.btn-default.disabled,.btn-default[disabled],.btn-info.disabled,.btn-info[disabled],.btn-primary.disabled,.btn-primary[disabled],.btn-success.disabled,.btn-success[disabled],.btn-warning.disabled,.btn-warning[disabled],fieldset[disabled] .btn-danger,fieldset[disabled] .btn-default,fieldset[disabled] .btn-info,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-success,fieldset[disabled] .btn-warning{-webkit-box-shadow:none;box-shadow:none}.btn-danger .badge,.btn-default .badge,.btn-info .badge,.btn-primary .badge,.btn-success .badge,.btn-warning .badge{text-shadow:none}.btn.active,.btn:active{background-image:none}.btn-default{text-shadow:0 1px 0 #fff;background-image:-webkit-linear-gradient(top,#fff 0,#e0e0e0 100%);background-image:-o-linear-gradient(top,#fff 0,#e0e0e0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fff),to(#e0e0e0));background-image:linear-gradient(to bottom,#fff 0,#e0e0e0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffffffff', endColorstr='#ffe0e0e0', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#dbdbdb;border-color:#ccc}.btn-default:focus,.btn-default:hover{background-color:#e0e0e0;background-position:0 -15px}.btn-default.active,.btn-default:active{background-color:#e0e0e0;border-color:#dbdbdb}.btn-default.disabled,.btn-default.disabled.active,.btn-default.disabled.focus,.btn-default.disabled:active,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled],.btn-default[disabled].active,.btn-default[disabled].focus,.btn-default[disabled]:active,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default,fieldset[disabled] .btn-default.active,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:active,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#e0e0e0;background-image:none}.btn-primary{background-image:-webkit-linear-gradient(top,#337ab7 0,#265a88 100%);background-image:-o-linear-gradient(top,#337ab7 0,#265a88 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#265a88));background-image:linear-gradient(to bottom,#337ab7 0,#265a88 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff265a88', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#245580}.btn-primary:focus,.btn-primary:hover{background-color:#265a88;background-position:0 -15px}.btn-primary.active,.btn-primary:active{background-color:#265a88;border-color:#245580}.btn-primary.disabled,.btn-primary.disabled.active,.btn-primary.disabled.focus,.btn-primary.disabled:active,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled],.btn-primary[disabled].active,.btn-primary[disabled].focus,.btn-primary[disabled]:active,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-primary.active,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:active,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#265a88;background-image:none}.btn-success{background-image:-webkit-linear-gradient(top,#5cb85c 0,#419641 100%);background-image:-o-linear-gradient(top,#5cb85c 0,#419641 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5cb85c),to(#419641));background-image:linear-gradient(to bottom,#5cb85c 0,#419641 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5cb85c', endColorstr='#ff419641', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#3e8f3e}.btn-success:focus,.btn-success:hover{background-color:#419641;background-position:0 -15px}.btn-success.active,.btn-success:active{background-color:#419641;border-color:#3e8f3e}.btn-success.disabled,.btn-success.disabled.active,.btn-success.disabled.focus,.btn-success.disabled:active,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled],.btn-success[disabled].active,.btn-success[disabled].focus,.btn-success[disabled]:active,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success,fieldset[disabled] .btn-success.active,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:active,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#419641;background-image:none}.btn-info{background-image:-webkit-linear-gradient(top,#5bc0de 0,#2aabd2 100%);background-image:-o-linear-gradient(top,#5bc0de 0,#2aabd2 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5bc0de),to(#2aabd2));background-image:linear-gradient(to bottom,#5bc0de 0,#2aabd2 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5bc0de', endColorstr='#ff2aabd2', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#28a4c9}.btn-info:focus,.btn-info:hover{background-color:#2aabd2;background-position:0 -15px}.btn-info.active,.btn-info:active{background-color:#2aabd2;border-color:#28a4c9}.btn-info.disabled,.btn-info.disabled.active,.btn-info.disabled.focus,.btn-info.disabled:active,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled],.btn-info[disabled].active,.btn-info[disabled].focus,.btn-info[disabled]:active,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info,fieldset[disabled] .btn-info.active,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:active,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#2aabd2;background-image:none}.btn-warning{background-image:-webkit-linear-gradient(top,#f0ad4e 0,#eb9316 100%);background-image:-o-linear-gradient(top,#f0ad4e 0,#eb9316 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f0ad4e),to(#eb9316));background-image:linear-gradient(to bottom,#f0ad4e 0,#eb9316 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff0ad4e', endColorstr='#ffeb9316', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#e38d13}.btn-warning:focus,.btn-warning:hover{background-color:#eb9316;background-position:0 -15px}.btn-warning.active,.btn-warning:active{background-color:#eb9316;border-color:#e38d13}.btn-warning.disabled,.btn-warning.disabled.active,.btn-warning.disabled.focus,.btn-warning.disabled:active,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled],.btn-warning[disabled].active,.btn-warning[disabled].focus,.btn-warning[disabled]:active,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning,fieldset[disabled] .btn-warning.active,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:active,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#eb9316;background-image:none}.btn-danger{background-image:-webkit-linear-gradient(top,#d9534f 0,#c12e2a 100%);background-image:-o-linear-gradient(top,#d9534f 0,#c12e2a 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9534f),to(#c12e2a));background-image:linear-gradient(to bottom,#d9534f 0,#c12e2a 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffd9534f', endColorstr='#ffc12e2a', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#b92c28}.btn-danger:focus,.btn-danger:hover{background-color:#c12e2a;background-position:0 -15px}.btn-danger.active,.btn-danger:active{background-color:#c12e2a;border-color:#b92c28}.btn-danger.disabled,.btn-danger.disabled.active,.btn-danger.disabled.focus,.btn-danger.disabled:active,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled],.btn-danger[disabled].active,.btn-danger[disabled].focus,.btn-danger[disabled]:active,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger,fieldset[disabled] .btn-danger.active,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:active,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#c12e2a;background-image:none}.img-thumbnail,.thumbnail{-webkit-box-shadow:0 1px 2px rgba(0,0,0,.075);box-shadow:0 1px 2px rgba(0,0,0,.075)}.dropdown-menu>li>a:focus,.dropdown-menu>li>a:hover{background-color:#e8e8e8;background-image:-webkit-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-o-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f5f5f5),to(#e8e8e8));background-image:linear-gradient(to bottom,#f5f5f5 0,#e8e8e8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff5f5f5', endColorstr='#ffe8e8e8', GradientType=0);background-repeat:repeat-x}.dropdown-menu>.active>a,.dropdown-menu>.active>a:focus,.dropdown-menu>.active>a:hover{background-color:#2e6da4;background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff2e6da4', GradientType=0);background-repeat:repeat-x}.navbar-default{background-image:-webkit-linear-gradient(top,#fff 0,#f8f8f8 100%);background-image:-o-linear-gradient(top,#fff 0,#f8f8f8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fff),to(#f8f8f8));background-image:linear-gradient(to bottom,#fff 0,#f8f8f8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffffffff', endColorstr='#fff8f8f8', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-radius:4px;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 5px rgba(0,0,0,.075);box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 5px rgba(0,0,0,.075)}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.open>a{background-image:-webkit-linear-gradient(top,#dbdbdb 0,#e2e2e2 100%);background-image:-o-linear-gradient(top,#dbdbdb 0,#e2e2e2 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dbdbdb),to(#e2e2e2));background-image:linear-gradient(to bottom,#dbdbdb 0,#e2e2e2 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffdbdbdb', endColorstr='#ffe2e2e2', GradientType=0);background-repeat:repeat-x;-webkit-box-shadow:inset 0 3px 9px rgba(0,0,0,.075);box-shadow:inset 0 3px 9px rgba(0,0,0,.075)}.navbar-brand,.navbar-nav>li>a{text-shadow:0 1px 0 rgba(255,255,255,.25)}.navbar-inverse{background-image:-webkit-linear-gradient(top,#3c3c3c 0,#222 100%);background-image:-o-linear-gradient(top,#3c3c3c 0,#222 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#3c3c3c),to(#222));background-image:linear-gradient(to bottom,#3c3c3c 0,#222 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff3c3c3c', endColorstr='#ff222222', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-radius:4px}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.open>a{background-image:-webkit-linear-gradient(top,#080808 0,#0f0f0f 100%);background-image:-o-linear-gradient(top,#080808 0,#0f0f0f 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#080808),to(#0f0f0f));background-image:linear-gradient(to bottom,#080808 0,#0f0f0f 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff080808', endColorstr='#ff0f0f0f', GradientType=0);background-repeat:repeat-x;-webkit-box-shadow:inset 0 3px 9px rgba(0,0,0,.25);box-shadow:inset 0 3px 9px rgba(0,0,0,.25)}.navbar-inverse .navbar-brand,.navbar-inverse .navbar-nav>li>a{text-shadow:0 -1px 0 rgba(0,0,0,.25)}.navbar-fixed-bottom,.navbar-fixed-top,.navbar-static-top{border-radius:0}@media (max-width:767px){.navbar .navbar-nav .open .dropdown-menu>.active>a,.navbar .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar .navbar-nav .open .dropdown-menu>.active>a:hover{color:#fff;background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff2e6da4', GradientType=0);background-repeat:repeat-x}}.alert{text-shadow:0 1px 0 rgba(255,255,255,.2);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.25),0 1px 2px rgba(0,0,0,.05);box-shadow:inset 0 1px 0 rgba(255,255,255,.25),0 1px 2px rgba(0,0,0,.05)}.alert-success{background-image:-webkit-linear-gradient(top,#dff0d8 0,#c8e5bc 100%);background-image:-o-linear-gradient(top,#dff0d8 0,#c8e5bc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dff0d8),to(#c8e5bc));background-image:linear-gradient(to bottom,#dff0d8 0,#c8e5bc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffdff0d8', endColorstr='#ffc8e5bc', GradientType=0);background-repeat:repeat-x;border-color:#b2dba1}.alert-info{background-image:-webkit-linear-gradient(top,#d9edf7 0,#b9def0 100%);background-image:-o-linear-gradient(top,#d9edf7 0,#b9def0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9edf7),to(#b9def0));background-image:linear-gradient(to bottom,#d9edf7 0,#b9def0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffd9edf7', endColorstr='#ffb9def0', GradientType=0);background-repeat:repeat-x;border-color:#9acfea}.alert-warning{background-image:-webkit-linear-gradient(top,#fcf8e3 0,#f8efc0 100%);background-image:-o-linear-gradient(top,#fcf8e3 0,#f8efc0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fcf8e3),to(#f8efc0));background-image:linear-gradient(to bottom,#fcf8e3 0,#f8efc0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fffcf8e3', endColorstr='#fff8efc0', GradientType=0);background-repeat:repeat-x;border-color:#f5e79e}.alert-danger{background-image:-webkit-linear-gradient(top,#f2dede 0,#e7c3c3 100%);background-image:-o-linear-gradient(top,#f2dede 0,#e7c3c3 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f2dede),to(#e7c3c3));background-image:linear-gradient(to bottom,#f2dede 0,#e7c3c3 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff2dede', endColorstr='#ffe7c3c3', GradientType=0);background-repeat:repeat-x;border-color:#dca7a7}.progress{background-image:-webkit-linear-gradient(top,#ebebeb 0,#f5f5f5 100%);background-image:-o-linear-gradient(top,#ebebeb 0,#f5f5f5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#ebebeb),to(#f5f5f5));background-image:linear-gradient(to bottom,#ebebeb 0,#f5f5f5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffebebeb', endColorstr='#fff5f5f5', GradientType=0);background-repeat:repeat-x}.progress-bar{background-image:-webkit-linear-gradient(top,#337ab7 0,#286090 100%);background-image:-o-linear-gradient(top,#337ab7 0,#286090 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#286090));background-image:linear-gradient(to bottom,#337ab7 0,#286090 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff286090', GradientType=0);background-repeat:repeat-x}.progress-bar-success{background-image:-webkit-linear-gradient(top,#5cb85c 0,#449d44 100%);background-image:-o-linear-gradient(top,#5cb85c 0,#449d44 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5cb85c),to(#449d44));background-image:linear-gradient(to bottom,#5cb85c 0,#449d44 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5cb85c', endColorstr='#ff449d44', GradientType=0);background-repeat:repeat-x}.progress-bar-info{background-image:-webkit-linear-gradient(top,#5bc0de 0,#31b0d5 100%);background-image:-o-linear-gradient(top,#5bc0de 0,#31b0d5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5bc0de),to(#31b0d5));background-image:linear-gradient(to bottom,#5bc0de 0,#31b0d5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5bc0de', endColorstr='#ff31b0d5', GradientType=0);background-repeat:repeat-x}.progress-bar-warning{background-image:-webkit-linear-gradient(top,#f0ad4e 0,#ec971f 100%);background-image:-o-linear-gradient(top,#f0ad4e 0,#ec971f 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f0ad4e),to(#ec971f));background-image:linear-gradient(to bottom,#f0ad4e 0,#ec971f 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff0ad4e', endColorstr='#ffec971f', GradientType=0);background-repeat:repeat-x}.progress-bar-danger{background-image:-webkit-linear-gradient(top,#d9534f 0,#c9302c 100%);background-image:-o-linear-gradient(top,#d9534f 0,#c9302c 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9534f),to(#c9302c));background-image:linear-gradient(to bottom,#d9534f 0,#c9302c 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffd9534f', endColorstr='#ffc9302c', GradientType=0);background-repeat:repeat-x}.progress-bar-striped{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.list-group{border-radius:4px;-webkit-box-shadow:0 1px 2px rgba(0,0,0,.075);box-shadow:0 1px 2px rgba(0,0,0,.075)}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{text-shadow:0 -1px 0 #286090;background-image:-webkit-linear-gradient(top,#337ab7 0,#2b669a 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2b669a 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2b669a));background-image:linear-gradient(to bottom,#337ab7 0,#2b669a 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff2b669a', GradientType=0);background-repeat:repeat-x;border-color:#2b669a}.list-group-item.active .badge,.list-group-item.active:focus .badge,.list-group-item.active:hover .badge{text-shadow:none}.panel{-webkit-box-shadow:0 1px 2px rgba(0,0,0,.05);box-shadow:0 1px 2px rgba(0,0,0,.05)}.panel-default>.panel-heading{background-image:-webkit-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-o-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f5f5f5),to(#e8e8e8));background-image:linear-gradient(to bottom,#f5f5f5 0,#e8e8e8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff5f5f5', endColorstr='#ffe8e8e8', GradientType=0);background-repeat:repeat-x}.panel-primary>.panel-heading{background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff2e6da4', GradientType=0);background-repeat:repeat-x}.panel-success>.panel-heading{background-image:-webkit-linear-gradient(top,#dff0d8 0,#d0e9c6 100%);background-image:-o-linear-gradient(top,#dff0d8 0,#d0e9c6 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dff0d8),to(#d0e9c6));background-image:linear-gradient(to bottom,#dff0d8 0,#d0e9c6 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffdff0d8', endColorstr='#ffd0e9c6', GradientType=0);background-repeat:repeat-x}.panel-info>.panel-heading{background-image:-webkit-linear-gradient(top,#d9edf7 0,#c4e3f3 100%);background-image:-o-linear-gradient(top,#d9edf7 0,#c4e3f3 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9edf7),to(#c4e3f3));background-image:linear-gradient(to bottom,#d9edf7 0,#c4e3f3 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffd9edf7', endColorstr='#ffc4e3f3', GradientType=0);background-repeat:repeat-x}.panel-warning>.panel-heading{background-image:-webkit-linear-gradient(top,#fcf8e3 0,#faf2cc 100%);background-image:-o-linear-gradient(top,#fcf8e3 0,#faf2cc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fcf8e3),to(#faf2cc));background-image:linear-gradient(to bottom,#fcf8e3 0,#faf2cc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fffcf8e3', endColorstr='#fffaf2cc', GradientType=0);background-repeat:repeat-x}.panel-danger>.panel-heading{background-image:-webkit-linear-gradient(top,#f2dede 0,#ebcccc 100%);background-image:-o-linear-gradient(top,#f2dede 0,#ebcccc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f2dede),to(#ebcccc));background-image:linear-gradient(to bottom,#f2dede 0,#ebcccc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff2dede', endColorstr='#ffebcccc', GradientType=0);background-repeat:repeat-x}.well{background-image:-webkit-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-o-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#e8e8e8),to(#f5f5f5));background-image:linear-gradient(to bottom,#e8e8e8 0,#f5f5f5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffe8e8e8', endColorstr='#fff5f5f5', GradientType=0);background-repeat:repeat-x;border-color:#dcdcdc;-webkit-box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1)}\n",
|
|
"/*# sourceMappingURL=bootstrap-theme.min.css.map */ </style><style>body {\n",
|
|
" padding-top: 80px;\n",
|
|
"}\n",
|
|
".content .container-fluid{\n",
|
|
" margin-left: 20px !important;\n",
|
|
" margin-right: 20px !important;\n",
|
|
" margin-bottom: 20px;\n",
|
|
"}\n",
|
|
"\n",
|
|
".page-header{\n",
|
|
" border:0 !important;\n",
|
|
"}\n",
|
|
"\n",
|
|
".row.variable, .section-items > .row {\n",
|
|
" border: 1px solid #e1e1e8;\n",
|
|
" border-top: hidden;\n",
|
|
"}\n",
|
|
"\n",
|
|
".row.spacing {\n",
|
|
" padding: 2em 1em;\n",
|
|
"}\n",
|
|
"\n",
|
|
".row.header {\n",
|
|
" border-bottom: 1px solid #e1e1e8;\n",
|
|
" /*background-color: #f5f5f5;*/\n",
|
|
" padding-left: 2em;\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
".dl-horizontal dt {\n",
|
|
" text-align: left;\n",
|
|
" padding-right: 1em;\n",
|
|
" white-space: normal;\n",
|
|
"}\n",
|
|
"\n",
|
|
".dl-horizontal dd {\n",
|
|
" margin-left: 0;\n",
|
|
"}\n",
|
|
"\n",
|
|
".col-md-12 {\n",
|
|
" padding-left: 2em;\n",
|
|
"}\n",
|
|
"\n",
|
|
".indent {\n",
|
|
" margin-left: 1em;\n",
|
|
"}\n",
|
|
"\n",
|
|
".center-img {\n",
|
|
" margin-left: auto !important;\n",
|
|
" margin-right: auto !important;\n",
|
|
" display: block;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* Table example_values */\n",
|
|
"table.example_values {\n",
|
|
" border: 0;\n",
|
|
"}\n",
|
|
"\n",
|
|
".example_values th {\n",
|
|
" border: 0;\n",
|
|
" padding: 0;\n",
|
|
" color: #555;\n",
|
|
" font-weight: 600;\n",
|
|
"}\n",
|
|
"\n",
|
|
".example_values tr, .example_values td {\n",
|
|
" border: 0;\n",
|
|
" padding: 0;\n",
|
|
" color: #555;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.correlation-table {\n",
|
|
" width: 98% /* To avoid an unnecessary overflow. */\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* STATS */\n",
|
|
"table.stats, table.sample, table.duplicate, table.correlation-table{\n",
|
|
" border: 0;\n",
|
|
"}\n",
|
|
"\n",
|
|
".stats tr, .sample tr, .duplicate tr, .correlation-table tr {\n",
|
|
" border: 0;\n",
|
|
"}\n",
|
|
"\n",
|
|
".stats th, .stats td{\n",
|
|
" color: #555;\n",
|
|
" border: 0;\n",
|
|
"}\n",
|
|
"\n",
|
|
".stats th {\n",
|
|
" padding: 0 2em 0 0;\n",
|
|
" font-weight: 600;\n",
|
|
"}\n",
|
|
"\n",
|
|
".stats td {\n",
|
|
" padding: 1px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
"/* Sample table */\n",
|
|
"table.sample, table.duplicate, table.correlation-table {\n",
|
|
" margin-bottom: 2em;\n",
|
|
" margin-left: 1em;\n",
|
|
"}\n",
|
|
"\n",
|
|
".sample td, .sample th, .duplicate td, .duplicate th, .correlation-table td, .correlation-table th {\n",
|
|
" padding: 0.5em;\n",
|
|
" white-space: nowrap;\n",
|
|
" border: 0;\n",
|
|
"\n",
|
|
"}\n",
|
|
"\n",
|
|
".sample thead, .duplicate thead, .correlation-table thead {\n",
|
|
" border-top: 0;\n",
|
|
" border-bottom: 2px solid #ddd;\n",
|
|
"}\n",
|
|
"\n",
|
|
".sample td, .duplicate td {\n",
|
|
" width: 100%;\n",
|
|
"} \n",
|
|
"\n",
|
|
"/* There is no good solution available to make the divs equal height and then center ... */\n",
|
|
".histogram {\n",
|
|
" margin-top: 3em;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* Freq table */\n",
|
|
"table.freq {\n",
|
|
" margin-bottom: 2em;\n",
|
|
" border: 0;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.freq th, table.freq tr, table.freq td {\n",
|
|
" border: 0;\n",
|
|
" padding: 0;\n",
|
|
"}\n",
|
|
"\n",
|
|
".freq thead {\n",
|
|
" font-weight: 600;\n",
|
|
" white-space: nowrap;\n",
|
|
" overflow: hidden;\n",
|
|
" text-overflow: ellipsis;\n",
|
|
"\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* Freq mini */\n",
|
|
".freq.mini td {\n",
|
|
" width: 50%;\n",
|
|
" padding: 1px;\n",
|
|
" font-size: 12px;\n",
|
|
"\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.freq.mini {\n",
|
|
" width: 100%;\n",
|
|
"}\n",
|
|
"\n",
|
|
".freq.mini th {\n",
|
|
" overflow: hidden;\n",
|
|
" text-overflow: ellipsis;\n",
|
|
" white-space: nowrap;\n",
|
|
" max-width: 5em;\n",
|
|
" font-weight: 400;\n",
|
|
" text-align: right;\n",
|
|
" padding-right: 0.5em;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* Message classes */\n",
|
|
".missing {\n",
|
|
" color: #a94442;\n",
|
|
"}\n",
|
|
"\n",
|
|
".alert, .alert > th, .alert > td {\n",
|
|
" color: #a94442;\n",
|
|
"}\n",
|
|
"\n",
|
|
".ignore {\n",
|
|
" opacity: 0.4;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* Bars in tables */\n",
|
|
".freq.table{\n",
|
|
" table-layout: fixed;\n",
|
|
"}\n",
|
|
"\n",
|
|
".freq:not(.mini) tr td:nth-child(1), .freq:not(.mini) tr th:nth-child(1){\n",
|
|
" width: auto;\n",
|
|
" max-width: none;\n",
|
|
"\n",
|
|
" white-space: nowrap;\n",
|
|
" overflow: hidden;\n",
|
|
" text-overflow: ellipsis;\n",
|
|
"}\n",
|
|
"\n",
|
|
".freq:not(.mini) tr td:nth-child(2), .freq:not(.mini) tr td:nth-child(3), .freq:not(.mini) tr th:nth-child(2), .freq:not(.mini) tr th:nth-child(3){\n",
|
|
" width: 100px;\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
".freq:not(.mini) tr td:nth-child(4), .freq:not(.mini) tr th:nth-child(4){\n",
|
|
" width:200px;\n",
|
|
"}\n",
|
|
"\n",
|
|
".freq .bar {\n",
|
|
" float: left;\n",
|
|
" width: 0;\n",
|
|
" height: 100%;\n",
|
|
" line-height: 20px;\n",
|
|
" color: #fff;\n",
|
|
" text-align: center;\n",
|
|
" border-radius: 3px;\n",
|
|
" margin-right: 4px;\n",
|
|
"}\n",
|
|
"\n",
|
|
".other .bar {\n",
|
|
" background-color: #999;\n",
|
|
"}\n",
|
|
"\n",
|
|
".missing .bar {\n",
|
|
" background-color: #a94442;\n",
|
|
"}\n",
|
|
"\n",
|
|
".tooltip-inner {\n",
|
|
" width: 100%;\n",
|
|
" white-space: nowrap;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
".extrapadding {\n",
|
|
" padding: 2em;\n",
|
|
"}\n",
|
|
"\n",
|
|
".variable .h4 {\n",
|
|
" text-overflow: ellipsis;\n",
|
|
" display:inline-block;\n",
|
|
" width: calc(90%); /* The trick is here! */\n",
|
|
" overflow:hidden;\n",
|
|
"}\n",
|
|
"\n",
|
|
".variable.ignore .h4{\n",
|
|
" text-decoration: line-through;\n",
|
|
"}\n",
|
|
"\n",
|
|
".table-responsive{\n",
|
|
" overflow: scroll;\n",
|
|
" width: 100%;\n",
|
|
" overflow-y: hidden;\n",
|
|
"}\n",
|
|
".img-responsive{\n",
|
|
" max-width: 99%;\n",
|
|
" min-width: 99%;\n",
|
|
"}\n",
|
|
".footer-text{\n",
|
|
" padding:20px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.list-warnings td{\n",
|
|
" padding-right:10px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"a.anchor-pos {\n",
|
|
" display: block;\n",
|
|
" position: relative;\n",
|
|
" top: -70px;\n",
|
|
" visibility: hidden;\n",
|
|
"}\n",
|
|
"\n",
|
|
"a.anchor-pos-variable{\n",
|
|
" /*top: -70px;*/\n",
|
|
"}\n",
|
|
"\n",
|
|
"#sample-container, #duplicate-container {\n",
|
|
" overflow: auto;\n",
|
|
" width: 100%;\n",
|
|
" overflow-y: hidden;\n",
|
|
"}\n",
|
|
"\n",
|
|
"#correlation-table-container {\n",
|
|
" max-height: 400px;\n",
|
|
" overflow: auto;\n",
|
|
"}\n",
|
|
"\n",
|
|
"#overview-content td, #overview-content th{\n",
|
|
" border-top: 0;\n",
|
|
" line-height: 1;\n",
|
|
"}\n",
|
|
"\n",
|
|
".variable-description{\n",
|
|
" color: #777;\n",
|
|
" font-size: 10pt;\n",
|
|
" margin-top: 10px;\n",
|
|
" font-style: italic;\n",
|
|
"}\n",
|
|
"\n",
|
|
"select.multiple{\n",
|
|
" width: 180px;\n",
|
|
" height: 500px;\n",
|
|
" margin: 10px 0;\n",
|
|
"}\n",
|
|
"\n",
|
|
".named-list-item{\n",
|
|
" padding: 1em;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* not printing tabs */\n",
|
|
"@media print {\n",
|
|
" .tab-content > .tab-pane, .collapse {\n",
|
|
" display: block !important;\n",
|
|
" opacity: 1 !important;\n",
|
|
" visibility: visible !important;\n",
|
|
" /*page-break-after: always;*/\n",
|
|
" page-break-after: right;\n",
|
|
" page-break-before: avoid;\n",
|
|
" }\n",
|
|
"\n",
|
|
" .nav-pills, .nav-tabs, button[data-toggle="collapse"], .mini, .col-sm-3 img {\n",
|
|
" display:none !important;\n",
|
|
" }\n",
|
|
"\n",
|
|
" a[download="config.yml"]:after {\n",
|
|
" content: none !important;\n",
|
|
" }\n",
|
|
"\n",
|
|
" .row {\n",
|
|
" border: 0 !important;\n",
|
|
" }\n",
|
|
"}\n",
|
|
"\n",
|
|
".text-placeholder {\n",
|
|
" display: inline-block;\n",
|
|
" background-color: #444;\n",
|
|
" height: 12px;\n",
|
|
" border-radius: 100px;\n",
|
|
" margin: 5px 0;\n",
|
|
" min-width: 200px;\n",
|
|
" opacity: .1;\n",
|
|
"}\n",
|
|
"\n",
|
|
" .freq.table-0 .bar {\n",
|
|
" background-color: #377eb8;\n",
|
|
" }\n",
|
|
" .freq.table-1 .bar {\n",
|
|
" background-color: #e41a1c;\n",
|
|
" }\n",
|
|
"</style></head><body><a class=anchor-pos id=top></a><nav class="navbar navbar-default navbar-fixed-top"><div class=container-fluid><div class=navbar-header><button type=button class="navbar-toggle collapsed" data-toggle=collapse data-target=#navbar aria-expanded=false aria-controls=navbar><span class=sr-only>Toggle navigation</span><span class=icon-bar></span><span class=icon-bar></span><span class=icon-bar></span></button><a class="navbar-brand anchor" href=#top>Profiling Report</a></div><div id=navbar class="navbar-collapse collapse"><ul class="nav navbar-nav navbar-right"><li><a href=#overview>Overview</a></li><li><a href=#variables-dropdown>Variables</a></li><li><a href=#interactions>Interactions</a></li><li><a href=#missing>Missing values</a></li><li><a href=#sample>Sample</a></li></ul></div></div></nav><div class=content><div class=container><div class="row header"><a class=anchor-pos id=overview></a><h1 class=page-header>Overview</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-pills" role=tablist><li role=presentation class=active><a href=#overview-dataset_overview aria-controls=overview-dataset_overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#overview-alerts aria-controls=overview-alerts role=tab data-toggle=tab>Alerts <span class=badge>7</span></a></li><li role=presentation><a href=#overview-reproduction aria-controls=overview-reproduction role=tab data-toggle=tab>Reproduction</a></li></ul><div class=tab-content style="padding-top: 10px;"><div role=tabpanel class="tab-pane col-sm-12 active" id=overview-dataset_overview><div class=col-sm-6><p class=h4>Dataset statistics</p><table class="table table-condensed stats"><tbody><tr><th>Number of variables</th><td style="white-space:pre white-space:nowrap">24</td></tr><tr><th>Number of observations</th><td style="white-space:pre white-space:nowrap">1287</td></tr><tr><th>Missing cells</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing cells (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Duplicate rows</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Duplicate rows (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Total size in memory</th><td style="white-space:pre white-space:nowrap">215.0 KiB</td></tr><tr><th>Average record size in memory</th><td style="white-space:pre white-space:nowrap">171.1 B</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Variable types</p><table class="table table-condensed stats"><tbody><tr><th>Numeric</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Categorical</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Text</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr><th>Unsupported</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-alerts><div class=col-sm-12><table class="table table-condensed list-warnings"><p class=h4>Alerts</p><tr style=border-top:0><td><a href=#pp_var_-5870107728242281638><code>salutation</code></a> is highly imbalanced (57.7%)</td><td><span class="label label-primary">Imbalance</span></td></tr><tr><td><a href=#pp_var_4122088763120328302><code>state2</code></a> is highly imbalanced (79.1%)</td><td><span class="label label-primary">Imbalance</span></td></tr><tr><td><a href=#pp_var_-8970521300448703274><code>id</code></a> has unique values</td><td><span class="label label-primary">Unique</span></td></tr><tr><td><a href=#pp_var_-821979917906083985><code>fare</code></a> is an unsupported type, check if it needs cleaning or further analysis</td><td><span class="label label-warning">Unsupported</span></td></tr><tr><td><a href=#pp_var_2192870353992049412><code>age</code></a> has 263 (20.4%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_2652011105928627231><code>sibsp</code></a> has 869 (67.5%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_7829218258275558086><code>parch</code></a> has 982 (76.3%) zeros</td><td><span class="label label-info">Zeros</span></td></tr></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-reproduction><div class=col-sm-12><p class=h4>Reproduction</p><table class="table table-condensed stats"><tbody><tr><th>Analysis started</th><td style="white-space:pre white-space:nowrap">2024-04-22 19:44:14.833221</td></tr><tr><th>Analysis finished</th><td style="white-space:pre white-space:nowrap">2024-04-22 19:44:16.956191</td></tr><tr><th>Duration</th><td style="white-space:pre white-space:nowrap">2.12 seconds</td></tr><tr><th>Software version</th><td style="white-space:pre white-space:nowrap"><a href=https://github.com/ydataai/ydata-profiling>ydata-profiling vv4.7.0</a></td></tr><tr><th>Download configuration</th><td style="white-space:pre white-space:nowrap"><a download=config.json href="data:text/plain;charset=utf-8,%7B%22title%22%3A%20%22Profiling%20Report%22%2C%20%22dataset%22%3A%20%7B%22description%22%3A%20%22%22%2C%20%22creator%22%3A%20%22%22%2C%20%22author%22%3A%20%22%22%2C%20%22copyright_holder%22%3A%20%22%22%2C%20%22copyright_year%22%3A%20%22%22%2C%20%22url%22%3A%20%22%22%7D%2C%20%22variables%22%3A%20%7B%22descriptions%22%3A%20%7B%7D%7D%2C%20%22infer_dtypes%22%3A%20true%2C%20%22show_variable_description%22%3A%20true%2C%20%22pool_size%22%3A%200%2C%20%22progress_bar%22%3A%20true%2C%20%22vars%22%3A%20%7B%22num%22%3A%20%7B%22quantiles%22%3A%20%5B0.05%2C%200.25%2C%200.5%2C%200.75%2C%200.95%5D%2C%20%22skewness_threshold%22%3A%2020%2C%20%22low_categorical_threshold%22%3A%205%2C%20%22chi_squared_threshold%22%3A%200.999%7D%2C%20%22text%22%3A%20%7B%22length%22%3A%20true%2C%20%22words%22%3A%20true%2C%20%22characters%22%3A%20true%2C%20%22redact%22%3A%20false%7D%2C%20%22cat%22%3A%20%7B%22length%22%3A%20true%2C%20%22characters%22%3A%20true%2C%20%22words%22%3A%20true%2C%20%22cardinality_threshold%22%3A%2050%2C%20%22percentage_cat_threshold%22%3A%200.5%2C%20%22imbalance_threshold%22%3A%200.5%2C%20%22n_obs%22%3A%205%2C%20%22chi_squared_threshold%22%3A%200.999%2C%20%22coerce_str_to_date%22%3A%20false%2C%20%22redact%22%3A%20false%2C%20%22histogram_largest%22%3A%2050%2C%20%22stop_words%22%3A%20%5B%5D%7D%2C%20%22image%22%3A%20%7B%22active%22%3A%20false%2C%20%22exif%22%3A%20true%2C%20%22hash%22%3A%20true%7D%2C%20%22bool%22%3A%20%7B%22n_obs%22%3A%203%2C%20%22imbalance_threshold%22%3A%200.5%2C%20%22mappings%22%3A%20%7B%22t%22%3A%20true%2C%20%22f%22%3A%20false%2C%20%22yes%22%3A%20true%2C%20%22no%22%3A%20false%2C%20%22y%22%3A%20true%2C%20%22n%22%3A%20false%2C%20%22true%22%3A%20true%2C%20%22false%22%3A%20false%7D%7D%2C%20%22path%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22file%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22url%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22timeseries%22%3A%20%7B%22active%22%3A%20false%2C%20%22sortby%22%3A%20null%2C%20%22autocorrelation%22%3A%200.7%2C%20%22lags%22%3A%20%5B1%2C%207%2C%2012%2C%2024%2C%2030%5D%2C%20%22significance%22%3A%200.05%2C%20%22pacf_acf_lag%22%3A%20100%7D%7D%2C%20%22sort%22%3A%20null%2C%20%22missing_diagrams%22%3A%20%7B%22bar%22%3A%20true%2C%20%22matrix%22%3A%20true%2C%20%22heatmap%22%3A%20true%7D%2C%20%22correlation_table%22%3A%20true%2C%20%22correlations%22%3A%20%7B%22auto%22%3A%20%7B%22key%22%3A%20%22auto%22%2C%20%22calculate%22%3A%20true%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%2C%20%22n_bins%22%3A%2010%7D%2C%20%22spearman%22%3A%20%7B%22key%22%3A%20%22spearman%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%2C%20%22n_bins%22%3A%2010%7D%2C%20%22pearson%22%3A%20%7B%22key%22%3A%20%22pearson%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%2C%20%22n_bins%22%3A%2010%7D%2C%20%22phi_k%22%3A%20%7B%22key%22%3A%20%22phi_k%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%2C%20%22n_bins%22%3A%2010%7D%2C%20%22cramers%22%3A%20%7B%22key%22%3A%20%22cramers%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%2C%20%22n_bins%22%3A%2010%7D%2C%20%22kendall%22%3A%20%7B%22key%22%3A%20%22kendall%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%2C%20%22n_bins%22%3A%2010%7D%7D%2C%20%22interactions%22%3A%20%7B%22continuous%22%3A%20true%2C%20%22targets%22%3A%20%5B%5D%7D%2C%20%22categorical_maximum_correlation_distinct%22%3A%20100%2C%20%22memory_deep%22%3A%20false%2C%20%22plot%22%3A%20%7B%22missing%22%3A%20%7B%22force_labels%22%3A%20true%2C%20%22cmap%22%3A%20%22RdBu%22%7D%2C%20%22image_format%22%3A%20%22svg%22%2C%20%22correlation%22%3A%20%7B%22cmap%22%3A%20%22RdBu%22%2C%20%22bad%22%3A%20%22%23000000%22%7D%2C%20%22dpi%22%3A%20800%2C%20%22histogram%22%3A%20%7B%22bins%22%3A%2050%2C%20%22max_bins%22%3A%20250%2C%20%22x_axis_labels%22%3A%20true%2C%20%22density%22%3A%20false%7D%2C%20%22scatter_threshold%22%3A%201000%2C%20%22cat_freq%22%3A%20%7B%22show%22%3A%20true%2C%20%22type%22%3A%20%22bar%22%2C%20%22max_unique%22%3A%2010%2C%20%22colors%22%3A%20null%7D%7D%2C%20%22duplicates%22%3A%20%7B%22head%22%3A%2010%2C%20%22key%22%3A%20%22%23%20duplicates%22%7D%2C%20%22samples%22%3A%20%7B%22head%22%3A%2010%2C%20%22tail%22%3A%2010%2C%20%22random%22%3A%200%7D%2C%20%22reject_variables%22%3A%20true%2C%20%22n_obs_unique%22%3A%2010%2C%20%22n_freq_table_max%22%3A%2010%2C%20%22n_extreme_obs%22%3A%2010%2C%20%22report%22%3A%20%7B%22precision%22%3A%208%7D%2C%20%22html%22%3A%20%7B%22style%22%3A%20%7B%22primary_colors%22%3A%20%5B%22%23377eb8%22%2C%20%22%23e41a1c%22%2C%20%22%234daf4a%22%5D%2C%20%22logo%22%3A%20%22%22%2C%20%22theme%22%3A%20null%7D%2C%20%22navbar_show%22%3A%20true%2C%20%22minify_html%22%3A%20true%2C%20%22use_local_assets%22%3A%20true%2C%20%22inline%22%3A%20true%2C%20%22assets_prefix%22%3A%20null%2C%20%22assets_path%22%3A%20null%2C%20%22full_width%22%3A%20false%7D%2C%20%22notebook%22%3A%20%7B%22iframe%22%3A%20%7B%22height%22%3A%20%22800px%22%2C%20%22width%22%3A%20%22100%25%22%2C%20%22attribute%22%3A%20%22srcdoc%22%7D%7D%7D">config.json</a></td></tr></tbody></table></div></div></div></div></div><div class="row header"><a class=anchor-pos id=variables-dropdown></a><h1 class=page-header>Variables</h1></div><div class=section-items><div class="row spacing"><select name=Variables id=variables-dropdown class=dropdown-toggle><option value>Select Columns</option><option value=id>id</option><option value=pclass>pclass</option><option value=survived>survived</option><option value=first_name>first_name</option><option value=salutation>salutation</option><option value=last_name>last_name</option><option value=sex>sex</option><option value=age>age</option><option value=sibsp>sibsp</option><option value=parch>parch</option><option value=ticket>ticket</option><option value=fare>fare</option><option value=cabin>cabin</option><option value=embarked>embarked</option><option value=boat>boat</option><option value=body>body</option><option value=city1>city1</option><option value=state1>state1</option><option value=city2>city2</option><option value=state2>state2</option><option value=pclass_category>pclass_category</option><option value=pclass_category_encoded>pclass_category_encoded</option><option value=sex_encoded>sex_encoded</option><option value=embarked_encoded>embarked_encoded</option></select></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-8970521300448703274></a><div class=variable><div class=col-sm-12><p class=h4 title=id><a href=#pp_var_-8970521300448703274>id</a><br><small>Real number (&Ropf;)</small></p><p><code>UNIQUE</code>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr class=alert><th>Distinct</th><td style="white-space:pre white-space:nowrap">1287</td></tr><tr class=alert><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">100.0%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">656.5641</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">1309</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.012960</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 162 \n",
|
|
"L 216 162 \n",
|
|
"L 216 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 10.8 121.353558 \n",
|
|
"L 205.2 121.353558 \n",
|
|
"L 205.2 10.8 \n",
|
|
"L 10.8 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(19.262603 139.751057) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(49.441577 146.949404) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-35 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(83.219726 146.949404) rotate(-45) scale(0.08 -0.08)"><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(116.997874 146.949404) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-35 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(148.976436 150.548578) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(182.754585 150.548578) rotate(-45) scale(0.08 -0.08)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-35 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g></g><g id=patch_3><path d="M 19.636364 121.353558 \n",
|
|
"L 23.170909 121.353558 \n",
|
|
"L 23.170909 16.064455 \n",
|
|
"L 19.636364 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 23.170909 121.353558 \n",
|
|
"L 26.705455 121.353558 \n",
|
|
"L 26.705455 19.964052 \n",
|
|
"L 23.170909 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 26.705455 121.353558 \n",
|
|
"L 30.24 121.353558 \n",
|
|
"L 30.24 19.964052 \n",
|
|
"L 26.705455 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 30.24 121.353558 \n",
|
|
"L 33.774545 121.353558 \n",
|
|
"L 33.774545 19.964052 \n",
|
|
"L 30.24 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 33.774545 121.353558 \n",
|
|
"L 37.309091 121.353558 \n",
|
|
"L 37.309091 19.964052 \n",
|
|
"L 33.774545 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 37.309091 121.353558 \n",
|
|
"L 40.843636 121.353558 \n",
|
|
"L 40.843636 19.964052 \n",
|
|
"L 37.309091 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 40.843636 121.353558 \n",
|
|
"L 44.378182 121.353558 \n",
|
|
"L 44.378182 16.064455 \n",
|
|
"L 40.843636 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 44.378182 121.353558 \n",
|
|
"L 47.912727 121.353558 \n",
|
|
"L 47.912727 19.964052 \n",
|
|
"L 44.378182 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 47.912727 121.353558 \n",
|
|
"L 51.447273 121.353558 \n",
|
|
"L 51.447273 19.964052 \n",
|
|
"L 47.912727 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_12><path d="M 51.447273 121.353558 \n",
|
|
"L 54.981818 121.353558 \n",
|
|
"L 54.981818 19.964052 \n",
|
|
"L 51.447273 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_13><path d="M 54.981818 121.353558 \n",
|
|
"L 58.516364 121.353558 \n",
|
|
"L 58.516364 19.964052 \n",
|
|
"L 54.981818 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_14><path d="M 58.516364 121.353558 \n",
|
|
"L 62.050909 121.353558 \n",
|
|
"L 62.050909 19.964052 \n",
|
|
"L 58.516364 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_15><path d="M 62.050909 121.353558 \n",
|
|
"L 65.585455 121.353558 \n",
|
|
"L 65.585455 16.064455 \n",
|
|
"L 62.050909 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_16><path d="M 65.585455 121.353558 \n",
|
|
"L 69.12 121.353558 \n",
|
|
"L 69.12 19.964052 \n",
|
|
"L 65.585455 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_17><path d="M 69.12 121.353558 \n",
|
|
"L 72.654545 121.353558 \n",
|
|
"L 72.654545 19.964052 \n",
|
|
"L 69.12 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_18><path d="M 72.654545 121.353558 \n",
|
|
"L 76.189091 121.353558 \n",
|
|
"L 76.189091 19.964052 \n",
|
|
"L 72.654545 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_19><path d="M 76.189091 121.353558 \n",
|
|
"L 79.723636 121.353558 \n",
|
|
"L 79.723636 19.964052 \n",
|
|
"L 76.189091 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_20><path d="M 79.723636 121.353558 \n",
|
|
"L 83.258182 121.353558 \n",
|
|
"L 83.258182 19.964052 \n",
|
|
"L 79.723636 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_21><path d="M 83.258182 121.353558 \n",
|
|
"L 86.792727 121.353558 \n",
|
|
"L 86.792727 16.064455 \n",
|
|
"L 83.258182 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_22><path d="M 86.792727 121.353558 \n",
|
|
"L 90.327273 121.353558 \n",
|
|
"L 90.327273 19.964052 \n",
|
|
"L 86.792727 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_23><path d="M 90.327273 121.353558 \n",
|
|
"L 93.861818 121.353558 \n",
|
|
"L 93.861818 19.964052 \n",
|
|
"L 90.327273 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_24><path d="M 93.861818 121.353558 \n",
|
|
"L 97.396364 121.353558 \n",
|
|
"L 97.396364 105.755173 \n",
|
|
"L 93.861818 105.755173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_25><path d="M 97.396364 121.353558 \n",
|
|
"L 100.930909 121.353558 \n",
|
|
"L 100.930909 19.964052 \n",
|
|
"L 97.396364 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_26><path d="M 100.930909 121.353558 \n",
|
|
"L 104.465455 121.353558 \n",
|
|
"L 104.465455 19.964052 \n",
|
|
"L 100.930909 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_27><path d="M 104.465455 121.353558 \n",
|
|
"L 108 121.353558 \n",
|
|
"L 108 19.964052 \n",
|
|
"L 104.465455 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_28><path d="M 108 121.353558 \n",
|
|
"L 111.534545 121.353558 \n",
|
|
"L 111.534545 16.064455 \n",
|
|
"L 108 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_29><path d="M 111.534545 121.353558 \n",
|
|
"L 115.069091 121.353558 \n",
|
|
"L 115.069091 19.964052 \n",
|
|
"L 111.534545 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_30><path d="M 115.069091 121.353558 \n",
|
|
"L 118.603636 121.353558 \n",
|
|
"L 118.603636 19.964052 \n",
|
|
"L 115.069091 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_31><path d="M 118.603636 121.353558 \n",
|
|
"L 122.138182 121.353558 \n",
|
|
"L 122.138182 19.964052 \n",
|
|
"L 118.603636 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_32><path d="M 122.138182 121.353558 \n",
|
|
"L 125.672727 121.353558 \n",
|
|
"L 125.672727 19.964052 \n",
|
|
"L 122.138182 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_33><path d="M 125.672727 121.353558 \n",
|
|
"L 129.207273 121.353558 \n",
|
|
"L 129.207273 19.964052 \n",
|
|
"L 125.672727 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_34><path d="M 129.207273 121.353558 \n",
|
|
"L 132.741818 121.353558 \n",
|
|
"L 132.741818 16.064455 \n",
|
|
"L 129.207273 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_35><path d="M 132.741818 121.353558 \n",
|
|
"L 136.276364 121.353558 \n",
|
|
"L 136.276364 19.964052 \n",
|
|
"L 132.741818 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_36><path d="M 136.276364 121.353558 \n",
|
|
"L 139.810909 121.353558 \n",
|
|
"L 139.810909 19.964052 \n",
|
|
"L 136.276364 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_37><path d="M 139.810909 121.353558 \n",
|
|
"L 143.345455 121.353558 \n",
|
|
"L 143.345455 19.964052 \n",
|
|
"L 139.810909 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_38><path d="M 143.345455 121.353558 \n",
|
|
"L 146.88 121.353558 \n",
|
|
"L 146.88 19.964052 \n",
|
|
"L 143.345455 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_39><path d="M 146.88 121.353558 \n",
|
|
"L 150.414545 121.353558 \n",
|
|
"L 150.414545 19.964052 \n",
|
|
"L 146.88 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_40><path d="M 150.414545 121.353558 \n",
|
|
"L 153.949091 121.353558 \n",
|
|
"L 153.949091 16.064455 \n",
|
|
"L 150.414545 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_41><path d="M 153.949091 121.353558 \n",
|
|
"L 157.483636 121.353558 \n",
|
|
"L 157.483636 19.964052 \n",
|
|
"L 153.949091 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_42><path d="M 157.483636 121.353558 \n",
|
|
"L 161.018182 121.353558 \n",
|
|
"L 161.018182 19.964052 \n",
|
|
"L 157.483636 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_43><path d="M 161.018182 121.353558 \n",
|
|
"L 164.552727 121.353558 \n",
|
|
"L 164.552727 19.964052 \n",
|
|
"L 161.018182 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_44><path d="M 164.552727 121.353558 \n",
|
|
"L 168.087273 121.353558 \n",
|
|
"L 168.087273 19.964052 \n",
|
|
"L 164.552727 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_45><path d="M 168.087273 121.353558 \n",
|
|
"L 171.621818 121.353558 \n",
|
|
"L 171.621818 19.964052 \n",
|
|
"L 168.087273 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_46><path d="M 171.621818 121.353558 \n",
|
|
"L 175.156364 121.353558 \n",
|
|
"L 175.156364 16.064455 \n",
|
|
"L 171.621818 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_47><path d="M 175.156364 121.353558 \n",
|
|
"L 178.690909 121.353558 \n",
|
|
"L 178.690909 19.964052 \n",
|
|
"L 175.156364 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_48><path d="M 178.690909 121.353558 \n",
|
|
"L 182.225455 121.353558 \n",
|
|
"L 182.225455 19.964052 \n",
|
|
"L 178.690909 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_49><path d="M 182.225455 121.353558 \n",
|
|
"L 185.76 121.353558 \n",
|
|
"L 185.76 19.964052 \n",
|
|
"L 182.225455 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_50><path d="M 185.76 121.353558 \n",
|
|
"L 189.294545 121.353558 \n",
|
|
"L 189.294545 19.964052 \n",
|
|
"L 185.76 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_51><path d="M 189.294545 121.353558 \n",
|
|
"L 192.829091 121.353558 \n",
|
|
"L 192.829091 19.964052 \n",
|
|
"L 189.294545 19.964052 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_52><path d="M 192.829091 121.353558 \n",
|
|
"L 196.363636 121.353558 \n",
|
|
"L 196.363636 16.064455 \n",
|
|
"L 192.829091 16.064455 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0c4579f628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 10.8 121.353558 \n",
|
|
"L 10.8 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_54><path d="M 205.2 121.353558 \n",
|
|
"L 205.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_55><path d="M 10.8 121.353558 \n",
|
|
"L 205.2 121.353558 \n",
|
|
"" style="fill: none"/></g><g id=patch_56><path d="M 10.8 10.8 \n",
|
|
"L 205.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p0c4579f628><rect x=10.8 y=10.8 width=194.4 height=110.553558 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--8970521300448703274, #minifreqtable-8970521300448703274" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--8970521300448703274 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8970521300448703274bottom--8970521300448703274statistics aria-controls=-8970521300448703274bottom--8970521300448703274statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-8970521300448703274bottom--8970521300448703274histogram aria-controls=-8970521300448703274bottom--8970521300448703274histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-8970521300448703274bottom--8970521300448703274common_values aria-controls=-8970521300448703274bottom--8970521300448703274common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-8970521300448703274bottom--8970521300448703274extreme_values aria-controls=-8970521300448703274bottom--8970521300448703274extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8970521300448703274bottom--8970521300448703274statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">65.3</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">322.5</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">666</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">987.5</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">1244.7</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">1309</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">1308</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">665</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">381.0478</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.58036648</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">-1.2267475</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">656.5641</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">333</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">-0.0120928</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">844998</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">145197.42</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Strictly increasing</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8970521300448703274bottom--8970521300448703274histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.106620</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 48.79 169.689633 \n",
|
|
"L 493.2 169.689633 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 48.79 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(68.383268 190.061507) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(125.659392 199.059441) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(187.434482 199.059441) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(249.209573 199.059441) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(310.984663 199.059441) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(370.51027 203.558407) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(432.28536 203.558407) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_8><g style="fill: #262626" transform="translate(31.9275 173.488852) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_9><g style="fill: #262626" transform="translate(31.9275 145.465989) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_3><g id=text_10><g style="fill: #262626" transform="translate(25.565 117.443126) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_4><g id=text_11><g style="fill: #262626" transform="translate(25.565 89.420263) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-35 x=63.623047 /></g></g></g><g id=ytick_5><g id=text_12><g style="fill: #262626" transform="translate(25.565 61.3974) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_6><g id=text_13><g style="fill: #262626" transform="translate(25.565 33.374537) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-35 x=63.623047 /></g></g></g><g id=text_14><g style="fill: #262626" transform="translate(19.277344 118.657473) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 68.990455 169.689633 \n",
|
|
"L 77.070636 169.689633 \n",
|
|
"L 77.070636 18.366173 \n",
|
|
"L 68.990455 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 77.070636 169.689633 \n",
|
|
"L 85.150818 169.689633 \n",
|
|
"L 85.150818 23.970746 \n",
|
|
"L 77.070636 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 85.150818 169.689633 \n",
|
|
"L 93.231 169.689633 \n",
|
|
"L 93.231 23.970746 \n",
|
|
"L 85.150818 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 93.231 169.689633 \n",
|
|
"L 101.311182 169.689633 \n",
|
|
"L 101.311182 23.970746 \n",
|
|
"L 93.231 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 101.311182 169.689633 \n",
|
|
"L 109.391364 169.689633 \n",
|
|
"L 109.391364 23.970746 \n",
|
|
"L 101.311182 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 109.391364 169.689633 \n",
|
|
"L 117.471545 169.689633 \n",
|
|
"L 117.471545 23.970746 \n",
|
|
"L 109.391364 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 117.471545 169.689633 \n",
|
|
"L 125.551727 169.689633 \n",
|
|
"L 125.551727 18.366173 \n",
|
|
"L 117.471545 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 125.551727 169.689633 \n",
|
|
"L 133.631909 169.689633 \n",
|
|
"L 133.631909 23.970746 \n",
|
|
"L 125.551727 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 133.631909 169.689633 \n",
|
|
"L 141.712091 169.689633 \n",
|
|
"L 141.712091 23.970746 \n",
|
|
"L 133.631909 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_12><path d="M 141.712091 169.689633 \n",
|
|
"L 149.792273 169.689633 \n",
|
|
"L 149.792273 23.970746 \n",
|
|
"L 141.712091 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_13><path d="M 149.792273 169.689633 \n",
|
|
"L 157.872455 169.689633 \n",
|
|
"L 157.872455 23.970746 \n",
|
|
"L 149.792273 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_14><path d="M 157.872455 169.689633 \n",
|
|
"L 165.952636 169.689633 \n",
|
|
"L 165.952636 23.970746 \n",
|
|
"L 157.872455 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_15><path d="M 165.952636 169.689633 \n",
|
|
"L 174.032818 169.689633 \n",
|
|
"L 174.032818 18.366173 \n",
|
|
"L 165.952636 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_16><path d="M 174.032818 169.689633 \n",
|
|
"L 182.113 169.689633 \n",
|
|
"L 182.113 23.970746 \n",
|
|
"L 174.032818 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_17><path d="M 182.113 169.689633 \n",
|
|
"L 190.193182 169.689633 \n",
|
|
"L 190.193182 23.970746 \n",
|
|
"L 182.113 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_18><path d="M 190.193182 169.689633 \n",
|
|
"L 198.273364 169.689633 \n",
|
|
"L 198.273364 23.970746 \n",
|
|
"L 190.193182 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_19><path d="M 198.273364 169.689633 \n",
|
|
"L 206.353545 169.689633 \n",
|
|
"L 206.353545 23.970746 \n",
|
|
"L 198.273364 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_20><path d="M 206.353545 169.689633 \n",
|
|
"L 214.433727 169.689633 \n",
|
|
"L 214.433727 23.970746 \n",
|
|
"L 206.353545 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_21><path d="M 214.433727 169.689633 \n",
|
|
"L 222.513909 169.689633 \n",
|
|
"L 222.513909 18.366173 \n",
|
|
"L 214.433727 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_22><path d="M 222.513909 169.689633 \n",
|
|
"L 230.594091 169.689633 \n",
|
|
"L 230.594091 23.970746 \n",
|
|
"L 222.513909 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_23><path d="M 230.594091 169.689633 \n",
|
|
"L 238.674273 169.689633 \n",
|
|
"L 238.674273 23.970746 \n",
|
|
"L 230.594091 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_24><path d="M 238.674273 169.689633 \n",
|
|
"L 246.754455 169.689633 \n",
|
|
"L 246.754455 147.271343 \n",
|
|
"L 238.674273 147.271343 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_25><path d="M 246.754455 169.689633 \n",
|
|
"L 254.834636 169.689633 \n",
|
|
"L 254.834636 23.970746 \n",
|
|
"L 246.754455 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_26><path d="M 254.834636 169.689633 \n",
|
|
"L 262.914818 169.689633 \n",
|
|
"L 262.914818 23.970746 \n",
|
|
"L 254.834636 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_27><path d="M 262.914818 169.689633 \n",
|
|
"L 270.995 169.689633 \n",
|
|
"L 270.995 23.970746 \n",
|
|
"L 262.914818 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_28><path d="M 270.995 169.689633 \n",
|
|
"L 279.075182 169.689633 \n",
|
|
"L 279.075182 18.366173 \n",
|
|
"L 270.995 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_29><path d="M 279.075182 169.689633 \n",
|
|
"L 287.155364 169.689633 \n",
|
|
"L 287.155364 23.970746 \n",
|
|
"L 279.075182 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_30><path d="M 287.155364 169.689633 \n",
|
|
"L 295.235545 169.689633 \n",
|
|
"L 295.235545 23.970746 \n",
|
|
"L 287.155364 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_31><path d="M 295.235545 169.689633 \n",
|
|
"L 303.315727 169.689633 \n",
|
|
"L 303.315727 23.970746 \n",
|
|
"L 295.235545 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_32><path d="M 303.315727 169.689633 \n",
|
|
"L 311.395909 169.689633 \n",
|
|
"L 311.395909 23.970746 \n",
|
|
"L 303.315727 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_33><path d="M 311.395909 169.689633 \n",
|
|
"L 319.476091 169.689633 \n",
|
|
"L 319.476091 23.970746 \n",
|
|
"L 311.395909 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_34><path d="M 319.476091 169.689633 \n",
|
|
"L 327.556273 169.689633 \n",
|
|
"L 327.556273 18.366173 \n",
|
|
"L 319.476091 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_35><path d="M 327.556273 169.689633 \n",
|
|
"L 335.636455 169.689633 \n",
|
|
"L 335.636455 23.970746 \n",
|
|
"L 327.556273 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_36><path d="M 335.636455 169.689633 \n",
|
|
"L 343.716636 169.689633 \n",
|
|
"L 343.716636 23.970746 \n",
|
|
"L 335.636455 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_37><path d="M 343.716636 169.689633 \n",
|
|
"L 351.796818 169.689633 \n",
|
|
"L 351.796818 23.970746 \n",
|
|
"L 343.716636 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_38><path d="M 351.796818 169.689633 \n",
|
|
"L 359.877 169.689633 \n",
|
|
"L 359.877 23.970746 \n",
|
|
"L 351.796818 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_39><path d="M 359.877 169.689633 \n",
|
|
"L 367.957182 169.689633 \n",
|
|
"L 367.957182 23.970746 \n",
|
|
"L 359.877 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_40><path d="M 367.957182 169.689633 \n",
|
|
"L 376.037364 169.689633 \n",
|
|
"L 376.037364 18.366173 \n",
|
|
"L 367.957182 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_41><path d="M 376.037364 169.689633 \n",
|
|
"L 384.117545 169.689633 \n",
|
|
"L 384.117545 23.970746 \n",
|
|
"L 376.037364 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_42><path d="M 384.117545 169.689633 \n",
|
|
"L 392.197727 169.689633 \n",
|
|
"L 392.197727 23.970746 \n",
|
|
"L 384.117545 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_43><path d="M 392.197727 169.689633 \n",
|
|
"L 400.277909 169.689633 \n",
|
|
"L 400.277909 23.970746 \n",
|
|
"L 392.197727 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_44><path d="M 400.277909 169.689633 \n",
|
|
"L 408.358091 169.689633 \n",
|
|
"L 408.358091 23.970746 \n",
|
|
"L 400.277909 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_45><path d="M 408.358091 169.689633 \n",
|
|
"L 416.438273 169.689633 \n",
|
|
"L 416.438273 23.970746 \n",
|
|
"L 408.358091 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_46><path d="M 416.438273 169.689633 \n",
|
|
"L 424.518455 169.689633 \n",
|
|
"L 424.518455 18.366173 \n",
|
|
"L 416.438273 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_47><path d="M 424.518455 169.689633 \n",
|
|
"L 432.598636 169.689633 \n",
|
|
"L 432.598636 23.970746 \n",
|
|
"L 424.518455 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_48><path d="M 432.598636 169.689633 \n",
|
|
"L 440.678818 169.689633 \n",
|
|
"L 440.678818 23.970746 \n",
|
|
"L 432.598636 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_49><path d="M 440.678818 169.689633 \n",
|
|
"L 448.759 169.689633 \n",
|
|
"L 448.759 23.970746 \n",
|
|
"L 440.678818 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_50><path d="M 448.759 169.689633 \n",
|
|
"L 456.839182 169.689633 \n",
|
|
"L 456.839182 23.970746 \n",
|
|
"L 448.759 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_51><path d="M 456.839182 169.689633 \n",
|
|
"L 464.919364 169.689633 \n",
|
|
"L 464.919364 23.970746 \n",
|
|
"L 456.839182 23.970746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_52><path d="M 464.919364 169.689633 \n",
|
|
"L 472.999545 169.689633 \n",
|
|
"L 472.999545 18.366173 \n",
|
|
"L 464.919364 18.366173 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p11f3786628) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 48.79 169.689633 \n",
|
|
"L 48.79 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_54><path d="M 493.2 169.689633 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_55><path d="M 48.79 169.689633 \n",
|
|
"L 493.2 169.689633 \n",
|
|
"" style="fill: none"/></g><g id=patch_56><path d="M 48.79 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p11f3786628><rect x=48.79 y=10.8 width=444.41 height=158.889633 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8970521300448703274bottom--8970521300448703274common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=828> 828 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=886> 886 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=885> 885 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=884> 884 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=883> 883 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=882> 882 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=881> 881 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=880> 880 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=879> 879 </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class=other><td title="Other values (1277)"> Other values (1277) </td><td>1277</td><td><div class=bar style=width:100.0%> 99.2% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-8970521300448703274bottom--8970521300448703274extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8970521300448703274extreme_values--8970521300448703274firstn aria-controls=-8970521300448703274extreme_values--8970521300448703274firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#-8970521300448703274extreme_values--8970521300448703274lastn aria-controls=-8970521300448703274extreme_values--8970521300448703274lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8970521300448703274extreme_values--8970521300448703274firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=2> 2 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=3> 3 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=4> 4 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=5> 5 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=6> 6 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=7> 7 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=8> 8 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=9> 9 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=10> 10 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-8970521300448703274extreme_values--8970521300448703274lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1309> 1309 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1308> 1308 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1307> 1307 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1306> 1306 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1305> 1305 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1304> 1304 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1303> 1303 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1302> 1302 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1301> 1301 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=1300> 1300 </td><td>1</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-1217759378734057073></a><div class=variable><div class=col-sm-12><p class=h4 title=pclass><a href=#pp_var_-1217759378734057073>pclass</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.2%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> 3 </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 709&nbsp; </div></td></tr><tr class><th width=10%> 1 </th><td width=10%><div class=bar style=width:45.6% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 323&nbsp; </div></td></tr><tr class><th width=10%> 2 </th><td width=10%><div class=bar style=width:36.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 255&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--1217759378734057073, #minifreqtable-1217759378734057073" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--1217759378734057073 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1217759378734057073bottom--1217759378734057073overview aria-controls=-1217759378734057073bottom--1217759378734057073overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-1217759378734057073bottom--1217759378734057073string aria-controls=-1217759378734057073bottom--1217759378734057073string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-1217759378734057073bottom--1217759378734057073word aria-controls=-1217759378734057073bottom--1217759378734057073word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-1217759378734057073bottom--1217759378734057073characters aria-controls=-1217759378734057073bottom--1217759378734057073characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-1217759378734057073bottom--1217759378734057073overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1287</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1217759378734057073bottom--1217759378734057073string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=1> 1 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=2> 2 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.187445</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(116.601751 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-36 x=95.410156 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(195.11266 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-38 x=95.410156 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(273.623569 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(352.134478 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(430.645387 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-34 x=95.410156 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_6><g style="fill: #262626" transform="translate(44.5275 180.171011) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_7><g style="fill: #262626" transform="translate(31.8025 155.666361) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_8><g style="fill: #262626" transform="translate(31.8025 131.161711) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_9><g style="fill: #262626" transform="translate(31.8025 106.657062) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_10><g style="fill: #262626" transform="translate(31.8025 82.152412) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_11><g style="fill: #262626" transform="translate(25.44 57.647762) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_12><g style="fill: #262626" transform="translate(25.44 33.143112) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_13><g style="fill: #262626" transform="translate(19.152344 121.998552) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 176.371792 \n",
|
|
"L 473.572273 176.371792 \n",
|
|
"L 473.572273 18.684371 \n",
|
|
"L 81.017727 18.684371 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0158f69f4d) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 61.39 176.371792 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"" style="fill: none"/></g><g id=patch_7><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p0158f69f4d><rect x=61.39 y=10.8 width=431.81 height=165.571792 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div><div class=row><div class=col-sm-12><h4 class=indent>Common Values (Plot)</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=405pt height=215.1954pt viewbox="0 0 405 215.1954" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.251221</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 215.1954 \n",
|
|
"L 405 215.1954 \n",
|
|
"L 405 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 7.2 108.84 \n",
|
|
"L 222.379021 108.84 \n",
|
|
"L 222.379021 16.44 \n",
|
|
"L 7.2 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p7321e2ccd3) style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_3><path d="M 222.379021 108.84 \n",
|
|
"L 320.408392 108.84 \n",
|
|
"L 320.408392 16.44 \n",
|
|
"L 222.379021 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p7321e2ccd3) style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 320.408392 108.84 \n",
|
|
"L 397.8 108.84 \n",
|
|
"L 397.8 16.44 \n",
|
|
"L 320.408392 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p7321e2ccd3) style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_1><g style="fill: #ffffff" transform="translate(89.811135 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-35 transform=scale(0.015625) d="M 678 4666 \n",
|
|
"L 3669 4666 \n",
|
|
"L 3669 3781 \n",
|
|
"L 1638 3781 \n",
|
|
"L 1638 3059 \n",
|
|
"Q 1775 3097 1914 3117 \n",
|
|
"Q 2053 3138 2203 3138 \n",
|
|
"Q 3056 3138 3531 2711 \n",
|
|
"Q 4006 2284 4006 1522 \n",
|
|
"Q 4006 766 3489 337 \n",
|
|
"Q 2972 -91 2053 -91 \n",
|
|
"Q 1656 -91 1267 -14 \n",
|
|
"Q 878 63 494 219 \n",
|
|
"L 494 1166 \n",
|
|
"Q 875 947 1217 837 \n",
|
|
"Q 1559 728 1863 728 \n",
|
|
"Q 2300 728 2551 942 \n",
|
|
"Q 2803 1156 2803 1522 \n",
|
|
"Q 2803 1891 2551 2103 \n",
|
|
"Q 2300 2316 1863 2316 \n",
|
|
"Q 1603 2316 1309 2248 \n",
|
|
"Q 1016 2181 678 2041 \n",
|
|
"L 678 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-2e transform=scale(0.015625) d="M 653 1209 \n",
|
|
"L 1778 1209 \n",
|
|
"L 1778 0 \n",
|
|
"L 653 0 \n",
|
|
"L 653 1209 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-31 transform=scale(0.015625) d="M 750 831 \n",
|
|
"L 1813 831 \n",
|
|
"L 1813 3847 \n",
|
|
"L 722 3622 \n",
|
|
"L 722 4441 \n",
|
|
"L 1806 4666 \n",
|
|
"L 2950 4666 \n",
|
|
"L 2950 831 \n",
|
|
"L 4013 831 \n",
|
|
"L 4013 0 \n",
|
|
"L 750 0 \n",
|
|
"L 750 831 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-25 transform=scale(0.015625) d="M 4959 1925 \n",
|
|
"Q 4738 1925 4616 1733 \n",
|
|
"Q 4494 1541 4494 1184 \n",
|
|
"Q 4494 825 4614 633 \n",
|
|
"Q 4734 441 4959 441 \n",
|
|
"Q 5184 441 5303 633 \n",
|
|
"Q 5422 825 5422 1184 \n",
|
|
"Q 5422 1541 5301 1733 \n",
|
|
"Q 5181 1925 4959 1925 \n",
|
|
"z\n",
|
|
"M 4959 2450 \n",
|
|
"Q 5541 2450 5875 2112 \n",
|
|
"Q 6209 1775 6209 1184 \n",
|
|
"Q 6209 594 5875 251 \n",
|
|
"Q 5541 -91 4959 -91 \n",
|
|
"Q 4378 -91 4042 251 \n",
|
|
"Q 3706 594 3706 1184 \n",
|
|
"Q 3706 1772 4042 2111 \n",
|
|
"Q 4378 2450 4959 2450 \n",
|
|
"z\n",
|
|
"M 2094 -91 \n",
|
|
"L 1403 -91 \n",
|
|
"L 4319 4750 \n",
|
|
"L 5013 4750 \n",
|
|
"L 2094 -91 \n",
|
|
"z\n",
|
|
"M 1453 4750 \n",
|
|
"Q 2034 4750 2367 4411 \n",
|
|
"Q 2700 4072 2700 3481 \n",
|
|
"Q 2700 2891 2367 2550 \n",
|
|
"Q 2034 2209 1453 2209 \n",
|
|
"Q 872 2209 539 2550 \n",
|
|
"Q 206 2891 206 3481 \n",
|
|
"Q 206 4072 539 4411 \n",
|
|
"Q 872 4750 1453 4750 \n",
|
|
"z\n",
|
|
"M 1453 4225 \n",
|
|
"Q 1228 4225 1106 4031 \n",
|
|
"Q 984 3838 984 3481 \n",
|
|
"Q 984 3122 1106 2926 \n",
|
|
"Q 1228 2731 1453 2731 \n",
|
|
"Q 1678 2731 1798 2926 \n",
|
|
"Q 1919 3122 1919 3481 \n",
|
|
"Q 1919 3838 1797 4031 \n",
|
|
"Q 1675 4225 1453 4225 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-35 /><use xlink:href=#DejaVuSans-Bold-35 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-31 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(93.179385 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-28 transform=scale(0.015625) d="M 2413 -844 \n",
|
|
"L 1484 -844 \n",
|
|
"Q 1006 -72 778 623 \n",
|
|
"Q 550 1319 550 2003 \n",
|
|
"Q 550 2688 779 3389 \n",
|
|
"Q 1009 4091 1484 4856 \n",
|
|
"L 2413 4856 \n",
|
|
"Q 2013 4116 1813 3408 \n",
|
|
"Q 1613 2700 1613 2009 \n",
|
|
"Q 1613 1319 1811 609 \n",
|
|
"Q 2009 -100 2413 -844 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-37 transform=scale(0.015625) d="M 428 4666 \n",
|
|
"L 3944 4666 \n",
|
|
"L 3944 3988 \n",
|
|
"L 2125 0 \n",
|
|
"L 953 0 \n",
|
|
"L 2675 3781 \n",
|
|
"L 428 3781 \n",
|
|
"L 428 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-30 transform=scale(0.015625) d="M 2944 2338 \n",
|
|
"Q 2944 3213 2780 3570 \n",
|
|
"Q 2616 3928 2228 3928 \n",
|
|
"Q 1841 3928 1675 3570 \n",
|
|
"Q 1509 3213 1509 2338 \n",
|
|
"Q 1509 1453 1675 1090 \n",
|
|
"Q 1841 728 2228 728 \n",
|
|
"Q 2613 728 2778 1090 \n",
|
|
"Q 2944 1453 2944 2338 \n",
|
|
"z\n",
|
|
"M 4147 2328 \n",
|
|
"Q 4147 1169 3647 539 \n",
|
|
"Q 3147 -91 2228 -91 \n",
|
|
"Q 1306 -91 806 539 \n",
|
|
"Q 306 1169 306 2328 \n",
|
|
"Q 306 3491 806 4120 \n",
|
|
"Q 1306 4750 2228 4750 \n",
|
|
"Q 3147 4750 3647 4120 \n",
|
|
"Q 4147 3491 4147 2328 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-39 transform=scale(0.015625) d="M 641 103 \n",
|
|
"L 641 966 \n",
|
|
"Q 928 831 1190 764 \n",
|
|
"Q 1453 697 1709 697 \n",
|
|
"Q 2247 697 2547 995 \n",
|
|
"Q 2847 1294 2900 1881 \n",
|
|
"Q 2688 1725 2447 1647 \n",
|
|
"Q 2206 1569 1925 1569 \n",
|
|
"Q 1209 1569 770 1986 \n",
|
|
"Q 331 2403 331 3084 \n",
|
|
"Q 331 3838 820 4291 \n",
|
|
"Q 1309 4744 2131 4744 \n",
|
|
"Q 3044 4744 3544 4128 \n",
|
|
"Q 4044 3513 4044 2388 \n",
|
|
"Q 4044 1231 3459 570 \n",
|
|
"Q 2875 -91 1856 -91 \n",
|
|
"Q 1528 -91 1228 -42 \n",
|
|
"Q 928 6 641 103 \n",
|
|
"z\n",
|
|
"M 2125 2350 \n",
|
|
"Q 2441 2350 2600 2554 \n",
|
|
"Q 2759 2759 2759 3169 \n",
|
|
"Q 2759 3575 2600 3781 \n",
|
|
"Q 2441 3988 2125 3988 \n",
|
|
"Q 1809 3988 1650 3781 \n",
|
|
"Q 1491 3575 1491 3169 \n",
|
|
"Q 1491 2759 1650 2554 \n",
|
|
"Q 1809 2350 2125 2350 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-29 transform=scale(0.015625) d="M 513 -844 \n",
|
|
"Q 913 -100 1113 609 \n",
|
|
"Q 1313 1319 1313 2009 \n",
|
|
"Q 1313 2700 1113 3408 \n",
|
|
"Q 913 4116 513 4856 \n",
|
|
"L 1441 4856 \n",
|
|
"Q 1916 4091 2145 3389 \n",
|
|
"Q 2375 2688 2375 2003 \n",
|
|
"Q 2375 1319 2147 623 \n",
|
|
"Q 1919 -72 1441 -844 \n",
|
|
"L 513 -844 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-37 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-30 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-39 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_2><g style="fill: #ffffff" transform="translate(246.415331 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-32 transform=scale(0.015625) d="M 1844 884 \n",
|
|
"L 3897 884 \n",
|
|
"L 3897 0 \n",
|
|
"L 506 0 \n",
|
|
"L 506 884 \n",
|
|
"L 2209 2388 \n",
|
|
"Q 2438 2594 2547 2791 \n",
|
|
"Q 2656 2988 2656 3200 \n",
|
|
"Q 2656 3528 2436 3728 \n",
|
|
"Q 2216 3928 1850 3928 \n",
|
|
"Q 1569 3928 1234 3808 \n",
|
|
"Q 900 3688 519 3450 \n",
|
|
"L 519 4475 \n",
|
|
"Q 925 4609 1322 4679 \n",
|
|
"Q 1719 4750 2100 4750 \n",
|
|
"Q 2938 4750 3402 4381 \n",
|
|
"Q 3866 4013 3866 3353 \n",
|
|
"Q 3866 2972 3669 2642 \n",
|
|
"Q 3472 2313 2841 1759 \n",
|
|
"L 1844 884 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-32 /><use xlink:href=#DejaVuSans-Bold-35 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-31 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(249.783581 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-33 transform=scale(0.015625) d="M 2981 2516 \n",
|
|
"Q 3453 2394 3698 2092 \n",
|
|
"Q 3944 1791 3944 1325 \n",
|
|
"Q 3944 631 3412 270 \n",
|
|
"Q 2881 -91 1863 -91 \n",
|
|
"Q 1503 -91 1142 -33 \n",
|
|
"Q 781 25 428 141 \n",
|
|
"L 428 1069 \n",
|
|
"Q 766 900 1098 814 \n",
|
|
"Q 1431 728 1753 728 \n",
|
|
"Q 2231 728 2486 893 \n",
|
|
"Q 2741 1059 2741 1369 \n",
|
|
"Q 2741 1688 2480 1852 \n",
|
|
"Q 2219 2016 1709 2016 \n",
|
|
"L 1228 2016 \n",
|
|
"L 1228 2791 \n",
|
|
"L 1734 2791 \n",
|
|
"Q 2188 2791 2409 2933 \n",
|
|
"Q 2631 3075 2631 3366 \n",
|
|
"Q 2631 3634 2415 3781 \n",
|
|
"Q 2200 3928 1806 3928 \n",
|
|
"Q 1516 3928 1219 3862 \n",
|
|
"Q 922 3797 628 3669 \n",
|
|
"L 628 4550 \n",
|
|
"Q 984 4650 1334 4700 \n",
|
|
"Q 1684 4750 2022 4750 \n",
|
|
"Q 2931 4750 3382 4451 \n",
|
|
"Q 3834 4153 3834 3553 \n",
|
|
"Q 3834 3144 3618 2883 \n",
|
|
"Q 3403 2622 2981 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-33 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-32 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-33 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_3><g style="fill: #ffffff" transform="translate(334.125821 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-38 transform=scale(0.015625) d="M 2228 2088 \n",
|
|
"Q 1891 2088 1709 1903 \n",
|
|
"Q 1528 1719 1528 1375 \n",
|
|
"Q 1528 1031 1709 848 \n",
|
|
"Q 1891 666 2228 666 \n",
|
|
"Q 2563 666 2741 848 \n",
|
|
"Q 2919 1031 2919 1375 \n",
|
|
"Q 2919 1722 2741 1905 \n",
|
|
"Q 2563 2088 2228 2088 \n",
|
|
"z\n",
|
|
"M 1350 2484 \n",
|
|
"Q 925 2613 709 2878 \n",
|
|
"Q 494 3144 494 3541 \n",
|
|
"Q 494 4131 934 4440 \n",
|
|
"Q 1375 4750 2228 4750 \n",
|
|
"Q 3075 4750 3515 4442 \n",
|
|
"Q 3956 4134 3956 3541 \n",
|
|
"Q 3956 3144 3739 2878 \n",
|
|
"Q 3522 2613 3097 2484 \n",
|
|
"Q 3572 2353 3814 2058 \n",
|
|
"Q 4056 1763 4056 1313 \n",
|
|
"Q 4056 619 3595 264 \n",
|
|
"Q 3134 -91 2228 -91 \n",
|
|
"Q 1319 -91 855 264 \n",
|
|
"Q 391 619 391 1313 \n",
|
|
"Q 391 1763 633 2058 \n",
|
|
"Q 875 2353 1350 2484 \n",
|
|
"z\n",
|
|
"M 1631 3419 \n",
|
|
"Q 1631 3141 1786 2991 \n",
|
|
"Q 1941 2841 2228 2841 \n",
|
|
"Q 2509 2841 2662 2991 \n",
|
|
"Q 2816 3141 2816 3419 \n",
|
|
"Q 2816 3697 2662 3845 \n",
|
|
"Q 2509 3994 2228 3994 \n",
|
|
"Q 1941 3994 1786 3844 \n",
|
|
"Q 1631 3694 1631 3419 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-31 /><use xlink:href=#DejaVuSans-Bold-39 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-38 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(337.494071 74.675925) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-32 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-35 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-35 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=legend_1><g id=patch_5><path d="M 19.296 207.9954 \n",
|
|
"L 85.5864 207.9954 \n",
|
|
"Q 89.0424 207.9954 89.0424 204.5394 \n",
|
|
"L 89.0424 130.176 \n",
|
|
"Q 89.0424 126.72 85.5864 126.72 \n",
|
|
"L 19.296 126.72 \n",
|
|
"Q 15.84 126.72 15.84 130.176 \n",
|
|
"L 15.84 204.5394 \n",
|
|
"Q 15.84 207.9954 19.296 207.9954 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 22.752 146.7621 \n",
|
|
"L 57.312 146.7621 \n",
|
|
"L 57.312 134.6661 \n",
|
|
"L 22.752 134.6661 \n",
|
|
"z\n",
|
|
"" style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_4><g style="fill: #262626" transform="translate(71.136 146.7621) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g><g id=patch_7><path d="M 22.752 172.1259 \n",
|
|
"L 57.312 172.1259 \n",
|
|
"L 57.312 160.0299 \n",
|
|
"L 22.752 160.0299 \n",
|
|
"z\n",
|
|
"" style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_5><g style="fill: #262626" transform="translate(71.136 172.1259) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g><g id=patch_8><path d="M 22.752 197.4897 \n",
|
|
"L 57.312 197.4897 \n",
|
|
"L 57.312 185.3937 \n",
|
|
"L 22.752 185.3937 \n",
|
|
"z\n",
|
|
"" style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_6><g style="fill: #262626" transform="translate(71.136 197.4897) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g></g></g><defs><clippath id=p7321e2ccd3><rect x=7.2 y=7.2 width=390.6 height=110.88 /></clippath></defs></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1217759378734057073bottom--1217759378734057073word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=1> 1 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=2> 2 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1217759378734057073bottom--1217759378734057073characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1217759378734057073unicode--1217759378734057073characters aria-controls=-1217759378734057073unicode--1217759378734057073characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-1217759378734057073unicode--1217759378734057073categories aria-controls=-1217759378734057073unicode--1217759378734057073categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-1217759378734057073unicode--1217759378734057073scripts aria-controls=-1217759378734057073unicode--1217759378734057073scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-1217759378734057073unicode--1217759378734057073blocks aria-controls=-1217759378734057073unicode--1217759378734057073blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-1217759378734057073unicode--1217759378734057073characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=1> 1 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=2> 2 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1217759378734057073unicode--1217759378734057073categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=1> 1 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=2> 2 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1217759378734057073unicode--1217759378734057073scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=1> 1 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=2> 2 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1217759378734057073unicode--1217759378734057073blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=1> 1 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=2> 2 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-2622210348384408423></a><div class=variable><div class=col-sm-12><p class=h4 title=survived><a href=#pp_var_-2622210348384408423>survived</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.2%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> 0 </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 797&nbsp; </div></td></tr><tr class><th width=10%> 1 </th><td width=10%><div class=bar style=width:61.5% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 490&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--2622210348384408423, #minifreqtable-2622210348384408423" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--2622210348384408423 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2622210348384408423bottom--2622210348384408423overview aria-controls=-2622210348384408423bottom--2622210348384408423overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-2622210348384408423bottom--2622210348384408423string aria-controls=-2622210348384408423bottom--2622210348384408423string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-2622210348384408423bottom--2622210348384408423word aria-controls=-2622210348384408423bottom--2622210348384408423word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-2622210348384408423bottom--2622210348384408423characters aria-controls=-2622210348384408423bottom--2622210348384408423characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2622210348384408423bottom--2622210348384408423overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1287</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2622210348384408423bottom--2622210348384408423string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>797</td><td><div class=bar style=width:100.0%> 61.9% </div></td></tr><tr class><td title=1> 1 </td><td>490</td><td><div class=bar style=width:61.5%> 38.1% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.318810</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(116.601751 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-36 x=95.410156 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(195.11266 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-38 x=95.410156 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(273.623569 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(352.134478 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(430.645387 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-34 x=95.410156 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_6><g style="fill: #262626" transform="translate(44.5275 180.171011) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_7><g style="fill: #262626" transform="translate(31.8025 155.666361) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_8><g style="fill: #262626" transform="translate(31.8025 131.161711) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_9><g style="fill: #262626" transform="translate(31.8025 106.657062) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_10><g style="fill: #262626" transform="translate(31.8025 82.152412) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_11><g style="fill: #262626" transform="translate(25.44 57.647762) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_12><g style="fill: #262626" transform="translate(25.44 33.143112) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_13><g style="fill: #262626" transform="translate(19.152344 121.998552) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 176.371792 \n",
|
|
"L 473.572273 176.371792 \n",
|
|
"L 473.572273 18.684371 \n",
|
|
"L 81.017727 18.684371 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p818a7b9057) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 61.39 176.371792 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"" style="fill: none"/></g><g id=patch_7><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p818a7b9057><rect x=61.39 y=10.8 width=431.81 height=165.571792 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div><div class=row><div class=col-sm-12><h4 class=indent>Common Values (Plot)</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=405pt height=189.8316pt viewbox="0 0 405 189.8316" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.378044</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 189.8316 \n",
|
|
"L 405 189.8316 \n",
|
|
"L 405 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 7.2 108.84 \n",
|
|
"L 249.086713 108.84 \n",
|
|
"L 249.086713 16.44 \n",
|
|
"L 7.2 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p25c18befed) style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_3><path d="M 249.086713 108.84 \n",
|
|
"L 397.8 108.84 \n",
|
|
"L 397.8 16.44 \n",
|
|
"L 249.086713 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p25c18befed) style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_1><g style="fill: #ffffff" transform="translate(103.164982 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-36 transform=scale(0.015625) d="M 2316 2303 \n",
|
|
"Q 2000 2303 1842 2098 \n",
|
|
"Q 1684 1894 1684 1484 \n",
|
|
"Q 1684 1075 1842 870 \n",
|
|
"Q 2000 666 2316 666 \n",
|
|
"Q 2634 666 2792 870 \n",
|
|
"Q 2950 1075 2950 1484 \n",
|
|
"Q 2950 1894 2792 2098 \n",
|
|
"Q 2634 2303 2316 2303 \n",
|
|
"z\n",
|
|
"M 3803 4544 \n",
|
|
"L 3803 3681 \n",
|
|
"Q 3506 3822 3243 3889 \n",
|
|
"Q 2981 3956 2731 3956 \n",
|
|
"Q 2194 3956 1894 3657 \n",
|
|
"Q 1594 3359 1544 2772 \n",
|
|
"Q 1750 2925 1990 3001 \n",
|
|
"Q 2231 3078 2516 3078 \n",
|
|
"Q 3231 3078 3670 2659 \n",
|
|
"Q 4109 2241 4109 1563 \n",
|
|
"Q 4109 813 3618 361 \n",
|
|
"Q 3128 -91 2303 -91 \n",
|
|
"Q 1394 -91 895 523 \n",
|
|
"Q 397 1138 397 2266 \n",
|
|
"Q 397 3422 980 4083 \n",
|
|
"Q 1563 4744 2578 4744 \n",
|
|
"Q 2900 4744 3203 4694 \n",
|
|
"Q 3506 4644 3803 4544 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-31 transform=scale(0.015625) d="M 750 831 \n",
|
|
"L 1813 831 \n",
|
|
"L 1813 3847 \n",
|
|
"L 722 3622 \n",
|
|
"L 722 4441 \n",
|
|
"L 1806 4666 \n",
|
|
"L 2950 4666 \n",
|
|
"L 2950 831 \n",
|
|
"L 4013 831 \n",
|
|
"L 4013 0 \n",
|
|
"L 750 0 \n",
|
|
"L 750 831 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-2e transform=scale(0.015625) d="M 653 1209 \n",
|
|
"L 1778 1209 \n",
|
|
"L 1778 0 \n",
|
|
"L 653 0 \n",
|
|
"L 653 1209 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-39 transform=scale(0.015625) d="M 641 103 \n",
|
|
"L 641 966 \n",
|
|
"Q 928 831 1190 764 \n",
|
|
"Q 1453 697 1709 697 \n",
|
|
"Q 2247 697 2547 995 \n",
|
|
"Q 2847 1294 2900 1881 \n",
|
|
"Q 2688 1725 2447 1647 \n",
|
|
"Q 2206 1569 1925 1569 \n",
|
|
"Q 1209 1569 770 1986 \n",
|
|
"Q 331 2403 331 3084 \n",
|
|
"Q 331 3838 820 4291 \n",
|
|
"Q 1309 4744 2131 4744 \n",
|
|
"Q 3044 4744 3544 4128 \n",
|
|
"Q 4044 3513 4044 2388 \n",
|
|
"Q 4044 1231 3459 570 \n",
|
|
"Q 2875 -91 1856 -91 \n",
|
|
"Q 1528 -91 1228 -42 \n",
|
|
"Q 928 6 641 103 \n",
|
|
"z\n",
|
|
"M 2125 2350 \n",
|
|
"Q 2441 2350 2600 2554 \n",
|
|
"Q 2759 2759 2759 3169 \n",
|
|
"Q 2759 3575 2600 3781 \n",
|
|
"Q 2441 3988 2125 3988 \n",
|
|
"Q 1809 3988 1650 3781 \n",
|
|
"Q 1491 3575 1491 3169 \n",
|
|
"Q 1491 2759 1650 2554 \n",
|
|
"Q 1809 2350 2125 2350 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-25 transform=scale(0.015625) d="M 4959 1925 \n",
|
|
"Q 4738 1925 4616 1733 \n",
|
|
"Q 4494 1541 4494 1184 \n",
|
|
"Q 4494 825 4614 633 \n",
|
|
"Q 4734 441 4959 441 \n",
|
|
"Q 5184 441 5303 633 \n",
|
|
"Q 5422 825 5422 1184 \n",
|
|
"Q 5422 1541 5301 1733 \n",
|
|
"Q 5181 1925 4959 1925 \n",
|
|
"z\n",
|
|
"M 4959 2450 \n",
|
|
"Q 5541 2450 5875 2112 \n",
|
|
"Q 6209 1775 6209 1184 \n",
|
|
"Q 6209 594 5875 251 \n",
|
|
"Q 5541 -91 4959 -91 \n",
|
|
"Q 4378 -91 4042 251 \n",
|
|
"Q 3706 594 3706 1184 \n",
|
|
"Q 3706 1772 4042 2111 \n",
|
|
"Q 4378 2450 4959 2450 \n",
|
|
"z\n",
|
|
"M 2094 -91 \n",
|
|
"L 1403 -91 \n",
|
|
"L 4319 4750 \n",
|
|
"L 5013 4750 \n",
|
|
"L 2094 -91 \n",
|
|
"z\n",
|
|
"M 1453 4750 \n",
|
|
"Q 2034 4750 2367 4411 \n",
|
|
"Q 2700 4072 2700 3481 \n",
|
|
"Q 2700 2891 2367 2550 \n",
|
|
"Q 2034 2209 1453 2209 \n",
|
|
"Q 872 2209 539 2550 \n",
|
|
"Q 206 2891 206 3481 \n",
|
|
"Q 206 4072 539 4411 \n",
|
|
"Q 872 4750 1453 4750 \n",
|
|
"z\n",
|
|
"M 1453 4225 \n",
|
|
"Q 1228 4225 1106 4031 \n",
|
|
"Q 984 3838 984 3481 \n",
|
|
"Q 984 3122 1106 2926 \n",
|
|
"Q 1228 2731 1453 2731 \n",
|
|
"Q 1678 2731 1798 2926 \n",
|
|
"Q 1919 3122 1919 3481 \n",
|
|
"Q 1919 3838 1797 4031 \n",
|
|
"Q 1675 4225 1453 4225 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-36 /><use xlink:href=#DejaVuSans-Bold-31 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-39 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(106.533232 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-28 transform=scale(0.015625) d="M 2413 -844 \n",
|
|
"L 1484 -844 \n",
|
|
"Q 1006 -72 778 623 \n",
|
|
"Q 550 1319 550 2003 \n",
|
|
"Q 550 2688 779 3389 \n",
|
|
"Q 1009 4091 1484 4856 \n",
|
|
"L 2413 4856 \n",
|
|
"Q 2013 4116 1813 3408 \n",
|
|
"Q 1613 2700 1613 2009 \n",
|
|
"Q 1613 1319 1811 609 \n",
|
|
"Q 2009 -100 2413 -844 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-37 transform=scale(0.015625) d="M 428 4666 \n",
|
|
"L 3944 4666 \n",
|
|
"L 3944 3988 \n",
|
|
"L 2125 0 \n",
|
|
"L 953 0 \n",
|
|
"L 2675 3781 \n",
|
|
"L 428 3781 \n",
|
|
"L 428 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-29 transform=scale(0.015625) d="M 513 -844 \n",
|
|
"Q 913 -100 1113 609 \n",
|
|
"Q 1313 1319 1313 2009 \n",
|
|
"Q 1313 2700 1113 3408 \n",
|
|
"Q 913 4116 513 4856 \n",
|
|
"L 1441 4856 \n",
|
|
"Q 1916 4091 2145 3389 \n",
|
|
"Q 2375 2688 2375 2003 \n",
|
|
"Q 2375 1319 2147 623 \n",
|
|
"Q 1919 -72 1441 -844 \n",
|
|
"L 513 -844 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-37 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-39 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-37 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_2><g style="fill: #ffffff" transform="translate(298.464982 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-33 transform=scale(0.015625) d="M 2981 2516 \n",
|
|
"Q 3453 2394 3698 2092 \n",
|
|
"Q 3944 1791 3944 1325 \n",
|
|
"Q 3944 631 3412 270 \n",
|
|
"Q 2881 -91 1863 -91 \n",
|
|
"Q 1503 -91 1142 -33 \n",
|
|
"Q 781 25 428 141 \n",
|
|
"L 428 1069 \n",
|
|
"Q 766 900 1098 814 \n",
|
|
"Q 1431 728 1753 728 \n",
|
|
"Q 2231 728 2486 893 \n",
|
|
"Q 2741 1059 2741 1369 \n",
|
|
"Q 2741 1688 2480 1852 \n",
|
|
"Q 2219 2016 1709 2016 \n",
|
|
"L 1228 2016 \n",
|
|
"L 1228 2791 \n",
|
|
"L 1734 2791 \n",
|
|
"Q 2188 2791 2409 2933 \n",
|
|
"Q 2631 3075 2631 3366 \n",
|
|
"Q 2631 3634 2415 3781 \n",
|
|
"Q 2200 3928 1806 3928 \n",
|
|
"Q 1516 3928 1219 3862 \n",
|
|
"Q 922 3797 628 3669 \n",
|
|
"L 628 4550 \n",
|
|
"Q 984 4650 1334 4700 \n",
|
|
"Q 1684 4750 2022 4750 \n",
|
|
"Q 2931 4750 3382 4451 \n",
|
|
"Q 3834 4153 3834 3553 \n",
|
|
"Q 3834 3144 3618 2883 \n",
|
|
"Q 3403 2622 2981 2516 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-38 transform=scale(0.015625) d="M 2228 2088 \n",
|
|
"Q 1891 2088 1709 1903 \n",
|
|
"Q 1528 1719 1528 1375 \n",
|
|
"Q 1528 1031 1709 848 \n",
|
|
"Q 1891 666 2228 666 \n",
|
|
"Q 2563 666 2741 848 \n",
|
|
"Q 2919 1031 2919 1375 \n",
|
|
"Q 2919 1722 2741 1905 \n",
|
|
"Q 2563 2088 2228 2088 \n",
|
|
"z\n",
|
|
"M 1350 2484 \n",
|
|
"Q 925 2613 709 2878 \n",
|
|
"Q 494 3144 494 3541 \n",
|
|
"Q 494 4131 934 4440 \n",
|
|
"Q 1375 4750 2228 4750 \n",
|
|
"Q 3075 4750 3515 4442 \n",
|
|
"Q 3956 4134 3956 3541 \n",
|
|
"Q 3956 3144 3739 2878 \n",
|
|
"Q 3522 2613 3097 2484 \n",
|
|
"Q 3572 2353 3814 2058 \n",
|
|
"Q 4056 1763 4056 1313 \n",
|
|
"Q 4056 619 3595 264 \n",
|
|
"Q 3134 -91 2228 -91 \n",
|
|
"Q 1319 -91 855 264 \n",
|
|
"Q 391 619 391 1313 \n",
|
|
"Q 391 1763 633 2058 \n",
|
|
"Q 875 2353 1350 2484 \n",
|
|
"z\n",
|
|
"M 1631 3419 \n",
|
|
"Q 1631 3141 1786 2991 \n",
|
|
"Q 1941 2841 2228 2841 \n",
|
|
"Q 2509 2841 2662 2991 \n",
|
|
"Q 2816 3141 2816 3419 \n",
|
|
"Q 2816 3697 2662 3845 \n",
|
|
"Q 2509 3994 2228 3994 \n",
|
|
"Q 1941 3994 1786 3844 \n",
|
|
"Q 1631 3694 1631 3419 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-33 /><use xlink:href=#DejaVuSans-Bold-38 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-31 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(301.833232 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-34 transform=scale(0.015625) d="M 2356 3675 \n",
|
|
"L 1038 1722 \n",
|
|
"L 2356 1722 \n",
|
|
"L 2356 3675 \n",
|
|
"z\n",
|
|
"M 2156 4666 \n",
|
|
"L 3494 4666 \n",
|
|
"L 3494 1722 \n",
|
|
"L 4159 1722 \n",
|
|
"L 4159 850 \n",
|
|
"L 3494 850 \n",
|
|
"L 3494 0 \n",
|
|
"L 2356 0 \n",
|
|
"L 2356 850 \n",
|
|
"L 288 850 \n",
|
|
"L 288 1881 \n",
|
|
"L 2156 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-30 transform=scale(0.015625) d="M 2944 2338 \n",
|
|
"Q 2944 3213 2780 3570 \n",
|
|
"Q 2616 3928 2228 3928 \n",
|
|
"Q 1841 3928 1675 3570 \n",
|
|
"Q 1509 3213 1509 2338 \n",
|
|
"Q 1509 1453 1675 1090 \n",
|
|
"Q 1841 728 2228 728 \n",
|
|
"Q 2613 728 2778 1090 \n",
|
|
"Q 2944 1453 2944 2338 \n",
|
|
"z\n",
|
|
"M 4147 2328 \n",
|
|
"Q 4147 1169 3647 539 \n",
|
|
"Q 3147 -91 2228 -91 \n",
|
|
"Q 1306 -91 806 539 \n",
|
|
"Q 306 1169 306 2328 \n",
|
|
"Q 306 3491 806 4120 \n",
|
|
"Q 1306 4750 2228 4750 \n",
|
|
"Q 3147 4750 3647 4120 \n",
|
|
"Q 4147 3491 4147 2328 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-34 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-39 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-30 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=legend_1><g id=patch_4><path d="M 19.296 182.6316 \n",
|
|
"L 85.5864 182.6316 \n",
|
|
"Q 89.0424 182.6316 89.0424 179.1756 \n",
|
|
"L 89.0424 130.176 \n",
|
|
"Q 89.0424 126.72 85.5864 126.72 \n",
|
|
"L 19.296 126.72 \n",
|
|
"Q 15.84 126.72 15.84 130.176 \n",
|
|
"L 15.84 179.1756 \n",
|
|
"Q 15.84 182.6316 19.296 182.6316 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 22.752 146.7621 \n",
|
|
"L 57.312 146.7621 \n",
|
|
"L 57.312 134.6661 \n",
|
|
"L 22.752 134.6661 \n",
|
|
"z\n",
|
|
"" style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_3><g style="fill: #262626" transform="translate(71.136 146.7621) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g><g id=patch_6><path d="M 22.752 172.1259 \n",
|
|
"L 57.312 172.1259 \n",
|
|
"L 57.312 160.0299 \n",
|
|
"L 22.752 160.0299 \n",
|
|
"z\n",
|
|
"" style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_4><g style="fill: #262626" transform="translate(71.136 172.1259) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g></g></g><defs><clippath id=p25c18befed><rect x=7.2 y=7.2 width=390.6 height=110.88 /></clippath></defs></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2622210348384408423bottom--2622210348384408423word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>797</td><td><div class=bar style=width:100.0%> 61.9% </div></td></tr><tr class><td title=1> 1 </td><td>490</td><td><div class=bar style=width:61.5%> 38.1% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2622210348384408423bottom--2622210348384408423characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2622210348384408423unicode--2622210348384408423characters aria-controls=-2622210348384408423unicode--2622210348384408423characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-2622210348384408423unicode--2622210348384408423categories aria-controls=-2622210348384408423unicode--2622210348384408423categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-2622210348384408423unicode--2622210348384408423scripts aria-controls=-2622210348384408423unicode--2622210348384408423scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-2622210348384408423unicode--2622210348384408423blocks aria-controls=-2622210348384408423unicode--2622210348384408423blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2622210348384408423unicode--2622210348384408423characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>797</td><td><div class=bar style=width:100.0%> 61.9% </div></td></tr><tr class><td title=1> 1 </td><td>490</td><td><div class=bar style=width:61.5%> 38.1% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2622210348384408423unicode--2622210348384408423categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>797</td><td><div class=bar style=width:100.0%> 61.9% </div></td></tr><tr class><td title=1> 1 </td><td>490</td><td><div class=bar style=width:61.5%> 38.1% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2622210348384408423unicode--2622210348384408423scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>797</td><td><div class=bar style=width:100.0%> 61.9% </div></td></tr><tr class><td title=1> 1 </td><td>490</td><td><div class=bar style=width:61.5%> 38.1% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2622210348384408423unicode--2622210348384408423blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>797</td><td><div class=bar style=width:100.0%> 61.9% </div></td></tr><tr class><td title=1> 1 </td><td>490</td><td><div class=bar style=width:61.5%> 38.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-8205560607661378323></a><div class=variable><div class=col-sm-12><p class=h4 title=first_name><a href=#pp_var_-8205560607661378323>first_name</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">1107</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">86.0%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.547573</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#pbb50970c09)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image23f307cb7d x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=pbb50970c09><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--8205560607661378323, #minifreqtable-8205560607661378323" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--8205560607661378323 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8205560607661378323bottom--8205560607661378323overview aria-controls=-8205560607661378323bottom--8205560607661378323overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-8205560607661378323bottom--8205560607661378323word aria-controls=-8205560607661378323bottom--8205560607661378323word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-8205560607661378323bottom--8205560607661378323characters aria-controls=-8205560607661378323bottom--8205560607661378323characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8205560607661378323bottom--8205560607661378323overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">55</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">43</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">13.522922</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">3</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">17404</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">59</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">7 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">1021 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">79.3%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">Elisabeth Walton</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">Hudson Trevor</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">Helen Loraine</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">Hudson Joshua Creighton</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">Hudson J C (Bessie Waldo Daniels)</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8205560607661378323bottom--8205560607661378323word><div class=col-sm-6><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=william> william </td><td>85</td><td><div class=bar style=width:3.8%> &nbsp; </div> 3.2% </td></tr><tr class><td title=john> john </td><td>72</td><td><div class=bar style=width:3.3%> &nbsp; </div> 2.7% </td></tr><tr class><td title=henry> henry </td><td>48</td><td><div class=bar style=width:2.2%> &nbsp; </div> 1.8% </td></tr><tr class><td title=charles> charles </td><td>38</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=james> james </td><td>35</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.3% </td></tr><tr class><td title=george> george </td><td>35</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.3% </td></tr><tr class><td title=thomas> thomas </td><td>31</td><td><div class=bar style=width:1.4%> &nbsp; </div> 1.2% </td></tr><tr class><td title=joseph> joseph </td><td>30</td><td><div class=bar style=width:1.4%> &nbsp; </div> 1.1% </td></tr><tr class><td title=mary> mary </td><td>29</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.1% </td></tr><tr class><td title=edward> edward </td><td>28</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.1% </td></tr><tr class=other><td title="Other values (1119)"> Other values (1119) </td><td>2208</td><td><div class=bar style=width:100.0%> 83.7% </div></td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.828285</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#pe7b0d8cfeb)><image xlink:href="data:image/png;base64,\n",
|
|
"iVBORw0KGgoAAAANSUhEUgAAAc4AAAE0CAYAAACl79PPAAEAAElEQVR4nOy9d3hdV5X3/znl9qqr3iWry5Z7707s9EJCSCMEAgSGDMwA884w9WWGgXfKyzCUGWqoCYE0IL04iZPYce9VvVi9S7eXU35/XOlKsrotB+b38n2ePI5O2/uce85ee6/1Xd8l6Lqu80f8EX/EH/FH/BF/xJwg/7478Ef8EX/EwkBVNdo7BmnvGGRwMEgwFEXXdAwGCbPZQFKSjdQUB1mZLkwmA4IgzOv6uq4TiSg0NffS3jHI8HAITdexmI2kpTkoWpSGJ8k27+v+PqBpGr19fpqbe+nt8xEOxwABi8WAx2MnL9dDRroLSRJ/312dF3RdZ3g4RGNTL53dw4SCERAEHHYz2VluCgtSsVqN/yN+oz9k/D9tOOey2BYEYU7HXc6xc+nD+Bd8Psf+vhFSYvzXhT3k2JK4I385ZsmArut0hob55vm3qHRnck/BakySzOnBdl5pO0tP2Ee62ckNOYuJqDFea7/A3y+7EfGSZ9Ad9vFU8zFa/AMIwBJ3Jh8r2ZjYrwONvj5e77hAvbcHURDItLrYmLqItakFSML/rMFwJui6jqbp1NR28eruM9TUdDEw4McfiBCNKmiajiyLGA0yNrsJp9NCarKDFSvy2LqplPR015zeG13Xqavv5slnDlNf38PAoJ9gMIqu6xiNMi6nhdzcZHZdu5jtW8swGmUOH2nkldfPEIuqlJVmcMftK3E4LFNe3+cL841vvUY0qgBgNhv45Me3kpnhnrY/L796moOHGtC0+HdRWpLOAx/eiCRO//vquo6qavz2uePs3VdLV/cww94QsZgKgNEo4bCbSUlxsGJ5HvfctRanM97np589wqnTrQA88ulryMpyz/rsfvXkQc6eawdAEAU+8/AOsrOTZjzncqEoKnvfq+O13WdoudjP0FCQSERBEOLP0+OxsagwjbvuWM2Sxdnx/j11iHPn20GHnddUsnVL2f+4ycLvA/9PG87Oph6e/sZLnNtfi6bplKwo4JZPXUv1kQb2/fYI//f1v0M2SIR8Yf7pnm/R3dKLpmpEQlEQwGgyIMoSBZXZfOKr95BXnk3L+Ta+95eP09Xci6poRMMxRFHAaDYgiiIV64r5zNcfwJnsAECJqdQea+CVn75D7bEmwoEwDredRcvyufcvbyGrKD1hkAe7h9n7uyPs++0Relr7MJmNpOensvbGZVz/4DaMZsPv+YmOQdU1jvZfJKjGUDQNXdTpi/j5lzOv0ezr5+MlGzFLMs3+fr54+Gk8JhurkvMYiob4xtk30NHpCfsBHRgbnIZjYf7h+PPU+3pZ4cnFKhvpCHkT+3V09nTW8p/n30QWJIqdqYgIHOu7yJG+Fr7vvg+30Tpj3we6htA0bdZ7FEWRpDkanqsBXdfx+yM89exhnn/xJH5/OGFExkNRNBQlSjAUpbfXR0NDD8dONHPsWDNf/PPrSU93zdhOLKbyzt5qfvTjd+jt83Hp/C0SUejp9dHT6+PsuTZqajp56KObOXOunXferQHiK7ybb1w2bRsNjT3sP1ifMJwmk8zG9cXTGs5wOMbhI03s21+X2NbY1MN996xHMk4/8Pv8Yb77/bfY8051oq1RCEL8XiIRP339furquzl9upXP/elO8vNTeP7Fk7R3DALw4AObpm1jPGpqu9h/sH7k+gIfuX/jnM6bL0KhKI89cYDf/O4okcjE+9J1CAajBINR2tsHOX3mIp/6+HY2byrlnXdrqK3rAqCsNGPOE//xiKkqw+EwUWVk8iFLOEwmjJJEjz+AQRJJslgS34k/EsUbDmM1GnFbzJOu1+sPoGgabosZiyE+pgWjMYZCIcwGAx7r5MnXQDBIOKbgtpixGo2J7aqm4YtECMUUdF1HEkXsJiNWg4HhcIRQLEaGwz7rN6zrOhoakiAB/w8bzqAvxH98+ke013Wx+Y41pGR5aK/r4hf//CwDnUOoikZ80Aajxch9f3UrQ71eAsMhfvXvz2N1mNn1wBZSsj0kZ7pJyfIAkJqTzD3/K35sd3MvL/zwTVKyk7juI1uxu22k5SZjscd/eFXVeOfpg/zwr58gNSeZqk1lOJPtDPf56Grppae1n6yidAD6Owf5zp/9jPqTzSzZVM7iDSWEAxH6O4d461f72XjrKpIzr85MdiHgi4X5Ue171Ax387+X3US5KwOA/T2NqLrOn5ZvZ0dmKZquc7ivmS+feBFVVydd59xgBw2+Pj5WvJ6PFm+YtL8/EuA/z79JmTOdv6q6jjSzA0EQUHWNJl8/Vsk46Zzx0HWdr973LTqbe5lkIS6BO9XJdw//n3k8hYVFb6+PH/98L7vfODuhq3a7iWSPHavViCiKKIpKOBzD6w3h84dRFI1YTCUUjk1paMdDVTUOHm7gRz95l55eX2K702EmLy8Zu90MOgQCEdo7BxkcDPDciyeIRBX6B/xzvpe6+u4JkxVFUamu7eSaHRVTDmq9fT56+7wTtvX1++nr85GVNfV3EI0qPPf8cd5+d8xoyrJESXEamZlurBYj0aiK1xuivXOQjo4hzl3o4Jvf2c012ysYGJz7/byfCIWjPPXsEZ797dEJk4H0dCeZGW4sFiOKojI8HKK9Y5ChoRA//tleWtsGGBoKXFHb/kiE35w+z1Mnz9IyMIggCuS5XdxQUcrtiyt46NfPsiQjnf+4/Uakkd/xt2fO8x979vGh5Uv4u13bJ13zL557hcb+Ab5yw7VcU1oEwFt1jXz51TfYUbKI/3vrDZPeia++/jZ7G5v5+107uL2qAoCIorCvsYXHj53kZFsnMU0j2WphS1EB965YyhPHTnGgvZpXPvFpzLJpxvsciPZzMdjEiqQ1wP/DhvNidQdtNZ2suGYxD3/tXowWI9FQlN2P7+Oxr/4G6ziXkmyQWL5jMQCxqMLLP91DUpqL7fdsIDXbM+G6NpeVldcsAaCjoZt3f3OY3NIsdj2wBZNl4qDdVtvJs99+hbTcZD7/3U9QuCQXSZbQVI2hPi8mc/x4Xdd58Ydvcv5gHQ/83Z1c95EtmG0mBEEgHIzQ2dSDI8l2NR/XZSOsxlB0ld9dPMWezho+VryB9amFif1GSSaqKXhjIVRdQxJEVibnUuxIpcbbPel6PiVMTFNZ5EiZsr2T/a0MRkPszKpIGE0ASRApdqbOqc+3P3Idz31vN9FQlKJl+diTbEiSNH7hC4DFPnm2/H7B7w/z7O+O8vY71QmjabUauXZ7BatXF5Ka4sBqNSFJIkpMJRSOMjwcoqfXR2NTDydOtszahq7reH1hnnrmMD09cSMlCAKLK7O4/dYVVJRl4XDEn4HPH6a5pY/db55j/4F6dr95DoMszfl+Ghp7UFUNo1FG13ViMZXWtgFCoShW6+RBra/PR3+/H0EAi8WYcBvX1ndPazg7OofYt78usSIzGmVuu2U5t9y0jKzMJAwGCV3X8fnCtLYNcPhoI888e5Sa2k46u4YIh5Upr/v7hK7rnD/fwauvnRk3GRDZvrWcG69fSnZ2ElarESWmMjQUpK6+m988d4ya2i6ef/HEpNXpfPFGbQPf2XsAu8nEpzauIcPhoMvnZ19DM6fbu+jy+lmSkb4QtzpvNPQN8M139tM8MMi9K5dSnJJMKBbjYEsr//TaWwwEQ+SVtDIYGyBTzpzxWh3hVg4O7L06hlPXdYK+8IzHGEwyRtP0LkVFUTlb18mF+i6a2/vp6vUy7A8TiSiIkoDTZiY9xUlFUQbrlxeQkerEaJAui+igo8eX74b4B26ymthwy0p2/3Iv3r6rP7u8cKiOntZ+HvjbOyhalp+4B1ES8aS7E8cNdA1xdPcZUrI97Pzw5gkDttlqonBx7lXv63ToHfDzX4+/w4X6uLsnM9XFIx/eQnauG4C3OmsIxCKcGGjlA3nLuT1v2YQY446MUl5sPc13q9/laF8LJc40HAYzQ9HglO3FXUk64jRxykZ/P1FV4dX2c5wcaJ2wTxJE1qcWsjWjZMZ7aq3txO6y8qnvP4wn0400YgAmvWGXxF51osBov3R0XQMUQEQULOjEEJARBHHk+Bi6HkUQTAhIaHoEHRVRMAM6woQWx95xTdM4fLSJl185nRgs09KcfOoT21i/tmhG8oemaUQiCl5viKHhYCJ+Nx3eePMs5y90JP4uLkrlc4/spGhR2oRYmNNpISvTzeLKbERRZM/bFxJxw9ng94fp6BxC1yEnKwlV02i52E9/v5+ubi+LCidOeHRdp7vHx8BgAFmWqCjP4tz5diIRhZraLrZvLZ/Uhq7rdHQM0dTcl9i2tCqHOz+wmox0Z+J5CYKA02lhcWU2xUVp5OYk863/ep3h4dCc7uVKoOsqoKGjIRB/53RUBAwj74yGpocBBVGwIAgG/P4Ir75+hu6eYQBEUWDnNYv5xMe2kJw80QWZlGQjPz+ZstIM/vGrz9Hc0jdFL+aOqKJyoLmVYEzhk+tX89DaVRgkkZiqsbO0iK+89hZRdW7vwEJD03Xqevup6+tnZ2kRn9+2EavBgKbr3FBewg/2H+FXJ05T6ggwEOkjyeie8Xo+ZaJ3Y0ENp6ZqfPVj30eJKsSiCn0dgyRnuJANMuFQlMBwiAf/9jau+dD6aa/R1NbPZ//xKbQZ3WTtvL7vAj980sCW1UV8YNcyqkqz5hXULlySS9mqIs7sq+G333mNqi3lWOxmNFW7ZMC6euhrHyQSjFC8omBGw9/XMUhgOEhyppvW6o7JBwjgSnaQuSjtKvZ2aqiqRm+/n7auocS2SGxsFrvMk0NbcAinwcztecuwyRMH9WSTje+su4f3eho5M9jOmcF2QmqM9uAw8gwkj+kgCyIxTaUtOERQiSa2D0aDNPr6sMmmWQ3n20/ux5PhRompxCIK+jTuTEEUMJjin5BOjA7vo1gNZYBOVO1G11VU3U8wWk1Jyjfp8T+Dy7wJiyEfTQ/jDR+gw/cTclx/iknKpjfwO0TBjMVQhI6KJFgQBCO6HsVl3ggjg2kgGOW3zx3DH4gAcdfsg/dvZMe2cgRBmPFdEkURi8WI2WwgLc0543OIRBReee1Mwp1rNErcd896SorTp2xDEARcTguffGgrx483M+ydm7Hp7BpKHJuW5sBqM9HWNkB/v5+OzsFJhjMSVWhp6UNRNMxmA5UVWbS1D9Dd7aW2rgtV1SaNBZqm0945mDDmgiBQXJROeppz2udlNMps2VTCxdZ+fvXkQRRl9rj3lSCiNBKO1RFVLmI1LkXXVYLRUyTb70eWPGh6kOHgq8TUNkzyIlzWW+nuGebg4YaE1yE/P5k7bl85yWiOQhRFcnM93H/ver7xzVcJX8GKU9U1FE1FANwWC8aRCaZRlihPS+H68hLOdE72Gr0f0HWdqKqi6zpOswmLHGeRS4JAusPO9RUlvNPQRESN8MvWH2EUZw7hhNQQBbaixN8LajhFSeSRf78PdJ13f3cUJaqy7vqlmCxGvAN+Dr12mqTUmT/W+HpibgHqUDjG6/uqqW7o5k/u38y2tSVzXnmarSYe/tf7eOnRtzjw0nH2/e4IsjH+OC7WdOAaIe+8H5irma491sQ/3//tyeeLAlvuWMOn/+3DC9uxBcAiRwoPLFrLty/s4fGGwzxSvpVUs33iDN9o4cacxdyYE3eH67rOF488w7mhznlPYkqcaVhkAx8rXs8tOVWJdl5uO8v/Of0qqWb7rNdYtq2S137xLv/xqR+QWZg2LenK5rLyJ1//yLgtOqABAgIyZkM+qh4iED0/sncsbi6JFtyWHQyG9+Iyb2Ag+CYO0ypMcjb+6CnQQRSNCAKTvobq6k4ujJtAlZZksHVrGeI8Jhpz+U6qazrp7hmbaWeku1i/tmjGcwVBIDXFwdq1i9j9xrk59aWr24tvxFNlt5spKU5n//56vL4wnZ3DaJo24d4i4RhNI6slWRIpK8ng8OFGuru9DAwG6B/wk3bJOKPr+kjKSRyiKGA2GxDFme/FZDKwdnUhe96ppq1tYE73c2UYfYdGMbZik0QbBikN0DDIOQAcP9GC3x+fQImiQGV5FoUFqbNOnkpLMigsTOVCdedl99Qky1Skp/FmbSOvXKihJDWZxRlpGKW4dyTb5UCa4fleTYiCQL7HTbrDzntNF9lT38iavBwcpvjE3W024zCb6G7L5q6tqxLx1+nQGmwmpo9NMhbUcAqCQG5xnPTRXt/NXZ+7nsLFOQiCgKZqDHQP03iujRXbK6e/BmCQJZLdNgpykslKc+F2WjCbDGiaTt+gn1PV7TS19hEbmQFe7Bzkh79+D4/bRlVp1pyNZ25pJh/78l0M9XgJ+kLEogrRUJQf/vUTBLwh5m7SLg+uVAdGk4G2ui4Wbyydtt/uVAcmq5GsRWl89tsfm3Dc6XereeabL6PM0S32fiOqqqxMzuPzldfyjXNv8K3zb/E3S29IrDw1XacjOIyma2RZXQgINPj7aPEPkD4uRhlntcX/g7grRtXjv79A3FQJgsBSTzbpFie7Oy6wOjmfNLOD4ViItzprMIoS61ILZuyvIAjc+6XbURWN3Y/vpeV8Gw6PHUmebJRcKRMHZ1UL4o+eBURsxnKMUjqB2PmRHotoeoih8F4UbRC7cRlRtRNdjw/mZjmf/tBrKNpQwp3rjRzGKKVjNZQy/l08eLgBVR25qiiweWMJjqsQb62p7Zrgbl21sgDzHJjbkiSyfGnenAynrut0dQ3j84URxbibtGhRGgaDRDgSG4lzxrDZTInjw+EYzc29AFhtRgoLUnG540zpYCBCR8fQJMMpCALWcRwDVdUI+CNTrk4vRUF+CulpzvfBcApElTbCsTpEwYrFWIWmB/GG3sBsrMRsKMYb3oPdtA5ZjHMrzpxtS5xtMEgsq8rDYJg9tpySbCc3x3NFhlMUBO6squTi4BDPna3mr55/lVS7jXSHHYfJSI8/QEy9uqv06SAIAksy0vnk+tV8773D/ONrb5HusJNqt5FkMROOKfT4/GjeLHal3YJBmvmZHR88xKGB9xJ/XzVyUG5pJi/99B2u+/CmCSvOjTcvn/G87Aw3v/j6g6R6zMiSAdBQ9QCy6EAQJHQ9/tLvP97Ifz32Dp298RlxS8cAz+0+zaKcFOy2mRlSo9A1nXAgTEp2ErIx7g5qr+9CB6xO85SD5UKifE0xyVlJ7H5sLyuvWUxKtgdREtFUjXAwgtlqQpREUrKTKV9TxPE3zyKKAmWrixAlkWg4xtHdpwGdxeundz8mKOYCiRXc6La55vCNHjvVtWY8d8RsbExbhCDs5P+e3c1XTr3El6qux2O0EtNUnmg8zOsdF0gyWnEZLbQGBohqKo+Ub01c51j/RXZ3XKDO14tfifBYwyFe74iv5NwGK19YfC0C4DRY+NKS6/iPc2/wyfceJ9PqpCfsJ6RE+cLineTZPFN1c8K9nttfS/3JZr70s0dYtasKg3FqYyEIY89PQCbNfhcgoGo+rIZSVD2IUcukMOlvAUi1fQBV86LqcbekqoVItt4AgMVQRKp4O4o6gMVQgqaHsBrLUTUfFkMxo4ZTVTVOn2kd1weBlcsLZv0d5gtd12m+2DfBPVlRnjWncwUBcrKTMBolotGZJ3ThcIyOziEURcVkkklPc1FYkILJJOPzx1NMAoFIwnAC9PR6Ewzf0pIM3G4rnhFynD8QobVtgOXL8ia0I4oCWVlJmExyghBTW99FZ9cQ2VlJM34HNpsJ1yyx4IWAUcrGad6By3oTqjqAxbgYo5SFqvtBVxEwkur4BFGlFVG0o2k6dQ09ifMNskRx0dzCNVarkbRUJ6IozMqsnglJVgt/f90O7l5exb6mFur7+hkMhujxBxgIBGcMuQUi0Sm3j40xk3+Tac+ZYpvFIPPhVcvYWVrEW3WNVPf00usPcHFwGG84TDAWwyzPLYXPLjuxy2PeqqtmOG/62DZe+unbPP3t1wAdURJZua2S1dcumfE8i8lAcvIwg5G9GCQnMXUYHY0k8xqshjgJRpZEtq2NG4qvP/omg94gug7n6jtp6RhgccnMDKlRtFxo5yf/8CQlKwtJz4uzNE/sOUd7XRd3feGmy87PG+wZpqu5l7a6LoIzxHkWVeVy40Pb+fXXX+Cbn/0Ja69fhtPjYLjfR1tdJx/8sxvJXJSGKArc8afXU3+imUf/9tds+sAaXMkO2uo6eevX+1m8oZQ1N8Rz5HRdpyNUjd2QjKrFUPQooONXBlG0KMWOdah6lLbgeUySnXTzIgYi7fREGkkzLcJpSGUg2sZgtJNMSyl22UNL4DSiIOCQUzGKZnoiTYBAjqVizs9EFAQ2pi7ir5bs4lBvM82+fjzJVoyixIPF66h0Z9Lk6yOkxlibks9yTy6rkscGv2STjRxbEr1hP5IgYhLlRGqJWTJMaGddagH/uuoDHOhtoivkZU2KmTUp+SxLypnTb/r0N14kNTeZdTetmMSEng6CIGIxLJp4z5hxSesSfxulVJDG4nUWQxExrX/kfAGznAMjLjgJCwZpspEfGg5OiB2aTDIZGTPnYV4OolGFoaHghLy+rEz3nM6Nuzhl7HYzAwMzpzv4AxE6OuO5kSajTGaGK65wlOqgr9/PxdYBfP4wqalj3odz48hKFWWZmM0Gkj02RFEgFIrR0TmIomrI41aSgiCQl+OhtCQjsUo7f6GD3z1/gvvvXZ8wvNPdzyjh6moqlIqiBbOxNP6HHB/rDHIm44d2o5yDceQd8fnCeL1jJDpREmeNW49ilARlMEhXxKwVBAGjJLEkM50lmRPZs2/UNvAXz72CKEyeYutA08Ag4ZiC2TBmhjRdJxiLJeKRl6JpYJCwoiTyOxPnROPKT5f+5pIgkOVy8sDq5ROuU9PTy5deeJ0un29OY0KuNR+HPPZsr5rhdHps3PP5Gxns8RIORrA5LbhTpw/Ej0JHJRBrRBRMBGPNBJVW0izXomoTP0BRFFhWns2yimzePhRPgu7q9dI74EfX9Tk9DKvDTFpuMvt+d4TB7jgrzZXi5JaHr+Wmj++4zDuHY2+c4dlvvsJwv4+hHu+0x0myxE2f2IE7zcWbv3qPp//zZWKRGLJBIqMgDe+AP0H4yavI5pFvPMjLP97Dc999nZA/jCPJxsZbV3HLp65NpM/o6DT6j5FjW0xY9RNUhhEFCavkos53iCL7GoZj3QxGO8m3LUNAwCiaqfcdIcdSiShIyKKJpsBx8qxV9ISbGI51YxKthFQ/IhIhdZiAOkySMQuY+6AtCAIb04rYmFY0YXuGxcUtuVUznlvoSKHQkcLalAJqvN3cu2g1my65zihEQaTYmUax8/LIUrJRpvpwPT/66yfIKs7AYJzajWOymtj1wJYp37WZBtix+C64zGvn1bdAIIKmjl3bajXi9YWQQ5frHRFwOsyT3JXRqDLBTSsITFj1zQZZljDNwJ6H+DMKBCJ0dsa/PaNRJn2E4VpSnMGF6s5Eash4gtB4lm9ZWSaCAKmpTkwmA6FQlO5uLwF/GJdrotBFWrqTnddU0tTch98fJhZTeeGlk1xs7WfbljKWLc0jM8M1ZdxTEIV4vPkPSNk7GIxM6I8siVitc5voQVxNaCFUgqKqiiyKk4xjTU8fmq4l4ooTodM8OMSBlotsLxpLT2seGKQ/EMQsy7imEEfo8vp5q66RmypKE9vah710+3wYJBGPdeJvrmgaAkxQHwPo8vnpCwRwmU0TDPR0361ZtJBpGbv2VTOc0XCM3U+8x+u/2o9vMEBGfgq3P3wNq65dgsE4c7OK5mMwfIws+22oWphArBGTPHkQdDks5GWNzcqjMZUhb3DOhjMtL4VP/duHiYZjqCOqF5IsYrKYEmzJy8HmD6xh9a6liR/BaDZOSzAxWU1s/9B61t+8Is7gHOm7bJAwjctfEwSBirXFLFqaRzQURdPiq3iz1YjhEt1RHR1Fi6BoUWTRRI6lnJbAafxKHwgQVUOYJTtOQyqiIOIwpIz8nYYgCCQZsrBKLuwGD93hRhwGDybRRlDxkmeros53gP5I6wjZ5f3FIkcKxY5UjOLccwTni4//8z189ws/Z+9vDs34HrlSnex6YMuU+2JqO239nwZdQRDM41y6RvJSn0AQZC4nhh4MRicIBQz0B/jkp38ypVtrLpAkge/85wNkX5L7GI2pKMqY4TQYJERxZsbueAjCxNn/dBj2hugambSazIaEUtCSymyef/EEAGfOtbN1c5wDoCga1SNxOYfDTM6IfF1mhgurJW44O7uGGR4OTTKcBlnihuuqiEYVHvvlfnz+MNGowpGjTZw+04rRIGN3mMjMcONyWrDbzVitcQZyfX33VV1tXg5CoegEH6VxlnH1UsiyeMWqV7qu8+jBYxxqvsg1pUUszkhDFkUOtbTx5InTmGWZVXlTeXoEDKLI1/fso3lgkFU52XT5/Pz6+Gl6/AG2FRVQmpo8qT2n2cS33t1P6+AQ6wvyGAyGeOb0Oer6BqjKTKMqc8xO6LrOnvpGfnb4OOvzc1mRk4XbYqahd4CfHzlBfzDEzZVlE44PqgEa/LVU+87hV4ZxGtwsdi6j0FaCSTQl7uOqGc7Xf/ke7Q3drN1VhapolKzI582nDmI0G1g5IiYwFQQkUq07yLDfjICM1VCApscwyxmTjpUkEbNJnjATDIwalTlMpARBwGQxztkdN1eYrSbMVhORYITqo404kmwUVOYgSFNT+AVJiK8YZyHyCqKQuPa0xwB2OQlvrI+YFibbWo4kGLHJbnKtVei6hk8ZYCDaRleonlxbJYPRDuyGqWN/mZYSzgy/ia5rWCUXoiBhlhxkWcowizauTHdk/jCIEl9beTsm6eq8uoIgsHRrBf/5zj/SXt+Ft9+HElWZKopimGFFFSd3rECWUrEaVyEIcY9A3Gl1+bN8wyU5y9qISMHlQpKmjnGJl6S1jF/lzgWjmrCzHdPU1JtY2aamOBKCChUVWciyFM/rPtua+L4vtvbj88fvt6gwDbM5vprJynJjsRphIEBX9zBD3hC5+uT5hNEo88E7VpOXl8yrr52htr6bzs6hEak9BZ8/nFgBXx0snPEVRXHC3Gu2530pFEVbkMmAqmn4olG+/94hhsORuPC/wUC6w84dVZVcV1o86RxREHhk0zoa+gd4/Ogp/mPPe6iahstiZn1+Ln+2dcME6bxRfHzdKvoDQX5z5jzffe8wMVXFYTaxLCuD/7VjM3bTxLFR1XQMosTTJ8/ywwNHiKoqRkkmxWblxopSHlq7MnGsX/HybNsTtIUuMhQbwGlwY4sOcmzwEKuS1nNr5gcxSfH386oZzgtHG7n7z66n8Vw7AW+QddctJegN03S+fVrDqelRfNEanMYlI/EEDV/0AinWrVMeP+U1riDQPROG+33UHGlgqNeHt89HUtrsLsq+jkG+978ep3BxDp//749PWEFePQhUurajo6NqChbZga5rCJYSCmzLkQSZNHMhRtGMyxiPSVglF27DWHyiK1yHOkK9tkhOlrp20RGqQdVjGAQT2ZZycq1LsEhOAkwtFGGSZB4u3UyS0bLgRs5uuLrPURDiE5mSFYWzHzwNNG0YXY/gsT+EJM4t7jQXWCzGGVMo5gtxChcbgMEoTVD+UVQNdWSgncsqRVW1WQUQNE2nvmEsz2+8O9blspCdnURLSx9t7YMEAhGcTgt19d0JA1FYmIJpZJWVmuLEYYsPasPDIXp7vdP2VRAE1qwqpKIsk6aWPhobe2ltG6Cza4ihoSA+f4RwKEosphKNqcQuWX1fCeYqCjEXWC5xy8YUFU3TkaaYoE/XlysdLwVB4DOb1nJDeTGtQ8MMhcKomo7VaCDL5aQyPRWTPPH7X5efw9/v2s6WRfncVFnGrtJiOrxeFE0jyWKhIj2VTOfEVURVVjp/u2s76/JySLJa2F5cSNuwl5ii4rKYKUtLIdc9cUwWBIHryopZmplOQ/8A/YEQUVXBJMuk2+2UpaXgtox5g44M7qc/2sv9eR/nuY4nqXAsZbVnPY2BOl7q/A3F9lKWu6+y5F5qtocz++vGXJ6CgCxLM+aa6bpGl/9FOnl+ZANEtYF5Gc4rhabpxBSV2qYe3jveQF1zL30DfqIdQyiH6lHCMUK+MLlLctE0fcaBxGg2kpabTHJWEoIoJipZRGMK7d3DnK7poKW9n/buYbz+EOGogqpqWEwGXA4L+VkeqsqyWFqWjdNhRpZmd60IgoBZGmF/jY57ArjENBRVY9gX4XxdkGPnhmhqa2JgKICiaiCHSXMNkJXmIjNboqp8C6FwLF6SSrKTa1uMpqtIggGHYWq5O4jPJEVBQBZEtqWW0No1yK+eO8rp6g56B32omo7HZaWyOIMtq4spyosPfnMZjDVNJxJT0EYGTkEUMBnlGathTDh/JJVhdJYtigIm4+RcPl3XQY9fP7FN04mEojSfb0OSBDIXZWBzWabvtyCiagPElIsgF1zyjC6/9JbTaUYeZ9CMBon//vZHMBjm9ik3t/Tyox+/mxArt1iMiFO4VE1GA8ZLYrv9A34KCqb/7UcxKpkXDE3NgByFpunU1o0ZzqJxAh4GWaK8NIOWlj6iUYXmlj6qluRQP2I4BUFgUWFqoo9Go0xubjIXajrRdZ3Gpl62bi5DnMalLwgCDoeFqsU5LKnMJhJR4nFdRUNVNTRVQ9Pj37euweO/OsAbb527YkPjuwLvwKWw20wT3l1V1RgeDuLxzJ6rPBpfXogJgSyKlKSmUJI6+7sBUJqaQum4Y9fm58x6Tn6Sm/wkd+LvVbnZrMrNnvU8cYQclOWaffJ6bvg0i13LKbQVYxCNGEUjKaY0kozJNPhrOec9PTfDqWt+dLV91gYBBDEFQRrzSd/6ye388O+eor2xhzsf2YWuamiaRvElNPGJN2mi1POl8T2gJ/jWnNq/Uui6TiSqcOxcK8+8coKjZ1pQx38kug4rxvp+LtnOiwdruGFrJVlp7ilDTCnZSfzT019IuFOiMZU9B2v59UvHqGvumZVocOBEE0++fAyPy8r1Wyq5ZccS8rI8815xqJpGd6+Xtw7W8tvXT9HV653SYdQ0zvEqSyIFOcnsWF/K7ddWkeSyjiZMzgijUcZokGjrGuKpl4/z2t4L+IORCcc0AkfPXOSJ54+yfV0JH71zPQXZnlmJCl29Xv7P91/jxPl4OkZ2upsvf+6mObOoB4YCfPQvf8GQL85KLc5P42tfvJWcSypwBIaDnD9YR/naYpweezw143wb3/3Czzmz9wI6ULGuhL/88Z8kqtdcCllMxWpaT9fQP8Sl98bFOPNTn+By56w2q4ncXE8iLqhqOgaDTH7e5HjQVBgenihlOBUxCOLxr4wRosyosWi52M+qlQVzamdoKEggEJnxmEAwQsvFUVYxlBaPeT0MBony8kxe2312xMB2UVaaQfPFPjRNx+OxkTGuMo0gQElxesK41dZ1oSjqrDmNo0pLFosRywwhG7t9IbwccYO+Yf1k1+XlwGQykJnppmEkJUVVNdraB+dkOBVFo3/Af9XVkP4nQdXVSSEKAEmQcBncdITG0sBmNpyx88S8/3tOjcq2h5Cs9yT+Ts5w8/lvPUhbfTfJmW4kg8TWO1ZPObsdxcQalTrBWCsOY9m0xy8kojGVX714jN++fpK+wSkid5c8zN4BPz955gDn6rr4xIc2UFmcMemBC4IwwdD4gxFe31dNbVMPc4WuQ/9QkCdeOMqZ2g4+dc8mVlTmzFklRlU1jp9r5Re/O8ypC23x1eUcoKga9S291Lf0signmW3rZpapG4XZJNPePcwLb53h4MnmWdt480ANnT1eHnlgC8vKs2f2SIxoC49OOC4nPqPpzHi+ruscfuUkP/+np/niDz7Fsm2VhAMRdj/2Ds3nW9n1ka0EfWFOvHWGl374Bg9Po9YkilY89odwWW9H1Xzj9giMuQLmD0EQqFqcw5GjTYn+nr/QMWfDOTQcJDBuIjOa2zhVO/l5KRhkiciIHu7Zc+3ccfuqWXlIl7pgp0NjU29ixWO1miaUNxNFgZysJOx2M4FAmIbGXrp7vAnN2NQUxyRZuaJFqYm+NTb2LqhRiHsqxv6WLyPHW9fh1JlWPvTBNfMm8kwFQYCSorSE4YzFVGrrullaNbt29bA3mBDuX2goUYWei330dw7Q1z6It99HNBwlGooSi6rIBgmr04Inw01WUQa5ZVmY7ebL9sIsFAptxZwdPkmhtZioOnHSNxQbxD7XdBRBykAy34QWO4oeOQhiGoKUA1Pp+gkTGWxPffNVLhxpiNO4x23f8aF1bLl99bRt6rqON3KOqNZPVO0nrHSyyP0ZBOHqsShVVeOJ54/wy+ePEByR5RIE8LhsLK/MJjfDg8EgMTAc4ExNB/UtvSNuWjh8qplwJMYXHtpBcf7MUlfjIQjx+FJ6soOivBSy0l04bGaMBolQOEbvgJ/z9V00t/UnkojP1nby6NP7+auHd1GQ7Zk9tUfXOVPbwb//6A06eoYSH74gxHPmSgrSSE2yYzTKRCIxhv1h2ruH6B8KoKojbmiYRTd4IgaGg/zit4eoa4kru9itJpaWZVOcn4LZZGDYF+LImYs0tfWhjxixCw1d/OjJ/fz9n95A5hxSlq42Drx4jKR0N2kjub2D3cNcOFjPTR+/hru+cDOxqMI3H3mUE2+fn/Yauq6g6QFkKQ1ZGnNBDgefxygXcCWqVJs2FvP4r/YTjcZjVO/tr2XnNZWzrq4UReXixX684/JAi4vSsJinXmktWZyN0SQnDOfpM60MDwdJmqUSj6LERehnQ23tGFM1N8czof+CIODx2MlId1LfEE9JGd/3lBQHyZesrAoLUpEkEVVVGRwK0tPrTZCNrgThcJSBwUCir7IsXbbha2zq5dyFDpYvzV2Q93zVygJeff0sEDecp8+2cvONS2dcPcdF8r0J2cKZjhuP0TzWQDjK2YvxiVFZdirukdjy6P10NffwLw98m+E+LyF/mGgoiqqoqErcBS5KIrJRxmwzYXfbSMn2sOXOdey4bwvOZPuEa72f2JJyLXX+CzzW8kP8io/lSfFUsYgapi3UwpaUaxPHzvzrS1kIhmUQeQPZ9U+I5ltBmO4HmfjRFlRkcfzt82y6ZQUpWUmJlURu6WR27HjoaITVboKxRlympUTVfq6m9J2qauw5WMszr51MGE2b1cgHdi7lvltW47CbEzlA+sjxB0828eOnD9DYGncbnbrQxuPPHeELD12DyzH9zEkQBNxOC4tLMtm+roR1ywrITncnaOECI7eqx19aRdU4dKqZnzxzgPqWPnRd53R1XOD+oQ+uxzhLXKulfYCvffc12ruHEttyMtzcvH0JN26rxO20JNrVYcSQ6Qx5Qxw/d5FDp1qobuzCOAcJr1F0jLgQZVnkmvWlfPTO9eRlJiXcyzoQjsR45Z3zPPa7Q/QNBtD0+DP87eun+PR9m5HnSG64Wmg6c5H8yhzScuKruMBwEO+gnzU3LMM+YjQy8lOnFNzX9Si6HkNRexjw/5xU119M2D8ceAqn5UauhFmblZnE5o2lvPX2BSCe1/je/jq2bC6d1t2t6zodnUO8d6A+4XpNSXGwbGnepFjmKAryU6goz+TwkbgRHPaG+N0LJ3jgvvXTxlQ1TePAoXqqa2aWctN1nQs1HYnJ3KLC1EmklmSPjeysJOobevB6Qxw/2cKwN4QkCWRnJU0yijabiazMJJpHvpUL1R0T4qbj21YUbU7pGLoej8OOl9tLTrZNYjfPFQMDfp56+hBpKQ6ystxXbCCWVOaQk51EW3s8Zn2hupOjx5rZtLF4Wu9NJKLw9jvVdHXNzh5u7Oqn3xdi+aIsDJJIdVsv//LMW9S09SIIkJnk5KsfuYHK3LHnHA1FaTnfRiQ4tateUzWiofgK1Nvno6O+i3Pv1fDiD3Zz79/cwcbb1mD5PaxAk4wePr3o85wePkFnuI0cy4jgjmDgk4Wfm4cAgtaFGvgxgmEVouXuea36Dr9xhgf/5rYZpeCmgoCEzVBAMNaIL1qNSUpFmKaE1EKgo2eYZ18/yeBI7MdmMfLAbWu5/7bVU9YTlCWRrWuKSXJZ+fqjb1Lf0osO7DlYy5ql+dy8ffpUG5vFyEc+sJb0ZAcWs2HWF0OWJbauKUaSRP79h7vpGwyg63DgeCP337J6RsPpD0b45fNH6Owd+ziK8lL44sevZXlFzozutvQUBzduW8z1Wypp7x7CPEsi+1RYv6yAL378WtxTSJXZrSZu31mFpmn88NfvEYrE0IHn3zzNLTuWkJ89dWrM+4VIKIYkSwlyUFyUQsZsi3/MsUiMoV5vosj4eASjxwmGD+Cw3EAgcgB9+N8mXjtWd8X9MxplbrxhKefOt9Pd42VwKMivnj6ExWpk9cqCKY1nX7+fJ585kjBooiiwYlke5aWTQwzjcfstKzl9po1wOIaqarzy2mnycj1s3lg6ycU7uuL5+WPvzUqiCQajtI8M9hA30pcO9A6HmawsN6IoMDQU5NjxFiIRBavVSEFByuTQiChQtCgtUS6ruqaTW25aPqltTdN57oUTJCVZKSvNICvTPaWR0XWd3l4fL758is5x1X9KitIn6N7OFQ6HmbRUJ0eONfODR9/mrjtXUzmSdnNpu5GIQkfnICnJjmlLvwmCgNttZdvWcp58+hCKotHX5+OZ3x4lJdlOeXnmpGcUDEV5c895Xnn19Kz9jSoqv3z7BL3eAIXpHqwmA88fOke/N8hdm5YiCPDW6QYe23OMf3nwxnk/j/FQFZWW8218+5FHaTnbyt1/dTuOpNljtQsJQRBwGFxsStk+YbskSniME4lPM8c4lXb02Dkk28eY7ww5FlHo7RicMo40W3UFqyGPZMtGYqoXl3nZvNqdD1RV4+SFtkQtSYA1S/O5ZccS5BlEfwVBYElJJndet4xv/mxPPFlc1Xj21RPs2lSeoMhfCpNRpjBnbrGo8W0tr8ghxWNPxF5bOgYTAvdTQdd1ztd1cvTMxcQA5rCZ+NQ9m1hekT3nXHlRFMjNTJr9wEtgt5r46J3rcc3gJjMaZG7avpi3DtZypia+cvMHo+w5VMtH71j3e3XXulId9LYN0NPWT3peCqqqIUpxUQpd12k41UJrTQf3/+0dk841SJlYTasxyFmkXbLaBAhFjlxx/0RRYEllNjdcV8Wvnz5MJBKjtraLb//3bjauL2bNqkKystyYjAYGBwNcqO7gvQP1HB9XvDot1cldd67G4ZhZg3XZsly2bCpl95txwfbeXh8//PE7XKjuYPOmUtJTnei6Tmf3MIePNLH/QB3tHUMYDBIGg0QwODWztr1jMEEeEkWB3JzJpDdRFMnPS8ZqNeLzhxOxWbPJQGH+ZAanKMTjnG/uif9dW9c9qbIKQFNzHz97bB+iGF+5LipMpbIii7zcZDweG0ajjNcboq6+mzfePMeZc+0JUX2TSWb1ykKs81BRGkVOtocH7tvAN771Kvv219Lc0kdlRRblZZmkpzkxmw34/GHa2gY5f6GD3j4vD310C+vWLJr2ezCZZHZsK+fwkUbq6uPu0zNn2/jGt19j17WLWVqViyfJRjAUpbmlj4OHGjh4uIFAMIrNZiISiU0bC44pKscbO7huRSlum5meYT/n23r48PYV3L15GZquI4kib52un/L8S0f+uXzRIV+I33zrZTRN48N/f9f7vvKMalHq/dU0+GsJqgGcsotSRyUFtiKkcQvHWRz1YdC9XI6rdNd9G3n0y8/wzHdeQxpnhG7++Dauu3/TtOfpusZg+Aj+aD1mOZPmoUcpSvqzq/LwwpEYr+29QHQkt8ppN7NtbTEet3VW4yKKIjduXcyvXzzGxRGtzZaOAQ6fbmbL6oVhzY1ClsQJklGRqEJsBhp5JKpw9OxFegbGSClb1xSzvHJ22vdCYEVlDnlZsxtch83MzdsXJwynruu8d6yRu29aiXWauNv7gRU7lvCbb7/Mdz77EzZ9YA3efh+B4RAn9pzj2BunefOJ91i8qYyy1ZMl/4xyHkY5DxBwWK6btH84+BwLEXowmQx86INrGBoK8uruM/EVSscQv33uOC+/ejqRuqRqGrGomohTCgJ4PHY+/2fXUVyUPuN7PlpR5O671tDdPcyZc+3ouk5Pj5ffPX+CV18/G1/djoQVIpF4OpXVYuSmG5fR0NjDiXHGejxaWwcS6Soejw232zrlcyksSMVmM+H3RxKTQJvNREH+5AmoIMRXnKOCKINDAbq7vWSO09jVdZ2XXz1NMBhF13Wqazqpqe3izT3nkWUJaUQdSdPiKTXhyMRSZGtWFbJxQ/GcU6DGIz3dyYrleXz0I5v5yc/30to2QFv7IHveqR75veJ8AkUZy4E9fbqVlcvzp42pCoJAYUEKD9y3gW9/9w36++OSo/UNPVy82I/RJCOOpMIpsfh7oGk6ebnJbN5YwutvnKWvf+pcbFXXGfAFSXfbkSWRYCTudViSn4EkCkgIuG2WCc9C13UUQHWY4z+CLEKqC7nPhxiNoas6qqpOW+MWIBqO8uIPduNKdfKBz940reraQiOshnmm7THOe08jICIKIpqusbfvLTYmb+eGjNuQxfjvMLPhFCwgOtGVC2Daxnw++CUbSvja05+np62fWHRMRDglKylOrNE0pEkuCo1ArJFQrA2znIFZzsQfrSc+d1l4wznsD3O2dixO5XHbWDKPsmRGo8Tm1UU88cJRIM7MPX6ulc2rii9XAW0SVE3j2LlWegfGXm6n3YxpmrgUgC8Q4cy4+JHNYmR1VR52q+l9mb1VlWVhMc3uigZYU5WP0SAlJi9D3iDtXUOUFLz/RblHccunrqXmaAPnD9Ry5PVTianz9774i8QxTWdaqT/exH++84+XnD3zPac6v8iVsGoTrQhxA/Knn7mG1FQHu988R1v7IKqqTbvKs1iMVC3O5t6717Fsae6c0poEIV7w+bOP7OTnj+3j6PHmhIG8NN1EFAVycpK4/daVrF+ziH/9+ktTXlPXdVrb+uOSccRXv3a7ecpvJjfHg8tppbt7jAFaVBRXDJqqr8nJdtxuG4ODASKReP7neMOpaTqVFVl0dA7S1NRL/4AfVdUTykHTwekws3bNIj76kc2kpl5erd70NCcGQ1z2zyBLPP2bIzQ1x/NUp8t4PX22jXAkNiMZSRRFtm6JZx889sR+mkeKfEdHBBzGQ5YlFldm8uADm4hGYrzy+vQuW4F4HqSixov5KSMl2Kwj37Y/HKGhq4+lBRN5K+3+EGUf2kBM1QjoOuVJdiwGiQyriaAvzEDXIL0X+2it6aC3rX9KIxr0hvjtt16mYHEeq69fPuW7qusqICZIS6Mf6lShvdH98TFp6vf+YP9eGgN13Jl9PxXOKiySFb/i5czwSV7vfoFsSw4rRghDs7Bqc5Bsf4JomHsVjFEMdntxpTpYtGQyNbqvY5D3XjzO7Z+6dsJ2HZ2w0okkWohpXrRYFJux8KrFOGsauye8WB6XlfSU+am8LCkdK7WkaTot7QOEIzEsCzBLUlWNfccaeOx3h+kflyJTVZY1Y3wzGI7S3D6OzJBkG8k1vfpG0yCLpKc45iwe7bSbyUh1cnEkIT8YjtHZ6/29GU5BEEjNTeYL3/sktccaGe73xwUXppggm2yTB29VCyAIBsRpSHQx5SJGuZCFmggaDDJ337WWlSvyOX6yhVOnW2lp6WdoOIiqathsJpI9NoqL0lmxPI+VKwpIG1dpZK4oKU7nzz93HfsP1HP0eDMNDd30jTwbmz2uGbt8WR7r1xZRXpZJR+cgoVBs2uutWlmAx2NH1+MGJdkzNVPXYjHy0Y9soq/Phz4ioTcV4WcU6WlOPvsn1+DzR5BlcZIGrySJXLujgjWrCqir76axsZfq2i7a2vvp6/MTCEZRVQ2TUcZmN5GdlURRYSqLF2ezemXhvFm6N9+0jJUr8tF1qCjPRBRFRFHgul1LyMtL5sDBes6ca4tXgfGF0PW4cH96mpPCglSqluRMG/q5FJs3lZCV5ebAoQZOnGihqaUPny+MIECS20ZhYSorluexcX0xuTke3tpzAXWGkI8kiqS6bOw738SywkxC0bh4SEzR6Bjw8trxGvq8AT5785gHUdchouoUr1xEVUU2Z2u7KMpPISfDnRgrNU3D2+ej/mQTe589xDtP7ycwFJzUfl/7AE/8n99Qsa4ExzgGta5rBCJHiaoXMYgp2M1bUbQBhoOvYDOtQBSsaHoIWUwmpvVhkgsYDr6MIEjYTBsAAV94DyDhsuxCEuNl5c55T1HlWsnKpHWIIzbHaXCzIXkrTYE6znlPzc1wIqYj2R4EDPM2Xr/9/hvc8/kbsbutk/ZJksh7L0w2nIIgkmRegz9Wi4CERc4dqZLShiQYpxR6vxI0to7RsQUhzjidizD1eORlJU3QyvX6wwx5g1jM8y/1NJqjGI0p1LX08uyrJzh8uoXhkQ8K4mohN2ypnJawo49ol3p9YykHLoeFZPfMKQQLBbvVhMM697iEKIpkpbkShjMaVRgYer8VcCf3KXNROpmL0ifkjV6Kqe7QF3oRo1yMxTh1bH4w8AQ28xauhFV7KQwGiYryLIqL0rnx+qVxubgReTxJEjEaJKxWEzabcc75v1MhJdnOLTctY/vWMgLBKLGYgq6PaEabDTjsZkwmOeHqnE6VRhAEqpbkUjXFpHoqbJyHYIDdbuaaHZUzHiMIAi6XldWrClm+LI9gMEo4HCMaU1HV+HMTRSFxX1ZLXOj9ciaea1ZNLdsoigIV5ZkULUrD7w8TGik0oRN/niajjMVixGqdu8SiKIoULUojLzeZm25YSigURVHi1UFkg4TVYsRuNyfYxDFFnTHVzGiQuH5lGT/efYTP/+h5EGDAF+IvfvICIDDkD+G2W3jjVB2L8+JEOUGAxcUZlBamkZJkpzAnhQFvkMLcsZi0KIq401ys2rWMinWlFFbl8tO/+zXBcWPWKC4crOXlR9/g7v91+xhZT+0mojRgNS5DEt0AhKPnkSUPRrmAUPQsqjYEskxUuUhM7UIQZKymVUiiE0GQEQUrgmBEFMe8BxEtjF22T6ozLCBgk+30R8bsxcwrTkFiPm4lXdfpbR/AYjfT2z5Ab8cg4SkoyS3VHYl8nUs7KAomzHImvYG36Q3uwW4sQ9VDOI3lmFhYwzkwTkVFQJiSATobLCYDZpOB0EgqSzSqJtJa5gpd1wlHFLr7vJyr6+SVd89ztraTaGyi68hpN3PPzavYsKJwRlfwwHBgwgJJEkViqsrwFC/mXGE0SJjn4H41GuVpy3BNBVEEh31sFq+o2ryf39VEXFlm7scrah/ByCEC4Xem3B+JnWchhb7Hw2CQ4nUlZ8mzvFwIgoAkxY3OpZVHLsWIauEfPGRZwum0TMtcvZoYrVtqMi0ce1QQBIxGeVKO61QY592cErIocs+WZbhtZvadb8YXipDtGVsQZCbFjU5DZ/+E85wOC/uPN3Ey3MaS0iyWlU8tjScIAjaXldv/9EbCgQiP/dPTRC/59jVV48Xv72bNjStYVJU/upVwrJ6I0oiqDpDu+iKqNowgmBBG7FVM7UYWPYCOrkfxht7GF96Hw7wNt/WWEQNqQhTGFiCLbCWc956hyrUSjzEFg2AgqkXpj/ZS67vAyqSx2roLqlWrazov/eQdKtYsQjZIPPmNl5EvGUQFQSAUiLBrRoKQikFyo6MQUtpGilhPPXO7EvjHx2iEuBGcDwRBSOiljhrOmDpGxJgLYorKifNtHDzRxLFzF2kYkRSb2A4U5aXyweuXs2tT+axU+EvjGm1dg/zo1+9Nor3PB8src7jtmiWzGk5JEue5ahcwj3NFqZo2r+f3hwaraQPxkmHT4arJQ/8Rf8SCQhAEHBYTd21aygc3Vk2UIJ0Bdc09NLb2UlGUyduHainKS5k1dHPLp3ZRe6SBvb85NGlff+cAe371HjklmRjNRgxSGi7LTlRtGBCRRAeKNoCmhzApBYCOovYQE5MwyvkY5Xw0LYwoSFhMK5nO27MxeRtNgXp+2fIoudYCLJKVgOKnOdiAXXawKml94tiZ01ESU5Lp6/DpuoIePQRiMoJcxq77NmJzW8ktzcQ3hd9aEMBiN5NVON3qUUfVQ5ilNJymxZikNMQZB6LLx6X3dLkVdsafJzB7acRR919Tax+/fukYR89epHfAP6XBTE1ycOu1S9i2toTCnOQ5xQ4vjYn0DQZ462DtXG9nSsiyyC07lszqYJxK63E2zPf5jT/vatRIHF/vcjZc6vq0mlZiNa2c5mgIhg9edr/+/4Cx32u0MPQooWMq8sfYbztRjnNMxWa6c2dqa6Zz/ogxXPptSXN0GRsMMt39PrasKeZipzxrOF8QBKwuGzc9vJOaYw30XKJoFIsoHHv9FNfct5mCJbkIggGbaQ2q5kcSbYCIw7wdVfdikLNRogOYjZXYTZuQRDsg4bLeAKiIgg1NDxCKnp30naaa0rkn96McHdhPte8cAcWHw+CiyrWC1UkbSBpXenGWPM4atMjbcQ1aYbr0ghhq4FEE43pkQzk5JXGGVVLqRJLNbC/5uMeIUfQgIGCUkgnGWrAZps9juhI4xws363FSzXwwWu1kPGXdMOLSnAkxReWVd87z02cP0jvgm2A4RFHA5bCQk+5i56YKdm4qw2kzz6uIsNN+5TJjl+IS2d1poajavOoCxt3U4yn/4pzJEDFFnXcNwrn055ufeRTfVHrFl8DutvHFHzw8r3cz1fWXLASr9n8q+gcDKDEVp8OCySTTP+BHB5JcVqJRBYNBIqaoGGQJRdXw+cJIkkhKsh1V0+kf8CNLIi6XlcHBeEhCEgVsNhOKomEyyYTDMWxWIwODARRFw+W0YDTK9PbH07M87stX/rkUo5NgQZifMb/c/e8nVE3jSF3brMfJksjq4rFUt8XFGSS5NuGymyktSJuQSjcdRFFg8aZyVu9axqs/eWvSIqLhVDMn3zpDbnk2skFCEGRkyZ3YH08B0xEEMW4QdR1BMCaeozROElbEQrL9AURxYkhDEAQyzdncnPVBbtQ/gI4+Ej6UEJmoMjWz4VQ70ULPI5mvB3Eaw6nr6NowAhMHMP9wEEGIF16uP91C7YlmUjKTWLq5DNuM8QSNwfAxBsOHyLDfwmDoMFZXPsJVcHElOccepo4+gbk6V/gDkQmxSJNBxjaLK/XdI/V8+xdvJ9y7EGej5mcns6Iyhw0rCqkqzcJ2mfU77VbThBSPZLeNNVV5WC1zu56maxw53UL7iHyeQFywYC4khWhUmeQqngm6rieqlUD8I5xrDmc4EiO6QHUSxyMWVehrH+BidTvRcAxPumvKotWuGRnYOqrmRVG7Mch5CJhQtSEEwcTVlJD8Q4bPH+bNdy+Ql+OheFEasZjGsZPNSJJIZVkWHV3D5GYn0dE1RHamG7PZSHVtJ2fOt/HFP72Onh4vb75zgbKSDPJzk3ll9xlSUxy0tg+wdWMpnd3DLC7P4tTZVpYtyeOFV09SkJdMWUkG0ajKgcMNZGa4WLksn6QpSIvzhapotLf0Mdjnw2wxUrI4m8aaTgLeMO5kOxm5Hi7Wd9PdPkjJkhySUuycP96CIArkF6fT1TZAeo4H/3AIXdNxuC0013UjigJlS3Pp6xrGk+akq3WAjFzPZYkuXAlCUYUvP/E6A/7QjHnjdouRvf/6SOKt7h3wU9fcg1GOLyLWLM2f9tzxsNjNbP7gOt577gjDvRMF6DVV4+2n9nPtR7bhSJpclm98mokoGGf8xARBQpYmq5N1hzuJadMvnsySlRRTvGZswhrFaxAOxo2glI0wQqfXdR+61g/aNIOEFkTXJ6vs73/xBEnpLrIKU3n1F3ux2M2cPVCHpmlsumV6VxaAJFpIsW6lP7gXBBAWkIE4Hovyxpheuh6X3xud7c4VLR0DE1aMSS4bbuf0H+WgN8gTzx+dYDSz0lzced1yVlflUZCTPC9t2EsxmrSemeqipSOekpLisfPAB9ayKHey2spUiMVU/vY/nk8YTlESsVnmlgMaCEUJBKOJWfhsUDWdrnFVGkwmAylzJLcEQlGGvCHmWlwZLnHXMfn7EgSBh75yD8/992uIosjOB7aQX5GNPMUqeKpto1A1PwO+nxCKnsBqWkey4xFUbYAB3w/JSPoaVzPWqethIuG3iEb2A2Cy3ISASDw1XUAQLICIEjuLKCZjMK4lHPodJvN1RCPvYTLvJBx8ElXtxGBcga7HsNru5kqZwH0DfpKT7OzcHme9vrL7LKtWFBCLqvQP+NE0LbHSEAQBg0EiFI6yekVBPG8wECE3x8PKZXlEowqlxekMe0NEoyoIQkLdB6Cnz0t6mjPR1utvniMQjNLb56O1fWBBDCcCmMwGYlGV/W+cwJlkpbG6k4xcD+eON+NMsiLJEkf21lKxIp+a0230dXsxmmXqz7dz+kgTm3YuprWxh2hExe40YzIb6LjYj9lipK2pl6o1hZw82MBmp+V9N5wWo4E/u3UzP3ztEC6rmR1VRaS5bJM4DLIkTfiOOnu9DAwFKM5PnVVP+1Is2VRBbln2JMMJUHuskcZTzSybQdb0SvBi57N0hyfrT4+ixF7Bh3I/Alzy9cYGHkHX2pGd/4Rkvia+Ue0kNvApmFanVgdteNLWM/trueMzO+lo7GFRVS7X3rOB42+do7Opd5buiySZVwECTlMVAuJVy+MsX5SOyThW/WFgOMjFjkGK8uZmYACOnhlTRpElkfKitBkN7+nqdtp7xp5XdrqLf/+rD5CTmTSnQtVzgc1ipCgvJWE4B4cD9PT7KMxJntP1dV2np39MdchokMiYY9J3JKrQ2TuMqqpzIiP1DwYm6OnaLEayL6mPOR00TaeuuYdta0tmnWzouo56iVtdksRJFUV0Xaf5XCtHXjvJQ/98D2tvWI54Gb+LqvUTU9tJc/01nYN/i8NyPbKUTkQZFfS4OojrnO4lGtmP1f6JEZahSDR6CF2PAOIIBV8kFjuNJOUgG5YQi57AaFyPEjuLJKWhKhexOT9PKPgUSqxmxHBeGTLTXRw62sj+Qw3k5XooK8ngwOEGrFYj5SUZNF/s58Tpi4QiMSrKMunt8xGNKtgsJhRFpafPS2vbAHUN3ZQWZ2C1GvEHItjtJmRJpLa+C0kSUBSNwvwU3n2vlvcONVBUkEJ5WSatHYNEo8q8SYDTQRQFmmo6aaju5Ka71xHwhjFbjWTnp9De1IeqamTnJ+P22ElOc3L2aBMZOUnIRpm+ziE0VSMSjsUNPzreoSDL1hcRDETwDgaIxVQiI2kq4u+h8IGmaZxv7aY0K4U/v3UzGR4H8izpTKNCCcsrci4rF9tiN7PrI1s5t796kjCCElV4/Wd7WLZt8VVx2lyXfguPt/wIk2imzLmYJGPyhGaSjGNqVRMMpyAXIKhmBDG+uhTEJATjxlmaU9GjJydtFSWRvo5BvIMBJFliuM9He0M3BbPIvsWrdcRXu+OpwlcDDpuZ5RXZHDoVN379QwFOnm+bU1FlgP7h4ISakxazgfXLZ04Vae8aIjqONXrHdcvJz/ZcUX7dpbBZjVSVZbHvWAPRmErfYICaxh5WLc6btfQUQP9wIJFXCWC1GCkrnCxoPh1OXWjntmuqcNhnb+udI3UT2HoZKQ4yU+eeA7v/eBP33rIKj2v2VWpXj3eCG9kwktt2KV74/m6Sszws2Vg2Sd1qrtB1DdAxygU4LDsZCvwKl/WO98FVq6DGGkEQUZV6QEAUU9H1GKARXzWOH5D0cf/G/18UPSDIKLFqRCkDYhcWpGdmk4GHPryJ1vZBHHYzTocFm82IqmpkpLnIyU7CH4hL66WnOkn22HHYzBgMEpIkkpbswOcLYxgJG+RkezCZDGxeH68E8sA96+nr95OZ7sJqNfKx+zfS0TWEzWYi3WbmlhuWoqk66WkLU7pO13QEUSS7IAW/L0RhaQYt9d2cP9GCzWkhKcWBMu5bX7K6kH2vncFqN1NUkcXQQIC2pl6GBwKULs3BZrdw/ngzoUCUZeuKGHi3htqz7WiqhusqpRjNhIiisvdcEw/uWEVOintOHiQBWFqWdVmShKPYdMdaHv/qM/S29k/ad/T1U3S19JA5j/ForjjnPYXHlMpH8h7GIs3skZhgOGXn34IeBDG+4hIMizEkfWvm1vQQsYGPTdq88eblvPyzd/EOBlAVlXd/e4Tui/188it3ze9uriJMRplrNpRx4nwb0ZhKMBTl3SN1bFxZSGbazIO3omo8t/t0oqoKwLLyOcyyLnn73A4LCz2QypLE0vJssjPcNLX2o2k6ew7Vcs2GUnIyZlYQ0nWdV9+9QFQZ++DzMpMozJ27OP2p6jaa2/tnlS/sHfDz5v6axN+iILBpddGcyUEAze39vH2wjjuvXz7rsXuPjolRC0Bqkh3rFApPrTUd5FfmYLrMGDOAKFiQpUw0PYjTehvdg1+mZ/jfsJm2spDiB5MhIUoeYrHTqGo3itIIegxJXhQPw4huVNWPKLoQMKJrw6CH0bRBNK0XkJDkQkzm69B1L5raNxK2md87mpJs58H7N+LzhwHISHdhs5kwmw2UlYxJtGWM+86cDgvOcaLzkiSyqDA18XfRojRycjyJykIpHjsp4/IVzWYD7nH5pXa7mdLiqdtaCIiSyIr1RQz0+bDazVjtZjZdtwTvYABPqhNJEqm+0IE6Eh/0pDq45tYVxBQVd5KNtCw32giZzuawIEkCaVkuTGYjFquRrTdUEfCHMZkNyFcQvpkOlRVZfPrhHcRGOBoV5VkTeAyarjMUCM1rkhGJKhw82ZwgOWamOklLnp9Eoc1pZduHNvDMN16ctC8wHOTA80e5889vntc154Ja3wUWO5dhlWefpCRGKEEQQHACY7FMQTDMwKaNQ9dMI+dNxPKtFWQtSiccjExYcqfMQfx7rrjSVARRjFceWVySyYnzcfbYyQvtPP78ER758FasU6iFjNbJfOdwHS+8dQZlhNXpsJm479ZVs1K2U5NsGGQp4R4+eqaFazeWYZyG5Re/RR1V1QhHFMLRGMnuycHxS1Gcl8qmFYto7RxEUTTqW3p59Kn9/NXDO7FajFPel6brnDjfxstvn03EbUVR4I5dy+Yluu4LRPjhk/v5yp/fjMtpmcSq03WdYCjKr148SvO4OodJLis71pfOuR2Iu2sfe+4wWWku1izNn8Q+Hk1ZqW3q5vX3qhPbJUmksiRzypW+yWIk6AvhG/STfBnVYQBkKRWP/RNIogMJDxlJX0PTg8hSBvM1QrO95+PvVxAEjKZtaGo3kfC7CKIVq/UeVLWLaKwaXalDlFKJRvZhttyGEqvB5/sPZDmfUPApjMb1gEYsdopY9AQIMhbrPfPqs67rOBxmdmyvQFM1dE1DH9GnDgfCox0dqT8rxH8zUUAUxXjh+2nebUkSL6uc13wx3fOeql9Gs4GMnDGiidlixDyuj6mZbm6+b33ifMe42Kp9CpKkZ1w2gsVmwnIV45r5ecnk500/IRZH8jgP1bawubIAj90yLXHBMBLO8AcjNLf3jywI4L1jDXz63s1zluAEkAwS625ZzWs/fRvf4EQB+mg4xvE3TrPzga04pzHI8d/vUjKTwGxlMWVBpj/ai6IpU/7WcYZt/D6unKEgiAhSZlwQfhxO7a2m9ngzBpNhgn9+yYYSPOlzm/kN+UIEg1FUTUukOajayL+qjqKqtHcPX3b+pSAI5GS4ufeW1bR1DdE74CemqPzu9VP09Pu4+6aVZKa64gZUFIhGFYa8Id45XMdvXj+Fd2Q2bTYZ+Mjta1lcnDlrm8src0lLduAfUVR6fV81LqeFXZvKSXJa4+o8ooCmaoSjCv5AhM7eYU6cb+Odw3WUL8rgrx7eSdIsyi2yLPHh29dwpq6DUxfa0TSdN/bXMOQN8qEbV5Kf7cFqMSKJcRFnrz/M8XOtPPnSsTFSkCiwY30pW9bMXfLMbIznbZ0418rffeMF7r15JYW5KVgtcemwWEylp9/H82+eYfd71Qm2ntEg8bEPrid5Di7XUYyuTLv7fPyf77/GXTesYN2yApJcVgwjJcACwSjVDd387LcH6RsnlO92Wti5sWzK6665fjk9rX0EhoOXbTjjdPn4uXXHG8fJiY3FxAUEcsuzSEp3z3it2ou9dA/4El5VQRxJe9BheVk2Ttv49CMBb7+J1uod6Pq2kW0i4ABKcKU4yC7JHFnBiGAZy9Ue+1fAZv8sY27cuQ16uq4TDkYY6Byiu6WXptMtNJxqpqOhi962AYLDQSKhCIIoYrGZMNvN2JxWUnKSyS7OILcsi6ziTJKzknCnOnF47JftKh/FUO8wbTUdU6YtOTx2ckqyJlXfGAqFOdvZjTJuwr8kM41U++zvpq7rVB+uJ3pJaltPYyeCIFBYlXdFdSa7m3vobulDnyJOnpTmIrc8e8FSWUwGmZtXV/DYnuOcaupkUYYHgzzZZFiMMv/20ZuAeKrPmqp8Uj12Uj12VE27LIeaGpteDrDhVAs1RxpYff2yae5VxR96FVUbREdDFKzIYio2y/YZ26xyreTlrt8yHBsk3ZyVMJKjSDdlssYTD10uALXPEK/XOaIZOIrmCx0EfCHyMt1IBjkxUZmP++u53ac5dKqJcFQhGlWIRFWiMYVIVBn5V73iVacgCKxfXsB9t6zm0af3EwxF0YH3jjVy8kIbhdnJJCfZkCQRXyDCxfYBuscRZwyyxI1bK7lha+WMFQxGkeqxc8/NK/nPn+4hHImh6TpPvXycN/fXkJuZhNtpRZZEojGFYV+Yzt5h+gYDiQ9f03QaW/tY6cyd8QMRhHg+559+eCv/99E3qGvuRdd1jpy5yLm6TvKyPaQlO+Kr30iMtu5hWjsGEvFGURRYUZnDQx9cPy+Wb0VxBsX5qTz/5hlOXmijtqmb/GwPqR4HBlnEH4zScLE3UVsU4iuJLWuK2b6uZM66nAC5GW5KCtN5c381fYMBfvDrfTz3xmnysz3YLCZUTaO7z0tz2wCh8bm2ssSHblxJ6jSyZHd94WaMZgPWBZJh+/YjP6L68NQ1C7/0i8+x84GtM55/4Ewz1c3d5Ka76er34QtGqCiIx3jKCtIuMZxw4o3T/PvH/mtKAe9NH1jLn3/v4XHGerrnPb8VZsgf5tSec5x8+ywXDtTScKp5knzaeERDUYb74t9R4+mxyYTBJJNRmE5hVR5FS/MpXVNMxfoSrA7LZRmEU2+f5+sf/2/CgcnSn6uvX84Xfvhp0i5hm3f5fPziyAmyXS6SrPFnm5fkmpPhBPjavf9Jd8tkEqQgCvzrq//Ayp1V876PUbz2s7d5/J+fmXLcu+b+zfz1Y3922de+FAZJ5O7Ny7AYDZxq7mA4ECE0RQUZRRmbeAgIVI4sIAQBdqybnwcJQImp7H/uMIFpNKsHOgY4t7+apdsqMU3pgRAxysWEokeQxVSMciGCODuLeq1nIzE9SnOggYvBpsnPeNyfV2w4BUFCMK6atL27pQ+Hx05aXvKEepy2eVQXaLjYx6kL7Vdd89IgS3xg11LMJnlElCC+MgkEo5yt65zxvLtvXsm9N6+al4j6rk3leP1hHv/dYYb9YXQ9ru7TN4c80v7BACfOt1FVlj2rQRMEgYriDL740DX86Mn9nKxuQ9N0guEY1Q3dVDd0T3meKAisXZrPIx/eSn6WZ84DliBAfraHhz64HoMs8euXjhEMx7jQ0M2F6doS4xOXT969Ec8sq+hJ7Ykit16zhCSnhSdfPo6qanT2eumcgso+CpNR5qZti7n1mqkHL0EQcKfNr0LO1UYgGOGzd28hM8WJPxjh279+l0/dseH3niSv6zq6pnPhYC1Pff15ao7UM9g9HK8mc5mIRRRaq9tprW7nvd8dxpPhJqc0i+33bGTzHeumdc8tJGKqxvbiQu5cthizLP/en/PvC4IgkOqy8cCOldwaqCA8Iup/KSaGYnTO1XXy6rvnsVqMOO1mHrh97bza9Q342fvs9ApbmqZzbPdpbn54JylTZAoIgojRUERUqScaq0XVh0YM6Mz5pCbJzLbUXaz1bCKmRSfZHcM4supVSybbducafvEvz9He0I3ZOjYr2HzrStLnmO6R6rGTn5M8r1Wly2Geu2bbOJiMMrdeU0VVWRZPv3yCI2da8AUiRKIKiqrGq0CIAkaDjM1qpDg/lXtvXsXyypx55yqZjDL33LyK5RU5/PrFo5yr6yQQio60Fc9lE4S4io5BFjEaZCxmAxkpTrauKebajWUY5Lm5zyRRpKo8m6/9xa28/M55XnjzNIPeEOFIjNiIO0QSRWQ5Hj9K9di57dql3LitErNx9kFDkkQyUp3kez2YDDKVxZm4nVYevmcTxfmpPP3KCTp6hgiGYiiqCuOqabgdFm7ctph7blqZIHzMB9FoDJNR5pN3b6S0MI2nXzlBe/cQwZGqEPF7E5BlCYvJQGqygw/duJxr1pddVnuXQtd1IqEogeEgkizhTLYvKDt6FBFFobljAEkU6RvyE4zMT+HqakDXdfraB3j+u6/x8o/ewDvOlbxQUGMqva399Lb201rdjjvVxcbb1yxsI1Mgqqh0+wJ0en0YRnIUk21WLIb3p6DyHwp0XUfRNAQB3PbpvS+XfkWKqrF9Xcm8ahuPb/PNX+5laFzK3lSoOVpP/YlmUnKmi9HK2Mw7MRmrUNWBCVVQZoIkSNhlR5zzgUpACaCjY5Gs8zec8XjKELrSiK4NAhqC4ECQ80FMnzLouu/F41z34U0s2VAy4eE55rEy+9yD2/jcg9tmP3ABMFr5oSgvlS99ehetnYNcaOiivXsYry+MoqlYzUbSkh1UFKVTnJ82L/bnpW3JksDikky+8vlbaOkYoK6ph44eL95APKFbFAXMJgMet5X0ZCcF2R5yM5PmFWQfhSjEGW733rySG7ZWcK6uk5b2AfoHA8RUFYvJiNtpoaQgldLCuOtvri98qsfO//7sjZO2m4wyN2ytZN2yAs7WdlB/sY8hbxBdjxOp8rM8VJVnkZ7snJd7djxGJxlmk4HrNlewfnkh5+o6qW/pZXA4SExRMZsMuJ0WCrKTWVKaicsxN/drLKrQc7GPoV4vNoeFjMI0zJcQNfxDAZ7+jxc5/e4FHEl2bn/kOlbuqlpw43nnjmU8tfsE+041omo6H7xm+YJef77QdZ2mMxf56d//mkMvH5uyEPFCQ4kpV7SSnQ8Kk5M4erGdnx06nohz3buyivL01FnO/P8XIorK43uOTxlPHQ+TLPORHWOiNlZzfKU5m/ToVPAPBnj7yfdm5a3oqs7rP3+bdTevRJgyx1VD1frQ9QhRpQlRkDHKi2bUBPArPnoj3eRZCxGAA33vcmzoEKquUGKvYHvadTjkuDdqDiO/jhbdhxr4GSjNcZUgXQPRhiBlI5lvRbTeM8l4rthaweHdZ+JqQeNe+M23rWL9DVPXKvxDgSAI5GV5yMuaLMt0NdoqyE6mIHvu6R5X0laS08rmVUVsXlV01duDOFN2y5rieRGMLhdOu5kNKwrZsKLwiq4TDUd5/vtvsO+3h/D2+bHYzSzdVsFdX7iZ3tZ+Drx0nNySTIL+EK8/9i555dnUHGvksa8+S8aiNHJKZieJzQZd1wmPMK/TPQ4+cfsGvIEwVrMBh23htYjn06/qw/X8+G9+yel3zl8Vkf3fN5JtVh5av5KOIS+KruO2mHGa31/VnoWErukMDwXjecv2uSmAASiKyivHqmnv9xKKTh+vtluMPLBjZWLl6XZaaOsaoqvPS36WZ1Yi43icevscnY1Th3UmHfvOObpaeslaNDmnU0chEj2LovViMlQQihye9Xqnh45x3nuajxZ8hvbQRV7rfoESezl22cnhgfewyw52pF0PzFodRUOLvI3i/WfQ+hHkQkR5BWBAV5vRYzUosWpkPYJoe3CC8Vy9cwlLNpQkcpgAVFWbxGD7I/6IPyTous6hl0/y+FefxZPhJq88m/7OQV75yR76OwapOdJA0BeKC5V77HzqXz/MmhuWc2ZfNd/49A85f7BuQQynomp85t+eRlU1FFVFUTVMhrjr3GYx8r0vfWgB7nZ+0HWdlnOt/OhLj3F2X/WMRtNkNeJMdlC6uojK9WVkl2aQlObCaDGhRGOE/GFCvhDefj+djd201nRw8UIbg91DRCMKsXB0SnLT+4FAJMrTJ8/y5IkzOExGdpYWcf/q5Zj+B1aEGxoI8JtfvMfeN86RnOrghjtXs/2GqjnlhVpNRv7ijm188/m9LEr3cPu6xWR5nJPCROJoatEIYoqKzx9G13XePVzPZx/cNieh95A/zKGXjuO/hOthsppIzkqio75rwvagN8i7T+3nni99YHKcExkECX9oN6HoMWQxfdYJwwXvWZKNqciCzNnhk5Q5FnNXzgNIgohRNNIUqGMHczCcaH1owV+D7kN2fQ3RfD0wavg09OhRFO8/ooaeQjBtQDCUJ049f6ieijVFEwxl49lW2ht72HLbZDLRH/FH/KHg1Z/toXJ9CV/4/sOkZHsI+cP84ivP8uIPdvORf/ggFetK+NFf/5Kulj7W3rQcu8vGqmuXIMkSfW2T1U4uBwZZ4qf/cB8Az751itQkBxuWFmAYcdX/Pggr3j4fj/7NLznz7vRKQhaHmfK1Jex8YCtrb1yBK3XuRCtd1+nvGKT6UB3n9tfQcKqZzsbuKRVkribq+uLt5bpdfPWWXTxx9CTV3b2szpu6IPMfMo7uq6WsKoeGmk4+9/e38uRP9rJyQxGelNljflFF4XcHz1KVl8Hnb9+CfYZc7vHvo91qIiczCVXVqLsYZ/PPxjvRdZ3msxfjUnuXTMhcyQ423b6Gl374xri0rrjI/oEXj3HDx6/BPUncQsRiWovJUBavcjIHxa6h2CBFjjIEQaA/2ku5YwlmyZy4P5M0FuaZpTpKB5pyHtF8K6L5pkvcsRKCaR2i9UFU37+jxy6gy2V0NfdhdVp49bG9yAYZm2ussbpTF/EO+Cc39Ef8EX9A6GruZdtdG0gdIR5YHRYq1hbzzlMHuPnha7HYLaTlp9LT2o9lxG0qiPFKQLHowlVrGR2MzjV28ZkPFmG8wpzGK4Gmarz4g9c58srJaY9JyfZw+5/ewM6PbCM5K2nexl0QBFJzkknNSWbznesY7vPReKqZ8wdqqTvRiNHy/nirYmqcYyBLIi6ziUynk2BselflHzLC4RieFAeCKJCR7cFgkOe8ko8pKmebu/jkdWuxm01z5lz6AmFaOgaIxVRyMpLmJL+nxlTO7a+hYwr2vdVlYdmOJRx44egEwwnQ1djN+QM1bJzE3NUIR88Qjp5GltKQpVQMUgYzwSxZ6Al3ouoqYTWcIAl1hFup99ewM+2mxLEzrzh1H6j9iKbNTJcELZk2oXoD6Fo/mqrx4398hjXXLUUySHz/b389gSgR8IXYec/6Ka9zOYgpKvtPNPHCm2eIRBWu3VjG9ZsrsPzRHfxHXAEiwSiRUBRN0xFHxAaikRiySUaSJSRZHCM0jfyj6xCLxDAYF964LSnK5Cs/fo0Ulw0dAYvJwJcevOZ9W3Xqus75g7W88uO3pi3y7Uxx8Jn/fIh1N6+cJrdufhAEAXeqk5U7l1K1pQLfoB/z+xTbTXfYef5MNa2Dw0QVFVXTsP4PZdQuKs3ghScPo8RUAv4wZrMBaY6MfA3whiIjpftGxTFmh8dlw2H1MugNsrJiZm3yUQS8QfY+e3BCaC9xD1X5lKxcRGpOMm21E9MDB3uGOf3OeVbtWnaJRoCKrgexmjZikHPiKnizYLFzGa92PcdAtJ+LwSaU3ij7+t6iM9yOVbJhEOfMqo1LF42WGJsSwtglREnkr3/8KURRYOe9G7iUGnVqXw2NZ1tnvYG5orVzkB88sY/m9rhrpbG1j8xUJ2uX5v8/m3v1R1w5lJjC4VdOULGumLyyLIb7vLzz9AFySjITg44kiei6TiwcQ7JJ9LUPEAlFp3AZXTnu2L6U9VUFDPnirOTLYVZfCYLeEK/8+E16Wvum3G+2m/n0/32QLR9cd1W+O4PJgCdj4aQ6Z0Ou28Xntm6goX8Ai9HAncsXY7gKaUbvBwqK07j5Q2vo6x4m4Atz/R0rcc6xpJosimQnO3n1eA15aW6ykqZmwAuCQE6ya8xDUt9JY1s/hTkefv3SMf7swe2z6mPXHGngwsG6Ka+99qaVJKW7KFpewOl3L0wwrrqmc3LPWbqae8iryBnXjoQgmAmE30QUHchSBk7rbTPe7+bUHSh6bCTWmUJYDaMTX3kKCJz3nqHUES9TN4vhNIFoR1OakIybmGrGoSvtIMQrqgiCMGMpqeQM94RqAVeKYChK78CYis+QN8jwJUv5vT3VdIaG2JpWTobFTUCJ8HrnaRyyma1pFRglmXpfF4f6GqhKymWpOw8AVddo8vdwZqiN4WgAs2Qg15bM8qQCwmqUlztOsTWtnDzrWAKuqmsc6Wvg3HA712VWkWOdXTygIzjIa52np5WXAnAZLVybsYQkYzyVR9d1+iI+jvQ30hfxIQiQYXazNCmPVJODZy4eJtvqYWNKyf/vJhCaASIuQAD9Kt5aa3U7//HwD/BkuPENBpANEo/854OJGpzuNBeaqnHhUD15Fdm88P3d2N1W8ioWPg7WPxwgI9lB9kjVmBM1bQvexnTQdZ3G0y1xBu0UaSeCIHDNfZvZetf6//HvWo/Pj9tqwShJpDlspDni31v7kBeLQSbNcflSeb8v1Fd3cvCdauwOC90dQwDccvdaZMfsnhGTQeaujVX890sH+OufvUy62zGpFifESUSPfu4uVE2jtrGHxtY+JFFEVXVkWZq1Xq6u6bz86BtTks2sLgtLt1UiCAJVWyp5+UdvTnLXtlxop/540wS5QUGQsJo2YDYsQUcZqQ40M2RBZmf6TVybfiPok5Nwxt/BzIZTTEIQs9Fj1UyX3azFjiGIHgQpd8J2Xdcn5eJkFqaSPoOo8HxhMRtIdtsIhOIJ4U67Gad9ojtnT/d5jvQ3UuxIJ8Pixq+EearlIJmWJNalFGOUZGq8nfyk8W0+WriVpe48dF3nxEAz/3HhJdqCg0S0GEZRxmmwsDaliO1pFXyn5jVyrR7yrGP3o2oae3tr+HXLAcqdmeRYZ09nGY4F2dN1jmElRFCJ4I2FUHQNs2jAbjBjk00U2dPYkFKSMJxd4SG+dvY5zg23EVAiyIKIVTZR6crmY4u28d+1u7k+cykbUooRpprsjLwUAmNxtNFtiZ9ZmPiijO4bff8FQUi86ONOmXg80zt3LneQFTSQohB2g2qKtxNTVSRRTLSljdyLlJjQ6AiMKZyoup5gAk7VD4NBZse9G0nLTeFidTvuNBcbblnJ0m2VidDD8h2L2f3Yu3zncz/FnmSltaaTDbeuonh5wWXd16UYfbaCIPDy/vPcdc3yRAjilf3nWV76/hBVlKjC6XfO03Nx6tVmxqI0rv3wlglusrm8F+O3T7VtdPt4Bd2prrmQxnp3TQM7y4omSeud6ewm3WH7H2k4u9oHKSxOp2J5XmK1aJpjrFgSBW5aXUG628HRhjZ6hwJTTvDNIwIwAvExMCfdTSSqoGoaKypyZs1rbj7Xytl91VPuW7KpHPcIwaxqSwX2JNskw6lEFd599iBb7tqA0RxvS9dVQpGjBCMHcNnvJxQ5hCx9YE61nQWEsSIE02BGwynIuchJ30AQ05g2xmm+DtG4GUGemKf306/8lv0vHcdqN8e1ake23/ixrey6b6zG5/gBYr7Iy/Tw8L2beP6NM4SjMXZtKmdp2ZWLHGvofLvmNVoCfdydv4H78tdjEGXODrfxi8a9fO3sc6j6wlDlS52Z/GDdJ9FH0oz//dwL7O46w19W3sKuzKoRRX4Boxj/qTRd51fNBzg60Mja5CI+W3odGRY3LYE+nmo5yP8+/TR+JTxte7qu8/y+szy5+wR//9B1VBbGA+ZPvXmSt47W0d47TIrLRml+Gg/dvJYUt43n953lrSN1hCMx8jI9/OWHd2A1G1FUjUefO8ixmjbcdjP//OmbEAWB1w/V8NqhahRVY+uKRdy2ZQmyKPKj5w+yrCSLLcsWXdazkmWJjCQnhUlJ9DuiJDvttPiGeHLfOawGI2sys1mTlc1/HT2E02TiluIyAtEorzbVoWk69y9Zxu6meobDEfyxCH+1fgtGafLMOzU3mQ23rmbjbavQFA1BFJAM0oQBYM31y3jwyx/ipR+9QWA4xDX3beSjX/4Q5isoRTYeqqbzy1eP8dGb19DeM8zff/+lxMB3sXNwlrMXBqMatAdfOjal+IAgCCzfvpjSlYsmfHOarvNaay0vt9Tgj0WoSErjC8u28OrFGna31nF+oJslyRl8tHwV6RY7j54/wv6uZrJsTrZkFXLHoiX88Nwh6ob6KHJ5ODfQzY+v+RCn+jr5RfVxgkqUbLuTh8pXs8i1cBPxLq+Pv3zu1UnFmnt8fr64Y/OCtfN+wpPi4Jmf7WPvG+cS7+/nv3w77ml0msdDEARsZiObFxeyoTx/Wq/Y+ElMZXEGgVCUY2db6R8MsHJx7pTnjEJTNfb8ah/+KXRpRUlk610bkEZSZ+xJNlZfv5yXf/TGpGOPvnaS7pYecsviE0odBVX3IktphKOnULVB4hVTpjecYTWENsO4LgkSphGW7cyGU7AgyCUzHYIgL5rSMi9aks1gzzCbb12JK8WBMPKjpWS54zem63QN+GjtHcZkkKjIT6drwEt9ez8F6UlkpThp7xumpXuI0pwUZElC0zRsFhP+UIQMjwODQeLaDWVcu2HqKheXC18sTHOgl1xbMjdkLiXdEu/z1rRyCm2pfPrwjxesLUkQscjxGLKu68hi/CUxSTI2efIgHFFjNAd6MQgSN2Utp9QZzxmscueSa03mn848S1doaPp7C0Zoah9gTUUebxypTRjOe3au4NrVpXz9l3v45O3rKc6JyyIevdDKqweq+eJ928lNd9M7GMAw4o7vHfSz/0wT//LILbgdFsxGmSPnL3LofAufv2crRqPMj547QHaqmzUVeURjSqIM2+UgPdnB//7sjWi6zvO1FyjxJGOSZMI9GmFFQdE06gf6qUxJ5Y6ySjRd54lzp7iztJLagX7qBvqwGYxsycnn3dYW2nxeFrknx86+8P1P4cl0IxvkseyrSyDJErd9Zhc3fmIHuqZjXAAJvwnXFwVu3bIYgIc/sIHwuAT0/3pq34K1Mxv62gdoGFesfTxsLitVWysxX+LlGYqE+VXtSb6y7joKHEn0hYNIgsBthZVsyizgy4d28+U1O/GY47G2L6/dyV8feIW7iqpYnZbDUCTEe53N/GLnPbQHvLzZ1oAOlCel8a8bb6Qj4OWXtSdo9A4sqOH8xIbVhKZgz75RU4/1MlXCZoKm67QMDxFVFAqTPPQGA6BDtnPhtJL93hDrtpWxfO2iRKUZ+xzVs0YhCgLiPBjddc09nDjfSkVRBi/tOcvD926allnb1dTDybfPocYmk4KyijMoXbVowoR16wfX8+qP30S7JGwQDcfY/Yt3+fjX4ilcAjImuQTBsJhA+F0McsGsBKFXu56nPzq1ZwUgz1rArvR4HdCrFvE+vuc8t33qGtbdsIzy1YsoW1lA2coCkjPcAIQiMU42dBCJxeK1KInrqu4+VjvykOO1z944Hv+7pXuAmtZeegZ9VF/suaIBeDYYRAmDIBFSooTUibqgmRY3Kz0FV63t2SCJIkZRjheZjQYn7HMbraxLLp5UDmc8ugd8hKMK168v53xTFwPe4LTHAhw+f5FVZTlUFKRjt5gozPIkDOdwIIzJKJOZ4sRuMaFpOvVtfSzK8pCf6SE3zU1Ffjpn6jsWVGGmy++jPxR31xS43UiiSLvfi45OitVG3UA/Rzvb8UUipFhsnOrpomlokGSLDW8kQnV/Hx0+L27T5ImJIAjklmVim0NllHjtSwOmKeqbXikEQcDjjBuW1CQ7uelJif+uW7+wE8WZUH2ojlhk6viQ3W2jfApFqOFomCbfID+9cJQvH97Nz6qP0hqYWXt0PGwGI9fnlfLDc4d57WIt4ZGi6lFN4fGa47zUfIGVqVmsSM26vJuaBm6LmUynY9J/6/JzyXW7F7QtAH80yuOnT/KL0yfp8vtoGRrinZamBW0jNcPF8GCQPS+fZvfzJ9j9/AlCoYXTOm7v9/K7g2cnfN+CIBAIRslOd2MyGabVMNa1OFu7tbp9yv1LNpVP0KIVBIFFywrIKZv6dz/8ynGGRgo8CIKE0bAIg5yD234/dsu1s95LvrUQVVdoCtSh6gpWyTrhP5M4NkFMTKNG9WgvW6lZsCCMq8lptps5814tadmeCcmvZqsRk8VIVFFp6uwnElPxBsJ84qZ15KS6SHJYyE1zI4pC/G+7hcxkJ219wwQj0YTBvJo0BItk5IasZfy29Qjfq3uDjxZuodKVjSRKaLqOXf79SZ4ZBInt6RUcH2jiyZaDGESJTamlWCQjoiBgkY3TPhtN07nQ3E2Sw0JxTgr5GUkcr27l2jWl0w78MUXFZZ/6fvWR2OH42GI0pmI0jInDGwwSMXVsNhmLqfMgtk/RJtAbDFLoTiLT7kAURPKcLlItVipT03AaTdxWWk5vMIAObM7N40JfHyWeZPKcbi709QA6HyxfjNs8tXGMx+f1CTNdTdMIesM0nb2IKInklGTg9MTz464GRgumG6aY6a+tzLsqbU6FC4cnMx1H4U5zklU8OTcuzWpjeUoWN+aXYZJkvnN6fyLefCk0XSesxIiqamLkMYgS1+WWElJjRFSFQ92tSILAuf5ufNEIH1i0GKMoJcIXCwVF1ZCmKKSdl+S+bD3lmRBVFUKKwoqMTI52tJPrdBFY4HzR0sXZ5C1KS6QRRSMKFuvc0oUC4Sj//pu3+di1qylMn5qvUd/Zx8/fOsbt6xYntlUWZ2A2GUhLdnBH5rJpn51/KMDR104SGJ48eXck2Vi6tRLbJXJ9NpeF9bes5uKFyca2p6WPk2+dYdvdGy9rIusxphBWQzxc+GekmTMQuVQhaexbnPDmRXuvA23uM8PxkBx/gWz/dOLvWx7azuP/9jwHXj45YXC5/oHNXHv3euwWE6vLchnwBukbDpA2hfh7c9cgyc74drvZyKkBH6qmk+lxzMjevVIIwKdLrsUmmzjQV8dXz/4OVdewySaMokx/dHYRB+0qFUMTBIGbslagaBovtp/gZ43v8r263dhkMybRQFCJokzjp4+pKser29i1rhSDLLFuSQGHz7WwZXnRtIL1iwvTefnABboHfLjtFgLhKEnT1EaUJZGcdDeHz7UwMBzAaJBo7hygLC8NQYgH3c80drKmMg+zUUaSREzzrCwDUJWWzsnuTuJV3QVWpE+UuCvzpFDmGavAszozPkONqiq5ThfFSR5SrbZpPy7fYIDT75xnyeY4MSHOLL3Id7/wc87tr0EHylYX8Vc/+Qw5pZlXhU2qaTq7D9dw08bKSft++LsDfPH+7Qve5lRoOnNx2n35i3MRp2BZ2mQjn168jueazhNWYjy8eC05tqnTdEJKjFdaatDRcRnHJmjdIT8vN1ejo/OJytVIgsiylEwahvt59PwRkkxm7ilZhsO4cBqyexubWZGThdsycaK4t6GZFLuVFTkLu8IVBQGbwcDGnFy+ffggHT4fea6FTWdqqOnE7bGTkR0PSfzulwfYfmPVnGKciqpxpK6Nm1dXTGs4/aEIoWhsAtnQaJApH6cfO9X3oes6HY3dHH391JTXzSrOYOnWyknnGkwGll+zhFd/8hbecXWRIW6Ij7x2knU3r8IyzWR/JuzpeY0ie2lc5H2Wb3rCqCWZr0fXxll/QQA9ihZ5D4ghyJUIUhpTBX7ES8hBuaUZfPE7H2O43zdBqcLhiRtCWRJZUZxNvzeI02bCaJBp7RlKMGQBkhwW8tLiP/iizGRyUt0EwhE8DuuctA9HoY2UxxmFDii6Oq1pEwQBp8HCw8XXcHP2CloD/QzFAkRUhaim8G5PNYf7G2ZscygWvKKV1UwQBYHbclaxMbWElkAf/RE/QSVKTFep8XbwQvvxKc/r7PPSM+SnPD/+UpfmpvLG4Vrae4dw2Mw8/spRmjsnypttWFrI6YZOvveb97CaDJiNBh7+wAbONnTy6sFq2vu8fOupdxEQ+JM7NrK8JJvai7386PmDoIPdamTDkoK4ZJVRRlU1fvX6cfzBCDtWl7C6PHdes/nRI1ekjzNYc3wXjJLEuqycOKN2mnN0Xefwyyd47Ku/4Ys/eBj3tkrCgTBvPL6XttpObvnUTgLeEEdePcmLP3yDP/n6R+bc9/lA1XSe2n1iytqiZxumrxG7oH1QNAY6piYiCQKkF6RO+RwFQaAqOYOq5JmVWiDulr2ruIq7iifWR92cWcDmzIIJ29wmCx+vvHplxQ42t3KouQ3HJdJy1d19fGj54mnOunzYjSbuKK8k1WbnzorFdPl9bM4rWJBrv/fmeTbsKKfmbDutjb2kjXBLju2vZ9O1kydjEH/337vQTO9wgI0VBZgNMv5QhL3nmuge8k15ztH6NmKXiBbMZSKp6zoHnj/C8BTvtyiJLN1aSeoUGRjxUEoWi5blc/Kts5OuWXu0kbbaDkpWzp+AOBDrJ9daMKf+TzScjr9kgqtWj6AGfgqiC9n5ZURDGQhmpjQHwkQLLwgCZptpUimm8TDIEhmeMc1Eu8XIA7tWJsbBZKeVFSXxWZ7JKGMyyjgug7UY0xT8SiReY03XCasxhqJBVF2Lu8R0DV0nQcyBEaKOIJJnTSbfNrZ6UTWNJn8vR/obkGaIJR7pa+CGzGUTlvcLCQFINTlJM4/NUHVd5/n247zUfhJJECeloqQl2fmbB6/F47QiCALpHgefvWszSSN/37xpMdevLycndeyaVpOBh29fT+9ICTKz0YBRlliUncyutaXUXOzhhvXlCIKAQZZIdln58PWr6BvyowMpLls8RUiHe3YuxyDLDPlDRKIx0pIcl1M69fJTWQRhWpfheBx46TieDBfp+fEyUoPdw1w4XM+tf7KLO//sRmJRhXAwwql3ptdsvVLIksCDN62d0hV8rHrhRERmgn8oQCQ8XTxMICnNPa/r1Qz18pMLR4lok3O5f1F9nC1ZBRQ6r35Foulw8+IyuryTvUmDofC8JupzhUEUKU9JRRQE1mXnxNOoFogLkJRiBwSWrirA6bIk3iOrzTTjbP6/XtxPz7Afl9XMquIcgpEovz14dsr8TYBITJmTpN6lCPnDvPHYu1PuM5oNXPPhrdOmsaTmJFO+toSzey+gXEIqaqtpp/ZoI4uW5ifIUHOF2+CmI9wa17adZcmTMJyCIIAw0U2gxc6hhd9Etn8K0bR1TjkwVwK33TKpYKrHMfeSNNPBr4Sp93WyPqWI9uAA3eFhBqMBLgb6MDsyaQ8OENMUUk1jRlzRNVoCvciChMdkxywZUHWNztAQh/obcBtt08Y6RQQO9TfwUvtxNqSUYjeYUXUNfyyMw2DGLs+93uVU0HWd1mA/EVUh2WRPsG+HokH29dQgCyJp5snMPKvZiHXcbNogS2SNM5JpSXZ+/MJB7rpmOXnpSXH3qiDgsJpxWCfea7LLhtNmZuvyIsry0ycMLC67eXJcVIAUtz2x/w8ZzWcvUrAkj9Sc+CDuHw7iHwqw8tolWEdIQ2k5ybScv3pCBIIgsGP11KXY6i72XLV2xyMcCM9YazPkD9Na0zHn61nQ+UxSfGUZaBkkwFBi3zbSEDpDtHbOfj2720ZS+sIrNFVlplOVOblElVmWcVvnx0SdC8KKwrHODjbn5QPQMDhAXX8fN5VcOfmrYmk8DaSgJJ2CkrF78g+HMM7AEH7kpg30DPupKsjEYjLwv+/dOWPQ6VhdG/suNM+7f+88dYC+joEp9y3bvphFVdPH8SVZYs31y9n987fpvyQ1S4mp7P3NQbbdvQGbyzqvcfaO7PuxSnNUVZpxrzaArnUiyOXviyrIpNIwC9SmRTJywdvBd2pep9rbgSSIrPYU8r26Nymyp7G/tw6DKFPhGskB0nUGowG+cuY3RFSFClc2ySY7EVXh5GALnaFBrk1fPK0ykMto5SOFm3mi+QC7O8+SbfUQ0xRagwPcnL2CW7NXII+sRHVdpz04wOmhVkJqlAb/3GrRfbd2N+eG26hwZpNljbuz633dnBhoJtvqYX1K8byfn8kos6o8d86relkSefj2//mKMZciGlYQJTFxX7GIgmyQMVnjtQyj4RiDPV5yiq+8fNh0mOmZ3r1zxVVrdzxikdj0jEhd57fffpnXf77nfenLGAR23LOR+//ugwt/5Wme+eq8bKQFJAc1DQ5ikiWMksSPTxyl3Rd3V7Z7h3GaFmZSOd29bL2+Cptj6jYEQWDrkokuztvWzeyilkSRw3Xz84AEhkd0aadIQRElkes+un1W0l3p6kVkl2ROMpwA5/ZV09HQNW93bZJx7t6OmaujoIOuoGt9zKEyzIxIqInoOm2NvVSfaKG1oYfBXh/BQIRYREGS4u5dl8dGaqabnEVplCzNxZM6thKcd8UFBLKsSdyes4qfNb5Li7+PW7JXcH/BJl7tPMWTzQcwijKfLNpO5ki+JoDDYOae/A3s7anm6EBc2k4SRDLMbh4o2MRtOatINk0uzSMALoOFjamllDgyeObiIfZ0nyegREi3uFB0FVXXEw9eB44PNvOf1a8Q1RSiqoJRkpktOnpH7hocBgunBlvY31eLqut4jDa2ppdzd97/x957hslxXNffv+6enpw25xwB7CJnEIkAwSxmUqKoLEqyZFnJtmTL/tuWbTlLVrCVEyVKIiWKOSeQIIicMzbnPBsmh+56P8xG7GzEgqT88vDZB5zpUFVdPXWrbp177vrR+M65wGJS2bZy+oTTo/2oC5rrujl/rInW+m76e70EfWGiEQ1FkbDYTbiS7aRluckrifejO2WMkPBONrbudCc9LX10NfWSWZSGrunIioRBjcuH1R5roOVCGx/6u7cmJ2ZTh4ecdPeou2zfqQau27DoipcrJkhJTUZPSy89b43XeAJ6N1fOfNJlYCgUJhiNkjGsFFTf58FhMlKQPDnm93JgVVW2FRSNMl61BDJv80Xd+Q6KyzMnGaAzx5upXlWIfQrjOVdYjeqcXLVCCM4dqKHxTGLSWWFVHhWzSHpvtpnZdOsaTu05N8m9HQqEee3hN+dsOIUQaEKjPdRCs7+BoB7EqtgotBaTaclBHrf9NYMAghtJyUTzfRdJTgMlgykHdMmOJE/N1Ar4wpzcX8vjP3+D2jNtREJRdE1H18UlMUDxQVVWZGRFxmRWKV+ax847VrN0fQnuFMecyCR/vvhGdCEwKyprU0rRhY4qGzDKCh8p3sq9BXEVI7OiMiLaJkkSZlnl+uxl7MisihOJhusoSzJGWcEgKZMZX7LCn1Zcy5+U78SiGCm0pbEsqYCYriEQE64dbS9wXfYytmUsnvCdWZk6WFeSJNamlLAiqZCo0EbVLiRJQpXiNP0rZZj8QyGOv1nDE794g/pz7UTCMTRNRyTqR1lCluU4e9ZipHJ5HjvvWEP12mKcyfYrQvFfCKy+ZikP/eeTfPNTP2LjLavx9vvwDQQ4+Nxx9j15hFcf2kf15koKl8wu88N0EFNkGxFCMOALkuSw8sirJ7l1azXWYcm914/VvSWGUzUZLm+2/A5HPARv7PNgMITNZKSu18OJtg52VcYH8KMt7ZSnpy6Y4Sxwu0dH0fcvXT76/cW+Xmo8C5N79PFf7+O992+dtE94fH8d5YuzF8xwFmelcOempbMmQUZCUQ4/fzwh6UySJTbcvJqkDNesxq+td2/kF3//MIGh4KRjux9+k3v+8lacKTPnHR1BQPPz+9YHOe89hUFSkZDQ0YnqUVa413Brzj2Yh3NyziC5V4hsvg4t8Euife8DJW04IehkKLaPoljfl/BYd1s/D//gFZ4fTm8zHYSIv9C6rkFUIxKKcuT1Cxzdc4Hq9SXcef92lq4vwTTL1GEWZWxPz2qYyJZTJQVVTryBLEkSEhJmRWZK+ZgE18QN3tj5ZkWFGYygUTLMOSZNkiSMigHjTDr9C4jOVg+//e5LvPzokdn1oybQNY1YVCMcinLw1fMc2n2eFVeVc/vHt1G9tgij6a1J1ySEoDM0wOmBZiRJosKRTVvQw7qUyUL41390OxeP1HPuQC3HXzszOrj++K9+M3pOy4U2ao428K09/3BZ9YqGEyc90HTBq4druX37Upw2E79+/sjoPnLTWyS5Z7aar1ic6uUiFIvSE/JjMaikmOa2lzUCPaZNkBLc19jCuoJcjAaFUx1d1A4ntG7yDJCf5F6oqk/gAyhAWNOI6TpF7iRyHPNXDdK1sVmAw23ltz+eTL6pOdvOHR/aNO8yLkVhehIf2bl6VucKIeis7+L4q6cnKf8ApOelsnTrEozTJMweD2eqk3U3rOTV3+6ddGywx8u+Jw9z7Ye3z+peALt7XqDRX8cNmbdRZCvFrFjwxoao9V3g9Z6XyDRnsy19FzCT4ZSdKLaPIBkK0SMHENqI3l8Ch4I0OQ4TYNDj53c/eJUXHp5oNA2qQn5pBlkFKThcVhSDTDSiEQqE6e0cpKO5j4Fe76hQvBBwcl8d3a39fOAL17L5hmWoV0AG6+2EEII9Pec56mnk5pyVlDgmExXeLgz0ennof17mpT8cnhBepBoNo/1od1lQFJloJEbQH6G3c4COpj4GPb4J/Xj0jYt0tnj40JeuY+O11RNicsPBCGePNtLR3MfWm5Zjm6M82HT4ad0rOAxm8mypPNDwGp3BftamlE2YLUuSRGpuCn/23Y9Rf6oJr8ePpiWeJCxE3slLBatHoMgS166PuyTvuWYF0XHP/BsPvjX7ivYkW1x28B2GkNB4tOE03UE/mtDZkVPKstS5x1hGQlFi0bGJy5aSQkwGBZvJyF9fs3X0+xcu1GK5As8hpuvsbW7imZqLhGJRFqenc/fi6pkvnAKR8BgD+t5PbEuoL/zwz96YM9sU4iF9bb2DdA3GWcfZyU6ykhxzmrAIXXD+YO2UpLqi6vw5JUlQDAobb13L6wn2SyPBCIeePcaWO9djsc9uDKnxnmd10no2pW4fVV9LNaWTby2iO9RBvb+GbczCcAJISgay5U5k841MaTQBpMmV03WdY3sv8srjR4lGtOHGyizfVMb7//QaMvNTUE3xQHgkEHrcdRWLaYSDUZpqunj2t/s49kYNoUD8pehs8fCz/3iW3KI0ypbmvaP3yuaDx1qO8GbPRXKtKRTZ06aVz3uroGs6B3ef57Wnjo8aTcUgs3prJe/7zE7Sc5NQjZP7MTrsMWg438Ezv9nHiX11hIMRENDe2MtP/uVp8kozKCzPHFMaMhmoWJaPfyhEzalWlq4vJeQPgwSyLGE0G4lGYhhUhVhUQzUqhINRNE3HbDHGc2RGYgghMFtNo7krNaFzfqiNv1x8K5XOHBRJpiOYeOUmyxIZBalkFKROcudNwAK8egPdiQVHJEnCNmyY7RbThCrcc82K+IoeMWWGl4WAQVVISnfhmWKFazSr04abzRexqEbQG5yUXWkEYUXHEwrwgYqVDEXCPFZ/el6GM+gLEQmNKfVYjXHvhwIkWy2j5W8pKcRsWHjD6Q2HefLied5btZR0m42nai7wYn0tdy+Zn/Ec7BmLtbQNM9d1TY9n+hjeAtt1ywocTgu6rs8qt6um65xp7uKnLx3iTFMnkZiOLIFRNbCuPJ+P7FxNQXrSrMJ1IqEILz+4J2FqSZPVxNrrV+CYhTDDCCQJipcWUFSVT+2xiVKFQgjqTjRSf7KJxRsqZvUbsShWFEmZFIoiI2NRbBOiSmb1NkiSAaTZ+4pHEApEOPjKWQLeeLYOWZHZetNy7v/qe3AlT63cAvGGp2W7Wb6xlP0vneGBbzxHa30PAL0dAzz0vVf46+9+EMXwf8twXp+9DLfRymJX9oyxRG8V/N4Qh3efI+gPA/Ef247bV/Pxr9yE3ZVYRWgEI/244qpy3nz+JA9883k6muIusO72fh7+35f5i2/eO3oPWZax2s3YnGZCgQie7iGe++1+bE4L3e393P2pq3nh4YNULi/A0z1IaVUurz19ArNFpWhRNr7BIA3n2pEUmauuq6Z4UfZw/KbMxtQKXu06jTcamKRBPBXiYVqX+QCnQUfDzKElp+o6aO8ZHDXgkizRNmxw11cX4l7AVfmlyFuUQ92JxskHJLj+4zv4zLc+uuBlnnj1DF+767/w9idW6LI5rWhC0B3wMRAJYVLmZ9SG+rwEE6z4NV2nqX+AU+1dIARV2RlkXoGUYgJBksVCdXoGRkVhdVYOdZ7EIRqzQW9bH1pMm+AlqDnbTl+vl9JF2aSmO8ktjMektzT04h0MsGRFwZT304XgSG0b//rIqxhkmeLMFE40dLChMp9oTGP/hSZaegb42n27JiSyngp1J5s48dqZhMeSM91svGXtnCaBkiSRnpfC0q2LqTvROCl0qqO+m9NvnKdideloHt1L4Y0OoRNfDFS7V3Cgbw9F9lJSjekYZAMxPUZfpJeWYCM3ZN02et08p1ECoQdB7wPZHScGJWhwOBSl/uxYXJY7xc7mG5bNaDRhbBatGg1svLaaSDjGd//2kdGV54l9tfR0DJCZN5lCfMrTwUlPvNxduRXoQvBKey2+aJgCexJXZRZxrr+LU/2dgGBlai7lzjR+33gSCcgwO9iSVULNUA8n+9qxqSZsBiMrU3M42NOMNxLGIMtsySrBZjCyv7uJVv8ARlnhtsJqDLLC/u4mLg72sCIlh2yrk2N9bezMKedIbwtJJitF9smhLJIkcU1WNddkzd9dMx7e6ADNgVpAIt2cTaoxc16rk2AgTOOFztHPyRlOttywbEajCWP9aDQZ2HzjcsKhGP/7d38gMry3d2xvDb2dQ6PKJpfCbDFSvDgHXdPpaIpnLujv9XL49fPc9cntnDpQz7INpbiSbDSc70CLaVStK0ZCYrDPNyGJ7geKtnC8v5HesJfe8BDSO2Bq0l7bQSwam9YleuJiG7WtvRRlJ9PWM8SgN8jSYWGQWAI3shBi2vjLuaC4Op/dCfaQENBe23VFVrtBX2iUaZqwTgVZOJIzeaOjAUWWuTZ/fnGPg71DDHkmviMA7YNeXjxfy5Onz3PtojLOdfXwvlXLKEh2z+q+09VdkuBsTzf7W1uIaBrNgwN8Y/9e3GYztX197CiemVE6FfyDAXpa+sgaJ3dntqi0N/dRc7qN5DQHqzeV4Uq2cXDPBRwu67SGMxKN8Yd9p0h12Pj8LVehaYIv/OQJPnj1Kipz03nlRC3fe3Y/zx25wMd3rZ22bkIInvvJKwndxwDrblhJSvbcyVcmq4nFG8p5+cE9k1SItJjG0ZdPsfMDW0nJSnzvx9sfxhcbu6492Movm35ImikTo2wkqkfoCnciI9MZbKfMHt8+mXadHv8BDiFEcEI4iR45RbT/E0T7P0rU8yH08AsJFS+0mM6gZyzPmsNtJTMvcezjdFAUmauuX0pOUdrod+FQlIsnJ3Ph+8MBfld/nJWpuaxMycWiqDhVM6lmG56wn3JXGkZZocCRjAREdY1cmxuDrLA6NY+lydk803oObzTEsb42rKqRdIudp5rP4I2GebL5LEtTshmIhDjW20btUC/H+tpYNXwtxBM8P1R/jDWpeeTYXAxEQhzobgLgXH8XbXPIFDEeceUjHV3oiOF/daET1SPoIs7c1ccxgFuDDUiShEWx0hFsIqKHiOphNBEbvdf4f6eCFtUY6h/rR1eyjbRs97z6cevNy8kcJ6UVCkSoPTO25yGEYNDjp7PZgxBgtZuwuywEA2EUQ5zJ7Eq2k1+WQdPFTnKK0zhzsJ6a060YLQZkRebc0SYazndgu0RTdygWxG4wszGtAotiJMuSlHA1qcXihKaZ/rTY9ASp2WCw1ztlkugR9A8F+NTtm/jgDWv5s3u2YDUbef91q7jv+tWjohKjz08Xccb6FIZTVuTRFH+zQeW6qdMK9rT2EfJPnft1vvAPBaY1PvnFWWzKLOD24mruKllKnn1+YgjRcIyWC+0T9uwBurw+bEYj+UluPrpuFdkuJ22Dk6XhEiEWiSV0RY5AUePxm3ajiWSLlW2FxeS73CSZLazMzqEoQZq72SIWjnHhUO2E7wpKM3jPe9ex4+bl2J1mfvadF/mHz/0avzfEyvUl094vqukcrWtn85JCKnPSJhCsLUaVncvLWF2aw+7T9TPWrfViOyd2n054zGA0sOvD22a8RyJIksTiDRWjKl+X4uzeC7TXdk45viUbU0g1po/+rUu+iuWuNeSY80gzZpBtzmOFaw3LXKsmKMVNv+IUXmJD/wTCh8H97fjpwkds8MsIvRdJTkForWjebyIpOUhq1aRGGdRLNqLnORE2mgyULMmm7kxcFV/XBZ2tk6nb3SEf5wa6+X3DCXpDfm7IXcSu3AqyrA6STFayrU4MskKq2UaaxU5Yi5JssqIJnZrBHs70d7Ijuwyn0czS5Cxe76ijbqiPEWVbl9FMkSOZJp+H/nDc5XewuwlfNERn0MtnF2+mzJVKRNMocaZiVBT6w0ECsehwnNDMck5TYSDaR73/HCEtQKY5F29skLAWIqD5UCSFjSm7eKHr91yTcQeqZKTcsZRfNn2TZGM6S13raA02cGJgHwCrk7bSF+kizZRFT7iTdHMW2ebEOo2SnKAf5wmTWaVkcTbNNXGhB03X6W6d6J6KRqKkZLrIL81AkiUy8+OTnHVXL0bXBUaTgU3XVhPwhXCl2Nl260r8g0HyStM59Op58of3TbMLUyfc1xsN8nT7UXrCQ2RZkvhIyfZJfSGE4D/v/wFez8xC/na3jS///NOXteoKDAU5t7+G7JJpdF0lidN1HQTDUXoGfAlXmSPQND1htokRGIwKimF2hlOSJAoW55Gen5rQuHs9XmqONlC9eeFCY4QQtF5sn5JtbDSruMrS+Kcjr1DhTuOavDK+f2Y/f758a8LzZ8KJ3We4+VO7JrzfqiIzGAoRiEZRZAlVkadM4nwpfAMBtGlSHpqsJkqSkilOSo4nXejsIKaP9adVnT/LPBKKcOSlk1x127pR16TPG6KjxcOZY02cP9VCdl4yH/iTq8nOT5kxHEwXgnA0it1sSviOGw0KGUkO9l2YOhEAxPdZ33j0IH0dAwmPr961jJzLEBNJzUlmxdVV1B5rmLSiDQXCvPTL11mysQJJmdyG6zJvmVeZ0wsgaO2I6Clk03ZGpuZ6ZC9C92BwfAnZtA09fIDY0N8hoqfhEsOpGhUy85Lp7YyvsALeEH09QxRWzu8hmS4JXdBjk1/QXKuLjRkFlDrTqBnqIcuWmN7d6h/g3EAXRY64q1fTBXu7Glieko1ZMcS1YM12Sp1pDEaCo+mG+sMBXmy9wMWhXtanF5BpcbA+vYAiRwp42nEZLZzp76I75OWFtguUOlNQZYWO4BDPtp6n0edhXfrU7pHpIUZXmkIIBiK9uNVUql1rOT74JkOxfjQxNuDE9CipxkzyrWVYFBua0Ci0ldMd7oivTof/E+hTEjEAjCaV9Jwk+rris27fYJCBXh/5pfNj/U4IQRGgjaPRS5JEaqabaDiGaoyvMNOzkkgfdrUE/WFKl+RgthixDhMgMnOTYTikMqsgBYvVSFbBRKMpSRIVzhy+WjWz4oxqVPEPBmg43UIkGCElKwnVrE6KaXTNIUZsKgR9IU7vPc9Vt6+bkqV727alPLr7JCdr2kGCu3Ysn/J+sUhs2hWs2WaeNd0fwGIzsXTr4oS6or5+P+cO1FB11cIpi0VCUdoudky5aiuszke2GEi1WPFFwwxFLm/Fe/bNC3g6+skpGxuTilKSONPZTabTgS6gODWZbOfs+rqrsTuhIg4Mi6OkOIZD3SAYi/Hjo4ewG01k2u3xETYvHuc5H+i64OKhOprPtVK8rBCA2rNtHNxzkZKKLD7+hWtJSXfOuq8UWSLFYaOmvZdAgpyskiQRCEWwGKc39n0d/ZzYfYZIgjygqkll4y1rMNnmz1CXJInNd6znse8+RzgQnnR8/9NH+FDPPSQP54Iej/mSL2eQ3OtHaO3IxjWMeHVF9CySnIpsuQVJsiCbt4P3XxH6ZPV8s9XEso1lnD4UZzz193o5e7iR6rXFqMa5B+mPkIMgPobZEyQbtqkm7ilZSVfAS5krNW7QYKJ2vRBYFZUd2WVkWByjgu73V6xnKBqKCwggYTGo5NhcpFvsbMsuJaJrpJnt5NhcFDiSKXIkY5QN3Ji/mKFIiKrkTFLNNmJCI93sINvqxGk0E4xFybI4ybG6yC2opsiePFqPsfbM5llIDMX68YS7kSRwqSn4NC+twXr8MS8WxU5IC3Dee5wMUy5mxUpURAlqfjqCzSx2raQt2EAw5ht2U4dp9F/Ar/nIs069t2JzWqhaW8K5o3F3c1/XIOeONrJoZQEGdbIQxExorR8jxEiylDAYOzNBZgSI53OtXleCJEsJ3S+F5ZlxZu8lx2ZbR0mS+OD/u4M/fPtZhIAbPrad/MocFHUy205ZgFW4rumcP1BD68V2ipcWJKxnbrqL+2/dgC8YxmJUsU2TODsSitB4JrGcjyRL2N22OcXOmqwmVu5cyuu/3z9p4AsHI5x+4xw73r+Z5My5u+4vhRCCjrpO2uo6pzxn+bYlmEwq6WY7uXYXPzx7gNVp8xei8A34ef33+3jvV24brb/TbOb2pUu4pqIUs2pgdV7OrFijQgjqTzVPafSNFiPOcepZQggqUlL5xKo1uEyXp189gtaL7Rx87hh5lTkYjAZKKrMoWRQXPJizBKfBwM5lpfz+zVOEolGS7RN1XAPhKN2DfnJTpnaVx1PyNVF7NLE7N78yh4o1pSjK5f2WipcWUFSdx/kDtZOODfYMceCZI1z3kasXbII3/YpThEFEQE4aHTKE1o1kyGcsabUG6EgJ4jhVo8LGXVUcef0CF443EYtqPP3gPrILU1l39SIsdjNygsSxY+XHSQ6hYITjb9Zy8dTYXpiiyBQvzkl4XbbVSbZ1bKXZF/LzUttFRFSnu22AhtNtnNhfx7G+Vjz9PkwXIxjUOJszJdNFblEaHcvyqVieT36SE7vbjKzIdAa9pFscVCVlTZCZKnFOXN3k2tx8etEmCo0uupr6efnNk5xsOkfnGyfxe4MoikxSmoOCsiyWbShh+aYyXMl2jKbpJxN2g5NKxwoUp4GA5iXXUkxQ83O28RyF8goGwgEqwhsxmQwIk47d4GR98g4Gon241WQkZNJMWaSbssm05ONUk/DFhhDoJKmpU5ZrNBm46rpqju+9SM3pVqIRjcd/voesghRWba7AYjMhzdCPui4IByIc2XOBunGEMYNBoXDR5FCC6Z5DNKrR3+PlwolmTu6vo+F8O72dQ0RCUQyqgs0R78e84jQqludTvjQPZ5INm8Myo5tSCMHFow0ceu44n/j3+1i1s3rati0E6k828eZjh8iryEFN8A5IkoTFpGKZweAJIehp7eP8gcTJp01WExkFaXMSNZBkiYrVpZQuL+LsvguTjp/YfYZTr59ly50bErrC5gJd0zn9xnmapjD8NpeVlTuWkulwcoe9GgmJ5anZ06pszQZP/+glNt+xgZyyMfKcWTVgHiFszbLvI8EIx14+NSHEZTxyy7NRxpHAdCHo9PnwBIOEYnFja1ONOEzzD/GJhKI89f0XWbZ1CZXrynC45p8kw6DI3LFpKV2DPnafqicUjeG0jrltO/qH8AbD7FpRPuU9Qv4w+588zGDv5IWVrMhUbV5Ebvnlaz4bjAZ23reV8wdrJ20HajGN3b99k+33bMJsWxjFpBkk91RARmhNCHVpfMYt/CC5h88Q6OE3keRkJONkJqgkSRRVZPGBz1/Lr771POePNTHo8fGtv/odG3ZVUbWmCHeKPaGQga7F4wCHPH5qz7Ry8NVz+MdJK+WVZlBaldhwXgq3wcwtxnLeePkk/+/RH9HRMnFvdMTZ09c1REtdN8f31vDUr97EYjNRuSKfDddUsfWm5WQlOfnM4plVN7SYhqElwo9++yRvPn8a70B8z2l83gdPt5e6M+288tgRMnKT2XnHarbdvILswtQp9x5U2Ui2pWDSdz/99Bu01MVXcZIEn/ibW7j1I/F9pyxLPlmWsUwDhbYxBqLRaMJtnNpgjkCSJMqqcrnv89fy4Lde4OLJFvp7ffzXXzzEpmurWbyqEFeyLWE/appOLBJj0OOn5nQrB185N8qMBiisyKR40ex+OLGYRnNNF3ueOcErjx2luy1xfGFf1yDNtV0ce+MiPLAXq8PMohUFbLy2ms3XL8Xhnn4weeZHL5OWl0Ll2tKEiZoXGrqm89QPXqB6yyKWbZt/3kdd03nmRy8T9CV2X9qcFnIr5hbvKEkSOWWZrLtpJbXHGohckmYsMBTk0W8/Q9nK4gnuzrlCCEFnYzcv/er1KQ1P1VWVFCzORQfqBvu4ONiDSTGwIaMAozL/kJzeVg8P/+fjfPxf3j8nibZL63/uQA0XD9dOSUQpX108IW7SZjRSnZHB9w4fRB2eiF9dVMzOy2DWAnQ19fDDv/wlX/zhp8irnN0YmQiSJJHhtvOVO7aza0U5Z5u7kGWJdFd81Zyf6uafP3AtdnNiQy+EoK+jn31PHk543JniYM11y+e0dTAdVu5cSkpWEn0J5PxaLrRxdv9FVu5YuiBlTe+qld1IShaa78eAimQoQeiDSLIBPXoWET2HFvgViu1jSIbEwsuSLLHiqjLcqXZee/I4b75wmvbGHl5/6jh7nj6B0WyY1nAmIgnYnBbu/tT2WSkH6brOvhfP8Lsfvkr9mXZic2BCBv1hjr1Rw4UTLRQvymbJ6qIZr4lGYrz5/Gke/sErE0JxpkNXq4eHv/cKJ/bV8rEv30jlNBTxtwuSLLFmWyXJaQ52P3mc/S+epqO5j1cfP8ruJ49hNKmoxsnuFl3TiUY0ogncV3aXhbs/dfUE5aCpoMV03nj2JI/8+DUazk1mQk6HgDfEkdcvUHOqleLKrBmfb2tNBwWLcxdEGWi28HQO8OOvPMiXfvwnFE2TUmk6HH35FK///s0pjzuSHRRXz/3dUgwK29+7idceepP6k02Tjp/dd5EH/v5hPv2tj+JKnZ/hiYSi/P4bT3F2/8WEx20uK+tvWkVSppuBSIgXWi5S6kphIBzimabz3Fu+Yl7lQnyi+8YjB8gpzeLWP70O0zxy/no9Pp7/+at0NfUkPC5JEtVbFiOP83iYDQbuq15Oh8+LPxohyWzBbpz/atPutuEbiLPfz+y9wPe++As+/LV7KFtZfFnSiRaTyqZFhWxaVDjhe9WgkGSffhJ64OkjCQ0ZQE5pJlWbLj+FGsSfrzvdybLtVbzy4J5Jx/s7Bzj1+jmqNy9eEMW56VecSiGSeTt64NfEBr8Kkgn0QYQko0feBBEEEUTz/wJkJ4p515SNKqrMIrsglaUbSvjhPz1Bc00XQgjCwSjhYOIZ5uT7gCvFzt2fupq1VyfOYj4emqbz+tPH+f4/PD4hnEKSJVSjAaPJgN1lxWozEYtpBHwhgv4wWkxHi+nEotqwu1iflcHVYjp7nz/Fj7/+5CiRBuKxqHanhcLKLJJS7USjGl2tHtobeuPlaTrRSIzTB+v5xpcf5kv/cQ/l1XnvOJ1QSZIoWZJDTlEayzaU8P2vPU57Yy9CF4SDEcKJ1eMS3icpzc77PrOTlZundvOMQNN0Xn7sCD/65yfwDY4VIo/2o4rNZcFmNxGNavi9IUKBkX7UiEWHw25m2Y9mqwn/UIAhj5fU7LcusfLFw3V84/7v8bF/eT+LN1QkdNteCiEEWkzj9N7z/OSvHmSgJ3HYhCRJrNxRjTttflqomYXpvO+vbuffPvSdhHt4r/9+H+FghA//43vJLc8aDR2aqe5CFwz0DPHLr/2OF36xe8r407JVxWy+fT2KQSESiWExGLihYBFDkRA/PndwXm0aD2+/jwf/6ff4B/3c85e3xreRZuFtELog6A/xq3/6Pa89vG/KCV1uRTYlSyey1mO6zkv1dfzo2GFimsbanDw+vWbdvOpvMBr4s/+9n+9+9scMDccvH3nxBF2N3dzxxZvZctd6LDbzhHR5U7ZJCLSYTjQcoeV8O11NPazcuRTbHN2+kVCUZ3/ySsJjkiyx7Z5NWJ2Xn295BDaXlRXbq9j76MFJJKFYVOPk62fZ9aFtZBalX/bWy/SmV7JisH8WXSkcNpR+EtMvpfhe6AzobOnjgf96bjQUYSZIsoSqKlhsJpxJNgorsrjpvg1UrS2OM9Omabyu6RzafY4f/fOTE4ymO9XOys0VbLq2muq1xdhdYy4eIQS+wSCdLR5qTrVy9mgjLbVdDPT6ZhVAcvFkCz/42uMM9MVDGWRFprA8kxvu3cDWm5ZhG0dm0nVBZ3Mfz/5mP688dpT+4T2AltoufvT1J/n8v9xFTlHaO1JSsK2hh1/853O0N04ffziCCf2YbKNkUQ433beRRasKR6XApoKm6ex/6Qw/+ZenJhjN5HQHq7ZUsnFXFdVri7GOIxgJXeAdDNLZ0sfFky2cOxpPYecbDMyqH9fftJKeNg8h32SG3kLDmepgaLjvhYhref7j3d/gmg9uZetdG8goSMOZ6kQxTBzwdF0Q9Abpae3jwNNHeeJ/n5uWTWtzW7nuo9vnPRmTJIlNt67hpk9dw9M/eHGSJygW1dj72EEaTjdz/UevZvV1y0nJSsaZYp80WAtdEPSF8HT2c/5gLU9+/wXOH6iZMjg+JTuJj/3zvTiHV7NGWSHL6kSWJFRZmXccp8VhJhbR4nlHiTOcf/tvj3F67wVu+sQ1lK0qIjUnBbNtcjhGLBLD0zlA4+lmnvrhi+x/6siURl8xyKy9bvmkAXsoHOZIRzvV6Rm8t2op+1ubebmhjrsWVyW8z3RIynCxZGMF7/+bO/n53/42LiKh6TSfb+Obn/g+z/7kZXbcexWlK4pIynBjc9swmVUUVUHXBbFIjKAvhK/fR1/HALXHGjj8/HFOv3GezMI08hflYnXOLHgyHvuePEznFMpY7jQnW+/euKDjmyRJVKwpIa8ie5IEH8CFQ7U0nGomszD9stXAZtjjlEByotjej2K7Ny5COmUg5vSzM13TOfzaBWpOjW38u5JtVK0tJq84HbPNOIkaLBskzBYjziQbGbnJFJZnzmoWDtDV1s/jP9szapAA0nOS+PCfX8+Ga6owWye74SRJwplkw5lko3xpHtfds46uNg+1p9vIyJ1+5eEdCPCr/35+1GgClC/N5ZN/ewvl1XmTZq+KIpFTlMaH/+IGcovTeeCbz9E/rDV58UQzrzx2lHv+5Oq31F04G8RiGgdfPUf9ubbR75JSHVStLSanKA2z1TiJgSgbZMwWFVeynYzcJAorsmbtLmlv6uXRn74+YfKTmZ/CR//yBtZsX4Q5wfORFAlXsg1Xso2KZfnc8L71dLZ4qD/bTlrOzAHmt332eowmA5YrKGUXryi87yu38et/fgTvuPYN9Xl55JtPseeR/ZQuLyK7NJOU7CRsbiuyJBMKhBnq89JR30XDqeaEcmOXlrPzvi3kL7q8NGgGo4E7v3AzvS0e9j15OKEARHttJz/96q958Zevkb8ol+zSTJLSnFicVhRFJugP4ev3093UQ8uFdmqONSQMUxiB3W3jfX99B+VrSkZ/98kmKzcWLELTdfpCAW4smNn7dClUk4Etd23E0+7h8AsnRp+f0AWnXj9LzZE6CqvyKarKJz0/FVeqA6PFiBbVCHiD9LZ5aDzTQu2xhkmKNZcisyidzXeux2KfSEzRhSCsxbAbjRhlmWUZWRzpaJviLtPDne7CaDGy7Z5NNJxq5qVfvT7BM3D+QA0XDtWSlO4iqziDlOxkrE4LqklF13RCgTBej5ee1j66m3onxAJ3NnbTerGd/EWz3y8N+kO8+fihSXviI7jq9nU4khMnBpkvJEkiuzSLkuWF1J9onCQCEg5EePOJQ6y5bjnqZWZlmoOzVwJp/pRhTRM01XSOLlhtTgvv+9OdbL15BTanGcMsXDuzLiumcfi185w53Dhq5612M/d9YRdbblw26+wAikEmuyCVrClCI0YghGDfi6c5d2xs/8doNPCRv7iRiqX5087yFYPMtltW0NnSx+9/tDvuIolovPTIYXbctorswtR31KpTi+q01HWP9qMzycb7P7eLq66vHmWtLlR9o9EYB18+y4XjYwHWNoeZD//59Wy8tnpGgeoRKAaFnKK0SYIIiSBJ0rz36eaDtdevZLBniEf++6lJq7ju5l66m3uRJFDNxvhkQ4orOUUjsSnjBS9F5doybvrENZdNdJIkibS8VD769ffhG/Bz4rUzCQ22ENB8ro3mc22j2yKG4fAzLTb7ulsdFm773A1c84EtE96pwUiIoz1txITOvs4mChxJfLhydqmtRmCxW1i1o5rc8mwaz7TQcylh0B/m/IEazh+oiav9mFQUgxJ390c1oqHItLHPI1CNBm68/xoqVk8m/JgN8bzAe1uauGPREgZCIZym+bE+kzJcGAwKtlQH9/3tnXQ2dHNi9+kJdRS6wNM5gKdzYE731mI6R186yfqbVs1q7BRCUH+iiZqj9QnfD4vDPOp2X2iYLEZW71rO67/fR9A7mSS374nDfOQf3zcveb/xeMtSb8iyRHL62P6KxWakfGl+nFWrLmzi5YAvzEt/ODxKSJEkiatuWMqGHVXzGjxmcgsP9QfY9+KZURF0gG23rGDx6sIZXWOSJGEyq2y9eQUF5WPqMT0dA+x97uSc63qlISsSSeMMi81hpqw6F1eyfV4xnVNBCIFvIMjuJ46NpqOTZIntt65kzbbKeSXBnqkfp6pHyB/GPxgg6A8tmAbsCLRYjDu/dDPXf2wHpgRekHgd4qEO/sEA/oEAIX94dkZTigsGfPgf30v+otwF6RtZlsgtz+avf/15Nt26dsbsKCMSgIGhIP7B2dc9KdPNvX9zx+h+4/i6B2NRagZ76Qn6eH/5CvyxubvUrQ4LWSWZlK4s4i9//qfT7ntpUS3uxhzwExgKEgnOzmiarCau//gObvvcDQlFxq2qysdWruYrm7aSYbOzMS+fWysWIYTAG5lbm5Izk+KxxpJEen4qX37gs6y4unrBFL8OPnNs1KU9E2JRjeOvnKZjinjcpVuWzGn1OlesuW45yVNo0w55vOx+eGoC3WzxlhlOxSCzfEMpyenxQdc3GOT0ofpRse+FRHtTL7Wnx2I+HW4rKzeVzUqUfD5oqeuiqWbsJVGNCpvmsCKSJIm8knRKFudMMLR7nz81pebo5SKeVmjs3kIIdG1qzVpdj5NrDKqBZRtKcKfGKemDHj/njjYmZM1eLlobeqg/P8ZMdiXbWLGpDKt9YYLFp4MW02g43cLTP3yZn/2/h/jhlx/kZ3/zEE/+4EUaTjUviE4tAvyDQVypTj7493dzx+dvmnc4xKWQJIklGyv4k298mBVXVy8o0WyEwfj573+S937lNrJLMxcsg4xBVahcV8anv/lh7vrizZgSiD0oskxnwMvhnjb+UH+a+RRucZjJHOYQVG9exOe+dz9VmysnsF4vB+4MF7d/7gY+/I/vnXJlFYhGefzCWXQhkGUJk6JgMhgQwC9PHJ9TeUkZ7tEYZUmSSMlO4gs//BTXfHDbnEk9idDT2kv9icmM6kTo7xzg4LNHExKlTBYjy7cvwZ0+czaV+cLmsrLpPWsSHxRxIttUeXBni2ldtXqsGT30wqxuJBtXIxuXT3lckiQqVxRw430b+f0PdxP0hXn6wX04k6xcfduqaUMS5vqAzxxqmJAN3Z1qn1Is4XIhhKCzpZ+ecTqM6TnJZBXMzcVqUBUqlufz2pPHRicTbQ299Pd4Sc2cH/lhBOFQlDPHmykqzeDI/joqq3M5sq8WWZZwJ9u4asdiWhp7efOV82zcXok72cbu50/hHQyx7doqzDYjrz13GkWRufrGpVStLeH6967n0Z+8TsAX4vFf7MXutLDtPSumXdFfbj+mZLgoWIBg6ZmgxTT2PXWEh/7jSRpONxMZx/o2mlWKqvO5969uZe11yy/b3RQYiu8luVKdvPevbqNkeSGPffsZzuy7OCVZZiY4UxzsvG8L133sagqXXJmctSMu7Tu/cBMrrq7iuZ+9yu7f7p0yhnQ2SM1J5vqP72DLnRvIq8yZ8l1yGy3cVlxFX8iPLgS5dvecy0rOSsKZHJ+kKAaFFTuWkpGfxvM/382T33v+sgbWJRsruOOLN7NiRxU2p3XK529UFCpT0jjW2c4ztRe4priUNdk5HO3o4GzPzOnmxiMpwznhXZQkiYzCND769fexaEM5v/vPJ2g5P7/9U4h7PS4crmPxxunDR4QQ1B1voCYBOQcgLT+V6s2Lroibdjy23r2RP3zr6VFv1Xi013Rwbt9FVl6zdN6/jen3OLVWNP9PQYRABEAyDF+SoDDHZ6c1nBCXS7vz49tISnHww39+gq5WD//794/xyI9eI+APo+sCm91ESqaL8upcVm6uoHhRNnanZU4u1ppxq00AV5Jtxn3K+SIa0eho6iEWGeugzLxkLPNI8FtQlhF/oYYNZzQSo7mm87INp6bpNNZ1c3R/HRu3L0KLaciyRHF5JueGM8w0XOxk8fI8svOTkWWJyqpcas93kJHjZs+LZ8jMdVNYkoHBoGC2qNzz6R24U+z85N+epqOpl+/8zSM89P1XCHjDCCGwOUykZropW5rHqs0VFFVmYXPMjuI/gtrTExVkklLtZMyC3HM5EELQeKaV7/7Zz7G5rNz31TswWlR+8tXf8qff+jDRcJQnv/ci//uFX5BblkVuedZlGabxoh4Wm5mrblvHyp1LOfnaWZ764YvUn2wi7A8TDUeJRbW4p0AXw4m9ZRSDjMFowGg24k5zsuE9q9l53xayijNQTeoVX5mbrCYWrS+nZFkht//ZDbz++/3sfewgns5+IqFoPFtIVEPoYjR9l6xIKGo8fttkNZFTlsmmW9ay7Z6NOFMco/uhU0GRpAnqYMZp5NrMVhPp+WkTwhMkWWLJpooJ76KiyORV5vDBv7+baz60lZd++Tr7njzMQNfAaDs0TY9nbRHxeyiKjKIqqEYVi8NM6fJCdn5gKyt2VGNzWmd8142KwtbCIlZl59A40M+vT5/gm/v2Upqcwpc2JBZasbutZBSkTZTrlCXSC9ImlSdJEu40F7s+uJX1N6zkjUcP8Mpv3qCtppNwMEw0HEOLjesbWUJWZAyqgkE1YLQYSclKYtm2JWy6dS1lK4unbQ/EXfNHXz5FcoZ70jFJguXbl1CyvHDG+1wucsqyWHfT6oRSf7JB5sLhOlbsrL4yhlNSl2JwfR0t8ADofcjqGlCyhw3oJcxJ4+wCkHs6B+hs6RtdYUZC0VHVG4D+7rgm7Yk3a3nkR6+xfGMZN963kRWbymZtjLrGZ9sYjv1cKF//pYhFY/R2TWTVJaU6MFnmztpKz06a4N7VdUFP+8DlVnH4XjqarmN3msnNT6GrY5DjhxpACKKRGN6hEHaHhVhUw2RWiUY1DKqCosjouuDQnhp2P3ea99yzlsXL8ulp76errR+DQSZCfFXbUjvWj55uaKnr4djeGh754W5Wbi7nhvdvYPnGsoRM2EToah0LnJYkCVeK44r143g8+f0XsLmsfPEH97N4QzknXz+HJEFuWRZVGyvIKcnkvz/9Y577+W4+/vX3XVZZl7p8ZUXG7rax8ZY1rL9pFb1tHupONNJe20lvu4egN0QkHEVRZMw2E65UJxmFaRRU5pK/OBeTdWod2ysFSZIwWU0UVuVTWJXPvV+9ncbTLTSfa6W7uRdPZz+hQAQtqmEwGrA6LSRnuMkoTKdkeQEZBelz6tf+cJD/PPEaTtWMWTFQ7Erh1qLEikvrblzJuhtXzvreRrNKwaJcPvb1e7nvb++k9lgDLRfa6G7qZcjjJewPowuBalRxJNtJznSTXZJB8bJCUnPmljIxqmkcam+jxtNHy+AAaVYbX9u+kyVp6ahTTAZu//xN3P75m2ZdBsRX1EmZbm7+k2u54f6dNJ9ro/F0Mx0NXQz2egn6QmgxDZPZiMVhITUnmbS8FPIX5ZJbljWnya6syHzmWx+9IgnO5wKby8rfP/LnV+z+M8RxKojYBRABDK6vIxsq582sFULQ0dzHT/7lKQ7tPj9hCR0PA7GimgyEApHReD1dFxx94yLNtV3cef82brh3A6ppZiLw+Hg/iO/Dvfr40XnVezzyStIpqsyeoHeq64LAJewtk0Wd9f7meJitxgl7UUKAb+jyfPEjsDssLF9TTH+vj4wsNw6nmfzCVFIznEQjGj5viNamPnILU0nLcOLzhsgtiK/SV64vwWwxIoSgqCyD1oZufvz1pzi25+IEQQFJlnC64/0Y9IfxD8Wfi6bpHNp9nsaLndzzqau59p51sxoovZf0o6d7aEH6saA8k8LyzCkHhHMHailYkkvZquLJurGyRNnKIvIqsjn5+tnLrst0kBWZ9PxU0vNnZgO/k2BQDZSuKKJ0xcxKW/OCBIuS0rkurwKzYsAgX5nJlMliZMnGCpbM4J6cL8JajEPtrZQkJbMlv5ACt3tWYvKXA8WgUFSdP291qncRx/Qi77FG9OCjyNb3IRkWwTxTsABEwjEe/t4rHHzl3Gi+OrvTwlXXL2XnnatJyXAhS1LcrXixk2cefJMT++qIRmL0dg7ywDefJzXbzcZdVTPO6iaowwg4d7SR+rPz9++P4OYPbCKvJGOC4RS6mORHV40G5DkkCx6ByaxeoictFox0YzAoJKc6KCxJR1ZkSiuzKCzNwGSOew+2X1eNruukpDuQZIncghT6erxxd0+yjTVXlSERZ8w9/L+vcOT1C6N7cA63hS03LmfH7atJTounTYrFNBrOdfD0g29y6mA9sahGT/sAP/uPZ0nLSWLNtplTUY3vRyEEpw/WcfHE9Ln/ZoPbP76V3OJ0jFMYznAoMuyuSjwgWx0WzDYzzZexZ/Qu5o/YsPckw/rWhQ1dCVhVIx9dsQqbOjn2+V28szFDWrFeRKwJ2VDK5dLmLhxv4qVHDo8aTYfbysf/6ia237JyQhiDEILMvGSWrivmgW88z1O/3Btf1flC/Oqbz1O1phjXDIGzxktWpbGolnCTeK4Ih6JcKgAhSUxaXY7s6cwV0Yg2ieY+PpvCbHEpM9ZiNbLt2ioURR5d0cpGA+o4j2l6VnwfdaQfsvOSyR4WfZAkCeMwnf7EvlpeffzoKNvXnWrn/q++hy03LJsQwymEICs/hWUbS/nJvz7F8w8dQAjwe4P86r+fp3JFPk733Poxrnl7+f0Yj5ecun+KluTRVtNJw6nmhDPzUDBCJBTBkWRPcPW7uNJIt9i5r3zV212Ny4YsSTguQ5v2Xbx9mMWoLBC6BwnB5RjP5x8+NCEz+vKNZWy9ecUkBZmRgdfmiAu573/pzGgWjM5WD8feuMi290y/n3o5qXSmQ6LgflmRsVyShDUcik6bBX4qBAPhSTk6E+WqnAmXav9KkjSjazRRKqtE3f38wwdHjaYkSazaUsFV102OFxu5n91p4X2f2cmhV8+N6ve2N/Vxcn8dV103faYCh8tKB33TnjMfyDOINOz60Fb+6+M/4Md//RvWXb8C74B/wvHBniG8/f4FSYd0OejwD/FE/XlMisL7KpZhUmY3ydKF4GRvJ8d72vGEgpgUA+VJKaxKzyHZPPG344tG+MXZo6xOz2FFejaHulo53ddFIBYlw2JnfVYehc6kKVdM/aEg+ztbaBzqJxCNYFQUMm0OFiWlU56UOoHYE4rFeLmlljN93Xxo8UrSLbaE/SRLUkJCkC4EJ3o6ONbTTn84iCorpFlsbM4pJHeesnwLjZiuUePt5ORAEwMRPxbFSKE9ndXJxQxFgzzVdpRdWUvJs6aMtv1kfxNv9Jyf9r451hSuzVo2KcVaIBbm3GAbF7wdeKNBZEkiyWijxJ5BmSMLuxofXwYifl7oOIk3GuTqzCqK7OkT7qMJnSdbD9MZGmRr+mIqnNmjfd4b9rKv5yKdoQEkIMPsZkVyETmWJB5u3keS0c7OzOrR80/1N7O/r4ZFzhyuSp+cHOTx1kP0R/xsTV88oR5CCLyxEPt7L9IaiPNYiu3prEgqoic8xJ7uc6xPLWeRa2IEhRCClkAfJwea6Q4NEtFj2AwmssxuFrlyybYkTXjPesNDvNRxipjQuSt/PaYEaetm2ON0gJKBHj2FbL5h2lOng98b4uI4qT1JlthwzRJM5ukJNElpDpauL+GlR+JpaSKhKGePNLL15uXTDnwZucmjybMBKpblc/9Xb55tWj0A+nt8fOdvH2FwnISe2WqclM9RMSi4L1GaGer3EwlHgblJtnm6hyaEIMiyNGdGrQC84+SyFhK+oSAXT471o6xIrN+xZMbEyCkZTqrWFvPak8cBCAXCXDjezKZrp2e1ZeQmTSivam0xH/7z6+fUj93tA3zvHx5jyDNm/CxW05T7m5IkseLqKm7/3PU88t/PcHZ/DYoyMYl1e10nva0ebrp/x+wrcgXQFfDzy/PHcKgm7iyrmtFwCiEIaTF+ee4Yv7lwgu6gn7AWQ5FknEYTK9Ky+cvVWyhxjZFcAtEIPz97hHb/ELvb6nmi/jyeUICormM2GChzp/AXq7awPjNvgvHUheBIdxvfPb6PM55uvJEwMV1HkeMJ4pNMFv5l47WszxoLl4noMV5qqeMPtWe4oaiCdMvsJdmEEDzXeJF/O/w63UEfUV1DliRsqhGXyfyOMJxCCA701fDf55+hOzRETNdQZQM2g4nVKcVsTK3gx3Uvs8SVS551LAqgJ+xlf28N/lgYfyzMQMSPQGAzWHCqZmwGEyuSitiZWQWoo2V1hQb5Ue3LHOqrYzAaIKrHkJAwKQacqpW7CzZwZ/56jLIBi2JkIOrnVw17aA/282cV1+NU43HvQggO9NbwnYvPU2LPYFfW0tFfQ0ewn3878zinBloIaREUScasqBQ7Mvhg0VZ+VrebVcnF7MisYmQmfm6ojV817OGW3NUJDefz7Sdo9PdQbM8YNZxCCHrDXv797OOc6G8ioMWl/JyqhavSKnGqVp5oPUSqyTnBcGpC55m2o/y6cS89YS8hLYImdFRJwWowkWNN5t9XvJ8U09gY7gn7eKz1ECEtyq25a+ZuOCVDKcakH8eZtJehleDpHiQ0ng4uQWHFzLP1kawqI9B1gacnblymiwMqXZLLy48eGf0shKCgPBO7c3aGTAhBV4tnAuNRkiWsCTImqEaFrPwUZFkaXYl1tXgmqAjNFs21XcTGBQ0bVMMENaHZVR4aznega/qC55Ls6xwcdlfHIcvSrOonSRKFFVmjhlOL6fT3eNF1gTJN8uPSJbnseWZMPWnkvbHNchUuhMDm7EIf14+yLMXDYqYRBDBZjNz95+9h1TVLeePRQzSeaUGL6aOB5IvXl/Ovz/0Vmflps6rHOwVRXefXF07w7eP7qEhK5atrt7MoOY3BcIjfXjzJo3Vn+Ys9z/KTa+4g2Tzxt/K7mlOkmq18ZtkGNmUXENN1fnvxJL8+f5x/PPAyP7vmTjJt8cFHCMGp3k6++uYLdPp93FK8iF0FZaSYrfijES4M9PJmRzNiAbf1POEg/3NyP70hPx9ZvGp4IqHQHwqRarbS3jdEIBxBkWWykh0YFJl+bxCH1Yx52Oul64Lmnn4K0uMrkA7PEC6bGSGge8CHputYTCppLjtGQ1wc3eMNMBgIYVYN5KROb5xjQuM7F56nKzTIB4q2cGfeOgyywumBFh5oeI3/OPcEegIBkm0Zi9mcXgkiPrn47OGf0hUa5OvL38diZ248NAkJZRwHxRsL8c+n/8DJgWZWJxdzU84qsq1JxHSN1qCHI331GCRldGvIpKh8qGgrF4c6eLnzNGWOLO7IX4cBmUZ/D/9z8XnsBhMfKt5KkS2usqQLwWMthzjsqWd5UiGfr7yBHEsy7UEPjzQf4F/PPEZ/xD+pPfNBUIvw/ZoX2ddbw9qUEt5ftJlcawp13i5+27SXV7pOT3p2MV3j8dbDfL/mRdxGK/cVXsWK5CLMikp/xM/FoXZODbagT7NtMxWmN5yyHeSyOd/0UuiTtOGlSftXU8F0yWpGi2rEYtMbzsWrC1EUedRd6hsM0t7YS/nSvFnXebDfT2BcMLfdaSEl3TnZVSvLZOQm40514OmOuyI7Wjz0tA/MSWdWi+lcON48QZg5uzB1XjGcHU29dLZ6yC5YWDamLsQl2XFm2Y8SmC7dd45paDFtWvbxpf046PHT2dJHyRzELIY8fgLjspw4kmy4Ux3T9suIa7tidQkVq0smHbe5rAuixvJWQghBu3+I3144icNo5F83XUtZUvz9yLG7+NLKzUR1nd/VnOLxurN8ZMnEPcSIpvHpZRu4t2LZ6LP77LIN9AX9/KHuLLtb67mnPB5QHhM6v7lwgvpBD59fvolPLV2HYRxZbk1mLvdWLEMX8xN4SITmoQH6w0Fy7E4+tHglGdb4/nO2zcn+803sOd2A02pGCMFN6xZjMar89rXj7FpVQUVufAIUjsX46589y6++fC8S8MNnD3DL+sVYTCqvnapH03S8wTA7V5SxsjSXfl+AB189iqYLSrNTZjSc3miItoCHQnsa2zOWkGSK13FDWjm51mT+5NBPGIpOZtErkjxmFIezCUnEM8MYp/AyvNR5iiOeeq7OrOKLlTeSPG5FtcSdxzWZS9GFPsHYGmUDny7fxd+eeIjfNL3BIlcOBbZUHmx4gxZ/H58su4b1qWXjPARRWgMeBIJdWUspdcQn0SWOTP6kfBcBLcxz7Sdm0Xsz48JQO8f6G0k22vli5U3k2uIr8gyzC4dq5u9O/o7+iG/CNa1BD0+3H0UXOl9ZfAurUib+ltenlqHN8x2cw5IkHiQ7/m86gsV4WO2XuMaEmF2YhYi7ecfDaFFRZ9ivy8xPprBibCXU3+vl4smWKeXkEuHc0aYJqjXJaQ6yChKLKOQUpZFTNGakwsEIB3efm7VcnhCCztZ4Fpbx12y6tmpeUmkDfT4OvXpuTu2dDWyXrLiFEBMC+KdEgn40mdUZ912zC1LJK80Y/dzbOUjdmbZZt0sIOHesacIzTc1wkpE7vYjC2Pv9fws1A33UDvaxOaeIPMfEQd5pMrMxKx+H0cQLzbWTjJrbZGFD5sSJp8NoYm1mHmbFwJ72MTm2sBbjxeZa8h1uduSXoAy7+8b/ScQNwkLFnIa1GLouMCkG3MYxj0Q4GuP5Ixe5elkpn7xhPR+9di2ZyXNj4xZlJPPBHatYXZbHkD+Mbziby4A/hKbr3LttOe9ZnziOdDyMclzU3R8LE9QiE96zTIubZe6FSWCvC51XOk9jM5i5Kq2SJKN9yuc/HpIkkW9N5b6izYS1GP978XmebD3CK12nuSq9klvyVk+4RpEUzIoBBPSFfRPu71AtrE4uQV2AUKGRPcru0CBV7jxyrBMzVZU7ssg0uyZspwghaPH3Ueftotqdz/LkoknPQAiBjIQ8D+7OrJZ9QkTjCaz1XoTWBWhIShrIGSA7gcn56sbDnWLH7rSMknyEgNozbVQsmz6WSAhB3bgwEoOqkF+aOaMxsdrMbHvPChoudKBrgqA/zL4XT7N6awUZuTMHKYcCEV565NDoZ0mC/LJM8koyEp6fnuNm6boSzh9rGmV9vvDwQXbduYaC8sxpyxMiHs7y5nMnaRiny5qa6WLTDOSZ6et/mMoVBZQvXTjJtaRUBza7eTT9mdAFtWfbZ5Qz1HVB/bmxthlNBnJLpk8mK0kSdpeVq66vprmmczRe9s3nT7HiqnJSM2fWugz6QhNc9pIsUViZRc40WVKEELTVdqLFdAquoBD1Ww0B1A30oQtBqSt5UuyjBOTYndhVI90BH4PhMEnj3LVpFhsWw0QlIlmSSLXYsBuNNA0NjH7fFwziCQfJd7jpCwWpHfQM12Dk2vj/y0Cxa26iAbPB+NvpQhCOxPifJ9/EajbiD4W5Yc0iti0tIRyNEY5E44PouPMH/UFcNguapiPLMt2Dfn76/EHSXDbef/VKSrLiA7cQAlmSZx16ZjUYuSFnJY+1HOI7F57l/YWbqXRmY5AVdCGwJNhLmw98sTC9YS/q8H0bfD0Jz5MkyLYkTdjDM8gK2zOqqPV28XDTm5wdbKPYns79pTuwKRMZwAZJZnP6Ig701fFIywEUSWZLeiV21YyMjCzJE4zZfKEjGIwEiOgxCmyTt0eMsoEko31CSTqCntAQQS1CislBo69nyrrYVBMZ5rl59mY0nELrRQs9hR74DSJWB4zMRCVQslHMN6NY7wXD1Ln+VKOBZRtKRwdPIQR7nz3J1huXT0gkfSk6Wjwcf7N29LPDZWXt9kUz/tAMqsKa7YvY8+xJLp6Ik0uOv1nL4z9/g/f96U6cSVOTDvxDQR796R6aLo4l27bYTOy6e03CHJ4Qd9duv3UVbzx3iqaLcbF3vzfED//pCf7k724jpzhtyj01XRPsf+kMT/7qzVGNWtVoYNdda0nPds9rUEnJcFJ7po2f/+ezfPAL11K+LH9al6iu6YSCESwJEvaOh2oysGxjKa0N8R+ipuu8+dwpNu2qmpCk+1K0N/Zy8sCY9JUrxc6qqypmbJvRZGD9ziXse+E0dWfj787h1y7w5AN7uftTV0/77vgGA/zuB7tprR9TM7I7Ley4bdWMOU5/919PYXPb+MS/3jvtee8kzGaBHNLi79dUEnUGWUFGQkcQ0y+JTZYTrw4Nw27EiD62xRDVNRBwtKed9z/30JT1sakqJ9//OQwJ7ptor28+sBhVrqoqIhiOkOSwcrK+g4KMJCQJgpEYBy+20j3oJ8luoTIvHUWWee7wBZLsVrzBMJlJDjo8QzitZkqyU2n3DJJkt+C0mTjd2ElL7wD7zzeRk+JiZWnO9JNBJD5ecjUu1cKB3lr+69xTREUMq2LCICt4wr4pr50LNKEhhE5v2Mvfn/rdtPX5+YZPT2KhmhWVzemVPNl2hKFIgFUpxWRZJo9FkiSxJX0xmtB5ovUIT7Qd5teNb2BRVIyySkiLENanjkOfbR8LIYgNe0CMCVawkiQlZHXHRPwdfrLtCE+2HZl0fATbM5bwbyven7jsKbyq0wsg6H60wINo/h+DnIpsuQNJyQBkhN6HiBxD8/8UofdicH4ZSZ5aD3bbzSt49rf7CQXibo4LJ1p47qED3Pj+DQml9Ho7B/n1d16cwBBdflUZ+WWJV32XIqcwjevuXkdbQy/+oSC6pvPMr/fjHwpy7T3rKF+aNyEURghBc20Xzz90kJcfPTIh+H7TdUtZunbyXtd4ZBekcMf9W/n2Vx8Z3ac8dbCe//m7P3DDvRtYs61yQjt1XaenfYDXnjrOM7/ePyqtJ0mwaGUB229diXEG1nEiKIrM+z+3i1/813Mc31vDYJ+PTddVj+rFGs3qKFNuoM9H/dl2zhxqQNN1Pvzn1894/+3vWclLfzgcD3kRcOZIAy8+cpjr7lmXcGLR3d7Pr779Av5xotkrN1eQWzw7Yk1BWQa77l7Hz//jGYL+MJqm88QDb+AdDLDrrrWULsmZ0I+6Lmi62MFzDx3klUePTHC3b75xGUtWz6xmU3+qmerNi2ZVv3cCorqGNxKeMSYwZTjUpD8cTOiK9kbCRHQNt2rEfsm9/LFowv2gYCxKWIvhHpdH0m2yYJBl0q127i6vJvWSEJeGoX5+e+EEJsPU77cntDDMcEmS2LG8lBP1HfT7AmyuLqKqIL6Nc9fmpfhDEboHfPGcpwaFT924HqfVTHvfEB/YsZJUpw2n1URM0+ke8GFQDKgGGSHiA79BlglHYoSjMwuVSJKEy2jlQ8XbuDZrOR3Bfoai8ZVURNd4qfMUB/tqZ7zPTLAqJkyKEZvBxPXZKyhzTCTwhbQoD9S/hi8WTmhw+iM+nmw9QiAWJsVkZ3fXWTanL2K5u2Ayx0OSuDqjihVJRbQG+vBEfAS1CDFdp8bbwSMtB6aspyeSeKIwYlBHSpIlGavBiISUkGykD4epTGRfSLhUKzISS9x53JC9YlJb93SfZ3/vRcxy4vdQEzreaBCHOnmCPr3h1BrRg08iqVWorn8BOQUkY7xJIgpikJj3G+jh3eiRHSjma6e8V2FlFrvuXstTD4wJGvzmf17i4slmdt6xhtIl2RjNRrz9fk7sr+OlRw5z8WTzBCGBI6+d53O3fou0LDdZBSksWlnA5uuXJdwrM6gK229dSXtTL4/9dA+xmEYkHOXlx45y+PULZOQkkV+eicNlJRyK0N7QS0tdNwN9vnF5PKFieQH3fnbnjFJ/kiSx+fpltNR189hP9xAdFrc+ub+W+rNtpGa6KazMwp1qJxqJ0dXioaWum/4e7wSmamZ+Ch/5ixvInmN2lRE4k6xsuraawT4fD33vFRrOd9Da0MMzv96H1WHBlWTDZFbxe0MM9vsJ+kL4vSGcSTZu+8jmSaE1l6KkKocdt63mud/uR9cFvsEgv/rWC1w43sSOO1ZTXJmN0aQy1O/j2N4aXn70CDWnWidsh+9/8TQXjjeRmuUmuyCVqjVFbNxVlZDwZVAN7LpzDW0NPTz9qzfRNJ1wMMqLvzvEwVfOkpGTTEF5JjanhXAoQmtdN631PQz0+cbyeEoSi1cV8r5P70gYOhPP/enn7L4ajrx0kqazrQx0D9FwanIaJVmWSc1NYdtd66m+qjJhnsW3Gv2hICd7O8m0OaaMp5SAxSnpmBQDR7vbCWmxCXqouhBc6O9lIBxic3ZhfO9qHNr9Q3hCAXJsYwS5qK7R5O1nKBJmUfJYvJ1dNbIoOZ3OgJct2YUsTxsTwhdC8GJzLb86f5wlruQpHXmvttSzObsQZQHcuGajyrrKydtClXnpk77bXBUXMl9WnD3h+lVlkz1q16woIyPJwZL8DNz22TP2DZJMrjWZPNvYQiOqa5wcaEq49zhXGGUDi1zZNPt7KbKlcUvumgnvRV/Yy0/qXiHD4sKijE124ys7jRfaT/JK52m2pi9ie0YV/3XuSb5z4Vn+e+WHcBoTk+KSjDaSTfYJ93qh8ySPtR5CkeRJ+4gCQYOvm/6wH7fJOupGjeoag9EAiiRjlOPvoCRBmsmJU7VweqAFDR0Dymg53aFBPGHvhNWhBGRYXKSZncSExs25q0bvB3GjeGGoHUWSR4lGl8IfC3NyoJlMy+Q45RlWnB6E1obB+f9AuWS2IRkBK4r9c+jBpxCxlinvA/Gwjbs+sY3AUJA9z5wkHIoS8IbY88xJ9jx7cpgpFnc5TUXMGOoPMNQfGHWH1p1uY/2OJVOSTMwWIx/84nXIiswLDx9koM+HrsVDIfp7vJw/PrV8m8GgsHR9CR/5yxtmtS8KcY3auz95NUajyjO/2Ud/jxch4pqr3sEgDRc6pi7PqFCyKJtPf+12yqrmn3Q4LTsJs9XIzR/cRDgY5clf7sXvDeHp9uLp9tI6xXUBX4jj+2rZdvP04hIms8rdn9pOwBffb4yEY/iHgux+8ji7nzo+q34c9PgZ9PhpvBDvx5baLtZsmzrVkNlq5KNfvhFVVXjpD4cZ9PjRNH20TeeOTTZwI1CNCss2lvHRv7yRlCkYykIIfvSV33BqT5xQFQ1H8Q/66aifnNpJ6IJzB2t59bd7+cov/pQNN698y0XVL0UgFuV3NadwGE1UJKViVAwEY1EGwyHK3GOB9AUON1fnFvNiSy2P1Z3luoJynCYTEU3jZG8nj9WdxWJQ+cCiFZPaFNU0fnLmCH++cjOpFms85KSvi8frz2ExqNxcNLZCVxWZ91Us5WsHXuHn547wZ6ZNZA6zXNt8Q/yuJh46cHvpkoSG3iDJvNZWzx/qMoYJS2aiusZAKEi61Y5dfeuF7BPBbjGxcdHcCD0RPUadrwujbCDV5MCiGNGETpO/h0N99SQbHdgNcxc9GQ9Jkrg1dw2vdp7huY4TFNkzqHBmocoGhqIBft+8H38szLVZyyYYO4AT/U38rH43udZkPlNxHclGO43+bn7ZsIf/rXmBz1Zcj80w0RvR5O/FFwuRbnbiUC3xlWHYxxvd5+MKYhZ3wnp2hQb5bdNebs9fh1u1Etaj7O25SG/YS7rZRaYlTuKTkKhwZlPqyODcYBtPth7h6owqLAYjQ5EAT7cdHRVEGP8MimzprE0p5YWOE/y++QA7M6twqlYieoyT/U0c8zTiUq1sSU/sXYrpGs+0H8OlWil3ZmGSVUJ6hIFIYIZwFBSQTEiyfYqZoYQkO+JGVJrerShJEqmZbj74pevJKkjllceO0ja8V8bwIDvXXY3ZXKEaDbz30zsoqsjipT8c5sT+2gkpwBIhPTuJLTct49q715FTNPuVX5zQYuHOT2yloCyDZx86wNkjDZOUfCaX52bzDcvYddda8mYgzcyEEdKMzWHh7j+5mqQ0B0//eh8tdd3TygDGohpNFztHUz9N18aM3OThVXEKrz5xjI6mYXWf+fbjLC4wmVXu/bNrKFqUzct/OMypg3XEotNTyTPzktn2nhVcc8casgpSpmyXJEnc/rnrufZDWwH4h7u/yYqrl/CeT+2adK6u6dSfbOKRbz/DUz98iQ03zz7zxpWAhMTK9GxK3Sl87cDLFLuSsalGPKEgPQE/P9t1B6nDCjzJZisfWbKKNv8Q/37kdfa0N5JtcxCIRjnc3cZQJMxnl29gcfLklVi+w815Tw9f3vscJa5kNF1wuLuVpqEB7q1cxpKUsfdWkWSuyS/ldF8Xj9adodU7RPlw6MvF/l7O9HVxc1ElO/NKE7YpxWzl/qq1/OjUIR6rO0uWzUEwFqXZO8inq9dxbWE5EnEm7a/OH8cXCdPiG8QbDaMHBN89sX/CSnVHXumE+i3Ys5/j/UaC+L9++lFiQqPUkYnbaCOsRTk90EJfeIjrspYn3E+cK8qd2XyoeCu/bNjDv599nCXuPCyKkfZAP8f6G1iWVMDNuasmEH66QoN8r+YFZEnig8VbyTC5UGSZ9+Su5sxgKy93nqbSmcONOStH2bJCCB5oeI0DvbWUObPIMseF6pv8PZwaaCHd7GJr+uLJ+6NILEsqYHf3Wc4PtZNnTcEbDXJ8oIlALMzWjEXkWMbY71mWJG7PW8d/+p7khzUvccTTQJLRRkewn67QIBlmF92hwQlluIxW7spfT1vAw49rX+ZQXy1ZliT8sTCnB5oZjAb4aMl2yh2JNQXKnVlUufP49oVnybOlYDdYGIoGaAn0zUAOUtKRDEXo0WNI6jIkIY+jrIn4qiJ6GuRkZEP5rDo0LcvNHfdvY/3OJZw53MDpQw3Un21jsN9PNBzD4bKSX5bB+p2LyS/NmDaI32o3z2of0GIzxfe31hRRf66dI6+d5+KpVjqbPQT9IWRFxp1ip7A8k6UbSlmyuoj80owpyUAzwWw1cdX1S6lcUUDD+XZO7K/j7JFGulo8+L0hZEXClWynoCyD6nXFrLiqnKz8VCy2+c2k/+Ib9xIOxfeO3Sn20ZRtFpuJG+7dQPW6Ek4fqufo6xdoON/BYL8fXdOxOS1k5CZTVJlF9bpiFq0onHWZ6TlJ3PWpq9mwq5ozhxs4c6iB+nPtDA0M96PbSmFFJut3LCG3OB15GqEDu9Myq3hQq93MtptXUL2umLozbRx5/QI1p+P9GAqEkRWZpFQHhZVZLNtQypJVheSWpM+YxkySJAoXx11xQgiMJgMp2cks2Zj4na5YU8LJPee5eGRyrr+3EhJgkCTK3al8snodOXYXD108SdPQAKosU5WagTcSJnVYgUeWJFal5/CNzTfw24snebW1njfaGrGoKusy87ijtIqNWfkJV4GpFitfWrmZJ+rP8VJzLYPhEIXOJP5y9RZuKV40ybWbYrbyhRVXUZ2Swe9rz/BUw3l0IShxJfOXq7dwY1ElyWZLwj2zNKuNnfml5DpcPHj+OLtbGghqUfLsLqJCj3syhq9r9w9xqLOV+kEPvmgEfzTC/57cz3i9yEybgyUpkycDbweSjXY+VLyVPd3nOTXQRF/YFxdlsCTx0ZLt3JC9Ardx9opJU0FG4va8deRZU3mm/Rj7ei4S1CKkmZ3cnreWW/PWTJD1C2kRftWwhzpvN7fkrmZTWgXKMFs43eziU2XX8PnDP+fh5n2UO7NY5BwjQt2Rtw6nauWop56T/U1EdY1kk53N6Yu4M38dFa7sCXWTkDBICrfnrQXg0ZZDvNB5kogWI9eazN3lG7gpd+UE5rcsSWzNWIxVMfLbpjfZ33sRBCxLKuRTZdfwYsdJukMT0zsCVDiz+euq23iy7Qh7us9z1NOAWVGpcuVxY+5KNqQm+o3HxSQKbGm8t2Aj6WYXT7Qc5rC/HkWSKbSlIYlhf5oQArQ2xlizADpa6Fk0/69QbB9DNm1AkiyAhCCKiJ4j5vsuimkHiuNPkaTZB4ULIRC6QNdFPDmvIL70kCTk4SSxkiwt6CxxxHWoaTq6NhxDNbIRLUmjyWkXslwhBLqmo01RnqzIyAvczkR1ELpA0/TRpLXDlYgz0sbVY7731nUdXRej/Tj6PId1Yf9Y+lEIwQdK/4wtd22YklUrhOA/PvZ9zu2v4adn/mvGMj67/q84fzAx6ePLD3yWnfdtmVMdR6ALQUTTUCQJg6KgC52YrqMPx+nJkoxBlicZQiEEmhBouo7OWEyfkuDc7oCPGx//BZk2Bz/acRspFiuaLhAIZEnCIMWvmeoZ6EInOlwnYNprhBBEdR2BwCgrCBhuT1zb5dJrR9iWuhDU9Pfy6VefwGE08evr7pnAHFZlBWWB38H5YsQjo4mxdsGw8o8c3wucrp4RPcanDv6IruAg/77y/SxxTS/qogsxoazRvr4khlYIQVRoccLTFMcjegxB/HmOr6cYLUOMqvCMvn8JYnVjukZM6MMMWQlNaGgj78cMz2F8PSGe1FyRFP7x1O95vfscn6+8kZtzV026Rh/evx15BvLwdRKTPQe6EET1WPx9k5UJ7xnD106YJkYH/gyEd9w3EmAEMYjm/Sc0nx3kJCQMCDEEej+gIJQLiPB+JPPVU/XfJEiShKRIxCcVVz458UiZEN+/nF0E68KUqRgUZqm/fcXqEH/WCyvBd6XvPV2Z8Nb243hoUY1oOEpm0exWMVvu2kDF2kRuSYm8iuwE388OsiRhNow9AEWSZ5UHVpIkDJI0Qc1nJoxMVlRZQZ1DV8uSjGmW74YkTRRvlxgJnUk8PkiShDqcH7g8KY1chwtvJIzFYJhSUeftxggHQJambtdCQpakWZUlSRJGaepnJklSQs3WkWOGOeRpNsjKKLknXkcDs40fmKqe0+32SJIUN7Cz1PuRL2lrvMyJ106ogaRkgj6ZVZkozGSCjRYxhFgYTcJ38S7ebnzmWx8mPW9qkQRJlrjjczfMerJw15fes1BVexdTwKgorEnPZXfb2+s+vxL4v6hi9ceOCYbT4Pp3ZiujNwnSu3nl3sUfPyRJYv2N0xN+FINCZcIV5Lt4O/HJ6rV8ePHKBZF5gxGDJdBEBE1E0YWGQAOGt5ak+H6dhIQkKcgYkCQFRTIOr/IWBjGh8VTbUV7sOMVAxE9zoBeX+tZoJY9K083BO/HHiKAWwiirKLPst1HDGc+/OHNiXiEEHcGjhGL9099YtpBjW4syA9t2Lmj17yOizbSylci1r0eVrAu2pxHRfLQG9s97TvFWwyCbybAsxaQ4532PiOajK3iKqP7H4UmQJZU08yJs6uWRQAbCjfRH6hELKEB+JaEqNnKt65AuI/ZPCIE/1kV38PSkY0ORMKVJzbhMJtqDrxHQLi9UYqFgNiSRZl6MKo/FT1pVFat6+eONEIKwNshgtIXBSBN94RoGI834ol2EtQFiIogmYsjDRtIgmTArydgMadjUDJJNJTjVPBxqFnY1E0mamJYucZk63aEz+KNdk47pKICJJKOVJKOVInsaTtU6K+M5EG7EE65jqsHLpqaRbl46umccDkQI+oIkZbgBGOrzEvKHySiYKFgS1YO0+PZOWa5JcZJmXoxRmVuyd13EaPMfJKonFsCQJQOp5krs6kRRhyp3Hookk21NSnjdTHiqfTfrU5aRZ51djt15bAQI9nV9k8Fo47RnqZKVO4p+jdWwMBk6IpqPvV3/gT82ObbuUlyf+x0yLcsXpFwAf6yH3R1/v2D3u9KwGdLZkf31yzKc/lgPB3q+zVB0+vjcdwqMsp2rMr5y2YazybeHY56foovpQ4jeKXAZC8guWD3r/ZvEEHQFT/Ja59cSHr0mrgnAcc8rl1HGwiLTsoLNmX89wXAuBCKajwbvK7QFDtIXrsEX7UCQeBKlixi6iBElQFDrpz9SN3xEwqy4cRnzSTMvptC+lVTzomlXobqIcajnf+gOTZ68mBU3txU8wG15G+fcnibfHo70/WDK4wW2zWzProqHHgKezgGe+sGLpA9nVhroGqSoOn+S4Qxp/ezu/Psp75tiKmdL5t/M2XBqIsqBnu9MOe4YJAubMv5ikuG8M3/9nMoZQX9kkEOe05wYOI835iPZ6J5wvMCazYqkxZPrMdeC/LEeglrfjOdFRQBPuG7BDGd/pIGoPotMHEBv6NyCGs4/ZggRI74jPSayLUQYkJEkE6DBsKsp7pYJxYWhxNzzib6Ld/HHiDjTVaMzeILjfT+jL1xzmZ4WQUjrJxTspzt4mkbvqxTYt7Ak6R5shsTxpBHdjyd8+XJ7l4u03GTe8+ldo3XsbJw+/vuPHQ+3PEdQCxHRo4S0CIHYxCxOET3xBHrOhrMvXDPr2Xhn4Di5tnVzLSJxuaHzaCIyq3MTzdr+/wghBEPB51CVDDTdgyInoYsIwchhdD1AiuOTBCPHkSUbNvN6NL2Xft+DSJKJnsCet7v67+JdXHHEwyy8nB94lNP9DxHWJ8cCXtb90fDFOjkz8DBtgYOsTftTMi3LMcgTXd7doZPE3ubJqiRJqCaVzMIxr01ShntCIvj/a2gKtPFXiz7J71qeY1vaWopsUycrGY85+3f6w3XoYmZBY4gbsLnryEyGEDqeSP2sDbYnXPdH42q78tCH/wRCaERidbist2M2LiESqx93HCTJiEmtxKSWIphdH7+Ld/HHjKge4LjnFxz3PLDgRvNSDEQaeaPzX7kw+CQRbaLAeWfgJO8UEkVgKEhXcy9aTMM34Ke3PRGf5e2PiV0IVDqKkJFY7CzFpdpHY87H/yXCnFacQugMROrRmd0MxBttIxjrx2pInvnkaRDWh6bda7gUEc2LN9qB27QwiWH/mCFEFH9oPwB2y3YMciqB8H4isUasxtXEtC4CkTMAWE1rMSjJRGJNvFN+xO/iXVwpaCLKmYGHuDDwONpbtNoLaL0c7/sZUT1AVdJ7McgmdBGjJ3T2LSl/OgghCAwFOfjcMboae/B6/PgG/FRvWURu+aWkmXfW+DBTyM5UBvCWnJ2YFTOrk6qQLyHYjdwzYTq9uVQuqHnwx3qY7UOL6kE84YtYDfPbuB2BN9pBIDbzvuoINBGlL1KzYIZTkVRcaj4CfZSSLoSOPvyvQBs7JuL/P1sjP1tIKEiSjDz873SfrYY0lOHwIJt5M5reDyKMUa3AZCglHKvFalqHQcnCZrJiUsvRdC8goSo5CBEh0/VXtMQeBMRwm/Wxdo98Flr8GQz//8K3eVy7JGXazybFiSpfPkXfrLhwqXnERHi0TRPbO9LWsXdgYQcRCYlx7Rv+d/xnedz3DjV7QZIFG2U7LjV/+J2e3O5E7/5b3e7xn+1qBvI0AfszQRcajd5XOTfwKDERmvmCcfWMM2nN8boMD7bx30UMTUSGXa5TP5uwPsSxvp8Cgqqk9+GNthGIJU42/VbD6rSw+fZ1o6puXU09BIZmxy15O1HX3ocvMHnyoygyZbmpmI2J2dadoV7K7XakBOE2A1Evhz2nuCZz06Rjc3rzfNEuQrGBWZ+viTB94RpybZdnOP3RLoJzMJy6iNIfrgPHzssqdwQONZub839ETASJ6SGienD4/4NE9SBRESKmh4gNfx/V4+fF47/if1HdT2/oAhHdO21ZyaZSbIYMFMmIIhtRJBOG4R+qQbZgkM2osmXsszT8efQ7M6oUP0+SJFQlHVUZxzSVwGJcOvpRUZJQlDEKt2rIQTXkYBU6V2cvGm3j+HbFRts8/AzE2Pcj7Y2JMDE9iCdcNyOZzG7IJMlUHG/zyJ9sGmuPbMYgWca114xBtk48Pvz5clHmuoFCx/ZxfRwiqgfi7RPDfa8HiYnQuLaH0UWYmIig6RHC+hDdwVPTTiRkVFLM5ViUJBTJNNzX8dAGg2xO0K+WhN+rsmWUETlfSJJEjm0dN1mqh9s40t4gUW3sOVza/ujwO64P93co1o8nXDutIZJQSDNXYlaSRvs53uemcf0cb6863L8GyYKqjL3fBsmCKltGJ4dzhUAQiPVyYfAJQtr0YXUjUCQjyaZSkk3luIy5OAzZqLIVRTYDgpgeJqwPEoj1MBRpYyjawkC4kYDWRyIjKtA46XkQk+JCkVQi74Cwr1FFLnXMLGQWpE3ITfxOxaFzzTR39TPgC9I76Cc3zU04GsMXCPOV+3aQnZo4M9IDjY/x6dLE0pq94X4a/InzSc3JcPpjXYS0wUnfy5KKgkpUTIy90USUgXADmojOO55TFxreaAcRfXLSUxkVRVYnxfzoxBiMNKPpERR5fkLt4yFJMkbFhpHZiy/H9RGjaETRRYxgrI83uv51RpdMpetWCuxbkCVD/LlK6qziwBYakiSjDg9QUxH+L3VlCCHQicXbLaKEtUGO9P6ARt9rU5eDTLZ1DStTP44iGZAlI4pkQMLwtmiLypIBk+LApEyfl3Q8hNCHA+Tj7R6KNvNc6xendf8ZFTvLkj9AmnkJiqSO9nd8dfVWtzsuy2ZSHJgYa/el7q9LtUvj4gBj7e4Nn+dA97cYik6VvC4eY7w0+UOkmReN9rcsGYa9Jm9Ru4WgPXA4YdxqIjjUHJa47yTLuhqnMXfasWyEoRuI9eKNttMeOELt0DPDnrqJiIkgx/t+jlGxvyPipYUQDPV58XQOULgkroE70DuEr99P8dJ39rbX+3bGRUv2nKgnFImydXkJkZjGw68cR5+GFRzWIvy0/vcJj4X0CNmWxOFtszacQuj4op0JV0wONRunmkurf98ls2yBL9ZFINaLQ51dYOmliOlBBiKNCWfvDjULl7GAZv9kBmgg1kdA68Uhz18L9HIQ10c0ojBiuAWKNLMRNykuLJe5J/xWQAjBgD+IpgvctrhpVWQJZdjYq4CMMqtVoCpbsBoSJ5P9Y4AkyRgkExBfAUV134xGQEbBrLixGOYXsP1WoC8yxPOdhwBBniWdtSmVmIfTUMWNqDSh3eaYG2kG5RVpOMbx7Wy3jsbFwSfRZ0GASzFVsCnjL0g2lQ5vC0zfr3EtWgN2NRObmkG6uYpS57Wc6X+Yeu/Lk8bPoNY3q/C+twoBb5BH/vtpzLb479bX72PVNUvf8YZzBKFIlN5BP95AmHA0hmcogKZP7fn5f0s+gz6F2El32MPu7gMJj83acEb1AEPRloQGzCjbSDVX0hk8PmnmFIj14It2zttwRvUA/ZGGhMeshjSSTaU0+9/gUndISPPgi3bjUN8ew/l/GUIIGrv72XO+AUWWyUtxgQQbywswKG+NYP+7uPKwKCbSTW4Go346Qn1E9Nio4fxjxlCkld7QhRnPMytJbMz4Eimminl5ASQkFNmIy5jPuvTPkWGp5ljfz6Zdkb+dkCSJzMJ0vvSjT41+19vmwTeQaDX8zmTVLi/L4aFXjvPt3+9BF4IlRZmkJU0twuBUpz6mI6ZUEpqb4Yy0Jb6JZCHZVIYqWxMYzj78se4ZEyQnQjzGys9QpDnBUQmnMQerIQWDZCYmJm5gh7QBArNQGXoXc4em65xq7sQfipDhcmAzm4Z/Ru/MH9O7mB90oY+moPLHgqNplf7Y0Rk8Pqw5Oz3KnTfM22heCkVSKXbsQpXtHO79HgORxsu+55XApW11pTiwuRKR7t6Z70Ka2879N6+nZ8CHqigkO62ohtlN5uMpy2IEYyEsBjMu1c7mtNUJz52V4Rw1YFPMlEwGF25jfkJWoybCDEaa0ERk2K0zNwxGmhLub0rIuNR8zEoSqmwmpk00nFE9gDfagS5il8W++/8jdF0nFtHQh10cEhKyQcZgUOI5RGWZVcU5bKgowGZSsZoufx/5XbzzENFjDEb9WBUzxfYsLP8HVpsAvaHzM8aXm2QX+fYtSJclZTgRkiSRa1tHTIQ42PPddwyTdgRCCDydA7TXdVGxOq6z2NnUg38wwKJ1ZW9z7WaHxg4Px2vbRtO3AWxdUYLLNr00Y0yP8VrPIV7s2ktYj2CSjezM2Mi2tMQCPrO2KEGtN+EGt4SM3ZCO3ZCBSU6sjdoXriUmghiY6w9P0BU6lfCIJMm4TUWoshWDbIUE7LjBSBNRPTClZmt3wEerdwhd6DiMJgqdSXQGfKSYrQRiEWK6jtNoosPvJcfupHFoAF8kgiCe7DXL7iDVYqNuwIMvEkZHoEgy6VYbOXbnaAb1PzY0nW/nm5/9BZ1NPYSDESwOC1Xry7juA1exfEslikEhO9lJKBqjocsTTxotQUlGyh9tm9/FZFgUE7sy12BVTHSFPG93dRYEQuh4o+3MtGJKMhVhNaQsOFFLlgwU2rcyFGnmuOeBd5xQix7T2fvYIQ48fRQAr8dL9ZbFfzSGcygQYt/pRgoyk7Bb4vZG02ZeHb/Zd4wTA+f5SNEdpBrdeCKDPNW+GxmZqzMmR4XM0nAK+kI1JHrZJOR4+IRswqFmD8vdTTxvIFxPTA/NK29rT/BMwu8lZNzGQnQRRZUSzyYGoy1E9WBCw9nmG+K7R/dhNhgwKyqyJPHeRUv51dlj3FRcyXlPL30hPxuzC/jhiYN8bdNOTvd0crirnQMdLby3cimrM3JwGk2c6eviaFc7r7U0cO+iZVSnZpBhs1+m8Pbbi5Kl+ay6ejGqScXTNcihF09x4Ug9f/nD+6laX4okSXT0e3ni8FkW5aYjSxJFacm8hfms38UVghCC7vAArYEeGnwduI12LnpbuDNvK+nKO5fMNBvERHjKzBvjYTWkTpLFWyjIkoFy13to9L2OJ1xzRcqYDyRJIi0vhU/95wdGv+vvGiDoTRRe9M7clukbCrBrbQXbVpTOaRLf5G9nS9pqyu2FSJJEstHNNZkb2dd3nKuZp+EUCPrCFxMekyR5VKk+yVSE5JUmuUH8sW78sW5show5zeCiun/KvYA4My8ZTY9gmCJDwlCkhagemLS/KoTgidpzWAwqn1+1EZPBwFA4PK37JsVi5e7KpeQ63XT6vfzJ8rEl/J3lVRQ5k6jt7+XTy9ddkXACIQR9bR7ms81kshpxpsw+vCK3NJP7v3YnZpsJSZIIByMULsrh5//0KK88tI+q9fFclN5giI2VhWxZVDT3Sr2LdzRsipkiexZu1YYABqK+WecqfCdDE+FZ7W8aZAsyC5cS8VJYlGQqnDezr+cbV6yM+WJ8GJLNacVk/eNx0QeCEVTD3EO63KqDOl8Ly9yLUFDQhU6Ntwm3mthbOUvDqdMbOp/wmIQyylxNNpUhIU9i3gp0uoKnSDdXz6Ut9IYvTil8nGwqQUZBlq1YppgFR3QfQ9EW3MbCCd/rQnC+r5vFqRm0+oaG28GCJcC9EtA1nS9s+X94+31oUwQkS3I8qW48bmns5b/qtnV8+YHPzros1WhANY69GmarifIVhaRkuWk83z76/aLcDKIxjaFACItRxaC8tTGIQgiiuo4mdEyKMkky6/9PGBnrFuLxS5KEXY1PRpON8QlXmtmNTXln5OK8FEIINCFQptEWHTt5dve80jGlkgQFji2c8DxAQOu9omXNFkIIdE2nva6LruYesosz6G3zoGk6K7ZXXXr221LHmXD1qjLigVJzw5b0tTzY9AT/cPa7OA32eIox1c2Him5LeP6sDGcw5sGXIMEqgCwp2NUMAJKMhXEJqgTPtCt4kuqkxAoNU6E3dHbKhMJJpviqR5IkHMYcJP9kgx2/x3nybVcx/lFKkoRZVXm1uZ6moQEAdrfU87Hq1cR0gS4EmtCJano8+/nbEIh/KSRZ4tY/u56nf/gSsixRVF2AzWVBCPAPBmg41UxgKMCKHdWYbeYJs8aylcWXXb5iUFAUhVhkzGhHNY0XT9bg8QUoTEtiy+KiKxaOEoxFMStjogiarnPO08PrbY0MhENUJKWwNbeIVMvsRSr+L6G2o5fGLg8ZbgfpbjspDisGRZmXIdWFYCDiw6So2AxxY+mJDGE0GzBcpkrRQqLL58OoKDQODHC4vY1FaWlszMuf9veqyKZZKS1FdD86V3L/UUKVrWRaV1DvffEKljM3RIJR+to9BAaDHHjmGAM9gxRX/3HEcEL83ZXHTaCau/pJddmwmqcnMLpUO58ouYeLQw0MRX3YVRsVjiJUObGJnJXh9IRrppQPMytuVCnOpjUbkrEYUvBFOyad1xe6iC4is5bJEgh6QxemdKukmMoYMYZxvc6pDOcFBGLCDESWJDZk5YOAz63cSE/Qx9m+bqpTMzjX102bb4iLnl4CsSj1gx4cxrffVSEhYXfbyCxK564v3kzFmlIsjriBDHpD1B5r4JFvPkXpiiJu+cx1KLOkYF8OGro8DAVDuG1mGro9rCnNw2FZ+HK9kTD/fuh1tuQWcU1BKUII2nxD/P2+lzna3Y4mBA7VyGeWr+cjS1ZhNvz/j0V9prmTHzy7H7OqkuK0kuq0UZCeRHl2KsVZKeSmuGZtSAWCc0ONnBtqHjWcjf5OPlp8/TuKWfv0xQusys7huZoaCtxufnPqJOtzc6dNGG2QTLPSNPZHu4nqQcyKewFrPBGKZCTVXPGOMZySJGFxmFk+bnU51OcjnEAD9p2Kc42dmI0qVcXx+Mt9pxvZVF00o+H0Rv0EtRCppiRSTXEPZn9kELNiShjrOasRJk7fTmw4ncY8GI3ik0k1VSY0nBHdS3+kgVRz5WyKHF7ldiY8ZpDMuIz54+qQO+VKty98EZ0Y8iWzzOuLy/GEgnz+1acwKwY+sXQNxe5kypJSeb21ke6Ajy25RTxy8Qz3L11DRNd48OxxHqs9R449sd/7SkLXdZ76wYss27qYZduWIA+zcCRJwuayUr1lERcO1fLCL3Zz4yeueUsMZ5rLRm1HH6uKc3BazFeMUXuos5Xnm2pZnBKXvxLAC021NA0N8OU1Wyh1p/DDk4f4fc0ZbilZRPbb0D9vN65dWcGGykLa+wa52NZDbUcfx+raeO7IBaIxDdWgsHlxEX9+x9YZ7yUjsSq5giWuotEJ59H+GkwLIF+5kGgd8rI+T0aWJW5btIgjHW0zcgAkScZlzKczeJzp3I39kXoCsV7shswrtv0Q3+bKQpFUtHcQu1bXdMLBCFpU4+TrZyhdUTSvOPy3Eg++cIQ7ty+ju9/HY3tO4bDGJ3zNXf2sqsib8fq9vUd5pvM1hNAnTLzWpyzjffk3TTp/RsMphE5v+AJTvWRJxjFiiIREqnkRjb5XJ52nixjdwTOzNpxDkZaEurgQN9ZG2TbakS41f8p4q4juYzDSPLxCHYNJMfCRqpV8pGrlhO8/sXTNhM/jj3+kahW3ly+heShxva4khICe5l7MdjOSPPkFliQJ1azS2+Z5yzK2pzvt3L9zLR5fkKKMJCzGK7PSO9HbSUTT2JQddxkJIdjb3sTV+SXct2g5VoNKIBrhb/a+RFh75wtSXwlYjCpm1UCq00pempvlxTn0ef00dfdzqKaVC609dPTPPt+kJjTC+lji+BJHDlbDO2e1CZDtcPBqQwN1nj6+fWA/FoM6q8E9w1zFxcEnpyUDRnU/9UMvkmZehDQ3Se9ZQ5IkVNmGKtvRZik2/1agv2uQs/sv4vV4ETrUHmskIz/tnUqkBeC6dZWoBoWrlhazqCBj9PvH3ziNYRZU/zJHAZuiK7kqbSUpxiTkYXsyFW9ixjcipA3gj04dqDt+5QcSKaZS4k944kupo9EbPj/sNp25B4aibVNmEnGqOROYtBZDMqpsI6ZNpk0LoeMJ1UwynDB1jrbp0Dg4wC9OH+UbV9+IRHyv7VBnKw9dOIU/euVmjZIEKTnJnHnzAp0N3WQWpU8QV+9p9XBi91mS0l0JDeuVgMcX4PVzDTjMJs61dXP7uiUYr4CbtDcYQJEksu1xoooAugI+1mblYVPjqyBVUeLkpAUv/Y8Drb0DHLrYSl1nH629gwwFQxgNChluO9UFmVy3soKijNmHkvSEBzk/1ExLoJsCWwayJJNidGCUrxzTdK64uaKC15saWZcbX1EUuZOYzaufaV2BQbbMKKxe732ZYucOMizLFqK6CTGSEeedBIOq0NPax9n9NRQsysGd4XpHG02AFFec2+C0mXHaxkhsG6sLJ3yeCoc9p6hwFJFtnl3kx4yj3FC0jWgC5Z4RTDSccf1Yi5JEULs0YFowFGklrA3OuG+gC23YcCZ+sV3G/AmxmzIKLmMeweBkseQ4I/gCpc7rF8TVUJGcyp+v2TxWtiRRlpTKJ5etRb2Cwf+yLHPzp67h+196gH+48z9Zfe0ysooykYDOpm4OP3+C9rpOPvT3d2O4Qiu/8dB0naaeAbKTnCwryOKpI+eIxnSuRNESEBM6EU3DICvDaaGiJBnNiOG6tHqHyHe4sahTD+yRUJTTbyYOq5oKsiKzbEvlFXNT9XkDfO+F/aOfBfE8iLIskZvs4iPbE0t+XYp955v49hN7WVKQwQ2rKynJSsFlNeOwmrGZjCiyPCeiULYlhaGoH7NiYpm7eFic/Z01wFtVle1FxSAERoMSX3HOYoS3GlLJta2jwfvKtOeF9UEO9XyPqzK+gstYcEXeAQnlspXNxhMBF6KOjmQ7m29fx4rtVciKhDvd9Y52046HEIJITBuW3JOpKsrCPItBSZJkfLHZ5x2d2XBGWhJK3kE8+a3VkDqucAmjbMNlzCcYnKw0EtL6GYq0Yra4py0zrA0xFGkhkXtYkcw4jfnIE1L7SCSZiof3LS6FwBOpRRfRWWUnmQkWg0qOY6xsSZJIsVhJsVx+EuVpIcG2ezYRCUV57mev8uIDrxMJxl1pRrNKcqab+/72TnZ9ZDvyFV5x6kJwqLaVc63dNHR7qOnopc8bQLlC5WbbnehC8NDF09xQWI6qyIS1GDqC/lCA2gEPzzfWcF/lMlLMU/eDbzDAdz7/Czzdg2gxHYvdjKLIaDGNoC+ErMhYHRYkaezNM1mM/Oz4vyEpV6ZtNpPKtcvLgTHx/EN1reyoLqEgdfYrxLzUJFaU5NA14OXnLx0mxWGlKDOFqoJMCtKTcNvMuG3mGaXHYPh3LKnkWzM41HeB3vAAALsyV+NUrwxreT6D/wMnjvNGUxMQF+RenZ3DFzdsRJkpgwkKla5bafcfJqxP777uDp3hja5/ZUXKx8iwLMUgX4nJw/zerZg2iCSpRLV2QtF6LGo5RsPlG/hIKMqFQ3X4BwMoqkLpiiJcqZfyBt6ZhrS5e4AHnjtEV58XgWBRQSYfvG71jKvOm7O2jzJodaEjMX1o07SGUwh9eMWZ2BLHN7aNEwpQZStONTehEQtpgwxF20i3XBoTNBFhfQhvNLGgvEVJwmZIm9SoS2M1J9xPG8IX68JlnHmT+J0KSZIw28zc9MldrLluBQ2nmhnoGQIEzhQHRdX5ZBVljJKGriRkSWJJXgYlGeNSgUlgVK/MSndjVj6/Onecbx7dy2utDaSarQyEQjxed44325s50dOBKit4QkGCseiULGi728pN9+/gtT8cYNnmSvLKs1FNBsLBCI1nWzm++ywrr15C+YqiUXe3rMhX1PVtNqqsKckFoKV3gDcvNOGymunzBdi+pGTW91lfmc/aijy6B3w0d/fT3DtAS88Ar5+uZ8AXJKppLCvK5ou3bZn1PV2qjVtyN1HnayfN5MJ6BeI4hRB09wxx/EQzPT1eDAaF/LwUVq4owGSaPifrZ9au4zNr1yGAwVCIv3j+OXQhZgw2kSSJFFM5xc5dXBh4bIb0YoLu0Gne6PpXSp3XUWDfTJKxeEHy/F4u+vwPYzevY8D/FAKdgeCzFCRfvqBCKBDG6/GRV5mN1WHBnZaIbDd3HkVM03j5ZB29Q35kCdLdDtaX52ObgfE6F5xv6mJxQQZ/dd8OQpEY33/8TfqGAjMaTovBTGugkxOD5/FFA9gMFpa5K+eXHSWiB/BFO6cMCbGrOZNWcQbZgsOYQ6J9zojuwxtpm1Z4XQhBWBsa1pNM1MAkbIbJyUXHk5Qmt8OHN9o+wXAmSsI88rnVM8gbFxqRZZkVBVmUjjMQkiQlnB1fmvR3qvMvF7Iik1WcQVZxxrTlXmk4LCa8wTA/e/UQ1mFX4CevWYfpChjPJanp/PXarfzPiQPsbW8iOkwAOtDRMnqOJEl889ibXFNQOqXhjIaiXDhSz9bb1nLzJ3agDg/MQgjCwQiPpjioP9XC+79yKzbnzCuzhcav3zjO9SsqyEpy8tihM/zitSN8YmdikelLIUQ85CrVaUPTdcLRGAO+IOFojI7+IboH/XNmPftjIZ7rOIg/FiLF5CTF6MSp2hbUbdfb5+OXD76JEJCd5SYUivL0cydobunjnrvWTnttPGl0HKFYlMIk96zrpso2FrlupS90flgmdHr4Y12c8jxIo/dVks1l5FrXk2Vdic2QxqTVl3TlBRQAApHTOMybUGQX6c6P09D7pwtyX1mW8A34qT/ZhNGkUrGmdArjOTdIkkRBmpuj9W0k2y2sLMlFXaCJ/si74BhWORIi3isZSQ5M6swRBg2+Fp5ofwVVVmkPdlNqz+eXTU9wb/6NFNpyJ50/7SgX0gYShpaMwGXMmxSXKSHjULMwyvYE5B7BQLSRiObDbHBPcVfBQKRxSvew1ZCW0HBaDKmYFTchbWDSsYjmZSjaihBrkSSJmKbj8QeQAEWWR2f4QghMqoHazj4y3Q4sqoGm3n6y3A68oTCSJOE0m5EkGAyEkGWJVIcNIQT9/iBCCFIcNgYDISKxGLIUv7cvFMYb9nM54VBCCIQuiMU0VGN8wNeiGp2N3ZzYfYZwMELF2lJKlxeimmbHLpwOsZiGfyBALKahazqerkFi0diEMJdAJMqKohy2V8VXRsYrFAKjygrXF5VzdV4JUV1DE/qUYQdu09Qzy1AgTP3JZq65d9Oo0YT4D9pkMVJcnc9Lv95LOBh5WwznXRuWUpged8/ee9VyTjUnDsdKhAMXWnhoz3GauvsJRWIYDQpOq5nKvDS2Ly1hUV4GBenuOdWnM+QhzeTCoVqxKWZCWmTBXbXdPUMYDAof+eBV2GxmQNDROci//9czMxrOXxw/zsG2VjRd0O33ke9yzbpcSZJwGQtYn/4FXuv8GoORphmv0YkxGG1mMNpCk+91FMmIQ80k2VRGsqkMp5qDTc1AlSxIkgEZGUmSkYj/IUmj/y8N/398tTu/ya9BdhGInCaq9dDrfRCrumhe97kUjmQ7N3x8B57OAXRNwz3H92YqKLJMZW46WRebyXA7KMtKXbBtpR8+sZ+6tl50odPd7+OJN84QjWmYjArXrC6f8fpD/adYnVyNW3VwyHOKe/Nv4s2+Y+ztPTp3wxnWBvHFEv94JWQchkwUaSIZQ5Ik7IYsLIZkIpHJrNjBcDNhfQgz7oT31dHoDZ1LeEzGgNtYMGmfQZIkDLIZh5qT0HDGRGh4pRvf5+we8vHo4TOkO+20eAa4e91S/nDoNGkOG5GYxu1rqvib371AeVYq1y4tp7arj9fPN6DpgrXFeeSmODna2M7J5g7+/MYt+EIRnj5+npwkJxvK8nnmxAWMisLFzl4+dNVKGvv6qe/u5qRHZvHsonESovZYA2fevMCO92/GkWyn5mg93/7Mj2g43YJBVTBZTXzyPz/Ejnuvuuw9ue7mPn7yD4/Q0+ohHIzgHwow0OOlaMnYql2RJMqyUrEYrzzTUpFkrKoMl6MfKklEozG6Wz1oMR3DuJmoFtPpae0jFtUWRLZuPjAZFIYCIU42d9LQ5WFDxewVW8KxGMkOKytLcinOTKYgPYmsZMdlxdbmWtM4OViPTTGRZUnGalh4V63VbMRiMRIMRXE6Leg6+Hwh8vNSZrz2+rIyrsofR06UJHoDfsyKAZfZPOPkccRluznjqxzq/R96gmdmcNuOQKCLKLqI4gnX4QnXAc+NHlUlK0bFgSpbMMgWDJIZRTKiSCYMcvzfETZtWB8krM0+TGg8Uh0foM/3G/T/j733Do/jPM+9f++07RW9d4AAe28i1XuxJBe527EdxzVxjhM7Tk7iJCfFSU6aHTtx4ha5F9mSLKtZogolkZTEIvYKkOgdi+1lyvfHAiBA7KKwSPJ3cl+XLhE7M+/M7M68z/u0+7biJDLH0ZTyixrnQkz2hufW4Xxz4s6tbcRTubsahBAMhaIU+vJHSyyyLViSkJCEQJEUyh0lnIiczbl/XsNpWRYJY4S4nltOSJPcOJSCLPHABfCoZTjkIOPMXsWFMz0kjTDePA21lmXkVWeXhErQljvvowg7XrWCoWRuNZWo3k/ajOKQgngdNtoqigknUqR1g9FonMbSQpZXlvBqRw+RZIqqQh8NxUEM02QoHGNzUw2RRApNkXFqGmndYE1tBaosE0+lKfN72L6kjnAiidduY3NTNeOJJDZVwTQtFNmirvTiw6qWafH4t5+h+2Qvm+9ah81p47mf7iKdyvCpL38Ih9vOo994mke+/iRXv30TmnxpeQNPwMV1b99IKjHzYfQGznscNcWBqYBUNJnGdRk83SsJh8tGy9p6Hvz3J4mGYixZ14DDZSMeTXDs5TM8/aNdtG5owP4GkVp//4UDXLu0noNn+yj2u/nRiwf4s7fdsKBjtyypYWtr7YzqWd0wePVUF/GUTmtVMYVe56J+H5ukcmf5ZtJmBhDY5cv3++549hj7X+skndLpODvEyZP9FBV5ME2Lc50j1NcVzTuGLEns6GjHoaq0FRUTSad4ur2doMPBfcuWUe6ZP7wohKDIvoQtxX/AsdADnAo/hpGHH3uhyFhxMvr8CiyXCrvaSLn/CxjmGJLkQsqjEvX/AsoLs9GGaCLFM/tOMTAaZcvyWsKxJI/uOoZhGNy8cQlttaU5j1/pW8Iven6NhUWlI5sG60sMUWTLXaCX33BiMJbqwMqzArMrARxyMPc22Y9HLc/JzqFbCcZSZyi2t5GrMittxgilOnKOK0saQVtut1uR7Hi12S71JCLpPpJGGIcSxKFlxZcjyfRUqb4qS8iShF1VMEwL04SRaAKbGkYIUGQJmyojyxIj0Rgj0RjllaVYlkX/eJRzw2Mc7RmkMuBDkbOrFqemZjlVewepLLARvYTefMuyOPjcEVZfv5yiygJi43GOv3yK2z96I7d86DqEJIiFE3z/r36GuQD9ufngCbjYeseanNsmS75P9Q4jS4KKAh9PHzrNratbrkiOcyEwTJOUYWBXlLxcpQ6XnXf94Z18+89/xi++9iTShJGxrCwzU8vaet71h3fye888zlgqOZFv19FkGSEEpmWRMUzual7Cb69ZWJvIYnB2aAyEoLY4wPbWOg6dy58muRBp3WDHa6fZ0FxFScCDYZh8+eEX+dUrx0BAwOXg737rdhrK5vfkDMvkVKQbu6RRaM9OSPvHTrDc14Bfm00/djEoLfWxNJ31kFavqsY0JxfSFqtWVuNyzr/w+8WxowSdDoZjCe5/7QCdoRBfvu12kn2WLwABAABJREFUfn3mND3h8IIMJ0xo+2q1rC/6BFXurewf/gZj6bOXbECvNBLpY/SGvoRujiMJjRLvJ/Dar3mdCl7fnAvkA6d6GIskKC/08e+/eAnLsvjArevRTZNDZ/ryGs4mTw3vr3kLB0LHKHeUIBCs8rfmjdjkneVMS88rJQZZWRyHkttwCiFRZG+lPfJrDCs9a/tg8jDNvttzsv0MJ49j5CFXdshBvGpFzm0SCh61HFnYcj7wEb2PlBGaIm2vKwzgUBWua2tAlgSVQS8OTWNzUzUeu413b1nJcCRGkceF06ahKfIUgXC22V4Gy0KWJAo9Toq9HlRZIuB2sLmxGrdd46blTficdu7btIJTA11E0hYXuw61LAiPRAiU+JFkCT2tk0qkqWqpmKqklWQJh9txRZ7pyFiM9sNdFJQHqKgv5njPIJYFzx7tQBKC4z1D3LTy0sVu45kMPbEwVW7fojhnz4bH+I+Dr/D7a7bkpdwTkqC2rYL//d1PcHTPGdoPdZKMp3C47DSsqGbJ+gZUm8KngpvImAaHBgfY19fHrY1N+G12RpMJnu44Q1vR/N7QxaDU5+aFYx0k0hn2dfRSVzK/kZvEsa4BvvHEHkoCHkoCHl7r6OOp105x67ollAU8/GL3Yb67Yy9//p6b5h1LACkjw+6Ro0xSSpyLD9DkvnxV6a0tZbS2lGEYFqlUBrtdJZHMcOxYL7pu0NRUMu8YI/E4myqrCNijVPq8/PLEcUrcbhyqumj5PSEEqnBS6dxEadUKOqMvcTa6g9HUGWKZwQWGcF9fDEW+Q6nvd3Fpa0np7XSP/VXWcC4CZh4q1fmx+MW5aVl0D4foHhmn2Hd5FmAXIpZMU+hzsaSmmM6BMUzLosDnIp5Mz1lI2ZcYYjA1QpmjGAuL/aGjABRoAdzK7JD1HIbTYCx1Ju+JHLJ/TiKDAnszklBzGs7R1Kms6kmOCT6b38x9g0X2VvJZBSEEDrkAu+wjpg/O2p4xo0QyfZQ4ViCERLHPPePHm8zTaUo23FEZ9FEZzF9sML3Str44SHnAi0NVkSQxNUahJxvW9DsdLK8uZqgX4gvvsb3g/kDRVBKRBKZhYprZYiGHO6uZGQ3FOLW3naVbW64IT+2xV87wL5+5n3XXL+P3v/wBVtRky7RX1mb/f7iz/7KwBnVGQvzDqzv5woarafQv3HCMJhPs7uskoc9dUCKEQLNrrLq6lVVX5y6mWFGSXZXuONvOW1uXsr26Zqr61muz8UJXJ1urLr9ixHu2r2bPqU7SuoFAUF3oX/CxXcPjCCFoqcj2VR/tHKC2OMCn79yKTVUYjyfZdzp3i9eFkITEykADKwPn0yJnY/34tMtXGDQZ8h0ZCfPqvrNctaWJnS+e5OVXOlBUiX37z/GJj1035xjRdJofHHqNoMPJzY2NOBSVR06c4FwoxKrS3G0EC7kuVbho8N5ItXsrw8kTDCePM5o6xXDyOJFM75vGiCpyEFUqnKjxCKIpF3PPV64qfxaloQWRRJrWymJaKoquSC1BKq3z3IEznOwaYnVzJWd6hnnlWCfjsSQN5fnnk854L98/90sqHCX4Nc8U5d4Sbz01rtm547wzXbaXMneoSCDjVkvnVDoJaPWokjMnrdV4uouMFUdmZjjGsiyGUrl1PwGK7XP3fzqVAuxyIKfhhKzBNrkBOQ+v7cVCliRctivc1yUENW0V7P7VXlrWN1JaV0wmnSEeSXL2SBdPffc5ek718qG/ec+MopfLBYfHji/opqDMD2Tp9qLJNGBhWeCya5flRUgZOifGhomkU5iLcBtShr4gntpJzcH+s0Mc3nWKyFgMt8/Jsi3NlNUVZfs2J27Eoai82HWOVSWl2BWFhK7zQtc53FdILcfvtPOurasu6thYMo3PZZ+SdRsKx2gqL0JT5KlWlcX2y42lIzzR9wopM4OFxd0VV112dZTRsRhd3aOoqsz+A5185EPbcTo1/vz/PDTvsVfV1FDt9eF32Clyuviddet5sfMc22pqqQ8snDwiH1TJSZlzNSWOFWTMGCkjTMIYnSgIOk0ofZZIuoeUGZ7wZqxpxmLmszvTiFy8sTKtNF2jf4yFiW6M0pH8NJpchW4OoinV8w8wa7yLr+qdC7l4gCVJsLS6hKXV80cTLhaNFYWUBj2UFfooCbhpqizkhYMd1JUF2bysNu9xcT3JDSVb2V60Fk06P5cpedom8xrO4eSxvP2bstDwatVzFgrIwkaRvY1z0edmbZusRit3rp3xecoME0535xxPIM9LnOBUCvOKWgNZrlzLAPHm4dtcKCRJcM/v3s6XP/lf/O17/xVDNzB0k/99x98iBJiGhcvv5P4v/pi/ePDzaPbLe4/LNjbxb8/+6YTnBe39o5zuH2ZgPEr38DhLKot439VruRxtWWPJBI+0n+DwcG4N2Fw4GRohkp47J2VZFqP9IX72r4+z48e7sgVwsSQurxOwuOm923jrp2/BW+BGCME72pbx5Zd38YGHH8AmKyQNnWVFxXx41do5z7NY6IbJeDzJPz3yAr9z4wZAIAlBkde14JyxXVUYjSYYDsdw2lQS6QxlAQ+mZdE/FuHg2X5uX7+4ku6kkcap2Njsb0MgTUmMXU5YFmQyBolEhlgsRcDv4vSZQRobZrecXYhan5+heIyRRILucJgqn4/fWr1mhh7j5YAkZGyyF5vswWNVUGxfNsNAZswECX2EhDFK2oySMeOkzTiGmcKwUuhWCsNMz/q3YaVIGmHG053o1sJCUQKFAvc7p30yYbCtDJJYfBWsfoXyuJZl5tVSvpJori6mbyRMe88wXYNjNFUW8darVyAkMadOa19ykGZvHUFtYb3AcxjO/J6fLDR86vz5jhL78pyG08JiJHlyluEcT3ei52EpcqulOOTgnDelSW6c6mRD8uwVz1iqA8NKo/DmVLKfC0IIVl+3jD/45ic48tIJYuPxnDF7SYgrwnQjJIEsnfdk1zVW0lhWwNOHTlMe9OKx2y5b6CWaSfONw69ensGmIZPSeey/n2fvjsPc8dvXIoTg6R/t4t5P3cRIX4gXH36VQLGPO3/7OhRNodjl5i+uvp72sVHGUyl8dhv1/uBll08bjcV57kg7Bzv7+MmuQ0DWmLZVFnPXurYFjVFbEsSyLP7vz59jfVMVJ7qHGAnH+M5Tr7L/TA/RZIqqIv+ir60j2odhmYDgBm1NXmHfi0VBgZt0Wueb33mezq4Rvvb1HRw/0cfqVfN7T6fHRjkymI0uxTMZDMvkz6+57gpWdouJZ3wmvYFN9mCTPfipXfSIo6l2dvb/NSOp3J0Es65ASLht2cK0VOYckuQmkT5ENPUqbvvCyDKmI1cq7XLAtDJ5Ha8riXP9ozyz7zSPvHSEq1bU89rpPt59w2p87rkrjmtdlTw7+DI98UGUabJi1c4yVgVmp3RyvgWWZc1tOCUNr5a7SGc6ih3LyW3ErIk858yWlHC6E92arXACELQ1Is2jzCCEhE+tntC3m/1ApM0o4XQ3RY6FTUZvNqg2lVXXLmPlNUuzRjNPhOX1UkcxTItNzdUE3U6OdA1clpqkGo+fr15356KPOzoyxH8f3TfnPvFIgt2/2s9N77mKt3zsBo7sPsVLj+xj1dVtFFcGkRWJnQ+9yg3v3opHU7Asi1f6evjJkUOMJOIEHU7etXQF68srLuvk7HXYuGpJHU8fPs07t6xECIinMnz913sWbDiX1pTwgevXcv/Te9l9vBNzwtg9e+gMpmnhsmt8+9ev8C8ffcuCr8utOGjz1U4Yziujx1hY4OZd79hI38A4269qAeDqbS1o2vzphjuaW7ijuQULSGYy/P7jj71hTFpvBIajP8LvvJlIag9OdSnDke/jsV21qDHyOSqXCpPMRBj49cWZnhHqywuoKvbziXu28o1H9jAWTcxrONcGluGUHZyL95A0znvhmTz3kNNwZvObuSnvYKKiVi7Mu30SbrUEt1KSk0RhLN2e9f7EJEWSyVj6bN4fstDWsiCS9oCtLm9RUpZ38uglGc5kPDXFNPN6wrIsMikdSRIo2twcnq8Xgm4H4EAIwZq6isvicfpsdm6ra1n0cX6bgwdOzU2dpmcMouMxalorZinIaA6NxpU1PPXDl8iks1Xdz507y8+OH6YhUIBumWwor+TfXt3N76zZwNaqxeeT8sGuqpQFVKoK/FQEvQghyBgGFQULpzlzaCr3bF7Obeta0U0zpyarvEhSDLfi4JriVVNhSfUSVTxywTBMhBCUl/pnfL4QRpmxRIKEroNlTYVq3wzvxeuFtNGLECqy8OJ1XM144teLHiNlRObUJc2FyXzuXMiYqYsU555/7LkgyxLheBLDtLBrKoosYS5An9ip2Fnhb6HWVYFu6chCxq04UfM4aznfhFD6bF7PDyBoa1gQK4ci7BTYmnMazrQZI5LpJWCrm/o7y4s7Oy4uCxt+Wy3SAgRl/VoNstDIkFuSbDh5dNZnlmlhmuZUYcgkvZ2YCHtO/S0JDu08js2hseyqFqQ8ITtzYjJAXB6ZH8g+rM//bBcltUUsv2p+aq2MGZ9TDi4XZGHDJi+OtmwSl4s6K0tFtnjYZBlNnvv5kGQJWZEZ6Rub9TIJIZAkaeI+slewp6eLd7QuR5VldNPgHUuXEXQ4eKHz7GUznJZloRvZZ/4P79w+9W+AT9+yZVFjKbKEcgnEF5PFWIKJ30GIGcbSsiwMy0QS2SYVy7KmWrSy21l0G0hvX4i/+ftHMA2LwkI38kSS3OWy8YU/vH3OY59qP8OB/n5M0yKUTFDp9b1JuwvngplzzlsI7Go9Y7FfktTPkBo7hywt/N2dRMaMXVTdhzGPN6mb8Yvqg11IXlTMQeO/vL6MB3ceojToIZXRaa4qwueePzUX15O8MPwqh8ZPTjAIySzx1HFN8caFt6OEUufQzfw3nY+950LIQiNob+Rc7PlZ23QzQSTTM2U4E8YocT23YLZLKcQhFyzICDmVImySl2QeRfWxdDuGmZ5SN8ikMhzdfYqh7hFcPheb71hDaDDMsz/dRdvGJhpX17Ljxy9hZAyaVteSSesc2XWSnjP9rLl+GaN9IXxFXsIjUXwFHizL4sCzR5Blic13rqXrZB/VSyp4bfchEpU6XGRRomVa7PjBC2x/26YFGc6B+CucGv/xos5R5FjFsuBHL+4C32AE7U62VlTjnEOP0+Gy0bahkV/+1w4yaWNKlg2yRmB8JILT40BWspO3U9PoCo/PqND02+1kzMtX9DAcifP3Dz0LZPPT0yuJqwv9fPrWrZftXBnD4MjQICUuN2UeD6dHR8gYJq1FRcQzGXaeO0sknSJjmFxbW0dPNEJzsIBDgwOsLC3luY4Owuk0rUVFLCko5BfHjiIkwcaKSuyKwmOnuzkZLqQy2ItDW5i3ocgSy9oq2LCunsrKwJThzLconY6bGxq5uqb2/AdCTDPiFnuHuwmnU2wtrcU2z6LqjYJhpTHmmGsnkYuhrdD1TqKpl7Gr9QDI8+gc54Jp6aSMMIq0uLqPuewDZIuO0mZ0VjpuIdczlwcsEEgiv+H0u+2849pVJNMZ7JrCtasbF7Sofy10jMPjp7mhZAsexUXcSPD0wG5cipNri2fnjmc9TZZlMT4Pa0bQtrBGd0mo+LW6nKQEGTNBONM19cUm9NG8bSRupRRnHrKF2edUCNoaGM/kJm1OGWEieu+UDJmiKtQurUKSJfY8eoDNd6yh43AnRZUF1LRVcmpfB5lUhjXXL8fptjPYNUJVSxkur5OuE32MD0cQQjDYNYKe0envGKSsvpjS2mIyaZ2+9kFKqgvpPNaLVGAtynBaloWRMUgl0wx3j9J+8Cy1SyvZ99ShGfsJAU6vk9K6ItwBN5IkkIWGJp8P9QkE8Uw/ofRpnEopHrUK6QJpJOUiqvLeLKjx+vnjDdfgUvIbTrvLxr2fvplv/MmP+f6XHsI0TEqqCxEiG4LvOtFH26amqTD87Y3N/NXO5/je4TA31zeBBZ3j4zQFF95fOh8CLjufuT2bl3r41WMEXQ42NlejyhKqnH+CiCRShONJSv2eKWMzF/ad7uZbT7/Crde2YVcUyjwehmIxUoZBa1ERsXSakUSC5cUl/PjIIdaWldM1Pk61z0fH2Bg+m52eSIR7W9twqCp7+3pRZZkNFZX47HZssszykgJeGfBSZKg48pCYXIjxcAJVlVm9qhptkSmIkUSCh48f57r6OkrdHh46fozfWr1mSo+z2VfEzv52jo4NsKqgHMMyiesZJCFwKRopQydtGkhC4JBVUqZBytBxyAqarJDQM2RMA6eiokoycT1NxjJxyhqqJKFPeEeqdPHtX4aZnjO6Nwk5B0ezqpTgV+646HNPIqYP4VLnr2KejtkCHhfCIpYZxsJALCBSOAnDSs/tdQou0GKeOJtlYZgmLx/rxKYqLK0rJZHKoCjyFInHXDgd7WRr4WpW+FrORx0ti10jBxZmOCcluPKFD2Rhw6ctrPlbCIFLKcatlDCe6ZyxzbBShNM9mOhIlkJcHyShj+Qcx62VYc9D75cLhfYldERzq7vrZpJQqmPKcFpY7P7VPkb6x7jtw9dm82ChGPJE/xvAkRdPcPZIN8VVBRRWBLOhXSObRzJ0g6HuESJjUUqqCwmPRDn+yhmGe0a593dvJRaOMzowTjySwKctLpBkGiY7f76HB//tUc4e7iIeTvDzLz/KQ199fNa+esagsrmMj/3TB1l74wpKnZsodW6a2j6ePsPLg3/J6sLPUuu5FekyiHq/maBIEt55+iuFENS2VfLH93+Sfc8coeNwF26fE7ffhc2hcd9nb0fRlCnDWecP8K8338a+/l6KXW4kIbirecllrapVZJmKCaKNo90D/NP770CZ1kuaDwfae3lo9xH++B3XEfTMv+AZDsfpHYsQzaQJp1IYpknGNBmMRumPRih2uVlWXMzevh5CyeQEYXqc0XiCtGGgSBKGZZIxDTQzayhe6Opkb18vq0vL2F5Tyw8OHafM149bm98QTMLptDE0FGHHM8cIFpwnJFGVrDGd63v42dEjVHl9/PTIEf5g61Xs6e7mA6tWIzNBdCHL9Mez99zqL2b3YCcnQoOMZ5K8r2ktz/e1M55O0h4e4WNtm+mIjNIeHiVpZPhg83p29J6mKxqixOlmW2k93z35KsUOD+uKKmn2FbFnsBPLsthWVr/g+50Oy7JImWFSxtxGSCDn1f+8VPkyC4tIpodix9JFHRfPM1dPRzjTiWkZeSUkcyFtxuasxhVIqFLuQp99J3v45YtHSOsGZQVeBFBW6OWurcvm1eOUJXl2u4oQC89xTvYj5YNHrZgq6FkInEohLrV4luGE7EonZYSxSR7G052YOb4wWWh41UpkoWVzKqbFcP84hm5QVp07fDuXR6xbSULpaddiQXlDCU6vg9h4jEzaR2Q0RiycoKKxlLplVWy5az1YFmX1xZimRdfJPjKpDPUrahgbHGegawRv0E1pbRHugIuOQ53oaZ2a1kri4QSDncOU1Rdh+WUii6j+FkJQVFnAje+7GtOw+NYf/4DNb1nH0i2zi2fGBsZ59scv8tN/eJiVVy+d1cfZF38BRTio896xqAf5/28QQuDyOtj2lnVse8tMvlm3fyYzTiSdIp7J0FKQLYQbiGVzxk5VxTuHfNnFotDj4mtP7CLozhrCQq+LW1fnK5SyGInE6RgYZTw2v6HqHBojaep0j4fRDZPlxSWUut2MxOMcGhjkmjoXDkWlzO3JUgzabZS53ZwdD1EXCFAfCNA5HuS1/n4agkFWlJQylkgiCWgtKsKuKCwvKaAvJWNaC5/My8t8XHdtK68d7OLYib6pIJ3Toc3bkhLPpFlfUUE4lWJPdxfKtAWNZVlE0il0yyShZxhLJ+iJj3NnTRsvD3VxPDSIJsncVdPGzzsOYZMVApqDgM2O3xbEqWr4NTsph5tad5DjoWw0zKPaCKUTU97mpcBEJ5Q+N28Ppya7F+W1LQ4W45mu+Xe7AHPJTU4ilDo7UVm7cHuRNqOY1lxtLAJVyr1QLAl4aK4uwmnTWNlQjm6a/PLFIwsSsl7jb0W7YHHikh1sDK7Iuf+sXyNujMy5mvBrNYuaeB1KELeSm1g3rg+TMsZRhI2xdG5id1VyTnmHZ0/20989Rjya4vTRHj70B7eg5mgQzxYI5easNaw0kUzPVJ5TkiVaNzaRjCVRbSqqTWH9zSuJjscprStGc2hsuGUlmZSO3WXDNC2qWsoxDRObU8Pm0GhZW0/jqlrsThueAjfBUj+yIqNqCmtvXEEmmUGXo7ww+tiCvzfIFrMsu2oJy65agp4x+P5f/YyVVy/llg/NpCKzLGtCDkvw4L89hmnMfqmT+giyUF8Xgd1LwcmxYT773OK+p0kIAV+77i4qPbmLJDKpDCf3n6W8vphA8fyFFA+fPM4Dx46SNvQZC7RbG5v55LrF98zNh9+5cSMHz/WRSGfVSOZmoxIc7x7kz7//5IJCtZF4ioDXSbXPx5mxUQbjMRoCQaq8PnTTRBGCGr+fYpcLp6oiCcGNDY0kdR2HoqDKMtfV1RPLpLHJCposc0N9Pbpp4lBVBHBDfSXP98dImgvv39M0hS2bGlm7ujZbGDVhORfSVtJcUIhhWawuK+Nrr+xhdWn5DK/hWGiQpf5ShpMxhpNxApqD3YOdnAmPcHftUsZTSQQCu5IVY9g73E3A5qTY7iZj6Lw4cJbVBRUEbA6KHW529JxmIBFBkSTG00nORkaxgFXpFG5VW3QhoGGmGEzML6KdS384aaQ4E+0kYSSxyBZ02WUbS71Ni7oOC5PR5OlF5yLzzdfTMZo6jW4l0Vg4VWNCH8OcoxpXCAmbNLvaXAhBTWmA6uIALrtGW13W5uw/2cNC6habPXVYgG7p6KaBLGSqnWVIOXLLcIHhtCyLWCZ/yBQgYKtHzJGcvRASCgFbA4qwz4rlx/QBEsYodtnPaOp0zuNVyUXAlg2FjA1H6T47REl5AJfXnp+5XrLj06ryjhmdOK9byn65iirP8DaKqgooqjrvzWYNataDk2SmKO0sy2LLnWuRJAl54jOBwDGtikvVFFRNmdEbdLkhhEDVFPzF3inC9wthVwrojD7FQGIvHrU6Z4JdEtqiqmqvBMwJT2EKIvudJvQMA7EoLk3Dq9lQJQnTgqSRYTSZwC4rrCkunzMvGIsk+MVXn+Rtv3vLggzn+vJKeiIR7mhqocLjncqdzXWOS4HPaafI52YkHKPY56alPD+ZfEWBl7dtzb0azoVTvUOEY0nuaW0jnk7j0rKqQI5p75Amy2jT7k2e+Gzqb0ma4WnbFGWGL2FXJeyqSWoRUZVoNMn4eILKypmpmG/fv5MPvm/unsS3ti2d8jL/8863IImZ7DAN3gKKHW5Shk7S0Gn0FtAeHmFzcQ2FDhcBzYlXs3Fr1RIKbE7uqV3O6fAwQZsDVZL5reb1nI2O4tVsFNhcfLRtE6PJOI3eAlKmjmXBQCJCJJM1nIuBZVmMps/QE9sz775BbXYoOG1mOBU9S6WjlN5EPw7ZTq0zvzrUXAhnuonpg7jVhVHhmWRydidciIwVpzf+Mo3eWxd8LVG9d042Iwklr7gIwHVrm2a4Bu+9ee2cjEGTSBopnht6heeGXmYwOUqJvYAtBau5vmRLTh3aGYbTtDKEM115SYwFEj61CmmOcuBZxwhB0NaAIjnQjZmGM2WEievD2GU/0UxuejWnXDC14qprKeXc6QHGhiP4J2jRciFblFSb13DG9WES+ihuNbcnvNCVlxBiyqC+GZBKpCkoD+QkQCh1bqE7+iy7+v8En1aPLM0OnxTaV7I0+OHX41Lzosbr5+s33j31d1apQ+dbh/fRHQlxT9NSmvwFuDUN3TQZTsR5qbeTl/u7+cjydRTaZ4dxLDNbMXt0z2k6jnRxZPcpxkdmtuqomkJJTSGlNYVTJPmPnT7Jlspq2gqLXpf+wF8fPMXOYx1EEikK3E6uX97Idcsbc+5bX1rAZ+/ZvuCxH3n5KD96/rVsLtj+xjNnRSJJkskMg0Nhnn/hBHfdsXrG9r37zs1rOPf19bK8uASXpiFdsJgRQlDhyi6OVEnGrWaf96XB8+98oSO7WC5zZj2YoKywVitFElnd0RKnhxKnZ2r/cqeX8ol9bZbCNeUNvDrURWYRHvYkMmacI6M/XhBhfKF9dhV9xtSxSzbssg2n4qDaUU6Tp/aintOkMcZw8tiCDedI8hRJI7Sgfc+En6bOcwPyAtpdDCtDON09J5uRQwnOyZF+oTO10HqEPaMH6U8OcWPJVk5E2rm2eBNPD+xi9+gBriveNGv/GYZTt1KMp3NXowJosmdCvHpxP45fq0OVHLNaRCxMxtOdGJaeNyGcVVnJXqYv4OLq21Zgd9qQFYmXnztOy4oq/AUzJWokocxZwBTXh0kYo4sOT7yRkGWJz37rE9S05l9Vbr5rPUu3tKBqucLXjawr/gJ9sReJ6j2Y5mxyZ1W6fOoXFwuHotISmEmu8eTZU+zp7+JfrrmN9SWVM34zy7JYV1LBP7y6k/uPHmB5YSlB+/niAUM3eOGhV/nVN59hsGuEoZ5RfvLPj15AhC+QFYlgqY+3/95tbLptFbIikzYMYvPw315OPHe0g9tWtzASibOlpYavPbErr+FcLFx225sqSP/CSyc5cLCL229dwUu7TnPi5Mxe76Hh/AUzGSMr+fbt/ftoKyrGrWWrXDdVVtFUsPj5aRKRTB8HRr5FmXMtVa4taFLWaOYaTwhBpctHmdOb9WgWeE7LsjDROT7+ID3xl+fdXxEOCu2zOYb9mocWbz0jqTHK7MVUOEsu+r5TRpie+KuUO9ejSnOLnVuWxbno8/O2o0xiOHmM/vh+yp3r5x03nhliPN3JXAQI/nkKU6eH+C+cJ6bjwmvpSfSzJrAUm6TRk+inxVOHYZm8NLx/fsNpWCnG8ohIQzbWbpO9LFbw0S778Wk1OdmIRlOniGZmEyRkIShxLAeyN376aC87Ht6PrEj0nhvh1vs2cOpID+u3zyygkFDwazUI5JwGOTNBvrDYUuk3FALW37xqzl3K60sor8+9asyK9Tbj0xqyDc959nkzYk9/NxnTYG3xbKo7IQRuVWNNcTkPnXmacDo5w3AKSVC3rIq3fOxGwqNRvv+lh7jzo9dT0Tgz2hALxdjxk9385J8fZcW2FjwBNx9etXbOvtDLDUUShGIJEBB0O0lmLh9l2ZLKIt597er5d3ydcN01rWy/qgWbTeVrX37/rO1//GcP5D1WN00GYzGSGR2bLGNXFGLpNH//4gv8xx13TinELAaWZdIeeYr2yA7aI0/jUoqpdV9Dg/cmHEoBmuRCIM94/rIkL4vIJ1oWaTPK6fBjHB770YLaUEodK7HLuYnHi2xZrcgTkQ5SRgaXfHGOgIXJuehzVLo2Ue3aQr753bIshlMn6I7tWjAPbcoMc3jsR3i1KtxK6RzXZzGYPMzwPJy9uRYR0zHSP85XvvBjCop9fPrv7jsvXzcwzn/86QMES7z89p/dM8u5KLEVcjB0nAb3+YI00zKxzVdVm1W7DxPR81dLuZTCnInZ+SCEoMSxgu7YrlnbhpLHcwpaQ9YAFtrOhylGhyJUNRbjm8hHapqCkaMQJqvNGcShBIjrwznHHktlKf9+UypML4dnnGXlUUAoWFiYlk5sYgHhUsqQeHO2qKQNg4xhEkonKcgRijUti3A6RcowZjHXSJJEdUs51S3lDPWM8vOvPsGKbUtoXT+bxMMTdPP1L/yQTDo7KQzEolR5Xz8at3s3LuOBPYe5eWUz4USSq9vqLtvYZUEvZcHFv7tXCjabim0i4ubxzA4dL1uanwvboarc0tjEgb4+7m5tpdSd9QwPDQ5cNFlbJNNLd2zXVEFhONPNwbHvcSz0c0qcKyhzrCFoa8SjVeCSi5CkxRTaWaSNGKPpM5wOP8Hp8GNzFsBMQhYa1e6rUHK0XwynxjgT7SRuxEmbOv3JIYLaxdcnJI0x9g5/HU1yUuJYOasGwrIs4voQR8d+Qih9ds6xnHIhJvpEONeiL76P/SPfZlXw/XjU2YvfyXzvkdBPcspQTkIgUWxfPue5TdMiHk3iuoCb1jIt4rEkzrg9p0O7qWAVD/U8zeP9O1kfzJ7DsIycBO9wgcc5mjoz5w/qUIqwyZ682+dCvhvOx/ADE4oo0xLBxeV+TNOktrmUghIPY8NRGlpni4wC2GQfTrkwr+EMpTswrEyOtuLLB8syJySGokQz/aTneCiuNAwzxXDyIAX2ZdkX0YJToR/THduBZZkU2JexLPjRGaQJbxbU+wMYlsm3Du/lt5etwz/No7QsiyMjg/z81BFqvX4clyCmrdnUqSrtjGHw8+NHubqmlmqfH8gy+xQ4nFfMC13fWEVdSRC7quC22bhj7fwMUZMYiyYYjcSpLQlcdvWWuWBaOhkzTsqMEE53YZgXp7Yx2WoG2bTEO966ft5jbm1qnlGs9P6Vqy7q3k3LYCBxkNHkqVnbMlac7thuumN7cCoFeNQKPGopPq0Gv1qLWy3FqRRik31TxsbCwrIMUkaE8UwnI8mTDCePMZg8QiSzMDFxyDK0leYwYgCapNKd6Kcz3kOhLUiNs3yxgUBA0Oq7h5Pjj2CQJpTu4KXBf6TRczNV7q3ZqJ2QMcw0w8njHAn9ZMLbnKsVR7DEfzfRTD8nw48A2bab9vCTxDIDNHlvodS5BqdShECQNqP0x/dzJPSTOYVFADxqOR4193x/qfCoLu6rvpXB1CgO2YZATJEh5MKMWWY4eSzvwBIqbqV4zsTsXAja6tEkN+lF8KcW2VtnVPC63DbSKZ32431IkmDtVc1ottwTpV3241SKII8wdpZQPokleRdXvm1ZGFaauD5E0hgnaYyRNMZJTf07NPH5OCkjjGllMDEwLZ30PI3Oc8HQDT53w1+QSsw9MUmyxD88/eezSOhHkoc5MPwvrCv+YwrsSxlLHeNk6Af4tAY0xUtn9Ne41Sqa/fct+JouzCdM/n25PbQ76lp4+Mxxvn14Lzs621lRWEqxy0VK12kfH+PQcD9xPcPvr9lCMIdHOglJErg8jrztG5ZlUdVSRtTM8L8eeZBDgwM83XFmigNXCAg6HPzh5qtYXXr5X+DH959gPJFClrK+THCiQGghONjRy97TPXzi9s3I2qUZTsuyyJhxEsYwCSNEUg9NPN8zn/eEMUbGjGFaOiYGhpleAKPMTJimxZn2QX7x8D4OH+7G67WzaUMjb7lr/rDy0uJiBBBNpxiMxWgpLFy07ZgMn3ZEniYzZz+lRVwfJq4PM5B4DVloyMKGLFQkoSILFUVyIAsN3UyiWwlMy8hqcJrJiUrRhfvDqnBS77kJr5a7l9Wneri+eAspM4UkJHyqd9GtZnbZR5PvNuLGMOeiWVrU8fQ5Dox+h6OhB9AkN6rszC6MJn7/+e5BkRw0eW9jJHWK7vieKRpVE52+xF6GU8fQJDea7EZCIWVESJvRBT035a4NqJLjikWAVEml3F5MKJnkyc7TqIrMpopKnDkqpmdYnaE5SoxVyYFHLb/oi84KW7fSE39lwccUOZbOqOANjyfo7x6ldVU1iiKh2fJTdNlkz0Q1bm5tzowZYzx9LmeP1Nyw6IjsYOfAXy/yuEuDEIKy+lJO7j3DwNkhCiuCOL2zH6J8HJ8jqUOYVga/rRmA3viL+G1NbCn9O2RhY/fAnzKWyr9w0g2T4XCMvrEwZQEvhV4XXcMhkmmdAq+ToNtJe/8IFlAW8OBxXL7KzUKHi69cewf/uPcFDg7382TnKVKGMUGdplLh8fLWxqXc07gUdQ6PI1jq5x+f/BOkPCoh625czrobs5GRb955D3/x/A7euXTFFAGCYVn88uRxnjhz+ooYznPDITqHQ7SUF6FIWYWU+WBaFmPROEc7BznTP8LJnmFs0wqfhBBoikyRz43Tpi7o/TWsFAdGv8PhsR9e0v0sBH39IX7x0F5Wrazm6NEefuv923jm+eP89Gev8FsfmLuq9skzp6n2+Xj89CmODA4SsDv4+5tuXlTeEWAoeYye+OL0Xw0rfcW0LEFQ7b6KZt/teXlZk2aajlgXUT2OKim0eOqxy9qijKdHLccm+2j130t/4gApIwxk7y1hjJAwRlggc+IUGj034VCClMtrqHJt5uT4IzM81Kz4RDwvvWo+2GQ/1a4tC3bcLlZeLqnr7Ow6y7Nnz3JtbR0PnzzOfW3LZ703U4YzbUYJZ7rzDqhIDtxq2UVdDGRV1AsXYThlYcOv1TE9/pBKptFsKumUjp6Ze1UtCQWPWoYstLy8u8PJ45Q75w8JvRkgJMH7vvh2fvDXD3DVvRvZeNsa/MW+nH2bWo4WmaQ+ilMtmVqIxDI9FNhXTJE7a7IX3cxfrGBZFuFEkv/esZdP3LqZtG7wwrEOGkoKsGsKI+EYr3X047ApDIdjbGy+fLJbQggq3F7+ZutNnAyN0BUJEctkUCRBwOagOVBIhXv+yIEQAlnJv8/04+UJdRBZiKnwn2RZNAaDtIfypxcuBd0j43zhnmvxOhY2OaQyOg+8dIi9p7o50jlAJJHiz77/xIy+NYHAaVNprS7mo7dsotC70Mrp10fXcnw8js/rYNtVzfz8wb2sXFFFVVWQv/7SI/Meu6+3l2qfn4xu8m+33cHnfv3ERU2YJ8cffkNEl/OhwrmeNYUfycuQA1mJtypnGRkzQ3usi8HUCAWaf1HhWpdaiio5KLC1UOu+ZpaRWyycSjEN3psRyCiSQpv/bfTGX51TonJhEJQ5VlNga16w4xaP5pjLJh+NOYYwsSYWHxYrS0p5uacba+qz85gynKH02TlLjFXJmZcBaCEQyBTYlgASLODHcaulOKZVkwkhaFhSjizLpFOZWX1bueDRKlAlB0Ye8oGhOULTbzZYlsXDX3ucVDLD3Z+6FU8wfx9rLgghZyWEMMESZMwodqVwIvScZDx9hmr3TXmPVxWZ5vIiSvxumsoLOdDRR+dQiHgqQ9fIOIok0VJZhMum0jEwhm6aXM5UmxACh6qysqiUlUUX/xxOSsT1nxvmyJ5TRMdiuHxOlm1uprSmECGJqe/1w6vWUeScOXk1BgooWe7ONfQlYyyWQFkAC9B0eB12VtSVkdEN+sYi3LymBVU5P4ZpQc9wiKcOnKbA4+J3bp1dWv9GQlMVorEUobH4jM8W8mhLQjASj2Ni8lp/P43B4IKa3S9Em//tCCR64i+TMRO8XouGCyGhUOXewtqC38atzO2kpM0MZ6KdjGci9CeHskZzkfAopSgiG15u8b2FocQRRtNnLuraZaHR5L2NAtt55iK/Vsfawo/yQv+XFlRBnA9OuYAW313Y5cD8O0+g81Qf8WgS5wQZTSalE48ksdXPXQDpUFTWl1egKTIFTifba2pzevFThnMkdWLOZlyHHMCpXJoqhFstxq0U59TnvBA+tWoWi42QBGPDEUYGw7SunN+j8apV2UKYPM26I6mTmGSQ36TVpNNhmRa7fvkqN77v6kUbTQCvWsvZ8CMcD32PMscmUkaItBFiOHmAjvAjyMJGuWvhDfWNZQVUFvgo9LpQZZm2qhKe2H+CgMdJXXEATZHRL5/61hSyOSmDtJGlGLTLypR3uJBjQ4NhHvjK4zz1w5cwDINUPI3DY0cSgls+cDX3fOImBkhOcZHGxmcvuqYXJ11O/O27b8GRg0IyHzRF5rZ1SwALLDh4to93Xb0Kx7RSe4usRqZhWuw/s/DClNcLlZUBKiuD/NWXfoltol6hf2CcdWvnryi+a8kSvrpnD33RKHt7s0T8F2PySh2rKHYsYyzVwenwo3THXiZhjJAx47weRlQg41KKafbdQav/XjRp/vfbJqk0umvQLZ1lVjMBbXHV35JQcU9E5IQQFNiaWVP4UXYN/uOiw6gCmRrXdlr998wKpVa7trG6YJDXRr+76Pw3gCa5WVXwQcqdaxd1f9HxBN//p8e4+V2bURSZl58+QtfpAW5975a8NQ66aRLLpClxubmxrpGMYZCamGcuhALZKrDR1Om8/X0g8NvqLqnPLzvJ+fFqlQsynF6tEpt0voLXsizOnuzn+GudlNcU8sKTh6ltLr2gkX0m3GopmpTfO8iYMcLp7ilKvzc1LIiFE6SSGabIKReBMtcWhpL7OT52P0dGv4Fl6YymjmFZxkQ7Sjnt4QdZFvztvGP0joZJTfQWehw23rp5OSOROGUBD6oic/emZSTTGUr8nota+c8Fy7IYiEfZ3dfFibFhxlIJFCFR6vKwprictSXl82ouZlI6j37nOfY88Rq3fmA7kiyx4ye7ufsTNzLSO8bOB1/BV+Bmd6NJzNRJ6TpHh4eo9fvx2exT93RVVQ33LZ27LP5ikExnpsK0pmlxuKufFTX5PY+s2DSAmBKeliSRM89d4HHSOXRlQsyXArtd4613r2XT+noi0SSyLNHUWEJjw/y1B8uKS/jaHXfmbXpfCCb3l1EptDdTYGuizd9Lf2Ifg4kjDCePE850X5LHlA9ZOtJ6Sh2rqPNcT5G9bd7rtyyLqB5Ht3SK7VlHZjA5QspI5RRczgeb5ME5jcxGCEGVawtGYYp9o9+ckwhnOhRhp8a9nXWFH5vlWGX7XG20+N6CJFQOj/2ImJ6bIS4XPGoFbf630ey7Y9G2p2llDWNDEf7p979PKpEhHk2w9baVrN62JC8taSSd4tsH9tFamKW6jKbTJPQM718xu1BNgWzCNpLpyxvfFgiCl8G42GQfHrUCmDsRrwgHHrVilu6aqimERmK0rallfHT+6lxVsuNVKxlNzS4zh2wp/Wiq/TfDcAooqiig52QvkVAUb3BxbUEOpYgVBZ+k1nMbupnIKRbrUApzHDntEgTctaFt6m+3w4Z7Wj6uYAHyVhcDy7I4Mz7KX+zawWtDfYTTqamrl4SgyuPjXS0reH/bapxK/gKYeDTB7l/t48Z3b+Xuj9/E0T2n2PXoftZcu5SiyiCyIrPzoVf55Lc+gtPn4FenTrKksIi7mpfgUrWp8OHlbEeZXon8k10H+dQtW6a0BX+17/ichnMxSKQzVBYsps/vyvauRqJJHHYVRZFRFJmamvPPniwLdjx7lGuvnr8dRyww2rBQCCHwahV4tQrqPNcRyfQRyfQynDzOYOIwI6nTpM3wxY+PjFerpNi+jHLnOoK2BjxqOYpkY6Hf+UBqmGcGd+FVsnPASHqMLYVrKLAtPJSpyV6c8sz3XQhBjWc7DiXIsfFfcC76/BztiYKAVssS/93Uuq+dM4yqyS5afHcRsNVxaPSH9CX2zdn2KAsbte5raPbdQZG97aJ67X1BF7/9Z/fQfWaAZCyNw22jor6YQFH+edOtalxdUzf1KzjVFAPR3HZGAVCFg+vL/nrOUK16GUSOFWFnQ9GnWFuY36vJQqCKmRWjQghqmkp424e343DZWLqmBlmZfxWyrfQLbLE+m/c8ilhs2E1Q77meKvfmRR63MOQrCJBkic98/aP4Cr2z5K8WCodShEMpuuiKs1K/h1L/xfXxXgpCqSSf3/kEneEQdze2sb2yjk8+/TB3N7ZyfXUj3zmyj/889AqFDhf3NrZNkbFfCD1tEAnFqFtahXpBG5PNodG8ppYdP9mFX7ERdHvoj0XYVl1LQyB4xUrgR6Nxdh47y90blrK/o5ff+/bDQLZaNrUI5qC3b1vBPVuWYc8T6v3kHVsWPJYsbKwu+BArgu9Z8DELh0CTXHzv+3vYvLFhFrn7JB57/NCCDOeVhCq5CNoaCWgNVLo2Y1oZdDNJVB8glGpnLH2WuD5EXB8hbUYwzBSmZSCEjCw0VMmJXfbjUIJ41DJ8ahUBWyN22TfVwnIxUbxaVyXvrn7L1ATfGe/FIeeuYl8aeDst/jtnfS6Qc841klAocayg0L6EZf77OBd9jqHkceLGMAIJu+wnYKuj3LmOUsdK1ByMSrmgSDbKHGspLG9lLNVOd2w3g4lDJIwxTHQ0yY1PraLQ3kqFawNupQRZ2C76vRMIAkUegsUL70tXZZm1ZeWYlkVS1zFMEzPPXKlAlmpNk69MwcN0CJE1iCoXlyOKR1MM9YWoay7l3OlB2lbPLXQLWUOkcvk8oWylpfa650WFEDSuujxMMhf9ML5BvL5PnjtF+/gon1+/nXc0L8ewTCQhKHK4uLG6gVVFpXzi6Yd5+Mwxrquqp8CRb/EhkGWZ0f7QVLP9JIQQSLKENI0gvyFQwC+OH2UkHp+h9Vjj87Oi5OILlKbD53RwzdJsxOMv77sxK61FNt/yrR0Lb5FwaHN7wc45Jcpm4lLf04UgFk/zwIN78Xhzn6N/YPyKnXuxEEIgkzV0quTEoQQpykG8/npdi4KMopz/3hrdNeTzVhXJjsLiWsOEkFCEnSJHG0WOtvkPWPC4Ak24KHEsn6JSfbPBME1Oj46y42w7xW4XK4tL8eUQRfjN4JsjG9JqP9bLycM9ZDIGXe2DNC+rQLO9OflV32zIGNF58zSy0N6UzEEnxoaRhOCOuhYkITCm2Twhsi0p11XV843De4ll0nkNp8Nlp3VDA7/8xjPohkkqdr7wx7IsxocjOD2OqUjGzfWNyEJwbHgIY9rKU5aky2Y4FVnC78pOgpUF/qnPDdPkmmWzaQHng2GanBsco3MoREY3KPa7aSwrxGV/cxXAXXdtK93do3m379+/sBzb/wAU6TdmGn/TI65naA+NMhiPsrasnH39vdQHArN0OX+jvnGX187SNTWcOdbH2FBkSv7p/wVYlkUylkKzq3nvu+dUH0/897O870/fNkvu7OT4jzgXyXJkZmuLBBeuUkudm1hX/EdX6A4uHmnDgAnB4VyQJYkCh5Px1Plq2FywO23c88mb+a8/+RHf/atfYJomxVUFCAHJeIrO470sWd+AbcLI+Ox27m5pJWOapAydWDqNJst4tItjz5oPw+EYunn++ldUL9w4W5bFSCTOV375Ii+f6CSZ0bEsC5uqUFsS5JN3bGF5zVwk268vWppKaWnKf3/PPjc3/dr/4H+QC8ESL5/78vsv2jZoclYVqScSpsztoTcSJpc3/xtjOIUQNLZliZ+Xr7985Ne/KTANkz+960t88C/vY9lVucNEA51DPPPDF3j3F+6ZZTjLnFvRzThd0Wdwq2W4lLIJTc7zD4Vfa7qSt3DRqPH6MUyDZ7vaubpq9m9vWibhdCorzjxHzkhIgvrlVfzv732KvU8fpv1QJx6/C7fPhc2hcd8f3IGqyticWcN5aHAA3TRoDhby/UOvseNsO05F5RPrNrKl6vIRPEzibx98hrNDYxR6XAghqCsK8Pm7r1nQsWPRBH/7kx10DIxy/aomDrT3IkuCq9rqeOn4Of7se0/wlY/dTVWh/7Jf95XARz9yzRt9Cf+D30AoikxR+cKLpC6EJsnc2tjE8pISFFni+rqGnEHw3xjDCW9cju3NAMuC3jMDjM2R+0nF0xiZ3C1FNtlPTO+jLfhBKl3XoV0kWf8bgWsq6/nJyUP8/as7OTo6RJXHNyNpnzZMuiLjVLg82OYhxhBC4PY5ufreDVx974YZ2zwXFF0933mWen8Ap6oRSib5y6uv59ToCM92dlwRw1kR8PLxGzdRVxJcNFn5ax19nOod5gtvv45NS6r58x/8mrRu8OGbN3D9qkb+9/2P88ieo3z89oUXCb2RqMpTNHQhBhNR9g/10hUZJ5LJht49mo0yp4fWQDG13sCs1ijTsvjp6UOciyysPcej2rizrpVK9/mqZN00eezcCY6NLazn0SYpvL1pOeWu86mQuJ7he8f3E0rPxZF7HkuDJVxf2TAr8mKYJqfHR9g31MNAPFsF6tXstAaLWVFQilNR2TvYw46eM9xa3cKygvPanZZlcXhkgMc6T3BtRQNriyuIZlLsG+rl5NgQMT2DV7PR7C9iY0kV2gKIZzKmQfv4KEdGB+iPR0joOqokEbQ7qfUEaA0UE7QvjHM2mk6xe6CL9vAo0XQKWZLwaXYqXF62lNXgmsYjq5smu/rPsau/E5ei8fHlm3K2xSX1DE91nebo2CBVbj/vbFoxdS1p0+BcKERS19nV1UmR080N9bON52+U4fx/DTt+uJMTr5zhxvddTe2yapLRBL/+7nOcOZBbM7XzeA+xcDzntt74TlL6GDXuWyY8zdmYVKiwLCsbyJ1g0bEssExzSqxXknJ/BldmcdPgD/KFDVfzJy/8mq8e2I1TVWeENBN6hn2DvawpqcCt5g+jLqaaWAhBOJWi0OkkkclQ7HSxpLCIsWQCd/jK5AtP9Y9Q5HNjWVluYCEWrmDfPxbG57SzvHZmOFYAdSVB2qpLONiRXzLwNwmWZZEyDR49e4LvHt9LV3ScaCZN2swuGjVJxqmqFNpd3F6zhI8sXT9jgjUti0c6jvFS/7mptibLsmYwsgnEVDCmzOlhXXHlDMNpWCZPdZ3mkbPHFjSGR7WxvaJuhuFM6hm+d2I/ndHQxDFzvzv3NizlqrLaKcOZJeM3+eXZY3zjyMt0RcdJ6BkEAk2WCdgcbCuv49MrtvBQx1G+e2I/tZ4AywrOa/ZawLGxQb52aDeRdIoih5N/3L+Tlwe7CaWS6KaBKmXHuq6ygd9buZUihyvne25ZFuPpFP/62gs819PBSDJOXE+jmxaSENhlGa9mp9Tp4Q/WbGNzaU3efm/LsuiOjvOPB3byUt85xtNJMqaJNO3evnvTfdSr5xdYhmWyu7+Lrx3aTaHdyceWbyRXmDVlGDzVdZoHO46yoaSKdzatmNqWyGToCI3RG42wtrSc02O58/D/YzjfxNjxgxc4c+AstW1V1C2vxh1wc2pvO6f35TacqUSKdB71lGi6B1lyzOqNnY7us8P86icv88rOE1TXF7PxmiVsv3k5zz9xiN3PHKO0IsDIUIT7Prydzo5hXvj1Ybx+J8lEmlvftp4V665MCF0Sgmsq6/npHe/i0Y6THBjqYzyVpMqTnch8NjtfvvZOgjY7rjl6LNPJDHufPjzv+dbdsAzNrtEUDPLjo4ep8ng5Nx7imwf28lT7GT63Zdtlu7fpuHZpA5+9/xG8EwT5NYV+fu/2uYnOJ6HIMol0hlRGn9FbC9lFgMtuI6XPzcdqmVEwBwEBQgPhzf7fGEIolViWCWYvSEVg9IFcjRASljEAwokQLixzFKxQNkQiFyKEf2pxdTlgWRYxPcN/HNrNt4/tJW3qlDm91HmDFDicGKbFaDLOWCrBSDLOkdEBkoY+w3DKQvDXm29mKBElkk4RzqQ4MjLAT04fIpxOcnvNEq6prMej2fCoNvw2B9Ue/4zrUCWZz63ZzgeWrCGcSRFOJzk+NsRPTx9iLJng+qoGbqpuwqPa8Gh2fJqdOu/MEKImK6wsKqMnFsalqnywdS1+LX8FbKOvEPsFsnnHxgb5q1d2MJZKUOnycmddK1VuP0k9w4HhPp7uPs1APEJ7eH7v+sX+cxwc6acrEqLJX0hjZQG6ZXJ8dJAToWF+fOogMT3N/153HQV25wzjaVkW7eFR/mTXk7wy2IVT0Shxuqlwl+FUNBJ6hqFEjHA6yenxEboi42yeI4Uf0zN84+gr/LLjGJKQaAsW0xoowiYrhNMpQqkk6iUQ8uSDS9VIGTp7+3o5MzrKipKSKxOqHR+OcHjXSUb7Q4AgWOqjeXUdhRUBdvx4F56gm3U3LJ/ySEb7Q7z61CFi4/nDE3aXjdXXtFFaWzT7fCMR9j19mHgkyW2/dQ1Cyv9SjvSHeOWJg9hdNq66ay2KtrDbtSyL0f4Qpw6cY7Q/RDqVwe6wESz1Ud1STklN4awVVyatc2pfB+dO9KKndfxFXpZuakJIEnufPkxheYBVi+xL+/DfvJv+s0O0bmxCkiT+1399DNPI7zUdfvEYD3318ZzbVMlFNNONYaXy9q5W1RXxsc/fzthIhHf81tU0tJYRiyZ56qH9fO5Lb8fu0Pjip75LOqVzZN9Z7nznRhqWlPPvX3qEVGKRMgqLhCQElR4fH10xm5RfkSTqffPnNRLRJD/+p18x1D3K2MA4ql3F4ZrdK/bvL/0lml3jloYmTMvi9OgoAbuD/kiE5cXFDMevjK7q2zYtZ+uSGsaiCRyaijMHWX8+NJYVoBsm331mH9csbyAcT2KfaFExLYv+sTAl/jlaziwdkr/E0k9nDWPmCMJxN8g1WLGvIvz/DKSwIv+IcH8Sa/yLiMB/gXBixe9HaOux5BpIPICFnBWn19aCtoXLTaawo+s03z72Krpl8a7mVby3ZTX13uBUy5BhmgwlYhwa7SeeyWC/gFFKCEG1xz/DGJY5PTzWeZJYJs2GkirubVg25zVIQlDh9lExzQut8fTxZOcpwukkq4sqeGvD3C0XLkXlk8s30R+LsH+ol2gmzYdb1+OzLbx9ZEf3acZSCZyKyl9vvpnt5XVTz3NS13mm5wz/d//OBYWl28dHCdoc/PH6a7m1umVqsTGUiPH1w7v51tG9/LrrNFeX13NXfSvytN81lEryn4df5tXBbspdXn5n2UZuqm6maJqBTRk67eFRDgz1sSQwe26fjr5YmJcHujEsi+3lNXxpy62UOK98y6QkBBvKq2gpKAILfPbcvaSXZDhH+sb4rz/5MfufO0p0LIYkSbh8DprX1vP2372Vb/7ZT1m+tZm11y2DCQMXHo2y88FX6T6ZJeGNhxNk0jqKpuDy2HG47ZTWFVPdUpbTcI72hfjZVx5nqGuUWz549Ywf70IMnBvme196kIKyABtvWbkgw2maFnufOsQDX3mczuO9RMZi6BkD1abgCbgorS3iC9/+OIUTCejJatdfffMZnvjuTgY6hzF0I0scvqWFFduW8ODXnmTd9csWbTjrltdQt7xm6u9V1879MmfSGezO3KHKMtdWPFoNgsVVmyViKSzLoqg0O0F4fA4UTWbD9hZe2XmSA7vPMNgXWtSYbxTcARfv+fxdPPCVJ7j+vs2s2LYEza7O8ogmCSa8Njv3LV2R9Z5eB/SHIvznUy8zOB6lIujlEzcvnGSjtaqYt29bwX88tptnDp5hLJpga1stAINjETqHQtyzea7nx8TSzyG0jaBdhRX9V2Ba9GLe78CEzH4s4UK4PgTIgJ5DV+LSkDFN/vPIy8T0DLfVtPB7K7cQtM30fmQpS8VY4vK8br/dxUAIQZOvkN9buZU/fOlRfnb6EJUuH+9pWYUmzU8qANAby+Y0i51u2oIlM46xKwo3VjXRGwvzpb3PkjHnJ4++vqqRt9S1oUrn54kih4uPLdvEU11nOBsZ4/HOE9xc04xzom3LsiyOh4b4ddcpTMviY8s2cl/TChRp5lxjkxVaA8UsCRRPpYPyIZZJM5SIIoAbqhpfF6MJ2XDvnp4uhuNxChwOavx+St2z60Eu2nBalsUT393JS7/aR+OKGj78l2+nrL6Y/o4hHvnmM/zTJ79FaHB2IUtVcxl/9K2PYeoGpmXxwJcf5+GvP81tH7qG+z57e7bZWJaw5TEAVxKmabLn8df4zy/8iEQ0wfa3bmTNtW04PU7Gh8O0H+riteePk06e964s02LXI/v48T/9CrvLxif+73tZsq6e8GiUX33jGX70D78kOn4+72hZJhkzjm6lJriBBYpkQ5WcE9p7Fz/NONx2nF5nzjGCtlaCttY5xzcMk3g0RSZ1nrHGH3Th9tp57eV23B47Q/3jSELQ2FqOL+BCViQSiTR2x5urTzAXMskMLz/xGquvbeMtH7sBu3N+ZpIsFezrU5T238/tpbG0gNqiAD6nne8/v59P37Z1QcfaNZW3X7WS5TVlPLn/JN0j47RUZBeePreDv37/rZQG5pp81KyHmfgFVuo50E+CNsHRaSWxSIBlklU2ksgSy4+BZc96q0hgpSH5S8z0HnQzilCayTg/gJAKUIQdRXJM9MNd/Pd5ZHSA9vAodlnhlprmWUZzOl7P3+5iIUsSm0ur+eO11/L5lx7ja4d2UeHycmN104K+pXJXdlIfiEfpiY4TtDtmVJYrksTVFfX84/6dCzKct9Y0zzCak5jMcX7r2Ku8MtBNytBxTuRadcvklYEuRlMJCu1O3lK/dJbRnA7B/LUQ5kT+FgSF9otjSrsYJHQdm6KwrbqGgMMxK1oxiYs2nOlkhnPHerEMixvfexVLN2cFkoMlfqpayvjK73+X/nNDs46TFRnXNLYQmzPLAWpzaPgK3thKz7HBMI99+1mGe8f47Nc+xDVvnynBtO3u9Ri6MWMRGx2Ps+Onu0nGUnzmKx9ky53nWfwrGkr4509+m1efOgRkOYF7Yq9wJvIEg4kjpIxxZKEStDdT576WWs/VOOTZYeCFoqqlnPd98W05PeuFUHslYil2PXOUQKEHtzcbLpIVmfd+4nqeffQggQI3xWVZzzOVzLD3xVOEQ3FqGkqoa7lyPYJnw2MMJ3IXPV2IZQXFefs9E9EkR/ec5oNffBsO1+UT2r5c6BsLs3VJLf2hCHesbeVz33t0UcdrisyKujJW1M3kt3VoKvWl81SpCgGSB7Q1CEws4QGpEBBgDEHyCbAyIFwI4ccSGiQexVIqwBgAqQqkIkz7HSQsFwOxJxmJPs3JoReQhIdix1LqPNdR496GIvIbu/lwIjSEbpq4VY3hRJxXB+dXfCl1ualweWc1sb9ZIEsSt9a00B4e5euH9/B/Xt1BidPNqqL5xdJvqW7mwfYjnIuE+PxLj/PhtnXU+4L4NQd2RUGVZEzTXPBSpdGXm69aCEGzP7ttNJVgLJUgYMvO44ZpcSI0DEDQ7uTQcP8Mpq2c4wEtgaJ5eqIneZwXePGXAU5FxSbLvNjdiSbJNASCbKqsmrXfRRtOSZLQbAoWEBmbmfPxBNysuXYpux/df7HDv+6wLIuRnjGO7jlN/fIqNt66Kud+0xtrLcsiEU1y4tV2yhtKWLKhcca+vkIvbZsa2fv0YQxLpyPyDHuH/zOrrD4B09IZSLzGSPIkQ8ljbCr+DLaLbBUJlPjZ/tbc4b2FMAdpLo2b7l7LTXevnfpMCEFTWwVNEz20J49kJ6ry6gLe8/HrLuo6F4sfnzjEox0nFrTvd295O9Vef85tpmkRHU9gzlMk80ahqayQX756lPWNVYxF43heb7Yf4QChghlF2K4GpRUwEe5PgVDAHEO4PgySD+H6bRBuMDoRzvtAqSZjxjgZH2Ao9jgZy2TYUMlYJljjdMVeYiBxiHC6m1UFH0Rc5NQTSaewyFZvfv3wnnkVcQDe1bySD7Wtw7ZIrdPXE7IQvKd5Nd3RcR5sP8Lf7XuOv9l8M3Xe/AseIQQNvgL+ZN21fOPIK+wd6uFP9zxJqdND0O7EKauospzlXjXmf+YFWaLzfNu803KvkfQ01i0swhN/d0ZCfO6lx+Y11JIQ/Mv2O1hVOP/i4PWEKsusmeCrtWBKKeVCXLThVDSZNdct5eUnD/L4d57D7Xey8ZZVON12hBA4vfY5C3fejBgZCBENxSmtKSI0HCEWyV3ApGrKlHccC8eJjMVo29iEZlNm5loUCX+hF9WmkDLGOTT61AyjOR26laAj8jSFjlaW+t+W9xoty8LQTfS0jjkRepEkgaIqyGr+vEiWOehxTCsbhs2Wys9mDlpb9Dl++u3n2X7zCkrK/bPG0WxKTtmqK4nrqupxKiqPtB+nJxqmwV9AiTN3SfxcfWaKKuPxOxnsHsXQjTcd89R7t69h98lOaosCeBz2ReU4x6JxhsbnLlqyawrVRfmLqIQUBFuOxZD9mtn72iZDyCuB7HM5nDrD4chrxI3cHn/ajHAs9AsK7a1UuxcWgr4QmpRNZxiWwXg6mdezMS2LuJ5NqYTTqTdzqhPIGsECu4NPr9hCV3ScVwa7+beDL/GFtdfOqmCdDk2Wua6ykVVF5RwdHeTFvnOcHh9hKB6lMxEjZeikDB1jDkatSViQl9QcskVXk7jwe9cmQrMpw2A0Fc9pOC0gYxikTQNJiBktZZcbFlnGMccChECmI6XrvNjZiWlZSCLby31HU8us7/+iDacQgqvfuhE9Y/Crbz3DD//+l3znLx7A7XNic9pIxVMzcoFvKCxr/h4+i6lWjuce2MPzP385765tGxv5xyf/GIBMMmuI1AuMJpwnDheSIG4MM57pnPMSTHROhB5iifcuZGn2ys80Tfo7Bnn2Ry+x8xe76T3dj2VaFFcXsfnOdVz/3m1UtZTnNAhlzi1kzBjd0WdwqaU4lbJZorOTzEFv+2D+dovP/p+3XmnFqVlYVljC7r4u/HY7X9p2M8sLS/P2f811aZ6Ai7/48WfwFbrzavK9kfA77dyyqnnqb4e28MjDs4fa+a/H9zASiZPRDTRVnjW5NVcU8a3PvOOyXe90mGQjJ3FjeM79UmaY9shTVLo2XpRcVJnLiyQEblXj/269nZuqc7NdHRkd4J2P/5CYnsar2ZB/AxbxQgiq3D7+csMNfOzZB3m44xjFDg+fXrEZxxxyeYokUexwU1Tu4uryulmCgWOpBFf//OtEM7lb1aZjOBmj0DE7p2jBFLmCIiQC2vl0myzEVK610u3lybd8OGckwDBNvnHsFf5u73MIIGi7MjKEkC3yGYhHqM3jsZsT39KFs0DaMJAkQbXXh2XB6dERrBwlbpdUVSvJEje8eyurr13KuWM9jPSNEY8kyaR1Oo/3Mtid27t6vaFnDBLRJE7PHGoPIhtiliRBRWMp2+9dP8sAHX+lnX3PHEG1n19ROzx2JFkiHk5gGjNXUJZlkYyn0NM6KWN+/VCAlDFOVB/Ap82Mq1uWxXDPKP/++9/h0M5jNK6q46p7NiKEYLhnlEe+/iRHd53gd7/2EapbK2e9ZDY5QFwfoDXwQarc18/JHDRX/mm+KIJlWRhWirQZJ6EPkzIXdt9zYU9fNz88cZAvbrqO1cUXH9qRFZnCioun45oLlmWQNuNkzDjhTG9OvdP5cCk54q2ttYSiCR599TgbW6qpLPRhu6Dnz38F87qmlWE83b2APS3i+hBJY3yW8PFCsKygBKeiEkolaB8fQTcbckYZOiMhDMvEISuUu7wob9L85oUQQtDkL+Tza6/mi3t+zXdP7KPS7eXdzasWdCzMXjzGMuc97rkoKQEODvezJDBbRNy0LPYOZdM0VR4fbm1aX6wksaKwFPmkYCAepTMSoiVHu4mOxdmJftKg3UlRDgN9uZAyDPYN9eY0nPoERSfM1tZ1aRpVXi8nR0eQECwpLMyZG78sBAgFZf6p9gzITp47H3yF53/xMpI0U6rpjcD4SISzR3sIlvrnnJwCJT4KK4IoqsxbP33LDENrWRY/+Ptfsv/ZI5TXnX+wnG47RRVBOk/0koyn8QStCbYdi1Q8zcC5YQzdnFO4dTpMDNJGZNbnlmXx3I9f4uTeM3zgL+5j813rcPmyIZxEJMG+HYe5/4s/5tf3P8cH/8+7UNSZk0mWOWiUWs+teZmD5oJlmWSsBEkjREofJ2mOkzLC2b+NcZJGmJQRImWE0a1UVrvQShHX5/ZAFoI9/V3EMxk2llVe8liLhWnpE/c5TsoMk9RDpKbde9IYJ2WMkzajGGYGkwwZM4Fhzb+6v5xIZnT2n+nhE7dvYfOS6qkeztcLWRabhS2SDCuNbi6MZu5ClDjdbC+v5aGOYzzUcYw761updPlmUMjF9QxPdp0ibRi0Boto8hf8RtF1CiG4pqKej7Rt4F9fe5F/O7iLSrdvRo/mdJgTETUhxIyK1cko2+7+LjKmgVNRcan5PVeAh9qPckdtKw5FmTHOidAQL/adBWB7ed0Mj1JCsDRYSqOvgJOhYb5zfC9/vuGGGS01lmUxkIjxbHc7wAR14JXj30nqGR45e5ytZbUUTxjoyXl5OBnjyOgAADWemQtpASwpKKLS60MgZiwQpuOSr3yoZ5R0IoO3wI19opk8Nh5n79OHsUwru8J/Q59ZQXg0yhPf3Ymv0ENZXRGyIpNOZkjGUxRVBKdU5Isrg2y4eSWP3/8cj9//PNe/cwtOtx3DMDl3rId9O46gqArb78024QshcPmcrLtxOY995zke/fazvPXTN+Nw29HTBsdeOcPuxw5M7LuwfJpAyhmmtUyL53+2i3U3reLm37oWx0QuGcDlc3LNO7bQcfAcu375Ku/74jtmGc6FMAfNhd74q7w0+A/E9Wzogil6MYtseYAFF+FlLQSTqidXMieSD3uG/pWT449iMXFua+a9Xsn7XgwOtPcQTaZZ11T5uhtNOK9Tu6B9kS8qTAvZSfqTKzZzcKSfk6EhPvXcw3x29Taq3X5kIRhPJ/np6cP8uvMUdkXhjtpWmv1zN9tfLCYp79Kmjm6ajKeSC8olTj8+rmeI5Qmh3lDVwKGRfh45e4y/2/ccBXYnSy/o1bQsi6OjA/zf/Ttp8hdyXWUDJQ43qiShWyavDffx1UO7SJsGTf6CWQxI0yELwZGxQf50z5O8t2U1BXYnlmVxanyEf9z/POF0imqPn7vq2qZymjDpJRdwX9MK/uXAizzYfhRZCN7euIKAzYFlWXRFx/mnAy8wmIhS5w3wnpbVM6IApmURTicnlJCy4eWsZK7FeCrFYHz2oixgd6AIKedCQJYk9g728Gd7nuTDbRsocboRZMkcvrT3WYYSMexyts91OpK6zg+PHOTo0CBem53VpWXc2bxk1viXZDgty+KHf/9L9u44TOv6BsobSpAkiY7DXex/9iiBEh8bb1l1yau97tP9HH7xJIZuMNw7Rng4SjqZ4dFvPTvlzdpdNjbcvBJPYKb7L0Q2J+n2O/mXT32bxtW1ON02xgbCDPeO8Wc/+PTUMS6fk1s/sJ3u0/18728e5Oju01S3lJFMpDm48zg9Zwa45f3bWb6lZWp8u8vG9e/cwrGXT/OLrz7JQOcwlU1lxEJx9j93FM2uYnNoaDnU1nNBFhpOZXZJuGXBUPcIm+9aPyvkLITA5tAoqy9hfDiCZc6eyFXJRWwe5qC5YGKim+nX3ZMCKHK6kIATo8MUVlxaeMeyrInEf3axZJoWQuQPkxqWjmGlcm57MyGaSJPWjXlL9ycFvCfveb77XygEMi5lYTJomuy+aJEBIQT13iB/vPZa/vW1Fzk00s9Hnn6AUpcHu6wwGI8SSidxqxrvbFrBe1pWzdsacbFImwa/7jzFnoEuIukUffHIVB5wITAsi6e7T/PT04fy7hNKJQHBsdFBXhnoZmmwZMZ2C+iMjnNopJ9ne9r51tFXKXK48NvsxDJp+uMRMqaJ3+bg3oblNPjyh8e9mp33tazmeyf280TnSUqdbnTTpC8eIWUYlDo9fGzpxlnGG7IUhG9tWE44neK/j+/jeycO8HD7MUqcbjJTY+g0+gr4zKqttPiLZoyR0DN848grvDaS5VOOpFMk9KwE4rePv8rDZ4/Out6/3HgjtRd4jJModrh5e+NyvnNsL8/2dFDp8oIQ9MXCxPUMTkXl3oZlrCwsm3EdhmVR6fVxa0MzZZ78z+gle5zb7l6PZVocffk0ux87gJEx8Ba4WbFtCbd96BpaNyxejPdCDJwb5snv7aT/3DDhkQj6hALIv3/u+1P7FFcGaVxVk8NwCuqWVnLvJ2/m1z94gR0/3sVQ9yiKJtO4qpbIWHTGMfXLq/n437+HJ7+3kz2Pv8bLT7yGrMjUr6jmQ198G9vfugFpWqWWEILm1bV84h/ey0Nff4q9Tx3ixYf3UlpbxE3vyxbZ/PDvH8YhB9AkD2lzdhh2Oorsrdgk36zPBSAkCdMwp8Iy02FZFqZhTokwX4gsc1DVopmD3gy4prKOEoeb2hy0egOhCL/YfZgP3bAe3TB58dg5jnYPcMOKRop8bo53D1Lkc5PWdVorS9jf3kP7wAh3rGtjNBJn14lzSJLgno3LONE7hFNTqS9dfO7tjYbHYWNwPEo4lsRtnx2KtyyL4ZEoz79wAkmWuOm6pXT3jHHkeA+plM72Lc2cOTtEc2MpT+04zL1vWcvR4728vLeDzRsa8HodJBIZykp99PSOsaS5DG1av7AsVIrsrSjCgW7lD8NKKBTalqCKiy8MUSSZayrrqXD7ePTscZ7rbedsOETK0AnandxSWs2tNc1cV9l4xbRTIUsh92xPOz87M5P/eD6FnklYlkVnJMTO3rML2t+YiPJMf/MFsK64gr/dfAu7+s/x6mA3XdFxToWi2GSFCpeXZQWl3FHbytaymjnbd1KGzrubV9HkL+ThjmPsH+olnE4StDtYXVTOO5tWsr6kKm+I1Wez89GlG1gaLOGxzhPsG+ylK5olTKl2+9hSVsM99UtpC5bMykvLIsv2dGxskDPjo3RFQ1Pi8UdHcyvQRNP5F7SGafLB1rVUe/z86uxxXhvuJZJO41AUNpVkn49ba1qmSBwmockyS4uKCTjmdi4uyXAKIVh9bRttmxpJJzMYuglYSJKEalOwu2yXpXVhxbYlNK+pwzBMzh7p4t//8PuM9IX4jz1/NVUdKUliltFsXl3Ll5/7MzSbhsNt4+2/dyt3fOQ6DN1ACIGiKThcFxBiS4LqljI+8L/v4b7/dfuMfe1OG7IyOzSgaApLNzXRsKKaVCKNZVkoiozdbWfHj3dh6CYOOUiL706OhH6aN99plwOsCL439+pfQKDYS1/7AMlYCod7ZqGHnjEY7hklUOLPWcATtC2ZlznozYoVhaUsLyxFzrFYeOHoWQo8Lva397K+qYq1jRUcPNdHU1khg+Mxnj3cTlN5Idctb0A3TAZCUdY3VqEpMvs7elhdX8HRrgFO948wPB7D8wYwVl0ObG6tobWqmOI8fLSWBQcOdlJeHqCmqoCMbtBxbogVSyvZ+dIp+gfDnDjZh02TGRmNMTIWY9nSSp7deYK2JeWcOjPA0HAUv9/J4FCEpsaZno8QEiXOFVS6NnIu+vz50PYF8Gk1tPjuvGQPV5VkWoPFNPiC/PbSDWRMA4tsuNEmK9gVBekKP+tu1cafbbiBz629esbnAoErDwnHdCiSxG+1ruMd09Q55jvfhXckhKDY4eaGqka2l9eSMgx0y8ScoLSThYQmyzgUNW8l+iTShoFdUbitpoVrK+tJGVl2t8nvdCFjOFSN66sa2VpWQ8owpkLXiiRhlxVs8uzuA8guNt7RuIK769vIGCaHRvv5o5cepy8W5u+33sbVFXWzjpkkYMgFwzLxajbeUtfGzVVNpMzsvUhkezUdipozzKtKEuU5KPYuxCV7nEII7E5bXo7UywFVU1AnVrfBEj92lx3DMHB67HNWyiqagr/wvIyPalNnCTznghACza6hLaIBXUgCh9s+y6BNXYtkZ2ngdoSQ6Yy+QEwfQDeTCCRsshe/Vkub/20EbbnL64UkuOadV5GMJUknM7POk4gkUG0qN7xv+6z8JkAofRoLC59aN6sN5UJYlslI8hA2OYhHm82a8Xojn7RWOJEikclwzdJ6njnczpr6CgzDQpEEmqqAyPaNqbKEQ1NJZjLEkinS09if4qlsiFMSgoxh0D8WoX8sQonf/RtVUFLodVHonTuMnU4b7Np9msefPMQ9d60BIJHMkEplSCYz+LxO9u4/x+aNDfT2hSgIZqvMbbZsQcng4DhFhR4Mw8y5IHYpRawt/Ciq5KQ/cYCEPophpZCEil0OELQ1sLrgQziVy5NzFGT5TxdCgnAlIAmBV7Ph5eLmPiEELlWbodxyKddiV9S8rFkLwWTVgixJuCUb7osYarI4yalqOBdxvBBZuTBNlkGFFn8hrYEi+mIRfJqNYsfFcdUqkoRbs7HQoxf6zv/GyYq5Ay78RR5OH9R56ocvse3udWg2lUgohmZTCZb63+hLzAunUsCq4AepcW8nku4hY8URyDjkAH5bHW6lJC81nhCC2z96A6qmZonJL4DL5+Tez9yGZlNz9iieDf+KgcQrFDlWU+bcSrFjNYrkIJcHamJwLHQ/hfaVtGrvv+T7vlTEMxmimdQsHcB4KsPa+kqCHifLqktIZXR6R8O0VWVzbYKsakhrZTGhWBIhYDSa4Ez/CDVFAVbXV3Cqd5hCj4va4gCWZXFuaIxTvUMU+VyzPNzfZAgBG9bV4fHYMU2TpoYSvB47Xd1jpFI6HreNFcsqaT87RFNjCYNDEQYGx1nSnKXvCwZcFBf7GB2LUlNVgJqHPMKnVbOx+DOMJE8Q14fQrSSyUHHIhQRtDdjlwG/UguT/JbzxJW7nEbA5afIX8mxPbgnFNxpviOFsP9TFz7/6BKHBMJ0netAXQYHmL/Sw+fY1HN/bznf/+hc8+O+/nhBWtrjhXVt552fveFMzFimSjSJ7K0X2xSmlCCFwefPnhWRFxhvMH2Jo8L0VWbLTGXmcnuhzuNVy6rx3Ue7ahiq5EUyWjltYVoakPsz0V6nUsYLbqr4yxTx0+SCwyd4593i+p4PHO07xz9fcNuPzYp+LYp8LSQiW15QiCYm6kgB9Y+HsyEJgV1WWVBZPFAXBbWuX4LSpODSVqkI/xT43iiShyBJN5YXUlQQxTHMqJLW64MMs9b+Dyz2tSELBpczul7tSEEJQWOBm47psS4OqytTWFFJW5md0LEYw6Kas1Ed9XRGKIuNx2zFMi2PHs8UaxcVeCgs96BkDTVPmbDHTJCdlztWv161dFCZFp62JKmndMhcldJ4LQ4ko/3ZwNx3hUT67ehsrC8vmP+h/kBOqJNEaKKLY4Zq39/SNwBtiOBOxJGMD4+gZg7K6EiqbyijLISGWC5IscdP7tlFeX8zOB19hoHMYy7TwF3upbilD142psO6bAcFSH8u3tlDRtLCKw+kY7h6ZKoRaMASUVBfNWjx41GqWBz9Oi/+99Maepzu6gyOj3+Do2LepdF9HhXM7TrWUjBHhbOQx0maEgO18GbYqOfFp1Yu+h0uFBRwdGaIrOltpZ3oIV5koNvA4bNw0wb5T6vdwz8ZlU/tZlkVtcbbAaNLrcUxr3ZCFmBUWdimFuHJUOV/0/VgWFjopI0Rc70E3YxhWhqzqiEBCQRIaiuRAk32okveiWzcuhBDZsOv0vx12jdtvXYEiy0hSVpkIQJJkZMvilhuzUmSyJCFL5PU0LSxMK0NKHyFlhjDMJBZ69p6Ehio50SQ/NjkIQlxmsbHFI20a7B3s5vDIAKOpBGfGRxhNXlxv6SQOjQzweOcJhhIxqj3+K2o4LctCt2KkjDEyZgTDTE1939l2n+x3rkhuNNmHxNz9m/nOYVoZ0uY4uhlDt+KYVhrLMiZy2AKBgixUVMkz8bx6FiQoMR+EENxc08KGkir8c+QyryQsy8KyzlegT8cVtzAJPca5+BnKHFV4lSwBwdJNTfz1Lz570WNKkmDFtiWs2Da7v+bNhvU3rmD9jQtL/l+Ib/3JDxnsWhyBgCRL/NXDf4R2gczX5A9vk73Uee+gyn09w8mDDCX2M5x8ja7Ir/FqdcT1AQQSbYEPUmR/47wGy7IYiEc5NjrEy/1d9MUifOfo/pzTrVNRWRIsYkmwCE2Wp1oyJEnM6jd7I6GbScZShxiMv0w4fYpYppukMUzGjGOhI5CRhYYqebApQVxKBR6tnoCtjQL7mjlbOEaSrzEQ3zX1t10uoMpzG6o0f/uOpmangbQRoiv6BCnjvOhxmfMqAva5dWAty2I8fYLe2A5Gk4eIZM6RNkKYVgqQUCUXNrkQj1ZDgX015a5rcKkVgMC0MgzG9zCaylam+rVmylxXL6jveTixj+HEXkyyi0tZ2Gj2v39Bx8YzGX506iAPdxyb+V3kkcPSzThnxn88Z2tSKBXBpcQIywqKeImjo+1zXoMsNKrct+FUF76otiyLpDHIYHwPI8mDhDOnSWT6SZvjGFYaMbFQUSQXDrkQh1KCW6vFrzUTtK/EqZTNa9gmzzGU2EsodZxo5hxJfYiUOUrGjGJaGUwrM/W8KpIbp1KKS60kYGuj2LkJj1Z/yYsju6xQ5po7GpUP6YzB4dP9OG0qdptKIplGUxUOnOyhtixIY1UhPYMhjrT3s7S+jIoSH2e6hmnvGWF1SyXlRT52HezAAppriijwuTh8qo+1bdmaD2XyiwILExOJrF5edgVpIk89hBZCSFPhDHOiak6aYPuzMCcqsGY+eIqk4lG8HBjbzfaiW+a82UkLP52uTCCmJsLJic80s+GVyV68+ca6cL/JXj6BmBFymry3yTBOrvOf32f+65w97vljJpPoc03mqk2ZZQAhaxwdLhvhkSjH9pykaXU9tonqYEkScxbOTl6LLGx41CrGUsdIG+MkjGFUw0Ot53ZKnRvxanWXzdO5GDx45hj/fXQf/bEoI4k4umnyd688P2s/QbYAoNTl5lOrNnN7XUvOvj3LshgKRXngmYP0jYQJx5JkdAO3w0Z1aYCNS2tY2VSOIuVuqL4UWJZFNHOWk6H/ZijxCgm9P2fVqYWObunoRpyEMUAodQwRk7HJAVoCH6bB98685xhJvsbxsa9P/e3TWihzXbMgwzmJtDFO+/hPiGTOT/h2OTin4bQsg57Y0xwf+waRdMeE1zMdJmlznLQ5TiRzhoH4i/TFnmNJ4CMUOtaRNsKcjfyC3tgOAKo9d1Dq2ragtqnh5D6Oh76BOdFbrEk+mvzvXdCxbk3j0yu28K4LqOwkBLU51HUMK8nJ0HfImOG8Y+qmxNsa3CQNlWJHhONjc/c8q5KHQseaBRnO7Jxk0ht7htOh+4lkzk4wNc0ML1uAYSUwjAQpY5hQ+jjEn0eTvDjVcuq8b6Pac8cUWYUArqmo54c3v2tKHSWcPsWR0a8ymnyNtDk70nP+XOef16QxyGjqIL2xHZyLPEKt926q3bejSLnFGK4EVEnmvqYVXFVeSzqpc+x4Pz6PHb/HSSSWZMOyGk50DLKmpRJNlSnwuzh4spftaxrRFJlCv4tfPX+Ua9c1cfLcIGPhBKtaKnA7bGQyBvuOd880nEkzwc6hJ8maP4u1/i28OvYispCodNbR7F7KY/0/487ydwHQn+xm79hLAGwpvB6H7GDPyPMYlsGG4DZORg/T4Grl4PjLrPBvwKm4OR09xurAFrzq7B5FgHRG5+TZQR5+5hD7j3WTSuu4HBrNtcXcfvUy1rZVIcvZH+CbD7zEg08f5F//+G00VucO8abSOv9y/7M898opHvrqR6dW1QAHT/by9998im1rG/idd2ydMoi9Q+P8+qXjPP/qGYbHomiqQlmRl6vWNHDPDSvQVAXLgqf3nOCXOw7R1R8ildaxaQr1lQW85foVbFpZO+Nck+jsG+M7v9jNgePd6IZJod/N+9+ygWs3Ns/adxKf+sqHc6s6WBanD3Twr5/4L1Zft5zf/epH8EzLb6q22ee3sDDMJEljhLHUcTqjTzKcOIgquQna21hV+BkK7SsQQkVw+Y3HYlHvC/K2pmWYlsUvTh9lIB7lYys25Ny3MxLioTPH+ObhvWwqraLElbuGrntwnO88+vLUomoSkiT40a/3sb61mg/ftYnWmuLLpgBjWjqD8T0cGP4b4nofi82VWhgkjeGJnPObC5Zl0Bt7lkMj/0xC75+xTRIainAghIxlGRhWGsNKYlgphpOv8urgOVYWfg6XWkkotTDJuMsJVZJp8heSu4Y9N7ILyWwdQC4okkmpK79hnQkxIa02/3tmWRYpY5RTof+mI/JzdHNuFZwcI2QXL6lxxlJHqHLfApOGUwiKnW6KneffmbQZJpw+ndNoZucGZWJxYmFZBibn2+sMK8l4+jiHRv6JSLqDtuAn0OapYbhckISg2uOn2uMnEk/x0JFR4ok0NlVFliXcTg2XQ6M46EZTFQr9btwOGwUT1KXFAQ9upw2/x8GJs4PsP97N8bMDtNQUc/XaRmKJFOFoEpdDyxrO0dQgAa2AJvdSDoT2cDZ+mjpXEwW2Ys7FTpMyk2TM86un9tgJ1ga2MpoeYjDZS4m9HI/ipdW7MjtBW8b5/1smp6PHWBPYwtHwfjYVXDPrhnXD5IW97fz7j3YS9Lu4bmMzTrtGJJakZ2Cc/Ue7WN5cjmMi/5LRDRKpzJwSONa0/S6EaVqk0pkZRUm9g+P87X89Sf9QmHXLa7hmfSOJZIahsSgv7mvnxi0tBH0KpmVx+GQfLqeNazc24Xc7iKcyHD3Tz9/855P8wW9dxw2bZ4aQDdPiX+5/hpNnB9m+rpHyYh+ptI5vLtJ5yNk6Y5omR3ed5N8+/U0Gzw2DBcf2nGLLXevnVPwYSRyiK/Y0/fHdZMwYAa2ZJYEPUObchEetXjAl4OuFlUWlrCzKrsQPDfejmybva83NQpUxDAodLv5130tTUlK5YGFNMedMh2laJNM6O19rp38kzB+9/waWN5Rd8uLBtAz6Yzs5MPy3JI2Zou6S0HAqFXjUajTZhyzsE1GeFBkjQsocI5bpJWWMYPHm0w/NhvNGODP+gxlGU6BQYF9FsXMjbrUaRTgxrCRJY5hwuoPR5GuE06dIGkO8NvwlKtw3TSwo3tyQhYMG37tIG6GJBUAaw0xhWmkMK4VuxYmmz5E2Q1PH2OTg1HcgCQ1JaMiSLft/YcMm+3EoJflPOoGMGeHY2H9wLvwwJtO9WIFbrcatVqHJARThmHiG0uhmnJQxStIYJq73T4TNFw+BjF0pwq1UYVdLsMsFqJJn4lwmuhknaYwQzZxjPHWStJkN85tWmvbwT3AoJTT7P3BZ8p6LgSJLeFw20mmd0XCM1UsqGQ7F8HsdC+JOX9ZYysBoBJsqU1dRgN2m4HHZeeVIJ2taK7OG06m4CaVH6U10EtFDVDhq6Iy3k7HS2eZ/oTKWHuFE+BAVjhr8apCz8VMkjTiN7jaieoRQZpTBVB8FthJC6RG64u2MpofRzQyGpdPobmPv2AskjQR2eSZ5eiSW5P6H9xDwOflfH7iW5triKS9wPJokmcqg5ehNvFywLIsfPbaXju4RPv6ubdywuQWbmm3UTaYyDI5E8EwoS8iS4L5b1+B0aHjddiQhMC2L9q5hfv9LD/Dsy6e5ftOSGdRno+Mxjp7pZ93Saj71nqtx5Qi/Lug6TYujL53g639wP94CD/d97m4e/trjfP0P7ic0GObmD16Tt0+1K/oU/Yk9VLmuo8ixBq9Wj10OvuGe5eWAIklUuLwT4rP5F1M+t4NbNi3B53ZgUxVSmQxdAyEOnu4lOiEpd6p7mK/8dCd/+4k7KPDm10FcCMLpkxwPfWOW0fSoddT53k6BbQUOtRRVuKc4hLPk+HEyRpiEMUQs08VQYi+a7L/o67hSCKWOMZqcThcnqHDfQGvgd3CrNbO+O8NKE0l30Bl5hLPhX5A0Rmgf/ynkIUt4M0GRHCwJfISsl5UVbTAmcn0WGZLGKMdG/4P++Pl0QqF9DUsCv40m+xCoSOL8f0JIC8oBWpZF+/hPOBeZaTQdcjE13rdQ6tyGQylFkzxIwgZYmJaOYSXJmGFSxhgJfYDR5EH64jsRs4S08t2vkzLn1ZS6tuNRa3EoJdjkILJkn3XdpmWQ1AcZSx3lxNg3CaUn88YWHeEHKHddg0ebTWBwqTBMk2fOdfDM2XbShkF9IMAdTUuo8vqwaQrXb2hGCEE6o+NzO0imMxQFzoeOT3UOEUue/04Pn+kjM8GV67Rr3LCxmXTGwOOyIQnBfTetJqMbuBy2rOH0qUFW+jcwkOzFpwYpc1TiUXzEjAgNrlY0SeOGkrdgWAYmJk2epfQmulCEQqm9goFUNgQVzYQpsBXjVryYlsmmgmtwKR6WeFbgUf2s9m/OObGdOjfE6c5hPvnu7TRWn+cwFELg9zhgHs/sUjE4GuXVw51Ulvi5flPLDJJsu02luvy8NI0QgvLibLjZsiwM0ySRzHDy7CDpjIE3BwFCLJ4GCwr8LpyLIFWYDsuyOP7Kaf7td7+F2+/is//1MYqqCmnd2MS///63uf/Pf8xQ9wj3/t5teAs8syatlsB7aA18AFX2XFSF3fTrmMRc+eV82xdy/MUgYxp4NNuc8lF1pUG+8P4bkCQJISYqEw2T3qFxvvTdpznc3odlweH2Pr73+Kt88q1X5a0inf96YpwNP0godXzap4IC+2rWFf8FDqUUSWRFmadDFjZkbNjkAG6qKbSvptJ986z93nhYDCb2zAjTuZRK6rz35jSakC2G8WnNtAU/jk32c2LsW+hW/PW86MsAgRAyspCROf+uy8I+K5+sSG6cajmqdHHN+1klj72cCf9wKo8L4FZrWFH4hxQ51ud4l7Nk+zIamuzFpVZiWcsodW6jyf/+CUKKuecgn9bM5tJ/QZN9U+H2uSAJGadahkMpwaVW8nzvh6fCySljhIH4S1fEcPZGI3zjwKt8fvM2ChxOnj7bzlde2c3nNl9FodOFe4KUZ9JRcdo1tq1uQJmIzJUUePjY284LqteWB/nAndl0kBACp13DOW06d08j+VGyNy5RZCvFq/rpiJ1EESol9vO6h0IIqp31M/6ucTZM/bvMXkFADWKT7WTMDEW2Usod1TjlLPuKw8pa+aCWOx/Z2TuKqkhEYkkOHJ+t6SfLEnWVBfjcV8aADo1GSKZ0CvwyR0/PDhsJISgMuKkuO8+VmskYdA+EOHK6jx17TnL0TB+N1YW87aZVs4i2pwqCBPOScOeDaZj8y+98nUCJj4//0wcprskuMEpqi/j8/b/Lt//0hzz2jacY7h7hM1//nVktOQ65+LIYqpFEgo7xUSQhaAoUEkmn8Gg2xlNJfDY78Uya/lgU0zJZUlDEcCJOgd2JS9OynnlolEgqRdDhpMDh4Fx4nBKni0g6Ta0vt+zbssISAvb8PawWUORwcV/Lcny23MxNQghkWeCUZ08aTVVFfPHDN/On//kYx84OoBsmz+0/w7aV9axpma1tOh8syyKaPkdX9HGme1MBWxtri7+IU6lY4JjZSVq5BF7XK4noBcLsDqUEt1o7571lI1hOGnzvYSx1jN7Y01f6Mn9joVsxOsIPzKhyViQ3yws+Q4ljy4Kfy6xyjW3KYM53nCp5JtpKFvfcCyHh1RoptK+hP74TAMNKEcl05BSDvhBJXefk6DD90ShFTheKJCh3ewk4HPRFI5wcGUYIQakry2iVzOi4VI36QBC3qnFNTR1HhgYZjsexKyqvDfQR1zNUe33EMxmaggXEDZ1XOntI6jouTWNp0flear/HwemxUfZ39KNJEluravIKBEzNrkIIbJKdFs+ynMUhc/0tCRmnkl1VSZJMg7t1ospUzNg37w8hBKm0zs+e2M/DO2YrBbidNj734RtY0zaN/s0C01hYoYWum8yttJQNCx8+1ccX/+3RWVslSXDrtjY+/s4saXs0nuKRZw/z1K7jdPWFWNZcxm/ds5ktq+uoLPEv6JouBoFSPx/52/dQ3VY54zt1eOx84C/uo7SumJ/90yMYGX2W4bxc3t2BgV7aQ2OEUgncqo2jwwMsKSjm0FA/LQVFdITGUCWJV/q6KXS6eLH7HBvLq6jXggzEorzU3Um9P4hL0zk+MsyvzpxgW2UN7aEx3rtsVU4C6fe1rpqzpEYSgm2VtWyrrL2oexJCUFHk596rV/DlweeJxFP0Do/z0qEO2upKcSyApvFC9MWenVGBqUoear334lTK/38RHgcwLtDUlIS6YGkxRbLT4L2P3tgz/CaEat8IjKdOEUodZXoxUplzOyXOrRf1DC3G0F4sBFxQDGSRMWNMNUTOgaNDg3zn4D7aCos5PjzE02fP8EdbtrOkoIhvHtiLZVkUu9z84MhBqjw+PrZmPUsLi/nicztwaSppw6DE5aLY5eahk8d4qauTFSUlvNjVyfGRIf7P1TcwEo9zcHAAu6LQEwmzp6eb/7VxCwDRdJp/2PUCLQWFFLtcbJ6jhmbGLCWEmLeU+8Iw3OTfg6NRXth3BsM0qSoNsGFZDZPGer4forLEhyRJvP3mNVy78Xydm2XBt36+i0OnemdNnJZlMTAcpqVubk/KtCz6hsdpqDrv7RqGiWFYU0niwoALu02lMeDm8x+5ccbvu+tAB/c/9PJUFaZlWew72sW3HtjFuuXV/N77r6Wi2I/XbUeeCAFeCUiyxGf+/aOU1BblXMS4/S7u+J2bqF5SuSA+3ovFypIyhhNxjg4PYk609aQNHdOy0E2DtKGzpqSKjtAoALppoZsmhmkymoxzemyEkUQCTZZxqipVHh8d42O4NJVIOpXTcOZSYL/cUGSJzctreWz3Mfad6MY0LZ7dd4Z7rl5BRZFvkZOJSW/82RmfeNRaih0b3tAWn8sNTZ5ZIW9YCTJmbNbn+RCwL8UhF5EwBq7E5f1Gw7JMxtMniWV6pz6ThEaN5+6Jatw3J3QryVjyyLRPBIqwM1+qwbIsuiLjeDUb7162gpFEgld6e7CsrLRafzTC72/cQoXHh3HApDcawabINAYLGE3GubulDaeqUuby4Lfb2XG2nXe0LuO62noODw2y+5kuAFaWlLKiJCsYsbuni399edeU4eyNRhhJxPjYmluxKcqclJsLnpEsyyIUSdDRM0L3YAjTNOkfCXOub5TugRBDY1FcDo2WuhJCkQTDoRhnOoc51zdKKJzAMLO5pFxori2mqjRAd/8YXredhqpCGqoKCXgddPeHqCoNUBycmSfQTZOn95xgJBSbUkBPpTOkL2DaMQyTR587SiyRxrKy3mdn3yjjkQSlhdkXvLjAw/LmckKRBPFEmrqKAhqqCikv9jESimUJF5qzoWvTsjh5dhCX08Z9t6xhWWMZQV82lDY6Hpt1/suJXEZzOmwOjXU3r5yzuvZS4VBV3JqNhkAQl5bNr+wf6KM3GqHG66fQ6WJ3bzenxkay+ysqL3V38mJPJzVeP0sKimgOFlDmdlPkdLKmtJxIOk2lx4fxBghVT0dxwM1VK+umCtE6B8bYfeTsosdJ6APEMudTDgIJn20JTqXicl3qmwJebWYzRyzTTSh1DGuBYs5CKLivABtVytDpiYU4Fx3FXISw9JsJuhUnlDo+oy/WqzXi/v/YO+voSrLz2v+KLpN0xQwtqdXMjDPTgx72eIwxM8VO/Bx4SeyQk9hOHDt+doxxzDjjYcbumWYmdYuZry5j1Xl/XOlKanHDzPi97LV6rVbdqlOn6HznfLC3VvI69mpmCGEQTfVzZugbBCe48BXJjNtcO6+JZ4U7i1AyyYvtrXQHA5hG8wvGxgW7ZsKqqlRnZ2coMU2yTPOIjx+dOMYvzpwilkohSRLBRJxsqxVNUVjszUEbZRYzKQpNvmG+e+ww3z9+hLcuXZ45fzyVQpZkrKo6Zz33vKcusXiKg6fb0HWDbJcNu9nEy0ea8LisXGgd4P6b1/DUq+dp7/WxbXUV/cNB9h5txu20UpznZsOych56/hQfecu2Se1KkoTTbuFtt63lRw8e4Js/e4ml1YUI4MT5TgZ9Ie7Zs5KCnMm1QJqikJft5Os/eZEl1QVoqkxXn58tqytZs2T8Y7RbTJy60M23fv4yVaVeRgJRntnfgMthYVV9eiCTJYm33bqWxrYBvvmzF9m8ugq3w0Jr1zDPH7zIppUVrF1amtm3pjyXZCrFb546zsW2ASRJYmgkRFuPj3v3rGLNklKEELR2DdPcOUj/cIikrtPRO8Kz+8dr1qpKcqgonl9m62vhZpkPrIrKitx81hUUkWuzk1VpJZRIIEsS2VYbW4rLGIiEGY6mkz5urqohmkoS13Vsmom7auvpD4cpdDiJ6zpWVaXE5caqqFM0+l5rSJLEdWtr+eXTx+jzpQWJH3vlHHduX76gJKFQsm0SwYEkabhNi/6fcdGmIZFv20KT/2ejhfgQ0wdpCfwah1aGax7XKyGhyVe/xi+mJ+kIj3BiuIs7ypZRaHNnSE+mU9oRIl2/LjM7IclEpAwDZZTAxBBprturCd2IEUl1Tdrm1MpR5SvL9L4WSOh++iKv0BF6nP7oASa63i1KDvm2rTMfPApJkliam8eHVq/jeF8P7f4RhqPRKTJmkiQhI6FIEsnRrNq3LV3BLdW1/MPeF3ihPf335INAG/VaNfmG+er+vWwuKePPtu6gLjvnsu7nvA1nNJ6ktSudxNPWM4wkSzhsZtbWl9EzECQSS+C0mVlaXcjASJhVdcVUFGfT0jVEvtcJCJK6MW1WpaYq3LCpDofNzIPPnuBHDx5AICgtyOKz77mOLaurJg1ckiSR7bbx1lvX8thLZ3j85TP0DaVXvFWlORjCGGXmgUXlubz3ns385slj7D3aRDSepLo0hw/dt5XSgnGlhsoSL5973/U8+NxJHnn+NOFonGyPndt3L+OO3cuxTHB/rl9WzsfetoPHXz7LTx89TDyewmbRqK8umLRf94Cfx146Q3PnELF4kmNnO2hoGXdLvfOO9ZQXZ88rX/LSon1pGv5ESK+ImWO/6dqa+Dwu3RdgYCTEgTPtnG7qZnB0ZW0xaRR4ndSV57FhSTnY0rp6pS43N1fX4LXYsKoaNlXL9MOmmajwpONg5lG3bI7VljnXfPp/LZGf7cBmNcFoPsbFjgEa2vtZVjV/3tFoagAmDKQyCja1aJYj/vAgSRIurYpi+420Bh9g7KENRA9zZOBvqHLdR6F9JybZw2xuOvkaCKu7TVY25pYzEAsxEAuRbbbz65ZjGAhWZRdjCIEqy2iyQlxPoQvBK/3NpAyD+yvX0BQcpMLhpcHfR6kji/5okHpPAQcHWlmbU8bJ4S7aQz7yrS62F1TxXPdFRhIjxFMhcq5cIQxIlyXFUkOTtpkV75wZsa8Fxpjm4oaPnvALdIaewh+/mKnhHIOETG3Wu7Gr81slJ3WdpKGzs7wSfyzGyf4+rNrMYScJCaumEUkkSek6oUQCdQK73XRIJy4K7qxdTNIwuDg8RJ03zUU9dpSBgFE905nGnnkbTofNTE1ZLpF4go5eH9UlObT3+Dh8tp2u/hEQ6ThRKBInEI5h0lTMJpUsly2dxitJ+AIRnn61gXVLy8hyTc6QtVlN7Fpfw9bVVej6KJ3fqK7ipQWr7793M++5ayMWs8bb37Se+25egzAEkiShqXKakNok87n33YAQApNJZUVtUXrJL9JZupo6zmnK6A2qry6gpjyPlJ7Wa5Tk8fYmJeNYNG7eVs/1m+oybY5lbaoTVk2bVlSwdkkpI8EoH/irn7Fj3SI+/vYdmd81VZl3kcHeky184XtPkBqtM/r6Z+5lZc3Uwfgf/+tpnjl8ASEEi0py+bdP34XLPjnTtK3Xxxe+/wQt3ekP8923rOedN6+ftlY2FE3w+5dO8bOnjzISjKDrYhLxhDyWrWoxcf/1q7l390qynFY8ioX3fvFn9PmCaKrC7770vin9uBSGEPzrz1/gkX3pGInVrPHxe7dx+7bZuVKvJo42dDE4Ms7MkkjqPPbKOeor8mfUBb0USSN4SdmVhPYasae8llBlBzWedxHTB+mLvIIghUBnJH6O4wNf4vTQ13Gb6/CYarFrpZgUz2iJgw1FtoBIl+1cK4xx/BwebKfY7qHE7uH8SB8yEi6TBYuiEtWTxPQkta48zoz0EtOTDERD5Fud9EUDeMxWBmIhqvUU3RE/2cEh+qJBtuZXYVNNmBWNjXnlHB8SHOlPXjXDKdBJian3JqYPIutXlsMgSRJmJTtTOzzvPgmDhBEglGynI/go3eHniOsj09AsSliUbBa530mZ4/Z5kx8kDZ3jfb0839aMIeDGymoWZWczGIlQ4HBkMlwdJhO5NjtmReEdy1bw/eNH+f3Fc4zEYiQNnTWFRRQ7XVhHtUllJEpcbkyKwubiUk729fInzzyBLEnsqaym1uvlwYZz/PzMKc4PDvCW3/4SSYL/uuNenKbptVbnbThNmsKWVZX0DAbYuXYRDpuZm7bW09PvZ9gfxmEzc9d1K+gfDuGwmVEVmbqKPKpLcijMdaGqCh+9bxuxRBLzDOolsizN+Nvkvqgw+sxVRcrU5VyKiW3Np90xuSVtDrKFMY5Zs2nmF2LMkCqKTL5JZXFlHpoqXzb5ga4bRGIJUqOTCmOGeGA8mSISS8dzY/HktLMvQwhi8SSRWLoGL5HSmY5GzB+K8oNHDvDLZ4+hz5DBbAiBkUoTVfzgkQNc7BzgI3dvxR+K0dKTThDSVGN66sBpkEjqmX4JQeZ6XwskkjrPHb5AZEJRtCEExy900j3gpzQ/a5ajx3Ep00+6HGD8uY+t+Mfk8IzRSd90jCZibAX+Gq+85wNJknCaKliV+xdc9P2InsgLRFK9pKk7kySMEQaiBxiIHpj2eBltWs7eq4FgMk4omWbLsSgafdEgTtU82m9oCQ6RY7HjMlnYkFPOU13naQ4OIoBIKkF7yMdQPIxF0RiJR+mMjOBPRHFqZjrDfgZiZxmMhfnkkp38vOkI+VaV1V4HsaukuidG6ewmoiP0GH2RV664bVW2sS7v73Gayud9TDTVT390P92h5xmIHpyx/laVbORaN1Dhups826Z5Z1kDuMwW3r1iNe9esXrSdrvbxF9vvy7z99bScraWpvtek53DP11345S2/m3PuAShWVX5+k23Zf7+xPpNfGL9pkn737N4KTvLK/nTZ57g+7fdNSfl5ozWJJnSeezoeY639qApMjesWEQwmmAoFOHuDUsBCMUTPH+hmX1nW2mLBrl9fT3dgQCRgSS359ZTnOfJtHemvZf/fvEoqyqLuHP9kklZuX3+EP/68MtT+iABt6+rZ1t9JUJAIpXi0aPnOdnag0VT2bOyhv5AmGg8yR3rl8xoQN8IuH33cmKJq61lee2gG+laxof3nplkNMsLstixqprCHBeSJDESjNLQ3s+R8x0EI3FePt6MrhtkOd+YtYezob3Px+nmXnRjTBggTZfYMxTg2IUuSvKmrzO9FJdmPabpJ9PGOBpN8PSTp1BVhXXrqzAMg2NHWxECdu5aTF9fAEWRaGsdpKa2gOamAUZGwsTjSe66Zz0HDzSxbFkJDufsq/e0QXptpIltaj5LvZ+kyLGLgchh+qP78cXPzkkVOJE84WpCAB3hERyamVyLgyyTjUgqQSAZY0V2EU2BQeJGCkWSqXR40WSVHIuDm4vr8Zrt1HryGIlHqHLmUGxzU+fJw5+IsiyriCpnDreW1tMfDeE2WckyW9mQU0Yo5SeWvHqTAImpFQ5xfZi4PnzFbauyYxKhwmzQjTi9kX20BR9gMHZsRp5cRbKQa11PieMmcq3rsaq5vPFIO2aHx2zhE+s2zusbn9ZwGobgB88d5rf7T7GqopBct53vPH2Q4VCEpaUF3LF+CeFwlK8/tpeznf3csqqOQDTGP/72OXRDsKqiiNvXjQs1CyH43cEzHG3uons4wMaaUirzxpNinFYzN6+qJRRL8OtXT+ILRXnP7rV47Faq8r2ZNv7zqQM8euQcq6uKsJk1vvXkfgYCIdZVl045nyC99E/oOjE9xUA0TJN/iJaAj/5oiKFomMFYhHAyQVxPl1HohoGmqJgVlRyLlXybk3KXh/qsPJZk5+E2W7AoGtplKGhsXV3FNDSpb1gM+cM8c/gCwUh61i5JsH1lFZ956y5yPQ5UNT1JMQxBPJmiZzDA//ntXvafaWPvyZZ5uzXfKNANg+MXOmnpSbuvS/Lc2Cwmzrf1E4omOHy+g52rq+dFwqHJTiSkcbMlBKnRBJrDB5spKclOk0E097NyVRmLlxTz7FOnicVT9PX6OXa0lfolxZjNGn5/hOpF+Tz68DFA0N6WNqhzcdGk9TBfu9W6KlvJsawn27yKas/bSeh+golmAokmYvoAcX2EpBEgZUQzZO+GiBPThy+bR/VS6CKOIJ3fUOPKYTgeQkbCqmpszqtEFwYmWaEzPMIyTyFrc0pR5XS4ZGt+FbIkoUoyq7NL0IUxStYgsyGnnJRIJwOpssISTyE1Lh1NVpAliU15lYRTPs4Om+i+Sp5nCQVVdsA1KtWZD91f0ghz3vc9WgO/nVaJRZEsmBQ3BbbtlDvvHE1eso8mTfxhGU1Ih53WFMyvznpaw9kxNMIDB05z25rFfOyWzaiyTEP3AJ/9r0cy+7QPjnC2o5/37F7LXaMr0P0X2vn0Dx5iVeXk2FvvSJDDjZ3cunYxx1u6OdPRR0Vedib4ajNp7F6WZiI61NSBKsvcvm5JJh0ZoG3Qx8OHz3LPpmV88IYNKLLMqbZe/tePpxIWJA2DZzsaOTrQxYnBXs77+gkkFvZxXrjkb4uiUp+dx/aiCrYUlFOTlUO22TrvjFj1MqnbXg8IIRj0hznfOv7RFnpdvOOmdVNqGsfEjReV5PDFD97CN379Mo+9cnbU/fuHA38oyt4TLZlyosIcN8urCmnr9RGNJzl2oZOO/hFcdsucz9yq5oEkZ8YZg1SmPEWSJOLx1KjQuGBkJMIjvz/K5q01OBxmDMMgGk2QlWXD47FRt7iQ06c68PujSJJEIpGit2cERZZwe2bOsEwawVHB4bkZW64WxlzSCiZMshuHVkahfdeM+wtSHBv4R9qCD16V8wuhk9RDWFQzmqywNb86c+WqLKOOVt9tzK1AYrIQulkZHwoVSUKZUKl36d+yJE3eX5axKLPX/S0UsmTConoJJpsy2+xqCS5T9ZwUeJdiOHZqEl+yhJQ2cLPAECkaR37CxZH/uuQXCauSi8dcT6F9FwW2bZiV9OLmjRZKWCgW0v9pDWdD9wApw2DL4vJM/Uuuy0Fd0TiJgCxJyBIMB6OZk66rLqHA45ziIXq1oZ14KsWd65cQjSd56sRFblpVlzGMM3V44vazHelBfGNNWSYBpyDLyaIC75TjQsk4/3D4OTpD85X4mRsxPcWxgW6ODXTziwsn2FhQyi3lddxQWvO6l1FcC/hDMXzBcWaY0jzPrEQAkiThtJl5+41raOwc5HTzG1/xYgxCCNp7RzjemE7/V2SZ6mIvm5ZV8NDe00TjSfqGghy/0EV9eX5G3m4mOEzlk8i0hUjhTzQihGD5yjKOHmlBVWQW1xehmVQWLxmtETYEZrPG5i01JBIp4vEUZrOGN8fJ7uvS4Y2a2gJGfGF0XbDMbZuRcCNh+InrvnQ27zzHg+kJ8i9vMJzPIJSOe1+9VbFAEEy2YlG9o2Qu02MmGrU3EhTZPCUT22tdzQrvny5QpkvwSs8f0xuZKDQgz5ms5o830Bp4YNI2VXZQYt9DoX0XOZbVaLMIq/+/jmkNZzAaRwhBjmt8VqIqMrYJpRaVedlsrC3jt/tPEUkmWFKcj8NqmlLvForFOdjYwdKSPMpzs1hZUcgLjzbT4wtQnju/ZAsAfySGJIF3QuxMVeQZ6dD0a+gX7Y+GeaTlPHu723i2o4nPrt5Ood05peboDxWCNK3gRFgtGpY5EqwkSaKsIIvtK6u40NF/VckghBDoQmTUaGRJIqUbmf+rSjoNXZYkdENkDIosSenjkIilUiiyhCrLk8TNhYAnD5wnPKqQYjGrbFxazuLyPPKznfT7QgjS+9y7e2VG3m4mWJQc7FoxgURjun0MAomLRFM9uFyFbNlagxBgHtVN3b69DiFA0xRkWcLptLB4SRGyLFNQ6CYr257Zd+26SnTdmAeDmcAXP0OWeem873Ha1Tk5Dq/Is8dSrxSpS2j70ob68r4jgcFQ7Bg5ljV/8KsfRbKma3+RMy73cLITXUQBJ/O9RykjSsqYnMhjHpUgmwlCCHojeyfFU2VMrMr5MwptO1Blx2Xd3xPtPXzx98/y1o0ruG/98kwbhhA8caqB7714mD1La3j3tjXYTBq6YXCio4dfHjhFl8+Ppiisryrh/g0r2Huhld8dOcN33nt3pqwN4ERHD998dj9Li/L41J65+Xy//9JhHj/ZgGAsaU9kJl2SJFHm9fCJ6zdTlZc96bhpR0KbSUOWpEmSK7puEE0ksZvTmWk2s8Znb9/BppoyXr3QxiNHzhGOJ+jxBTLPVAhBU+8Q57v6+dRtW5ElibVVJXidNh45fI6P3bx53g/AbjEBEpEJ+pop3SCWSOKyXtuPezoIwBeP8rum01wYGeR/rd3J5oKyP4jZ7FyQYIqKSySWJJZIMReZmiLLrK4rxvq0dlUNZ8oweOzsBZYV5nG4rZulhXkc7ugimkjSNDjMJ3du4mR3H1sry3j0zAUqvVn4YzHWlhbxaksHpVluHjl9HqfZzPKifPYsXpRpeygQ5ulD4875gmwna2rTKvE7VlVzuqkHATS0D3C6qYf1S2Znu5FQKLLvzhhOgECimf7oIcqcb8J8yWTPMpppLYRgxap02xNd+5f+f75u/87Qk1S67kZifpmNMX2QlBGbtM18DeXMBAbhS4r8Fck8J+3nzDDoDj1LufPO0eSUP1xIyLhMtVjVAiKpNO3eSPwckVQPFiVv3tSeoWTHlPrKXOt6ZjO8hkgSTLZOSt4qdtxAieOmK6KMDMcTNPQMMBQaN+S6YbC/qYMvPfIii/K87Fm6CKuW1j1+5kwj//jIC6iyTG1BDoos88K5Zk60dZMSgjNdfVOqBiLxJM39Q2Tb5ycIsrQ4j1gySSieoGPIz/PnmqjO87KushiX1UxJlge3bap9mXaUry70oigyh5vSnJ1CCPoDIRp7xgtyxwze1sUV/Nndu/m3997O1993B4VZLsyaOnpTBGc6+tBUhfritGBrvsfByopCXmlowx+JTT35DKgtykUgONbSlelT70iQln7f3AdfQwjg1FAvXzzwDC93t8xafPuHg7Scm2uCjE7XgJ/uAf+8rq8k1zMpPn01IEiX4OjGGAOMREV2FvUFeRjCQJD+CDMzR9KSb0KkZ7Q2TWNVcSG5Tjv6Jdfw1IGGSSvsG9bXYTal9Vh3rl6UKWUSQvDIvjPTimFfikL7rtHi/zSSRoC24ANEkp0z3sOxWPjVioePxM/RHz04r30NoRNIXCRhjNNiSteYuCGa7COYaJ1wPhVNdl3RajGU7KAj+Ci6Mf+x5Y0ISZJwm2twm+oYM3K6iNEa+P28k76E0PHFTxNJjecqSCjk27bMfhz6lFIYl6l63lqe84UhBKe7+vjak3txWsx8/IbNVOel3eyxZIoDzZ0MhcJ8+sYt/Me77uAb77ydb77rDhYX5XGqo3dSPfnlYlN1GR+/fjOfv3Un79uxDlmS2LyojD+/bRd/fOM23rx+GV7H1AqBae9EZV422xZX8JtXT/HdZw7w873H+fpj+whEJ7vv9p5r4S9+9gQ/HM3A/fLvX8QfiVFfnOZUDccT7D3fyvrqEjyjSRWSJHHjylr6AyGOtXRn2GIGAiGOt3Yz4J8+LW1RvpfNteX8ct8Jvv/sQX768jH+zxOvEoxeWUaeNMO/haLRP8Q/HnqehpHBP3jjKUngddmoKx9Xp+8dCvDIK2eJxKavDZ0Iu9U0Zx3U5WAkGuNYZzfNQ8PkOOzkOx34o7FM+Ujz4DCne/oYDEewahqne/o419dPOJGgwutBVWRGIrFJz9cfivLyiaYMH6bNYuL6deMcrEW5LpZXj7MGnWjspmOOyZokSTi0MorsuydtH46d4uTQvxLTBzNuodkwts989p0OuohzwfcjgonWWdsQQhBN9dAb3jcpw9WmFmYSP+bqZ8IIYgh93tdlCJ3mwK9GXY9pKLIZh1Y6y5FzIyXCNPl/SXf4BQyRmvc9fiPCJLspcdw4ya3aFX6G7vCzc/ZbCEEk1UdH8LFMRjekpe2y53DfK5IJVZ68Ygsl2xdgsOf33vYHQnzzmVfp8Pn57E3bWFNelFlJG4ZBUk8BEuXerExoJcfp4M7VS6jOm/u9vJaYdt2tKQp/fNt2fuI8wisNbZhVld3Lq8myTb6ZdcW5NPYMcbCxg0Akhsdh5bO3b+e65YsQQhCMxgnHEmypK8eijZ9qeXkBtYW5tPQNs2NJJSnd4JHD53n82HmSKZ3FxVMVT1RF4U/u2MFPXjzKy+dasZnTmbhOy/TMDsBoKrqKTTNhVlSyzVaqPV4KbU5yrQ7ybQ5cJjPm0RIUTZYJpxL44zFagz6O9Xdz3jdAXyREMDm3gW70D/FPh1/gX7beQp7t8sRr3yjIzXJw06bFNLT3EwinjdOj+84QisR5z20bKPA6sZpNmDVlyrNSrlE9rdNixmEyce+qpXhtNiRgJGrnc9dvx+uw8ZY1K+jxB7h/zXJcFjP5Tge9gSC3LKnFomlU5WRR6HJSl5+e2AkhOHK+k5bu8VjO9pWV5GePaxFqisKNGxdz5HwnhhAM+cPsPdFCaX7WrDFtVbJT4boHX/ws/kSan1hg0Bt5mVd6Pkmt5z14ravQZOck96RAxxAJUkaUhDFCf/QgCibKXXcgsRCml3TW7mDsCMcHv8SSrI/hMi9CxZphckmvzFPEUgOcHf42g7Gjk44vtO+YNRY2BkGKo31/Q8wYpsJ5J17LGsyKB0W2ThFaNoROQvfTHnqEtuDDTMwkNMlussyXzxJVbN9DKNmOP9HA0YG/JZBopNx5OyYlC1W2jt5jCYGOLmKkjAihZBtx3UeJY2oR/esNSZIodtxAT+RFOkNPAumyppODXyFhBCiy7cakuCYxAKVzAWJEU72cGPwyg7Fjmd9UyU6l615Myuz82JIkk2VeRmfo6czEpjP0JPm2LeRZN44Kc4+X5IlRijpdJNCNCHFjmL7IqwzGjrIm968wK5Pjg6e7+jjb3c8PXjrMyY5ePrlnCzvqKid9TzaziZWlhTx3tpl/e2ofH79+E0UeJ6osk9R17NdQAWo+mNFh7bCa+MhNm/nITZsBCERimczWMRRnu/nQjRtnbLzE6+ZHn7x/ynZNUfjmB+/K/K3IMu+9bh3vvW7djG1JErhtFj5+yxY+fkt6my8U5Uhz15R9NVlhS2E5NlWjLjuX+qw8Sh1uvBbbwuoLl8BQNMLzXU080nKeg30dRFIzF20L4FBfJ4+0nueddav/oLNtFVnmurWL6Oof4edPHyWWSKEbgueOXOTwuXaWVhVSU5pLca4Lu8WM2aRi0pRMcljyKpejyJJEpTeLEo+bfGd6UpLjsJPjGE9gK/FolHjGswWdFjOlWeNR2SUF4ytoSMdDDp1rxxdMx1ysZo0dq6qxTBBvlWWJpVUFFOe56egbIZZIcbShg1s2LybbNXNKvyRJZJmXUJf1Pk4N/usE6SyBP9HAkf6/xmmqItuyDJtalB6MJJmkHiSa6iOYbGYkfp6kEcSmFlFo34lFzZn3/XJqFegiTiTVzUD0IK/GL1LkuI4sUz0mxY0saaSMKOFkJ92R50d1H8dhUwsotF83L27UodhxBmKHSBohhmMnMCtevJZVuEyLsKmFaLIDWVIxRJJoqp++6KsMRg+ji8nu1ALbNlymqnlf46XwmOuodN3D0YG/J5LqomHkB3SEHiPbshKnVpU2MigkjCDhZAe++FmCyRYcWhkFtm2o8huPtEOWVJZlf5Joso+h+HFAENMHODn4Fbosz5Bn3YhNLUKVLaOUeH4CiUa6w89nYqOQZmkqc95GoX0X8pzlLBIFtm20BX+PL56mv9RFjKP9XyTfthWvZSUWNRdFMo/+liCu+4gkO/EnLjAcP5NZ5fbYdlHhujPTsiLLnGjv4VM/fRhfOMrbN63k9lWLp4R2ZEnilhV1JFI6T525yF8/8DQmRcGiaYCgfWh6pa0xXGsfwhtO2O2hQ2cJRuO8efPyTKx0obBpGn+xbhcuswVNvjLj5bXauLd6GVsLK3ig6QzfOX2AkcTM8ZNwKsGjree5sayGEsf0qTQz0eVNxJhb+/WE02bhj25dj9dt59fPH6etJ+2iDETivHq6lVdPtyJJYNZUzJqapitUFBRFwh+6ujEmRZJYVVx4VTOXewYDHGnoyNABVpfkUFuWN4X6Lj/LycpFRXT0jQBwvq2f5u5hspz2WZM0JEnOuGtPD32NSGq8RMcgiT/RkFmNzoZIqpv+6H7KnG+a97XZtVKKHTdwavDfSBg+EoaP1sBvaUNFla3IkkrKiI+uKKYWtpc77yTLXD/nO6gbMdqDj03K3IzrQ3SHn6U7/OyouLUVWVIwRGraQnoAj3kpi9zvmDev6XSwqgV4LatYnPUBzgx/k7g+SCTVQyQ0e2lULDXISLyBHOvqWfd7vWBVC1iW88ecHvo3hmInAIEh4qN0hgdRJCuKZEZgoBtRDKayAhXYd1Drefe8tVJtWiH12R/maP/fEtMHgbTUWVf4abrCz6T5hiVTOveAxGh29NRxrS34EKXOW1FGV8WKLHPLijqa+oaIxJPU5OfgmMFraDebeOumleyoq6TXHyQYS5BIpQhE4/z60Cka+4emPQ4gGp8fM9LlYt6WSZIkbGbTrPVRVwMt/cP0+ILcvXFul40kgcNsSpfJTOiUIsl4rbMX+C4EkiRRYHfy/qXryLJY+eKBZ4jpM9PnHR/o4fhAN8X26RMdPv93v6OjaxjDSItpT7fPB965neu3L57xHPMJjF+N2I3dYuKeXSvYuqKSV8+08tT+Bpq7h0jpeobwPZkySKTiiAggpq8GvBwIQYbwP11cf/XePN0wOHahMzMZUGSZVYuKKM6dOrA4bWZW1hTz/NFGwtEEAyMhjpzvYEV1YZo3eRbIkkaR/XrsajHnfd9jIHZ4lLZs/ndJQqUz9BSljlvnbVhSRoQ860bW5P5vzgz/x2iMSkeQImkEZz6TZKMm649Y5H7nvFZgkqRSbL+eSKoLX+zslJIWQyQxxMxeGkWykG1ZyTLvp7FfYXzTquYjS2ZKnbeiyQ5ODn2VWGpgTuq/lIgyFDuO17LqdZ+sTgdJksk2L2Vt7t9yzvdtusPPj67W0yoluoigT8sdK6PJTsqdb6Iu632YlfmX/wHkWTezLu/vODP8H/gTFyfQ9AlSIjwtCf2EXqNIJpKGn0iyE6epEkh/d4VuJ+/aspo//eVjfP+lw3gddjYvKp3WGyhLEiXZbkqyx7/LXn+Qp89cTPM7z/A9XOgdJBRPzBrKuxLMXx3FYuLP7t51TToxEZ+6dW7ttjG4bRb+6r7rr2FvxiGRZhd5y6LldIb8fPvU/inZmWPQhcFjrQ3cXF6HOs2HeP32xTzy9EmyPXbycl1YzOqUD7a40DNrf+bDzJPSjSs2YmnFGYXiXDdv3rWSe3etZMgfprV7mO7BACOhCMFInGg8STyZIpHUSSRT7DvZcsXcvIYwCEWvzcwxFk/x8N4zmQlIltPKtpVV0/IdS5LE6ppiirwuLnYOIgQ8f+Qib969kmzX1BjvpZAlGY95CRsL/pmB6CE6Qk8QTLQS14dHaehio4O7hCypKJIZVbZhkt1YlBzc5joKbNsXdH26iCIhU2jfjdNURWvwAQaih4mlBkgawcwgKEsmVNmGRcnBZVpEmfNN5Fk3zlUkOn5vUMi3bSXPtglf7DR90VcYjp0mluonYfhJGRF0kUCgI6MiSRqabMekuLGphRTZr6PIvjuty7lAm+XQyim07cAQSWTJhE0tANLJLUX263GZFtHk/wXD8VOj/QliiCRS5rrtmJUsbGoh9je47JskKdi1Etbl/S09kZfoCD5JKNlCLDVIUoRGJydpY6XJDsyKF4+5jjLnHXgtKzPx3QWdE4Vc60a2FNbRGXqa3siLRJK9o881jCGSoxSHCrKkocrWzLkdWik51nUU2naiyeNECbphkNB1SrPd/NN9N/O3v3+Wv/39s/zl7bvZVls+xXi2DvgwhCDf7cBm0kjqBqc7+2gZ9FHgdqJMI4wAEEum+O4Lh7h/43JynQ50w2AkEsVjs2I1XXl8dEErztcCCznP6zE7lCWJe6qX8kJnE2eG+2fc72BfB3E9hSpPjRGdu9hDVXkuH3/v7kxh+0IRi89CkD1qLWPJubMKYX73MSOrBuR6HOR6Zk9+uvPz36N74MqYm1Ipg35fMLMyv5o409LLhY5xNpWqYi9LKgtmvBfFeR7qKvJp7EobzpbuYc609LJ95XxicmnCeAkT+bat5Fo3pl2IyW5i+lBmEJKQkGUTimTDrLiwKHnY1EJU2b7gd90QqTTd3qiCybLsTxNKdhBOthPTh0ZdtFKab1R2YddKsWvFC47zjb8XKl7rKrzWVSR0P+FUd8Z46kYMgxQyGopkxqxkYVFzsWulqNLlCzOXOPZQ4tgzY7+cpgqW5/wJkWQXoWQ7MX0Q3YgjSWmCAZPiwabmY9fK0OagoHsjIH2f0jXCedZNhJMdhJKdJIwRdCOWpoWXrZiVLOxaCQ6tbMHSYVPPlyZMqHLdR5nzFkKJdqL6AAl9JO1dEHpmsqcprsxExKLkzEgNODYmVeRk8blbdvDlx1/mnx59gc/q29i9uDozeY0nU/yf5/bTPjxCVW42WXYrkUSSo61d9AdCfOKGLTOGbq5bUk1j/xB//cAzlGa70Y10+eJ7tq9l86KyKw75vOFinG90SJJEicPN9uLKWQ3nSDxGS8DHMm/+lN+a2waJxpI8/0oDhXku5GlWOcUFHrI9M3/MI6FLGVfSSKTGV5mBcGzamkPDMCa5elVl4aT1s0HXjSnnvZzqFEMIugb8jISiZLuuXuKGEILfv3RqghsYbty4eEYWKkjfo+vWLOKp/edJpHQMIXhk75l5Gs7JkCUVh1Z6xaUXC4EkyThN5QuSkrpcmBR3OpZmrp9752sMRdJwmipwmipe765cVaiyFbe5Fre59jU5nyRJaJKTLMtSFubwnRmyJFFflMdf3XEdf/GbJ/nGM6+iyQrb6ypQZBlVkbl/4woeOnaOo21dDATDyJJEVW42n791F7eurJu2TZOqsK6imNrCXH518CQvnG8hEIlRmOUiHE+kDff/GM7XHiZZYVl2PllmK7749AbMQNDkH5rWcL77LZv5x39/nK9/91lsVtO05Rsfeud2rt8x88DTPTh1NWcYgtAEUolwNMGQP0K2a/KsPp7UJ0mFmTX1St+jSfAFIxmjBGmjY55FyX02XBhl69m2quqqJQY1tA9w/OJ4Nnaex8nuNYtmOSKNjUvLyfc6M0lCRxs6aekeoqp4/tmu/z9ACIFBgniqj6QRAKEjy2Y02Y1JyUMaLWUQQpAy/MRSvRgijio7Mav5xFN9yLIFi1KIJEmEEo2kZojLmpVcLGrxJSUvSeKp/jRjjtCRZQt2rQpZ0tCNGJFkC6riwqoWZ47RjSiRVDuq7Myc91oiFo7T3tCNt9CDt3DcFEWCUbqb+sgu8JBd4AFG62RjSQa7fYRGwghDYLKacGXZyS7wZCbeF4+3kpzBE5Vfnov3kvaGun0EJ7TnzLLjHW0vFonT0dBDVp6LnOLxcpJoKEZ3Ux/uXBc5RVduQtOGMIuffvh+QCBLcmYsUmSZNeVFrCorJC1Lmx6z0rHNcVq8iVhfVcJDn353OncE+PytO/lft+zMiB2Mbb9SzMtwPvPTl4lHE2y7cz3u3JnJgU/vO0/j8VZW7VpKxdK5Z9NBX5hz+y/Q09KPnjLwFmWxYns9INj34GHW3bSS/PKczEf2yHefxWo3s/HW1Tizxl2FQghe+NWrxCNxNtyyOvPCBYZDvPzbA1gcZq5769ZJN3mga4i9DxzC7rax6bY1uLLnX3cpSRL5Niduk2VGw4mAnvD0H3tKN1i1rJRli4spynejmZQpD7OsOHvaY8dwsWNgyraRUDQjAzaGk03d1JROHtgD4RixxPgH5rSZZwyyXw5ON/cQjY/HN72umcnI58KgP8zDe8+wtLqAbOflu/XGoBsG+042T1qx79lYO4VicDpoqsIN62r54aNpNp5IPMFzRy5SWeR9QyaVvF4wRJSOwM/ojzxH0hhBIh0HNil51Hu/kDFYcb2fJt+/44sdQZY0NDmLLOs6hqOvkmXZxKKsTwPQF34Cf/wEKSNEKHERWdJwmGqQJQv59hspctybObcQOsOxA7SM/CcJfQBZsqBKTlbk/StmNZeY3sOpgc+RY9tJbfbnMsdFUx2cHfhLsq2bWZT12Wt+j7oae/nC/V/jnk/ezJs/dUtme8vpDr7y4e9y50f2cNfH0rWlYX+U3//n0xx84gRhfwR51EOUW5LNn3zrA2TlpxNnHvnec/S3DxL0hWk714Ur20HxogLMVo3bPnA93ltWARAJxnjo209z4IkThEbCmfZyirP4zDffT05RFj3N/fzt27/Ore/bxds+d0emf23nu/jKh7/Lje/Yzls+Oy4OfSWQJAl1BuGEhSYFypKEPKGtq5lQOBHzMpwPf/tpAsMhlm6undVwHn3uNA9/+2kcHvushlMIQdAX5id//1v2PniIeCSBxWFG6IKqFWXsestmvveXP6doUT755eOD/q++8jDZBR7qN9ZMMZyP/+A5RgaCVK+syBhO/2CAX//rI2QXetj9li1IStoAh0bC/OorD/PMT/Zy/+dux3QZcUaHZsI8S51mWqlhetKEX/3+MFXludx588rLjt01dgzSPeDPCEoLIWjsHMQXmJxd9+yhC9yxfRmaMj7L7x7wZwysWVNxO6wzGjYhBJ39IwjSVHpj+11qKMbiFr5glKcONhCZwHO8uCL/slaLsiRhMWvsO9XCN3+zl8+8dScOq3nK+aeL405nyISAfl+IYw1dGR5dt93CthVVMyYZXIodq6v5xTPHiMaTJFMGRxs6uXNHGK/TxtnDLeSXZpNTOC54Pda36fsz3u/Opn6OvdzAdXevw+F5besJZ+vjzPvCdMkmQgg6g7+iI/hzihz34rVuQZZM6CJMMNGQmaAJIWjz/5Ch6CtUej6M27ySpO6jM/hLgokGsiybMm2Wud6FLu4lrg9wbvCLmJRs6r1/gySpac3KCUgaAXqCD6IbYeq9X0ST3QhSaPMsw3ijcQgJIfjdN5/kuV/s49b37WbFtsWomkIkGKPpRNukR/Dev3kziViSjgs9/Punfsjq3Ut525/ejmpScIyGfYQQPPitp3jqxy9zy3t3sXJ7PZpptL2Tbf/fTQAnjR0LePivm6u2+WQbj373WVbtWsonvv5eXF4HgaEgD337af7z8z8lejXrAEdviBCCeCTBw//5DM/+dB+779/MvZ++Fe0yWCgsijpnjWhsBrKEnGwHz+87z/BIGG+WfVrjuXNLLUtqp8/0kyQIx+L88NEDvP/2TTjtFgLhGE/sP0e/L114rCgyDquJsy29/OzJI9yxfRkWk0q/L8S+ky1ER106edkOvO6ZV3Ip3eCrP3+Bsy29rK0r5fr1tSypzMdi0jCpSqbvyZTOwEiYHz9+iBeONmViqKois2N19WVNELKcVt558zr++4nDPPbKWRo7Brn/hlWsrCnGatZQZBmBIJnSGfSH2X+qjZ4hP3/+RzfMcD2Cc619nGntzWxZVVtCeeHsTCoTUZTjZnVtMa+cagWgqWuIM829bFtRSW97mkpPURU8OU4SsSQhfwRVVXDnOIgEY5itJlRNQQhBOBAlFklgtZsprMhBT+k8/ZuD3PX+nddsABMiASIBkgUhIkiSGUMfRpJUhGQZJ1iXZBAGYICkgtBBUhAikT4OkOQcELHRtsJIkp2YPkBX8DdkWdZR6f4AkqRlJmwe8xrSiVISkWQHg9GXyLKsp9h5H7KkZlhvRuJHJ/VZU9xouJEkDVkyo8g2rFrJtNeXMkJEUu1kWzfjsayeF4HDRLzRzEZv2wBP/fglNt26mrs/fhPqKFOXEIKlm2smUVt6Rhc1sUgcVVNxeOwUVEwmu+9rH+TJ/36JdTcs595P3IQ6ysk8XXv/PyCR0vnxK8c40dFDly8wY6XEpXjdDOdgl49UUmf1dcvILfGiagp2l433fOEtdDf2sf/Ro3M3slAIeOHXr/LANx5n5a4lvPsL96HOIZU1I+ZBajtTreX737ENt9tKb1+A9q5hptttzYqZKf7yPE6uX1/Lr587TlPXEItKcujoG+H4xa7MOSsLs7lzxzJ+8PABvv/wfg6ebac0z0Nj1yCnmsYZRaqKvBTlzDwbP9nYzeHzHcQTKZ45fIFnDl8g22WjvCCLgmwXdpsJwxD0+0Kcae6ZpOEpSRIblpSxrq70sgyB2aRx29alRBNJfvz4Yc619fGF7z9JtstGSZ4Hu8WEbhj0DQfpHgyQTOk4rCbef/smCrxTPSPReJK9J5ozhO4Wk8r6+lKynfNb4UmShMtuZsOScg6ebSelGwwHIhxt6GRdXQmRcJyzh1s48Mxp7nzfTi6caGeodwRXloPtt6/mhd8fZfX2WooqcolHEzz1y/3YnVaKKnNZsr6KwR4/fR1D+IdCeHKujdahnmpBT55BM28jEXsSRV1EIvY0spKHJGchyzmk6dQcCBFEGH5ktRShDyApXvRUK0LvJ5U6h931lyTjr6CaN5OIPorZ+ibCiSZSRhBVcuGPn5xyflVx4dBqiKW6MIwYLvPSjOKGJEmY1Xw0efYwxewQCJFClsy88czgwtF8soNEPInFbub8oaYpv7u9DsoWF09z5PRoOd1BPJLA6rBw/nDzlN9d2Q7K6+ff3kKQ53Jw99qlLC584yjXjA29bqsFt9XCkqI8VpYWzDnRf90MZ1FVHjanlUNPnmD9zasyD0vVFOrWV19VwxkNxxjuHaHtXBc//YffUVJTyDv/8h5cEzhJX0vk57r46Lt3Eo0l0y7DaSynzTrzTLm6xMvt25ZytKGDU009nGqazIyiqQqbllVw25al9A0F+cmTRzh0rp1D59on7eewmti+qpqsWQxH96Afi0klPqEmczgQYTgQAabSHY5BAhaX5/HuWzeQ7b4812OWy0qW08p9160imdT58ROHM8ZqODBdwXc68enQuQ5u3zaZyFoIwZA/wt4T44NFgdfF6tqSBa2GVUWhviKfgmwnnQNp2q8DZ9p48+4V2OxmlqyrpOl0F92tA3Rc7MVk0RjsHWG4348xqqMJ4B8OoZk0dt+zDpNZw9ANzhxqYtW2OlrOdbN6+9SMwauH8RpgWclF1ZZjGP0gxp7xxPpbkV5tpvdGVWvR0SB5YsLv4++vIeIYIklv+DEGoy9OObPHsoalOV8aJUowUC7hwpVRZixjuHoQCHFlAtpCGKREmKQeImEEiaZ6iKam5h3M2c4cSjuxSJxkLMkzP93L3gcPT/l9/Y0r+PhX3zXv88UiCZKJFM/8fB/7Hjoy5ffV1y3l0//+nnTfxNz9WwgW5Xv5+3vTcVtDCH639xRN3YNomsL1qxaxorIIfzjKowfP0zMcYHFpHrtWVGO3mAhEYjx5pIFb1i/OMA09ffQCZ9v7iMSTZDmsvGnjEgzD4InDDSR1g9JcNyU5HlZXF804zls0lQ/sXL/ga7kmhnM+t7pyeRn3ffZNPPq9Z/nre75CXqmXnKJsLA4z7edmHpDnfYIJ6LzQw9+8+av4B4Moisx7/+5+KpeVIl3l2sD5wjAEqZSBzWrCbpPQDYOWtkGOnmzH6bSwcXUlpktWwpqq4HZYSaV0llQWUJLn5uP3buPffvki7b0+UrqRTsBQFTYtK+cdN67BYTXzR7euZyQU5ZlDF4gn0+oViixh1lTefN0qbtq4eFbDccP6OpZWFfDUgQZePNZEz1B6ZaePikiPjZmSJKVFohUZu8XErrU1vPvW9eRlORbED2w1a7jtFpDSq2EAj8PKe27bQEVhNv/9+GG6BkZIpgyMURkxiTSnrKLIWEwq7X3Tq5ccONOGIQRuuwVJllhdW0J18cJVFmpKc1hSWZBW5hHpLOKmzkHisSTnjrTQ2z7Mul2L8Q+GCPjCtF3oxeawkErpHHr2DMPLSqhZWUZwJMzh58+RW+RBlmXKawspLPPS0dRHIp7EdI2IrFPJUyDZESKIrBQhSRcBBUmyAgrJ+CsoagmKuijtCo+/ApLApFUjYQdaQbIBCnqqE8GrGHoHkuxGk90okpl8x62UOt+WOWc42cKF4X/JkIanxZAVEoYvk/EIaU5U4zWQBEsYwxnRYkjnJIjM2zQzfPGznB3+P4QS7RgkEMIYJeZPoU8R5Z4dhm4QGA5N6kd6ciUyY5M7x4nZauK2D1zHnrdvyxzbcrqD//zzn5GIzVLPPQ3cXgdmi8bN793FTe8cJ9VoPdvJd/785yQmEI4IYeAfCk6+T7pAGOKKx04JqCvJZUNdKX0jIb73xEH+9UO384sXT5DnsXPf9hU8tP8sVpPKrpWLiCdTHGvq4vpVNTAqj7lxcRlWk8ZLp5u5eV0d2U4rD+w7jdNmZsuSCr73xEHCsQSrq68+ucVVN5zCEOhzCBhLkoTFbuatn7+DbXet5/gLZ+i82EtoJExgMEhoZGYqJz2lo+sLIBCXJCqXleLw2Gk51cHb/uxOlm9d/LoZTYCLzX28fKCR+25fi8tpoeFiL//wtceIxpPoKYNnXzrHn3z0Rgrzx12oW5ZX8Pi/fmhSOxuXlvPPH7udJ/afp6VnCIfFxMqaYm7auBiTpiBJaaPzuXdcx9YVVbx6uoVwNEmh18nm5ZWsXVwyp1GzmjUqC718+K4tfOCOzVzoGKChrY/23hF8wQjhWAJNVbCaNQqynVQX57BiUSFedzoZYSErelmS+Mxbd/KZt+6cth+3bK5n28oqjl3o5GRjD33DQeKJFGazSq7HTkVhNsuri6gsnOrqkySJe3ev4N7dK6ZsXygcVjN//+Fbp2wPVBUR9EUwWzWy891svHE53S0DbL99NTaHhRvevJ5wMEY8ksBkVnnzR6+n9XwPnhwnmkmlpDoPRZXJynVe01iToi1FVvLRzFsAK4pWj6yMGcokqlaHYfhR1AqEiKIaQSCBrJSDSKKoVdhM60EyI6tFyEoemvljgA2HqRazWkgocRFFtqIp2SAMAomzpIwAWZb07N6uVaLJWfiihyhx3o9JycIQKYKJ88T1meujrwYEgmD8NJFkKzatAhDp8hV9GLMyuxsxqQcYiTcQH+VvvRKkkjrnDzUx0DlMbkk2whD0tQ8SCcbIykt/+7WrK3DnOGk/343NZcWZZcfQDU7tayAairNs68LqOBetKseT56b9XBc2pwVntgNDNzi7/yKRYIzlW8c9HUbKoOFwM31tg+SX56R1mTuHCPkjmUzeK4HXZeNkSw9n2/rYUl9BIBKnfyTEresXU5LjZnFpLi29w+xYPr13wGWz4HFYsZlNeJ12LJqK12Wjc9DPoD9MvsdxzSTjrrrhTNcHDWPoxrSF/WMYIzEvqy+mbIJPXU/p/OZrj/GD//2LaYtUw/4I/qGpZR7xSCJdozPFIApcXifv+qt7iX7uxxx47BjLty1mxY761y0Q/tSLZ2lqHeC+29cihOD5fQ3k57q4501rCASi/PR3B7jQ3DfJcM40wFcUZvORu2cWppUkCZvFxA3ra7lh/fhHJoRgMBah2T9MXyRIfzREKJkgrqcwhMCkqFgUFY/ZQr7NSbHdRbkri/ryPJZUTK1NvRqYXeoo/ZvLbmHn6kXsXD133eVC2r8a7bizHbgnlDWZLRqV9eOzXafHjnMCqYXJLFO7smxKOwspjVooZDkHVVuJoi5CGo0tKmpF5ncJK+BCVtIapJJkAXlCvZ6koZrSkw8hYqjaCmSlBHmUVk1T3JS7/4gLw1/mwvCX8VjWoBth+sJPYVGLyLVdB4BJyabYeQ9Nvv+g0fc13OaVJPRBBiMvThFMHjOosVQ3KSOAmanGLaEPE0w0EEt2phOEkm0MRl7KuH2zLBtQRjUmJSQMkeKi71/xWtPfTn/kWQQ6HstrR/QuKzJDPSP88Au/ZsW2xUTDcV763UHMVhN169LEGi6vk7s/cTM/+6ff8/2/+hWL11cRGA7z8u8OUl5fzPo9K+Y4y2S4sp3c84mb+PE/PMD3/vevqN9QTXAkzMsPHKKktoANN62c1L9YJMEPv/AbVu5YTCKWZO+Dh1FVhfr11Vd07ULAQ/vPoikyt29aQq7bgarIaKpCz3CAgiwnfb4QHod13t+tLMtsqCtDU7voGwniC0XJm4VE5kpw1Q1nMpHi2PNn2HHvJoprRinMRNqnfSmhuWEYmWX/2PZUUqfldDuaWZ3WVTXQOcy5A43Ura3KZMMGhkL0tg1QVF2AxXYJqa9IxwlqVlfyya+/l39+z7f4zud/yof/5Z0s3744Y8BfSzQ09rGoMheX04JhCJpaB9i1tY4t66sJhmI8/dI5wuErE+i+FOmidEEwkWBvdwtPdzTS4BsgkIgRTaWIppKkDANdpN2fiiShSDImRcGqathUjWyLjVU5hdxasZhl3nzMijptEfLVxEA0zNdP7OPE4MwKFzuLqviTNQvjcl0oukIB/vnIi7QGh6f9XUbi9qp63r9k4fGS/kiIrx3fx+nh3hn3ua64mj9evW3G38sct5JjWZP5W5WtmBXPlP0kORtFzmK6MvDOkJ8vHX6BjtDItOdQJJk7q5bwnvq1o1vMKGrdlLZybdeliemDv6J15LuATJZlPaWut2NRxmkNCx13YogU3aHfMRTdh0NbRJ59zxTy8JQR4MzAn6OLKEndh8M0Nf6bNPz0h5/GFztELNVL0hjBHzuWmXyvK/gRijQ+Qc+2bMCiFtMV/A0JfQiLWkBt9p/iMNXO+j5nWZaxtfA/ZiWuH4NZyZpVz1TVFDbeshJVVfn9t58hOBKiqCqfj331XeROqOPefd8mLDYTT/zoJY69cAbNpLJq1xJu/+D1uL0LTyLbcc8GTFaNJ370Ese/chZNU1m5s57bP3g9ntGVriRLWB0W7vzIHvo7hnj4u88RGApSUJHLR7/8jinZuguGBMVeN88ev8ip1l7W1Zbw9l2ruX1jPb/bd5pfvXSC0lwPb96+gp6hAN9+bD8nmnv4h188y4qKQu7fuYqmnkF+8NRB8tyOjIc9Ek9woqmbriE/douZZeXXhsxiWsMphKDzQg+pZDpJIB5NB5S7LvZmlr5Wh4Wc4nQ27EQ4s+yYzBpf/+QP2P3WrRRW5OLr89N0qp13//WbMVnSxk4YglcfPsoLv3qFlbuWUrm0BCHg6DOn2Pu7gyxaU0l2gWfKRWtmlcd/8DyxcJx1e5YTCcZ49LvPEvZHqFldSW7JVDedMcpiU7msjD//8cf5t498l6999Ht88hvvY9WuJUgzFN9eK0SicVxOy2gauEEoEqco340EpFI6whA4HJarci4hBHFdpyM0wqOt5/n5hRMMRsNzpl3rQqALnYShE0qm4x5twRGOD3Tzk4Zj1HhyeHvtSnYWV1Fgdy5Yvk03DHyBCNHRpCO3w4LLNvWak7pOs3+Yk4MzG5VK55VkYc4PcT3FhZEBzvumTwCRJYm1eZeXjZgwdJr8Q7Ne4yL37LFYi5ozL73O9Pc0/fseT6Vo8A3Q6J9erkmRJDbkj5eBzNSWhEau7XpybLsYS0hIryInUzsqko0y1zspdb0tc2Q40UhP6KFJ7WlyFpuKfzfpDJfCplZQ5/0L4qk+zg79DS7zMirdH8pwtUqThjoJVXFR6fkQFZ73Z7al+zj7WKDJDjzmq5e45S3I4p5P3MS7//oe0kxwEoo6ecVtsmjsvGcj2+5an15oSCDJ8ozKSuOY/hs3WTR23LWBbXeswzBEevKrTG6vvL6Ybx/4+7TXUMA7/uyO8f4p8hUnLEvAresXc/O6WoQgc+4lZfnUleQhRhdaY/Xfn7pzG1/97Yv88d3byXU7UGSJ+rJ8/uX9t2UYgSBtjD911/ZMXHa+9dkLxfQrTgE/+uKvaT/fRSQQZbjPjzAE//6J76OMCo6u2FHPR77yrowvfgx2t417Pn0r5w828tuvPUpf2yCSBAWVedz+wespqMwD0itQzaQQDcX4xT8/SGAohK4b2JwWlm6t446P3khe6dTBYunmWrbcsY6n/vtFHvjG4yTjSRweOzvu2chtH7wO86UrztHrgfRDL1tczEe+8i6++2c/4z/++Id8+F/eydo9K1DV1050Osttp6Gxj8GhEB63lWRSx2rRiMWT7D3QiNttpbYq74rPI4SgPxriN42neaDpDM3+Ya5UL0UAScPg7HA/f7X/adbkFfPmRcu5uawWj9ky79ldKBpn3+lWFCmtvlJbljut4fwf/OFhIvH73PtJk12z07w/aSnD2ROl0vuomJQcnKbFGcWO2UjOJUme4hZ+zSGlXaJzhbWQQF2wtvDMbDxIoMgKM7UoSRLqBMm82fp3OUh7+tJZ1FPOO81CxuOwUprr4fFD5ynLy2J9bSluu4WRSJyuIT+LS/LQVGVWFqKrienfbAne/md3ERqJEAvH+Pb/+gnRUIy3/9ld5JWlZ7XuHBf2S8oMrnvrVlbtXErNmkqWbqll462rCQylC/KdWfaMGwDSBfprblhB5fIyBruGiQSiGEJgsZrIKfGSV+rNGGlI39A/+c6HcGbZKa8vYfm2xQx2DaOndCwOC8XVBfMKWMuyTN3aaj79zffT3zFEbnH2VRVHng+2b1zEt370In/z5YfI9Trp7Q/w/Z/vQ0KitWOQtSvLSc6RYDUbxrwCJwd7+eqxlzjU10l0Fv3Qyz4PcKS/i8aRIV7uauEv1u2m2DG9BumlUBWF4UAEwzCwmDRK456r3r//V3FpwsP/L2wvST1AW+CHmJQcylzvmHYfWTJRNOoCllCmJoeItIal4A/vPs6V6BINxzi7v5H2891EZxCBeKNgvkk7Y8/EpCrcv3MlbX0+rOY0+crYdo/dOusYvtAEoXmNXzMdWLWiPHPSX/zLQxgpg/oNi1i0unLGxkpqCimpKcz8XTPLvpD28eeWeMktmV9JwKpd47V5pXVFlNZdXpqxrMiU15dQXj89+8i1xs3XLSMcS/DCvgs0NPXiclro7h1BiHTZydmGHhpbByidg692OgghSBg6T7Vf5KtHX6Yt6LvmNGL+RIzH2y7Q6B/ii5v2sC6veE7XbTSexO2wkJ/lxKyp8yYh+B/AmfY+Xj7dwuKSXLYvq5yUGb0w2rzJtIBvBMhomJV8NHnqJFigE0v1YBgzx/8lScKupRPHDEPQPxzgyLkODpxuo7FjEEnrY+fOJIMDTXQ0/YqSgizqK/JZu6SUimmysccQjSXwBaMZghGrSSN7FsatSxGMxAmEYhmi8kgyRW6pF/s8VH+EEIRjCTp6few70cKRcx30DASIxpNYTCqFOS7qK/OpsNv4xV/8EptZw+qw4MqeOTEmpRuMBCMZzVy7xYTbYZ1SmhZPpBjyh9M5KpKE22HBbp3s1RNCEAzHCYwKTKiKTI7bPqMXL5nSGQ5EeOlIIwfPtNPWM0wgHEdVZDxOK1XFXrasrGR1XQlejx1l1I1rUhQKPU7EaP+FEDis5gwN56V90g2DYDhO33CQo+c7aWofoHswwMBImHg8SSKlY9IUXHYLRbluFpfns3llBcV5bhw286wVB3MmB0mSRF5ZDp0Xe2g62Ub5khJUk0oynkJW5Ckxzv/B3LBYNN5xz0becc/GUfmt+XGtzge6MPhd42m+cuxlhmLTkwRcCwgEF0YG+ctXnuDza3dxXWn1rMYz22VjTW0JnQN+WnqG8ThmTqL4Q0cilcIALOrVycVbVl5AjtPG0cYuwrEEyZRBS+8wAkFNcS7JlE5j9yBuu5XqQi/DwQhNPYMUZbsp8rpo6hkipeuYNJWyXA9t/T6SukFEXlhN4LWA3VTF6oJvTfubScliWe4/zdmGJEkkkzpPHWjgJ48eoqVraMIXptLUevPo/7s41tDFoy+f4b4bVvHZd+6esc1XT7Xyxe88QWxUvGDbqiq+8pk7531dD790mv/zq70kRwXo33P7Br785F9g0mZ/JwwhON3YwwPPneClo03TCrv3DgU51tCFqshsfP827ty5nI3Ly2dVJBrwhfjSD57mwOk2AG7bvpQ/eeeuKUbxTFMPn//6QwTCcexWE596607u2r180j4p3eBnTxzmhw+lxQ9K8z187U/vpiQ/i0sRiSV49uAFfvr4YVq6pibaDfhCXGwf4Kn951lUmsv9N65mz6Y6NEXhW7/ex+9fPIVhCD751h287eY1M5K4G0Jw9FwnP/j9fk419pDSZya86B8O0dgxyEtHm/jRIwdYt6SM27YvZfvqqhmfz7y+5F33beaVhw/z668+wokXz2GypJlObnnfddRvXHhZwP9gHOkZ3tVxERlC8GDzWb66AKNpVTWq3V6qXdnk2x3YVROqLBPXU/gTMXrDQc75BugM+WekEJyI5oCPfzryAk6Tmc0FZTNOAKKxBKFIHKtJJZZIMhyMTCq0/kNHNJmkbWQEk6rwo+PHMKkKb1u2gqqsq5PIJEkSgvQzP9XaQzAap63Ph9Nqweuy8crZVrYuTXt8BIInDjfwRzesYzAQ5mRLN2V5WZy90MHdW9KD4PmOfoZTb2z33nxhCMFT+8/z9V+8xEjwD/eadN3gxaONfP/B/TR2zF03mtIN9h1v4WL7APdev5J33ro+Iwr9RoCuGzxz4ALf+s1ehv2zj09CwMX2Ab7+85cYHAmzZ2MdrT3D0+oLTwfDEJxq7OZYwxxkOpcgntTZd6KFcy199Az6uf/GNWjTrJznZTjX7lnOZ779QZ744QucePEsIMgt8RIJRq4Ki8S1gizL2FxWrE7rG4q2cozxZjbICyyTMYTgxa4WvnHiFQbnMJqqJJNvc/CWmhXsKa0h12bDPEpar0hSus6NtKsjYehEUkka/UM80HiG5zqbCCRis/a/JeDjb/Y/zXevv5dy59TMaIBAJE7vcJCewQBLKvMzM/H/VzAUjfB44wUsmsr28gqGoxGO9/ZcFcM55oYSo8xNkXiS2uJchEjnDuR5HBRkOaku9KZdeVkuvE4bVQXZtA+M4HFYWVyaR/dQAE1RONjQgdtuYU1FMb87euYqXP3ri9auIX79zPFJRtNuNbFlRSXLFhXisJlJpXSCkTi+QIQBX5jSgqmro9cThiF45WQL//GLl+kapXaUJQm7zcy6+hLqqwrwOKwEIzEutg9w9Fwng/7wqHs6xI8ePoimKLz1pjXT6v2+HhgYCfOfv92XMZoSUJDjYs+mOtYvLcNpsxCJJmjqHOSlY02cuthNIBzjp48f5kxTD52jOrgLharImDQVr9tGdUkO1SU5ZLmsWMwaKV2n3xfmQls/pxt7CIRjGIZgOBDhJ48exut2cNOWxVNiqPMynKpJZdd9m9l13+bL6vjrhaLqfL65/x9e725MwQv7LmSIxmfCyiUllE+TVTwdhEi7Sf/9xF7agiOz7ltoc3J39VLeXb+GPGu60H5GA62ADXCbLBTanGwvrODEYA//cfJVXu1tJ5yc6jYaQ6N/iL87+Bxf2nITebapBf3ZLhuRWIKOgTQD0eZlFfO61stFJJagdySIhETWaCxnwB9GkiDf48Rm1q7qalc3BJFUEkmSqM/J5WRf71VrXzcEF7oGRzMIZdx2CxaTSpbTimUa11LfSBCrWUOSwKwpuO0WVEXG67IhhIEE5HkcxJJXP4HstYZhCI6c66C5c3yFlu918hfv28PGZeWvY8/mDyEE7b0+fvD7/RmjaTGpbFtdxQfu3jxtLHbAlzaWj+49SzSeJBJL8vMnj1JZ7GXT8vI3hOrJIy+dZnACK1xZYTZ/9cGbWFZdMGm/NfUl3LV7Oa+cbOW/HjrA+ZY+Xj42lZB+LngcVtYtKWX9kjI2r6ykssiLps58H3oGAvzn717huUMXSCR1fMEoD790mlV1RRReIoQxL8P5h+o+e6P2++DxVhou9tA26uN3OadmhX30PTvnbTiThsF/nzvKyYGZ6wAByp0e/mLdbnYWVy0o3jbxPq7MKeQfN9/Ej84f5UfnjmRqPC+FAA70tfNwyzneuXg1ZmXy+cyayh3blnH71qUZhtCr/bx0w8is3E+399HnC2LWVEyqMlo/mpYkG8qOsHZRyZRKCN0wRsscFg6bphFLpTja001n0E9PMMT7Vq+Z+8B5QJIgP8tJLJHEpCqsri5GU2Vy3Q40VWE4GGHAH84k/djMJqoL04Lw+R4nWQ4bFpPKxroyrGaNe7YtZyQUxc/VJd2YD9J9NECSM0QKaQL2cY+LIXSkS2pAZ0IskaS1x0d8NCtdkiRu376UNYtL3rDjwXT47bMnONvcB6TDOdtWV/Opt+4gfwbCg7xsJx+/fzuKIvPbZ0+Q0g0GR0I8+MIpaspyyc26dmxU84EQgsNnx0UmJCktIL+sunC6CiRMmsrONdV43Ta+8O0n6OwfWdD5FFlmx9pFXLehFo9zfuxDhbkuPvLmrQz4Qhw51wFAa/cw7b0jl2c4X28IITKE4hOLYq8U4UCEX/zLwwx0DqFoCtvuXM+mW1dfc9fze+7fzHd+/DJ1NYXctGsJLudUIemcedKuCSHY19PKg81nZq3RLLQ5+eLGPWwvrkCRLn/2KUkSeTYHH1m2EQn41qn9M5IphJIJftpwnJ3FVVS7J2tehqMJfvviCXqGApg1lW0rqli3eGbx87lwoWuAlG5wrqOfxSW5BCJxTrf1oakyeW47GxeX8+jBc+S67ayuKqKyNI/vPHGAgiwHVQVeOgdH+P2Bs5hUhbs3L2MoGGbf2bZ0bHLnqnn3Y8xYZVmtfGjNegYj4xmJpe4r5/eE9KBQXejNGM6x1cSYLoBJVbh1w+JMwpXbbmHNomLk0eL6sZjNWDaiy5Ymn2gamZ744GognGzFHz81aVuOdTvDsbP44qdIGiHqsz7CSOIMw7HTpIwIla57GUmcJ5zswCRnUeS4joHoAbrDL1DquJVc61qiqT78iUaK7LsAiCVSDE1Y1ThtZuoq8qeNU71R0dXv56lXz2f+dtktvPtNG8jLnp0lyGrWuHv3Cs4293KqsQch4PDZdi62D5Djsb+uE4doPDlptSkhsaa+dFqjmdlHklhaXcgfvWk9X/rh09PKL84EWZYWPFmQJIkcj51liwozhnMkGGUkGJ2Sf/EHYTh1IfiPp17lWFsXH9i1nu11s5e5zBenXk6/nJ/51geIBmN87y9/Tn5ZDlUrpvKHXk3sPdBILJ7ksx+5AbvNfEUvdCiZ4Jsn9xOZQTQb0q7Wz67exraiCuSrFOx1msx8cuUW2oMjPNxybkaT3RwY5pcXT/Jna3dOyoBLpnTys53csXUZdqvpsoSuJyIST5JIpej1BSnxuun3h/A6rZTlZXG+ow+n1YzTaqa2OJeaklxsJg233cyyigLK87KwW00sLcvP7PfS6WaWleeT63aQMuYvQdUVCNAeSLvXJMYNqSzL805smA80RUazTv/u2C0maosnU6J551H2cC0RS/Xgj5/ErlWOamWCwEAXEbIty+kOv0jSCBJO9lLs2ENH8DFCyTZ0I0aZ8010hp4moY9QYNtBf+Qgedb1gIwu4iT08exMXTeIxMa9IDaLCbvF9Aez2hQCHn35DMHIuELMzrWLqCnLmdXIQHrgLy/MZvOKSs639pNM6YSjCZ490MC6JaVzZvBeS8STKfSJ77+UfjZzQQI2LiunriKf8y19166DEzCxPEs3DJLThDCuqeM7Ek/w+yNnae4fvqJaMVWWEQjOdPVzsn12d+RCUFSdTyKa4MkfvchLvzuAxW5Bs1wbKaeJ2HugkUUVuTjs82famQ5CCJ5qv0jDDDRwkE4ouK60mj1lNajy/Nxd84VJVvjwso1Uz0EH97um03SFA5P7JUuU52djs2hoqrIg6bHpIAGD/giD/jDDoQjVhV5y3HaONXWRSOkEwumEplgixamWHoYCEcyaRlvfCO0DPgxDEImnhQJkWSKlG7x6vo1vPfrqjNqf06HVP8ILrc082XSR/zi0nwcazvFE00W+feQgpweunurHbBzLY79N/P314GSeCF3EkSUTkqSRduQLJGSyLSuIpHqJpnqQpDT3cTTVS1wfQZZMpESMaKoPXURRJDMSyui1KBgkievDJPQAST00miwlJmV/y9K0ZERvWMQTSU419UwyMjvXzr9yQZYlli0qxD2BsvP4hW6SqSvTH71S2C3myRm+AnoHAzMfMApJknDYzNSWXXvxayEE7T0+jpztyGyzWTQc0yxurukUxB+N8w8PPc+nb9pKeY5nxpqb+aDA7UwPjsGZJccWivzyXOxuG/FogsplpSzZXEvRVaC6mwuRaIJYPHXF5Rf+RIwXu5oJJWeOTTk0E2+vXYXHfPXrJCVJYpHby60VdXzr1H6SM6zMfPEoj7c18KGlGzLX67SZqSzMRlEUEqOzUYtJvez7UZDtJBRLsGNZFaoqU5brQRiCyoJsynI9uOwWNtSWEo4lyHKkBbKXlucTiSVQVYV4MoXNbCLf48SkKuxcXsXF7kE21snkZzlpn4H4/FJsKytnW1k53cEAvzl7hvetXotJUXi+pZn4NWBv+kOBKjmQUFAlG7KUXmlIkoKMCYvipdx5FybFRZZlOaFEG7KkYlG8qLKdaKqXHMt6zMrkpBhDJImm+oim+ogbPlT52ihhvJboGQww5B8f48wmlaoFasaWFWSNrubS7fQMBRj0h7Fb517hXStoqkJZQRbtvWmtXEMI9p1oZsfa6jknzSZNvWYx2okLutNNvfznb/ZyvnV8ZVuc56Eod2qI5ZoaTiEE4XiCYDSOYQiuJCvabk4/9HD86hVpS5KEoimcffUibWc7ufOjN06i+btWqK7IZcgXIp5IYblMsWIhBBd8gxwb6J61NGRLQTlr8q6+kOsYTIrCdSXVPNp6nib/9MohhhA80XaBt9asxG1Oz4RD0TgP7T3DoD/MrZvqGQ5G2FB/+S7yPLcDr9OOJKXdXYqcJoxeLPJQlLSDetuSCvTReKMiS+xaXo0xKuwtSxL5HgcpXUeSJAqynOS603Ghy4mp64ZgIBKmPxzCpmn0hkN4LP//cvGmhaON0RXn+P00yW7ybVsAGX88wUtdUWK6G0020+rvYKm3nkp3FRLpSdVA9FBGDk2VbORaNzIUPUEk2YVVvTZyd68lBnwhwhNIDgpzXAueUOZmObBN8JzpukFnn4/y17HkRpJgz6Y6Xj3Vij5KRrD3eAtPvnqe69bXYNZmvkZFkebl1l0odMMgHE3Q3uPjgedPsvd4M/5gNDOemk0qO9ZUUznNxOU1cXpHk0l0IeagaZ4d4XgcIcRVJfCNR+N0XezlI19+J23nu3j2F/uoWXN14qez4YPv3I7dZsJ8mUYT0nHf00O9dIb8M+4jAW+pXXHV4prTnkOSWJKdx5LsfJr9wzMa8Z5wgJODPWwvTt/fSCxJRWE2HoeVg+faqSryZrJrL7cfl74biiJNopC+9O9L919SNj7wptu7/ElUjs3G0tw8vnX4ILIkkWe3c3N1zWW3B5DQg4RT/Ti0QnzxRtymCoLJTjymSvyJDhxaAWbFdUXnuFbwWjYioxDVexnL8hAilZYUREMIgUlR8JitnBgYYWXuzThNVpwm8ySi9mzzCrLNaQ1KSZKwKDmsyPlcmrRc0uB1yAy+mojEkpNqmp0284Lj/6oiT2EA8gdjM+z92mHHmmo2LSvnlZMtCAG+QIRv/OIlmjoG2byigpI8Dx6XdYoRlbh6CaFCCJK6QVv3MOdaenn5aDMHz7RlqAfHYNZUbtlSz1v2rL58AoQrRSyZmhfrzEyIJJKc6ujDEIJ898L152aCyWKipK6QR7/3LO3nuxGGoKe5j8Kqaztzzc66cpdSNJXkUH/XrKvNQruLZdnzuxYhBAldJ5RI4DKbFxQPNSkqWwrLebLtAgljeiIDXzzKmeF+thVVIEkSHqeVRSU5WDSVMy29VBV5X3Oy/UtxNWOAVk3j3vql7K6oImno5NrsmK+Qci+c6qczvI9K5x4u+B9kSdZbaQo8wbKsd9AWeo4K5/VvWMMpMMiyrCdvtH8jseNMnCalOWZNLPXm0TgyhC+WIJzUyTJPTmpS5MkGQZIkFOn1c0FebcQTSVIT4pFmk3pZ34X1kkn5XHXjrwWsZo0P3buFRErnyNkODCEY9kf46eOHefpAA6X5HrxuOx6HFYfdjM1iwmJSMZtUGlqvPDFI1w3OtfbxxCvnOXGhi7buoUzZ0kSU5Hm4a/dybt+xDI9z+hDXlC/ZGA2uKwtMJgjHExxp6UIIwdqqEhzm8Zc5FIsTisUvK6swnkrx8NFzvNTQgklVWVs5WfNwJBHhZ80HODDYTCAZQ5Vk6lwF3F2+hpVZJSjyeH3YpTBZNO786B7C/iipZApVU/HkXD3DPBNOnevCZjVRfQVisNFUkiP9s9NJrc0rxq7NL6PwXP8AX35hLwOhMGUeN395wy6K3fMfhDcXlKEpyoyGM67rNI4Mpus+U3DoXHu6zlJOMxVdOuP7Q0cgHuORCw0IyAx8awqKqMuZWzPz8vDaE7ULIRAkMERqNG4piKa6iCY7ybKsQ5Gt6EYMWTIzEj+OhEqWZTUAw7GDaIoH0yVi29kWK7dU1NIVSieO2GfhW309ca2I8dO6lON/G4a4rCerX5JvcPWo9y7/uiVJorYsj798/x5+9+xJHnjhJNFYkpRu0DcUpG8oCKS/F0WRkGUZWUon610Js5hhCLoH/Pz08SPsPd7E0Eh4coYv6fvjsJm5Y+cybtu2hKJcz6xkCVMM5/mhAVpGfFxfUb2gIvnfHjrNvz+5DyHg43s28f6d6zO/PXnyAq9ebL+s7LZQLEEonkCRJW5duZiN1ZNr/aJ6kvbwMCZZpdiWRdJIcWiolZf7L/KZJXu4rWTFjGTjkiRhd9nmpVBwNfHg48dYs6L8sg2nEILucJD+aGjW/ZZ78zHN0934o8PHuGVxLQA5dhv/degof3nDrnn3qczpIc9qp2UWNqHOsB9fPEqOZkNTFRpa+qkvz8dpM2M2/UFURs0bCd3gRF8vDpOJIqcrLVI+w6RiIUgZUQyRIiXiJI0I0mhNbsKIENcDCGEgEMjStY/Vp4wAHYGfE0424jAtxhAxkoYfCQV//DjVWZ+kM/QbSpz3IYRBZ+gXdIceACCUbCbXtmtKm4aAvkiIC75BnGYzZS7PNb+Oy0Eklryi0MJMsJpNk1yDkVhywUZaCEHkEjJ4l2P2+LowxLzqJK90viDLEgVeFx97yzZu37mMF480cuJCFwO+MKFIjHgiRSKlk0zp6IYgpRvoSeOyS7lSusH+k6189SfP0z0wOawlSeD12Kks8rJ5eQV7Ni8m12Mf/W32JztltGr2DXOgu4udZRXT/TwjbCYNVZERQmA3TXadRJMposnZB/mZIAH5Lge76qv4wK71qJdkYHnNdv5k6Y24TVZMskpCT/HKQBNfOPF7Hu08yda8ReRarv0qci4IIQhHE7S2D3KhqQ+b1Yz1ktIXRZbJzrJTW50/pyE5Mzy768IkK5Q6PajzJDvwR2NkWS34YzG2lJfxwKmz8zpuDBKwOCuPloBvxn16wkH88RhlTg9LKwvoG07PMONJfcoM+Q8dsVSSQoeTj6zbcNVUUQCSRpSm4OOARFvoBaxKDkgyMjK90SMMxs7g1Iopc+xElq7tZCRp+DFEnOqsT9Mw/CVcpmU4tFoKHLdxfujvACiy34GMCa91My7zuCxgZ/CX04pMD8eiNI4Ms7mwjPbgCOeHB8izvr7F+9Nh5BrpXdqtJkwTFKd8wQi6vjCjEY0nCccmG84cz+zhId2Y2zgZoxzJV4qxZ1lWkMW7blvP/TeuYcAXYsAXJBhJEI0liI66rFO6TjJlcOJCFy8dbVrwuU5d7OZrP3thktGUJYmywiw2La9g3ZJSli8qmtElOxNUGB3Uk0nODw1wuLebFr+PF9pbsSjTf3g7yiqmrGT2LK+hKi+dLl6dl85C8tit/NP9N085fr6QJHBZLOS5HBRluXBOU8hsktVJhtGkqKzzVrDMU0xDoI9IauYV0GsFIQRtncN8+ZtP4hsJ09MfYHA4xMv7L07aT5LAYtbYsbmWd923EYd95llik392lhe3yYLbNP860dXFhfzo8DHuXraE/lCIHPvCV+EVztmz9oZiEULJBEII3HYLG+rLGPSHM9R4/y9BNwxCifgVlWBdCqdWzJKs+0kYITTZRsqIYVGyMClOlma9A10kSBghTLID6dqWaANgiASRVBvRVAea7MZlriehD2OIGGNpWNpoTFOVbKjy+DuVb9uDSZ6arWjTVMLJOMcGevDFIizOvvb1e5eDwZEQkWgCh22qFuR0EJcYpZne9/xs5yR9yUFfiFA0TpZrfrRxAH1DQaITqg+sZo3SgtnFBRJJfVqij4mih4YhiM/AZzzp6tL8mfPqK4BJUyjOc1OcNz2zlhDpUrWFGs5wNMHjr5yjq3/caDptZt5xyzp2rVtEwWVkLI9BBWjx+/irF5+lZcRHXE8RS+m0+UemdUNISDz0lndMMZxuq4XV5emyh7GOWDWV21YtXnCnJp+PSW3OB7Ik4VAtJPQUhpiptjDMQDyI1+zAa772PI7eLDvvfkuaJP8r33qKHZtq2bC6YtI+Kd3gyMk2ntt7ntXLS9m0tmrG9mbLpgVwmy04tPl91ADvWb+G1cVFeG1W8p0OPrdr27yPHUOpc3ZKuXAyQXC05lQATrsZs1nl0LkOcjyO/6dkxYpdbj69aQuqLGcGpEu9JQuFKltwyIXT/mbXrn398aWQJQ3diNAfeZZS1zsAncHoy/hih8i33ThpXyEEScM3yvIjY1VLUOWpniCLonFdWTVnBvuozC9miTfvDflOJBI6Z5t72TAP4nghRHoFNUET0mqZXlQg3+sk3+viQnua1EQ3BIfOtFOa75lXv4QQnG/tIxAez6JdUlUwqTxlOoRjCRLT5BnohsgkKyWTOv5QbNrvdCLBgjwqPnC1IAQkLolxKqO5EbOhZ9DPuebeTGJqTpadv3zvHjYsr8iIY18uVIBD3V34YlH+evtuTvf3cXZwgPevWot1BheTXZs+i+3SjlwuQfbVwNh5Z3I+PNl9hm+cf44P1mznPYu2Xtu+SBJOh4UNo6UuVouJyrKczN8TsbimgOOnO/DNoVfXGw7O+rtN02b0GEyHoUiU8wMD+KMxcux2bqxbhM20sGxFr2X2Vaogveo0hGA4EOZ0cy++YBSrWaW9b5iKN5i005XAEAYj0RjhRIInGi+iyDJ7qqopcLz+YYOrBZOSQ032n2LTxupvZUqdNgyRxGmqn7RvTO+lM/hrEroPgY5Dq6bEeS+qNHnSmtB1GoYHuTAySINvELOisNT7xqvPTKZ0Xjh8kdWLS+bkwY3Gkwz4QpNilS67ZdoyE0WR2byigldPtmQM7TMHGrht25J51XxHYgmOnu8kFEl72mRZYuuqqjn76A9FiVxSIy+EIBZPEh81qOks2DCxeBLrhLrKS2OqsiRhvor0fonUZP5hWZYwm+ZWMwpG4pOk5dbUlbJ0UeFVMeoqQCAepzrLy86yCgLxOL3hECvz8nGY5r9iuRYQQtB0upPnHjyCzW7G5rRw9wd2zWum8NrnGF4dyJKUloCaY79AYvb0couizTsxCOC/Dh2l0OVkaX4eDYND/OLYST6+ddO8jwcy5AazIZSII0in2Xf0+zh6oYvSPA+ra4vnPHY+uDSR4vVarQxFojx6sQHraFZoIB7jUHcXt9demQfmjYSkPsLF4a+M/iXhNNdR4nwblmmICALx05iUHMpd78IQcVr9PyKuD6LKkw1n0tBpHBlCkWRW5BaQa31jsgEZQnDobAdnm3tZUVM043smhGDAF6KhdZxu0WYxkeNxzOiu3b2uhh8+dIABXzov5HxrHy8dbWLPprpZ32chBGdb+jhwqi3zHZQVZLG2vgRljlrQvqEggUtWk7oh6OwbmVRK2NXvZygQoXiCDJ8hBP3D4xN5TVNmZSma+I3O5/sMhuOcaerJ/G01azhspjm9wZdqGlvM6oKM5mweMBnAoqlpN5IAi6riNJnnXAa/VkjEUqzaUsNd79/JTW/dNO+B8I3R++mRnWXHMpPrRILcHCd5c5TFRPXZGZRUSV6QCkqXP8BbVy3nuppq3rZqOW0js7uCp8Ol0mHTIa6nEAhcNgv37V7FF953E+9/00a2LKu4KkauM9rM032/4bT/EAY6ApHhMJ0PFrLvbEjoOr5YlJFYlJuqa6jPybtmJQyvF8xqPkty/4Eluf9Afc7foEgOfLFD0+6rGxEsSh6a7MGs5KFIFoSY6hq0ayburK6nzOnhgcYzHO3vnvH8Y7y0E/9Nd4sFTNlv6nELfzYdfT6+9+B+mruGpk2aESKdFfvYvrM0tI0bzuI8N/le54zve5bLyltvWpMZ5COxJD946AAHz7STTOnT9jWlG7R0D/PvP30xk3Rn1lRu3LSYqmLvnN/WSDDKoTNtk8o+YvEkr55smbRfQ1s/55r7JvUhEk1OoqnLy3bOusLtGwry3KGL9A8HicQS6ZKbaa5JCEEskeTpAw2cvDj+HuRmOaalwbsUDpuZLNd40s/5lj7ae30zcgoIkX5PYvEkw4EI59v6Z0yGUgHWFxZT7HChKjLXlVextaQsM1O+FhATXlZljkJ7zaxQUp2Pw/36qjtcTXz1C2+e8Zo9Lht/86e3z3q8YGqd1qWYj/xaOJHgcEc3EuCymPnV8dOUZrlpHhqmIssz67HTYaayn4lIGDrReJJkQsfrtmOzmPAFI6Mu2ysvZC+1VeNUPTSFzxLTowgM+mLpetcCSwm60OmLdWFVbORbSgilAvTFOsky5eDWsumPdwESiqRSZCm/bGNuVhUiySTNvmEUWebC4BBvWbrsiq/vjQRZUjEr6QQfIQzsWjkzVR1atVKE0AGBIIXdVI0qT60Tjuspzg0PYNU03rZ4JUuyp4/dGobg2PnOjNDzGILhWGalBhCOJXn1RMukBJHpUJznZnVdybxZerweO75AhIOn2/jrbz3GfTesZlFpDm6nFZOqEEskGfCFefFII7999ngmY1VRZNYsLqG0wDNj25Ik8abtSznT1MMLRxoxDEFL1xD/+P2nuHv3ClbVFZPttmPWFOJJnZFglHPNvfzqmeN09o2k2wA2LS/nrt3L51RFkSRw2i089NJpCnPdrKhJ56rsO97M4XPjhOf5Xie6bvD9B/enOXRLvKRSBo+8dJqh0dCSJDHrCjylGzx3+CLf+e0rOGxmNi+vYHlNEcV57rQQu1lDkeXR+xdi/6lWfvXUsUzd5Vgt6HRi3peiMMfF8kVFXOwYRNcNLrQP8G8/fZE337CS0vwsXHYzmqqg6wbReAp/OErvYICzzb0cOtNOKJrgq5+9i7ryqe+gCrDYm8tibzp7TTMpOLj6TBxCCHpGghxs6qCxbwh/NIYhBDaTRnlOFusqi1mUnzNlKV2xuIj2C70cfek8davLsTnmlyn6Rp7bXw019rnuQbo4ffa7EE+lONWbVpspcrnoDgbxRaNEk0mWFxbMeux0mCkRayIUSWbIH+HBl05RMKovOByIUFOaS1HO3LPI6XDpdY7dG4FBW7iRUMrPUKIPk2zGpXo4FzxGjWMpeRRjCIOjI3vZnnML/uQwF4OnKbCU0hFpoqigjMv1XWRbbdxRu5hG3zCGYbC1tJTCK4hvvhEXqwl9iK7grwFIGRHCyRZKnW+dtI8hEghh4DTVARKGSACCPNtOFGnqZNgQghyrjWgqxfGBtKbkhoKpItQpw+B3z5/gmQMXZu2jPxTlx48dnvNa9mysY0VNEfI8Jn8A65aUEokmeflYE40dg3z1x89RmOsiy2XDrKlE40l6hwIM+sKTVjil+Z50vNI0+8LE5UhrcA77I5y42IUQ0DsU5D9/+woFOS5ys+yYNZV4MsWQP0LvYGBS8tGyRYV86N6teN1zu7otJo09G+s41djD1376AlUlaZKOi+0DGYMvSxJv2bOK3qEgv332BP/0w2coK8wildK50DauzmTWVLasnJm2dHAkxP6TrUTjSaLxJA+9dJrH9p3F67bj9diwmU0oijx6/4IMjoQmlcl43Tbu2rV8XtnMNouJ27Yv5ej5Dpo601UIJy50caGtn6JcN26HBU1TRqXokvgCEQZHQplEJ5Oq8PKxJmpKc6dMqKZhDjJIzVHPoy2Ajk0IQSKl85tDp/nxvqP4QlGiiWRG/Fgi/eA8NgvXLanmg7s2kOO0Zdpva+jhzOEWiitzefhHe7n/4zfM67zzg5hV/PlaYcwtMd09FEKQTOnpzLQZ3B0S6TrN2aBfIq80HTxWK+9bvwaAQ51dLMnPw6yoqLKEfBli1zOxBk2EWVEpyHbytutXZ1LWuwf9V6RVOTGNPu1qNWDUbRc3IhRbK5AlBVlScJu8ZGs5FFjKMMlmsk25uFQPBZZSJCRKrJX0xjtJGHEux2iGEglCiXSiRJnbQ6nbw9g0znkFOQMzkSfM9i5N/H26fRYaa7oUkmTCplak20LHaarFqk0m6j8/9CX88dNplzmpNFn76H1dkfdl7FrFpP398RhdoQBd4QDLvPkzKu7ISOS4HTisJpK6gWEY6Ia4qpqns8Gsqbz39o0gBPtPt5JI6bT1+Gjrmb6OWZYk8rxO/vRd11FTNncGtCxJ1Jbn8r8/cCNf+/mLHDiVdqMaIs2Cc2kx/8R+bVlZwYfv3UpF0dyrMkjXjm5dWUlViZf/+MXLnLgwmZFMAuoq8rhj53J6BgOcutjN+db+SSouY32+aUv9rKtBYQgcVhN2q4loPIkxSnLQNxzMuJhnuh9ZLht//I5drKybfz5EXXkuf/WBm/i77z1FW88wKd0gGk/S1Dk457GGEJxr7mNwJDRFRHyK4TzR18uDF87N2uDnN2/HNkNm7aUIxuJ8+9kD/GL/iQzXbGVuFmZNQ5IgqesEo3H6/CF++spxLvQO8qW33EShJ+3GCfgilFTnUVyRS+OpTgzdmJeCyXyGAUMIBmMhjFHFjNcKR062U12RS9Y07ud4IsV//eIVKstyuGn30mmOTsM2hys9oadIzmHIZEnKZM4e6ezm4TMNrCkpYllBHpVZWVgWmBkXnoU1aAw2VcOkKhR4x9102U7rpNnyQhGbINdlYNAda0cgUCQFq2JHk83YVSeaPPWd9SeHUGVtlEhaQZPNuNUsTPLlGblnW5r47bkz6IZBXziMy2zGoZlAgncsW8lNiy6P6D2mpwj50xmCAX8Ep8tKKqUzMhhCUWUsNjO5hW46WwYprUp7j4QQ+AaDjAyGKa7wEg7FsVhNxCJxzFYT4WCUSDCObhhULZ6+zGU2qJINt2UVkM6wTeojU0gN6r1/BcBI/BiB+DkKHbeiyZ7RX6d+czlWOyPxKBd9Q/SGg9xQWj3tuRVF4o/fsZMP3rOJ5s4hmruGaOoaoql9gMbOQfyhdDmGWVOoLPbinKUmGqC6NGdhFKOROOVF2fzVh27ioRdP8+zBCwz4QoQicRKj/KeqKmO3mPB67CxfVMRbb1pDeWHWvM8jyzIl+R6+9Ik38dT+Bp7e30Bn3wgjoSixeBJdT1NWWswaLruF4jw3b9q+lJ1rF6UTDGc5j1lTqCvPwxCCvGwnVSU5bF5RgS8Q5dGXzzA4kq6vdtrM1FXk88n7t+O0mXGW5fKn77qOb/zyZZo6B4lEE6iKTJbLxsbl5Xzw7s2zJuAU5Lj4u4/fRkNbP88euMDpph6G/REC4RjRWJKkriNEmgLPpKaTjLLcNpZXF3LPdSupLPYuiPRelmUWV+bzzT9/Mw+/eJpXTrbSOxQgFI4TS6Qy446qSJg0FbvFhNNuJsfjYP3SMnavq5lW0mzKyKjKCtFUiqeaG6nweMi12VEvWd3Md1KnGwYvN7Ty+6NnMWsqb9+8is01ZZR5PbisFmRJIppI0uMPcrS1iwcOneFYazffff4Qn7ttBxZNpaK+kGMvN+AfDFGzogT5KtYH6cLg9EgnXREfpfb5zc6uBr75g+f58Lt2sGnd1DpNwxAMj4QpniUGAuC12LnIzCQI0VSKuD5/irc/3r6Fdt8Ihzu7ePRcA26LhY9t2Tjv4wGGY3MLPmdbbIRjCQKhGCV5HgAC4RihWIKKOYq0Z4I/Pl6zJiHhUrOwyDZUWaPKXo8iqbi1bFRJJZwKEkj5GFsFmmQLhZZyJCntRcm3lODU3Hi0uRMqpsOddfXcWVdPXyjEr86e4i1LlpNnv3LmG38iTktDD0gSx/ZdZPn6SgZ6/fR2DFNYlk0knOD2d2zm4Z+8wsf++k4A9JTB8VebSCV18oo8HH+lkbKaPFov9FJckUvzuW5UTeH4/ib+5J/uW3CfEoaPjsDP0UWEKs9HGYkdRZJk8uzjXqExSsBoqguzmoMmezLbpoNFVXn74lW8tW7cIzXdvRvb5rBZWFFbzIraYoQQBMIx/v1nL/Lo3jTzlddt59Nv28ma+tIpbVwJ4ikdCXA7rLzz1nXs2VhHY8cAfcMhwtG0t8JqVsl226ks9lKS55nECDRfSFJ6QH/T9qXsXLOIlq5BOvpG8IdjJJIpVEXG7bBSlOOmtjx3WtHl6ZDttvPx+7dP2f6e2zewuq6Yxo5BkimdAq+TFTXF5GU7Mu0uW1TIFz9yC0fPdTAciGDSVCoKs1lSlT/nBCVNyi+xpLKA+op8AuEYnX0j9AwG8AWixBLpVajZpI5mH9spK0hrYl5uiEuSJLKcNv7oTRu4Y+cymjqH0lnE4ViG0MGkKjhsZrxuOwVeJ0V57lmlzqYYzjKXG6uq8bG1G7ixahE21TRlNTbXamcMkUSSZ8404o/E+F9v2slbNq6YsooxqQpum4VFeV5qC3L43M8f45XGNs5197O6vAh3lp31u5ekiX5nIAJPx/PGY13GKF/nXFAkmYSh8+/nnuHtlRtZ5MrDn4hyZqSb6woWY1pAHeRs6B8MkkzpGWNoGILWjkEKC6bG9CLRBEO+ucW6C22zkzaEknGiC2BNEkKgygrDkSiNA8Nsq1y4NmZvZHZaRYui4jZb8Idi/PDRA3gc6Yw3fzjG2rqSyzacw/FIJnVclmQKLCUkjDiqpGU+NnVU1C4lkqxwb8Kuple8NtVBhb0OmbQYgF11YlevvNYymkoyHI3iMpvTLvNM/y7PgA7HIuk32ki7JQWQV+TB5jDT3TY0SpYPqVSaOk2S0s80ldRZurYCm9OMEAI9ZYAAk0mldnkJLQ09hAPRy4rkpowgghQmxUsgfgZZVknq07sQLUoBbYH/ZjDyckZPs9rzUSzq5Fh6MBHnZ+dP0BMOYFZUri9bxIaCknn1R5IknDYLteV5PLW/4YqIwefEhOFFkiQKclwU5FxbZRqn3ZyZJFwraKrCuiVlrFsy8/cvSRKFOS5u2z6zR2w+kCQJt8OK22FlafXCPR6XA4/Txtr6K080nWIZjvX10Bn08/G1G8i1XdlMOZpIcqytm8q8bG5YugjzLC5WVZFZU1HMpkVlPH3qIg09A6wuL+LMoRaef/AIN92/kVMHmrj7g7umjf19+8ILXBil2AslY7SFh+fkaTUrGu+o2sSRoTb+9MivCSfjCAQmWaXSkUOde+EJMtPhhz/fR1ePj6//49uAdMbrf/96Pz/57YEp+woB0ViCXZtrZ22zbA56O188SiARnzcbz9f37ufi4CA31FTzlTtuxmleuKuyeQYh6zFkW2w4NBPFOW7+7J3XZ7b3DAUIRS+fGjGSSjIUi5AzWvOnyCpWeTyWNhFm2UqxdXLygkvzXPa5Z4LHkp4UfOLxhzNyYm+uX8Z1lTOzQc2GSCpBWEoy3OxjZDhMX5ePZesqSSZ03Nn29DchgZ7SeeGR4yxeVYaqKnS3D6FqCq4sG5FwnGOvXCQeTbJmWy3RcByr3UJhqfcyZ/MSimQh33YjLf7v4NBqJ5AhTEaWZR02rYxoqgdDJJCQps2qTRo6+XYH99Uux65p8+ZaHoMsS1SX5JDjsdMzGLiMa/of/A/mxhTD6Yul4yiaolyxe0k3BP5IjJo8L5ZZlr1jkCWJipystC7kKElxMpFi/XVLaD7bTWyWwdWqmMibwFm7LKsYu2rGbZqevLfGlc+9ZWtY761gR14NG3MqafD3YWCQb3HNeNzlYMfmGiKx8brL++5YSyg0PYFBPJHiub3n52yzfg4Oz1AyQV8khIFAmcd6YntlOR/ZtB7rHNl+s+HiyOwB90K7E4857aKfmCJfkuu5Ir3WhK7TEfJnDOdsNcjTuv2uWtXveDsei4XPb93OQDhCKBHHQFAyByXhbEjoOmqhlQ0l+Wy/eQXRcIzcQg9Wu4m8Ig8FpenV+ns+cxPxeBKbw4yiKixaWoTTZUNVFWx2MwUlWZTX5OPx2rHaTCSTOis2VIE030z08Ws0KV681u1YtRK81q0kjRE8ljXTHpUygkgomGQPfZFnsarTr5okJKpc2Tg004IIPCaivDD7fwzn/+CaYorhtKoqPaEgsVTqimVzJCntio0kklP0z6aDEIJwPIEsyWijH03tyjKEEAz1+tPuxGlWm5Ik8d4F0uat9Zaz1jvOM3lL8XJuKV6+oDbmi83rJic43Hr9zOcJR+K0dsyd8VXjyUGRZPRZSkAafIMkdR1lFl25MXislowbPWUYPNfYzI21i+Y8bgwjiRhtwZmVUQCK7E4800xIFEXmSkSwEnqKxpEhVucWXUErc5zD0Ge918AkQvexGk6zovL9Y0exqArvXrUGt2VudqXpENNTdMQDrK9Or+hcnrS7KSffTU7+uEHOyh2fPAoh2LCrPq1vqMosWVuOw2nFOXqs1W6momac5SdhpBZ0japkw2GqRZZMFDpmrz0eiZ9AoDMSO4ZVLWU4dgCXeQmqPJnr1TPKPnWwtwOP2UpdVk5mLJgvvB4b5YXZnG7qXdBx1xqGEPzi7En2drbxoVXrWZU/s3sykkzwi7OnONjTyf/esotip2teJWiQjvm/0N7Ckd5ufLEoqiRT7HSzpqCQDYUlOEyTxTJ0w+D0YB9PNl+kMxggy2JlR2kFm4pLeaDhLG2BET64ch15dsekc0WSSfZ3d/BqVwf94SAgkWt3sCqvgM3FpXittknn2d/VwX+dOspNlTXcXrN4Tu7mnlCQ7xw/RE9o5mxbu2biLfXL2Fg0OYYthKArGOC5tmbODQ0QTMSxayYK7Q42l5SzJr8w817phsEvz51iX2cb71+5jjUFRZPaOTvYz/dPHsFpMvPu5aup8mRPNZwbikr5xo055NqunOrKrKosyvPS0DNI25BvUpnJpRAivTrd39SB02qiKCs9AJgsKqmETnAkDGJ2GqQxGEIQSKZXzi7NclmlFa8XZFnC5bTOaew8Zis1Hi/nfQMz7nNsoIuYnsKiTr+K1A2DWCqF3WTiu/sP87ndaWL3hK7zUlPLggzn0f4uoqmZxahVWWaRO2detHwLRUxPcWa4j3vFsmuWHR1NJUnOkfk7cYU0FInwRONFLJrKXYvrGYiEOdHbS032VEWQ+Z0/xdnhfu6qmn8GuCRJmEbl6YQQFJTMHkOOppLTKmRMaDFzjYZIEUm2MhzdnzGakqShSJZpk3+SxgiKZCWh+6j2fIyEf5Dp1riBRJzfNp6h0O6kcWSIwViYncWVC/J+KbLMuvpS9p9qxWm3XFXC8SvFmYF+nmpp5M6a+ln3SxoGJ/t7eaL5Ip9et3lebQvgaG83/7z/JS4MD6JIY2WD6dKsn509wafWbeKdS1dNMhq/v3ief3r1JWKpJGZFQZFlnmy+yO01izkz0I8/HuMdS1eOn0cI2gN+/n7f8xzs6UqLTY/VTgvB7xrO8KZFdfzZph2TJCa7ggGeaL5IpTtrXkxN8ijXeSiRIJiI0xMKMhAJ4zKZKXG5cZrMWFRtyvieMgyebL7IP77yAoFEAnVUEHvsPjzZ0si3br6DCnc63GWMGscnWxq5bdE4JaYQgjb/CP+8/2WO9nbzmQ1bMkIWUwxnttVKtvXquCntZhO7l1Rztruff3n0JT5/207qCnOxT0iVFqMab62DI/zi1RM09g2xvCSf5aXp2diZg80M9PixO82cOdjC0g3VKOrsH1EoFeNTB36OSVH4x9X3kGe9tkH7qwmTpnLT7qWzFvhKkoRN1diQXzKr4Tw93EdXKDCjvJgvGuVwRzc3L65BF4J/ef5lIF0D6o/OzoU7EboweKmrZdY6zmyzleXegmti2HQhOO8boDcSpMh+bZ51KBEnYcw8MZBIl9r83/beOzyu6zr3/p0yvc+g9w6CYO9dpERRvVu25G65xLFjO7nxTXLj3FTnJk5i39gpTuzYcZFjW7Ykq/dGikXsDQQIoveOwfSZ074/BgABohBgkZXv+n0elpk5bZ85s9dea73rXRPQDYOEpiKJAsVeL8FEHMdVCF9rhk7D6CD9sQi5jsWTlxZieEKp1LzfoQDYxscYVZroCf+KseRJ4mo7AJLoIsdxB07zzBISk+gjmDxOTO2gbewHxNQOJOHiIsoYv19nhvoQgBz7eLecK4x53bC2gvLCDCRJJPc6k3beK+gIBfnKW68wFI/yviXLuL28iky7A0XT6AqFONHfS4HLM+1ZaBsL8tcH3sAkSnxp/WburFiCJAgc7evhHw/vp2VslErf9MXeWDLBV956hZP9vewpq+DeqqUUu73ohs5ANMqpgT4c5pmk0sUi2+HkT7fdOPn60bMn+ZuDb3FHRTX/Z+eeOfc72N3Bn+x9FVkU+WDtCnYXl5PlcBJVUnSGxmgJjkz7rc4GwzAYjsf51rFDHO7p4kO1K/n48jVIk2TDy0DRNE7099IRClLi8bEsM3vBjXlNksSe5ZUcaenk4IUOvvKLl1hZlEtxhg+fI+0JRpMpukfHqOsaoLFvEItJ5sNbV5PjSYcFRFHk9MELZOR4SaUURGkBX4aRnmg0Q3xPKwjNBkkSWVJxeVKSRZJZlZnHzy+cIanNPqGrus6zbQ1zypb5bDZ2lKVDZX90445J5Z+UpvHtA4cXfM1dkRAnh3rnzVNm210sv45dLlrGhjk/OkiufW4N0KtBbyxMODV3jl1AwD+lO4zDbCKpqhzu6uTCyDBD0RifXrvuqq7hQnCIC8EhcuzO6zPGaIjIPLW4giDgt6THaBb9+K0b0I0Uec77MTAYTRwmnKqb1XB6LSsxDAWLlAWGgc+6DkmYvkBPaipjySQWSaYzPIaia5R7/Fc0VrvNTNUsUmn/f8Yv6s/SHBzhkRVr+NL6LdO6WJX7AuwoKplRs/70hXpCySQfql3Fw0tXTNbn31pWSVRJ8fuvvTDjPC+3NnGsr5sdRaX8r803TItOlnr9bMgreNdr4ycQSSX5ZcNZ4orCb61ez2+t3jCtCmRpxsKeCc0w+I9TR3ih+Tx7Siv47TUbp41nVnLQU+frubGkjDyXm8fqz/Ldk0eJKmk3/hMr1vDR5asWlHcQBCjwe/iDO2/ga8++xeHmTrpOjiFLEiZJRBDSBKKkqiIgkOV28qVbt7KzpgxBEDAMg5q1JWQV+DAMFlz46jRZ+Id170cQIGOWXpvp8hUVzVCQBBMCMgYquqEhCjICUloqDB1JMAMiBmmjIgpXk41L40x9N4nk/CLtJYUBMgNzexaiIFDjy6LSG+DscP+c2z3XWs8nataSNUv5iiSKkwIIAfvFSUwzDB5YvjCquW4YHOhtp2WextoiAjvzSyfJO9cDg/Eob/e0sTG7EJvJfE1F/hVdoz0cJKLM7YULQtpLmoDPauOzazcQTMQnJ5Fc19WVuQzEIrzd28b67AKs8uU76CwGiq7RFholNo/hFAXIHh+jRc7CYZQTVZpxWWrGjzGGqs9OyJFFFwH7VpJqHwImLHIGAtNX/W6zlZuKphtdUVDoibxMd+QFEtoAkmDDZS4n33kbPsuKeWtC/1+Cquu80tpMlt3B1oJi7LJp1nDo1MlfNwwO93bjMJlZlZ2L7RJRm20FxTMUyjRDZ29nG6IgckNhCRk2+2XP826iOxyieXQEqyxzX/XSBZdOAmCk9btTmsbP6k/zk7pTrMzK5QvrNhGwTW8kPsNwnh8e4onGenYWl9IZGuPFlgvcUVHNrWWVvNLWxGP1Z3hfTS2eBSbsRUGgLNPPtz5yN8+fOs/rdU30BsMklHSXDJMk4bFZWVOaxz1rllKc4UMAdE0nNBrF43eSW5zWTmytn7tTwvRziuTa52YwKnqYjsiL6EYKUTBT6LyZ/vhh2kLPsNT/aaxSgLbwM0iChYB1BRnWlQzEjyAKZrJsV+c1APzosYOca+wlEk1itchYLKYZLXI+/4md7Nk5v/Eq9/hZn1VA/cjApIThpeiLRXj0/Al+Z8XmeetSD3d2E0leNAwLIbEYhkFXZIynWs4RnmfCdVssPFCx/Lq2+DKAX7Wc467SGlZm5C6qA/3lMBCLcHKwZ97ohSSIVHgzJl+Hkkker69DEgVkMc1r3lxQiN925TVkBvB401nuKq1hmT/7mo6xLxrm9HDf5cfouRi2s8lFFHseAUA3FHzWtTOM4QQSai+d4Z/TE/4VTksVfusGitwPT/bjnOjdOzWaldKCNI5+m77YW/gsK8i0bUIzkkRSLfRFX8dtrkYW5k8rGYZBLKkQiiaIxpMkFBVF0SbJipIkYJZlnDYzXqcNl332Ppk+t501Swone1NWFGbM2ObXiWAiQTAZxyRKNI2OkJpD/EQQhHQTD9lEQlUYS8axyjIZdvuMhZhNlmdwEqKpdH0yGPRHo7za1jz7eYCV2bnXhCuzGASTScKpFHaTiWK3d1H7qobONw6/zb6uNt7p6STP6eaPNu+gwjdTDGXGTDoYi+K32XBZLLQGR3GbLTy8dAUFbjeaofNaW8uiSwcEQcBqkrl/XS13rqqmfyxKKJ5AM3TsZhPZHhcu6/ScXkpReeWXh/EGXJPh2brDLXzhb96/qHPPhpjah1XykWXbQFf0NTQjSb5jF6PJejKsK+mMvEKObTOy6CCstKEb497hNVLa/uD9G/jn779BTpaHNcuL8HpsM76YhYRrzZLMrSXVPNfWwEB8dtGElK7xTGs9W3OL2ZBdOKfxevZcA6PxOBWBtKRVntvNusL5C611w+DJ5jqODXTNu909ZbUUOq+8FGOhGE7E+Nczh/jG9jvTMnfXALphUD8ywMmh3nm3y7A5yLZd9DjjqsJwPMbOklLsprSkX6bj6ieR4USMfz19iH/YdvucDeUXC90wqBvp58xlxphpc5A1ZSLUjSRJrR8Bmd7IU4iChRzn7VjlmWzRsdRZXOYlOM2VrMj8Gi3B787aj3MChqEzHD9Cb/Q1Kr2fpsj9AKIgj3dWSpHSg+PRoPnR1DXEE/vO0N47wkAwQiiaIJZIkVK1tBCEScJhNZPtd1Gc7WNVZT6bl5XMaDiwurqA1dULE2K41phrUTwVE4Iv3ZEQf7X/jTm3EwWBvR/+FAUuD+O6HGm5ycscd+prA4OoovDNowfmPI8AfOe2e7m5dCbBUOfyDSiuHOkjX4nHKwkCK7JyeLm1CU3X+fNtN83JfJ5hOBVdRxpnSSVUFZfFgsNsGk+WxvBbbYsuSp4KsyxTGPAA80+kJrPElj3LSU4Jafa2Xb5MYyGwSF4G4kcYSZ4jpYcxX1KI7TQV0R87gFXOwiK6UfUYEaULERM+fSnyLF0dFoOzDT0EfE5+9zM3keG/unzV6ow8tuWV8ERz3ZzbtIeD/PPpg3xtq4/cOfJjmmHw53tuxG+3L+ihMwyDlzsv8IP6Y3MKcQMUOD28r/z6sV0vxZtdLXz/3BE+u2wjJvHqa5HjqsL3zh29rA7v+uzpLakkQWQoFuOX5+qwjEdn7llSQ85VdEiZwOtdzfyg/hifrt2wqIYLcyGipPjPc8eIqvOnDzZkF05jMCa1IfqjryAgYpFzULRRgsmT5MxiOA1DQRBkBERMom/OfpwT0A2F4cQxzJKfTPsWBMS0eD8gCiasUiYLKZZr6R3m6X1nSCqze2CJlEoipTIcinGurZ+3TrXw0uHzfPTWdWyqLb5s28N3AwPRKLWXcXA9Fgs2k4ksu4PfWr2BpRnT67yH43H+6u3XiSgpxPH7ZjXJ2E0mBmJRxpLJGeWHqq4TSibInlKGYpdNuMwWbLKJR1asYVvh9HIi3TD433tfpSccnrPcJJRMktS0a6bMNhVOk2V8TBGG4rFFebyiIHB/dWGrZkoAAGTqSURBVC0Bu50nGs5xZrCfm0rKZ/2Nzbhyn8VKZ2iMU/19DMaiJFSVvkiYhuEhHj17il3FZdhmYQcmFTW9irtGMMsS+WUXE7mGYeDPvDbsOKuUSZHzVsJKB2Wu+9M0eT046VF6zZXIghXViOE2laEacXRDJamPoOoxZOnqDOfBYy2sX1l81UYT0iUQX1q5lQO9HfTFZq930g2Dt3va+KMDL/B/Nt9CrsM1o8n1SDRGTyhMNJWePC2yTI5r9vxwQlN5tbOJvz7yOqPJ+JzXZpNNfGTJaqp9me/a5JPSNb5XdwRZkPhQ9Src5oVpd14KgzTR4J9PH+Cd/s55t5UEgd2FFZMT0gSKPR5uKqvAZ7WmyUPXiK2e1FS+e/YwsijyUNVK3KarG+M3T77N4f75owaSIHBzUcW0ERpGalzYQCDHeQeh5Ok5PQm3pZa2se8DoBkxzFIASZx7UjPQiKt9JLVB6ob/DkmYHpGSRScl7ofwWJbMcYTp44T0xGiSJWRJnJQo1PR0s+SJ0G0skeJ4YxetPcP8/sO7uHl91bTa1V8Hnm1qYEtB0bykTJMosTmvkGeazmOTZTbkFkwyQA3DoG5ogHAqRZU/MKlkJQoiyzNzODPYz7mhQXaXlk/21DUMg8M9XaQuWRTLosjanDze7monqWmszcmfVoY1mogzlkyS63Tht87+vJ/o66FjLMjSjKxrPi8UuN0UuT20j43yXNN5PlS7csF1wAZpQuuXN24HA35SdwpF0/jc2o14Ldb5c5xLM7NYl5vP/3rz5XQHc0XhaG83g7EoFiktY/aBmmXI5ukX81ZDK281tF56uCvGTbXl7KopY7hvDLvLis1hoadtCE9gfo3WhUAQBKxyAKt8MV8TTrXjtVSPfy7iMl9cSYmGmRz7FoYTJ9GMxIzjLRaqojE0EkFVdUxXIPx8KQqcHj6/YjN/e/RNonPo0xrAvu5W/se+5/hU7Xq25qYJBBMPw/tXLuexk2fGHzKBIp+HT6yfqQLTFRnj8eY6fnr+JP3xubVpRQS25ZZwd+nSK1aAuVKMpZL8y+mD9ETH+FD1aqp8GTMWCvPBMAx6oiF+WH+cR8+fuGxqosKbwYpAzvRJQEjXXh7r6Z70RDflF16xAMKlCKYSfOvUAboiY3y4ejUV3sCix9gdDfGDc8f4r8ZTlw2dVXozWH7JGEXRhqqHiSltGCGNmNJGgfuDs+7vMJVQ6ftdEmqa4FPo/gDCvKR+AXE8FGsS3cjixcXqWLKemNpDrmPukoQJOK0Wlpfl4nc7yPI68LsduB1WrGYZQYB4UqFzIEhdax/n2vqJj0e4RiNx/u9jb1GW56eq8NfHzjVLEg3Dg/zHqaPcWFxGpt1BQlXpjYQp9/nxW9NpHkEQeGjpCl5rb+bn9WfIsjtZnZOLSRTpDof5txOH0Q2DW8oqcY4TAgXgnqolPHG+jpdaL1CbmcnmvCIEAS6MDvOdU0dnLBoEQeCO8moeP1/HK61NVPkDbC8swWk2MxCN8vP6M4RTSfaUVlDsmSkLKgkCY6kk3zt1jPfXLKfY40UUBAZj6VRT7VUaU4/Fyt2VS3inJy22YJYk1ucW4LVaSWoqfZEISU1la0HxrPsnVRW/1cYfbb4B3YBfNJxFNXS+sHZzegE8fm0zntwsu4MvrtvEntIKwqnkrGk90ywFxXXd/fzq2NzhwsUi3+fCM6iQjKdoONmO3WGhtaGXmrUl1+wcU+G31uJnWXr6mGXQLlMxTlPBPNmAhWNJZQ5vv9OE27WfyrIsTLOoIVWUZZGbtbC8oCiK3F5SzemhXp5srkOdQ/3FAI70d9IRDrI5p4h7y5eyIbsQqySzs6KUdYV5k6QCkyhNsuUMoCca4pXOJl5sO8/Jod45S2AmUOD08MVVW8i5gprDxcJlshC+hPEaVVP8V+MpTg31cWNBObcVV1Hpy5jhFV6KqKrwYvt5Hm86y8mhXuKXCV9KgsCewkoyL2EMZ9jsfGLVGobj8ckyn6yryHHOOkYlxU/On+T0UB+7Csq4rbiaSm/GZQOYUUXhubYGnmw+y6mhPuLa5cYocmtR1bRyGwCLlEG+635iSheg4zYvwy5P16qNpJpxmEoQBAmz5McspUUYRuNHcJorJ19fClGQcZnLGU2eptL7KRzmEgTSTPu64b9D0SOYxMs/W8vKc/njj9yM323HaTPPOinruk7PcIgXDtXz4xePEhs3nsNjUX7y8nH+9ON7kK5QRCGpqfztwb0EEwkMDE7296LpOt8/fYwXWy5Mbvf+mmVsypvJQQjY7PzOuk3809FDPNd0Hp/VRlLTGIpH+R8btnJXxZLJ77s2I4svrN3MPx07xJ+//RrFHi+yKDEYi9IyOsLNpRXcXVkzjSm7LDObj69Yw3dOHuGr+9+k3OsHQaAzNEahyz1r8/V8l5s/3LSDv3j7df7+0D4eb6jDbjIxkohzYWSYlVk5fHTZajyz6F1bZZn3L1lGS3CE//Xmy+nOQQgEE3GWZGTyl9t3456yX380wmP1ZxhNxDk10D8n6WkqbioppysU4p+OHeRrh/ZRNC6WoOgaQ/EYTpOZ799+/6ycg4mZ32U28z82bEUU4PGGOpKqxh9vuQGHKe1szDCcgiCQ43RNi2svBDV5mdy56pKwyXgLmWAszjvNnRgGeOwWCvweMl2OeV3oqpxMasuKEESBZRvTFPW3nj6+qGu6FClNQ9G1NMFgXEUi/a8x/h7oRoKkphJRUkSVJBElNf7/1JT3FPpjYbojV6aF+aEHNtLaMcTzr51BfGP2qfy3P37Dgg2nQFpg4Isrt9AdCXGwr31O/8EA+mJhnmo9x6udF8i0OVmdmUttIIdCZ/oBk0WRmKIwlIjRFhrhaH83jcFBwkrqsgYTIGC18dXNe6j1Z1/Tkom58OU1O/hVcx0nhqazrnXD4MxwHw2jg/yw4Rhlbj9rs/Ip9wTIsbuwm0youk4wGacvFuHYQDenh3oZSsQuazAnUO3L5JbiSiyX5GskUaTI46XI473q8QnAN2+4i2+e3M+pSwg8umFwaqiXcyMD/KD+GOWeAGsz8yn3+Mmxu7CNj3E0GacvGubYYDdnhvoWNcal/kxuLqqctXm6TS7EZZ6b/d0ZfowS90cRxeme9kjiCBY5a07DKSCTYdtEd+R5WsYepcr3WUTBREzppDf6Kpm2jTgvaYI9GzwOK57LtLoSRZGCTC8fu3U9oUiCn752YvKz0809dAyMUpp7ZYpPkM4V9kRC9Ecj9EcjGKSrF9rGgpPb3FBUMm0fAQG3xUqFL8Dm/CJKvX5+WneKI73dxBWFEo8Xp8mcXtxOeEGiyENLV7AsM5tfnq/jSE8XSU2lwOXhz7ffyO3lVbguSV3IgshvrV5PlT+DX9afpXlshEybgw/ULOOW0ko+8uwvZx3TzqJSCm+/jycbz7Gvs53uSIhsh5PPrd3IQzXL8dtmqsTZZBMFLg/LMrP55Mp1/Lz+DC+1XGAgFsFntVLlC8yQfByMRXmy8RxxVUU3DAI2+zTDOhtssolPrFzDpvwCnr7QwNG+HjpCQRwmMyVuLzcUlc7q/E27/4JApt3O72/chiiI7Ots49vH3+FzazfiMJkRjEuKcMKpJEOx+fsqFrk9k/HzCcwlodTYN8T/efoNeoNhPrptDbeuqCLgXFiOUBAEdD1dlpKIprC7rLi8c8v2XQ7PtzXwamczUSVJXFWIqgoxRSGuKcQVhaiaIqGqc3psi4EAfLxmLX+2cfeMzwzDIJFUaWkfZHg0ijELuaaqPJvcbO+izmkYBu3hUf5g/4sc6e/8tYg/FDo9/OHaG7i1uPqyWpQLQU8kxP/c/zz7e9vn3OabO+7Ca7HylYMv0xUZu+pzLhQOk5mvrNvFw1Urryq81BUZ4/f3PTdnLjXL5uDlez/JsYFu/vTQK3RH3z3xcpfJwp9suJH3X1JOpOlJosoFhmJ7KXA/PPm+JNiQphjJxpFvEFd7ZiygIkozyzO/hss8dxcg3VDoibxE69hPUI04kmBD0Udxmauo8X8J1yxCC1eLnqEx3v+nPyQxXnbicVj5ww/dxJ4N1Vd8zKmRm6+89QqP1Z/hX265m1suYZxe+gxN7CcIwpyRsNmeu/nk7OaTPL0U4VSKPT/7AQGbjX+55a5JibqFnOuy15Xue3fZfRdz/IVe26XHUDSNv3j7dX5Wf4Zv3Xwnt5dffCZnO8asHufRnm7+9fjMdldTduO7t97D4IUBupsH8GS4KKrKITBL4+V4SuHpE/Wc7ernK3fv4t51tYtiVxqGwUDXKK8+fgS704Ivw8XOe9cueP9LcXKwl6da6hZE776eEAQBm9VEbfW1FSUXBIFil4+/2Libvz++l73drddkEbBQlLp9/MGaG7ixsHxeo2kYOgm1lbH4a6h6CJupEp/9dkThyjqzRJUUe4oq+fyKzXzt2JsEk1efh74cBOChyhXcU7b0uhOfKrwBTKLEltxiPjc+xlBq4ZKIVwoBeLh6JXeVLJk2xqjSRm/4SeJqNzGlg6R2UfYxx3E7Ptv6ydel3k/Pyp7tCP10Moc5F0TBRL7zNlzmCkKpC2hGArPowWddiU2+PipUXqeN/EwPzd1pQY+UqhGMzE2AWwimyou6zJa0pGUyke5cNE9eeuo9F9JvLOp8V3KN13O/GdsuYN+r+W1di9/lghtZL83MosKXwattTewoLKHU65vB5rKYZNw+Jx1aH8deP0dPSz93fPyGGQePJlPsbWilOOBlc2XxFYXtuloGsNpMVC4v5OzhZjRVQ74Kzc//v0MQBKp9mfzVppv51zOHeKK5bsEhuSuFJAgsC+Tw1U03U+PPvqynqeljDIZ/jMOyBo9t51VpkkI6SmKTTdxXVgsY/PWRN+aVjrtamEWJByuX87kVmy+reXktUOnJQBZFLJLMA+XLMDD4myNzE8GuBcyixENVK/jtZRsnZdgmMBI7gN1Uhte6juH4vmkep1mcHtKcKw+Z47gFizR/azwAQZDwWJYsiD17LSAIAm77RY9Z03SGQzGGQ7PXSdssZuyWhT0DArA8KxtREPh5/RmK3B6KPT7CySShVIJ1Ofm/9tKX9zIOdHXwr8ff4e7KJTy4ZNmv9V7NsEB9kQitY6P86613sTbnYgH8tPoeRaP+WAvtDT3UrC+loHz21Z+q6fSOhlhTko9FvrKauuxCP4dePsuyjeUEcrxI7zJD878jREEgz+HmLzfezKacIr5z9jBNwSHiC8hPLgYCUOTycnfpUj5Ws4aAdWFhdM2IohohPNYdSOLVCyNMkGasssz7K1aQa3fzjyff5tzIwLyi5VeCAqeHD1at5MNLVuO6wjKQxaLKlzlZO22VZR6qXEmu3cW3Th2g/jqMscjl4YNVq/hQ9epZhSRE0YLTXIVJ8pDUBnCYShd9Dofpyhp6vxuYGhUzgL1nWjjR1oOu6wyFYtitJhxWMwIC926p5fYN83c6mYot+UXcV7WUvZ1tfPzZx9F0A0kUKHR5ePb9H12wDvj/izg10Mvxvh4y7Q7uq1q66HZz1xIzvqX2UBCHyUS5NzBnWFWUREqXFoABva2DKCmV4iUzw44GoBswHIldtiXTbBAEgYLSLD76B7djNstUrii6ugah7zIMQyWePEQidRpJ9OKw3oQkXTnJYDEQxolZd5QsYXkgh5c6Gnmts4kTgz3zChYsBCICeU43O/NLuau0hjWZ+Yt6iNOybAIprR+b6EY3EkjildfGTmWbSqLIjvxSCpwenmo9x7OtDbSFRq463+u32tmWW8z7KpazJbcIeRaizPWAVZIpcLqnC0yLIrsKyilyeXmq5RzPtjXQHhq96jEGrHa255XwvorlbMopnHOMGbYbkEQbkmAlx3nnFZ3rv5NntXt1JZ+8cyOjkTg/e/ME921ZRrZvYc0EDMMgFE1wvnOQ7sEgoViS7LCVqpiHYcWMz2Ontjib5fm5LLSV+LsFiyTxyZVrsMmmyT6pC4Gm6/SPhGnrHaF/NEwomkTVNERRxGqWcdktZHgc5Gd6yA24kRc4d+wprUQWJVZkZaNpOh19o/QOhwlGYkRiSZKqhqrqCEI6Kuq0W8jyOinI8pKf6ZnbngkCu4rLyLA7qPDN33pvAjNZtaR1DyfYp7NBEMDpsVG5sgir3UJRVc6sfTJNkkiO10nL4AhvNrTw4Prli5LXFAQBQRRwe6+N3qEgpG/SAnpqXzVEIV0PKonZWM0rSKROEIr9Ap/rs9f/5NOuQ6DE7eORpeu4tbiKc8MDvNHdwts9bfRFwwsWvxJIS/wtD2Rze8kS1mXlU+b2pxlmi5wEZcmHx3oDfeHvYBgpbKYactyfumzOay5EL+laIgoCFd4An1++iVuKKjnY28FLHY2cGupD1bUFj1cYv3c3F1ZwQ34ZS3yZ+Cwz5RGvFgITvQdnHjfb7pz1nKIgUOnN4PMrNnNLURUH+9p5qf0Cp4d7UXV9UWMsc/vZPTnGDLyXGaNFvihjI11VC/L/XkgpKkNjUbxO27hcnYEgzE2E0XSDV4828uTeM/QMjTEWjZNMqZNepsUsI9l1mnoM8lc60QoNDCn9zbX3jfJ3//U6BgYuu5W/+uRtWMzyjHOcuNDNd585CIAsSdyxuYZbN870gEdCMb7xszcZDqdDzktLcvite7ZgvqQULp5U+NlrJzhcnybjZftcfPTW9XjnEDOYei2GAec7Bnhi72nOtfUzGo4RiScnxywKArIkYjHL2K1mPA4r+RkeNiwtYve6arzO2dsfTqDM68Mj1vD8wXM82nCEgZEw4ViSeEohqahomo6uGyCk74XZJOG0WfA6rCwtzeHOLbXUluYgicK080iiyE0l5dxUsnCy2QzDWezxomgav/fK82wrLMY2GTq4eKL3VdTQeq6b4FAYXdV588mjPPS7tyJc0vLLYTGzvbqU/zpwkq89+xYHGttZXZyHy2a5rAGtycuiJu/aFh7/j9Xb+cLKLdf0mPPBJErpP5QgCi5GI98B0uQYTR9ANxKIggPDUJClHFStF1nKRhBkNG0EBBOi4EA3Qmh6EDCQRC+i4F305G0SJYqcXgqdXm4qrBjvhjHCqaE+2kKjtIdHGU3GiasKKU3DKptwmMxk2RyUuf1U+zJZkZGL12LFLErpif5KCQWY8NvvwGu7GdARBGlOcfCFYC4P2iqbqPVnU+PL4iNLVjOUiHG0v5umsWFaQ8MMJ2JEFYWUpmKWZOyyiYDVTr7TzRJfJssCOeQ73VgkGVm4ftJruQ4339/9vhlUfEh795Z5wnc22cSyQDY1/iw+smQNQ/EYxwa6xsc4wlAiRuySMWZY7eQ7PVT7MlkeyCbf6cEsSZcdo2EYhBJJgrE4mmHgMJvJdKX7PQ6Eo2i6jsdmJZpMke91T3Y4GosnCMYTCIJAvtdNUlGJpRT8DhuSKBKMxTEAr82KoukMR2PEFQVZFPE77DjMJiLJtL6s3zHdqA9HY4TiSfRxI2aRZTKdDkZjcRwWE87x0oXuYIiAw4bVlD7WcDSGputYZZlst3NGlcBscFjNmE0yX/7Os1jNJhDg1nXV7F5dOeM+jUUT/Ofzh3ly7xliiZm5aE03iCUUYgmF/pEwDe0DHK7v4EsPbqeiIJP9Z1s5XN8BgM9ln1OEYyQU40h9mo1tkkXWVM6uL51SVE419dA7kmZky6KErutwycJH03Vauocmj1mU7SNymd68hmHQOxzisddP8sz+OsKx5KzXqxsGKVUjpWqEY0n6R8I0dg6y73QLj758jL//3N1UFc6f9/7Kd57jVFMP6nwRTAMUVUNRNaLxFP0jYS50DfHa0Ubu3rqMj92+Hp/r6tTfZvwiazIy+cL6TTzV2MBbHW2oM/InAneXVhELxzl/rI3qNSWYLDLCLB0FrCaZ+9bW0tw/zOGWLl6ta+LVuqYFXdjnd2++5obTIskz6u3eDaQ9d5GJUIymjzAY/FNMcimiYCWWfIe8jP9kIPhHZPv+EVkKEIz+CLOpHKtpDWPRRzGMJAgSNvNaHNabufSBXwgmOlCYJQmzJFEbyKE2cHkx+WuN9MQnzejHeL3OJQkCkihS4PRQ8C6IzS8WoiBMNoi+EgiCgCwIyKJIocsz2aX+WmM0Fuef3jxEJJnEIsvkelw8smUtr9Q38dK5C2S7nbitFl6oa+TZz30UkyShaBr/8OrbJFWVgMPO52/YxLGObt660Mrv3bgVt83K4yfqUDSdj21azZsXWtl7oRVRFDBJEjfXVLCxpJDXzjfT2D/E7+/eNk3N5kRnD283tXOotYPavGyW5mZx94oa/v6VvdxYXc7ty9JlJF9+/AX+YM8Oiv1efvTOcfpDEWRJxCzLfGHnJrwLkEN02ix86b7tdA+NEU8q2C0m/LNMwIqq8/S+szz51ulJMQUAWRIpzPLic6X1oBOKylAwwtBYFFXTOdLQwdd+8jq/94EbOHCm7eq/sHcJzT3DfPMXezlU1z5rlNJikjHJaUOdUrUZRk/VdMKxJNFZFhiXIp5UZ+wvCgIuhyW9sBn3oJOKxti4oD+kjXYoluTRV44Rjif5/P3b8Luv3HjOsCImUeLm0grW5+YzlkyizbKa9zhsVK8uxeqwIskiRdW5s65UBUGgMifAH9+9i70NrRxp7WIgFCGpqJcNJfkc139S/XVBNyJoeogs1+dR1XYiiddm39AwSCqnAJWA+8sIgiVtQK+BetFv8BssFq82NBNOJPiDPTtwW61EkklkUeTNxhZurC7jzuVLeLWhiadPX1xsD0ainO3p57sfvg+31TKv/OJILMZL5y5w36qlbCwpIK6oiML8Wl27l1SwqiCXcDLJJ7esY2nu/Ivtty600jsW5vd3b8NttTAaS+AwLyxFoOk6Z1t7eepgHfGkwrrqQu7ZNF38wTAMBoIRHnvj5DSjmRtw84EbV7O6Kh+PI926LKmojIbinO8c4LkD52joGOBsSy//8NM3aO0dWdA1/brRPTjGPz72FofqptdZZ3qdbKwtYmV5Hl6nHZMsousGKUVlNBKndyjE+c4BGtoHGIsuvnzMZjFRXZTFmsp8inJ8+N0O7BYT8riwgaKmDWdzzzCvHjnPha6LDUJeOtxASY6fh29eM7n9YjGn++WxWHFZLJPix7IoTiZXDcPA5XNQtaoYp8fGyEBo1hwnpOPHZVl+CgMeHli/LJ1/WUAdpc18/Wn+vy7IUi5O226Ggn+BgQpTQnS6Pooh+sHQAAFdTxCJv0AyVYeBilkuw+/+XWTp3fcUf4OLuBaF2ROhzKn7Xvr6vYRTXb2sLSoga1z832pKt/kqzwxworOXDSUFFPq82KY0D46lFCRRIGC3IU4Jh85299Ih3Th+u42RWLp20irLk5yExVITLt1eNwwuDAxR6POgaNrkOZKquiByWyia4GB9O5pu8IEbVnH4fAeHGtrZtXK6kMGhs230jVxsuOB12vj0XZu5bdMSZGl6OLw0F1ZU5LF7bRXfenwfrxw5z7m2uRvTv5cQiSf5wQuHJ8O6kA4X715bxSN3bCTb78Jqlqd/74aBbhioqk5SUYnEk5y80MObJ5ouq+YDUJjl4YaVZdywpoJMrxObWUaWpVmJP4ZhsHV5KXdvqeXrP3+T1441Yhjpjjhvnmxix6oyinMWRga6FLMaTlXXaRgepG5wgJ5IGEkQKPP5WZ6ZTYHLja5oHH71DGcOXuDuR3Zyav957vjYDqRZNFcnYJIkTLb/d4gEE9D0MIrSRFI5N/megIRZrkWWCtH1MQTBioCIKFgIx57BYq5F0Tpw2G5CFGy47Q9iNtWgaYNo+hCicP31X3+DuaGkVDqaBxBFgYLSTLpaBtFUDQSBnEI/8WgSt8/B6FAYszltXGwOC7FIEpfXTntjH4IgkFeSga7rdDUPgkD6taYz2BtEFEXKa/JmTYH8umCWJRKX1AQLgsAjm9fy4rkL/ODgccbiCcKJy4szRJOpyUW0bhiIYjqc3j4c5JtvHMBmMjEUiRJw2vmzO24CIKGk8++2BSpSjcXTnszEOWRRwCxLvFzfREP/EAJwpqePT2xey8c2zWxocCkUTSeeVMlwO8jxu9hUU0xj1+CM7Y40TFeAKsnxc8PqcmRJmpXbIUsiGV4HX3pwB7qu8+rRxkmH5b0KXTc4VNfOGyeaJqOSsiRyz/bl/N6DN2A2zV5+OJk6MadJQi67hdyAm9s2LVlQu+O//NRtk0bycgtLQUh3w8nwOvjUnZto7Byko38UgNbeEToHgtfOcGq6zsstTfzLsXcIpZLkOV0kNZVHz56iJiOTP9i0nQqnF5fXwcabl3PghZM4XNeeaXgpdG2QZPxXAIiiF8m0BElegqqcREm+A0YKk2UDsnkLqcQzaGorGCkEMQOL7R50fRAleQBD70UQvcimDcimWlKJ59C0HmR5CYYxhsX+Pq5pKNRQ0PRRBMGMy37/+JsCgmBC10YBEb/rc4CMx/FRBMGGorbgst2F2bQEARm79UZSynlE0ZU2pvO0Y/oNrj+GB0KcPdxCeW0+odEox/adJ684g5OHmtjzvvV0Ng2wYmMZJw9cwBtwoqk6BWWZdDQN4PLY6O0YRhBF4tEkyaRCX+cII4Nh1t9QTUaOh5HBMIdereMLf3k/0rtU9rIQbCsv5qdHT7O1rJhcj4vhaIySgA/N0KnJyeCmJeWc7OyhZyx8WYWw+r5BzvUNUJ2VSftIkDVFefjsNrZVFHNTdTmrC/P42dHTxFIpHOZ0I/ALA8PU9w5QkZVBUlXJdM7Xlgz2NbWxs7KUUCJJQlHIcjmpzc1mOBLj8zs3kVBU/vL511mWtzAVIrNJQjd06jsGMQyDaCI1g+kKMDB60dsUgEyfE7fdOi8hUhAEAm479+1YzunmXnqH3z1ZxStBLJnijeMXCIYvqiqtKM/jw3vWzmk0Z8M0daTL7DJhdBcLQRDwOq2U5PgmDWckniQST84ZKb0cZnzrLcFR/vP0cdbm5vGJFWuwyTK6YdARGuObRw7yozMn+N9bdrJkTQmiJFJQmYPNbkacw802DGOyQeqlF6jpOi0DI7x8ppGBcJRst4ubl1VQluWfxnIzDJ1E9PuIYiayeT3xyL9hIh3KTMZ+gcV2H4LoZoKAI5vXY+gxNPU8ZstWBNGJKJgxW3cRCf4RdtfnkeRydL2LVOJlbK7fQ00eJJl4EYv9gUXfxPkgSX7s1l2kf8rp3I8gSNgs67BZ1k3b1m7dAYDNsn7a+1bzcqzm5df0un6DK4NhGCRiKbwZTipq85EkkcrlhXQ2DxCPJBEARVHR9TQ9H0EglUq/BuhpH6ZiWQGaqjEyECIRT1G1vICejmEkWSIRS9FS38P221ZMC3G9F7ClrJj2kTH+9uW3SKoqS3Iy+fLu7YzGEvzXkdO0jYwiiyIPr1sJwMv1F/jxOydoHRrlQ//5GIIA33r/3QDke908daqe7uA7lGcG2FBcQMBh567lNTx27DTfP3CM6uwMPrh+JVZZxmKSqc3N4o3GVr7x2n62VRTzyOa1DISj/O9nXqVrdGyasTZLEmV5fv7qhTcIxZPcs7KGLJeDbRXFDIQjfOWpVxAE2FlVSu1l8qITcNssPLhjJSebuvE4rNSW5MxaVq5M7eAhgCQKMKNN9EwIgsCK8jwq8jPe04bTMAxGQzH2n7nYRtJqlrlxbSW5Afd7LsUwURo0tZm5rhuTv8krwQzD2Tw6go7B59ZsJNvhmMy75DpdfHjZSr71zkHeePooUiLtnltsJgI5XnxzdPLoDYap7xmgMieDQr9n8qaqmsbLZ5v4+vN76R+LTD5WP9x3jD+550ZuW1k9mbg1jCiq0ojT+3EEMQvJVIGAiKY0AwYIVjAUEByAiiTloUk56PogklyMIFjSxBrBgSDYEaVCRMmPrsZBMGMYUURTNSSeveIbeTkoajOJ1HHcjg9ct3P8BtcfmqYz1Beks3kQj7+D5RvKsNhMeAIOCkozsVhNDHSPcu54O6Ik4vU7OH+qAzWl4Qk4KF9awYGXz2JzWKlZXcxQXxCz1YTTbcNskYlHk7g89nSdIO8tvQ+rSebjm9fw0U2r0z+78broAq+bP7vjxvGFwkRNapq4s64on9/5+TP84KMPIAriuBGBXI+LL+3agstimTyOIAisL85nbVEexpTjA+ypqWDPkop03fGUz/K9br798D30hcKTuVeAr959c7pJxHj8b+KabCYTD69fyQfWrZj2/kJgAE6rma3LStMi8IKA0zqTWJTpcdAwsY8BQ2NREikV2wKk+UyyzIryXA6cbZuVmPlewdHznUTiF1mwuQE3qyryFlTW825D0w1ONHZxtuViZyGnzYzTPn+Xlfkww3DGVAW/1Y51ikTexL8Zdjs6BnllWfSe7cGf5SGnOAO7a3ZVCU3XOdjUwd8+8yYPblzO/7w97VEZhkHfWIT/fOsofWMRKrIDZLocdI2M0T0a4ntvHaUqN4Pq3Mzx85sQRDua1oUsujG0IQwpF1F0o6udKMm3MPQguj6Mw/0nCNLCQi+ClIXF9gCa0oChj8G4os21RjrWXkGSPE4HG+hLDBFV4+jomEUz2ZYAla5ivGb3jCJ4RVdpj3bTFO0gpsaxShbybdksdZczmBzlnZFT7MrciMeUVjI5GaynK9bHev9ysq0ZpHSFfYNHMYsm1vuXY5UsdMf6OR48R5mjgFrPxRq0mJqgMdJKV6yflJ7CbXJS6Swh2xrg+GgdKV1lc2AVFmn6ZJHQkrRGu+iI9hDV4giCiFt2UGDLpsieh02++Hz0xAd4Z/gUqjG3TJzX5GK9fwVe83svlyuKIrlFGaSSKv4sN6IokF+cgd1hYd2OaiRJ4t6Pb2dsOHLx85JMwmMxAtkezBaZm+5di6bp+DJd5BT6kEwS2fk+5PEQl9vnQJLFRYmFvBuYKGeaLQw7WwhNAHx2Gx9cvxKTND18J4zvcymrca5wnDD9r2mIKwo/OXKS969ZTkVWuh/pxAQ+27WKgrCoZhMTiCUVHn39OLFEajz0KrC5ppj11YXTtltamsO+0xe9sa7BIGeae1hfU7SAvBxk+12IwkR86r2JutbpBCafy05+5nur1MswYCQU5c2TTfzg+SPTyl2Kc/wUZC6+Hn4Cs5SjiERSycnE/VRl/4SqYpZliqtyCXcE6bzQRzgYJZDrJacoY8bB4ymVIy1dxFIKKwpzp312urOP872D7Kop47dv2oTPYWMwHOXPnniV3tEQZ7v6pxhOCxbbgySi30cQPOhaDzKrkU3LMVl3oSmNgIHZshtBnD3Zq2l9JGM/x9D7pryro2sdKKnjgILFdhfXq9RDMzT2Dx3jye5XCKtRUrqCYRhIgoRTdlDqLOChwtupcBZP3nPd0Dk8cpqfdTzHYHIERVcxiyZcJgebA6vIsWbyaNtTrPLU4DGljczx0Tr2Dx2nwJZDtjWDpJbihd69uEwOlnmqsEoWOuO9PNH1Mntytk0azoSW5LHO59k/fJyxVBjN0LFKZjItAe7M28kbA4cQEFnrq500nIZhMJIa45ddL3Iq2MBoKkRKV9KF6KIFj8nFHbk3sCdnGyYx/aiNKSEODZ8ipIaJawkiagzN0LGIZuySDbtsodRRyDJPFV7ei4ZTILfIT2auB5NZRhAEXF47Lu/FmjCzRcbpvlhOZbGZp33uy7w4LrtzfFExxRvJLXp3ZBnfLdyxrHraBLUiP5dCnxf7AstALgenxczD61aS7V5cD+HFQtN0ZEliz9pqMtwOEMDvnFk2t2NVOT968Sjx8XKUwdEI//XqCfIzveRluIH5iS0Om3nBnVB+XegczxVOwOey4bRduQd3rTDBSo8lFV45cp5XjjRS19o7zTu2mGS2rSilIMt7xeeZYTjzXG5ssomkOnO9MxSLUZORid1mYfNtKxnpD5FKpjDPEq6ANAvubFcfWW4HtQUXvUDDMHinuROvw8oHt6xiaX4WgiCQ63Vxx6pq/umlA4xEpvYEFTBZtmEyrwMM4tHvAQKC6Mfq+EQ6TAsgWBCE2StsRDELm/Mz2ByfgsnCezMW+8NYbO8b33/heoyQbow9obaTZu2JOE1m3GbrjA4hE9H0Wk8la7xLKXLkYxZNhJQwbw0e5bX+A/xYf5r/teQzkx5aQkvyaPvTjKZCfKDodnZlbsQAzoUu8HjXy7w+cIiFiatdHieD9Tzb+wYBs49PlT1IraeSmBpn7+ARHm17moSepMJZPG2fuJbg35p/ypmxRpa4y3io6A5yrBkoukZfYoizY+fRDG2aqF+Vq4y/WPYFJjoU/suFRzkRrOfjJfezLXMtAgIiArL43hW7FkURs+XyCyxF0xiLJ4imLj4fdrMJr82KAPSFI2i6QYF3Zl6oLxQmnlLw2Kz4HVdWqG0YBtGUQiiRIDX+e5ZEEassE3Dap5WXDUaiRJIpfHZb+vpm4SP0jIXRDZ2Awz6pyDP184mxqrqOJArYTaZJYYH+cAgQyHE78Tts+MfrtJOKSm8ojAEU+7yIV8AiNkkSZRlXxo5cDFKqRjyZYn1VwZz5Z0EQKM7289BNq3n05WMoqoamGxw408oXB0b52K3rWVNdgMNqnhQGkERxmnTfYsLHvy4MBCOT/xcFAavZxEh4/j7OC4HNbMJmMS3aE9QNg0gsSc/QGG+dbOa5g/UMBiMol9gxs0nixjUVPLx7zQy5Qd0wiCanizCYJBGraWaIfcbstCwji3/acwd208yL31NWwe7ScsyCyNhYmECOB1EWaT3XPetgVE2nLxhhaX4WNpN80XsFWgdGKAr4yJsyaQiCQMDpQBCFGT8gQRBBSE8gwqRqjoAgmOESjVNNbUdNHWWquo4giBiGFVV5B9m0HATH+HktICx+pTQQi/BMaz1Pt9bTPDZMQlVxmS2sysjl7rKl7CmqxDGls4QsSNycs5Vb2D7tvuZYM/CbvbRHu2kItaAYKhNmPaRE6E8MUuMuZ2tgDV5zerW6JbCGTEuAvz737UVf91w4MnIGAZHbc3dwY9bmSYHvMmcRCT3Fq/0HZuxzYOgEJ4L1bPKv5JNl78NnvhiqqfVUcGPWRjRDn9ZzUBJEJMky5bWEgIBZNGGTFrdwuRyGElGODXUSSiVwmixszylDEkROj/TQGQ2SZ3cjixIlTh8Bi4Ozo314zFaKnb7J70gzdA70t9EfD6PqOiZRIt/hYVUgD6s0e87KMAziisozZxp45kw99X2DxFUVt9XCkuxMHlxdy9LcbP7wVy8yGovz/Oc+NqOO8M+ee423LrTymW0b+B83br2i8bcMjfDDd05wsLWDvlAEwzBw26yUBXx8+6F7cFnT30NK0/iH197mqdP1fHHnZj67bcOMcGkwnuATjz5OOJHkf9+2izuXXWzzpWgarzQ08cTJOs71DhBMJHFZzFRlZXDnsmrWFRfw+Z8/jc0k8/0PP4DPftFLOz8wxCOPPkFCVTn05c/itFwbL/R6wGKSqS7MSpfPzLOd1SzzwA0rCEbiPH+wnqSiohsG7X2j/NUPXybT46S8IIPCTA9+twOn3YLVLGOWJWRZ4kLn4JwSe+8VJJWLnZZ0w+BoQwd//O/PXfVxb9+0lNs312Cap7RxKnTdoH80zOmmHt440cTh+g5CswgqCIJAfoaHWzZU85Fb183qHSuqxhv1zYxE45hlCYfFTHHAy6qimQ1MZhhOiywzmxkRBAGX2YKhGxx88RTxSILe9iEkWSQaSqQ7l1wCAwNF09JFsFN+iAYwEo1RkuGbkVwfDEWwm00EnHOvsk3WmxHm9Q4lZPNKRCkfLtVAFcxcbR4zoqR49PwJvld3hOiUurbRZJw3uls4M9yHgcG9ZbXTao5mE8TWDZ3z4VZ6E4N4zM5pRtUkmpAEmagaR5nSDFgQBPJtWVS4ijk+WndVY5nASHIMh2Qlx5o5rSuGiMCOzPUzDKdu6OwfPo5NsrDOvxyvyT3jmGkpuF9POUVYSfKtun2YBJFydwbd0THiqkJbZJSfNB1nY1YRp4Z7eK7zHF9ZfTNus5WXuhuocmdS5PRNe0IsokwwGecXraf4bM0WzKJ02f6hbzW18o3X3yaUSLKppJCanEw0Xef8wBBfe2Uf64ry6QtFsCxwglgsoqkUX399P6+db8Znt7G9vAS/00Y8pRBLXdv+rG81tfK3L++lPxyhyOdhY2khZknmwuAQ//jGAW5eUkHvWJiyDN81Pe+7BVXTiCZSyKLATSsrSCraJEPTLEuzTvI5ATe/dfcWyvMz+PlrJ+gcCALpvNtAMMJAMMLBKdsLgoBJEpElEQPm12J9D+DSHHH/aIT+0cgcWy8cKyvyFrxoSKZUnj1Qx6tHG6lvH5hTU9dlt3Dbxhp2r69iaUkO1llKiCBdh1qTl8WZrj7KswJkOB1z9lqdtY7TIJ24v9TjVHWdgViU5VurkESRZCKFmlI5sbfh0sMA6YfBZjYxGIqSUNSLOVMjXQBtM5smBawNwyCWVNh3vo1cr4ul+XNTxGVT1ZyfAUhyAZJcMOv1mMyXL3SeD4Zh0BEO8vMLp6cZzakYSsT419OHuK24elYNUlXXiGoxzodbea3/IPWhZgzD4P1Ft2MTLy4IXCYHmwKreGfkJD9ofZL78neTb89GEiSSWuqaemgqKpIozWro/GYPFnH6AiemJRhJBTGLJmRBoj8xPOtxBQH8Zu9kjvPdwtHBTvpjYf52wx24TVZUQ0cWRA4OtOExW7izqJZQKsGRwc55JWkkQWRDVhFus5XXe5q4paAauzy/V2QAT5ysIxhPcNeyJXx59za8NhsGBglF5ZWGJv7v6/sZjccp9F4fQsWprj5OdPbgt9v4n7u3s3tJOZIoTlLzHdfIs4skkzx58hwD4Qgbigv4k1t3kedJE9USqsoTJ+v4t32HSajXthcsTFdv6uwd5Y13LnDz1iXkzcHwv1K8fLyRN+pagLQIwgS5SBTh4zev55Z11bPul+F18MANK9i+sowj9R28erSRhvaB8fBtupOHbhiTnUUULS1MfsW+prEYdaWr82jtc6Tnrh6XD1PrukFb3wj/9Pg+jjZ0TuaSJ48gpKMDmV4nN62t4rZNS8jL8GA1y/OGgCVRpNDv4XRXH/ub2nFazFRkBdhSUTxj2xmz2dnBAUYTcbYVFiNfcpKBaITfefk5/uO2exBSOkoybQyXb6689DBAejVWkunjbFcfL5w6z33ravGOh2kSioZJkpAlMd3wOhjmF4dP0zcW5rM3bqQyeybZ6L0AA6gb7qM/Nv/qqjU0SmNwiJUZF0lRhmEwkBzhneGTvNJ/gL7EID6zh6XuCm7K3sRKb820sKZJkPlYyb34zC7Ojl3gH85/DwCbZEMWRUZSY9dljFMhCAIi4gzDp+oa+jg56OuN3597fwT+buUfUOGcGZG4nuiPh8mzu3GaLEiiiETaaJS7M3i7r5WXu8/jMVln5IgX1mTt8ugdSxfBL8vLJsPpmMx5W2WZO5dV09g/xKNHTl6Tc82GnrEQSVWjNOBjQ0kBbuu1DYNPoC8UoTcUxmKSuWv5EqqyApOTk8Ns4pHNa9nf3M6hts7LHGl+xBMpIrEUyZSK024mmVIJRxLopD2F0oIAt+5YymPPH+fzH9p+TWtgb19fwyN3bCAUS/CLvae5df0SfE4br59swnEZA2KSJfICbu7Ztox7ti0jHEvS1jtC99AYwUic0LgQedqLVUkpGgOjYU419Sw6XLsYT1UfX0BdKbL9Llp6Li6WMzwOaksXJwMaS6Q41dxDakp9ZVqib/4OPRe6BvmbH7/K2da+aZ9Jokh+ppuqwix2ripn64rSyZDsQnOmZlnmhupSeoJhDN0gzzczkgazGM7zI0M0DA2yIa9gBsElqWnpCVM3aDjeRvv5XrwZLgI5HnJLZraDsZvNbCovpK6rn397/R1Od/VR4HNjkiRiqRT1PQP80ysHSKkazf3DnO3qpyong8KAl1A8icd+fX7sVwPDMOiKLMRgGXSGx6YZzqFUkJ92PMOBoROUOgt4sPBWql1lVDqLscsz2XmCIJBh8fHh4nvoSwzSFx8iosZIGQoJLcnBoRM0Rtpmvcbp5R4GmqFfM6MAYJesWMbzklsDayi0T2dNp/QUz/a+SVxLIP4aqA4O2UwwFZ+h/brEk8Wnl2yiPthPbyxEQlWm/ahGEjF0Q0e8yhBzkd/LhcFhTnf3EUumcFkt6XIOQcBmNlOeGcBiun5euKqlv2+TlCYDXS/EFZWUqmESRQq8nmn3Mp2egO0VJVdtOIdGozS2DjAwEqaqJIvO3lFCkQRFeX7ONfXy2Ye309IxhK7r9A6GyM/2Xt3ALoEgCCQVjf5ghAy3HbNJxm230D18+blg6j1xO6ysqMhjRcXMvNkEjp3v5Av/+MQ0g7IQpHVY5w7DT/39a7qBOgsBdKEoyfFx8Gzb5OvKwkz+9rN3Ljg3CdDWO8Kn/+4xUspFUpHDap530ZNMqfxq35kZer4lOT72bKhmQ00x1UVZWM2mKyImq5pO58gYnSNjaLpOMJ5gR1XJDMMrAxzs7uCNtlZ+b0O6V+W+znaiijKjxiqUSNAVCqEqGkpKZcXWKjLz0vVns8EiS9yxagkn2ns50d7Nq2ebJhWEdMOgsW+IC/1D0zQKz/cN8cePvcgnb1jPw5tX8uYb9QAUFQV488167n9gPc8/f4rdN9Vytq6LV145i8NhYecNNXR1j/DQQ5u4cKGfV189y2c+swt5yhe5b28DL754hrGxGLIsEchw8rGPbaOgIMCRw808//wpYrEUhYV+PvmpnTgcs5OG5ur/OBUGoFzSkq0t2snRkTpqPZX8dvnD+Mwe5PF82cRDfWmgwjAMTIJMoT2XIvvFH1tMjdMYboNI24yiY9XQiGrx8eswSOopDNVIM1yN8X/RMV2FcTCJMiWOAnoSg5Q7i7glZ9u0h2tMCfN0z+v4zd4ZdZ/vBtZmFPDzlhM81VHH1qxS+uIhan05aIbOWCrBcn8uY8kEB/vbcIyHXiVB5O3+VlZnFBCwOrBKMllW54JXqxMQgIfXreBoRxevNzYTTaW4Y1k1VVkZZDjsOMxmJFGYsTC9lpi+RLp+C5cJHVhBEOZcCBT6rk3oVDeM9ILAMAj4HORmeejoHSWeVNF0nboLvezaVEV9Ux95WZ5Ff2+Xg91iwixL/OmPXsJptTAWS/Dxm9ddfsdFQlX1aV/gggUaxpmlEwIR0z6DaYIKKUUlnlTwXFJOYxhM80RFYfZa2NrSXODE5OtQNMFwKEqOf3YPbbZrTSkq0Sl5SatZxmW3zhmsNQyDYDTBS4cbJr1xSRS4cU0lH799A6W5fsxXuRiVJZHKrABFfi/BWJwz3X2zCpHIAMOxOE2jI+iGgd9qw24ycX5kpnhxQlWJqyqySUSSJA6/fAaby0p2oZ+tt6+esb0gCFRkB/j6B2/n+VPneae5k2AsviCpo4kf4dhYDAPIjLvo6xtDVTQG+seIRBM8/svDfPozu8jKcvP1f3iBwkI/hgHxeIqenuCMY27dVsWq1SX86IdvU7M0jx07qpEkkRMn2vnl40d55BPbycr20N4+NGe4QBDAb7l8yzMB8F/SNV3RVRRDIdPixypNMBoVEnqSkBLBKdvxmqaXJiT1FH2JISyiGY/JiUk0oRka7bEezodbCJi96fzjlMtN6inaIl2s9y1nIDnCQHIYSZDpivXhkh0MJEZIaCn85iuf0ARBYE/2Vt4ZOcW+oaOUOPIpduQhCRIxNc6LffuIanG2BNbMShy63si1u/mzNbfwg8YjPNteh99q5w9X3IhDNtMUGuJ755sxMLi5oJoKdwYiAqUuPyv9ebzQWU9zaIj3l63m5vyqK9LH3FxSxDfuv50fHjpB0+AIf/PSW6Q0bZqwuaLp+O2XeZbGc2DvlozZ4tmcUzz6ObawL6TTkWEwX97NZJIIhmKMBmO0do+wakk+sUQKn9uGpml09Y1SU55DToab0bEYiaSC7Rrn4RxWM79z91YauwcJxZLUFmfjm6WO82oxGolN8w5FScAyh3MyFbphMBKOo+s6kjRVsjRtNKfmAqOJFGPRBDmB6b9NwzCmMWZFUZzVi1xRnovXaSMYSS/QB0bDNHYOke1zLfhZvdA9NFkmBZDlc5Gf6Z7XU7zQOUAoetHYluUF+Oy9WynKvnIxg6lQNI2Tnb00D4wQjMcp8ntnfa5lSJeZ7CouxW4ysau4lG2FM5OhAK3BUb782otIksSq7dUUVuVgtsgk4wrtDT3klWZhsky3+IIgkOFy8NFta/jotjXjCfHLe2yXU/YwDANJkjB0g5wcL7t21dDUNH87HlEUkWURcbzcRZYlDMPg+PE2Vq8uoqIyB1EU8HrnVvgQEKj2Z2KVZBLa3IQHh8nMEu/08HWhPY8qZwn7h46R1FNkmH2ohspwKkhLpJP1/uV8qPhuzEJ6ojEw6IkP8K0LP0IWZcochbhkBwk9yengeUJKhN3ZW3HJjmmrNJNooicxwI/bf0VXrA8BkaXuCn7V/SrHR+s4PXYeURCodJXMe78uh3JXMffm7ebpntf5dvNPWeouxypa6E0McirYQJWzhJuyN2G/xmUmC4EgCFR6Mvnr9bfP+Oyh8tU8VD5zoXd/SVqGbXf+/OSzhZxblgS2lZewuiCPxoEhOkbHCMbjk6HN+r4B9re0z3scg/RiVdMNZOndMZyheHJBXSquNTTDIJZSZ9SHTiDD62DXpirMskwkniQnw00oksDttLF1TTm6oZOX5UWWRdYuK1pUyHChMAzoHApytLGLeDKFrutsqim+piF3wzBoaB+Y5vVNqBQtBKFogmAkTsAzVQDfIBRNEp0iAjAWSdA/Eqa6aDoJU9P1aeUcJlmcMT5BEHA7rGxZVsLzh9IRwZFQjKMNHayrLlgQcUjXDd480TTtvfwMNwWZ3suMbzpzNtPrvGZGE9I1wTW5WeR53LisFiLJFK1DoxQFvNMiRDKkBZEnGsxKgjCn3qDLYsEiSWiaxpmjrZw73IzZaiIZS5GZ78fuspGZPz/lXBQFxFnKMmbDBNvMmPJ6AhaLiXvvXcvrr5/j5VfOMtAforDQP23fhXi2hmGQiCsc2H+Bkyc7mJBjvuOOldxwQ83MHQSBCk8G67IKeLu3bc7j3lZcTcA2vXtDni2LR8rex2v9Bzk+Wseh1EkMw8BrdlFiL6DCWYx4SYVYpsXP7bk7OTp6hqOjZwkrUWRBIteWyYOFt7Ezc8MMdq3P5Obm7K081f0qrdEutmWs5d783RwbrePJ7lcQEbk/fw+51qmGXUgb33kWDJd+JCJwe94N5NgyeGvwCPuHjqc9WYuHG7M3cUv2NvLtOe850efFQDcMjgx28u36/fTFFy+87bCYWV2Yx+rCi2F2wzB4/GQd77R1wWXk33rGwgTjCQKO69+BCKBxYGhWrzOWUtB1A3Ge+eFqYBgGdb39ZDpLZx2nLEtk+NLKQO5xiU+v24bXPdPjuxoN0vkQjid542QTde397FxRzpHGTmwWExuqZye+Xdqz9XLfn2EYdA+OceJC97S5qyx34eIOQ2NRugaD+N32aec719o3zZ8fDcdp6h5i87KSaYuMlKJNE5i3mU24ZrmfdouZG1aXc+BsG8FIHE03eOXIebYuL2XDZaQFDcPg6PlODtd3TL5nMclsqi3B55pf7OPSa4mnFBIp9bKM2YnzTmCubRVN43h7D+f7Bif7g7qsFjKcDtxTaj8XtVTyWa18bMVqZF0gFkpQs66MoZ5RRtQQbr8D/TqIEuu6TjyuEIunCIUSJJMqwri3uHVrJWvXlSKKAq+/fo6urpHJyT00Fqe/f4y8PB+apmOeo3ZHEASys91s317NPfesQTcMvvH1F+aMswtAtt3JF1dtIaamOD86SFxTx+XzRBwmM5tzi/idFVtmhPgkQaTEns/HSu7jg0V3YaCPH1NAEiRkUZ5GpBEQcMp2bsrezA2Z66ep8IiCiEmQ0wICU87zoaK7eajwTqySmWWeSjRDxyTKmASZHGsmN2en89hm0YQ0Jcf5xzW/hW4YM8pOALKtAb699i/SCiHixYdHEARskpXNgdWs8y0fJyQZCIiYRAlZuPzD/F6HAKzJyOdbm+9Li4TPIXowG1KqlpYulKeLfyiaRufoGHFFwW2xzGk4BeBIexeH2jrZU1MxubgFJssYrrURO97Zw+mePtYU5E2mK3TD4Hz/ELFUuoTMa7v2EQRBEPjPQ8dZlpdNwGGfdk9UXZ+1PO5aYGKBrY+HzxMpZU62aVJRCcWSlGT7WV9dSEGmh5bekTkNZ1JR+bPvv0hhppcb11aR43fhsJkxyzPbbmm6Tv9ImB++cITzHQOT7wvAxtrZI4CzoWdojL2nWqjIz8RuTYvYROMpnj0wvd5bEODVo41sWV5KdWHmJO/kVHMP/VObcLtsM/KgkHaANtQUs2NlGc8dPIemGwwGo3z1h6/wvz++h9qSHGxW0/T6fcMgkVI509zLN3725jQPuDjHx+2bay6rHFVekIHTZp6U0GvtGeGFQ/Xs2VCNw2qe9RlRNZ14MkU4lqSutY+O/lE+dtuGGRweSBtiTddZXZRH29AIBulFwqXEykUZTofJzD1VNaSSCojQeq6brbev4uw7TcQiCSy26ZPuRJnJlcBtt+AeVzbp7Bymu3sEt9vKSy+dxiRLWCwm6ht6aKjvxWYzU3eui61bqyaZi7pucODABSxmGbNZZs8ty9E0nbffbqSjY5iapWkPQBAEtm6r4mc/O8Srr9aRSCh4PHZWrpq7fEIUBDZkF/Kvu+7ljc5mLowrB7nNFlZl5rI5pxiPZfbJRRAETIK84LrGNDNRQFogwWYqEccqTV+dyYKELM6ek5mvJlQURByzsH6nfm6RzLMKZ1wt7CYTN+SXke+YO0+6OnNuhuLVIv19SZjMiwv9abrOvuY2jnZ0syIvhwKvG4fFTEJVOd3dx3N159ENg81lhXMaBIssk+tx8e1979AfCrMsLxu72URcUekOhigN+FiZf9GjjyRTJJR0HiuaSqVrA3WdkViMS/OH/kuM0wRsZpmvvvAGn9q6joqMAJIk0jU6xo8On2AskaQiK0D5dZC3y3E7iSZT/Omzr3LX8iXke9Lf92gsTlcwxAfWLp+hrrQY6LpBR/8onQNBFFUjpWqo4/8mUgrxpEpSUYnEk3QPBWc9hiyJaenB4VD63qrTc4mX4uDZNo7Wd/La0Qs89sYplhRlsboqn6IsH16XDavZhCikdVV7Bsd45WgjJy50T/OMinJ8bFlWuqAxypJIWV6AX+09gyQIrF1SiGEYvHmimfr2i8bYabOwqbaY14418o2fvcmDu1bid9sZCcX496cOTD4psiSyvCxvVgMDae/vw7eso61vlNPNPQD0Dof4w28/w41rK1ldkU+mz4nZJKGqOsFInFNNPbx2rJHBYHTyOAG3nS+9b8dlvU1BEPC77Ny0topn9tehGwbBSJx/eeJtzrT0sn5JIT63HatJBkFIlyzF0iHputY+zrb20TcSJuC2s2FpMcvLcmecQ5YkFE3jfP8gu5dWcLS1CwwD0yUL1AUbToOLrq4kS9RuKGfDTcswW034sz1omj6jS0owFucrv3hpoaeYhvvX1XLP2qVs3FRBZWUOoXCc8rIs2tqGyMp243Zbyc31Eo8rJBIKd9yxiiVL0hNoYaGf3/7tG7HZzHR0DOP1XfxCrFYTu3fXTm4LkJfn4wMf2EhT0wCSKHDznmW4ZwkBXYocu4uHq1fNu00kleLt7jbe6e0krqoErHZWZeWwq6gcWRQZikf5u8N7UWfx1m8treLm4gqiisJ3Th+mKzyT+r4qK4/3VdViH5f3G4pHebb5PBdGhwCBXKeLHfnF1GaktYKfaqonlEryQFUtLnPa1LWOjfLouZPcX1lLbcbCehO+W/BabHxm2YZf92UsGglF5UBLO/919DQOs4lstwuHOa0B3RUcI5JMUZubzftWLZvzGHaziQdXL6d7bIx/eusgfrt90nAORqK8f80yqrICk2LpT50+x5sXWtENg75QmJSq0j4S5KsvvjHN6AjA39932zTpuwnctrSasz19/OXzr5PndSOLIv3hCIPhKB6blQ+vXz1vA+krRWnAzyOb1/IPr+7jz557jQynHQGB0VicuKKwvjif6uyZJW8LhabrvHS4gV+8cQpVmzCc+qLIUG67hV0rKzjS2InDaqIw00PBHB1BwrEke0+2EI6lc3KxRIrjjV0cb+zCJEu47RYsUwzn2Hi4cyo8DisfvHntjLDrXLBZTHz0lnX8x7OH+MELR3juYH2aMBSKTWPUbltZyoM7V3Ghc5DjjV2c7xjA47QSjiUnrxfSZKjtK8vmPWdZXoDffXAHf/uT12jsHJwc+1P7zvLioQY8TitmWUbVNUKRBLFLxAp8LhuP3LGRNdUzBWtmg9Us875dK2nqHqJuvI5zLJrgmf11vHS4AY/Dms7JjhvOSDw5QyBhLJpg/+kWlpZkT4vYKKpGfc8AfoeNHI+TgbEI1TmZlGT4sF1CcJtVOWhvRzs/O3eaUq+PjyxfRZ7Tharr/PDMSZpHh/lc+SoOPX0Su8uKy+egbGkB+eVZM75cRdM53zuIoukkpyiHTChvzPcsbK1KdwkpKPBTUHBxhZubdzGHmpPjJSfHO2Nfn8+Bz5f+cZdXXBSXl2WJDRvKePHF0/T2BsnO9kxeQ36+n/z8a7eSNgyDsWSCbx4/wBsdrWzKK8BtsdIVHmN/dxtrsvMJ2OzYTWZuLConlEzyq6ZznB8Z4vfXb8NpMlPpTXfJMEsSm/KK6I2Eeae3k2ea6/nSmi3kOFyUenyYxDTJqSk4zJ8feJ1gIs6G3AIEQeBkfw9d4SB/uvlGTJLEqcG0eMOdZdWThnMkHuPF1ka25BVdd8NpGAYngud4qW8fISVKZ6z38jv9N4TNbOKz2zeyoaSQ1xtbONfTT89YGJMkUpubxbayYm5dWjVnqYbDYibD6aAi08+9K2tYmZfLr06d48Jguuh8TVEeS3OypqUUyjL8NA2OUNfbz0A4im4Y6XrpvsEZ3uW0ZstTkON28olNt/PM2Qb2NrXRFwrjsljYUlbE+9esYEVe9rTfuSSKuK0WUpo22WvzUphECa/NOlnLOhWyKOKxWSn2e1lXlM/XH7idZ8808FZTG8ORKAGnneV5OVflbcK44H08NckCvRJIosjy0lyqCzKxmGQcVvOc3pgsiayqyudcWx/dQ2OkFG3SSCuqxnBobkF0UUx7Vh+9dR23bVoy5zkuhddhY+eaCvpHw3z/ucP0j86M9uX4XXz81g0U5/h4YOcKvvvMIcKx5LSWWxPX/8DOFZTkXH5OXFaey1988la+8/RBDtW1TxqqpKIyMIcMnyyJ5Abc/PZ9W7lhVfmCxygIAlWFmXzlo7v5x8f2cqqpZ5IFnFK0aZ7sXPtLokBb7yij4TgZU0hUOgYjkRiN/UN47Vay3S7yzaZZVbZmEUAY5l+OHcJrtfJmRxtxVeV/btqKw2Qm1+nklw1niRUsxWQxkVXgx2q3sPfpYzz0pVsRLmH+Zbod/OC3HuSpY+f45ZGzuK0WyrMDFAe8+J32yeTrbFhbmj//HbxCCIKAx2PHZlt4rupKsa+7nRfbLvCXW3ZzU3H55BQXVVKTRek2SeaWkrTyUuPoEL2REA8vWTHtek2iyObcdM8/kyjyctsFHqhaRobtoicdUxV+fO4kQ/EoP7j1feQ40kQKA4gpKSyy/J4Rjlb0tOi1U7ZT4y7HKlnwW7y/7su6phAFgQyHnT1L0g2Y58JcnsTX77tt2jZ7airYUzP3cQA2lRSyqST9nLx5oZU/euolSgM+/vn9dxFYYIcV3TAo9Hn4nR2b+J0dmy57vUtzsvjpJ+Zuzi4IAhtLCjj05c/O+nlNTiavfuETk6/LAj6+uHMzX9y5eUHXu1CIokBZfoDtK+b3oC6FLIkUjYspRBMpfvjqMZKKis1sQgA2VBeypnKmt2Q1y9y9tZZbNixh/5lW3jnXTnP3ECOhGKFogkRKnVy8yJKIWZbxOKx4XTZqirO4Z/tylowzXufzNjO8jskxLS3JxmKS+cCNq0kqGs8fPMdAMIKq6ThtFiryM/j4bespzfMjCgIP7loFwJN7z9A7HCalpEk2WX4Xu1ZX8LFbNyyoW40oCFTkZ/CXn7yNfadaeP7QOboG0spI0UQSVdURRAGrScbtsJLlc7KmqpAHd60gy+e67BgvhSSKVBZk8o9fvJcXDjWw91QzXYNjBMMxookUiqpPluTIkojdasZls+B12SjK8rJ1RRkblxbjvCS1aJYkNlcUY2CQ5XbisVlxzdEqbYbhbB8bxWYy8dc7b+ZYXw//dOQQnaEQSwIZZNjsKJpGINfLpluW4wm4MFtkXN7ZQwmiIBBNpjjU3EFpho/f2bOZ1cX5uOZI4r4bMJtldu6chS17jaEbBm91tlLjz2R5Zva0Fb/TPJ1gM/n/Wd6b7fVs7w/Gopwd6ufWkioy7Y7Jz4Qp59PnaR79bkEQBDYGVrIxsPLXfSnXHVfzjC/0GZhrm2V52bgmSzsWT6xZ6PaLva4rPc/VQpYk7t2+nHu3L7/iY2i6QSyRojI/g0yPE0FgcuK/FBPjspplblpbyc7V5QyNRekdCjEYjBCJJ0mk0p6S2SRjt5jI9DrJzXCT7XMtyAMTBIFVFfms+uJ0J8NqMfHI7RtYW11IW98IiqLhd9tYWpJDXoZn0hiaZImHblrDyop8mrqGiCVTOKwWyvL8VBRkYF1I/e2Ua7FZTNy8voptK0pp6RmmbyTMaDiGomqIgoDDZiHT56Qkx0em13lVxDZBEDCbZO7Zvozd66voGgjSOxwiGImTTKnpTkaShMUk43ZYCHgc5Abc+N32Oc8rCAJ2s4k8n4eukTEGQlEKfB6yXDP7vM4wnHFFxSabsEgSyzOz8dts7OtsoyoQwCCttSnLElaPndP7z5NKqKy7cSnCLCuTeErhqWPn6BoJ8Y8funMy/LpQaFp65TCZrRYEZDk9aF03xlm8ApIkToZcJ96f1ttOFNA0HWMihyCkazpFUZhynPEQsiQiCEKabaddrDmd2H6h128A/bEIUSXFy20XsEgXb7UoCNT4M1mWuThtx/mQ0FRCyQQ9kRC/bDw7jRNsk02sy8kn054OSxjGtRTfu/bQxvU2DT3NHBWli/de1w107WKTdXH8u5+g78/2HRmGgaam9xFFEUkWMXQDTdORZHHa9un3NQwDRCm9nSSL6JqOOC6SbjCufqXr05Sp3ksIOOxU52QyGr36Hom/QRpJRUUQ4M6NSxccWpyAJIpk+1xkz2ForzVkWWJtdQFrL5M7FEWB2tKcRevMzgVBELBbzSwry2XZLOSb6wGH1Ux1UdaMmtQrgSyJLMvPpjonA8NgzvTDDMNpN5kYTcRJahp5ThfbCov5+bkzrMnO42B3J36bHTSD0/sb0TUdb4aL53/0Nvf/9k0zJqxYMsXBpg6qcgJU5y5etP3NV87y+ktnaW8dxOO1U1yayUc/fQMOp5UnfvYOdac6kE0SW29Ywi13rSIcivOLRw9w4XwfGVkulJTGuo3lrN1Uzi9/cpCGui56ukapXprHtp01bL+xhmefOMaJIy0YQF6+j/s+sJHCkgx6u0f55X8dpKt9GNkksWFLJXfevw5ZXrjh91qsnBns45eNdZOsrLiq0hEK8tmVG66p4TSLEnbZzIGeDprHRiYNZzCRIK6p/M32PZOGM5RKktSm99ODy4tOvFt48WeH6GoZIDgUZagvyKotldz3yR2YLDLH3jrPa08eY2wkitfv4IFP76RsaR6/+v4+rE4zd3xw83RDaBjUH2/nif94i2gkweaba7n7o9toPtfN9//uOf7ie5/ENKXA+/j+Rp747lsIokDtuhLefuEMf/bdR3j6h2+z6+7VXDjbRSySoHZdKb/6z338wf/94Huy5EYUBD61eS2dwTEcc7RG+g0WB0kU8TisM+ozf4P/f0EUhMmuXXNhxqf5LhdZDgeKlnavby+v4mR/L5976RncFgufX7sRiyQjjMePwUA2S7PKgqm6wUgkTmmmb7zL+eImmJtuXcHGrVX857dfZ8OWCjZuq8IwDJ594ijBkQh/+Bf3MRaM8e/ffJnq2nwG+8cYGgzz+39yN9Fwgn/9vy+RSKTIyHTx2793C+fOdPIf//IaX/3GB4G0Z7PlhmpuuWsVskniJ9/by8G3GyksyeDJn7+D1+fgo5/eCQKEgnEW05xeFAQ25RbSEwnztR23UO71IwgCb3W28kd7X6LEM79QxGLht9mp9GdQBfz19puxSDKGYfDvp47w5IU6AtaLOa6W4AhtoSD5zrS8X2dkbFJu8VIYhoGhdaJrHQgIiKZVCIJ9TqGEawFdN6g/0cHvfe0DCAJ872+fpaW+B5fXzhtPH2fPgxtYtr6U0aEwdqd1fB8dQ5s5oamKxvF956leVcSdH94yGRkxDNBUfcZ5X3vyGJt217L7fet47fGjjI1EgIterqGnIxETHutCoCgaB0+0MDQaRRQEMgNOVi1NK6y0dg3T1DbIhpXFeN12gqE4x860E08o5GZ5sFpkqkqzeXV/A7ftrAXg7aNNLK3Ixe+dn916qfDClUJRNRp6BjjfMwTAiqIcKnIz6BgKcqylG4/dikkSWVaYQ8Blp2c0xDsXOtlSVUS210U8pXDgfDuj0TjFmT4UVWNzVRFNfcMkFIXlRRc9k3hK4VhLFwNjUTLcDrx2K0vyszC/Bzx7r9PKQztXXxdVorkQHAzRdq4bq9NC1aoSxEV6uv8vYiwc50LnEAKQm+kmN8N9zRe3M76FCn+AP9y0nYxx76TI7eErW2/g6zfdyt/feCu3lFVgtZioWlmEKApEQ3E23LxsVkV7gXQooDcYJqlq12SllkqqnK/vZd2mCvwBJ6XlWeQXBqg71UEknCAzy43X56CkPIuSssx5u7uJokBBUZq5uve1czSd7yW/wI+m6Zw91cH6zRU4nBYcDgu5+b5FGQsB2FFQisdi4W/eeYuf1J/i+2eO8c8nDlHs9rItv+SKxj/XFbjNFu4uX8LZoX6+evBNft5whn8+cYjHzp9mR2Ep5b6L7DjN0Pnn4wf5jzPH+P6ZY/zw7HFynS4qfYFZj62lDiEgomsD6Gr9ZGnS/H/SohBMvk5Nez2B9Gf6xe3HsWRlEblFfgrKssgtCtB8roeB7iAmk0z50jxkk0Rmrhen56Kxn+3p0jSdWDRJdoEfq92M1TZ3PawggMfnoLdjGEM3WLG5AucCypIuB0EUyAq4aG4fZDgYJdPvRB5niT7/xlnePtpMY8sAum5wqr6T+uY+cjLdvHmokbePNpNSNH7x/PHJ4728r56ha9A0eAImUeITm9by7w/fwx211TOK1s919/PssQYCLjvZHuek2Pp3XzuMIIBJEvn3V99hMBTBMAyeP97AkeZODjR2pNnefUO8UddMQcDN4aZOnjxyNt2er7OfI01d0851rKWbA40dZLodnO3o48VTjaSuQy/PuTDbszzxfjSR4u2zrbN+fr1gtppweh20nOlkdCA0Ltigoyra5Pk1VZv1umf+zox0v+Upn6c0bVJM43pgtmvSNC2dOpvjmpXx3s1z/VHHx6uoF699agOA+tZ+orFkWr6wbYBESkXXL34+6zE1ffLeLAQzPE6bbKLI4532XpHbS5H74nuaqjHUM0pwMIxkkhjsGiW3eGaNlVmWKM3wUd87wH8dPMnHtq3BZjYtKCSY7oY+c2Wnjz8osmlK30qTNHlTBCFtKiVJxGo1IcyzQDMMOHGklZ/9cB/5RQE+88U9lFZkgQGjI1G+/tWnsVhN6LqB2Szz+d+/laqaha3gBUEg3+Xmz7fcxM8azvB441kEQWB9Tj4fX7YWzxyanJfDXF+rKAhsyy/maztu4ftnj/HouRM4zWY+tmwN769ejlU2oek6PquNDy9dRZnHzy8bzxJKJanyZfDZVRtnbboNIJnXkAp9DUEuQ7JsRFfrUKLfR5TLMNk/gK40oUS/j2S9Ccm0CjXxEggyguBAtj2AGv1R+hrNyxHN21DCf4fZ/UfjR9fQEi+hq+eQ7R9HkNLP0UTHHUEASZLQNQ0Mg6N7G2ht6EWSRKKRBKu2VPDIH9wBkO4PqxvTl4Pj2uGzPXK6pqOmtMlQrSAIfOBzN/Hizw7x9S//jFgkSXAkTW+fyG1OGHpYeNcKWRJZUp7DkdMd5Ga5qSxJl271D4Xo7Bnljl3LaGwbYPmSPCCtipWX7aGmIofWzqGL12sY1yWcLooCNTmZ1OTM/A3rhsG5rgF8ThtVuRlAWnB8KByle3iMv3z/zQjAzw6cAmA4EuNkey+f3LWevfWtjEbjiIKIKAjket2sKYXG3osNJKY+z6quc6FvkNqCLLYtKUEUBQ43XV07ssUimkjxvWfe4Y2TTVhNEh+8eS23baqhbzTM80fq2XumlbPtfQhAltfFnjVpRaDrBbvLRmFVDm31XSRiScaGw/zyWy/h8NjZfs9aupsHOLm3nuhYjA/+z7s4f6yFylXFnN7fyMrtSybbPWqGwZttLZztH2AgFuXTa9Zxur+PjtAYWXYH71tae0XNDOaDYRjsf7uRjEwXo6NRfD4HhgEHDlzAajFx731raWnu5/HHj7JmTQk7d9Vw8MAFBofCZGa6KS/PoqdnlKVL8zl5sp2VK4t55pnjyLLEcCqJO8NBtt/FllWlPPbyCcyyhCxL3Lm9lr//4WtkB1xsW11GLJ7iP544gNNu5cYNlTR1DlGQ5aVncIy8TDfxpMqhM21YLSY+eNvaBUU3rkidWNcNBnuCyGaZ3JIMnJ7Zqe4Oi5mbaitoGhjmP/ce40hLF9W5mTgspstOOlurSthSOVNqymoxUVyayZkTHSxdXkg0kqC7c5gdN9bQ3TUyfePLnERRVI4fbmHjtiruuG8tyYRCKqlis5tZv6mC1etL2byjmrbmAX703Tfx+BZG6Z+AKAgUub38wYbtwPZF7XslkESRlVm5fPPGO2f9XBZFfnftlsnXd1cslF0sIZqWIMpLEAQfoikP3bQWybIVQcxEsmSipfYjW+/C0AcQpRwky42oiWfQUocwBAHJtA4EG6BgGFNrrTQw4si2BxGlixN3S0Mvo0MRBAH6ukZYs70Kb8DJ5puXc8/HtpKZ6+Xx772FxWpGlEUQBJrPdTPYE8QTSLPgbHO0hZtAaDTGhTNdVK0oJJlQ8Pgd2BwWdt2zhnsf2UFzXTf/8X+eQRQFYpEEodEogz1BkgmFkcEw1sscfz4YhsHL++rZuamSpVW5HD7dxmgozqqlBYSjCV55u57OniABvwNBSLeB6u0fIyvDRSKhXHX7pMXAZjbx0qlGRiIxhiMxPDYrH9mxBkFI67fKkkgsqWAA++rb2FBRSFm2n/3n22gfHGVJfhabqop4cfwYsihOakL3jIZIKEo6lUM6txRJpFA1nXA8ibLAcPi1wt6Tzfz45aOTr7/z9EFKcwPpUoZMH7m+ITbXFGMYcK6jn7frWnnf9hXzHPFawuDM/kYy832ULC0ABCxWE8s2VXJ6/3kM3UBJqmiqjpJULpIhgbiiMBpP8EBtLU811NMXiTAQjbIyOwezJBFXVZzma9/+T1E0VGVcpSml0dzcT0lJBh6PHUVRWb6iiJOnOtl141JCoTjBsRg1NfmYTBLxWIpUUh33QjXq67tx2C1kFXgJtfezrDwHs0mmq3+Ukjw/q6sL2HeiGd0wyMv0sKwil2y/i1ON3WQH3JQXZCCQrvdUNA1F1UikVBrbBygvyMDtsBKLpzC7Lh9luqJfn2EYaIpGJBRjqHcUTdUorJxJdDHLEneuXkL78CgvnGrkTGcfZzr7ZjniTDgsllkNpyAK7NyzjMd/cpB//caL6LpB7coiqmryZhrOcaiqzpGDTbz6/CnUKc1hZVli2cpC9r1Rzz///QtYbSZuunUFNcvyuev+dTz75FGOH25B03VuuWs1GZnXvj2WYRgEkwl6o2EG4tE5PcqYotAVHqM9FJymAvJuwNDHQDCjK8cRTStB8GMYQebyf3WtF0G9gKFHkMwFaMl9aBwDRERTOYY2gJY8iChXjB+/H0PrxJCyEYR0zlIUBR779muMjUTJzPNSuaIQs1mmemUhT3xvL4ZuYHNauOGOVciyhNks4/baef6nhxjuD7Fh1xI27a7l5//2GicPXKClvoeje89TvaKQ2x7ehCCA2+/g/KkOXnvyGC6vjY/83i2MDkZ4+odvEwnFiUUSbLt1BYIg4nTbOfhyHV0tA1StLOTFn7/DtlsXVtqgajpHT7dz9Ew7t4/nKUeCUVrah7jthlr8Hgc5mW5Oneti46oSorEUY+EEFotMbWU6/2c2ybzydj2jYzHcTivZGe8OO1MUBNaU5jMUihKKJ8lyOVhVmk+ez83mqmK++cJ+sj1ODMMgFEvS2DvIXWtrcNssFGf6ONPRT3l2gGgiRSiWQNV0No+z6wXSer7ffe0I4XiCz9+yhTWl+Tx++CzffGE/8ZQya/H59cTZ1unzUzSRor1/hOXltVjMMg2dA2yrTUvguWwWmnqGZjvMNcVg1wiRsTQ7OrPAz/E3ztHXMcyqHTVUrynh8MunCQ6GEAQIjUZoOt1Bb9sQtilKbrKY9vobBgfpHAuxo7iElK5xfmiI1uAoSwKLJ28uBKmUSsP5XhRFIyfHi8tlpa11kP7+EPn5O/B6L27rcJhJJBRaWgbo7QmyfUcVrW2DeH0OEgmFiopsjh5pJRxP0tDai9drp2cwxE0bKielVs0miVgihaJqROMpGloHyMl08c7ZdnoGx1i3tJBkSqG+pZ9QNEFZQQZ2q5mWriG6BoKU5G0HFtA20riC4LZhGETGYgx2j6Kk1HQ4YYpCz6XbhhNJTnf28fb5NrpGxkgo6gzR3Etxz5ql3L1mKZFwYho5aPL8kQTRcAJRFHF77VgsMvFYClXVcLlsCKJAaCyGJInYHRYi4QShsRi6blBYnDF5HFXVCAXjpFIqsizh9tjGw7M6Y8E4yUQK2STj9dmvS+mBbhj8sO44Pzl3ioiSxG+18fwDH5+x3d6uVv7m0FuEU0liqsIrDz5CwLY4D/hKkM5LRtGUU2CMIcorEEQ7Wuo4knk9gujBMFSU8NcxOX8HQx9AS+5HlHIR5EoEKR9Da0fXehDlKgQxE105ChgIUh5gRo0/hiDmIltvRhBdPPPjAwz3j3HL+zciCAJOjw2HK91aKZlQCI1G0VQdh8uKw51+PxZOt0JKJhRSCQXH+D4D3UGe+dHb5BQFWLujGpvDgjfgRFU0wmMxzGaZSCiBySzhy3Shawah0SippIIoibh9DkxmmVgkkV79ajpWu4VYJIHH78A8LqR9uXsYiSWJRJO4XTbsVlPao4ok8Lrtaa5APImuGdhsZkLhOElFRZZEPC4bsiQxPBpBliUSSQW7zYzbufBWU1cL3TAIx5PEkqlJZqlZkoinVMZicWRJ4m9+9TqP7NpAns+Fy2bBJEnEUwpJRcVlsxCKJYin1HTbPocNq0lOF6trGklVQ9V0ssdrI8diCZKKSkPPIHWd/Xx851qc1uvT8eRS/PMT+/jB80cmX3udNv7owzexe11V+juLJSY1VZOKiqJqOOcokr8WMAyDMwcuoKQUqteUYrWbaT7TiZJUKVtWgCCKNBxpxmQxUbmqmIHOYUYHQ0iSSM368kkykWEYDESjNI+OcKirkwdqajFLEs2jIxS43RR7rl1rrqnX/vprdaQUjdxcL0uW5KKqOi0tg1itJsrL0+Ujjz66n/vvX4/DYWFoKExHxzD5eT7s469HR6Pk5XnJHu+VPDYWx+mzMRKJU5DlwWm3EI0l8XscDIxGyPa7uNAxyFAwSpbfSVl+gJbuYVKKRmVRBiOhGCNjMVTNYFl5DomUSnPXEA6bmcrCjFn5OpfiigznxE2ZdqAFTB6LRSqpcuJoKy8+fYLb7l49aTivFM0X+vjZD97mj7/6vutJCl0UZrsvs93LhW53PTDbuXXlBKJcgiD60dVm1PhzmJyfwdBHMdRWRPNawDxZEzv1mmcczwgBJhBsCAI88+MDBIfCPPT53Zjm6GqzmGs/dbAJh8tKxbKCX2vpSN9gCItZxut+d1qEvVswDIPf//FzfOamDSzJv3aSjUeaOnmnqfNdNZzn2vr54+88R/9IGEkUWFtdyB9/ZDfZftfkc/tufneGYaAqGk2n2imsysWxSLLapaVZAC81N7EmN49Mu33W7a4VDMPg1KkOfF4HRcWzEw97eoK8+cY57rt/HXa7ZV47MevccR2wIFGPKzWc7waikQSvv3wWJaWyaVsVeQVXpyU7OhLl3JlOtuxY8p4xnP99MalKgWGogAaYESbYOIhXXLLSVNdFIpaiZk3JvN0nFnylv4YJbzacb+nH6bCQl+X5tV/LtYRhGLxR18LK4lwCl+lwsRj0joboGQ2zvCjnXStH0XSd0009XOgaQpZE1lQVULKIfpjXA9f6+b2ebdqmIs0AHhcqmaOWT9N0NE3HZJrZau29jPe04fwNfoPf4Df4DX6D9xr+PzvsYd9aF+RUAAAAAElFTkSuQmCC" id=image917fd55e03 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=pe7b0d8cfeb><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8205560607661378323bottom--8205560607661378323characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8205560607661378323unicode--8205560607661378323characters aria-controls=-8205560607661378323unicode--8205560607661378323characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-8205560607661378323unicode--8205560607661378323categories aria-controls=-8205560607661378323unicode--8205560607661378323categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-8205560607661378323unicode--8205560607661378323scripts aria-controls=-8205560607661378323unicode--8205560607661378323scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-8205560607661378323unicode--8205560607661378323blocks aria-controls=-8205560607661378323unicode--8205560607661378323blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8205560607661378323unicode--8205560607661378323characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=a> a </td><td>1576</td><td><div class=bar style=width:25.0%> &nbsp; </div> 9.1% </td></tr><tr class><td title=e> e </td><td>1546</td><td><div class=bar style=width:24.5%> &nbsp; </div> 8.9% </td></tr><tr class><td title=" "></td><td>1352</td><td><div class=bar style=width:21.4%> &nbsp; </div> 7.8% </td></tr><tr class><td title=r> r </td><td>1266</td><td><div class=bar style=width:20.1%> &nbsp; </div> 7.3% </td></tr><tr class><td title=i> i </td><td>1173</td><td><div class=bar style=width:18.6%> &nbsp; </div> 6.7% </td></tr><tr class><td title=n> n </td><td>1096</td><td><div class=bar style=width:17.4%> &nbsp; </div> 6.3% </td></tr><tr class><td title=l> l </td><td>1037</td><td><div class=bar style=width:16.4%> &nbsp; </div> 6.0% </td></tr><tr class><td title=o> o </td><td>821</td><td><div class=bar style=width:13.0%> &nbsp; </div> 4.7% </td></tr><tr class><td title=s> s </td><td>631</td><td><div class=bar style=width:10.0%> &nbsp; </div> 3.6% </td></tr><tr class><td title=t> t </td><td>594</td><td><div class=bar style=width:9.4%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (49)"> Other values (49) </td><td>6312</td><td><div class=bar style=width:100.0%> 36.3% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8205560607661378323unicode--8205560607661378323categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>12815</td><td><div class=bar style=width:100.0%> 73.6% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>2644</td><td><div class=bar style=width:20.6%> &nbsp; </div> 15.2% </td></tr><tr class><td title="Space Separator"> Space Separator </td><td>1352</td><td><div class=bar style=width:10.6%> &nbsp; </div> 7.8% </td></tr><tr class><td title="Close Punctuation"> Close Punctuation </td><td>220</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.3% </td></tr><tr class><td title="Open Punctuation"> Open Punctuation </td><td>220</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.3% </td></tr><tr class><td title="Other Punctuation"> Other Punctuation </td><td>151</td><td><div class=bar style=width:1.2%> &nbsp; </div> 0.9% </td></tr><tr class><td title="Dash Punctuation"> Dash Punctuation </td><td>2</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=a> a </td><td>1576</td><td><div class=bar style=width:61.9%> 12.3% </div></td></tr><tr class><td title=e> e </td><td>1546</td><td><div class=bar style=width:60.8%> 12.1% </div></td></tr><tr class><td title=r> r </td><td>1266</td><td><div class=bar style=width:49.8%> 9.9% </div></td></tr><tr class><td title=i> i </td><td>1173</td><td><div class=bar style=width:46.1%> 9.2% </div></td></tr><tr class><td title=n> n </td><td>1096</td><td><div class=bar style=width:43.1%> 8.6% </div></td></tr><tr class><td title=l> l </td><td>1037</td><td><div class=bar style=width:40.8%> 8.1% </div></td></tr><tr class><td title=o> o </td><td>821</td><td><div class=bar style=width:32.3%> &nbsp; </div> 6.4% </td></tr><tr class><td title=s> s </td><td>631</td><td><div class=bar style=width:24.8%> &nbsp; </div> 4.9% </td></tr><tr class><td title=t> t </td><td>594</td><td><div class=bar style=width:23.3%> &nbsp; </div> 4.6% </td></tr><tr class><td title=h> h </td><td>531</td><td><div class=bar style=width:20.9%> &nbsp; </div> 4.1% </td></tr><tr class=other><td title="Other values (16)"> Other values (16) </td><td>2544</td><td><div class=bar style=width:100.0%> 19.9% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=J> J </td><td>281</td><td><div class=bar style=width:35.7%> &nbsp; </div> 10.6% </td></tr><tr class><td title=A> A </td><td>274</td><td><div class=bar style=width:34.8%> &nbsp; </div> 10.4% </td></tr><tr class><td title=M> M </td><td>244</td><td><div class=bar style=width:31.0%> &nbsp; </div> 9.2% </td></tr><tr class><td title=E> E </td><td>238</td><td><div class=bar style=width:30.2%> &nbsp; </div> 9.0% </td></tr><tr class><td title=H> H </td><td>183</td><td><div class=bar style=width:23.3%> &nbsp; </div> 6.9% </td></tr><tr class><td title=W> W </td><td>152</td><td><div class=bar style=width:19.3%> &nbsp; </div> 5.7% </td></tr><tr class><td title=C> C </td><td>136</td><td><div class=bar style=width:17.3%> &nbsp; </div> 5.1% </td></tr><tr class><td title=S> S </td><td>127</td><td><div class=bar style=width:16.1%> &nbsp; </div> 4.8% </td></tr><tr class><td title=L> L </td><td>116</td><td><div class=bar style=width:14.7%> &nbsp; </div> 4.4% </td></tr><tr class><td title=F> F </td><td>106</td><td><div class=bar style=width:13.5%> &nbsp; </div> 4.0% </td></tr><tr class=other><td title="Other values (15)"> Other values (15) </td><td>787</td><td><div class=bar style=width:100.0%> 29.8% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title='"'> &#34; </td><td>148</td><td><div class=bar style=width:100.0%> 98.0% </div></td></tr><tr class><td title=/ > / </td><td>1</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.7% </td></tr><tr class><td title="'"> &#39; </td><td>1</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.7% </td></tr><tr class><td title=.> . </td><td>1</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.7% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1352</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Close Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=)> ) </td><td>220</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Open Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(> ( </td><td>220</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Dash Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=-> - </td><td>2</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8205560607661378323unicode--8205560607661378323scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>15459</td><td><div class=bar style=width:100.0%> 88.8% </div></td></tr><tr class><td title=Common> Common </td><td>1945</td><td><div class=bar style=width:12.6%> &nbsp; </div> 11.2% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=a> a </td><td>1576</td><td><div class=bar style=width:30.4%> &nbsp; </div> 10.2% </td></tr><tr class><td title=e> e </td><td>1546</td><td><div class=bar style=width:29.8%> &nbsp; </div> 10.0% </td></tr><tr class><td title=r> r </td><td>1266</td><td><div class=bar style=width:24.4%> &nbsp; </div> 8.2% </td></tr><tr class><td title=i> i </td><td>1173</td><td><div class=bar style=width:22.6%> &nbsp; </div> 7.6% </td></tr><tr class><td title=n> n </td><td>1096</td><td><div class=bar style=width:21.1%> &nbsp; </div> 7.1% </td></tr><tr class><td title=l> l </td><td>1037</td><td><div class=bar style=width:20.0%> &nbsp; </div> 6.7% </td></tr><tr class><td title=o> o </td><td>821</td><td><div class=bar style=width:15.8%> &nbsp; </div> 5.3% </td></tr><tr class><td title=s> s </td><td>631</td><td><div class=bar style=width:12.2%> &nbsp; </div> 4.1% </td></tr><tr class><td title=t> t </td><td>594</td><td><div class=bar style=width:11.4%> &nbsp; </div> 3.8% </td></tr><tr class><td title=h> h </td><td>531</td><td><div class=bar style=width:10.2%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (41)"> Other values (41) </td><td>5188</td><td><div class=bar style=width:100.0%> 33.6% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1352</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title=)> ) </td><td>220</td><td><div class=bar style=width:16.3%> &nbsp; </div> 11.3% </td></tr><tr class><td title=(> ( </td><td>220</td><td><div class=bar style=width:16.3%> &nbsp; </div> 11.3% </td></tr><tr class><td title='"'> &#34; </td><td>148</td><td><div class=bar style=width:10.9%> &nbsp; </div> 7.6% </td></tr><tr class><td title=-> - </td><td>2</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=/ > / </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="'"> &#39; </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=.> . </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8205560607661378323unicode--8205560607661378323blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>17404</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=a> a </td><td>1576</td><td><div class=bar style=width:25.0%> &nbsp; </div> 9.1% </td></tr><tr class><td title=e> e </td><td>1546</td><td><div class=bar style=width:24.5%> &nbsp; </div> 8.9% </td></tr><tr class><td title=" "></td><td>1352</td><td><div class=bar style=width:21.4%> &nbsp; </div> 7.8% </td></tr><tr class><td title=r> r </td><td>1266</td><td><div class=bar style=width:20.1%> &nbsp; </div> 7.3% </td></tr><tr class><td title=i> i </td><td>1173</td><td><div class=bar style=width:18.6%> &nbsp; </div> 6.7% </td></tr><tr class><td title=n> n </td><td>1096</td><td><div class=bar style=width:17.4%> &nbsp; </div> 6.3% </td></tr><tr class><td title=l> l </td><td>1037</td><td><div class=bar style=width:16.4%> &nbsp; </div> 6.0% </td></tr><tr class><td title=o> o </td><td>821</td><td><div class=bar style=width:13.0%> &nbsp; </div> 4.7% </td></tr><tr class><td title=s> s </td><td>631</td><td><div class=bar style=width:10.0%> &nbsp; </div> 3.6% </td></tr><tr class><td title=t> t </td><td>594</td><td><div class=bar style=width:9.4%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (49)"> Other values (49) </td><td>6312</td><td><div class=bar style=width:100.0%> 36.3% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-5870107728242281638></a><div class=variable><div class=col-sm-12><p class=h4 title=salutation><a href=#pp_var_-5870107728242281638>salutation</a><br><small>Categorical</small></p><p><code>IMBALANCE</code>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">18</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">1.4%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> Mr </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 745&nbsp; </div></td></tr><tr class><th width=10%> Miss </th><td width=10%><div class=bar style=width:33.8% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 252&nbsp; </div></td></tr><tr class><th width=10%> Mrs </th><td width=10%><div class=bar style=width:26.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 195&nbsp; </div></td></tr><tr class><th width=10%> Master </th><td width=10%><div class=bar style=width:8.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 61 </td></tr><tr class><th width=10%> Rev </th><td width=10%><div class=bar style=width:1.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 8 </td></tr><tr class=other><th width=10%> Other values (13) </th><td width=10%><div class=bar style=width:3.5% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 26 </td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--5870107728242281638, #minifreqtable-5870107728242281638" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--5870107728242281638 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-5870107728242281638bottom--5870107728242281638overview aria-controls=-5870107728242281638bottom--5870107728242281638overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-5870107728242281638bottom--5870107728242281638string aria-controls=-5870107728242281638bottom--5870107728242281638string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-5870107728242281638bottom--5870107728242281638word aria-controls=-5870107728242281638bottom--5870107728242281638word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-5870107728242281638bottom--5870107728242281638characters aria-controls=-5870107728242281638bottom--5870107728242281638characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-5870107728242281638bottom--5870107728242281638overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">12</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">2.7692308</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">2</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">3564</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">26</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">3 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">8 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.6%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">Miss</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">Master</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">Miss</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">Mr</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">Mrs</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-5870107728242281638bottom--5870107728242281638string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Mr> Mr </td><td>745</td><td><div class=bar style=width:100.0%> 57.9% </div></td></tr><tr class><td title=Miss> Miss </td><td>252</td><td><div class=bar style=width:33.8%> &nbsp; </div> 19.6% </td></tr><tr class><td title=Mrs> Mrs </td><td>195</td><td><div class=bar style=width:26.2%> &nbsp; </div> 15.2% </td></tr><tr class><td title=Master> Master </td><td>61</td><td><div class=bar style=width:8.2%> &nbsp; </div> 4.7% </td></tr><tr class><td title=Rev> Rev </td><td>8</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.6% </td></tr><tr class><td title=Dr> Dr </td><td>8</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.6% </td></tr><tr class><td title=Col> Col </td><td>4</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.3% </td></tr><tr class><td title=Ms> Ms </td><td>2</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.2% </td></tr><tr class><td title=Major> Major </td><td>2</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.2% </td></tr><tr class><td title=Mlle> Mlle </td><td>2</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (8)"> Other values (8) </td><td>8</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.6% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:17.929060</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 178.599179 \n",
|
|
"L 493.2 178.599179 \n",
|
|
"L 493.2 12.585078 \n",
|
|
"L 61.39 12.585078 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(80.719417 198.971052) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(159.230326 198.971052) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(237.741235 198.971052) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(316.252144 198.971052) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(392.51357 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(471.024479 203.470019) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_7><g style="fill: #262626" transform="translate(44.5275 182.398397) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_8><g style="fill: #262626" transform="translate(31.8025 149.629762) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_9><g style="fill: #262626" transform="translate(31.8025 116.861126) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_10><g style="fill: #262626" transform="translate(31.8025 84.09249) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_11><g style="fill: #262626" transform="translate(31.8025 51.323854) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_12><g style="fill: #262626" transform="translate(25.44 18.555219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_13><g style="fill: #262626" transform="translate(19.152344 124.004784) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 178.599179 \n",
|
|
"L 137.096948 178.599179 \n",
|
|
"L 137.096948 20.490511 \n",
|
|
"L 81.017727 20.490511 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p54e0e0abfc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 137.096948 178.599179 \n",
|
|
"L 193.176169 178.599179 \n",
|
|
"L 193.176169 136.491482 \n",
|
|
"L 137.096948 136.491482 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p54e0e0abfc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 193.176169 178.599179 \n",
|
|
"L 249.25539 178.599179 \n",
|
|
"L 249.25539 168.277058 \n",
|
|
"L 193.176169 168.277058 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p54e0e0abfc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 249.25539 178.599179 \n",
|
|
"L 305.33461 178.599179 \n",
|
|
"L 305.33461 178.599179 \n",
|
|
"L 249.25539 178.599179 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p54e0e0abfc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 305.33461 178.599179 \n",
|
|
"L 361.413831 178.599179 \n",
|
|
"L 361.413831 178.435335 \n",
|
|
"L 305.33461 178.435335 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p54e0e0abfc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 361.413831 178.599179 \n",
|
|
"L 417.493052 178.599179 \n",
|
|
"L 417.493052 178.599179 \n",
|
|
"L 361.413831 178.599179 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p54e0e0abfc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 417.493052 178.599179 \n",
|
|
"L 473.572273 178.599179 \n",
|
|
"L 473.572273 178.435335 \n",
|
|
"L 417.493052 178.435335 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p54e0e0abfc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 61.39 178.599179 \n",
|
|
"L 61.39 12.585078 \n",
|
|
"" style="fill: none"/></g><g id=patch_11><path d="M 493.2 178.599179 \n",
|
|
"L 493.2 12.585078 \n",
|
|
"" style="fill: none"/></g><g id=patch_12><path d="M 61.39 178.599179 \n",
|
|
"L 493.2 178.599179 \n",
|
|
"" style="fill: none"/></g><g id=patch_13><path d="M 61.39 12.585078 \n",
|
|
"L 493.2 12.585078 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p54e0e0abfc><rect x=61.39 y=12.585078 width=431.81 height=166.014101 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-5870107728242281638bottom--5870107728242281638word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=mr> mr </td><td>745</td><td><div class=bar style=width:100.0%> 57.8% </div></td></tr><tr class><td title=miss> miss </td><td>252</td><td><div class=bar style=width:33.8%> &nbsp; </div> 19.6% </td></tr><tr class><td title=mrs> mrs </td><td>195</td><td><div class=bar style=width:26.2%> &nbsp; </div> 15.1% </td></tr><tr class><td title=master> master </td><td>61</td><td><div class=bar style=width:8.2%> &nbsp; </div> 4.7% </td></tr><tr class><td title=rev> rev </td><td>8</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.6% </td></tr><tr class><td title=dr> dr </td><td>8</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.6% </td></tr><tr class><td title=col> col </td><td>4</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.3% </td></tr><tr class><td title=major> major </td><td>2</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.2% </td></tr><tr class><td title=mlle> mlle </td><td>2</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.2% </td></tr><tr class><td title=ms> ms </td><td>2</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (9)"> Other values (9) </td><td>9</td><td><div class=bar style=width:1.2%> &nbsp; </div> 0.7% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-5870107728242281638bottom--5870107728242281638characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-5870107728242281638unicode--5870107728242281638characters aria-controls=-5870107728242281638unicode--5870107728242281638characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-5870107728242281638unicode--5870107728242281638categories aria-controls=-5870107728242281638unicode--5870107728242281638categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-5870107728242281638unicode--5870107728242281638scripts aria-controls=-5870107728242281638unicode--5870107728242281638scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-5870107728242281638unicode--5870107728242281638blocks aria-controls=-5870107728242281638unicode--5870107728242281638blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-5870107728242281638unicode--5870107728242281638characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=M> M </td><td>1260</td><td><div class=bar style=width:100.0%> 35.4% </div></td></tr><tr class><td title=r> r </td><td>1013</td><td><div class=bar style=width:80.4%> 28.4% </div></td></tr><tr class><td title=s> s </td><td>764</td><td><div class=bar style=width:60.6%> 21.4% </div></td></tr><tr class><td title=i> i </td><td>253</td><td><div class=bar style=width:20.1%> &nbsp; </div> 7.1% </td></tr><tr class><td title=e> e </td><td>76</td><td><div class=bar style=width:6.0%> &nbsp; </div> 2.1% </td></tr><tr class><td title=a> a </td><td>66</td><td><div class=bar style=width:5.2%> &nbsp; </div> 1.9% </td></tr><tr class><td title=t> t </td><td>64</td><td><div class=bar style=width:5.1%> &nbsp; </div> 1.8% </td></tr><tr class><td title=D> D </td><td>10</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.3% </td></tr><tr class><td title=o> o </td><td>10</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.3% </td></tr><tr class><td title=R> R </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (16)"> Other values (16) </td><td>40</td><td><div class=bar style=width:3.2%> &nbsp; </div> 1.1% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-5870107728242281638unicode--5870107728242281638categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>2276</td><td><div class=bar style=width:100.0%> 63.9% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>1287</td><td><div class=bar style=width:56.5%> 36.1% </div></td></tr><tr class><td title="Space Separator"> Space Separator </td><td>1</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=r> r </td><td>1013</td><td><div class=bar style=width:100.0%> 44.5% </div></td></tr><tr class><td title=s> s </td><td>764</td><td><div class=bar style=width:75.4%> 33.6% </div></td></tr><tr class><td title=i> i </td><td>253</td><td><div class=bar style=width:25.0%> &nbsp; </div> 11.1% </td></tr><tr class><td title=e> e </td><td>76</td><td><div class=bar style=width:7.5%> &nbsp; </div> 3.3% </td></tr><tr class><td title=a> a </td><td>66</td><td><div class=bar style=width:6.5%> &nbsp; </div> 2.9% </td></tr><tr class><td title=t> t </td><td>64</td><td><div class=bar style=width:6.3%> &nbsp; </div> 2.8% </td></tr><tr class><td title=o> o </td><td>10</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.4% </td></tr><tr class><td title=v> v </td><td>8</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.4% </td></tr><tr class><td title=l> l </td><td>8</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.4% </td></tr><tr class><td title=n> n </td><td>4</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (8)"> Other values (8) </td><td>10</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.4% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=M> M </td><td>1260</td><td><div class=bar style=width:100.0%> 97.9% </div></td></tr><tr class><td title=D> D </td><td>10</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.8% </td></tr><tr class><td title=R> R </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.6% </td></tr><tr class><td title=C> C </td><td>6</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=S> S </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=J> J </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=L> L </td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-5870107728242281638unicode--5870107728242281638scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>3563</td><td><div class=bar style=width:100.0%> > 99.9% </div></td></tr><tr class><td title=Common> Common </td><td>1</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=M> M </td><td>1260</td><td><div class=bar style=width:100.0%> 35.4% </div></td></tr><tr class><td title=r> r </td><td>1013</td><td><div class=bar style=width:80.4%> 28.4% </div></td></tr><tr class><td title=s> s </td><td>764</td><td><div class=bar style=width:60.6%> 21.4% </div></td></tr><tr class><td title=i> i </td><td>253</td><td><div class=bar style=width:20.1%> &nbsp; </div> 7.1% </td></tr><tr class><td title=e> e </td><td>76</td><td><div class=bar style=width:6.0%> &nbsp; </div> 2.1% </td></tr><tr class><td title=a> a </td><td>66</td><td><div class=bar style=width:5.2%> &nbsp; </div> 1.9% </td></tr><tr class><td title=t> t </td><td>64</td><td><div class=bar style=width:5.1%> &nbsp; </div> 1.8% </td></tr><tr class><td title=D> D </td><td>10</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.3% </td></tr><tr class><td title=o> o </td><td>10</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.3% </td></tr><tr class><td title=R> R </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (15)"> Other values (15) </td><td>39</td><td><div class=bar style=width:3.1%> &nbsp; </div> 1.1% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-5870107728242281638unicode--5870107728242281638blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>3564</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=M> M </td><td>1260</td><td><div class=bar style=width:100.0%> 35.4% </div></td></tr><tr class><td title=r> r </td><td>1013</td><td><div class=bar style=width:80.4%> 28.4% </div></td></tr><tr class><td title=s> s </td><td>764</td><td><div class=bar style=width:60.6%> 21.4% </div></td></tr><tr class><td title=i> i </td><td>253</td><td><div class=bar style=width:20.1%> &nbsp; </div> 7.1% </td></tr><tr class><td title=e> e </td><td>76</td><td><div class=bar style=width:6.0%> &nbsp; </div> 2.1% </td></tr><tr class><td title=a> a </td><td>66</td><td><div class=bar style=width:5.2%> &nbsp; </div> 1.9% </td></tr><tr class><td title=t> t </td><td>64</td><td><div class=bar style=width:5.1%> &nbsp; </div> 1.8% </td></tr><tr class><td title=D> D </td><td>10</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.3% </td></tr><tr class><td title=o> o </td><td>10</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.3% </td></tr><tr class><td title=R> R </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (16)"> Other values (16) </td><td>40</td><td><div class=bar style=width:3.2%> &nbsp; </div> 1.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-6947348651109683899></a><div class=variable><div class=col-sm-12><p class=h4 title=last_name><a href=#pp_var_-6947348651109683899>last_name</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">855</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">66.4%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.086442</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p84951532b3)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=imagee332851d5f x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p84951532b3><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--6947348651109683899, #minifreqtable-6947348651109683899" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--6947348651109683899 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-6947348651109683899bottom--6947348651109683899overview aria-controls=-6947348651109683899bottom--6947348651109683899overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-6947348651109683899bottom--6947348651109683899word aria-controls=-6947348651109683899bottom--6947348651109683899word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-6947348651109683899bottom--6947348651109683899characters aria-controls=-6947348651109683899bottom--6947348651109683899characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-6947348651109683899bottom--6947348651109683899overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">22</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">19</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">6.8469308</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">3</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">8812</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">54</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">5 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">618 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">48.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">Allen</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">Allison</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">Allison</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">Allison</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">Allison</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6947348651109683899bottom--6947348651109683899word><div class=col-sm-6><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=sage> sage </td><td>11</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=andersson> andersson </td><td>11</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=goodwin> goodwin </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.6% </td></tr><tr class><td title=asplund> asplund </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.6% </td></tr><tr class><td title=y> y </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.6% </td></tr><tr class><td title=van> van </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.6% </td></tr><tr class><td title=davies> davies </td><td>7</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=rice> rice </td><td>6</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=panula> panula </td><td>6</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=ford> ford </td><td>6</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=other><td title="Other values (860)"> Other values (860) </td><td>1253</td><td><div class=bar style=width:100.0%> 94.1% </div></td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.366281</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p0aebf0a30d)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=imagec1d9195b64 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p0aebf0a30d><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6947348651109683899bottom--6947348651109683899characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-6947348651109683899unicode--6947348651109683899characters aria-controls=-6947348651109683899unicode--6947348651109683899characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-6947348651109683899unicode--6947348651109683899categories aria-controls=-6947348651109683899unicode--6947348651109683899categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-6947348651109683899unicode--6947348651109683899scripts aria-controls=-6947348651109683899unicode--6947348651109683899scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-6947348651109683899unicode--6947348651109683899blocks aria-controls=-6947348651109683899unicode--6947348651109683899blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-6947348651109683899unicode--6947348651109683899characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>861</td><td><div class=bar style=width:27.4%> &nbsp; </div> 9.8% </td></tr><tr class><td title=n> n </td><td>775</td><td><div class=bar style=width:24.7%> &nbsp; </div> 8.8% </td></tr><tr class><td title=a> a </td><td>767</td><td><div class=bar style=width:24.4%> &nbsp; </div> 8.7% </td></tr><tr class><td title=o> o </td><td>623</td><td><div class=bar style=width:19.8%> &nbsp; </div> 7.1% </td></tr><tr class><td title=r> r </td><td>611</td><td><div class=bar style=width:19.4%> &nbsp; </div> 6.9% </td></tr><tr class><td title=l> l </td><td>522</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.9% </td></tr><tr class><td title=s> s </td><td>495</td><td><div class=bar style=width:15.7%> &nbsp; </div> 5.6% </td></tr><tr class><td title=i> i </td><td>479</td><td><div class=bar style=width:15.2%> &nbsp; </div> 5.4% </td></tr><tr class><td title=t> t </td><td>296</td><td><div class=bar style=width:9.4%> &nbsp; </div> 3.4% </td></tr><tr class><td title=d> d </td><td>239</td><td><div class=bar style=width:7.6%> &nbsp; </div> 2.7% </td></tr><tr class=other><td title="Other values (44)"> Other values (44) </td><td>3144</td><td><div class=bar style=width:100.0%> 35.7% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6947348651109683899unicode--6947348651109683899categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>7376</td><td><div class=bar style=width:100.0%> 83.7% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>1362</td><td><div class=bar style=width:18.5%> &nbsp; </div> 15.5% </td></tr><tr class><td title="Space Separator"> Space Separator </td><td>45</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title="Dash Punctuation"> Dash Punctuation </td><td>17</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title="Other Punctuation"> Other Punctuation </td><td>12</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.1% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>861</td><td><div class=bar style=width:50.4%> 11.7% </div></td></tr><tr class><td title=n> n </td><td>775</td><td><div class=bar style=width:45.4%> 10.5% </div></td></tr><tr class><td title=a> a </td><td>767</td><td><div class=bar style=width:44.9%> 10.4% </div></td></tr><tr class><td title=o> o </td><td>623</td><td><div class=bar style=width:36.5%> &nbsp; </div> 8.4% </td></tr><tr class><td title=r> r </td><td>611</td><td><div class=bar style=width:35.8%> &nbsp; </div> 8.3% </td></tr><tr class><td title=l> l </td><td>522</td><td><div class=bar style=width:30.6%> &nbsp; </div> 7.1% </td></tr><tr class><td title=s> s </td><td>495</td><td><div class=bar style=width:29.0%> &nbsp; </div> 6.7% </td></tr><tr class><td title=i> i </td><td>479</td><td><div class=bar style=width:28.0%> &nbsp; </div> 6.5% </td></tr><tr class><td title=t> t </td><td>296</td><td><div class=bar style=width:17.3%> &nbsp; </div> 4.0% </td></tr><tr class><td title=d> d </td><td>239</td><td><div class=bar style=width:14.0%> &nbsp; </div> 3.2% </td></tr><tr class=other><td title="Other values (16)"> Other values (16) </td><td>1708</td><td><div class=bar style=width:100.0%> 23.2% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>129</td><td><div class=bar style=width:29.2%> &nbsp; </div> 9.5% </td></tr><tr class><td title=S> S </td><td>115</td><td><div class=bar style=width:26.0%> &nbsp; </div> 8.4% </td></tr><tr class><td title=M> M </td><td>113</td><td><div class=bar style=width:25.6%> &nbsp; </div> 8.3% </td></tr><tr class><td title=B> B </td><td>112</td><td><div class=bar style=width:25.3%> &nbsp; </div> 8.2% </td></tr><tr class><td title=H> H </td><td>95</td><td><div class=bar style=width:21.5%> &nbsp; </div> 7.0% </td></tr><tr class><td title=D> D </td><td>76</td><td><div class=bar style=width:17.2%> &nbsp; </div> 5.6% </td></tr><tr class><td title=A> A </td><td>75</td><td><div class=bar style=width:17.0%> &nbsp; </div> 5.5% </td></tr><tr class><td title=P> P </td><td>72</td><td><div class=bar style=width:16.3%> &nbsp; </div> 5.3% </td></tr><tr class><td title=L> L </td><td>71</td><td><div class=bar style=width:16.1%> &nbsp; </div> 5.2% </td></tr><tr class><td title=W> W </td><td>62</td><td><div class=bar style=width:14.0%> &nbsp; </div> 4.6% </td></tr><tr class=other><td title="Other values (15)"> Other values (15) </td><td>442</td><td><div class=bar style=width:100.0%> 32.5% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>45</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Dash Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=-> - </td><td>17</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="'"> &#39; </td><td>12</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6947348651109683899unicode--6947348651109683899scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>8738</td><td><div class=bar style=width:100.0%> 99.2% </div></td></tr><tr class><td title=Common> Common </td><td>74</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.8% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>861</td><td><div class=bar style=width:28.0%> &nbsp; </div> 9.9% </td></tr><tr class><td title=n> n </td><td>775</td><td><div class=bar style=width:25.2%> &nbsp; </div> 8.9% </td></tr><tr class><td title=a> a </td><td>767</td><td><div class=bar style=width:25.0%> &nbsp; </div> 8.8% </td></tr><tr class><td title=o> o </td><td>623</td><td><div class=bar style=width:20.3%> &nbsp; </div> 7.1% </td></tr><tr class><td title=r> r </td><td>611</td><td><div class=bar style=width:19.9%> &nbsp; </div> 7.0% </td></tr><tr class><td title=l> l </td><td>522</td><td><div class=bar style=width:17.0%> &nbsp; </div> 6.0% </td></tr><tr class><td title=s> s </td><td>495</td><td><div class=bar style=width:16.1%> &nbsp; </div> 5.7% </td></tr><tr class><td title=i> i </td><td>479</td><td><div class=bar style=width:15.6%> &nbsp; </div> 5.5% </td></tr><tr class><td title=t> t </td><td>296</td><td><div class=bar style=width:9.6%> &nbsp; </div> 3.4% </td></tr><tr class><td title=d> d </td><td>239</td><td><div class=bar style=width:7.8%> &nbsp; </div> 2.7% </td></tr><tr class=other><td title="Other values (41)"> Other values (41) </td><td>3070</td><td><div class=bar style=width:100.0%> 35.1% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>45</td><td><div class=bar style=width:100.0%> 60.8% </div></td></tr><tr class><td title=-> - </td><td>17</td><td><div class=bar style=width:37.8%> &nbsp; </div> 23.0% </td></tr><tr class><td title="'"> &#39; </td><td>12</td><td><div class=bar style=width:26.7%> &nbsp; </div> 16.2% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6947348651109683899unicode--6947348651109683899blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>8812</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>861</td><td><div class=bar style=width:27.4%> &nbsp; </div> 9.8% </td></tr><tr class><td title=n> n </td><td>775</td><td><div class=bar style=width:24.7%> &nbsp; </div> 8.8% </td></tr><tr class><td title=a> a </td><td>767</td><td><div class=bar style=width:24.4%> &nbsp; </div> 8.7% </td></tr><tr class><td title=o> o </td><td>623</td><td><div class=bar style=width:19.8%> &nbsp; </div> 7.1% </td></tr><tr class><td title=r> r </td><td>611</td><td><div class=bar style=width:19.4%> &nbsp; </div> 6.9% </td></tr><tr class><td title=l> l </td><td>522</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.9% </td></tr><tr class><td title=s> s </td><td>495</td><td><div class=bar style=width:15.7%> &nbsp; </div> 5.6% </td></tr><tr class><td title=i> i </td><td>479</td><td><div class=bar style=width:15.2%> &nbsp; </div> 5.4% </td></tr><tr class><td title=t> t </td><td>296</td><td><div class=bar style=width:9.4%> &nbsp; </div> 3.4% </td></tr><tr class><td title=d> d </td><td>239</td><td><div class=bar style=width:7.6%> &nbsp; </div> 2.7% </td></tr><tr class=other><td title="Other values (44)"> Other values (44) </td><td>3144</td><td><div class=bar style=width:100.0%> 35.7% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_7711784945663822552></a><div class=variable><div class=col-sm-12><p class=h4 title=sex><a href=#pp_var_7711784945663822552>sex</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.2%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> male </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 831&nbsp; </div></td></tr><tr class><th width=10%> female </th><td width=10%><div class=bar style=width:54.9% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 456&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-7711784945663822552, #minifreqtable7711784945663822552" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-7711784945663822552 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#7711784945663822552bottom-7711784945663822552overview aria-controls=7711784945663822552bottom-7711784945663822552overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#7711784945663822552bottom-7711784945663822552string aria-controls=7711784945663822552bottom-7711784945663822552string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#7711784945663822552bottom-7711784945663822552word aria-controls=7711784945663822552bottom-7711784945663822552word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#7711784945663822552bottom-7711784945663822552characters aria-controls=7711784945663822552bottom-7711784945663822552characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=7711784945663822552bottom-7711784945663822552overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">6</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">4.7086247</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">4</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">6060</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">5</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">female</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">male</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">female</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">male</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">female</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7711784945663822552bottom-7711784945663822552string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=male> male </td><td>831</td><td><div class=bar style=width:100.0%> 64.6% </div></td></tr><tr class><td title=female> female </td><td>456</td><td><div class=bar style=width:54.9%> 35.4% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.469073</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 55.09 171.91702 \n",
|
|
"L 493.2 171.91702 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 55.09 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(69.083176 203.534101) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /><use xlink:href=#DejaVuSans-30 x=159.033203 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(118.868404 203.534101) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /><use xlink:href=#DejaVuSans-35 x=159.033203 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(168.653631 203.534101) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-35 x=95.410156 /><use xlink:href=#DejaVuSans-30 x=159.033203 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(218.438858 203.534101) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-37 x=95.410156 /><use xlink:href=#DejaVuSans-35 x=159.033203 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(268.224086 203.534101) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /><use xlink:href=#DejaVuSans-30 x=159.033203 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(318.009313 203.534101) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /><use xlink:href=#DejaVuSans-35 x=159.033203 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(367.79454 203.534101) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-35 x=95.410156 /><use xlink:href=#DejaVuSans-30 x=159.033203 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(417.579767 203.534101) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-37 x=95.410156 /><use xlink:href=#DejaVuSans-35 x=159.033203 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(467.364995 203.534101) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /><use xlink:href=#DejaVuSans-30 x=159.033203 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_10><g style="fill: #262626" transform="translate(38.2275 175.716238) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_11><g style="fill: #262626" transform="translate(25.5025 138.786087) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_12><g style="fill: #262626" transform="translate(25.5025 101.855935) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_13><g style="fill: #262626" transform="translate(25.5025 64.925783) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_14><g style="fill: #262626" transform="translate(25.5025 27.995631) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=text_15><g style="fill: #262626" transform="translate(19.214844 119.771166) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 75.004091 171.91702 \n",
|
|
"L 274.145 171.91702 \n",
|
|
"L 274.145 18.472239 \n",
|
|
"L 75.004091 18.472239 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p302ac5a3db) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 274.145 171.91702 \n",
|
|
"L 473.285909 171.91702 \n",
|
|
"L 473.285909 87.716274 \n",
|
|
"L 274.145 87.716274 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p302ac5a3db) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 55.09 171.91702 \n",
|
|
"L 55.09 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 493.2 171.91702 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_7><path d="M 55.09 171.91702 \n",
|
|
"L 493.2 171.91702 \n",
|
|
"" style="fill: none"/></g><g id=patch_8><path d="M 55.09 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p302ac5a3db><rect x=55.09 y=10.8 width=438.11 height=161.11702 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div><div class=row><div class=col-sm-12><h4 class=indent>Common Values (Plot)</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=405pt height=189.8316pt viewbox="0 0 405 189.8316" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.535296</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 189.8316 \n",
|
|
"L 405 189.8316 \n",
|
|
"L 405 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 7.2 108.84 \n",
|
|
"L 259.405594 108.84 \n",
|
|
"L 259.405594 16.44 \n",
|
|
"L 7.2 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p8a1963f104) style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_3><path d="M 259.405594 108.84 \n",
|
|
"L 397.8 108.84 \n",
|
|
"L 397.8 16.44 \n",
|
|
"L 259.405594 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p8a1963f104) style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_1><g style="fill: #ffffff" transform="translate(108.324422 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-36 transform=scale(0.015625) d="M 2316 2303 \n",
|
|
"Q 2000 2303 1842 2098 \n",
|
|
"Q 1684 1894 1684 1484 \n",
|
|
"Q 1684 1075 1842 870 \n",
|
|
"Q 2000 666 2316 666 \n",
|
|
"Q 2634 666 2792 870 \n",
|
|
"Q 2950 1075 2950 1484 \n",
|
|
"Q 2950 1894 2792 2098 \n",
|
|
"Q 2634 2303 2316 2303 \n",
|
|
"z\n",
|
|
"M 3803 4544 \n",
|
|
"L 3803 3681 \n",
|
|
"Q 3506 3822 3243 3889 \n",
|
|
"Q 2981 3956 2731 3956 \n",
|
|
"Q 2194 3956 1894 3657 \n",
|
|
"Q 1594 3359 1544 2772 \n",
|
|
"Q 1750 2925 1990 3001 \n",
|
|
"Q 2231 3078 2516 3078 \n",
|
|
"Q 3231 3078 3670 2659 \n",
|
|
"Q 4109 2241 4109 1563 \n",
|
|
"Q 4109 813 3618 361 \n",
|
|
"Q 3128 -91 2303 -91 \n",
|
|
"Q 1394 -91 895 523 \n",
|
|
"Q 397 1138 397 2266 \n",
|
|
"Q 397 3422 980 4083 \n",
|
|
"Q 1563 4744 2578 4744 \n",
|
|
"Q 2900 4744 3203 4694 \n",
|
|
"Q 3506 4644 3803 4544 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-34 transform=scale(0.015625) d="M 2356 3675 \n",
|
|
"L 1038 1722 \n",
|
|
"L 2356 1722 \n",
|
|
"L 2356 3675 \n",
|
|
"z\n",
|
|
"M 2156 4666 \n",
|
|
"L 3494 4666 \n",
|
|
"L 3494 1722 \n",
|
|
"L 4159 1722 \n",
|
|
"L 4159 850 \n",
|
|
"L 3494 850 \n",
|
|
"L 3494 0 \n",
|
|
"L 2356 0 \n",
|
|
"L 2356 850 \n",
|
|
"L 288 850 \n",
|
|
"L 288 1881 \n",
|
|
"L 2156 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-2e transform=scale(0.015625) d="M 653 1209 \n",
|
|
"L 1778 1209 \n",
|
|
"L 1778 0 \n",
|
|
"L 653 0 \n",
|
|
"L 653 1209 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-25 transform=scale(0.015625) d="M 4959 1925 \n",
|
|
"Q 4738 1925 4616 1733 \n",
|
|
"Q 4494 1541 4494 1184 \n",
|
|
"Q 4494 825 4614 633 \n",
|
|
"Q 4734 441 4959 441 \n",
|
|
"Q 5184 441 5303 633 \n",
|
|
"Q 5422 825 5422 1184 \n",
|
|
"Q 5422 1541 5301 1733 \n",
|
|
"Q 5181 1925 4959 1925 \n",
|
|
"z\n",
|
|
"M 4959 2450 \n",
|
|
"Q 5541 2450 5875 2112 \n",
|
|
"Q 6209 1775 6209 1184 \n",
|
|
"Q 6209 594 5875 251 \n",
|
|
"Q 5541 -91 4959 -91 \n",
|
|
"Q 4378 -91 4042 251 \n",
|
|
"Q 3706 594 3706 1184 \n",
|
|
"Q 3706 1772 4042 2111 \n",
|
|
"Q 4378 2450 4959 2450 \n",
|
|
"z\n",
|
|
"M 2094 -91 \n",
|
|
"L 1403 -91 \n",
|
|
"L 4319 4750 \n",
|
|
"L 5013 4750 \n",
|
|
"L 2094 -91 \n",
|
|
"z\n",
|
|
"M 1453 4750 \n",
|
|
"Q 2034 4750 2367 4411 \n",
|
|
"Q 2700 4072 2700 3481 \n",
|
|
"Q 2700 2891 2367 2550 \n",
|
|
"Q 2034 2209 1453 2209 \n",
|
|
"Q 872 2209 539 2550 \n",
|
|
"Q 206 2891 206 3481 \n",
|
|
"Q 206 4072 539 4411 \n",
|
|
"Q 872 4750 1453 4750 \n",
|
|
"z\n",
|
|
"M 1453 4225 \n",
|
|
"Q 1228 4225 1106 4031 \n",
|
|
"Q 984 3838 984 3481 \n",
|
|
"Q 984 3122 1106 2926 \n",
|
|
"Q 1228 2731 1453 2731 \n",
|
|
"Q 1678 2731 1798 2926 \n",
|
|
"Q 1919 3122 1919 3481 \n",
|
|
"Q 1919 3838 1797 4031 \n",
|
|
"Q 1675 4225 1453 4225 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-36 /><use xlink:href=#DejaVuSans-Bold-34 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-36 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(111.692672 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-28 transform=scale(0.015625) d="M 2413 -844 \n",
|
|
"L 1484 -844 \n",
|
|
"Q 1006 -72 778 623 \n",
|
|
"Q 550 1319 550 2003 \n",
|
|
"Q 550 2688 779 3389 \n",
|
|
"Q 1009 4091 1484 4856 \n",
|
|
"L 2413 4856 \n",
|
|
"Q 2013 4116 1813 3408 \n",
|
|
"Q 1613 2700 1613 2009 \n",
|
|
"Q 1613 1319 1811 609 \n",
|
|
"Q 2009 -100 2413 -844 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-38 transform=scale(0.015625) d="M 2228 2088 \n",
|
|
"Q 1891 2088 1709 1903 \n",
|
|
"Q 1528 1719 1528 1375 \n",
|
|
"Q 1528 1031 1709 848 \n",
|
|
"Q 1891 666 2228 666 \n",
|
|
"Q 2563 666 2741 848 \n",
|
|
"Q 2919 1031 2919 1375 \n",
|
|
"Q 2919 1722 2741 1905 \n",
|
|
"Q 2563 2088 2228 2088 \n",
|
|
"z\n",
|
|
"M 1350 2484 \n",
|
|
"Q 925 2613 709 2878 \n",
|
|
"Q 494 3144 494 3541 \n",
|
|
"Q 494 4131 934 4440 \n",
|
|
"Q 1375 4750 2228 4750 \n",
|
|
"Q 3075 4750 3515 4442 \n",
|
|
"Q 3956 4134 3956 3541 \n",
|
|
"Q 3956 3144 3739 2878 \n",
|
|
"Q 3522 2613 3097 2484 \n",
|
|
"Q 3572 2353 3814 2058 \n",
|
|
"Q 4056 1763 4056 1313 \n",
|
|
"Q 4056 619 3595 264 \n",
|
|
"Q 3134 -91 2228 -91 \n",
|
|
"Q 1319 -91 855 264 \n",
|
|
"Q 391 619 391 1313 \n",
|
|
"Q 391 1763 633 2058 \n",
|
|
"Q 875 2353 1350 2484 \n",
|
|
"z\n",
|
|
"M 1631 3419 \n",
|
|
"Q 1631 3141 1786 2991 \n",
|
|
"Q 1941 2841 2228 2841 \n",
|
|
"Q 2509 2841 2662 2991 \n",
|
|
"Q 2816 3141 2816 3419 \n",
|
|
"Q 2816 3697 2662 3845 \n",
|
|
"Q 2509 3994 2228 3994 \n",
|
|
"Q 1941 3994 1786 3844 \n",
|
|
"Q 1631 3694 1631 3419 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-33 transform=scale(0.015625) d="M 2981 2516 \n",
|
|
"Q 3453 2394 3698 2092 \n",
|
|
"Q 3944 1791 3944 1325 \n",
|
|
"Q 3944 631 3412 270 \n",
|
|
"Q 2881 -91 1863 -91 \n",
|
|
"Q 1503 -91 1142 -33 \n",
|
|
"Q 781 25 428 141 \n",
|
|
"L 428 1069 \n",
|
|
"Q 766 900 1098 814 \n",
|
|
"Q 1431 728 1753 728 \n",
|
|
"Q 2231 728 2486 893 \n",
|
|
"Q 2741 1059 2741 1369 \n",
|
|
"Q 2741 1688 2480 1852 \n",
|
|
"Q 2219 2016 1709 2016 \n",
|
|
"L 1228 2016 \n",
|
|
"L 1228 2791 \n",
|
|
"L 1734 2791 \n",
|
|
"Q 2188 2791 2409 2933 \n",
|
|
"Q 2631 3075 2631 3366 \n",
|
|
"Q 2631 3634 2415 3781 \n",
|
|
"Q 2200 3928 1806 3928 \n",
|
|
"Q 1516 3928 1219 3862 \n",
|
|
"Q 922 3797 628 3669 \n",
|
|
"L 628 4550 \n",
|
|
"Q 984 4650 1334 4700 \n",
|
|
"Q 1684 4750 2022 4750 \n",
|
|
"Q 2931 4750 3382 4451 \n",
|
|
"Q 3834 4153 3834 3553 \n",
|
|
"Q 3834 3144 3618 2883 \n",
|
|
"Q 3403 2622 2981 2516 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-31 transform=scale(0.015625) d="M 750 831 \n",
|
|
"L 1813 831 \n",
|
|
"L 1813 3847 \n",
|
|
"L 722 3622 \n",
|
|
"L 722 4441 \n",
|
|
"L 1806 4666 \n",
|
|
"L 2950 4666 \n",
|
|
"L 2950 831 \n",
|
|
"L 4013 831 \n",
|
|
"L 4013 0 \n",
|
|
"L 750 0 \n",
|
|
"L 750 831 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-29 transform=scale(0.015625) d="M 513 -844 \n",
|
|
"Q 913 -100 1113 609 \n",
|
|
"Q 1313 1319 1313 2009 \n",
|
|
"Q 1313 2700 1113 3408 \n",
|
|
"Q 913 4116 513 4856 \n",
|
|
"L 1441 4856 \n",
|
|
"Q 1916 4091 2145 3389 \n",
|
|
"Q 2375 2688 2375 2003 \n",
|
|
"Q 2375 1319 2147 623 \n",
|
|
"Q 1919 -72 1441 -844 \n",
|
|
"L 513 -844 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-38 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-33 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-31 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_2><g style="fill: #ffffff" transform="translate(303.624422 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-35 transform=scale(0.015625) d="M 678 4666 \n",
|
|
"L 3669 4666 \n",
|
|
"L 3669 3781 \n",
|
|
"L 1638 3781 \n",
|
|
"L 1638 3059 \n",
|
|
"Q 1775 3097 1914 3117 \n",
|
|
"Q 2053 3138 2203 3138 \n",
|
|
"Q 3056 3138 3531 2711 \n",
|
|
"Q 4006 2284 4006 1522 \n",
|
|
"Q 4006 766 3489 337 \n",
|
|
"Q 2972 -91 2053 -91 \n",
|
|
"Q 1656 -91 1267 -14 \n",
|
|
"Q 878 63 494 219 \n",
|
|
"L 494 1166 \n",
|
|
"Q 875 947 1217 837 \n",
|
|
"Q 1559 728 1863 728 \n",
|
|
"Q 2300 728 2551 942 \n",
|
|
"Q 2803 1156 2803 1522 \n",
|
|
"Q 2803 1891 2551 2103 \n",
|
|
"Q 2300 2316 1863 2316 \n",
|
|
"Q 1603 2316 1309 2248 \n",
|
|
"Q 1016 2181 678 2041 \n",
|
|
"L 678 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-33 /><use xlink:href=#DejaVuSans-Bold-35 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-34 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(306.992672 74.675925) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-34 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-35 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-36 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=legend_1><g id=patch_4><path d="M 19.296 182.6316 \n",
|
|
"L 134.1621 182.6316 \n",
|
|
"Q 137.6181 182.6316 137.6181 179.1756 \n",
|
|
"L 137.6181 130.176 \n",
|
|
"Q 137.6181 126.72 134.1621 126.72 \n",
|
|
"L 19.296 126.72 \n",
|
|
"Q 15.84 126.72 15.84 130.176 \n",
|
|
"L 15.84 179.1756 \n",
|
|
"Q 15.84 182.6316 19.296 182.6316 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 22.752 146.7621 \n",
|
|
"L 57.312 146.7621 \n",
|
|
"L 57.312 134.6661 \n",
|
|
"L 22.752 134.6661 \n",
|
|
"z\n",
|
|
"" style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_3><g style="fill: #262626" transform="translate(71.136 146.7621) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-6d transform=scale(0.015625) d="M 3328 2828 \n",
|
|
"Q 3544 3216 3844 3400 \n",
|
|
"Q 4144 3584 4550 3584 \n",
|
|
"Q 5097 3584 5394 3201 \n",
|
|
"Q 5691 2819 5691 2113 \n",
|
|
"L 5691 0 \n",
|
|
"L 5113 0 \n",
|
|
"L 5113 2094 \n",
|
|
"Q 5113 2597 4934 2840 \n",
|
|
"Q 4756 3084 4391 3084 \n",
|
|
"Q 3944 3084 3684 2787 \n",
|
|
"Q 3425 2491 3425 1978 \n",
|
|
"L 3425 0 \n",
|
|
"L 2847 0 \n",
|
|
"L 2847 2094 \n",
|
|
"Q 2847 2600 2669 2842 \n",
|
|
"Q 2491 3084 2119 3084 \n",
|
|
"Q 1678 3084 1418 2786 \n",
|
|
"Q 1159 2488 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1356 3278 1631 3431 \n",
|
|
"Q 1906 3584 2284 3584 \n",
|
|
"Q 2666 3584 2933 3390 \n",
|
|
"Q 3200 3197 3328 2828 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-6d /><use xlink:href=#DejaVuSans-61 x=97.412109 /><use xlink:href=#DejaVuSans-6c x=158.691406 /><use xlink:href=#DejaVuSans-65 x=186.474609 /></g></g><g id=patch_6><path d="M 22.752 172.1259 \n",
|
|
"L 57.312 172.1259 \n",
|
|
"L 57.312 160.0299 \n",
|
|
"L 22.752 160.0299 \n",
|
|
"z\n",
|
|
"" style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_4><g style="fill: #262626" transform="translate(71.136 172.1259) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-66 transform=scale(0.015625) d="M 2375 4863 \n",
|
|
"L 2375 4384 \n",
|
|
"L 1825 4384 \n",
|
|
"Q 1516 4384 1395 4259 \n",
|
|
"Q 1275 4134 1275 3809 \n",
|
|
"L 1275 3500 \n",
|
|
"L 2222 3500 \n",
|
|
"L 2222 3053 \n",
|
|
"L 1275 3053 \n",
|
|
"L 1275 0 \n",
|
|
"L 697 0 \n",
|
|
"L 697 3053 \n",
|
|
"L 147 3053 \n",
|
|
"L 147 3500 \n",
|
|
"L 697 3500 \n",
|
|
"L 697 3744 \n",
|
|
"Q 697 4328 969 4595 \n",
|
|
"Q 1241 4863 1831 4863 \n",
|
|
"L 2375 4863 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-66 /><use xlink:href=#DejaVuSans-65 x=35.205078 /><use xlink:href=#DejaVuSans-6d x=96.728516 /><use xlink:href=#DejaVuSans-61 x=194.140625 /><use xlink:href=#DejaVuSans-6c x=255.419922 /><use xlink:href=#DejaVuSans-65 x=283.203125 /></g></g></g></g></g><defs><clippath id=p8a1963f104><rect x=7.2 y=7.2 width=390.6 height=110.88 /></clippath></defs></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7711784945663822552bottom-7711784945663822552word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=male> male </td><td>831</td><td><div class=bar style=width:100.0%> 64.6% </div></td></tr><tr class><td title=female> female </td><td>456</td><td><div class=bar style=width:54.9%> 35.4% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7711784945663822552bottom-7711784945663822552characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#7711784945663822552unicode-7711784945663822552characters aria-controls=7711784945663822552unicode-7711784945663822552characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#7711784945663822552unicode-7711784945663822552categories aria-controls=7711784945663822552unicode-7711784945663822552categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#7711784945663822552unicode-7711784945663822552scripts aria-controls=7711784945663822552unicode-7711784945663822552scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#7711784945663822552unicode-7711784945663822552blocks aria-controls=7711784945663822552unicode-7711784945663822552blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=7711784945663822552unicode-7711784945663822552characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>1743</td><td><div class=bar style=width:100.0%> 28.8% </div></td></tr><tr class><td title=m> m </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=a> a </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=l> l </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=f> f </td><td>456</td><td><div class=bar style=width:26.2%> &nbsp; </div> 7.5% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7711784945663822552unicode-7711784945663822552categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>6060</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>1743</td><td><div class=bar style=width:100.0%> 28.8% </div></td></tr><tr class><td title=m> m </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=a> a </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=l> l </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=f> f </td><td>456</td><td><div class=bar style=width:26.2%> &nbsp; </div> 7.5% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7711784945663822552unicode-7711784945663822552scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>6060</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>1743</td><td><div class=bar style=width:100.0%> 28.8% </div></td></tr><tr class><td title=m> m </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=a> a </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=l> l </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=f> f </td><td>456</td><td><div class=bar style=width:26.2%> &nbsp; </div> 7.5% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7711784945663822552unicode-7711784945663822552blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>6060</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>1743</td><td><div class=bar style=width:100.0%> 28.8% </div></td></tr><tr class><td title=m> m </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=a> a </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=l> l </td><td>1287</td><td><div class=bar style=width:73.8%> 21.2% </div></td></tr><tr class><td title=f> f </td><td>456</td><td><div class=bar style=width:26.2%> &nbsp; </div> 7.5% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_2192870353992049412></a><div class=variable><div class=col-sm-12><p class=h4 title=age><a href=#pp_var_2192870353992049412>age</a><br><small>Real number (&Ropf;)</small></p><p><code>ZEROS</code>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">99</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">7.7%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">23.798889</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">80</td></tr><tr class=alert><th>Zeros</th><td style="white-space:pre white-space:nowrap">263</td></tr><tr class=alert><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">20.4%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.608217</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 162 \n",
|
|
"L 216 162 \n",
|
|
"L 216 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 10.8 128.417555 \n",
|
|
"L 205.2 128.417555 \n",
|
|
"L 205.2 10.8 \n",
|
|
"L 10.8 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(19.397715 146.815054) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(61.779947 150.414228) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(105.961765 150.414228) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(150.143583 150.414228) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(194.325401 150.414228) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g></g><g id=patch_3><path d="M 19.636364 128.417555 \n",
|
|
"L 23.170909 128.417555 \n",
|
|
"L 23.170909 16.400836 \n",
|
|
"L 19.636364 16.400836 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 23.170909 128.417555 \n",
|
|
"L 26.705455 128.417555 \n",
|
|
"L 26.705455 120.949774 \n",
|
|
"L 23.170909 120.949774 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 26.705455 128.417555 \n",
|
|
"L 30.24 128.417555 \n",
|
|
"L 30.24 124.487144 \n",
|
|
"L 26.705455 124.487144 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 30.24 128.417555 \n",
|
|
"L 33.774545 128.417555 \n",
|
|
"L 33.774545 124.094103 \n",
|
|
"L 30.24 124.094103 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 33.774545 128.417555 \n",
|
|
"L 37.309091 128.417555 \n",
|
|
"L 37.309091 126.845391 \n",
|
|
"L 33.774545 126.845391 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 37.309091 128.417555 \n",
|
|
"L 40.843636 128.417555 \n",
|
|
"L 40.843636 122.128897 \n",
|
|
"L 37.309091 122.128897 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 40.843636 128.417555 \n",
|
|
"L 44.378182 128.417555 \n",
|
|
"L 44.378182 125.273226 \n",
|
|
"L 40.843636 125.273226 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 44.378182 128.417555 \n",
|
|
"L 47.912727 128.417555 \n",
|
|
"L 47.912727 126.845391 \n",
|
|
"L 44.378182 126.845391 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 47.912727 128.417555 \n",
|
|
"L 51.447273 128.417555 \n",
|
|
"L 51.447273 123.701062 \n",
|
|
"L 47.912727 123.701062 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_12><path d="M 51.447273 128.417555 \n",
|
|
"L 54.981818 128.417555 \n",
|
|
"L 54.981818 125.273226 \n",
|
|
"L 51.447273 125.273226 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_13><path d="M 54.981818 128.417555 \n",
|
|
"L 58.516364 128.417555 \n",
|
|
"L 58.516364 113.088952 \n",
|
|
"L 54.981818 113.088952 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_14><path d="M 58.516364 128.417555 \n",
|
|
"L 62.050909 128.417555 \n",
|
|
"L 62.050909 101.690759 \n",
|
|
"L 58.516364 101.690759 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_15><path d="M 62.050909 128.417555 \n",
|
|
"L 65.585455 128.417555 \n",
|
|
"L 65.585455 119.377609 \n",
|
|
"L 62.050909 119.377609 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_16><path d="M 65.585455 128.417555 \n",
|
|
"L 69.12 128.417555 \n",
|
|
"L 69.12 95.795142 \n",
|
|
"L 65.585455 95.795142 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_17><path d="M 69.12 128.417555 \n",
|
|
"L 72.654545 128.417555 \n",
|
|
"L 72.654545 117.805445 \n",
|
|
"L 69.12 117.805445 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_18><path d="M 72.654545 128.417555 \n",
|
|
"L 76.189091 128.417555 \n",
|
|
"L 76.189091 97.760348 \n",
|
|
"L 72.654545 97.760348 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_19><path d="M 76.189091 128.417555 \n",
|
|
"L 79.723636 128.417555 \n",
|
|
"L 79.723636 105.62117 \n",
|
|
"L 76.189091 105.62117 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_20><path d="M 79.723636 128.417555 \n",
|
|
"L 83.258182 128.417555 \n",
|
|
"L 83.258182 115.054157 \n",
|
|
"L 79.723636 115.054157 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_21><path d="M 83.258182 128.417555 \n",
|
|
"L 86.792727 128.417555 \n",
|
|
"L 86.792727 101.690759 \n",
|
|
"L 83.258182 101.690759 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_22><path d="M 86.792727 128.417555 \n",
|
|
"L 90.327273 128.417555 \n",
|
|
"L 90.327273 118.591527 \n",
|
|
"L 86.792727 118.591527 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_23><path d="M 90.327273 128.417555 \n",
|
|
"L 93.861818 128.417555 \n",
|
|
"L 93.861818 109.15854 \n",
|
|
"L 90.327273 109.15854 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_24><path d="M 93.861818 128.417555 \n",
|
|
"L 97.396364 128.417555 \n",
|
|
"L 97.396364 112.69591 \n",
|
|
"L 93.861818 112.69591 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_25><path d="M 97.396364 128.417555 \n",
|
|
"L 100.930909 128.417555 \n",
|
|
"L 100.930909 115.447198 \n",
|
|
"L 97.396364 115.447198 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_26><path d="M 100.930909 128.417555 \n",
|
|
"L 104.465455 128.417555 \n",
|
|
"L 104.465455 119.377609 \n",
|
|
"L 100.930909 119.377609 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_27><path d="M 104.465455 128.417555 \n",
|
|
"L 108 128.417555 \n",
|
|
"L 108 120.163692 \n",
|
|
"L 104.465455 120.163692 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_28><path d="M 108 128.417555 \n",
|
|
"L 111.534545 128.417555 \n",
|
|
"L 111.534545 116.626322 \n",
|
|
"L 108 116.626322 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_29><path d="M 111.534545 128.417555 \n",
|
|
"L 115.069091 128.417555 \n",
|
|
"L 115.069091 117.805445 \n",
|
|
"L 111.534545 117.805445 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_30><path d="M 115.069091 128.417555 \n",
|
|
"L 118.603636 128.417555 \n",
|
|
"L 118.603636 124.487144 \n",
|
|
"L 115.069091 124.487144 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_31><path d="M 118.603636 128.417555 \n",
|
|
"L 122.138182 128.417555 \n",
|
|
"L 122.138182 117.019363 \n",
|
|
"L 118.603636 117.019363 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_32><path d="M 122.138182 128.417555 \n",
|
|
"L 125.672727 128.417555 \n",
|
|
"L 125.672727 122.91498 \n",
|
|
"L 122.138182 122.91498 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_33><path d="M 125.672727 128.417555 \n",
|
|
"L 129.207273 128.417555 \n",
|
|
"L 129.207273 119.377609 \n",
|
|
"L 125.672727 119.377609 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_34><path d="M 129.207273 128.417555 \n",
|
|
"L 132.741818 128.417555 \n",
|
|
"L 132.741818 119.770651 \n",
|
|
"L 129.207273 119.770651 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_35><path d="M 132.741818 128.417555 \n",
|
|
"L 136.276364 128.417555 \n",
|
|
"L 136.276364 126.059308 \n",
|
|
"L 132.741818 126.059308 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_36><path d="M 136.276364 128.417555 \n",
|
|
"L 139.810909 128.417555 \n",
|
|
"L 139.810909 122.91498 \n",
|
|
"L 136.276364 122.91498 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_37><path d="M 139.810909 128.417555 \n",
|
|
"L 143.345455 128.417555 \n",
|
|
"L 143.345455 124.880185 \n",
|
|
"L 139.810909 124.880185 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_38><path d="M 143.345455 128.417555 \n",
|
|
"L 146.88 128.417555 \n",
|
|
"L 146.88 124.880185 \n",
|
|
"L 143.345455 124.880185 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_39><path d="M 146.88 128.417555 \n",
|
|
"L 150.414545 128.417555 \n",
|
|
"L 150.414545 125.273226 \n",
|
|
"L 146.88 125.273226 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_40><path d="M 150.414545 128.417555 \n",
|
|
"L 153.949091 128.417555 \n",
|
|
"L 153.949091 125.273226 \n",
|
|
"L 150.414545 125.273226 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_41><path d="M 153.949091 128.417555 \n",
|
|
"L 157.483636 128.417555 \n",
|
|
"L 157.483636 124.487144 \n",
|
|
"L 153.949091 124.487144 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_42><path d="M 157.483636 128.417555 \n",
|
|
"L 161.018182 128.417555 \n",
|
|
"L 161.018182 126.845391 \n",
|
|
"L 157.483636 126.845391 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_43><path d="M 161.018182 128.417555 \n",
|
|
"L 164.552727 128.417555 \n",
|
|
"L 164.552727 125.273226 \n",
|
|
"L 161.018182 125.273226 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_44><path d="M 164.552727 128.417555 \n",
|
|
"L 168.087273 128.417555 \n",
|
|
"L 168.087273 127.631473 \n",
|
|
"L 164.552727 127.631473 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_45><path d="M 168.087273 128.417555 \n",
|
|
"L 171.621818 128.417555 \n",
|
|
"L 171.621818 128.417555 \n",
|
|
"L 168.087273 128.417555 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_46><path d="M 171.621818 128.417555 \n",
|
|
"L 175.156364 128.417555 \n",
|
|
"L 175.156364 127.631473 \n",
|
|
"L 171.621818 127.631473 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_47><path d="M 175.156364 128.417555 \n",
|
|
"L 178.690909 128.417555 \n",
|
|
"L 178.690909 127.238432 \n",
|
|
"L 175.156364 127.238432 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_48><path d="M 178.690909 128.417555 \n",
|
|
"L 182.225455 128.417555 \n",
|
|
"L 182.225455 128.417555 \n",
|
|
"L 178.690909 128.417555 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_49><path d="M 182.225455 128.417555 \n",
|
|
"L 185.76 128.417555 \n",
|
|
"L 185.76 128.024514 \n",
|
|
"L 182.225455 128.024514 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_50><path d="M 185.76 128.417555 \n",
|
|
"L 189.294545 128.417555 \n",
|
|
"L 189.294545 128.024514 \n",
|
|
"L 185.76 128.024514 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_51><path d="M 189.294545 128.417555 \n",
|
|
"L 192.829091 128.417555 \n",
|
|
"L 192.829091 128.417555 \n",
|
|
"L 189.294545 128.417555 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_52><path d="M 192.829091 128.417555 \n",
|
|
"L 196.363636 128.417555 \n",
|
|
"L 196.363636 128.024514 \n",
|
|
"L 192.829091 128.024514 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pdfbe6ca604) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 10.8 128.417555 \n",
|
|
"L 10.8 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_54><path d="M 205.2 128.417555 \n",
|
|
"L 205.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_55><path d="M 10.8 128.417555 \n",
|
|
"L 205.2 128.417555 \n",
|
|
"" style="fill: none"/></g><g id=patch_56><path d="M 10.8 10.8 \n",
|
|
"L 205.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pdfbe6ca604><rect x=10.8 y=10.8 width=194.4 height=117.617555 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-2192870353992049412, #minifreqtable2192870353992049412" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-2192870353992049412 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#2192870353992049412bottom-2192870353992049412statistics aria-controls=2192870353992049412bottom-2192870353992049412statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#2192870353992049412bottom-2192870353992049412histogram aria-controls=2192870353992049412bottom-2192870353992049412histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#2192870353992049412bottom-2192870353992049412common_values aria-controls=2192870353992049412bottom-2192870353992049412common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#2192870353992049412bottom-2192870353992049412extreme_values aria-controls=2192870353992049412bottom-2192870353992049412extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=2192870353992049412bottom-2192870353992049412statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">6</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">24</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">35</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">55</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">80</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">80</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">29</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">17.676328</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.74273752</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">-0.5720805</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">23.798889</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">12</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">0.26134094</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">30629.17</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">312.45256</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=2192870353992049412bottom-2192870353992049412histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.702360</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 55.09 178.599179 \n",
|
|
"L 493.2 178.599179 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 55.09 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(74.70578 198.971052) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(122.241524 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(172.026751 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(221.811979 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(271.597206 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(321.382433 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(371.16766 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(420.952888 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(470.738115 203.470019) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_10><g style="fill: #262626" transform="translate(38.2275 182.398397) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_11><g style="fill: #262626" transform="translate(31.865 154.361776) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_3><g id=text_12><g style="fill: #262626" transform="translate(25.5025 126.325155) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_13><g style="fill: #262626" transform="translate(25.5025 98.288533) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-35 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_14><g style="fill: #262626" transform="translate(25.5025 70.251912) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_15><g style="fill: #262626" transform="translate(25.5025 42.215291) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-35 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=text_16><g style="fill: #262626" transform="translate(19.214844 123.112246) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 75.004091 178.599179 \n",
|
|
"L 82.969727 178.599179 \n",
|
|
"L 82.969727 18.790437 \n",
|
|
"L 75.004091 18.790437 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 82.969727 178.599179 \n",
|
|
"L 90.935364 178.599179 \n",
|
|
"L 90.935364 167.945262 \n",
|
|
"L 82.969727 167.945262 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 90.935364 178.599179 \n",
|
|
"L 98.901 178.599179 \n",
|
|
"L 98.901 172.991854 \n",
|
|
"L 90.935364 172.991854 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 98.901 178.599179 \n",
|
|
"L 106.866636 178.599179 \n",
|
|
"L 106.866636 172.431122 \n",
|
|
"L 98.901 172.431122 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 106.866636 178.599179 \n",
|
|
"L 114.832273 178.599179 \n",
|
|
"L 114.832273 176.356249 \n",
|
|
"L 106.866636 176.356249 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 114.832273 178.599179 \n",
|
|
"L 122.797909 178.599179 \n",
|
|
"L 122.797909 169.62746 \n",
|
|
"L 114.832273 169.62746 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 122.797909 178.599179 \n",
|
|
"L 130.763545 178.599179 \n",
|
|
"L 130.763545 174.113319 \n",
|
|
"L 122.797909 174.113319 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 130.763545 178.599179 \n",
|
|
"L 138.729182 178.599179 \n",
|
|
"L 138.729182 176.356249 \n",
|
|
"L 130.763545 176.356249 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 138.729182 178.599179 \n",
|
|
"L 146.694818 178.599179 \n",
|
|
"L 146.694818 171.870389 \n",
|
|
"L 138.729182 171.870389 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_12><path d="M 146.694818 178.599179 \n",
|
|
"L 154.660455 178.599179 \n",
|
|
"L 154.660455 174.113319 \n",
|
|
"L 146.694818 174.113319 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_13><path d="M 154.660455 178.599179 \n",
|
|
"L 162.626091 178.599179 \n",
|
|
"L 162.626091 156.730614 \n",
|
|
"L 154.660455 156.730614 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_14><path d="M 162.626091 178.599179 \n",
|
|
"L 170.591727 178.599179 \n",
|
|
"L 170.591727 140.469374 \n",
|
|
"L 162.626091 140.469374 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_15><path d="M 170.591727 178.599179 \n",
|
|
"L 178.557364 178.599179 \n",
|
|
"L 178.557364 165.702333 \n",
|
|
"L 170.591727 165.702333 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_16><path d="M 178.557364 178.599179 \n",
|
|
"L 186.523 178.599179 \n",
|
|
"L 186.523 132.058387 \n",
|
|
"L 178.557364 132.058387 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_17><path d="M 186.523 178.599179 \n",
|
|
"L 194.488636 178.599179 \n",
|
|
"L 194.488636 163.459403 \n",
|
|
"L 186.523 163.459403 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_18><path d="M 194.488636 178.599179 \n",
|
|
"L 202.454273 178.599179 \n",
|
|
"L 202.454273 134.862049 \n",
|
|
"L 194.488636 134.862049 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_19><path d="M 202.454273 178.599179 \n",
|
|
"L 210.419909 178.599179 \n",
|
|
"L 210.419909 146.076698 \n",
|
|
"L 202.454273 146.076698 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_20><path d="M 210.419909 178.599179 \n",
|
|
"L 218.385545 178.599179 \n",
|
|
"L 218.385545 159.534276 \n",
|
|
"L 210.419909 159.534276 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_21><path d="M 218.385545 178.599179 \n",
|
|
"L 226.351182 178.599179 \n",
|
|
"L 226.351182 140.469374 \n",
|
|
"L 218.385545 140.469374 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_22><path d="M 226.351182 178.599179 \n",
|
|
"L 234.316818 178.599179 \n",
|
|
"L 234.316818 164.580868 \n",
|
|
"L 226.351182 164.580868 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_23><path d="M 234.316818 178.599179 \n",
|
|
"L 242.282455 178.599179 \n",
|
|
"L 242.282455 151.12329 \n",
|
|
"L 234.316818 151.12329 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_24><path d="M 242.282455 178.599179 \n",
|
|
"L 250.248091 178.599179 \n",
|
|
"L 250.248091 156.169882 \n",
|
|
"L 242.282455 156.169882 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_25><path d="M 250.248091 178.599179 \n",
|
|
"L 258.213727 178.599179 \n",
|
|
"L 258.213727 160.095009 \n",
|
|
"L 250.248091 160.095009 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_26><path d="M 258.213727 178.599179 \n",
|
|
"L 266.179364 178.599179 \n",
|
|
"L 266.179364 165.702333 \n",
|
|
"L 258.213727 165.702333 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_27><path d="M 266.179364 178.599179 \n",
|
|
"L 274.145 178.599179 \n",
|
|
"L 274.145 166.823798 \n",
|
|
"L 266.179364 166.823798 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_28><path d="M 274.145 178.599179 \n",
|
|
"L 282.110636 178.599179 \n",
|
|
"L 282.110636 161.777206 \n",
|
|
"L 274.145 161.777206 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_29><path d="M 282.110636 178.599179 \n",
|
|
"L 290.076273 178.599179 \n",
|
|
"L 290.076273 163.459403 \n",
|
|
"L 282.110636 163.459403 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_30><path d="M 290.076273 178.599179 \n",
|
|
"L 298.041909 178.599179 \n",
|
|
"L 298.041909 172.991854 \n",
|
|
"L 290.076273 172.991854 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_31><path d="M 298.041909 178.599179 \n",
|
|
"L 306.007545 178.599179 \n",
|
|
"L 306.007545 162.337938 \n",
|
|
"L 298.041909 162.337938 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_32><path d="M 306.007545 178.599179 \n",
|
|
"L 313.973182 178.599179 \n",
|
|
"L 313.973182 170.748925 \n",
|
|
"L 306.007545 170.748925 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_33><path d="M 313.973182 178.599179 \n",
|
|
"L 321.938818 178.599179 \n",
|
|
"L 321.938818 165.702333 \n",
|
|
"L 313.973182 165.702333 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_34><path d="M 321.938818 178.599179 \n",
|
|
"L 329.904455 178.599179 \n",
|
|
"L 329.904455 166.263065 \n",
|
|
"L 321.938818 166.263065 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_35><path d="M 329.904455 178.599179 \n",
|
|
"L 337.870091 178.599179 \n",
|
|
"L 337.870091 175.234784 \n",
|
|
"L 329.904455 175.234784 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_36><path d="M 337.870091 178.599179 \n",
|
|
"L 345.835727 178.599179 \n",
|
|
"L 345.835727 170.748925 \n",
|
|
"L 337.870091 170.748925 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_37><path d="M 345.835727 178.599179 \n",
|
|
"L 353.801364 178.599179 \n",
|
|
"L 353.801364 173.552587 \n",
|
|
"L 345.835727 173.552587 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_38><path d="M 353.801364 178.599179 \n",
|
|
"L 361.767 178.599179 \n",
|
|
"L 361.767 173.552587 \n",
|
|
"L 353.801364 173.552587 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_39><path d="M 361.767 178.599179 \n",
|
|
"L 369.732636 178.599179 \n",
|
|
"L 369.732636 174.113319 \n",
|
|
"L 361.767 174.113319 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_40><path d="M 369.732636 178.599179 \n",
|
|
"L 377.698273 178.599179 \n",
|
|
"L 377.698273 174.113319 \n",
|
|
"L 369.732636 174.113319 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_41><path d="M 377.698273 178.599179 \n",
|
|
"L 385.663909 178.599179 \n",
|
|
"L 385.663909 172.991854 \n",
|
|
"L 377.698273 172.991854 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_42><path d="M 385.663909 178.599179 \n",
|
|
"L 393.629545 178.599179 \n",
|
|
"L 393.629545 176.356249 \n",
|
|
"L 385.663909 176.356249 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_43><path d="M 393.629545 178.599179 \n",
|
|
"L 401.595182 178.599179 \n",
|
|
"L 401.595182 174.113319 \n",
|
|
"L 393.629545 174.113319 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_44><path d="M 401.595182 178.599179 \n",
|
|
"L 409.560818 178.599179 \n",
|
|
"L 409.560818 177.477714 \n",
|
|
"L 401.595182 177.477714 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_45><path d="M 409.560818 178.599179 \n",
|
|
"L 417.526455 178.599179 \n",
|
|
"L 417.526455 178.599179 \n",
|
|
"L 409.560818 178.599179 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_46><path d="M 417.526455 178.599179 \n",
|
|
"L 425.492091 178.599179 \n",
|
|
"L 425.492091 177.477714 \n",
|
|
"L 417.526455 177.477714 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_47><path d="M 425.492091 178.599179 \n",
|
|
"L 433.457727 178.599179 \n",
|
|
"L 433.457727 176.916981 \n",
|
|
"L 425.492091 176.916981 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_48><path d="M 433.457727 178.599179 \n",
|
|
"L 441.423364 178.599179 \n",
|
|
"L 441.423364 178.599179 \n",
|
|
"L 433.457727 178.599179 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_49><path d="M 441.423364 178.599179 \n",
|
|
"L 449.389 178.599179 \n",
|
|
"L 449.389 178.038446 \n",
|
|
"L 441.423364 178.038446 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_50><path d="M 449.389 178.599179 \n",
|
|
"L 457.354636 178.599179 \n",
|
|
"L 457.354636 178.038446 \n",
|
|
"L 449.389 178.038446 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_51><path d="M 457.354636 178.599179 \n",
|
|
"L 465.320273 178.599179 \n",
|
|
"L 465.320273 178.599179 \n",
|
|
"L 457.354636 178.599179 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_52><path d="M 465.320273 178.599179 \n",
|
|
"L 473.285909 178.599179 \n",
|
|
"L 473.285909 178.038446 \n",
|
|
"L 465.320273 178.038446 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pb045ff4e00) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 55.09 178.599179 \n",
|
|
"L 55.09 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_54><path d="M 493.2 178.599179 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_55><path d="M 55.09 178.599179 \n",
|
|
"L 493.2 178.599179 \n",
|
|
"" style="fill: none"/></g><g id=patch_56><path d="M 55.09 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pb045ff4e00><rect x=55.09 y=10.8 width=438.11 height=167.799179 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=2192870353992049412bottom-2192870353992049412common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>263</td><td><div class=bar style=width:37.8%> &nbsp; </div> 20.4% </td></tr><tr class><td title=24> 24 </td><td>47</td><td><div class=bar style=width:6.8%> &nbsp; </div> 3.7% </td></tr><tr class><td title=22> 22 </td><td>43</td><td><div class=bar style=width:6.2%> &nbsp; </div> 3.3% </td></tr><tr class><td title=21> 21 </td><td>40</td><td><div class=bar style=width:5.7%> &nbsp; </div> 3.1% </td></tr><tr class><td title=18> 18 </td><td>38</td><td><div class=bar style=width:5.5%> &nbsp; </div> 3.0% </td></tr><tr class><td title=30> 30 </td><td>38</td><td><div class=bar style=width:5.5%> &nbsp; </div> 3.0% </td></tr><tr class><td title=36> 36 </td><td>31</td><td><div class=bar style=width:4.5%> &nbsp; </div> 2.4% </td></tr><tr class><td title=28> 28 </td><td>31</td><td><div class=bar style=width:4.5%> &nbsp; </div> 2.4% </td></tr><tr class><td title=29> 29 </td><td>30</td><td><div class=bar style=width:4.3%> &nbsp; </div> 2.3% </td></tr><tr class><td title=25> 25 </td><td>30</td><td><div class=bar style=width:4.3%> &nbsp; </div> 2.3% </td></tr><tr class=other><td title="Other values (89)"> Other values (89) </td><td>696</td><td><div class=bar style=width:100.0%> 54.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=2192870353992049412bottom-2192870353992049412extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#2192870353992049412extreme_values-2192870353992049412firstn aria-controls=2192870353992049412extreme_values-2192870353992049412firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#2192870353992049412extreme_values-2192870353992049412lastn aria-controls=2192870353992049412extreme_values-2192870353992049412lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=2192870353992049412extreme_values-2192870353992049412firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>263</td><td><div class=bar style=width:100.0%> 20.4% </div></td></tr><tr class><td title=0.17> 0.17 </td><td>1</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.1% </td></tr><tr class><td title=0.33> 0.33 </td><td>1</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.1% </td></tr><tr class><td title=0.42> 0.42 </td><td>1</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.1% </td></tr><tr class><td title=0.67> 0.67 </td><td>1</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.1% </td></tr><tr class><td title=0.75> 0.75 </td><td>3</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.2% </td></tr><tr class><td title=0.83> 0.83 </td><td>3</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.2% </td></tr><tr class><td title=0.92> 0.92 </td><td>2</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.2% </td></tr><tr class><td title=1> 1 </td><td>10</td><td><div class=bar style=width:3.8%> &nbsp; </div> 0.8% </td></tr><tr class><td title=2> 2 </td><td>12</td><td><div class=bar style=width:4.6%> &nbsp; </div> 0.9% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=2192870353992049412extreme_values-2192870353992049412lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=80> 80 </td><td>1</td><td><div class=bar style=width:20.0%> &nbsp; </div> 0.1% </td></tr><tr class><td title=76> 76 </td><td>1</td><td><div class=bar style=width:20.0%> &nbsp; </div> 0.1% </td></tr><tr class><td title=74> 74 </td><td>1</td><td><div class=bar style=width:20.0%> &nbsp; </div> 0.1% </td></tr><tr class><td title=71> 71 </td><td>2</td><td><div class=bar style=width:40.0%> &nbsp; </div> 0.2% </td></tr><tr class><td title=70.5> 70.5 </td><td>1</td><td><div class=bar style=width:20.0%> &nbsp; </div> 0.1% </td></tr><tr class><td title=70> 70 </td><td>2</td><td><div class=bar style=width:40.0%> &nbsp; </div> 0.2% </td></tr><tr class><td title=67> 67 </td><td>1</td><td><div class=bar style=width:20.0%> &nbsp; </div> 0.1% </td></tr><tr class><td title=66> 66 </td><td>1</td><td><div class=bar style=width:20.0%> &nbsp; </div> 0.1% </td></tr><tr class><td title=65> 65 </td><td>3</td><td><div class=bar style=width:60.0%> 0.2% </div></td></tr><tr class><td title=64> 64 </td><td>5</td><td><div class=bar style=width:100.0%> 0.4% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_2652011105928627231></a><div class=variable><div class=col-sm-12><p class=h4 title=sibsp><a href=#pp_var_2652011105928627231>sibsp</a><br><small>Real number (&Ropf;)</small></p><p><code>ZEROS</code>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">7</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.5%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">0.50738151</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr class=alert><th>Zeros</th><td style="white-space:pre white-space:nowrap">869</td></tr><tr class=alert><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">67.5%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.778350</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 162 \n",
|
|
"L 216 162 \n",
|
|
"L 216 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 10.8 131.981373 \n",
|
|
"L 205.2 131.981373 \n",
|
|
"L 205.2 10.8 \n",
|
|
"L 10.8 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(19.397715 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(63.579533 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(107.761351 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(151.94317 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(196.124988 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g></g><g id=patch_3><path d="M 19.636364 131.981373 \n",
|
|
"L 44.883117 131.981373 \n",
|
|
"L 44.883117 16.570542 \n",
|
|
"L 19.636364 16.570542 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p41a493c79a) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 44.883117 131.981373 \n",
|
|
"L 70.12987 131.981373 \n",
|
|
"L 70.12987 127.901192 \n",
|
|
"L 44.883117 127.901192 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p41a493c79a) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 70.12987 131.981373 \n",
|
|
"L 95.376623 131.981373 \n",
|
|
"L 95.376623 130.03843 \n",
|
|
"L 70.12987 130.03843 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p41a493c79a) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 95.376623 131.981373 \n",
|
|
"L 120.623377 131.981373 \n",
|
|
"L 120.623377 129.844136 \n",
|
|
"L 95.376623 129.844136 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p41a493c79a) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 120.623377 131.981373 \n",
|
|
"L 145.87013 131.981373 \n",
|
|
"L 145.87013 131.39849 \n",
|
|
"L 120.623377 131.39849 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p41a493c79a) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 145.87013 131.981373 \n",
|
|
"L 171.116883 131.981373 \n",
|
|
"L 171.116883 131.981373 \n",
|
|
"L 145.87013 131.981373 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p41a493c79a) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 171.116883 131.981373 \n",
|
|
"L 196.363636 131.981373 \n",
|
|
"L 196.363636 131.107049 \n",
|
|
"L 171.116883 131.107049 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p41a493c79a) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 10.8 131.981373 \n",
|
|
"L 10.8 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_11><path d="M 205.2 131.981373 \n",
|
|
"L 205.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_12><path d="M 10.8 131.981373 \n",
|
|
"L 205.2 131.981373 \n",
|
|
"" style="fill: none"/></g><g id=patch_13><path d="M 10.8 10.8 \n",
|
|
"L 205.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p41a493c79a><rect x=10.8 y=10.8 width=194.4 height=121.181373 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-2652011105928627231, #minifreqtable2652011105928627231" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-2652011105928627231 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#2652011105928627231bottom-2652011105928627231statistics aria-controls=2652011105928627231bottom-2652011105928627231statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#2652011105928627231bottom-2652011105928627231histogram aria-controls=2652011105928627231bottom-2652011105928627231histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#2652011105928627231bottom-2652011105928627231common_values aria-controls=2652011105928627231bottom-2652011105928627231common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#2652011105928627231bottom-2652011105928627231extreme_values aria-controls=2652011105928627231bottom-2652011105928627231extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=2652011105928627231bottom-2652011105928627231statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">1.0484677</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">2.0664287</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">19.710441</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">0.50738151</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">3.8118054</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">653</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">1.0992845</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=2652011105928627231bottom-2652011105928627231histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.850014</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 183.053951 \n",
|
|
"L 493.2 183.053951 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(80.719417 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(129.788735 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(178.858053 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(227.927371 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(276.996689 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(326.066008 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(375.135326 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(424.204644 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(473.273962 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_10><g style="fill: #262626" transform="translate(44.5275 186.85317) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_11><g style="fill: #262626" transform="translate(31.8025 159.235092) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_12><g style="fill: #262626" transform="translate(31.8025 131.617014) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_13><g style="fill: #262626" transform="translate(31.8025 103.998937) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_14><g style="fill: #262626" transform="translate(31.8025 76.380859) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_15><g style="fill: #262626" transform="translate(25.44 48.762781) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_16><g style="fill: #262626" transform="translate(25.44 21.144703) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_17><g style="fill: #262626" transform="translate(19.152344 125.339632) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 183.053951 \n",
|
|
"L 137.096948 183.053951 \n",
|
|
"L 137.096948 19.002569 \n",
|
|
"L 81.017727 19.002569 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0f69be858e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 137.096948 183.053951 \n",
|
|
"L 193.176169 183.053951 \n",
|
|
"L 193.176169 177.254155 \n",
|
|
"L 137.096948 177.254155 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0f69be858e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 193.176169 183.053951 \n",
|
|
"L 249.25539 183.053951 \n",
|
|
"L 249.25539 180.292144 \n",
|
|
"L 193.176169 180.292144 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0f69be858e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 249.25539 183.053951 \n",
|
|
"L 305.33461 183.053951 \n",
|
|
"L 305.33461 180.015963 \n",
|
|
"L 249.25539 180.015963 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0f69be858e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 305.33461 183.053951 \n",
|
|
"L 361.413831 183.053951 \n",
|
|
"L 361.413831 182.225409 \n",
|
|
"L 305.33461 182.225409 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0f69be858e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 361.413831 183.053951 \n",
|
|
"L 417.493052 183.053951 \n",
|
|
"L 417.493052 183.053951 \n",
|
|
"L 361.413831 183.053951 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0f69be858e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 417.493052 183.053951 \n",
|
|
"L 473.572273 183.053951 \n",
|
|
"L 473.572273 181.811138 \n",
|
|
"L 417.493052 181.811138 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p0f69be858e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 61.39 183.053951 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_11><path d="M 493.2 183.053951 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_12><path d="M 61.39 183.053951 \n",
|
|
"L 493.2 183.053951 \n",
|
|
"" style="fill: none"/></g><g id=patch_13><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p0f69be858e><rect x=61.39 y=10.8 width=431.81 height=172.253951 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=7) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=2652011105928627231bottom-2652011105928627231common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>869</td><td><div class=bar style=width:100.0%> 67.5% </div></td></tr><tr class><td title=1> 1 </td><td>319</td><td><div class=bar style=width:36.7%> &nbsp; </div> 24.8% </td></tr><tr class><td title=2> 2 </td><td>42</td><td><div class=bar style=width:4.8%> &nbsp; </div> 3.3% </td></tr><tr class><td title=4> 4 </td><td>22</td><td><div class=bar style=width:2.5%> &nbsp; </div> 1.7% </td></tr><tr class><td title=3> 3 </td><td>20</td><td><div class=bar style=width:2.3%> &nbsp; </div> 1.6% </td></tr><tr class><td title=8> 8 </td><td>9</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.7% </td></tr><tr class><td title=5> 5 </td><td>6</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.5% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=2652011105928627231bottom-2652011105928627231extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#2652011105928627231extreme_values-2652011105928627231firstn aria-controls=2652011105928627231extreme_values-2652011105928627231firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#2652011105928627231extreme_values-2652011105928627231lastn aria-controls=2652011105928627231extreme_values-2652011105928627231lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=2652011105928627231extreme_values-2652011105928627231firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>869</td><td><div class=bar style=width:100.0%> 67.5% </div></td></tr><tr class><td title=1> 1 </td><td>319</td><td><div class=bar style=width:36.7%> &nbsp; </div> 24.8% </td></tr><tr class><td title=2> 2 </td><td>42</td><td><div class=bar style=width:4.8%> &nbsp; </div> 3.3% </td></tr><tr class><td title=3> 3 </td><td>20</td><td><div class=bar style=width:2.3%> &nbsp; </div> 1.6% </td></tr><tr class><td title=4> 4 </td><td>22</td><td><div class=bar style=width:2.5%> &nbsp; </div> 1.7% </td></tr><tr class><td title=5> 5 </td><td>6</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.5% </td></tr><tr class><td title=8> 8 </td><td>9</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.7% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=2652011105928627231extreme_values-2652011105928627231lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=8> 8 </td><td>9</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.7% </td></tr><tr class><td title=5> 5 </td><td>6</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.5% </td></tr><tr class><td title=4> 4 </td><td>22</td><td><div class=bar style=width:2.5%> &nbsp; </div> 1.7% </td></tr><tr class><td title=3> 3 </td><td>20</td><td><div class=bar style=width:2.3%> &nbsp; </div> 1.6% </td></tr><tr class><td title=2> 2 </td><td>42</td><td><div class=bar style=width:4.8%> &nbsp; </div> 3.3% </td></tr><tr class><td title=1> 1 </td><td>319</td><td><div class=bar style=width:36.7%> &nbsp; </div> 24.8% </td></tr><tr class><td title=0> 0 </td><td>869</td><td><div class=bar style=width:100.0%> 67.5% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_7829218258275558086></a><div class=variable><div class=col-sm-12><p class=h4 title=parch><a href=#pp_var_7829218258275558086>parch</a><br><small>Real number (&Ropf;)</small></p><p><code>ZEROS</code>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.6%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">0.38927739</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">9</td></tr><tr class=alert><th>Zeros</th><td style="white-space:pre white-space:nowrap">982</td></tr><tr class=alert><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">76.3%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.919948</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 162 \n",
|
|
"L 216 162 \n",
|
|
"L 216 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 10.8 131.981373 \n",
|
|
"L 205.2 131.981373 \n",
|
|
"L 205.2 10.8 \n",
|
|
"L 10.8 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(19.397715 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(58.670442 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(97.94317 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(137.215897 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(176.488624 150.378872) rotate(-45) scale(0.08 -0.08)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g></g><g id=patch_3><path d="M 19.636364 131.981373 \n",
|
|
"L 41.727273 131.981373 \n",
|
|
"L 41.727273 16.570542 \n",
|
|
"L 19.636364 16.570542 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p30f2699ba7) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 41.727273 131.981373 \n",
|
|
"L 63.818182 131.981373 \n",
|
|
"L 63.818182 120.751127 \n",
|
|
"L 41.727273 120.751127 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p30f2699ba7) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 63.818182 131.981373 \n",
|
|
"L 85.909091 131.981373 \n",
|
|
"L 85.909091 131.179213 \n",
|
|
"L 63.818182 131.179213 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p30f2699ba7) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 85.909091 131.981373 \n",
|
|
"L 108 131.981373 \n",
|
|
"L 108 131.379753 \n",
|
|
"L 85.909091 131.379753 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p30f2699ba7) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 108 131.981373 \n",
|
|
"L 130.090909 131.981373 \n",
|
|
"L 130.090909 131.379753 \n",
|
|
"L 108 131.379753 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p30f2699ba7) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 130.090909 131.981373 \n",
|
|
"L 152.181818 131.981373 \n",
|
|
"L 152.181818 131.780833 \n",
|
|
"L 130.090909 131.780833 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p30f2699ba7) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 152.181818 131.981373 \n",
|
|
"L 174.272727 131.981373 \n",
|
|
"L 174.272727 131.981373 \n",
|
|
"L 152.181818 131.981373 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p30f2699ba7) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 174.272727 131.981373 \n",
|
|
"L 196.363636 131.981373 \n",
|
|
"L 196.363636 131.780833 \n",
|
|
"L 174.272727 131.780833 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p30f2699ba7) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 10.8 131.981373 \n",
|
|
"L 10.8 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_12><path d="M 205.2 131.981373 \n",
|
|
"L 205.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_13><path d="M 10.8 131.981373 \n",
|
|
"L 205.2 131.981373 \n",
|
|
"" style="fill: none"/></g><g id=patch_14><path d="M 10.8 10.8 \n",
|
|
"L 205.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p30f2699ba7><rect x=10.8 y=10.8 width=194.4 height=121.181373 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-7829218258275558086, #minifreqtable7829218258275558086" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-7829218258275558086 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#7829218258275558086bottom-7829218258275558086statistics aria-controls=7829218258275558086bottom-7829218258275558086statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#7829218258275558086bottom-7829218258275558086histogram aria-controls=7829218258275558086bottom-7829218258275558086histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#7829218258275558086bottom-7829218258275558086common_values aria-controls=7829218258275558086bottom-7829218258275558086common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#7829218258275558086bottom-7829218258275558086extreme_values aria-controls=7829218258275558086bottom-7829218258275558086extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=7829218258275558086bottom-7829218258275558086statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">9</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">9</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">0.87026749</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">2.2355973</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">21.3452</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">0.38927739</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">3.6531346</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">501</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">0.7573655</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7829218258275558086bottom-7829218258275558086histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:18.983319</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 183.053951 \n",
|
|
"L 493.2 183.053951 \n",
|
|
"L 493.2 13.583354 \n",
|
|
"L 61.39 13.583354 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(80.719417 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(167.95376 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(255.188103 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(342.422447 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(429.65679 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_6><g style="fill: #262626" transform="translate(44.5275 186.85317) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_7><g style="fill: #262626" transform="translate(31.8025 158.807893) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_8><g style="fill: #262626" transform="translate(31.8025 130.762616) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_9><g style="fill: #262626" transform="translate(31.8025 102.717339) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_10><g style="fill: #262626" transform="translate(31.8025 74.672062) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_11><g style="fill: #262626" transform="translate(25.44 46.626785) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_12><g style="fill: #262626" transform="translate(25.44 18.581508) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_13><g style="fill: #262626" transform="translate(19.152344 126.731309) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 183.053951 \n",
|
|
"L 130.087045 183.053951 \n",
|
|
"L 130.087045 21.653382 \n",
|
|
"L 81.017727 21.653382 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p22ff5b9ac0) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 130.087045 183.053951 \n",
|
|
"L 179.156364 183.053951 \n",
|
|
"L 179.156364 167.348596 \n",
|
|
"L 130.087045 167.348596 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p22ff5b9ac0) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 179.156364 183.053951 \n",
|
|
"L 228.225682 183.053951 \n",
|
|
"L 228.225682 181.93214 \n",
|
|
"L 179.156364 181.93214 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p22ff5b9ac0) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 228.225682 183.053951 \n",
|
|
"L 277.295 183.053951 \n",
|
|
"L 277.295 182.212593 \n",
|
|
"L 228.225682 182.212593 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p22ff5b9ac0) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 277.295 183.053951 \n",
|
|
"L 326.364318 183.053951 \n",
|
|
"L 326.364318 182.212593 \n",
|
|
"L 277.295 182.212593 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p22ff5b9ac0) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 326.364318 183.053951 \n",
|
|
"L 375.433636 183.053951 \n",
|
|
"L 375.433636 182.773499 \n",
|
|
"L 326.364318 182.773499 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p22ff5b9ac0) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 375.433636 183.053951 \n",
|
|
"L 424.502955 183.053951 \n",
|
|
"L 424.502955 183.053951 \n",
|
|
"L 375.433636 183.053951 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p22ff5b9ac0) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 424.502955 183.053951 \n",
|
|
"L 473.572273 183.053951 \n",
|
|
"L 473.572273 182.773499 \n",
|
|
"L 424.502955 182.773499 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p22ff5b9ac0) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 61.39 183.053951 \n",
|
|
"L 61.39 13.583354 \n",
|
|
"" style="fill: none"/></g><g id=patch_12><path d="M 493.2 183.053951 \n",
|
|
"L 493.2 13.583354 \n",
|
|
"" style="fill: none"/></g><g id=patch_13><path d="M 61.39 183.053951 \n",
|
|
"L 493.2 183.053951 \n",
|
|
"" style="fill: none"/></g><g id=patch_14><path d="M 61.39 13.583354 \n",
|
|
"L 493.2 13.583354 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p22ff5b9ac0><rect x=61.39 y=13.583354 width=431.81 height=169.470598 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=8) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=7829218258275558086bottom-7829218258275558086common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>982</td><td><div class=bar style=width:100.0%> 76.3% </div></td></tr><tr class><td title=1> 1 </td><td>169</td><td><div class=bar style=width:17.2%> &nbsp; </div> 13.1% </td></tr><tr class><td title=2> 2 </td><td>112</td><td><div class=bar style=width:11.4%> &nbsp; </div> 8.7% </td></tr><tr class><td title=3> 3 </td><td>8</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.6% </td></tr><tr class><td title=4> 4 </td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=5> 5 </td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=6> 6 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=9> 9 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=7829218258275558086bottom-7829218258275558086extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#7829218258275558086extreme_values-7829218258275558086firstn aria-controls=7829218258275558086extreme_values-7829218258275558086firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#7829218258275558086extreme_values-7829218258275558086lastn aria-controls=7829218258275558086extreme_values-7829218258275558086lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=7829218258275558086extreme_values-7829218258275558086firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>982</td><td><div class=bar style=width:100.0%> 76.3% </div></td></tr><tr class><td title=1> 1 </td><td>169</td><td><div class=bar style=width:17.2%> &nbsp; </div> 13.1% </td></tr><tr class><td title=2> 2 </td><td>112</td><td><div class=bar style=width:11.4%> &nbsp; </div> 8.7% </td></tr><tr class><td title=3> 3 </td><td>8</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.6% </td></tr><tr class><td title=4> 4 </td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=5> 5 </td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=6> 6 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=9> 9 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=7829218258275558086extreme_values-7829218258275558086lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=9> 9 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=6> 6 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=5> 5 </td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=4> 4 </td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=3> 3 </td><td>8</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.6% </td></tr><tr class><td title=2> 2 </td><td>112</td><td><div class=bar style=width:11.4%> &nbsp; </div> 8.7% </td></tr><tr class><td title=1> 1 </td><td>169</td><td><div class=bar style=width:17.2%> &nbsp; </div> 13.1% </td></tr><tr class><td title=0> 0 </td><td>982</td><td><div class=bar style=width:100.0%> 76.3% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_1621182959913734982></a><div class=variable><div class=col-sm-12><p class=h4 title=ticket><a href=#pp_var_1621182959913734982>ticket</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">911</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">70.8%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:19.156609</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#pab946ba8c4)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=imageb0a5320ce7 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=pab946ba8c4><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-1621182959913734982, #minifreqtable1621182959913734982" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-1621182959913734982 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1621182959913734982bottom-1621182959913734982overview aria-controls=1621182959913734982bottom-1621182959913734982overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#1621182959913734982bottom-1621182959913734982word aria-controls=1621182959913734982bottom-1621182959913734982word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#1621182959913734982bottom-1621182959913734982characters aria-controls=1621182959913734982bottom-1621182959913734982characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1621182959913734982bottom-1621182959913734982overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">18</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">17</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">6.7886558</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">3</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">8737</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">35</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">5 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">697 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">54.2%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">24160</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">113781</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">113781</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">113781</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">113781</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1621182959913734982bottom-1621182959913734982word><div class=col-sm-6><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=pc> pc </td><td>92</td><td><div class=bar style=width:6.7%> &nbsp; </div> 5.6% </td></tr><tr class><td title=c.a> c.a </td><td>43</td><td><div class=bar style=width:3.1%> &nbsp; </div> 2.6% </td></tr><tr class><td title=a/5> a/5 </td><td>22</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.3% </td></tr><tr class><td title=ca> ca </td><td>22</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.3% </td></tr><tr class><td title=2> 2 </td><td>17</td><td><div class=bar style=width:1.2%> &nbsp; </div> 1.0% </td></tr><tr class><td title=sc/paris> sc/paris </td><td>16</td><td><div class=bar style=width:1.2%> &nbsp; </div> 1.0% </td></tr><tr class><td title=soton/o.q> soton/o.q </td><td>16</td><td><div class=bar style=width:1.2%> &nbsp; </div> 1.0% </td></tr><tr class><td title=ston/o> ston/o </td><td>14</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.9% </td></tr><tr class><td title=w./c> w./c </td><td>14</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.9% </td></tr><tr class><td title=2343> 2343 </td><td>11</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.7% </td></tr><tr class=other><td title="Other values (942)"> Other values (942) </td><td>1379</td><td><div class=bar style=width:100.0%> 83.8% </div></td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:19.540465</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p533e172bfb)><image xlink:href="data:image/png;base64,\n",
|
|
"iVBORw0KGgoAAAANSUhEUgAAAc4AAAE0CAYAAACl79PPAAEAAElEQVR4nOz9dZxdV3bmD3/3Oecy1r3FzCRmBlsyczNDOul0kg6/k/llkkwySSaZJJNkAp1mRrfbdtsyySRbzKySVCpmunWZD7x/3FJJZVVJJVnu7nT86GN/6tx77tn70F57rf2sZwnDMAzexbt4F+/iXbyLdzEvSD/vDryLd/Eu3sW7eBf/maD8vDvwLt7Fu3gX/xUwW3BPCPFz6Mm7eLt413C+i3fxS4rLA/Vsg/PVg7gQ4prtd3H78czjh/jRN/agaToPf3ANH/zURszmd4fgdxJvfQeu3n47z/y7d+1dvItfQmS1MAm1B8PQsSllWJRCDEMnpY2iCAc6GRLZXiRhxmlqIKNPklKHkYUVl7mFrB5B0+NYlRJ0I000cx7dyGKS3DjM9UjC9PM+xf90SKeyREIJNE0nnczAu/SSt4WJyRjtXaM4bBYqyvLI89jRNJ2h0TAlRR7iiTR9A5NYLSYaagsZC0QZn4hiNitUlfsZGAqSSGbw+xyUFnlvqu15GU7DMDg9NMKu9i50w+CelkYWlBSyr6uX/V19mGWZ9XVVLCsrQZFzy6aHevqRhGBVVflNX5B3kYNhqEwkXiOaPoPT0kKB/V6EkAkkdhFKHUaWbPhsm3GZFyGEPPUbnbH4s3isq7DIpYRShwgm92IzVVHguA9FcgDXn10ZhkHvxWHefPYEmYxKaXU+mx9chstrJx5N8vKPDhGejLHu3kXUtZZx+kAHJ/e2gxA0LalkxdYW0skM3/6/L2C1mRCShDffyd0fWMPkaIQ9L5zE5XWw8f7F5Bd7p2d7R3edx+m107ys6pavWVbV2HWqkwVVRZTle0ikM7x2ooPu0UlWNpSzrqUaIaBvLMQLR86TUTVWNVawpqkSSRK8dPQiVUV5NJcXTPdrcCLM6e5htiyuxW4xz9l2MJrgxUMXCMaSNJYXIEmCO5fVYxhwpmuYkckoW5fWYTErdA0F6BsLsnFRDYqcu3epjMoPXztOKJakKM/Fg+tbcdutt3QdDHRAkFKHSWvjKFkniWwPsUw7edbVeK3LEUAweQizlAcIBDCWeBW7qQrDyDCRfIMS52MIBOH0GQwji8+2dkY7iUSG5186RVbVkCWJpsZiFrSUcbZtgPMXhyku8rB+TT2nz/bT2T2OLAnWramnotxHb98E+w914nbb2LC2HrvNzJHjPfT0jrN8aRXNjSW3zfsNpEfZN7ETtykPCcGyvE2k9QSXYucwS2YWe9ZikswYhs5Qqhfd0Kmw15HR01yMnmIsNUSTawn5lmLOR48TzgSwyDZaXSvwmH23pY+6YaDrOrIkIYTIbRsGshDT10HTdaSrtt8uDEMFxPT4MfM7A1ARU5Mkw9ABHSHmNhuGoQHSNf3TNB0AScr1Xb+8PWUvDMNA1wxkRZr+W0gCScodR9d0ECBJEoZuoOsGWVVj3+FOli2qoKzEyxv725mYjNHWPsR7H1hOPJkhFE7SPzRJUYGb85dGMCsyHT1jFPicGEA6o7LvcCeP3b9s2nbNB/PaU9V1vrL3CBtqq7izsY5/f/MA0VQan93Oe5YuYHNDNS+cvUhvMDTt/nZNBOmamJx3R37ZYWCgGzpZPU1GT6IZ2WvWPHRDI6GGSWvxqe9kvNbVFLveRyLTwVj8eQwMTHI+Ja4P4LWuYyT6FGltFE1PoupRND1GKHWQtDoC6LgsrZS43o9uJBmJ/mTWdZbZYLGZWX/fYh78xAbSySw7vr0HXdd54Xv7QQhWb2vliS++RjKRwVfoYdv7VrHtPStpO9bNyX3tmMwKuqZRUJbH/R9bz9ZHVuBw2Sip8nP3B9bgL3Tz8o8OkYimpvvUfWGI4d6Jt3Wddd3gbO8IwVgidx4mhfWt1Ty0ppUD53s5cL4HwzD44vP7WVhdzN3LG/nJntNMRGIAmBWJ5w6dm3FMSRKc6xthKBCZ8/oZhsHZ7hGGJ6M8tL6VC31jHGzrxSB374cnI1waHEedGjBcdguvHrtEPJWdPoYsCRbVlvD+rUuxmk1868Uj875fb4VZzkMRDjJaEEmY0Y0siuTGbVmITSnDJHlRJA+akQZAkd0okgdVjyKQMMv5CEw5L1SyUeZ6H0IoyJJzhrdpsSh4vXYikSSbNzZSX1dEMpXhwKFO7tzSwvkLQ0xMxqivK2Lb1hYWL6rgmedOkExl2PHiKTZvbERTNdovjTA6FuFi+zCbNzTx0x0nUFX9ls59NtgVF5KQ8Zh8LPauxS478Jj8LHCvAENwLLgHwzAwgGBmgsnMGIZhMJkZYzQ1wCLvavZOvIgAah0tLPVuwCG7OBc5im7cej/b+kc5emkATdfZc66b77x+jK/tPEwsmWbvuW6+9coRfrznNJqu89rJS3zt5cO8eOwihmGwv62HU91Dt9x2Ru0hGPsuE9EvEEvtRjcyaHqUWPINkpnTGKSZjH2DUOxHaHoETQ8QiH6FcOIZDCP33IbiP0HVJjAMnWjyFSYi/0o48cSM5zYYiPHac6d44lv7eP350wQDMV546hg//tZeThzqIhJK8K0vvMYPv76bsyd66ese58ff3ssT397L2HCIzosjfOsLr/Ht/3id0GSM44c6+fG397J/5zkeunsxqqpjs5pQVY2iAjd11QX48hyEI0laG0vwuu0MjYQYn4hQkO8ik9UwmWRcTgt2m4lYPM3NzkPm5XGquk4qq9JaUoiEwCTLxNIZmovyp/d5o72bgWCYWn/evBpOJTK0n+knk1Fvrsc/R8iyRNPiCuzOm/cCdEPlUvQwp4I7SWphqp3LWOq9D4+pcHp2FlUDfKf79/GZy3mw9A9wmwrRjQxZLYDXto6+8JfJd9yDy7wQAJtSzXj8BZLZPvoTXyOR7cAsFxBNn0agYJGLkCUXGS2A07yAntD/o9j1PhThvGF/iyv903+3LK9i5+OHSCezHHzlLH/57c9id1qx/uAAE0MhqptLcueo6RRV+AiMhLDYzLz/N7bzzDd2MzkSZuGaOoQQqFmN0EQUf7GHAy+fITASxu66Na9qvkhlsoTjSVY0lPPqiUssry8jGEuysKoYu8WEy24hnEhT6HWxvrWap/efZXAiTHmBF4BCr5Mir4vzfWPUFPuQ53jLct6hwUQoTkWhlzNdwwBIQnDPqibuWdU0vW++x0FjeQF7Tnfx4LpWABRZYkVjOSC4f20Ln/+Xp0ikszisc3u5c8EwNCTJhkl2IVDw29YxEH18+vN4tovh2A5KnQ9hUQqZTB4knD5DhesjSMKGEIJCxzYGo0/iMFUjCTOlzkfpCX+TBt/vT7cjyxLb72hF1w2Onehh+50LGBgME4mmiERTIASSELicVoZGQoTCCVwuK8FggmAoQTyWIZPREEIwPBLG53NQXpaH02lhbDxCWen8xpMbwSrZ2JB/D8eDeyiyluEx+UlpSSLZEG6Tl7bIMbJ6GkWaea2DmXHcpjwKzCVYZRsxNYLblMdYeoiMnsYi5e75rSKdVUlmskhCsKGlmoWVRTy+5zSqprOupYoV9eV84bl9jASjJLMqj61byI5DbSTSWZbWlfHNV47QWlGESbnWY7wRTHIVHsf7SWfbyKg9RBLPkMq2oWlBbOblWJQ6nNatRJO7yKr9mJVqXLbthOI/xmHZgCLno+sRDFQ0PYiuR/E6PkQo/ji6EUeeGme8Pgdb7llIYCzCGy+fxeGyctdDSxkemOT0sR4cLisFhW6KSvOIRVM0Lyzn0Q+vYc8r55gMxAhNxmlsLWN8NEwinmbJqhpaFlfwnS++TnG+m+6+CYZHw6xaVs0b+9vRdAOrxYQsS2RVjUxWxeGwYLWYOHm2nzvWNyGE4MXXz1FW7OW9DyxDeifWOC2yzLbmOp44fhZV11lXU0mhyzH9fSSVJpRMYbmJmzcxGubv//BHBMYiN9XhnydsdjP/94e/QW1L6U39zjAMRlNdvDryZZJaBFmYGAt0k9GSbC78OFY594C5lQKKrQ2MpbsJZodwmbwMRr6LIrmQJQeqFiarTWBVcu1ntCCqHkORHPhtW7EplRS73kvX5N9T4vogFqWMvvCXMAwVs5xPVguTVodRzA3X7e9lQ37xZC/H91wklciw7u5FCAGJaIrxoRBF5T6S0RQ2hwUhBAd2nqHzXG7mvOn+pUiyoLQ6n62PLOeF7++jqMJPYVkee547wUDXGEXlPoLjEYb7A1Q0FN3C3ZgfJqMJnthzCr/bQVbVCMaSJFJZ3rNhET/ZexqXzUJVYR6VU0bSYlLYuriO10918PFtKxECZElieX0ZT+09w13LG5HN1wZqhBDUl+cTiicZmggzOB5GkSUEsxMPhBBsW9HAvz21l23LG7BZTFd9B11DAWwWE7J0ayE5VY8TTV9A05NYZBMgkW/bwnB8BxIKkuxCEgppLYDdqMEk5yGQSGmjWJVSIulzpNURUuoIWT1MIttLUh3AppTN0ppgy8Ymdrx4kovtI+T7ncRiKYaHQ6xYWkVRoZusqjE2FuHEyT4WtJbisFvIZFRGRkMUFblpbCjmQvvwdBhSEgJdv31rgEIIvGY/ja7FnAodpKColPboaaLZEHYlF7bLGlkUZhpO3dCngti5YLaBgWaojKeHGU71scizGmmWMOe8+3X5PyHIqCrnB3Kertkkc6ZnmMFAhIayAgBkITDJEhaTQiqr4nPaqCn20T44zoKq4lu6Jqo6SipzFpNSgcXUhGEkkc2rUeRiMmoPifQRDCOJqgfRMhEyai+GoaLqkyjyZcdJYBiZ3BUSJiTJjm4kkHFOtxMNJzh3qg+3x46W1di/6zySLFFVW0h1XQEvP3Oc4GScZWtqiYQT7Hv9PGaLgi/fidNl5ZkfHsJqM+Ny2+m8MExv1ziFZV4On+ohGkthtZpwO2001BRy9FQvZpNMcYGbM+cHUWSJkiIPkWiSodEwmayKxaLgdFjQVI1AMI7bZbupazc/cpAQuCxmumNBNN2gyOVEliSeO3uB1y92klI1WooLaCoquKnG/yvhXOgNMnqSzQUfp8TexKsjX+Z8ZDetnq2U2ZqnB9dyeyu98dMk1DCqHieevURrwb9gkGUy+Qa6kWU4+iTB1F50I4PLvBibqRqbqYZYpo1Y5vx0mwYqk8ndLCr6GgKZyWQuHDNfFJbl0bi4kl0/PYbDbcVkMSFkwc7HDxIYDdOwuIL8Eg8AVc0lpJJp2o72YLGZp8+neVkVXW2DvPqTw3zwt7Zz8NVz/NqfPYK/yMNA1xhaVruNV3kmDMNgPBwno2p8cMtSRiYjXBqaQNV1/C47hy/0YS8xYVIkZClnDIUQrGup5isvHmQymsDvtgPQUFaAbhh0Dk/MOUhlVY1LAxNcGhhHkiTuX9M8q9G8jBK/m2Kfm1OdQ6xpqSSZUfnnJ94kGE0gCcFHty/HYro1/p4s2XCZm4DGXNhVCKxKEeWuDyALB0JIlDofQxIWhDDhMNWhOBzIkg0hFGxKOWbJh8uyEFlyYDdVYZZ9mGX/jHYMw2AiEMPlsuLLczA+EaWxvgivx059XSHFxZ5pI7igtQyXy8prb7SxcV0D/jwnBQUuGuuLkSRBgd/FufODxBNpJoNx8vNdt3Tus0E3dCLZSfItJUykR9AMjYQWo8Jeh8fsYyIzgkWycjy4h7gaxWvOnafL5GUkNUBaT057m6qepdW9HICR1ADVjqbrNT0n4qkMb57pYlldWS5MbBg0lxdytH0Aw4BIPE2e08byujKyqk5a1Uiks8RSaZxWM7phsLCyiCOX+mmuKJx+hucLw8ggy3lYzYvIqN2Y5AosShOR1Mt47A+i6SFMSgmy7kKR3GTUYSxKNZo+iSy5SWUvkMq24TLuR5IcGKjoRgxNDyELz3Q7mqpjsZlZuKyKV3acwgBGR8Jsu38JvgIXyXgaT56DmoYiEvE0mqYTi6a4/64VON02ei6NUtNQzPhoGF3XicdS2B0W1m1tJppIoygSPq8DSRI01BRSUuTBZjNTX1OIz+vAZjWhyBJNdcUU+F2YTDKyJLFlbQOpVBa3++aMJszTcOq6wb6uPj65Zhk+h50/evolHlrUTDCRZFtTHdub65ElCVkINMMgFE+QVlVs71Ktp9GXOIPfUkG9aw0+cylr/e/juaF/oi28i1JbI4LcrDXPXIJqpMnq6enPQJ9axJcwy36yWoBCx4P4bJum9snt57ffxXD0h9PGUSAhhASGBgIMNCzKjb07wzDQVB2r3cKyTY2EAlFO7Glnwapalm1oZPG6Bpasr8dkVpBkiXQyQ36Rh7y7FjHYNU5/xyglVfnEI0nsTgv1C8t58qtvICSBLEvomo6hG6hZjYLSPDRVIxJMoL5NI5pIZ5mMxmd8JktSbp3RMFA1HZvZhMtmYeexi9yzsomG0nz+5Nsv8d6Ni6fJAT6XnarCPM71jrBpYQ1CCMyKzL0rm3n+8AVaKgqRZhmkPA4rn7xnJbphIGCa9DMXBLB9RT0vH2lnWUMZuq5jkmU+/9hGSv1uFEW+ZRKIJEzYTDO9QyEUzPIVIovDXHvV/grKVdvWtzwnsmyZ8dvLMAy42D7C8VO9uJxWHrh3MVariYcfWMozz53A73fy6EPLOX9hiAOHOlFVjXvvXoQkSXzio+t54qkjHDrSxf33LKak2IM/z8mXvrqLe7YvxGq5feNHVs9wJPgm4WyARZ7VmCUL1Y4mTgT3YmCw2ncHslBocS9n9/hzlMiVABRaSulLdPDc8PdY478TCYkL0ZP0Ji5hliys9t1xy32ymk1saK3BPBWp6x0LsvdcDy2VRVhMCh6HlT3nuoknM9y9vJG6Yh+vnuxg84JaQvEkr57sIBhNUJbvIZ1Vr0tcmw26kSKaeBFND+Oy3TPVp8VoRgRZ8mNRmgjGf4As+TApNShyEeHEM5iVahTJjyzc2C3rEMKMJFxYTM1EEy/htN6FEFf6ks2qnDzcRV/XOGs2N2KzmXE4LLz2wilWrqunvqWUgiIP4yNh1mxpwu2xE4+meP3FM2y9ZyH5RW5OHOmmqNSL1WbG7XVw8nA3yUSG7Q8umfGOmM0Kvim7I5tznuZlmEwyRQXu6e0C/61PzOb1ZAoBdfk+XjnfgUmRWVqeW9PyWK0c7BkgnsmS77SzpqoCIQRH+wY5MzTCysrZwjr/NRHXQhQoVVgkG0JIFFnrKLTU0B49wMaCj2JXcjf4ai6ILNlwWxYzEPkOmhHDb78DRXJhkvOYTO4mq01ilgvxWtciS1Yc5jpcliUMRX8wdQSJAvs9DES+CULgtizFJM2PATg5Gmb/zjOYrSZ6Lg6zYnNuXeCu969h5+MHGR2YpKymgGUbG+k8N0jHmX4QEI8mKSrPQ82q7H3hJFpWZ7B3nJVbm5EkiU0PLOGlHx7E6bFhd9korvKTSmQ4tf8SXeeHKK7w37hzcyAYTbDrVCfj4RzRRwhBgceB22bh8TdPMhGJs2FBNTaLiQVVxew5201b7yiVBV4E0NY3yoX+MQAGA2FSmSytlYXsOZcjFGU1nZNdg4yF4xTnXfvSCSFuaq1JCEF5gReTItMzPElFoRdV03n5SDuFeU4WVBfRUP6LHcWRJMHG9Q1sXD8z/N/YUExjwxXPfMWyalYsq56xjy/PwWc/vYVIOMFQ/yQXxwcwqzoNxXkMXhpjrCeA3Wkhv8BNdV0hbq/9pvuXSmUZ7g8w1D+JGq7GlC6nV8Co9SQer52W4m2UV+djmQqVOxQX95V8GMhNtkZ6Yowd8iCxiGSLC2WZieV5G1met/Gm+3I1JCkX5VhcWUx/zwRvvnyWaCRJqZCwBXJ9XlxdwrK6K2PoouoSFlWXTG9/dOuy3DkmM/R2jDPQO0E8msIwwGo3U1jsoaa+CE+eHSEEA70THD/UiSRJ3PfoCmTFTZ7zozP6palmOs/W03VpEFkaZtHyB6ltvHwfXfhdn53eVwgTXsd7p7dt5kXYzIumtw3DYN/r5xkbDee+d1o4d6qPc6f6gFwfz57q4+zUNgIO7r4IQMOCUjZsbUEx5d6n9318/fQxi8u8bNzeysRYlJ3PniCTVtE0HUWRsNst+ApcVNYU4Mt3vmM5yfMynJIQvHfpAtrHAuiGQXNRPoZhsKamAp/DhmGA22pBEgJFkthYW0WRy0m+8+Yf9F9WSEgYhoZGzqtymwooszdzfPJ5OmJHWOTZBkAkO4YiLJgkKwITRc4PkMx2IJBwWXIPZZ5tExalGAxQZC/j8STHB/voCAQYjggGow3YlNM4zP347flUeA1WV5RSm7eCG6WiXIYrz0Hz8mrikQSmMgenTAme3fkqwUSSCW+EdNcIC/RSpHo3tTUF6LpOOpVlyfoGymoKkWTB4nUNjA1MUtlUjF5s42uHj9Guj3Es0YMpJti4opHOeJglJcWs3raAglIvReXXGvZXOzrZ0XaBtKrxSGsz9zY1zPpClOV7uHNZPY9fPMff7ttD8VkXf3PvXTyybiF9Y0GW1JbSUlHI+bExXhnp5nBHH2srKvj9bRswKTJOq3naIBZ6neS7HZhNCkXe3FqNAfz2wxtxWK7NYTQMg7SmcWpohIP9/QyEw2RUDY/VSkthARuqK6nw5CZHV/fdZbPw8PoFuOwWLCaFRzYuIBRNIkniFklBBu194zy/r42JcJzCPCfbVjXQWlM8gwARiiV5atdp3r9taY4cFUvx3L5zXOwdo6mqkIc2LsTtsPDyoYscONsDhsGC2hIe3Lhgej3WMAz2ne5G1XQ2LalFvgk6P+RSFF574RS7XjrD+HCYSDhBMplBzWroei41wWo14/baqKjO5877FrNuSzMWq+m6A+JlRmfbqX5eePooXe0jBMZjJBNpshkNIcBkVnA4LHh8DuoaS/j4r2+luOxaIlI8muIHX32TaCTJouVV/O0XPoHpNkTSrHYzkUiSp39wgGMHOhgfCZNMZBAC7A4LJRU+Nm9fwD0PL8fpts4pYjE5EeWH39jDqSPdTIxFSCUzGAaYLQreqfDnox9ey6LlVZw43MUX/+HFHDnnwaXIyrX3K5vV2PPqOZ77yRFMZpnP/cG9VxnOm8dzPznCicNdN/27BUsrWb2hcdpwXj7fQ3vbef6JI4wOh4iEEiQSabJZHV3TkWUJi9WEy22juCyPTdtbuePexTiclhnHvp4YwlzP1Vu/n6fHKXBbrVhTgud3neP5ZIZNq+rZvKqeDbVV0wfrHpjgD/7mKVYtquK3PrYZz00uuP4yw2XKJ66FSaghPKZCFGGmxrGcC5G9HJt8llJbA2bJzvnIHpwmHy5TPp2Tk+zvG+DBpqUYQCwj8FjBqpRgVXIzz6fPtvHPe58kmEyhahqaYaAbecAoglFkScIkS/hsKh9fnsdHli7Gbr7+gCyEwOawULu4nB1tF/jHPYcIJ1NkdX06DCm5BB3BXoKHBV987GE8/muZuiXV+Uj5Vr5++BhPP9tGMqui6jq6y0ASgr7uCzw90MldDXX82uqVtK6snc7buhp9wRCvdXSRUlUWl1w/1Ox12kgqKhcGB/EELBiGQanfTan/Soim3ONhMBpmkjTd6TCalOtPZWEelYXXDp7rW6uv26am63QEJvmHN/dydGCQtJo7T4PcpNMky/jtNt6/eCEfXrIYv902/c7IskRV8ZU2F1Tf+iAFuYiFbhisXlBJRZGXCz1jfHPHYX7zfRvxuW0kkrkw/ngozuG2PjYsqaGm1M+LB84zEYrxsftWsvPgBX782gk+/eBqJEnwoe3LkGWZp984xTd2HOI33rth2ggPjIXIqvotpc3ous7eV9s4frATyA32JpOC1WpCSCIXzld1RodCDA8EOXO8l56OMT7yq1uwWOcWYMikVV7ecYLvfnkX0XAyZ4RlCZNZwe7IDcSaZhCJJJkMxAiMR7nn0WXXGE4hBBXV+axYV8cbO8/S3THK8UOdrN7Y+LY9GU3V+L9//hRnjvciSQKLxYTDZUVTNeKxNBfPDtJ9aZSRoRCf+s1tOJyWa9pMpbL80/96hhOHu9A0HbNFwe2xI8m5XMh4LMWxAx20ne7n13//HjovjtxWwtV8sGJdPQ6XhVg0RTyaJh5LkYiniYSTOWOnSLjcNuwOCw6nFYfTgsNlpaG5dFbDfmj3RQ7vuwSAySxjMitYLJefF1BVjYnxCKPDIS6cHaDz4gif+s1tmFwmkmoWRZLwmK1kdI1YNoMiJNxmCzE1Q1bTcJrMmGWFpJpjOltkhYymEc2mEAgcJjMWWZm/AML5jmH++gsvMT4ZQ5IEB072MBGM84H7l2GeIjBUlPjIc9s52z7E8HjkXcN5FUptTZwKvUwgM0CxtR4hJCodi6hyLKYtvJsf9/05AomIOsEiz50UWKrY2dNPKqvydFsbAD6bjccWtM44bn8ozHg8jkmSqfB68NvtOC1mFEkiq+mEkkl6giEGIxH+4c29hJIpfmPdahw3MJ66YbCnu4d/2rOfsVgcsyzTkO+nxOXCJEtkNI1kVqXENfs6gWEYdAUm+dtdu9nT04sASj1uKjwe7CaFZFZlMBKhLxTmJ2fO0TUZ5E/v3MKi4qJ3XPLNZbHw/sWLODvyGhfGxjncP0CNL2/ONJPrQdN1DvT2879e20X3ZBCLIlPjy6PE7UKRJGLpDD3BEEORKP+69wBdgSD/487NFDgcNz74LUCSBC3VVyYXBV4nRy/00TsyyfP7htl/uof6inzSGZW+0SDP72vjY/eu5HTHEB+7byWNFQVIQvCdF44Qjae5a/UV4st77ljC333nNRKpDE6bZbbmbxoms0J9cwkV1fk0tpZRVuUnz+fAbDaRSmUYHQ5x+lgPe19rIzQZ54nv7KNpYTnrtzbPerxMJmc0v/3F14mGkygmmZqGAhYtr6a+qQSX1wYGRMIJRgaD9PdMEAkl5gyxuzw21mxq4uiBTuKxFLtfOcfiFTXY7DcfDbgaz/74MMl4mpaF5ay/o4XG1lJsdjPjoxGO7LvEGzvPEIum2PHjw5SU5fGej6675hhv7DzDyaPdaJqO1+fgsY+sY8MdLXh9DjJpld7OMQ7vu8S+XW382/95/hrP652GEIL3f2LDjM8Mw6C9bZC//R9PMjwwSXVdIX/4549S21g8r/dekiRq6osor86nvqmYytpCfPlOLFYT2YzG+GiYttN97Hm1jdGhEDufOU5VfSGlW0vpi4W5FJrgNxet5fTECJ2RAOPJOL+9eD29kRCnA8N4zFbur2riTGCEkUSUh2taGU1GOTY2yHgyTr3Hz5ay2nmSgwyDV/ZdIBxL8pGHVlLgc/L9Z4/w7GunuWNNA6VFnikKOSxuLuPFN88RjaWue0yrzUxJpX9e6Shmi0J+sQfzbSQL3AqsNvMt96HJtYFYNoDXdMWjMEs21ud/iLSWoCd+CiEETa51rPI9hlV28khryw2PW+Ry8oHFi1heVkKlx0OB04HbYkGRZLKaRiCZ4PjgMN84coz2iQDPnr/AuqpKNlRXXve4iUyGN7t6GIvFUCSJ7VNeYYXHM204E5ns3L/PqnzhwCH29PRiGAYPL2jh/YsWUOPLw242k8hk6QuF+Om58zx+6gzHB4f4x937+LdHHsBtvZ15nbO/jNvr6/jSwcMMRaL85Mw5HlvYiu2mWYkGnZNB/mXfAXomg3isFj68dAl3N9RR4fWgSBLRdIYLY+N869hx9vf28/yFixS5HPz+xvVYlHfuedYNg2xWo2NggnAshd/tYNvKRrKqzkfvWYEQ8LfffpVPPrAam9lE91CAvpEgtaV+2vvGsVlMmE0KmaxGKpMT6zh0rheP04rpBqSn+UKWJR798BqcLhtllT5MZuWawbN5YTnrtzRTUubj6//2Mpqm88qOE7MaTsMwGBmY5NkfHyYaTiIrEhvvaOH9n9xITUPRrKHkVDJnnH1zMHiFECxcWkl1bQFnT/Zx/swAXZdGWLDk+u/PjRAJJWhdXMHv/slDlFflI6YiLXVNJSxdXUtBkZvvfGkXmqaz44nDbLyzhaKrcloNw+D4wRzZCuCOexfz2IfXzvDE/QUuFiytZNHyKv7fXz9LYDz6tvp8OyCEQJKlacGBy4TB+U6Wtz+4hHsfXU55VX5Olewtv2tsLWXt5iYaW8r4uz97Ek3Vee35U/zDe5bjMlvpiQZJqFmGEhHWFFWws+8SCTWLamg4FDOHx/q5s7yOpfml/PuZ/cSzGSqcXiQEh0b70aYiK/PzOHWDo2f7aagq5IE7FlLodxKOpfj6E/vZc6yTD96//PJVoaLESyKZJX0DYYO8Ahcf+s07+fJfP0t/1/h197XYzLzvV7ewYmPj9AP284CQBF7fjcUDZkOZvZkCaxUWyZ5juk7Bb67ggdLfJ6lFEQhssgurnHuJdcMgq2nXHWAfaG7igZYmHKbZ1n1MeGxWKr1exmNxvnDgEOOxOOdGx1g/ReSaC6FUiksTAQwgz2bjUyuWsbDoiliDY+rzubC3p4eX2i+hGwabqqv4kzu24LVdWatxms0UOh3U+PIIp1K8ePESh/oHeO78RT68dPE77nXm2aw83NrMlw4eoW3K69xSW3NTx8hoGs+dv8Dp4RGEEHxg8SJ+c+1qbKYrBsBlsVDsclLgsPPnr7zO6ZFRXrjQzubqatbd4B68HRw828O3nz+CJASPbllES3XOkz/bNcyeU12sX1TNldErl796/EI/O/aew+e285G7l2O3mvjOC0d5/Wg7ZpNCoc/Jrz+2HrPp9hhOIQQLl1Xd8BooJpklK6txuW2Egwn6eybQdeOasL6hG+zddZ7+7pz6VGV1AZ/53bspKHLP2YbVZqaqtvC67ecXeVi9sZEL5wYZHpjk5OEuGlpK35ZAuxDw0V/bQnl1/jV9s1gUtj2whGMHOzl9rIfAeJQDuy/yyAfXTO+rZjXCwfi09kJdU/Gsk3qL1cTaTU3c/9gKfvTNPbfc318ECCFoXlh+w+dFliUWr6wmz+dgYizKQE8gF33LJDFLMjYlN7l4c7Cbhf5iNF2nJxKk1VdIe3iCpJolz2JjbVElh0b7uKOsjpSmEstmKHW4c4z5+XTYAMYmotSU+3DazZgUmZULK3lpdxsvvHGOx+5agmXqITIpMrpx4zUPWZZYvqGBz/z3B/iPv/wpY4OhOfeNhhL8+CtvUF5bwMKVNf/pqjcIIZBRsMmzMzHtigebkluDE1d5SMcGh9jf18fd9fWAgUVRqPXNJM8450FBl4TAYTYhCUFK10lk5/YULyOjakTSOTk2m0mhxpc37+uu6jrfOXaSrKZjUxR+fe2qGUbzavhsNj66bAmH+wcIJJI8dbaNB1uacVtvV1hp9udQkSTuaajnmXMXGI5G+d6J06ytrLgpLzCcSvHU2TY0w6DAYeeza1ZiN1+79iYJwYLiIu5pauDiRICRaIw3urpZUV76jnmd6xZWs6Kpgr2nunjzRCeL60sp9rvYtqqRLz65j2Kfa1pcQZYEVSU+Ni6tY9OSWhBX/HQh4L71LXxg27Lpz4UQJNNZxiajb0unfL7Pk6bpdLWPEIvkolg2u3lWiTRN19n3+vnpseeh96+6rtGcLyRJsO3+Jex44jDjoxF2v9rGtgeWUFTiveVjl1X6aWgpnVMcw+tzsnxNHWeO95BJq5w90ceD71uFMhVSlhUJy1XksdBkbIpZeu2kRpIFm+9awBPf3Yd2G2UML+OtJBsDA0lc0aC9evvtYj7XW9d1ui+NEgrmZDetNhNRNY3HbCWra1hkhRq3D685SUteARZFQRKCUDqFz2LDLCt0R4MIIeiOBFlWkCSjaxTYHCTVbM5rnn+Pc/mcupHrfFWZj/qqAgZGgpy6MJDbx4CJYAyrxYRpHrNSIQSrtzbzyd+7B+8s5JKrMdI/yZf+egcXT/Xfsn7nLzLE1L+rkVFVavPy6A5O0hUMMhi5eZUlTdc5MzzKzvYOktksDrOJIqfjhg9gTnA6d50lIbDexAA/GI7QNZnTKW7I91PumXvwEkJQ5nZTn59LQxmPJ+gMvPMax0IIKvO8Oa8PODc6yqnhkZs6RvuUEQRYVV6O2zK3sZeEYElJMV6rFd0w6AhMMplIvp1TmBMjgQgn2wdJprMU+VzEk2niqUwuPcfr5P4NrezYc3Y6Yd4kyyxvKufN4x10Dk6Qzqhk1SuauuFYKjcZvopYkkhl+M6LRznRnnv3DSCSTHFpNEDfZAj9NryjhmEwOhTi2ccP872vvjEtFL5m0+zknEQ0zUBPzttUTDLL19bdtkm2v9DFxjtz/ILezjFOHel+W8errCm4LjvXZJIpKc/DZssZx9BkjPCUIYDcWl/LovLp8PObL5+jt2t8zpqfDpcVxy1IhV5GW/jstCbvYHKA8XQubSuuxjgbOc2p8Akm0rnI4dnwGS5Gz5PSUmSNLKfDJ+mKdaDq76y86mWW8cvPnuTL//TSdF746o0N6IbBUDzC3ZWNWGWZRf5iCuwOJlJx3CYLi/wlxNUM91U1oek6g7EIoXSSxf5iQBBIJnCazCwtyKm2zY9VC+S57QTDCeKJND6PHZfDwsqFlRw+1cMzr56hqbYIRZY5cKKH/DwnHuf8iUEb71tMNJLke//6CrHw3INJ94VhvvEPL/Drf/owtc23r3LCLyrWV+XWUd5aO+56uLyfbhgMhCM8eeYcL1xsZyAcwQBqfT7WVVW8U10GoGtykvTU2kuF14PDdH2v2GO1TpOM4tkMA+Ewy8pKrvub+WPuZ8RtsbCxuopdnV1MJpK83tHFstKSea/htY2OTf/dUlhww+ex0uuZ9khHolHC6RQl3D51nMvIZDVeP3qJrqGDyLLE6tZKiq9K9l7aUMaxC/2c7x7NMaQlwdbl9cSSaf7jyb0ossxH7l7O0sYynHYr33zuMMcu9mOSZT5+30rWLqwmz2Xn0S2L+PLT+5GE4OLoBK9f6ESWJApcdqyKiYeWXF856a24/OwausFAX4DXnj/F8UOd9HVPkJpiA7curuDeR1fM+vvgZIzs1GDpzXPg8thnHBfe8i6Jt05Vr4+7Hl7Gzh0nSMTSPPeTo2y7f8mMdImbQZ7fOSuD/Go4nFZsDguJRIZUKksinsJfcOU+3v3wMna9dIa+7nE6Lgzzf//nU2y9dxHLVtfOyE2FHNv6VvsKcDF6niZ3jnNhk6wcDh7inqL7MUtmiq0ljKZG6E30kGf2UWwtoTveiU0apcxeTom1lHPhs/jM+XhMnhu0NH9MPy+GwcRolF07z3DwzQv0dY8Ti+aiEzUNRTzywTWUuzxUuL1oepJwah9e6wZWFFzJka1x51HjvrKGvKm0ekZbG9+yPe90lMaaQk6c62d0IkL5VCmoO9Y18sKb59hztIPhsTCaptM9EOC+La2Ul3jndfJCCEwmmfvev5pMKsvjX9pFPDo7scgwDM4e7eYrf/Mcv/Xnj1BRV/hLbTwvTkxQ4fEgSxKKJHGgr4+NVXOvCWU1jUAiydmRUZ4828ahvn5imQy6kQvzNhfk81d3b6PK631H+x1MptCmZqcuiwXTDfL7LIqMY8qgZLUrIeJ3GkIINlZXUe/3c2RgkP29fTwSaKG54Np1p9kwHruiUuR32G84CLstFkxTXl4sk5meXNxuVBR5+Z0PbkbTczqriizNGKRlSfCZh9bmlIqm1Ik8Tisfvms5779zKQCKkiNs3Lmink1LptZ+BdOTCkkSLKwt5p9+91EkSfCdA8fZ3lLPWDRGdX4eu9t7pktizQe6bhAMRLlwZoCXd5zk1NFu0qksum4ghMBf4GL1xkY+9CubZhiPqxGPXXluHE4rkiTQDJ1gKklCzeIwmfFZ7UykEiTVLG6zFY/52jSPuVBSlseGO1p4ZcdJejpHObyvnfVbb0zgmw0Wm+mGfA2TWZk2dmpWI5OZ+bz4C1z8j//zfr78Ty9xqW2I7o5Rev5jjO9+aReyIuN0W3E6rVhsJiRJEA0lZmvmppFn9qMImUAmgNfkJZqNkNSSKEIhocY5GNhHUktglsxYZAuHJg8QzASpcdbeNsNpGAaRUIKOi8O8suMkRw90EI+l0LWcMfV47SxeUc1Hf20L1fW59X1NT9IX+lfG4j+lJu9/UOh86Jbbn5/hlASbV9cTiiRmMNO8Lhuf/eAG/v17b9LRN44iSaxeUsWjdy3B5Zh/WEAIgdlq4qGPriceTfHk13fPKb9mGHD6UCdf+7sX+K0/f2TWhPlfFrx8qYMPL1nMhfFxFhQWcn5snHUVFddIuRmGwWgsxquXOnnx4iWODgxOs78sisyCokI2VVfznkWtlLpc7/hkQ9P16bWvq2sJzgVJiOm8QMNguu+zQZ8q/XS7zsBnt3FvUwMnhoa5NBHg+OAQDfl+lHlco6x+Zb1oPgZCEtJ0OF7TjZtecgjFkhy/NMCa5kocV6WDqJrOme7hnDGrLs7l7ioypikpxmQ6y+4zXSyuKaHEnwubK7IAWWIymuBU5xCT0QRmRaamxE9LZeEM7d7ukUliqQxL60pnvP9CCMwmGcMwWFldTqXfy3A4yvHeQeoLfPPWTk0mMhw/2MlzTx7hzLGeaa9RMclU1PhpXVTOpu0LWLi8aoYX9VaYzFfeC1XVcjKLuk5neJKOUIDJVJJPtS7nx+1nKHW4qPX4WJRfdM0SyWwQQmCzmVm3pZmDuy8SiyR5/cXTLFtdd0upKfNpM6dfe6X9t1bwEEJQXVfIH//v93Fk/yVOH+theCBIcDJGIpYmlcgQiyRRVR3tVnJtjdz68lhqlIQ20+gucC/hYrSNRZ6lHJ08zCrfGsrsFfTGuym3l2OWLAgEI6lhGpyNBNITKG9DDP9qZNJZzpzoY+dPj3Nw9wXS6VwIWJIEZRU+mhaWs25rM6s3NGCdCnXrRpaJxE5G40/jMDXgtix9W32Yd6h244paFjaUUOSfOfCuWFjJn/3WfQyPh5ElieoyHyWFtzarsNrNvPczm4lFkrz4+KHp2cNsOLrnIt/6p5185o/uwz+VDvOfHW8NKZW53Xz/5CkMA86OjiIQ1wxGxlRI9i9eeZ2jg4PEp1JEvFYr66oqubuhjoXFRZR73LctjeBGsE8RkQBSqoqmX5+QkNX1ae9LkSTs1xE2T08dT5r3udx4sLi/uZGvHDrCaCzOcxcu8lBL07xSYlxXEbPimewNDXpKzU574jaTctP3YyIc54e7TtJcWTjDcAoB7YPjHGsf4C8+cfc1mqWSJHj1xCX6x0N85t7VM96V832jnOgcxG23ks6ovHjkIo+sX8DdK6bWEQX0T4R54dB5aop95Htmzz9tKPRjVmS2NNaQVlVGp+qb3gjpdJaXnz3Bj765h8mJXLqEySyzbHUtG+5opb65hPIq/w3VgoBcaHZql9BkDF3TMUsyGU1DNwzWlVQSSOXWqh6ubbnpUlJCEjS2ltLQXMrxQ51cahuivW2QxSuqb3r8SSUzM9aMZ0MmnSU7lZ1gMsmzsmaFEHjyHGx/YCkbt7USnIgRi6ZIJTNkMiqaqk958zG+9R+vEZqMX3OMuZATUUhjYCBPGb1INsy58BmC2SAYuc+FEPQlerArdoptpXSOX8IiW1ngXpSTYJ08jFW2kme+dTnNy9A0nQNvXuSb//4qI0PBXAhakWlaWMaWuxbStLCM8qr8GYIRhmGQyFxiMPxVZOGgOu+/Y1HKb3oicfU9nneo1mGzzHhZL0OSBPVVBdRV5l9z8FuB023jw7+5jXQyy64dJ+ZkgRm6wd6XzmCyKHzy9+/BV/DOe1KGoaMbqel6hVc+V1H1CIrkYbZK6vOBZqhEsxNEshN4TAU4TX4ebG4ikc0iC4lgMonPbrvmHFVd5292vcnu7h6EEBQ5nXxwySIeammi0OnAZjLd9ADxdpETSchdh9FYnGRWxX0dOxRLpwkkphhwJoUi59xEsfF4gmRWva7RuUxMyZ33jc/db7fzyIIWvnLoKMcHhjg1PMLG6hunSVTnXVkT6Q4Gb9jOSDRGSs0NhPl2O84biFDMF7IksaKhnOcPnqdvLERzxcz0CotJ4YHVLXzzpcO8Z+MifK4rUpgrGytYXp8jmRiGwQuHz/PD10+wcWENDqsZSQhaq4p4Zt9ZLg2O43fbZ70uPzl+lkeWtKDIMs+dvsD54XH+4uFt1+23YRgM9Ezw1Pf3MzkRxWxRWLOxkfd8bD1VtQVYbeabkvHz5Tvx5jkIjEeJx9P0dI7RvLSCznAAv9WOWZIotruYSMV5rb+TcqeHFt/NaQH7C9ys3thA26k+xkbCHN3fQfOi8ut6wrNhfDQyTXaaDYZhEJpMTC9bOVzWG2r1Wq1mSuaIwI2NhPnB13df+WAeQ4Km6fT3TJBv2sijZe9DQsKpuFiWtwLd0JGEjEUy82Dpo4CBSZiRhczWwu0IwCSZEcDWwm1ISJgl89seo6PhBN//6hsMDwaRZYklK6p5/6c20tBSit1uRp6FVWyQpTv4dySyXRQ47iecOkQotQ/D0JhvLdVS98dRxBX1sdvGhb9dRksIgb/Qzcd+5y5SiQz7Xj4758xAVTVee/oYJrPMp37/Xly3IAJ9M0hmLxFKvk6J+7NcrkiiGxmCiVcZCv87DYVfxqrcGvGmL36GF4f/jXB2hDxzKfeX/h6ZZCnD0QiKJBNIJMi321lbOfP4F8cnOD08igEsKCzgr+/ZzoKin+/ab0O+nzyblWAySfvEBIFEgsI5mLy5MHOczkDO8Pjtdhry86/Z7zLaxycIppK4rJZZ331V1wmncmtdDrN5XgOEAB5qaeaps21MxBN89/hJ1lZW3NAjXFpagkWRSasaR/pzUns20+wDqGEYtI2OE06lEeSKJvjtt09Zq6bYx8LqYp49cI6m8muJSutaq/jB68c5eL6X+1ZdIe28tWxZeb6XeDpDNJGe1sot9blZVl/Gi4cvsKa5atZUkExW4+zgGMPhCFW+PALxGzOGDYNpWTmANZua+G//67HryuldD4ossXRVLa+9cAoMeOmZEzQvLOc9dQvojgQpdriwKgq/tXgtHaFJ8m03P15IkmD91haef/Io/T0THN7bzvYHl1BZc2Ny2NXoah8hGc/MyXRNJbN0XBwik1GRJEFpuQ/nLRZ8NwyDbEadNsKyLM2atnLt76C7Y5S+7glq6nNqVAKBVZ753Nresm2Vrdf9/lZhGAYDvQF6p/L+GxeU8Wf/8CHsN1BEMgyNUOogoDEWfwbiz9x024XOR1Ckd8Bw3m4UleXxqT+8l3AwxpnDc1O/dd3g5Z8cxe6w8pHf2obNMfdFvFwu63rsMl3XEVPrcoZu5GZWUo4oEU7tRhYOLo/GhqETiD9LNHUYIRQwbj1HKpgZIprNUekj2THCmVH2XIpT68vjxPAwW2tqOTQwwMryMpSrwrWTySRZPRfmXFFWRr3f/3MPW7ssFu6oq6FrMshYLM5L7ZdoKsifdR1Q1XX2dPcwEA4jgPVVFRQ655ajuzgR4Ej/IBWe2cPzF8bGiU6Ri0rdbqR5rl+Vud1srqnmqbNtHB8a5tzoGEtLr8/sLXQ6WF1ezp6eXjonJ9nd3cs9jfWz7htIJNjd3UMsncZttbKqvOyGsoc3A1mSuGdVE//nR68zGoxR7JtJoDEpMluX1HP0Yj+bF9VOS+Zpuk7PSBCzSSYST7Hj4DnK8j3kXcWKlyTBxkU1/MV3LjE4EaJiFj3fuxbU0zEWYGlFCRU+zw0ZozkYJOJXCD1NC0pv2WgCSLLE5u2t7Nt1nlQyw+G97ex/4zwb7mxlScGVe2lVTCzMv/Xi6YUlHtZuaaK/Z4K+nglOH+uhYhYhg+thYizCob3t3P+eFdf8zjAMRgaDHN6b02S1WE1vO7Xm/Jl+4lNqbr581zzvDwz2BXjluZN89Fe3vK10ltuF+FWKdA3NJVjnsb4shIlq7x9gcOvjsyLNXH6cZz1OnR/sOIam6Xzk4ZU3VTrp7aC0ys+v/8nD/MufPsmlswNzetVqVuP5Hx7EasutkVqmpJiGesZ5/F924sl30bKyhpV3tLLzB/sRQrD+viV4C1z0nB8iGoqzaF0DI30BXv3xQWxOK/d/bAPnDnfRdW4Ah9vGA5/chKbHsJgrcwVb9QxjsceJpU9S7v09BsP/9rbOtchaR4G1isn0APnWagosVZS4MxweGMCmmDg+OIgkxDXGx2e3YZ7yjLqDQcbjcUrcrqvINgb6ZZJEYBJJCFqKCm8buWYufHjpYp6/0M5INMb3jp+izufj3qYGlKlJyGXixusdXXz9yDFUXafE5eJjy5ZeN7ScVlX+Ze8BqrxelpQWT5OPdMNgMpHkiwePTD8mK8vL5j1AOC1mttRU83pnF9FUmh3nL7KouOi6BBe7ycT7Fi/g1PAIkXSaf9t3gDybjaWlxShCyuU+GwbJbJbvHT/Frq5clYilJcVsqb39Qh6tVUUUeV3sPdvNezctmnF8AaxuruBAWw+9Y0FaK3NMw47BCf76B69ilhVUXaOmxM/vvWfTtKDJZdSX5lNX4uflY5f4lXtXzTy2EJR7PRS7nZgVBcMwWFFVesP+CiEoKvUiyxKapnNkXwd33LcYz1RRYph6fnWDdCrLhbMDRIIJtty9cM7Jb8viCtZtbuKNl88SCSX42r+8wuhQmHseWYbNMXPdS81odF0aIZXKsGJt/bzvhxCC+x5bwXNPHCGZyPDi08e466FlWK03kRYvBD/6xm4Kiz0sWVk9JUMnptnFX/nnnYwM5qIwNQ1FrFhbN+txUskMLz97gkxGZctdC/Hk2XMTfUmAkRu7e7vH+f7X3pz+zaJlVfPqo6JI1DWV8OLTx0jGM3zkVzfj8Tqm2cCGrhOPpenrGmfxyvmt8xqGMd/o6KwoKs1DMcmoWY3jh7sYGw7hL3TlBBbEFKFKz8lNdraPMNw/yfo7minzfIa307B4i6mcp1YtHD7dQ3mx92cqPiCEoLa5hM/9yUN88a+epbNtcE6lkmQ8zZPf2I1ilnn0ExswW02UVOWzatsCTGaFZVuakRWJpZuauHCsh662QZZvbiadypCIpTB0g57zQ6y8YwEXjncTj6ZYtrmZhWvq+PbfPUcmlcVpWc5Y9PvE06dIa4PIwkW17y+nXPi3p4xRamviY9X/QEINYVe8mISFR1rgztpaklmVRDYzq5fVXFDAmopynj1/kd3dPfzWT3dwV0M95V4PihBT4dIAxwaH6AkG2VJTwz8/dN81IcVYOkPb2JW8xMFwhOSUwlBKVTk2ODRtoK+Gw2ympbDgGmNX4fHw/23dxN+8vpuxeJw/2fkqz52/yPqqSvwOO4F4gkP9A+zp7iGtaRS7nPzP7XdQ5nFf08ZlWBWFhnw/vcEQv/rkT9leX8uyshLcFgv9oQg72y9xYTzntVd5PdzX1DDvdAhJCFZWlLGgqJB9PX0c6uvn4vgErUVzy7FJQrC1toaPLVvCt46d4ML4BJ//6Q621FazsrwMi6IwHInyemcXJ4aGEUBjQT5/sm0r3lvR4xXMGia9DEWSeHBtCy8cvsD25Q14r/IahRCU+NxUFHg52TFIU3khipwjmyXTKl/74w/kQtNi9ui2Iks8umEhX3puPw+vb6XAc2Ud2jAMDnf3c2ZwhM2NudQVu9lEhc97w1OqbShmxbp6ju6/xOlj3fzhZ77BkpU1lJTnIcsS0XCSgb4Jzp8eIDQZw+m2sWh5FYWzpLsJIXB77XzoVzYRjSY5frCTsZEwX/+3V3jy+/tpbC3L1WiUBIHRCF2XRpmciFJZU0DLNypuyqMqLPJwxz2LeOHpY3RfGuXI3nY2bV8wr98KAevvaOb86QH+93//MS1LKmhsLcNmNzMyGOTIvktMTGl45xe5+bXfu2dWT/yyZ/r4t/YyMRbh2198neaF5VTXF+LPd6FpBr1dYxw/1El0Kj/eX+jivvfMngf7VpgtJj7xuTt56vv72fnscd585SyNLaUUlXoBGB4I0tk+jCxJfPUnn8eTd22k6HLayMRYhGxGI5NV6e0YI528sXrZtddNUFTiYcvdC3lj5xkGeib4vU9/jWVraimr9GOxKMQiKYYHg1w4M8DYSAibw0JZpZ/WJbdX3nJehlPTdLr7A5QVelFVHcG1qSJCEsjSjVMPbhZCCJqXVvHJP7iHL/zFTxnpn1tVJhlP85OvvondYeH+D69FliXW3buY3c8ep+N0P3kFLo68dg4hwGxVrmJ7CgwgGUtRUp2Pw2UjFkowMRRkuGeCqsZiTBYFk1iPQCaZ7cRpWY7LuhpFcmEYBi7LMmTp1iteCCEwCytm8xUR+LMjo3QGAkhTXs9QJMrG6pmzRUWS+J0N68hoGm929dA2Nk7b2Nzav6OxGIORCPX+mQy3zsAkn/rxU9Pblz1CyJFaPvvk7OsCi0uK+e4H33sNy1WWJLbV16HqOt84cpy2sXF2dXWzq2tm2F0IWFxSxGdWrWRzTdV1vU2P1cqvrFxOdzDIN4+e4Jm2CzzTduGa/crcbn5z3Rpqb0ImEKDQ4WBzTTVH+wfpCYY4MjBIY77/mvSfK30XOMxmPr1qOWZF5ocnzzAai/H0ufM8fe78jH2tisLaqgo+v24NNXk3J9WWVTV2n+nC47DeMI1hSV0pOw62cXFgnNVNMwcLu8XEisZynjvYxsPrF+KyWXBYc/J18WQGn/v6a34Lqotx2Syc6BjkruUz1XvSqkqxx0XneO799DlsNzScl/kMH/nMZiRZcGTvJUYGg9Oe1mzQNZ3ujrFZDeflY1bXF/G5P7yXJ793gANvXiA0GSc0Gefw3vZZfxMYj9J2up9VbynGfT0oJpkN21rY83ob0XCSnc+eYNVV6Q/Xg81u4Z5HlrNqfQOPf2sPxw92TpdWu/o8quoK+PCvbKZxDmk+AFXVKa3wEYsmSSWznD7Ww+ljPdfsJwSUVvj50Kc3UV45v+UcSRa0LCrjE5+7A1mROLS7fdbammaLwunjvWza1nrNd7pmcHD3RX7w9d0kE2kS8cw0U/hWYLWZ+dCnN4EB+3adJxiI8foLp+fcX9cMejrHaF1ye0Vf5jScmq7TOzjJiXP9HG/rJxhOsPdYJ90DE7NfdAFuh5VNK+vZtr4Jq+XaSge3CkkSLF/fwGf/+EH++Y+fmJ49zYZYJMkP/+M1bA4LWx9cSiKapKK+iM5zA8iKhDffhTffha4bZJJZDu48TePSaoQAt99JcCxCKBDF7XcwNjCJw21j3X1Lps5FwW1dj9u6YSarlix5trtRJO9tOd/L2N/Xx32NDdhNZtKaytPnzrOusuKa8GGl18P/3H4HR/oH2dXVzenhEUajMTKahlVRKHQ6qPX5WF5WwprKillLgZV73fzOhrW0TwRon5igOxCcEdhQ50gpuTpn862wmUw80NzEwqIiXuvsYm93L12Tk4RTaVwWC3X+PLbU1rC9vu666TJC5CZlHquFWr+PO+trWVhcxIsX2jk5NMJoLIYsCUpcLlZXlPPoghaaCwpuWgdWCMH9TY188+hxRqIxdnV2c39TI/mO2Zmkl5Fns/GZVStYU1HBrq4uDvb20x+OkFJV8qxWFpYUcldDPesqKyh03HxVekkSdA0HONY+wERkZjqBYRgMBsKoU6lbWVWlyOviRMcgS+tKMQyDsVCMy5kPHoeNyWiCiwPjrGwozxlO4MLAGKV+DwLI9zhwWM0YhsHwZJTMVKqQruvUl+ZzrH2ADQtqpslDQohpT/NmVK4un1vzwnI+/98f4MxdvRzed4nOi8MExiJk0mquILPPSUV1Ps2LymlZVEFtw43XJ8ur8vnM79zFHfcu4tTRbs4c72GoP0gsmqvP6XRZKSrxUl1fxJKVNdQ33ZxSlRCCmvpiFiyp5ODui3ReHKbtdD/LVtfOeX+FEEiSwJfvxOOxs3xNHZW1Bex9/TzHD3YyPhJCSIKiEi9rNzex4c4WKqsLrsvJqK4v5A//4lEGegOcPNzFhTMDDA1OEg0nkSQJl9tKSbmPZatrWb2xkcqa/BsW4pakXD9dLhsWq5mGllJ+648eYMXaevbvOk93xyiJWBqn20phsZeFy6qoqp2dnWxgEI2kGBsOzTj+lb+l64dRZrmGFdX5/Nrv3c2m7a0cePMCl9qGmBiLkExkMJkU3F4bpZV+WhaV07q4gpqGt1fjdtZ+GHM85UdO9/JXX3gJTdPRdJ1ILIVJkbFYlFnnvIYB6YyKLEu8756lfPp967C9jYX+2aCqGrufP8XX/u55ghPXzxPLL/bw8d+9Cy2VIR5OsPbeJZRU+nnxe/uQFZk1dy/C63dy9lAnkixYsLqO0ESU3c8cw1/sZe09i2k/2cuBnaepbS1j62MriWVOEk7upszzeXQjhRAKQphJZbsZjX6bUs/nMcs3R2+/Hg4P5EKZXpuVeCZLhcfDo60tc7JTDXIGTtf13DL4VGKhRC75XpZySdRz/V43jFwhbN2gLxTiT3a+yomhYSq9Hn7ysQ/NqlcrCQnLlPrMXLh6nVWfSuoWIhfqVCRpzj5dRlbTyGo6QoBFyT1/M851+jxzBvbyOuqtwDAM/v7NvXz18FEUSeLL73mYzTXzX7/RdAN1qsjB5fOUhZRT73kbfUpnVXad7GTHwXP8xSfuodCbC5Wqms7/78s7CEwZVINchGhVUwWffWAt/eNh/vnJN0mms9PfZ1WNj21fwUNrW9F0nT/44rNMROLT9+FzD65j/YJqDMPgT7/5En1jVyZRum7QWlXE5x5cN53TaRgGQ6EIBS4HJlkhEE9wbmiULVPGdL7naBigaRq6Zkw/z4IrBkeaUkC6WRk/XTPQtNyzd/UsL2cgpOnj3iwMw+DFp4/x1f/3Mslkhgfes5Jf+/17sM4x7qlZjayq5Yqbm2UkKZcCpGkzBQqENKX2dBPlti4fR9dyhMbpGyZy77yszO/aGYaBmtVykUVJ5Mb7qcnQ5cLi+lSRdgHT92Wu0mCXCZnZOQRtJElgMiu3fP2n+6PPfF4uR0Bv5hreDOY0nGOBKCfacgLOmqbzt1/aybLWCu7Z3IoyS26Vqmn0D4d49tXTeFw2/vy376O57vZb+nQqw0s/PsL3/u36urYAJZV+fv1/PMjqO2Y3NjeLofAXMcn55DveSyD+LGalFJdlFbqRoGfyf1Lu/T0st5iOMhsMwyCYTNIVDOKxWKjz+39mOZnxTIa/f3MP3z9xmuo8Lzs+9bE5Uy1+mWAYBpcCk3z4Bz8mnEqxrb6O/3j0wXmr4PxXhGEYfOnNw3xi3TJGwjEOdffTMRbgfz5058+7a+84RoaC/PUfPc6l88NU1hbwR//rPdS3/PLraP9Xx5w+e6HfxT2bcjqMWVXj777yCuUlXu7a0IR5DmWXrKoRT6R5btdZgpF3pvKDxWrm7veuJJlI853/9/J11TeG+wJ8/e9fwONz0nQbFoc1PY7d3IxhpElkz6MbaVyWFYBOzq+7uZnwW/HW/vWFw7x4sR3DMPDZ7VyYmODBpqafyUtpN5lo8PuxvYPFln8RkUtNcbG1toZn2s5zqK+f9okALYW3L5Lwywi/w8439h2j2O1kTU05oeT1C9nPhatLVF392Vzbs+3/s0RhsZdVGxrpvDjCYF+A08d7qGksuiZP8q3nMNtns+3zi4yb6f9s9+wy5hvNuZln4urvdCNDZ+AvsZvqKHQ+hkn23vjkboDbOo1WZImG6kKyWQ1Ve2cErAFsDguPfmIj7/n0phsq/vd3jfOFv/wpHW2D02WybrldcwPjsScYinyRjDZKNH2YaPoIE/FncuEkceOEas1QSWpRJtJ9dMaOcDG6n4FkG3E1SFZPz3ioXu/sYn1VJXV+P5uqqxiORG9Luab5QAhBY0E++Y53VlTiFxF2k4n7mhpwWywkslmeOH32hrKB/5UhhODhpS18bO1SHlzcTHV+Ho8tu5Yo8lYYhkFWT5LSQqS1CLqhohop0lqIrB6fIqilyOhhVD2JgUFWT5DWI6h6Ct3QyOgRMnoEzciFonVDRdVvzWjfCiRJcO+jy3E4rWiqzqvPnyIWTRFX04QycaLZJLqhk9QyhDMJMrqKYRgk1QzhbJKUlkU3DKLZJKFMnLSW/bmXTdR0nUgiRTieIp7KkFU1QrEkkXiKZDrXv2giTTiRIqtqaLpOKJYkHE+harnQaTKTE+g3DINkOksoliSWzI1vsWiKL/3fl/jsB77Aj76xh0Qsja4bJFKZ6T6omkY6k7tWqXSWUDTXvq5fe7x0RiUcS03/Pp7MEI2nUKfW5g1DYzT2JJPJ3WjGzQvdG1P/rsZtdScMIJNVsVpMmN9hT8VqN/P+X9tCKpHhlaeOkknPzdTqODvIN/7+RT73pw9TWX/rqjp5trvR9SRpbYgyz+eJZ84xHPkqiuSlyPXR65KDDAxSapSL0f2cCu5kOHVpRkKuU/HT5NrAsrz7KLDmmLMLCgup9fkYCEd4paMzl9D/M5yRNvj93NvUSErN/pcKVQohWFBcyLKyEt7s6mF/bx+dgUkaC+ZWNPqvDqtJwXpVJKrYff36ujkYDMX30xd/A5+lkRrXvUQz/YSzvSTUcRbmfZze2C7SWhiAes/DdEWeBwSKsFJiX8NI8ggpLUSepZ4S22pi2SHGU2epc9//jpznbB5uQZGbrfcuYsePD9PVPsKRg5eILcxwKthHk7uEh8pWMJwMcirYi8tkY3NRCzsGjqEZOnbFwpr8ep7uP4LLZKXQ6mZb0aJ5p1G9E4gk0nzzpcPoBiyuLaG5ooCvvnCIojwXKxrKaaoo4MdvnsJmNtFSWYjbYWXn0YuYZIm7ljdSmOdi95kuljeUUeR1caF/jM7hAKPBKL/+wFrOnexj96tnmZyI8fxTR1m0ooryukKe33uOj963EoCeoUm6hybZvrqRi71jdA9P0j8a5MN3r2BwLETnYIDRQIRPPrSa/ad6GA1EyGo6H79/JR0DE7T3jlNe5GHdomqAqbH25ia/uYlbhET2Ik7zImTpSnrX7bVuBkRjKQr9TpzXUfC5XfD4nLz/s1uJhBLs3XnmumHb04c6+c6/7OR3/+q9uGfJN5oPZMlGoetD09tWpQ6v7U4kYUYS1z/frJ7myORPOTq5g6yeosBShcvkRxIKKS1GID3AseCzTKR72F786xRaa1hdUQ7A3fX1pNQsDvPb13q8GeTZbfzRlo0Y8DPXu/15o9Dh4LOrV7K1tgarMtMo/FeFYRjE1CTd8WGGkhME0mHiWk65SgiBVTLjNjkotHipdpRQastHkeaOCAkhUWJfi25ouMzl2GQ/ZqsLt7mSU5NfJ6lNIpCocd1NV+QFwpkuDDTKHZsZjB/ALLsos68nkG6bMq43EE3XEnTHDpDV49gVH5WOVcjCTFdsL3WuTcSy41yKvoFFcuKzVGOWHHTH9mGTvRTbWrHIDnpjh5GEQo1zPWbZkSs/LwSPfmgNFdW5iVVxkZeKogIUIbPQW4FdsaBjkGd2cDjQSa2zEJfJyqr8el4bPktCS2ORTRRa3UhCusa7+Vkjz2njfZuXcKCth1VNFeQ5bXx82wrO9o6wsKaYruEAeS4bjWUFRBIpnDYLbrsFi0nBAFw2C16HlZFAlBKfm5bKIioKvHzlhYNoupEj80ydoqbq1y3mIYSgtbYYp93C2GQMIaC5uoiyQi9ff+Yg4WgKTdO5e20zz+9tIxxLgWHgcpg51T7EiuYKbsWH0/QYk4k3CCRfI5I6xuKSH9284VRkia/89YfxuG3X1TgUAh7Zvpi7NrZQ4JvPjPPto7DUy2f/+AECo2HajvfOuZ+uGxx67Tzf8OQ8z/lUW3grDEMjlj7GePxpUtluDCONIvtwW9bgczyIWZ6dFGAYBkPJCxyZfAaXks+Wwk9SbK1HkcwIBJqhktBCHJ98nrPh1zkUeIq7ij+HVc4ZeEWWcMrv/ERkNghxc8V+bxY59uTUP4Nr/r5qz8s9mtk/xBSbPdfPywOZuCrj8VYmG7IksaaygjWVtzf/ayQe5e8O7yGcTuK32vn0ohW0+HI6p0k1y3fPneSOyloa8vwMRMP809F9hDMpWn2FfHrRcnzWXOi8Oxxkd383D9U147PZ2T/Ux/fOnURHZ3N5DY/UtxBMJfmHI3uIZjIU2Oz86uJV1Ht9N89KRWcoOcHOkSMcCpwjmk2Q0jJkdBXV0KbvkywkFCFjkUzYFStltgLuLFzOpoIlWGTzNZMvwzAwSXZKHWtoDz2F21zFcPww0Ww/Na57kJCn7qVErniCQNVTDCUOkW9tRdUTnA/+EJ+1iULrEkCgG3NHnhTJgiRkEIJCaxOSyA1/w4mz1Lk2YZXdqHoar7kcr7kMgUxWT1JkbcKpFDCUPINZspPUIkTVMfxSzZQohaC8Kp/yqvzp8wJYX9DET/oO8sGqdfTExqlxFtIWGSSmpqZLzElCkGd2klDTDMQnafaUXTe6c5ltbKBPl9jLtXf12zKzTo+Y+r8QU+/HVLtiSu3irW+4YRhUFHhQmyp56cgFPrR1KfVl+cRSGQ629VKe72EiFMdqUljRUI7HYeWn+6N4nbapvGBBY3kBe89201RRwLFLA3QMBrh7eSNmRaZlcQUr19dz7EAHG+5soaImH1XTp/tvGAbqlAD+ZUZ+OJZClgQmWeZIWx/tfePcuaoBkyJjYOQY+orESCDC4HiYxspChscjZLLqvAyngQGGjqpHCCReZTT2JIlsB5oeQ5ac11yjedvixpqcgsr1XjohBD6vg/lWyHwr5fxGyBW1nbmvEAJ/kYc/+Nv38w9/9DjtpwfmXCPQNJ1dO07i9Tv5wGfvuKE48FsRSr7OaOz7+Gz3ke94FAkzqh4mnN7PQOgfqcz7U0xy3qy/PRXciUmyckfRp6l3rpnu+2U4FR93l/wmkew4/YkzjKQ6qHYsuan+/WeAZujE1CRxNUlcTRFTk4ykAoymggTSYSYzEcLZOHE1RUJLkdIyqIaGZmiAQBbS9ABtkhRssgWnYpv+L8/sosDixWd24ze7cZhs2GQLdtmCXbFivQ0VGt4O7IqJ/7ZqI0V2J2cnxvjrA7v45r3vxaIo6IbBeCJGSs2t1/msdv7b6k0U2Bw82X6Wb545zu+v3IAkBGlNZSKZQJ3SR27M8/M3m+9GFoIvnzrM7v4e1pVW8sdrtlBgc3BibJi/PrCLr97zKGZ5fq+9YRiMp0O8OHyQ54cOEMxGr7u/Zuhohk5azxJRE4ykJjkebOfZoX18tOouluY1YJXNMwahtB4mnh1BNVK5otuSDbe5AqdSgkV2YxgQzvbkCHLmRiZTF8i3LMRpKkISZmTJQp6lEbPsxDBUemKv4lJml/uThEy9azMXI68QzgziNBXMGCsUycIy3/toC71AnqkCj7mMRXkP0x09QJ65ijxzJScmf4RZclInb7zutZhIR5nMxEhqGWSRS0VKaGncJhu1ziJ6YuP0xydy3yFwKlbqXUXE1dQ1g7RuGETVBJFsjJiaZDg5SV9ilPF0kIl0OOf5qynSepaMnkU1tKnULBmTyL0jDsWK2+TAZ3bhN3soteVTbPXhMTtxKXZcig27YkUSErpu0D8RIpnOkM6oqLpO9/AkmaxKRtWoK81nf1sPS2pL8bnthOMpKvI9KIpMVtMIxhLEUxlGg1FiyTR2i5nyAg9lBTm9V2+egz/4n49eReIx+OHO49P3IpPVeP3IJeoqchORWCKNy26ZnmTbrWbKCjyUF3px2s2YZJnu4UmyqkZhnpOugQCJdJY8tx271QykmQs5w5wkpfYTTO5hOPpDUmofsuTEplTjs99JkeNRzPLMDJF5lxW7VQxNRtB0nYp8LwCXhibIdzuwW0xcHBhnMpbAbjGzurGC/vEQumFQWZBTVrk0NIHTZqYkz81YKMbFwXF0w6CxNJ8S3xVpNiEEJZV+Pv2H9/Glv36WnvaROfuTSWXZ+cQRCku93PWelTdMBr4ascwZChzvw2e/HyGuzAodliX0TP45uhEDZjecI6kOfOZSCiyzl6sSQiAZMk3u9bw88iVi2cC8+/WLjrSWpS8xQl9ilMHkBAOJMUZSk4ylQgSz0Vze2TyRM6Dzg0DgNTvxmz34LW4KLXmU2PyUWP2U2PyU2fKx/ow9ebfFituSk3bz22youk5W17DM8iraTSbsJhOGYbC2tJJ/PrqPtKZiU65NC8q3XcmprPP6GI5HcZrNeKXLbdlRdY2srmOep9T0QHKcb3Q9z/6JM+i3GD40MLgY7eNf2p/gsfLNPFq2CbN0JdpjGBoJdYwK5xYUYcVlKmMyfYGEOopdKaTQtohQppsq153Ikpkq13YCqfOYJBsuczk+SxORTB8myYYi22lwP0xGnz3H2zAMNCNDrWsTh8a/Sal9CWOpi2hGZup7Hd3QKbQ1MZZux20uwSTsWGQnkewwdsWHUymYjopcb1xUDY3hZIgHSpfhVKy0eMrojo2xvXgRHrOdZb4aBhIBNhU24zbbWOmrIZxNsjSverqvUTXBpegAHbFBOmOD9CVGGElNEldvTH7SyOU/p8gQVROz2o7L70epNZ8yez4V9iJqHaXUOkpJZlTGQjHuXdWMABLpLFlNY21LJSZF4r7VLfSMTuKyWyjwOKkvy0eRZQo9TgYDEXpGJqkrzX1W6nfTPjHMF04dpalmdp5AqDzJ4FiY7/ZMggHmJoMyby4PWNV0BsZCrFlYhcNmoSTfTSAcZ2QiQrHfxcK6EjoGxrlrTRN+j5Pm6iJGAhE2Lq3N6SDPMbxoepJI+hiTiV0EU3tJZrtRJA/59nvx2jaQZ9uMdY5J2E1Hf3OJygbhaIrxyRiqpuPz2snPcyJPJbFe/UANTUbIZLVpw9k+OI4sCVy2PAq9Tlx2C88cOsfi6hLMJoXnj5znU9tXIsiVPHr1ZAcf27oMu8VEZYGXjuEJ2ocmKPQ6Z4Q0JFliwYpqPvF7d99QXSgUiPHD/3id8ppCFq2ev9i2WS4ikjqA07J8egZioBJLn8AwUgjmltvK6mlkYUIW15fkssoudEND49qQk6brvNjezrMXLkznVG6pruaBpia6g0G+c/IkhmHwW2vWUO7xYBgG/7x/P+9pbZ2uHRlMJnni7FkuBQLcXV/P9rq3V3Xhrbg8a9TR6Y2PcijQxulwJ6OpSUKZGHE1ecuD8E33BYNgJkowE6VjaixVhJybYZvs5Fs8NLkqWeytY6GnFot0xSC9k15pbyTEPx3ZiyQEn1u6Brtp9mficphKCDg03E+e1YZpjjVDfWo2nlJVLk5O0JiXjyQE7ZMT/PuJA5gkmd9YunZWoztbu+PpMN/qfvFtGc2rEchE+FHfa9hkCw+VbgBy19im+Klwbp7ez22uwG2+Eh53mkpxmq4MXlbZS5lj3fT21b8FcJiKmYvBYKAxnDzHWKqdIlsu1U4RFpSpyYVmZOmIvkFSC1NuX4aqp2kLv4hmZCmwNmKSLGhGFkmYkFCmn/XLQheQi2phQLHVS4ktb3qfcrufMpsvJyKQ1ahy5FPluFJRZWFe5fS+gXSYXWMnOBQ4x1AywGQmgnoTE8b54ur341ykG0XIeM1Oiqw+Frir2Va/Mqd0BSytm2lASv1uSv1XnJd1rdXTfzeU5dNQNtNAVugWnmxv41DPdVitMlxWC6x3lvNw4RqEEBT5XBRdVe2nJN9NSf6Vtov8Lor8V76vr8invmIuIp+BrqcJpvYxFnuaaPoUaW0URXJT7PwAhc6HsJnqMEm+Gc7RWzFvw3mZFnzi3ACPv3CMto6R6Ti0LAnKS/J4ZPti7lzbiMf1lvprs4xBiixhMSmc7R3BJMuYTTKFHgdWk8LARJjKAi9lfjeGrjMWjlHocTIQCNM/EWZBZdGsZBXFJLPmjhZ+9f97gC/91bMkE5lrG57CxEiYf/nTJ/mLL3+S8nnW0st3PMqIHqZ9/HMIZCRhQjOSKFIeJa5fwSTPzbp0mwpIqGHiahCnMvc600iyA7NkwzKL7q0kBNV5ebgtFj65fDm1eXmYZBndMPj+qVPc39iIYRj80759/MO99yKJXLmsF9rb+dzq1UhC4LFa+cSyZSQyGb5y9CiSENxZO7dM2HxhGAZpPUsgE+FMqJOdI4e5FO2fCrP+4qRyqIZGMBslmI3SlxjlZLCDJwfewGWys9a3gA0Fi6m2F+M2OTBLt0828mqUu9z82fo7+P75U3SGAtxZWXvly6va6w4H+csDr6PqBrWePD63dPWcbMtXezv4XttJJCFYU1LBHZW1ubqfXh9/tu5OvnXuOF3hSTaW37gyRlrPsmNoL/tuk9G8jJia5Ns9L1HlKGax5/ZO2OYDgUyZfQkltoVIIndvfZZq1uZ/GgBZmGly34WBgSwUQLDQ+xCHD3UykidoavKxwv9RXnjuFDXrJVRLmiceP8RkIEZ1bQGrV9dx9kw/oVCc/HwXd92ziL27L+LxOli8pILx8Sg/efwQVquJtesbaGm9YoxUXWU4NckbYyd4YSos/rN+b1RDYyIdZiId5ny4lx1D+1nla+ah0g3UO8txKNZbume6YXAp1k9C+9mlCc0GzUgwEX+B8fhLJLIXEJgwy0VUeX+HAsdDWJRiBPPjvszbcCZTWX7y0gl+sOMoiWSGonwXLqc1F7tPZhgYCfGPX3uN8x0j/OoH1lPgc5JRNbpHJynzuXMq+Yk0w8EIzRWFGIaBIkuU53u4MDA2bQjvXFLPq6cu8ZEty3KDQFMlxzsHuWtpA16HjQK347qJtpIssfXBpYwOBHn6W3tJxueObw/3B/jGP7zIb/zpwxSWzR5ivRqy5KDU/RsUOj9MRhvCMDLIkguLXIYkXb9Ya5N7PbvHvsvZ8Os4TX4c8kyhb1XPMpS8wLnILvLMpfjN5dccQwjBwqIiHmtt5YenT/O5Vauo9HoJJpP0h8OsKC3FLMt84/hxxuJxip1ONlVV8U/7909va7pO+8QEA+EwNXl57O/vZ1N19ayVT+aLhJqmIzbAoUAb+ybOMJSc+LkzA+cLHZ2MrhNIR3h++AAvDh+k1lnGGn8rS7x1NLgqcMi3NmDM2p5hMBiNUOp0s66kkm+eOQqLVzEWj9ERmlnAQAhYUlDCx1uXkm+/MpHqCQe5FJwZypeEYHtVPR9qXjx9LzVdZygepdThYn1pJT++cIZPLFh23f4ZhkFXbIiXR47cVFh8vohmEzw18CbVjmI8pvkTCFOZLKf6hhkKRil0O1hWXYbdYkLTdc70jdAzHsRls7C6rgKXLbcedmFonIvD4zgsZtbUV+CyWpCEQvdYmPFInLUNlTkdZHFFc1cWMz1yRZhBlzH03JijCDOGJoEBLpeVO7e10nZukA2bGvF47PjznfT3BWg7O4im6SxdXsWzPz1OS2sp0WiS4hIvHo+NzFSOIkAgE2bP+GmeHdrHQGLsmnP/eUBHJ6ml2T1+imOTF1mXv5D7S9bS5K7CLN1coDKuJulPjP3cJ9DR9Emi6ROYJD95ts3kWTfis9+FWb65IuQwT8NpGAZn2of40fPHsNvM/OoH1tNYU4jTnqtvl0xlGRoL8cyrp3l1/wWK8t187JFVGOT0Ey/rEOpGjoYsCYGq6bQPjnNxcAK/20EkkeLgxT5GQzECkTi9Y0HO9IwwFo5hUWQmIgkOXOwlmkhTU3R9+pHJrPDgR9cxNhRk146TaOrsN8zQDU7su8QLPzrEBz93x3WLYE//hiwGWRzm+ZUQuoxm10YuRvZxKrSTQLqfSsdi3KYCZKGQ1CKMJrvoTZwiqUZZnvcgPsvc9QzXVVYSSqX47smTfH7tWsKpFJIQWE0mdF3HZTYTSacpcbnIs9mo9no5OzpKkdNJfzjMcxcvsri4mFAyyUQ8TiyTwWe7+SrthmFwIdrHi8MHORXqYDg58Z/EXM4NHYOO2ABdsUFeHT1Co6uSP2z6IA7l9lSxz2gaT19qYyIZJ5pJ82B9M5Bj8XaFJ+mLXKkMYpJkeiJB/ubQm/htNh6qa2FxQTGSEJwPjBFMXVmOcJjM7Bno4cLkGMUOF481LMBntfHExTMEU8lcW3XNN+yfgcHrY8eYzERuy/nOdvzzkV7awr2sy5/fO6QbBgc7+nn1zCUWVhTz6tkOhoNR3rN6IReGxvnunuMsrynj4vA4F4bG+dz2NQxOhvmPVw6yvKaUEz3DdI1O8tltqwFIZlS+/NohGkvy8TlvQeDjqjG2qrqAbFbjzV3nefjRFcRiKbo7x3B7bMiyhM1mpqwsj57ucaqq8nn26ePk+RxUVReAgHORbn7S/wbHghdJaXNHyH6eiGspXh09yoVIL9uKVvJg6Xq85vlPesbTIcZSc1e8eechMMt+JGHDa12P334XTkvrDcOx18M8C1kbPL/rHBjwu5/YyoaVddfo1TbXFrGspZzf/ssn2HOkg62r66mtzOexdQunWbNeh42PbV2OSZGRJcGCyiLqS/KxmBRMisT65ipUXUeWcmFcv8uObhiYZBmLSWH74gYQYDNff51GCIHX7+Tjv3sPI/1Bzh7tnnPfdCrLs9/bT01zCZvuW3xdsWHdyDAc+RICMyWeX5+97Vni0kII3KYCthd/ltdHv05f4gx9iTM5ajwCw9DQ0ZGFiVX+R1jpe+iame/MNmBzdTVt4+OcHB6mzuebEk/PmS1V1zFNrf9aFYXFxcWcGRlhXUUFQ9FoThmnoYHuYJD+cPimlEpy6QkGgXSYZwb38NLIYWLZJPrbqK7+iwgdg9FUkFAmRkrL3DbDaZFlPrVwOWlNzYXOLVfIO+9tXMB9NY24zbkJXInDxZ+vu5OsriMJgcuc84wqXB5+Y+kaNF3HNbXviqJS6r1+dMNAkSTcZguyJPGZRSun2/JabnwOMTXFm2Mnb8u5zoVgJsrpUAfLpli2N4Km6bx6poN7lzaxtr6SSyMTfH3XEe5cWMczR9vY0lrL/UubiKYy/O63nuWxVQt46VQ7zaUFfGzDMkbCUf7we8/zgXWLyXPYaCrJpyTPxYFLfdy/dG4JS8MwCEzEOHq4i+13L8QwDLq7xmm/MMz6DQ3oukE4nMDndzLQP0k2q2IyyTQvKOPIoc5cAe60SkGBm/7+AHk+B4VFboqK3EQTCXaPn+JLHT9lMhP9TxGhGUiO84O+VzgZusTnG95Dhb0I+QaGxzAMxtJBRlJzl4O8Ea4en+ZK97ve95KwsKzkGRASsrAhCdvbjiDNs5C1wZmLgzTVFtFcVzxNAprROUmQ53Fw18ZmvvfMEcaDMeqqCrBclTguhMBmuWIQrGYT1quMoNM20+MzvyVn1GWfPwNSCEFBiYff/PNH+KvPf5fh3rlZqsl4mq/93fNU1hVS0zx3eaHJxEtMJl6m2PUrTCZevOZ7r3UrsjT7DFYIiRJrE4+V/wnnI7vpi58mqUUxDB1FsuAzl9Lk3kCFfWGumvkciKTTqJqG3WTCYTIRTqfJs9uxKgqDkQgmWSataRQ5ndPXobmggD09PYzGYlgVhayuk9E0AokETosFp/nGg9dlxLUU+8bP8OTAG/TEh/8TvO5vDwYz0+p13WByNEzvpRE0Vae8rpDiCv/0hEtTNQa6xhnuC2C1malpKcGd55h+UdOpLL2nB0lEU/iL3OS1lE0LX1okmYnBSboGejEMg6IyH2W1BdfkTgshpg3mZZhlhQL7ta/zZcM8X5wOdRBT3xmd6atxLtJNJBufl+HUDYPOscC0hFs8ncnldwrBpZEJFpYXoekG8VQGIeXyFduHA9yzJJfnV+7zYJZlesdD5DlsKLLEXQsbePN8N5uaqnHbZ79GQgjyfA7u2LYArzcXKi+v8LFpSzNWa47tPDwUov3iMPfctxhNMzjfNsTEeJT1GxoJTEQ5dLCTZDJLVXU+LpeNkhIvoXSMS0YXL1zc/wvrZc6FrK5yKtTBn535Gr9a+yCr/a3YrsNM1wyd/vhYjtl7C8hVHJpAVQcRwozZ1IhhpND0MIpcBOhk1T50PYYkOTGb6gHQ9RiaHsSk5DTKzcrt1ZpWADQ9hYGOPGWJk+oIFtmHdBUDNJ5IY7eZsZivU0JKgM/jIJPJlaX5eUMIQVVDER/77bv46t/sIDQZn3PfwGiYH/7Ha/zW/3ps1krmALJw4rFuJJm9OOv3Hss6YO7QjxACh+JlRd5DLPXeS0qLoaNjlqxYJMe8ZkHj8Tgvd3QQz2RIZrNsr6vDIstsrqnhK0eOYAAPNzcjSxJPt7XRG8ql+JwYHmZJcTGrysuxyDL/cuAAyWyWB5qa5l23ciAxxpP9b7Jr/ATxn8Hg+osGwzAITUT57j+/RCajYrGaSCezfOjz26lqKMYwDM4e7uLpb+7GV+gmFk5SUuXnQ7+5HZvDgq4bvPiDA5w+1ElBiZfh3gke/ZXNrNicC6F2nhvk+//6MvlFHhSTzNhQkPs/vJ4VW342wv4A5yO9N5UedKvoS4wS11LzFjZPpLPsPt/NoY5+QokkW1trcdssZFSNYz2DXBqZIBhPcueCegpcTpKZ7PRzLYTAYlJIZbPT281lhbx2toPu8SCLK4vn7IMsSyxafIXlazYrrF1XP73duqCM1gVl09sbNjbO+P1Djyyfsb12ax0/GXiDlwcO/aczmldjJDXJFzueYTQV5OGyjXNOgNJ6lkuxgbfVlmGk0Y0YydRhPHIBIEik38RhvQtJcqEbSXQjRizxMm77e0lnT5NVB9H1IHnu30GWPG+r/dmgAITS51AkJ4rkQBIKwdRp/NblmGX/tHKM220jEkuSSGXxuOZ42A2D4fEwNqsJ83yTxbh+hYO5qiXMtf9bIYRg3fZW+jpGeeobe+asPm4YcHRPO7uePcGDH103q0KSx7YJj3X9ddqan+d2mWTglOYrFXEFFR4PDzc3k8xmcVks5NvtSELwSHMza8tzhKIytxtFklhdXs7ColzR3weamiiw2/HabHxsyRImk0msikLxLEWtr8bl0OyZUCff6nmRC5Hen/si/88TB145SzKR5jP/30OYLSZ+9B+vcvi1Nsqq80nE0rz61FGWrmtg23tXMto/ydf+5ln6O8doWFROf+cou356jN/9uw9SXOHn9aeP8tTX3mTp+gZkReaNHccpLM3j439wL0IIXnvqCLufP0HzskqcnndebN8wDHoTIz+TdKG4mmI8FaTafuPSg0IIqvK9LK0uobm0ALOiUOTJpaNV+L00FeezpqESSQiKvS4UWcJhMZPMTNUgNQxSmex04W2AAped+uJ8jnUP0FpeOGcR9dsJzdB5ZnAvP+l/g6Q2N2nxPwsCmTDf732FcDbGp2ruRxHyNeN0WsvQHu17W+3Ish/DSGOQAAxkyY8krKjaMBYpH0UuIa2NIJABFd1IYjG1kFG7rim8kbMdOpqRIJnpIpo5R1odQDNiGIaGInuwKbV4rKuwKCVzsmwVyK3dpbQRUulxFMlJRpuc8eoISbBuaQ0vvtnGwRPd3Ld1wYyQK+SSVLsHJnjpzfNUl/kouirHByCQHsNnzrGXDMMgmB3HZy4kpSWJZIMgBG7Fg0WyEVVD2GQHJsmMZqhMZsaxynZcipu0niaSDSKERL656IbGUwiB1WbmkU9soKd9hMO7zjPXkl4ynualHx+mZVkVjYvKrzm2JEwwy9qjYVwWEH7nvQKzLFPmdl/zucNsptY30xDPth+Az27HZ5/fQJzRs7w5dpKvdT13Q+WYX3YYBpw90kXL8pppFnbLsipO7e8gncoSCsSIBOMsWFWD023D1lyCx++k79IIDYvK6Tg7gMfvpLqxOFdMfVsrO76zl8GeCSrri8gks7h9DhwuG0KAv9DD+eO9udzAnwGSWppQ5voF4m8nhlLzE/mQJZEj/wxNsLahEo/dOs3C39Jaw+tnO7ljYR1+p2P684UVRZzqG2ZjczW940GEENQW+qbVyiRJYnVdOV99/TCRRBq/652dmGiGxp7x03yv92UyevYdbetniYSW4qmB3aiGzkcqt+M2zYycjaVDDCYn3lYb6cwZYsmXcdkfQZb8CCFhs2wmEn8ci6kVIWSEsCOEBZPSSEbtRDMiSJITcdV4bRgaaXWI0fjTjMWeIa0OzCi0kYMEGEjCTIH9fso8v4bdVDsl+XgFCoDb0kwgeQSbUkRWj2OR81GuCh1KQnDvllYOnerh608cYHA0RGtDCV63DUkIYvE0PYOTvHbgItFEivfeu5SSwpmD9t6Jl3m49KO5E8Bg38QrPFT6UVJagonMKJOZcfLNRTQ4F9Adb8dt8lLjaEIzVMbTwwQyY6zM28xgsptAZozJzDh3FD6ETb7xAy+EIC/fxYd/4046zg0SGJ2bMdh7aZRXnzpGbXPJNapCGW2CZLYdt2XtDDZWVh8nlj6Jx7oRWdyagPwvImJqkpeGD/K9nleIa//1QrPXIheq1S6XK9INkokMspJbb1OzKrFwYtrQqRkVNatNl74LB2K4vPbpXM28Aje6phMOxKC+iI0PLGXHt/fSdrQLVdXZ++Ip1t+zGNfPwNuE3CCY1efWer3dCGVi05Kbs8lpXoYkBHcvbuBbbx7jS68eotDtYHNLDc2lhWxuruH8wBhfeuUQBW4HaxsqWVlbzvZF9fzzC3v4ws4DBOMJHl21ALvZxIFLfZzsHQIgq+pcHJ7g7MAIW1pqr2n3dsEwDC5E+vhuz85fKqN5Gaqh8eLwQWQkPly1HZfpyvN6JtT5to8vy34kyYauRzCMDOnsJVRtgKzWh6ZNoOoj6EYYMZWba7fcSTj+HZSrZPIMQyeSPklv6J8Jpw5jkvLwWNdgUcrJaCPE0mfxWNdgN9ej6lFi6TOMxZ8lqfZT5/9zHKaZyyUKgFnyUuLYxmVrC8wwDEIIGqoK+NUPrOdLP9jL4y8cx+20YrPk3Nh0Rs3VP9N03nP3Eh68Y+Gcxa7fCo/JR1pPE8yM52TnhEyhpYShVD8VtjpSeorJzAQDyR7qna1MpEcptpUTygbQriPoPBsaFlXw2Kc28bW/f/66hRR27TjBvR9YRV1r2YzPw8k9ZLRh3JY1xNNnkWUPFrkckAgmXsNhXoQ8i3DBfzYYhkFSS/Ps4F6e6N/1rtG8GgYceu0c1Y3FONw29u88zfq7F2Gx5TRw49EUz39/P2aLQvf5IYJjUeoX5kLomqojX8VGzy0HiOm6ga3Lq+lqG+JLf/lTUokM9314LWu2L0CSfzYl3TK6+jNlR6e0NGCQTGU5eLCTDesbMF1VX/fyQCWmQrC/vm01A5NhMqpOgSv3ntnNJj5zxyr6JoIk0lnK8nIT9hKvi9+5dwNDkxGsZhMNxX4ASvNmTuhX1ZZRU+ibNtxXtz3N1jSuKjEgZvYNriwdXd796gmAYRiEs3GeG9rPQGL8bV2v+eKyqLtZUjBJCgJB1lDJaOq0h3W7g/FJLc3zwwewymY+Wn0X8pSHdjr89gynEKDIpTit9yIkO0IoyFI+Qih4ndVIkgtFgBAWbOacBrgkWXHZ3zud4ZALGQ/TH/p3Iqkj5NvvocT9MaxKOZqeoCPwJxS53keZ+9OYpHwMMqTVYQYj32Ik+kNGY09S7f195KvCvgpARpukP/YMJY7t0+WxLHL+VLpEDmaTwrZ1TTTWFPLjF45zsm0gV9RUN7BaTDTVFPLQtkWsXVozw2jmFGWupCsYhkFCi80Il4qp6hYmYckRjMyFDKX6CGUnGE4NUGKrRDd0VEPFJFu4FDtHjaMJh3xzFViEgDseWsqxPe2c2H9pzv3i0RTPfGc/v/e/3ztj0EplO3BaVwIGodSbWJVqLPYyFOECNAzeXsK4YehohoYs5FvOL7odSOtZnhrYzQ/7XiHzM/RAZsPVlRyEEFOD2OUKKsbPTL7vcl8q6otIxlLsfv4kw30BVt+5gM0PLEWScksCFXWFFBR7+cb/eQ4hSbz/N+6kuDI3aFvsZtKpKx5HMpFGSGCfyh8OBaLsfeEUD39yE16/kx9/6XUaF1eyaE3dz+T8cnnWP7vrqeq59+XihRHOnO7n4oXh6dWOj35kPS7XFbarJAR+lwO/a+bEVAhB99EenvjXl/jtf/wYxVOGUQiBVzLxw398hd7zg/hLvGx+bBXr719GVcMV8ZFXf3SAv/nK9zBZTDQuq+KBT22hvGHKUzHg4M5TvPDNNwmMhJBlmeaVNdz3yc1Ut5RNjw3/f/beOsyu8zz3/r2LNuMwszRiZrAky8yOkzgOc5MmTZue4tcUT+E0J21ymqYn2IAdJ3HMEDPJlsXMI2mYcc/mvej7Y49GGmlIGslJenpfl62ZWWsv2mut532f537uOzoY5+GvPcvh7adQVIUt713FTR9aj8OlYWOzb/Ak23oPXvVBiUDgVVz4VTfl7kLq/eVUeYoocIYJab6sJjCjp4JNtubYnxmmJ5VtEWmMd3A61k5UT5AwUiTM9BW3xiTMFD9reQW/6uG24jVkLJ2TM6xvgkASLhwX9M2rSjFwvs9dwjNmdgmgyDkX/GYxkHiNodR2cj23UZvzN8jCixCCswN/j2klyfPcgSrljnB6HDiVCsoCv0Msc5SBxCuU+T89pmNCAUiZ/cjCRU9y++iFLvHejiTGBiZZlqgsyeGPPrWVZEpnIBLHsmz8Xid+n2tCz8b2ZBOZC+SWGuMnR0c+KTPBsD6IKlRsLIYzg3SnOxjM9BFSc/EpAbpT7SAgR8vPSmHZNl7Fz+XWFIUQBHK8bLlzMacOtxKPTiwBtX97A22NvZTXFpy/WFKAZOYksnCT0huxrCR+52oyRjb1I02iVTsVEsYwjfG9DGY6CGulVHmX4pInJ+5cC2RMnV917uCnzS+hX+aMfiZQhExI8xHWfHgUFx7ZiVdx4ZQdqFLWCUUdUSwxrOwAQ7cMkmaalJkhbekkzTQxIznyX4Kokby6DFEB85ZXsffNE3z2K3fj8Y/ti/SHPYTy/BRV5PCh37/pkpliYWmYN57cRyat43I7aD7VhebUKCjLPuQn97fg9GhsvH0xqqqw540THNp5ZtzAqad1Gg61UlpbMOova9s2kb4YZ4+1MWd59SiTt6u5j7NH2zAyBqW1BVTPL0Uax7pKEtK7KoN3zqtz8eJyFi8uv+LtmKZJKp6+xI/X6XHwvi/djGVaNB5t58WH3qK/c4i7PnM9Tnf2WV24bha1i8qJ9EV566m9fOMPfsIf/vvHKarMwwYM3WTDXcsprsojGU/z2qO7+P5fP8offvPjhAr8mIbFz//1VzQdb+ejf343sUiCn/3rc3j8Lra8bzVRPcnPW14lfRVTtBISxa4cFgRrWBGuZ36gmqDqndZ351Vc5DgCzPJlmcI2NqZl0pHs50S0hWPDjZyNddAU77oiApNuGzzU8iI+1Y1bdvxGMIdtTAaSr6LKeRT7PjQaNAGGkjtQ5RBOuXjM9RNCoEg+vNpcumK/xLpIO1wBCDhmEXCMpVFPBiEEbpeG2zV1oBBCUOGuwzlSixRCUO9bRI6WtSlTJBWH5KLYVUGeo4i0lUIRClWe2eQ48nHJHmQh45RduGQPDsmJIpQrHhXJssSiNbXUzSvhwI6J0wjDg3HeeeUYZTX5oxc04NpEx/B/EMscIODcSDJzkrP9f4xt6wRcG1FmQHtuThzk5a7vkDAjeOQgtxR/iTrfqive3pXAtC3e6jvEz1pefleCpldxMcdfwWxfOaXuPHK0AEHNi1t24paduBTHtBqsdcsgbemkzAwJM0XcSBE3k0T0OJ3JftqTfbQnemhKdM34QZ63ooodrxzlF//3VdbcMA9/2Eso14fL48DtcbLq+rk8/v03sSybWQvKcHud5BYHkWWJWYvKUTSZ5x/ewYJV1Tz74HYWr6sjEM4GvpzCAJH+GId3nMEXdNN2tofK2eOzTlOJDG8+uZcbP7BmjDF7Z0sfz/5oG2V1hbg8Dvo6Bnn+obcorMjFH/Kg68aEs0pNUqe83lcTLtlJVgAEurqGSCQyVFbmjklnzwSqplA5J1tuqZxbgsOt8fi3XmLtbUsoG5lV5pedn5lUzy/jnz7zXV786dt89M/vRghYe9uS0eOxbRt/2MvXv/QjWhs6CRX46W7pY/8bx/no/3cXK25YkJUsPNLGjucPsua2JeyKHaMx3nlVzgdAkxRuKVrD5vwl1HhLcEiX7yt8IbJWbgrlngLK3Plszl9CZ7Kf07E23uk/yjt9Ry476A9lYvxn43N4ZCfp34TAaVskMg241Ro0ZWzrkUV6RIDm0nO0sTCteNYX9qJlI6xag6TRQTRzGoGMT6vFpRSNpgtt2yaRylxWYtzhUEfVhWShkKeFyTJPZRShkqMFSZlZGaY8RwgJBVVS0SQHLllDQkaWsimsMvf5wr0kJMJadv1zF0W34tiYyEJDFs4p05w5BQGWrJ/Fsf3NZNLjB4hM2uDoniYG740Szsumf1xqLZWhv8JCR5H8WHaKpH4GRfKhyaUIceUWVWkzTsbK1hIzVnL053cLtm1zbLiJh5pfYiBzbdizEgKnrDHbX8F1eYtZGKwhqHpxyCqquDJBdSEEmqyiyeoYUgKMGOKOzEx1yyBhpmmMd3BiuIWDQ6dpSXSPLptOylcIQTg/wANfvIEXH9nNd/7nU1mFqi/fTFV9MUISLFpTh6opPPfTd3j2wbeZv6KaD3/5FlweB4Gwh0//xV089PUXeOOZ/cxaWM77Prtl9Lxr5pZwywfW8Oj3Xsc0TJZtrGfj7ZNry16M2vll/N5XPzDavtLd2o9tw3V3Lcftc07aN+lVnKiTKFZdbYQdPgRw9GgbjY29qJpCe8cgsiyYN7eUQGBmCi+2baNnDNKJDLZtU1pTgKLKNB9vp7Q2y8i3TItkPI2hm8iKxPLr5/POcweIDsbxhTzI8tj9O9waqkMlOpjtCe9o7CEWSVC//HxWYN6qWo6800BnRy9PR9++KqpAAsh3hPh0zZ2szJlzTXxlhRCoIhtES915rMyZy61Fa3ik9TWORM5e1gy0ewZKQVcfNro1iE8KIIuxYhcupYpY5hjR9AHCrk2AjBAjdnf6GQZTb+PWZiNd9DkFYDB9iOH0KfyOOmzbpCX6OJX++3GM9HGalsWf/vOTo24o08FnP7CexXPOCZXbvN7xu6wp+Ad8Whk2Fts6/4CU0Y9fq0Qg49eqmB18AE0OcHLwJ8iSk9nBDyKJc/Y952++w/3fIuycS4X3ZnQrzvHBHxDV23AquVR6byHHOX/S4ClJgpWb6nnih9vIpCem37ee6aajqX80cAohIUs+dKOZlH4Gy04hULGFFzHDNFelZxGLQjfRl2oh31lFqXvuFW/rStCfifCTxudpSXRf9W0LBGXufBYEq9mSv4x5gSqkcxSGa5gaPPciOJfi9dseCp1h1uTMB6A7PcixSCNHI42ciXXQlRpgaApXCkkSlFbn84k/uW3c5Yoqs2BVzbjpVSEENXNL+MvvfGLcz6oOhVsfWMOtD6wZd/lUEEKgOhQCjvMpflmRMXQTfURU3DItlAmIew5JI+zwwbvUdVTszLoJ6YZJXp4fzSHT0NCNQ1NQFs7sebJtm1gkwaP/9iJHd51GkiRKawvQMwatDV3YVrZOvv+N4zz2rZfIpHX8YS8F5blEB+MMdEfwBt1kUjp9nYOoqkImbbDnpSMkoklKa7Mz1thQIlvfdp/PvgXyfKSTaba3HaZdm1krBmSDZpWnmN+pvZtFwZpJlcWuFiQh4ZGdLA7WMi9QybbegzzSmlUL++3r4xZIwpnVGb/IuKDAew9DfW9zduAfSfqacau1CAEJvZH24R9iWQnyPXciS2PLZgpk7XQkIaObw9hYSEK7JPAYpkVb1xCDkQTWNAgEkejEMyaBxPzwZ2iJvkB14F7CjjmAyO7ThgL3Ss4OP0nK6MOtFhLX22iOvUDaHAKgN7mPqN6CKnkpdq9nQc7nMawUrbGXOTv8BH6tCm2K+mBZdR7ltQUM9k0cOPu6hmk5082cpRXIsoRlZ+iLPUoktR2BRFI/jcexCBD4HIvJ8dw5Sq66XAS1Iq4v+DQZM4EmuybVqp0Ihm4iSeKyWZiWbfFY25scGJqYMHWl8KseNuYt4sbCldR6S0aD2K8DF7+IC51hCp1hNucvpTc9RGO8k8ZYB0cijRwdbpxQem46vcNXe9mFSERT/OrBt2k4mJXmq55XyuZ7V6A5L71niqvyCOX7efzbr6CoCrULy1h5w4Jx06FCCCrdRezg6DUnXfmVrB8qQG1NAadOddHXGyUU8lBVmYdrGmWgqbD3laMcePM4D/zxHRRX5XN0ZwMHtp0gPpzEBvraB/nZvzzHkk1zWX/nUhLRJE9//3UM3SSTyqYYGw408+D/egq3z0UqkcYybe79/A0UXWhFeNHXJsjKBB4bbiIemnnmyK96+Xj1be9a0DyHc+enCZUt+cuocBfxRPubvNl7gORvQAp2upCEQnng88iSH0ka+34OuTZQ5PsAXdFHaBz8x5GZpcCyU8jCTZHvA+R6bs728F8ABcCnzUKTQqTMXgQSfu9sVCkweuFkSeJPPnMDv3huHy9sO87KRRVsWF5LUb4/q0U7zvNeVjixTZcQgnzXcnQrzqmhn7E45/dwq/mAAAF+rQpJKAxlzuJSChBCpj91hGr/XbiVItLmIAFHDSFHffYzCGThoNiznvb4mySMLlRp8mK5rMjMW1bJwUnqnIZhcvZ45yiZYzj1DkPJ1ygN/gGx9AG8jqXkeG4jbXTQFf0BAecGNGVqJZQJj0kouJTxRQsuROOxNnpaB1h100JgREi5dYAHv/o0d35yM3WLp/ZcPAfbttkzcJIXu3Zf1VelhKDeX8EHK25kXqAS91W05rraEEKQ7wyR7wyxLDSbG4tW0p0aYO/ASbb3H30XZC0uD5pTZfH6WTSf7GDB2jpq5pUiq+Mr3wRyvNz6ofUM9A5jGSb+sHdSI4O5gUokIWFdA0uxC1HpKRr1d/R4HIRCboQEc+pL0DQZSRJTyvFZ5gXhfZzVju08TcWcEpZtnousyPhCbva8fATVoSCAruZehnqHuemD68gpCgIQjyQ5c7AFeUQ5LJVIk0npvPf3biaU78fjdxEqCIz2eLs8DizDQs8YOEaCfSySIK3o9BK5KrOz95RuZHlo9rsaNC+GEIIabzGfqbmTImcOP2t5hZT16w2e9oixxXhEt7GQKfJ/GABxkTy7JNyUB79IwLmWweSrJPQmhJBxK1UjLirzUaRLJ2EKkC1+CpmQYwHnFKcvvmFPN/fy+s4GPvm+tbznpsVoEzyok5zmRQesUOrZjG7FONj/byzL+5PRWaImBchzLaMj/gYF7uW4lSKq/XfRndzNopzfwyGH8ShFuOQ8UmYfJ4ceIpI+g0ctIW0OEM20ENBqxzuIMZi9aGomX8vpbvS0gcvtIJbeT47nLlzqbIZTO1HkEIoUBkUBJGzeHRbqSw+/ww33Z9N5lmnRdLydp77/Oj1t/RNKCk6EnvQgj7S+RkS/eooxHtnJhryFfKr6jkuURH7ToUgyYc1PSPUx21fO/eVb31XCzHSgqDJVc0spqswjEU2RSmTIpPRxbfGEEHiDbrzB6YkoLAjWENZ89KSHrvJRX3BMCBYEq/EpWVLTgQPNdHVFcLk1tm9vAGyWLq0kOMUxv/XUXppPdlI+q2jcLIusyuiRBKZhIckSqXiaZCxF5ZySbM+4LGHZ9ujs0rZtetsGCOR6RwOpP+xFkiUKynNG07MXoqAiD5fXyemDzSzeOAeAk3sbyQRNTN/MjZvn+Cu4tXjtKAP51wkhBD7FzQcqtpLrDPK9M08zdBXfG5eLaCTJkf3NrN08Z9L1si0m42fwsvKnfsKuTYRdG2FUkgNg4nKBAhDVG2kZ/iUh56LRKWmeay3KSN+Kadk8/ephyopDrF9WjUO7knTbeHZbEpW+W+lNHqAt/hrV/jtHTybftYzm6K+I6x34tUqKPRvoSx2iPfYaFwbhrsQODCvF6sK/R7eG2d3zD0yXxVRem4+sSBP6dQK0N/WRGQlGihRCU4oBgUubRV/sUXSzB93sQ5WCl+TBrxVMw2SoP0p3ax/Hdp3h8PZTbLp3BQ0HmhGTzCYuhm4ZvN13mJPR5qt2bGHNxz2lG7mreANOOUtgsGx71FrutwVipHf0Mi7nuwrVobD53hXsefUoR3edwR/2TMtPdio4JZXN+Uv5eeurV+Eox0euI8D8QDUOOfuu0RwKmqZgWzZNzb3khL1o2tRkscLKPF57dBd7Xz067ix66aa5/PgfnuSNx3dTUV/MzhcOZtnOSypBQGlNASU1BTz6rZfY+v41DA/Gef6ht9h0zwr84WzGStUU9LRB66mu0d5zb8BNINeLJEmUVOcze1klT3/vNRwujUQ0xTvPH6T89hIOKs0zUhpQhcL1BcvxyJfncHMtce652Jy/hLSp81Dzi9fMu3UqPPOLXei6ieZQz6tPjGDh8io0x/TjVPZem/7gRAFwyGFKfXeO8ZKUxFgRg9PNvSyeU4rPO/0v0bINepJ7UYRzRM/1/PZGDxiFkKOeSPrMmGUuOY9811Kao88zP/xZJKFQ67+XE0M/IWn2kcMCAHQrgUctRJXcKJIThxzErU5sDXYh3B4Hbq+T6NDEljeD/TEySR3btsnx3D7KrvJpSxFeiXjmCC61Dp9zJbJ4dwLndfeu4JkfvE4qkaFidhG3f2IzVXNLOH1o+s3Gtm0zmInyQteuq1av8MhOHqi4gRsLVuJSsi/xRDrDG0cbuXFxHRfOCX6bguh4GOqN8v2/f5JwQTa1vuH2pUQjcfa+fhyANTcuYO6Kajoae3nl0d14fE423b2MUL6f3a8e49D2BuYur2L1jQvoaOpj2zP7SSUzLN80hwWrazl7tJ3XnthDUUUuG+9YincchmlJdT4l1flX9bwEgk35S3itZz896atvPiwQzPVXMsd/vpxQW1OAy6nR1xdl6ZJKioqCuFxT1/hnLank03/3Xh7652doPdV5ydh8/tpZbL5vJc//ZBvppE5ecYj7vngTeSXhrEBCvp8P/fEdPPy1Z/nmHz2ELMssv2E+Wz+wdvRaK6pMdCjO9//mURwjNeT1dy7jns9txel2oDlV7v/ybfzkH5/iP/70ZwhJsPym+aS22uwZODuja1XkyqHeV448TipS1w1+9M1X6O4cQhlxgbn7gVXUzilm/86zvPXyUXLz/dz23hUEwx4e+vbrtLf0E871cvv7VpGT5+OtV46xd3sDsiKzZFU1azbV43BOr71Fk1RuKFxO1Ijzs+ZfT9pWGRlcNRxrv2TZ3MXl4wbOyxX4mHTGqUkhNC0II+ospp25JBdsmBbD8TSplA5Tl+GyO0VCEU4aIr8gZV4o6GzTEPkFAomgVkdPci8lng1ZJpzRhmVne2rCjnkc7P8/1Abeg0vJw60Wk+9eyaG+fwNv9gKEHLM4NfQw3cndxPUOVMmDTy2b1pcvJIHb65g0cNqWTWxEKEG9QI1CCCc+xyp8juVkn9h3r3m8flkVVXNLsCwbVVOwTIvEcJINdyzDE5i+4fKr3XtpjHVclWNySBqfrrmDmwpXjUkr7Tvbzp6zbRxr68IeGZp9/uY1U5qR27ZNTE8TNzJkLBPbzop9a5KMW9HwKFefjn858Od4qF9WiaGbbLp7GR6fi0xKZ/biCjIpnX/7059TPbeUlx/ZxaZ7ltPR2MO+N0+y+sb5vPPCYT72x7fzk689x+wllZzc30zN/FKq55bw+Hdfp3xWIU//cBsf/h+38s4Lhzh9pJXF66bfZz0TCCGo8BRyV8l6ftz0/FVt3AfIcwS5v/x63BfNopLJDDY21dX5qKqMbTMty7Giyjy+9K8fxtDNMcxWIbJM1zs/cz03f2QDlmWjqDKaQx1N6wohqFtcwZ9851MYupltbXKqo9rCACU1Bfzbq39xgbiCjaKpOC4I7EWVefz+Nz6CkTFACEzV4puNj87wSkGVp4gSd96YCc05KIpMTX0RkcEEH/qdTXh9LhwulabT3ex9u4F7P7SWU0fbeenJ/dz7kbWs2jiLorIwJw638cN/e4kv/809zJ5XwtJV1WQyBo/88C0CQTdLVk9fpcolO7ivdBOtiR5e7d73rptx3/PB1RMadqjjlBJt28KwoqSNNoZSO0joJ0kbnRhWnKzrihuHXIxHqyfgXIFTKUeR/ON2aCgASbMTgcApF5IxB+mIv0yx50Y0Oct6E0JQVhTiVGMPb+45zQ3r5hDwOqdsVBZCIte1CEXy4FYKUUd1XAVF7nW0xl6iJf4yJZ71lHtvBGwah58mZZyncOe7lmGM9DRKQqbAtZzawH141KzkUq5zIWYgQ1fiHWThZHbwAdRppkyFENNKb8WHJ2NXvvssUUmScHmcWKZF2+lu9rx2lOhgjI/+2d3T3sagHuWZzu1X5VZ3SCp3l6znxsKVl9Ri1s+pYv2cqsvaXkxPs6unhWdbjnNgoJ3uRAzdMvFrDgpcPhbnlPC789ZR5J7mCO4aQJIkbnjvKl78xU6O7j7Lis1z0Zwqrae76Gjqo7Qmn9hwIjuzyfGSiqfo64zQ2tBNKM9HMM9HTmGQ3s4hwgV+mk92MtgzTGF5DonhFE6PRjDXS7ggK4pgmdYoYeVaQ5UUbihcQXuylxe6dl219oOQ5uMT1bdR4y0ZExCPHGkjMpzE43GwZ89ZDNNi5YrqKWucwGiwG49RLIRAUWUUdeLBZDbATvwOkGTpEoWo8bbhcGmj5KConqAvHZny2CeDImRK3Hl4lIlNtjfdvIDhoQQvP3OQO9+/ClmW6G4fIpzno6QiB8MwaW3qJZXMUDeiu71sdS0/+dZrZNIGJRXZiUAmY+APuokOp7Dt83q804FD1vhk1e00xjo5G786g/DpwjSsac+QLVsnmt5Px/BD9CdewiY7Q87ahmXvHds2sNkJcRBohN2bKfZ9CL9z2RhvajhX48ycQZOCSMJJd/w1IuljFLo3ja4kCcHWtfV888E3+NFjO9l5oAm/1zkpm+l9ty6lvjorVxd01BJ0fHF0mRACn1bG3PCl/WwLcz4/6QVwyEHqQx++4C8yhe5VFLqvncrOORHu6ZruzgSmbdAaP4JbCZLvrJxwPT1j8NbT+2g52UHVvFJO7Lm8tNAbPQdm/HBDlj27Kmcud5VuQBHjv9gvp8YZ1zP89PQ+fnByN32pGLlOD4tzinEpKpFMivZ4hF82HuKO8rlXNXCe8+m72D5oMqgOhTU3LeD5n26ndn4p4YIAIGg/20M434+qjVW4GpHavXCvyJKEy+skEUuRSenklYTGzHiwGXfGca0R0nx8qOImAJ7v2jVj6cJCZ5gHKm5gY96iS5b5fE5aWwcYHIzT3jZIeXkODsfMFHF+nTBsk/4Z1v0ckkqxM2fK737r7Yt57MF32PHmCTbdvIBUSqejpZ9kIsNQfwyBQFWz9WMhCZrOdKNqMtoIT+Xpn++k8VQ3Ofk+6heUXlbQPIcch5/3lG3imw2Pvqs+o48/+A7v/+TGKY/Ztm0SmZOcGfifxDMn8GpzCDhX4VIqUKQAYqQsaWNiWFFSegvD6b0MJF4mqTdSE/4KAeeqMTNPBcCtlNAafRJJyJR678C+6AUiBNy0YQ7t3UO89PYJ9h1tHZkiTzxf2by6bjRw/qbCtmwSk+jVnoPikNk3eAbLtpkbyGo8qpKCdhV6ErP+gBYZK0l74ji7B56iK9XAloJPThg4e9sG+Pk3fkW4MMiW963G5XHyxhN7SESTOFwOZGXyTMBgJsqbvQevykyi2JXLe8s2k6sFxn3RDcaTPLv3BHeumDPKTnVP8FK0bZt3epr41rHtJA2dD9Ut4xOzVuLTHEhCYFo2acvg7HA/Fb6J253O4dTQj6kNfABJqPQkdiGQyHMvx7QzWHaGSPoklm2Q41rMycH/RCBR5LkOr1qOaSfpTmwnz7UCp5x/yfHatk1LQxfBHB+ZtEEmpaOnDXxBN+tuWcSDX/sVt42kCAd6IvR3R3B5HJTXFfDCz96hvzvCQM8wBWVhDu84TUFpDrMWl/Psj99iw+1LSMZSDHQP0989NCFr9Foj1xHgU9V3UOct49G21+lODV6WFKNA4JBUFgZr+FDlTdR6S1Ak+ZJgUFOTT26uj67uCEuXVJCX559WjXMijOFQXOBScuHv1xKWbTGsx2e0DVVSCDsmHxgKkS01rbt+Dk//fBcr18/C5dbo743yzX94GkWVuev+1aiawjf+7kl6OiNoDpX3f2IjmjP77tpwwzxy8wPs33lmxCHmCtS7EKwI17MiXM+bvQev6HyvBCcOt42QggSmaZFKZGhs6OLV5w7xsS9sxT+SsbAx6Iw+TCLTQIn/45T4P4Ei+Ud67sVF94iNZWew7ARdsUdpHvxXOmMPZ9tSLuCwKAAupYj68O+OUnadSv4YaSIhBEG/i9//2GbuvH4Bx892E4ulJhVCqCzJmXDZbwpSyQwDvVPLpDh9GnuHG9Etg2ORLAFnfrCCZeGpW14mg2FlGNK7aIkf5nDkFbqSDWiym3xHFQF14kHHsz96g0h/DEmRefI7r2LoJo1H2vjB3z7OPZ+7npJJBiy2bXNo6AxtiZ4ZHTuALCRuL17LbF/5hA/cma5+Yqk0P3/7YDYNBHx40zKc46jXmLbNf57cTVRPc0f5XP5k0Rac8lh2pW3bFLqml4rXreHRGV+OcyEnBr9HjmshvYld9KZ2Y1hJ3CN9tx61BLdSSNrspyfxDmlzkITRiSaHcbouJeDYts2pAy20ne6mfHYhuUVBetoHefPp/aQSae78+EZkReKG963i9cf34A24ue7OpXj8Ltbfsognvvc6yzfNwRtwM2txOW8+vZ9XfrmLzfcuR1Fl7vj4Rp7+0TZKqvKomV96yf7fDQiRdd+4rXgNq3Pn8WbvAfYMnKAvHSGix0maKTKWgWlbSAhkScYpaXgUJyHNR4W7kHV5C1gRqp9UQN6ybAYG4nS0D2JZNolEmtmzi8fUqRLJDPF4mrzc7Hc/FMmmwQMjadSe3mF8PheqItHVM0wikcbp1CgrCdHdO0w0msLjdlBcFMwOetoGqCi7Nu8oG3vGtWFZyPiUyVPVA31RXG4HvoArKxtomOQXBaiZXcRN9yyloDg4uq6iKnzqyzdRVXf+3RCNJHC6NOYvq+Dwvib6uiMUlU49IL0YQgiCqpeNeYs5OHSayAwHDZeDVEqnq22QMyc7OXGoFdOyWbOpftRxCLLyeQPJN/E5FlHkewBtnIHwufPIagI4kXFS6L2P4dRuIqkdmFZ8TD+nAjCcOZntjVTLsWyDhN6ORy0f9VQ7t1FZFtRV5lNXeXWZfL8uNDd0Y+iTN3q73Bo5IT8fLLruqo1WLdukLXGcM7HdNMcP0JU6g0v2Mdu/njrfSsrdC/AqEz/Ut39iE8nY+ZSIntZxujVu+9h15BZNfuOnrAzHhhuvys09x1/BjYUrJ70uy2tKWV4zvRf/UCbJoYFOXLLKreVzLgmacLkzhgtZ4g6CjtkMpo8RcMwmYXTiUUvJur0rJPQOBIKAox6HnEskcwKvWk5Aq0MIwYHBM+zoP0GpK5fbS1Zla5zvG1seKK8r5ENfvgXIWmadjnVwWG0icZcgI2XYYZ5iWaaWFdfPY+XW+aOfyy8Jc9/vXH/BdYjRlj+IuN9Jiz1ENLKXhaKKOm/xtM//rd6jHI40Ue8rZXPBpenRaV/Bkf3lOgLcU7KRmwtX0Znqpzc1RESPkTQzGLaJJASapOKRs0GzyJlDriOAPI3+w8bGXlrbBujuHmbRonKOHWuntDRnjFZtX1+UEw1d3Lglay91+mwPsiyxZGG2F3vv/mYWzC8lP9dHPJEmGk3xxtuneO/dyzlwqAWPx0F3zzC337wIRZH51UtH+MzHNo62sVgj5J8LfxeC0XYq27KRJDHu9TetbOZGlqSsrKFtY8zQjk8SYkqVraaGbo4eaCGZyFBakYvL7cDjc1FSkcNzj+7B53exYn0dFTX5aJrCkw/vJL8wwOz5JSxdU8vp450cO9BCZkRxLL/oyk0qhBAsDtZS4S6csQfndBGPpXj4O28gSYKcAh+3vGc5FTX5o+IUF8K0hlHlhcjS9PvKJaHhUAoZTMUusYwc8eMcRBIqkfRJuhNv4FRycatlV+HULh+WaSEmuEGvJmzbZt9bp6ZcL784hKzK9KejBDQ3ipBJmGkGM3FKXOFpHee5NJFhZ+hInmT/4HO0J4+TMCIoQmVp6HbmBjYS1kpxyb4pt5lTGMQ0rSyXV5IwDJN7Pns9ucWhSVN6tm3Tnx7maKRpxgw4WUjcW3odXmVy4kQkkUISAo9TQwCnOvuoKQijyJe+ULsSw2RMg0K3j3zX9GySxoNt2/Sn9pPQO0Z/t7EIOefTEX+NkGMBOc5FtESfJd+9Cp9WQ2diG7mu5ThHmNMJo52+9D4K2QjAieE2ftGyjWWhWm4vmbyebtoWj7W9zeNt2xnMxMhYxgj5TqXIFebzdbezJFgzfvo30ct3z/yKQ0NNJMxsVkeVFPIdAd5bvoGbi5ajCnnKa7Nv8AxPtG3npsKlMwqcF0IIgVtxUuMtocZbMvUHpgldN5k7pwRVkTl4qIVEInPF372mKRTm+xkays5IY/E0Q5Ek8+eW0tw6gG3bNLT0cKyth5/+ag+bltdhY/PctmMoisy9WxYSTaR5fXcDNnDf1sXsP9HG2fZ+wn436xZX8cuXDpDWDcoKQ6yYV86uIy3EEmnm1RSyeHYJpn21BAsnvwZzFpWRk+/HsizCuT5c7izTfP3WufR2D2PoJrn52XTv3R9czfBQEiFBIOhBCKibV0w4z4dpWgSCbkK5l+dvfDH8qod1uQs5Eml8VwzRb75nGcVlYQpLQgRCHibSKREIVDk3y6A1I6hSzpT3l23bmHaSpN6EKgUv6TLJatVKTjpiL+LVqqj0v2+Elfru11QSsRTP/PQdZi8qZ87i8mxj6zXCYG+U7S8dnXK96rnF2Cq81nOI9Xlz6U0Pk6v5OR3toNgVmrJ4b1g6cWOA9uQJ9g0+S0fyJIpQCWnFLAzcyMLgDfjUHMRltLM0Hmvnmf98A5dbY9GGeva+epTGY23ULa7gvi/cRChv4tpIe7KXs1ehBWVJcBZz/VOzZXeeaqG2KJfm3kECbhcHmzooCvnwuy4NnEkzO0rXJGVCotF0EXDMJse5BIFE2uynI/4aKbMPl5KPaafwadXku1fjUvLRpAAlnuvpir9JoXsjLqWAsGPhaDvV5cCwTJ5oe4fvnnkej+JkU/5C5gcriRlJdvad4FCkiX8+/kv+fO77WRCoHPOdR40k3zz1FHsGG6jxFrGl4Do8ioODg42803eM7515AbfsYHPBonGMjn57MW9eNgjn5/uIRJI4XSpu1/l2I8uy6R+MZ03MbRvDtIhEkoTDHmzbJp02iCWyGZgsgU9C0xQcmoJnJJjs3tfIhjV1OB0qIY+LmoIweSEffUNxEskMdeV5DEWT9A7GaO+JsGROKUdOdxKNp1i5oIIl9aV859HtbF09m8X1pfQNxdi0rA6nQ+HmtfV09EbYd6KdBXXF2TquEDMyBbdsi8wU6V6X20FFzaXZP6dLo6wyd8zf8ouC5I+oIZ2D1+fC65t++9pUEEKwPm8BP2p6jsS7QBLactuiLOHOtunvibLjzZM4XSo33LHkouOSyfPcTFvk+7RG/oPSwGfQ5ILs7JPzg9Ds92ViWgl0q5/O6E8ZSu0k33sXsjTWQF0BCDkW49dmoUpBdCtCxhxCk0NcrlE0ZJ0OTjf3khf2khua/ggmlUjz/C928fP/eA1v0M19n9rI5juW4PFdfY1TQzd5+Yl9DPZNXt+UJEHt3GKcLo3MkMnO/lMMZeLkO4N4ZMekQdOyTbpSp2mKH+BMdA8dyRM4JDdVnqVUe5dR61tJQM3jSq7xSz/bzsobFuB0a2x7ci+b3rOCj3/lHh75txfoaR2YMHCatsWBwYYZe206ZY01ufMJalPPCj1OjQONHQwnU7g0lf5oYkIJu6CWDVJxI03avPIaUdYVxUN14L7s8Sq5VAfee8l6Be7zLiRh5wLCzgWjvzuVHIqU6y57343xLp7u2IEmKXyq+mZuKFwyqpCztWAJ/3LiMbb3Heflrv3UeotwX9BusKP/ODsHTjLHX8Yf17+Xam/WO/DWohX859mXeLD5VZ7p2MXy8CyCmmeiQ/itw6jYgCKTk3PpO8OyLM6c7cXvz16rdEqntWOQnBEf08hwkr7+rPSbaVp0dUeIJzJIUrYGWlYcwrJtpJH9nGnspT8ap7NvmNqyXApyfPz4mV14XQ7WL6nhRFM3kVgKWZJwuzROnO2mZyBKRVEITZFZPrecbfvPsPtYCyvmlfP2gcasbVlBAFnKKus4JW1GDFPTtkiYY4mLhpWmI7GThNGLIjnJc87Hp5YylGmkL3UUGwu/Wkaecz6ycJA2h+hI7Ma00xS7V+FUQvQkDzGcaUYSKiFHHWFHLTY2/anjDGUaUYSTIvcKXEr4io47xxGg3l/BvsGps3kzhSQJUskMB3adpeF4J4os0ds1XqeATIH3PUTTh+mNP0M0cxCfthinUooiB5BQAYGFjmENkzY6iKYPkdBP49FmU+h9H7IYW29WYCQtldyJaacRSGCblPvvG+3jnAznRlWWZXP8TBdPv3qYwyc7+OJHNk07cJqGxc7XTvDYD7aRiKdJxNP85BsvcepgKx/98s3kFJyz9Zp5ALVtm4Yjbbz65L4JvTjPIZzvp3pOMW5NY1P+fBJmGoEgYaYpdU0+3d/W+xAnh99mSO9CFgrzg1uY499InqMSrxIat6l2ujANE7fXidOjkU6mkSRpVHtzMqazZVscGDp9xfs9hyJnDvMCldPScF1UWUxr3yAOVSGe0lFlCecEko1Fbj9+zUF/KkFzbIgluSW/VmHry4VlW+wfPEN7sp/VOfVsLVw8GjQBch1+7ildy/a+Y5yKttOXjlI+Ejht2+a5jj2oQua6/AVUeM4TGBQhc1vxCl7p3s/hSBMdyX4Cqvu3tl3jciHLEjdePw9dNzgnCn/HzYtQ1ex9n5fr5d47lhLwu5AkkRWMFzB3dhGSJLF0SQXdPcO4R2afi+aXEQ57ONM5QFo3kGWJyqJw1nMYm6LcAG09Q2xeUYfLodI7FMPt0li3OJthiSfTLJ5Vwo+e3sXSOaU0dw5w05p6CnKyZRbpKgRO3TYZSI9tabHsbO+hXysnafRzePDHrMz9fSxbxyXnIAmFjsROdCtBqWctp6PPIZBwykEOD/6YpTmfw7YtvGoJhp3g9PBTzA3ej41NY/RlitzLSZr9nBp+gvmhDyGLy3eoEcDiYN27EjgH+2M89fAOfAE31904HyHgpacOXMKgFkLgVCqoCX+Frtgv6Y49Qk/88ZHjVbjQg/Oc3rgQKnmeWyj2fRSv41KbSgUgZfTgVauIZI7jUgrRzQimnZ6yb9EwLaKxFMdOd/HYiwc4fLID07IIBz04pqkTaNs2x/c3851/fJqBnvMzwOhQglef2s+JQ6184HNbWL5xNr6A+7K0WMfbV3tjHz/61xdoOT2172TdglIqZ2VZl4qQsW2bAlcQCUFET0x6fdoTx7AwWB6+g4XBGwmoBSji6qjd3PrRjfz4H57E5XVy0wfX8crPd/DLb75AaW0hhRV5E36uLxOhcYZNygJBjbeECvd0XWBsvE4HiYzOnNJ8znb3Y9n2uKqQLlnlhpLZ/PzsAX7SsIeVeWUUewKjMwVghHhhoUrvnlLTdJEw0pyNdZGxDNblzsUpX/rimRsoRxISA5nomBlFR7Kf5ngPIc1Hjbd4jMyaEIKA5mFuoIJXug+wb/A0c/y/Hg7CrwNCCPy+sSz/c7NNyNb5C/LPZ1nycnzk5ZxnQDod6hgGbSqjs+NYM26nRn7Yh6bIpDIGXrcTj0ujvjKf/kicdw41cdv6uXjdDnYebiKRyrBpWS0HTrZzvLGL65bX4HZqOFSF57cfZ82iSuZVFyEJiaDmYVC/cmPTjKnTlRoY845RJS+lnnUIJEw7Q1PsZVLmEDmO2eAQgE3GijKUaaTQtZTOxB42Fv4NquSmJb6NtDVMkXspIGFh0JM8QlTvGJErdVDqWUtM7+LY0M8xrCTyOPfvVBAI5vgrEIhrriT0rX96llQiQ06+j7amPuKxFG1NfcSGk3ziSzfgvUC4QggZl1pLZegPKfF/guH0XuKZY6T0dkw7ho2NLNw4lELc6mz8zmU45AIkMX7Gc8RWrJruxBu4lEIMK4YNKNL4I1rbtjEti6a2AQ6dbOe1HafYf6wNj0tjVlUea5dWs2nlLIryp25Ot22bs8c7+eZfPT4maJ6DZdm0ne3lG3/xKEvXz2Lr3UuZu7SSYO7lE0d03eD0kXZ++C/Pc2jn1GIBbq+TtVvnEczxEjdSPNj0OgHNw9JQNQXOICej7RS5whMmWpeG76DIWUtAu/q9rEUVeXzlh58bHUTMWVHDQFeEUIF/0rrwkUjjjBvZHZLKqpy503ZreOXQGWKpNAOxBA9sWMKeM20UhXyo49Q4JSF4oHYpe/vaODTQyR/tfIb7axZT6gnilBXiRoauZJTuRJSPzl6BNlIHPSdeMJnsYVYrWYzUns5dg3O/Z/u3ZpIFAEiYaXrTEQQQ1CbOtkjnmJoX1MDakv1kLJ18Z5Bch/+SMoAmqZS6snWrxnjXjI7zWsG0LA61dNHaP8TckgJqC6ff7tExOMzh1i58TgcLygvxOaeh6JXOcLZngK5IlFTGQJYkPA6V/ICX8pwgbm38fuGcoIdVy6to7huiY3iYeaUFfPSOlWPWuXnteceNVfMrWDmvnIFYgn3NHcRlg4LKEJ3JONGGFtatrKYsHEQZIeapkkyhM3dG35NuG7Qmekia6dF0fvZehdb4NhJGHz61FJeSgxAS/akTDGWaiOjNFDgXY2GQNiOYto5kZ7BtE0lkXbA6EruI6V1ZIRq1FFnSUCUP7fEdxIxO8pzz0K7QsEIIQdjhJ9cRoPcaOuwAPPDp60inzpd0BvtjHN7XzMYb5o2RRLzw2AQaDqWAPOVW8jy3XvG+R/o4C6n0v59s8+e5qeqlM0bDtGho6uHl7SfYd6SVxrYBZFmwde1s1i2tYf7sIgpz/dMOah3N/fz46y/QcnbynsJM2mDHK8c4ureJuUsqWLCqmuUbZlNekz/lDNS2bbraBnjtqf28/sxBWqfY1znULypj1ZbswyMJiTmBMhYGK3il6xAn5XbK3LmTVifr/eumtZ8rwUs/287m+1bhGSnsq5pCQfnUL6mTw80zHgM6ZY3Fwbpprx/yOFlZV8qxth4e3XGYjGGOK1oN2Rt7ViCPP1m0ma8f2cbu3haODHaS7/TikFUSRpr+VAILm1X55SzMKca2bVL6YdL6CUDC57oJ286QMc7iVOchSS5S+klSmUMI4cDn3EoisxvD7EZVKvA4VhFLvYxpDaEpVbgdy7Fti7TRgEDFoVZP+1wN2yRpprGBY8MtrMm91O6oKd6NYVsEVM+YGelAOophWzgkFY98adCQhURgpK7Zm5q54tO1gGlZPLr7CE/tO8Yf3Lxh2oEzY5h8//XdPLH3GH6Xk6/cs4VNc6rHZBouhG3bNHT38/D2A+xtbKcrEiV5QeAsCPj41KYV3LSwDnmcbcTTGf7q0Zc53d1PWTjI9z/9HvL8E9eMTcvi7VPN/GLHIU529jEQT5AxTDRFxud0UBoO8Nf3bh09X0XIFLmurEZ4IdqTvfSkB6lUxppWWLbOsN6MTy0ZTafaQNocIm1G8KnFyEJFt+KcGPolup0g1zkPlxweuX4mcaMTRThxyH4koSBQiOmdDGZOMztwz4wGkU5JI88RvOaBM7cggNd/fkaYTuvU1BddQoK6FrgoOopLnK4tyyKdMTl5tptHXzzAwRPtxGLZZuKbN87hrq0LKSsM4XZpkxrkjrtzRQIhsqow03ilR4cS7HztOAfeOc1jP9hGcXkO85dXUVVfSGl1Pr6gC4dDxdBNersiNDd0c3DHaQ7vOktkID5lTfMcPH4nH/7SjfgC2YKwQ1K5Ln8eTlnj1pJl6JZBUL3ydomZ4vTBFjbcsQx82fadTFqn/UwPr/5yBzfcv5bKOZe2Cpi2xalo64z3XeUtJqBOn5iysq4cWRKsqCmluiCM16nhnETgXZNlNhbVMC9cyPOtJ3ij8yyN0QH603GCmpMVeWWsyC+nwHV+RudQalDkAoYTT2OYvahKMRmjEVnKQaWQjH4Gh1pPPPUGlp3ApS3GtKJE4o+gSIUYZi8ubTEp/TC60UZKP4JuduBUF6LKH0WSpsc8tDlfYX6+cy81niJW59Zn0/zYRI0kDzW9BrbNLH8JeY7zHIKklca2LRRJHrd/TxpR4QGIGzPzeTzQ93XyXcsp9qwf8/eGyCMIZGr8d12W9OBMEUtlON7RS0o3SOkxmnoHMWdbSOO0LNm2TftAhL969CWOt/cQdLu4Y+lcKnODZEyLjoFhDrR00BuNTygA3hdN0NDVh25anOnpp3s4OmHgtCyLV4+d4WvPbqMrEqUmP4dbFs+mIOBlOJGiuW+Igy2dDKfOfyeKpFDimrhkMl00x7s4G+ug3F2AJCRssm1VFd7NBB01HOj/LrX+OwBB2FFHUKvkeOQR+lLHqPBtJtc5jyL3CnxqMU45gBAylm1Q7F5F0FHL4YEfkTT6EUImYw1THXgPQb2axujL5Djrr/i4NUkhpF17p6jv/svz/P5f3TX6HtY0hZw8P8lEGodzonh07qYYP5tqo2Pb5+ucgvHt7SYsRJqmRUdPhKMNnbz41nF2H2rG6VApLQpx55YF3LJxLsUF50XgrwT5JSH+8J/eyw+++iu2PX+IRGx6xfR0Sied0hnoGebInsYxy7JF3is6HAA8Picf/YObqZt/PviYtkVLvJcKTz5u2UFGyDTFu5njn54Ly7WArhu0nOqk6Vg7x/ecYag3yqqbFpJfOv4oP9uwPnPRg6Why3PpSOk6pzr66BmOoUgShSEfYa97UiVpRZLId3r5SN1yPlK3fNLtZ6+/SjpzEtMaRJa8CByochkZ4yyKFMIwuxDCSTaV6yBjnMU0B5GkALadxDC7MK0hhHDiUKoBA7djDZLkHfnc9CAjjcow1niL+NbpZ3ixax+zfCWkrAx7Bho4E+ukxlfMLUXLxwh4m5Y1aqE70T11joxl2JOLdkyFlDk4apxwITJmFEnIY6x83w14nSpVeSGOd/TgcWiUhgMTZiVs4Nuv7uJwSxcrakr52/fcQGl4LInRtGwMy0SeYCAf9rooywnS2j9Evt9Lvm/8tLpt23RFYvzwzb20DUZ4YM1ivnTzOtwXDfx00xzzzpEQlLkLyNH8M9KsTVs6r/bsZ0V4zki/tE1z7FU0yU/c6MYlhxFIDGXOEsk0oUpekkY/uY45SChUerfQmdiJ6VqMTy3Br5bSkdiNZesYdhohJBTJNVKPtOhJHSKud+NWZiZwo0nquxI4I4OJ0TiYjKdpa+6n4XgHxw+28Okv3zwquXcOhhUjqTdimANIkhOHUoZDLkQICds2iGWO0RN7kljmOEJI+B1LyfPcjlutuWQgOWHg/MVz+3h9ZwOnmnqQJMH65bWsXlzJsvllFOcHL3t2OR6EEPiCbj79p7dRVpPPsz/bQWdz/9QfnAQzCZpOt8at969m022LxjhR6JbBgaFGXLJGW7KfKk8B3akI9f6yab1gbNvm+PCbGPbMZLhcspc632oyaYNH//1FVE0hkONj7W1LmLW4ctSdYTx0pweuikXUgsD0bYcADjZ1YloWc0sLMCyLlw82UFuYg3eKGtZ0ByS2bWPbJppSRSpzBJssmcKlLaI/9j3cjuVIUgjT6sfvvhOBQjK9F02tJei5H9tOY5Otf3odG5GkILrRQUo/gtux5rIGRqok4x5Jsy4OVrMqZzYvdu7jZy1voFsGYc3HdfkLuLNkNfMv6uFUJQVBtvY5UR36XMB0SpdP2hgLm4TRxfHBH2NjUerZjE/NKvBkrCgNQz/HsJMUulcTdsyZce13KmiKwqc3r2RBWSFBt5OVNaUTpmkHY0leP36WoMfFB9cuoSR8qUayIovReuN48Dkd/NU913Oys5eq/HB2IDcBGnsGONLWTXlOkE9uWoHHcem115Sxr1EhBAXOECWuvBmLvR8YPMWhoTOszc0qTfnVcvrTJ5GQqQ++F1moOOUgEQRxvYtSz1rynAsQQqLIvQJFcjKcaUERTvxqGT61mJ7kYWxMany34lZyAUGV9wb60yfwqAUUz9AwQxbyJbZx1wI2MBxJcmRfE6eOtmNbNnlFQe68fzUe39j9G2aEjuiDdMd+ScroQJG8eLWFlAU+Q8C5isHk2zQO/i8S+ikE2QxRJLWLSGoXNeG/xKPNGXOfTRg4n3rlMP2RONetrOPWTfOoLc8l6HdN6ohyJRBC4PG7uONDa5izpIIf/evzHNndOCqB9W5BUWRuf2AN7/30dfguGqmcG+k/37Uf27Y5OtTC3ED5ZY3K3+z9CUkzOqPInuusoM63mvW3L8HlcVJaV0Awz4+ijm24Hu9l35ManLKheir4FQ/5zuBlfSbP72Hb8UZ6InF0w8SwrAlnE1cK3exgOPEMQjgRqESTL5PMHEQ32zCtCG7HUmKpN0hlDuNz3YwQThLpHQgk3I51eJwbSGUOI0luXHIIt3MtRqIHWZxP303nu3bJDnJH0q996Qifqb2V1Tn1RPVsXdYhqYQ0LwH1Utkvt5wVstdtk9Q4PaymbZEYSdH61WnYbU2xvCOxjbrA+xnOnOXwwLdYU/APAHTG36Y++BGEJTg2+H1W5v8lDjk49cnPEJV5ISrzptZJPdPTTyKjU1eYS1VeaMIAOxmEECyvLmV59eRSkDZworMXw7RYUlFCwDU1Yekc8hxByj0FHI6cnRG7NG3pPNj8IvMClQRUL7nOOeQ6x9bO3UoeVb6tl3xWkRwUuZdT5D6ftQloFQS0ikvWzXHOJsc5+4qP80JMRy7waiA2nOQbf/sks+YVs3LDLIrLcwiEPJfYXdq2xWDqbdoi38PGIOBcgWUlGU7v5sxAJxXBP6Qj+mPSRgflgS8SdK3HtjO0D/+AweSb9MSfokKtQhbnSzYTnt0d1y9g3dIqSgpDoymPa5mW1Bwqc5aU8zff+TgvPLKL53+xi/amPvTMzNJSUyGrcxjgvk9u5NYPrB7XWUSTFN5Xvh7bztaponqSUvfUsk0XYlnodk5Hd9OWPIZDduOS/Sgj9WTTNslYCeLGEIpQyXWUY2FdwP7Mwq9k6yZLrptDJq0TuIByr6d12k53k1caxhu49MXal47MOHCWuHPRpPFz/hOhvjSfivwQXYNR3A4tW+McR+B9JtCUKnL9nycbLmS8zs14nefEC2RAEPJ8kHMs2qDnfs6zcCXc2grc2jLOqWVJwovX/X4iehLZMlBGJO6mOmuXrFHqykEVMseGs2YARa7wtIgiBa4gqiSTNNIM65caqxu2Sd9IX1+559JUWsbUiRgJwpoPWUhTBpRC1xpKPZsx3Wt5vf3zDKaPA1l/2zJfVje3L3WQ3uR+Sr2bpzz+6WKywd3FribjuZwMJVLYto3HoeEeZ/Z3VWHbDMSzKe1cn/uyJg2KkFmVM5dtvQdnXCI5G+/gu2ee5rO1d+FTfvP7dyUhXRXnqKnwqd+/kdLKXDw+J5IkiEVTJOJpfBf5p9oYdEd/gRAydTn/SI57C7Zt0Rt/msbB/0VD/58AgpqcvyLfcweMNMs51XKOdH+SweQblAY+hcw0AucDd0xeW7oWEELgdGnc8aG1LF5Tx7bnD7HrteOcPdGJaVx97UOXR2PFdXO45f0rmb+8aqwP4kXHhW3TkuijMdZFV2qQD1Zuuqx9zfavoyVxmCrvEpaEbqHIOQun7EUgkbGSDGY6OR3bxaGhF5gfvJ6Fwa3IYnwSzTu/OoDH72bVTQuBrDfn60/s4envv8Zn/va9zF89lvVq2TaDmSi6NbNBSJEzB3UctvVkONPVT1tfhLRpcN3cavafbWdpTQlO9erIKZ5zNBgrESnDJZ2iygWfGbs8m4o8/3kbOBpp5afNr7Mxbz43Fy2f1N3jwmOZ5S8l1xGgPdHP4aFGloWnx0Auc+XhlB0M6XG6U4PMCZSNaUlJmzpnY9n2hrmB8jGfNW2LnQMneaLtHe4sWc36vHnIQpo00LuV/GyNS7hQZR8pYwAAl5KHQEYSMpoUIGUOTOv4p4OkGaMjeQbbhnxnGV4lSHeqiaCWj1Py0JdpZyjTi4REmaeeSKaXQb0HTXJS4c6myjRZAgSGZY2Kq187CBwjJZu0YVyWhJ4QgkVXSfTcsi3e6jtM2OHnfWVb8Cqu3+jgKRBjDEKuFeYuzj4HhmFy7GAbu7edIpTn4677x6aabdsiljmG1zEfv2Nh1pRaQL73HiKpHfTEn6TA+x5y3FvGdJMokh+/YyG98V+Nik+MLrvmZ3cFkCSJiroCSiq3sP6mBRzedZZ3Xj7K4T2NGFdhBupwqsxfUcWN71nO/BXVhKboCzWsrNxefzpKpTef48NtJIw0bmX6qZujkdfoS7dwU9EXqHAvHLM/h+ym0FVDrqOMwUw7BwZ/RYmrnnzn+FqwR3ed4f2/dzO2bZNJ6Tz53VeIDSWpX1p1SZoCIGPpxIzEjBuSC5050+7fPIfjbT2EvS5a+mPEUxmaegdZUFF41QLntYCNTVdqiMORJk5G20YUYMS0VIxm+0qp95exrfcIz3TsotJTQFibWrg/pHmZ7Svhrd6jHB9uZXXuHJySOjrz6kwNcDzaSo7mY7ZvbIrRtK2RQN1Ea6J3JKU7uVFC2hrOOnlgoFtxNDnbd50xo5xrS9OtGJp09czCZRS8Soi+dDudyUZqfYuJGRFiRoRa72IckgufEuJkdA9hRxEO2YXPDnEk8jbFzmo02UlJOCtrNxBNMBBLUBKafvvb5UIIKMsJAtlap2FZTP+Jz6bubypaxeHImRm3gSXMFE+1v41uGXys6lYc0rUx+r5QcOHi7MDFAwfTtrIDSrKDTdO2UN5FpS/btolHU7z8zAFi0RSVdQWcPTVe76yNaSeQhQdxgRqSQMbnWEhP/Ekk4QKUMeef1Q93YttZRakLcUWB07ZtLCsrtgwgSwJZvvpKLooqU1FXQFl1PlvvWUZP+yDbXz7GoZ1naG/qJZXUMXQTQzcwzaz1jz1i+iiNSNDJioSqKqgOhZwCPyuvq2f19XMprcrD4crefFMdt4VNbzpCJJMgMhinNdHLyeF2loSn3+N3fHgbPiWXsDaxNZQsVKo8yzg1/A596ZYJA2duUZDXHttNWV0BO184REF5Lg/8j9t45gdvjMtWTZuZqyK6nE0DXl7gLMsNUp4bwKkp/N8Xd5Dn96Iqv5HjtVFICDblLyBtZvhJ0yv8sPFl8p3Bac04XLLGhyu3cDTSxBs9h9Etg49W3UC+4wKmqA0eZawiiRCC95ZtYGf/SZ7v3MNsXynLc+qQkIjocf694WlSZoY7i1dlBRIuJBYJmTtLVmPaFj9reZ1vn/kVAdU9aTm9M/4WIcdshtKnUCUXYcdcepL76E3upTu5m7Q5SNocIs+1+Eov4yWQJRXLNjBsHVkoSEjkaEW0JE6gW2ncso++dDu6lUaTHNhkNZ91Kz3KaqzKC1ORF+JUZx/bG1qoK8zFqV7q2Xrums4U80oKyPW52XW2jaNt3SyrKrmkRm/Z9oRs6PW5C3g5WMf+oYYZH0vCTPFk+1u0J/v4WNWtlLvzR8sIVwO2bfOv+9/my0uzbUrPNZ2i2OtnSV4R0UyauJ5hR1crdcEcTNvmjbasoMoHZi/iQG8np4f6SRg6X1y8Zoo9XR2cOdHJIz98izmLytl8y0KGBxMcP9jK0EAMf/B8av28O0oXhjmEKmU7D3Szh+7Y4wg0+hMvku+5C59j8ei1sOw0GaMDRQoimCardiIMx5KcPNtDc/sAfUNxTNMi6HdRXhxmVmU++TlXt79RCIGsCFyKg4pZhVTMKuT+z21msC9G65luejoi9HUNEY0kSCd1MiON0JpTxetzEsz1UVAaoqw6j/zi0ITp2MmgSQp3l64GGBn9D1J8mQ3OCSOCQ3NP+fK1sdDtNIY9caC7/eObeOGnb3Ns1xnW37GUxRvmoDoU8svCo6IIFyJt6TPSzYRsMPGpbiZPAF6KJVXFAIS9bhZWFGcHWVeZHHS1IYTAKWvcWbqafGeQ75z5FWdjndOaNQghqPEW8T/q7+M7Z37F233H2D3QwCxfMWHNhw34VRdfrLtrjI4twJxAGfeVreeJtnf4x+M/Z2GwCpescSraQV86wvJQHbcUr7hEyi9r9+XggYpN5Dn8/KjpFRrj3ROaEOQ6F+FVS+iIb8PGZFHOl5CEStBRQ9BRS1/yIBkrytzwx3HKk9/npmVhmNlWGt0wsUbSp6ZlkdLP901LQpC2o+wdfIWFwQ0UOauyUnpqDrJQGNJ7CWn5eJUQqpSd17UlTtGXbmdN7h0oIyk0WRJ88rrl/O3jr/DDN/cigDV15QTdLizbZiiRomc4yqLyYvL90/deHA9CCIpDfu5YOoefvn2Av37sZT67ZSWzCvPwOh2kDYOBWHbmu3V+HYp86b5csoP7y6+nOdHFQObKJfjOwbBNdvQfpTXRwy1Fq1mfu4AiV85V03RO6Od5EKuLynjk1GHmh/N5vvkUjZFB+lMJJCG4uWIWlf4QPz1xgIShs7m0mnk5BTx08gApY2YmEtPFc7/cjcOh0tMxyNM/20lsOEXz2R5+9r03+dDntuA9x6wVCiHnBrpjj9ARfYhc9w2YdmqEYdtGke9++hMv0TT0NWrCf4lbrcHGZCi5naHULoLO1WOIQXAZgdO2bRrb+vnZM3vZeaCJ3sHYmOV+r5P66gI+dPdKls8vn2ArVwdCCMJ5PsJ5175XaLx9TxQ0s3KENop83tD23EjUr+YxmOmkN92EX80dl+Jv2jqnou/gkNw4pIlFBiRZ4t7Pbb2ErLDi+vko4wioZyx9Rm4jAA5ZwylfudauEAJNefea6q8GBIJVOfX4FBc/bHyZvYPTmzUIIVgeriOkedned4y9g6dpjvdwLNIyumw8qELh/eUbyXUEeK37IMeHWzEskzxHgHtK1nJ7ySrK3RP32Akh2FKwmJDm4z8bX+T48PiCF7WB9wBQ6F495u8lnutG/t04rfMEONHRy6O7jxBNpbEsmyNt3ViWzfOHTnKyq3d0vfqiPO5ZMQcJmYF0F34ljG7rNMWOMpDpxKX4kIRES+I4kpCQhIJb9pE2k/SkWgiq5wQFBNfNqeZTg8P8+K19/PvLO3h6/3FCHhe2DYPxJL3ROH946wbuWzl/XOWgy4HHoXH/6kXEkhme2HuUv3/yNUrDAXxOB2nDpDcaJ5ZKU5UfZnbRpaIHQghm+yvYkr+MJ9vfmrEz0Tm0J3v5YeNz7Oo/xrLwbNbnLqTUnTfjAHrh5fKpDoo8Ps5EBlhbVE7SMJgdymV2KJf2WIRXWs+Q5/YQdrjIWCYnB3tRhITrXcoofeDTmzCM86W7wf4YR/e3sH7rXFzusSnZfO/dRFLv0Bn9KQOJl7HsDIYVodj/EcoCv4MsuWkf/hGn+v4UrzYHy9aJpHYgCZVcz83j24pNBdu26e6P8q2H3mT34RZ8bgdbVs+iuCCALEv0DcQ42tDJ/uNt9AzE+B+fvJ4lc0t/owvY08UTe46yaU41QY+Lw61dDCdSrJlVgWXZ6KZJc98QbQMRlleV8ODb+5ElicUVxRQHfbx4JPuivWnBLOb4N/Jq9/d4tfv7JMwINd6VKELN9u5hMpDpYO/A05yN7aHQWUuu41LK+Dn87OvP8d4v3ow/lP0y7RGHeiGJcZl/um2SmeED65Id44qWn4Nt26QTGfa+dIjXfr6d1lOdyLJEQWUeq29bwnX3rSY6GOc//vAnRAdj/OOzfzZm9t/d3Mv/+eIPGOoZ5v1/dCcb7l15Ve6f7uZevvbpb9PbNsBf/OxL1Cyc+LqOB0kI5gbK+Yt59xMzUqPqPVNBkWRm+Uqo9BRwV+ka0qaOaWfNx52yNi7rUAhBUPNyZ8kqNhcsJGVmsEeMrH2KC9c0auqKJLM0XEuNt4iEeXl1+CtFLJXhbPcAPdEYw8ms5ODZngHaBs5LAxqmxZ1L57Ax714Q4JTc2NjU+1cANg7ZjUCi3rcSWVJwSi6KXNWEtPwxJDkhwKUqfHDdYlbXlvHM/hPsPttGa38EWRLk+jysrCljVuHkkpjThRBQEvLzh7duYMu8ap7ef4KTHb2c7R3Ao2mUhgIsqSyeVFvXLTu4t/Q6GuOd7B08eRWOKgvDNjkUOcOJaDPPdGxnnr+KzQVLmeuvxCU7UCQZaYpa9zlYts2zjSeI6VkSjGlZmLZFkcdH4/AgN5bXUh/K5fnmBuaE87HJ9i1fX1aDR9OIZTLMyylge8fMZT2ni7zCscIX+UVBquoKxwRNGNELcCykNufvaB/+AdHMITQlnzLv58j33IMi+SnxfwrDitEde5R4JsswlyUvxf6PkeO+8RIJ2mkGTnhtxyl2HWrmupV1/N5HNpEbGhuBk2mdJ18+xPd+sZ1fPr+fytIcwuO0Rfy2YTiZxhxJr84qzOW7r+9maVUJJzp6eeXoGTKGgSpLBN0ucnweqnJDDKfSFIVK+ODaxbx+vJGe4Rjzy7fQlWrg5PB2nu34VxThwKuEkIRMyoyRMIcBmxytjJU59xDWLpXNO4foQBx7pL6cTmboaunj9MEWju5s4K5PX09FffGY9Q3LRLdmFjhVSR5Nl40HI2Pw47/7JY//n18BgpziEE63gzMHm9n70iG2P7WXVbcu4fT+c0pPYx+v/PJciqry2fPiId5+YjeLN8/DH56ZIz1kvVe7mnvpauwlk7qyWXfW7cI7qXD7eBBC4JDVS1KyU0GVFMIzUF6RhUTY4SPMtc/IzC3J53/dfzMAKd3g7x5/lWcOHOcLN67lYxuXja537tV98Uv8XFr2/O/nX3qq0FClS7M7QgicqsrckgLmllx9E4Xx9udzOdgwu4oNs7O8g8tRVxJCkOsI8Lt19/I3R/+T5qss0p+xDHrTQ7zeu583evcT0vzM8VewMFhDpaeIgOrBr3rwKe4JSUUC2FhaRWrETL4jPsxLLadJ6Dpzc/IxbZt5OQVkTJOQw4UqS0TSKV5obuDWytm0xiJs72hmXXHlu0oQuhCyLF0SNM9BEioB52oCztVc/O0JIVCkADXhr5Drvolo5iACjYBzJV5t3rjbm1bgtGyb13c0UFYY4kN3riA3NE4Dt1PjvpuXcPBEOyfOdNHWNfhfInBeCIeqMK+0gAPNHcwuyqM6P0R5bpDuSIyF5YW8dKSBwXiSpRXFxFNpnj/cgEtVyPd7ccpeNuV/jAJnDWdie+hLtxA1+rFtC1Vyku+soshZx7zAJsrdC6YcJSYTaU693MSJPY2kEmmCeX6uf98aCi9yfocsnd2coUybjDRpGujknjM8991XkCSJTe9bw5YPrMOf4yURTXHmYDMv/ugNHvr7x4j0RQkXBi/5vBCCmz++mRd//CZH3j5J87E25q+b/V8ia/FfGWNISrI8mo5P6cYViRNc6b7fDYwhc13BZ0tdeXyu5m6+c+Ypzs7Q3m8i2MBAZpi3+w7zdt9h3LKDPEeQAmeYfEeIsMNPWPMR1vwENS8+xY1XceNRnPg1B++ty5q5l/mCfGLe2JZETZZZX1I5+vvvLVk7+vP8nALm52QHMdZM5NuuIc5/f+MMHES2BzzoWkPQNTW5adqp2pbOARbVl5IXnpj8I0sSy+aV8c6+RqLT1J39TYVt25zq6uNUVx+3jVhA2bbNssoSHnx7Hyuqy1haWcJT+45RU5BDMqMTcDmYV5JPNJWdpQ7Gk9y0eiEBd5ZB6VNzWRa+g3r/BpLmMIaVpTlLQsEhuXErQRwT2LldiHRK55t/9BC1CytYsKaOsrpCwoXBCYlPFvaMb2ZJyJMaVx/edoJ0SqekppDbP7uV+pW1o+cxf109ZbOK+PrnvzfprK9ibilLNs9jx7P72f38AepX1KBOYpMGWZH7yQhXlmmNTm4t08I0zKyxgDRxCmsqH9qrwdqcqNn/t3mgIEuCkMeFJAQNXX1kDAPlnFC7nU17/jaf30whhGBxsJbP1NzJ/z3zBE3vgj1cwkzTnOimOZH1H5aEhFNSccoaDklDlRQ0SUGTVDyKE6/iwqM4ccnOkX8dOKUsv8EpO3BKKg5ZwyU7sryH0W2pXBiQrrUX568b06/iTotSeIHr9hUe0G8SynOCLK8uQVVkhpNpXj12hraBCG5NJZ7OUJEbZGVNGW5NxefK2gs19Q2ysb6agNtJSjd4Zv8JblxYR2EgmzaThYJfzcWvXjoznC7u/dxWwvkBfGEPiqogxHmXlPH8OLOq/zNrFpeFhMTEgTOdzIBt4/I6cfvGNmhLsmDeutmsvm0pT3/75Qm3oagyt392K3tfOcxLP9nGnZ+7kdySyVmdP/zrX3DojeMT3p6ZVIb+zkEAvvG738fldVJSW8Bn/umDBPMDZCydvvQQkpBwSQ58qpu+9BCykPGrHnTLoD8TQZMU/IoHVVLoz2Rrd7mO0KSDiYwZRwiBKrkxrQy6nUKTvAggZUbQrQSK5MKthEmZQxh2GpccRJGcpMxhZKGiTtOZ5TcBQghW1pTy9P7jbD/VzN889gqLK4owTIuBeIIt82qpL8r7fzp4ypLMktAs/rj+Af694XFORltmLNp/ObBsi4SZnrA9TYzz/wu/rguZ2ud+FiL7s1PSRoNqzLjUROC/EqYVOIUQlJeEae0cpKc/Sigw/qzIMEz2HmkhHHDj9Vx7UsK1RFYoXOXuZedz3PcsvzTfvbr2PIP4zmVzxyz78i3rL179qqBuUQWZlE7j0Taq55UiyRI7XziIw+Vg2Zbxc/IzHQBmZwsTL69aUI6syHQ29nD0nVOU1BaOMnyFELi8TvLLcycdUQkhqFpQzoL19ex96TCvP/IO9/3+bZMeV9upTo7tmB7btelIlmWajqfRM9laTsJI8Xjba+RoAeYHa6lXKmlL9NCTHqDWW4YmKfy05Xnm+KpYkTOPtJnhwNBJEmaaGwtWk+sIThgIulPHkIVKsXsxaStKS2wnFd41aJKHiN5O3OhhKNPKkvAHiRt9DKQbUSQnVb4NDKQbSRh91Pqvn9a5/aZgeXUpn7huOU/sOcorR8/w1L7jKLJE0O2kOj+H2YW5/08HTsgSzmq9pfzZ3A/z0+YXebP34G9MoLHH+/9U746R5WlLB2PmDky/DZhW4JSEYOu6ev7tx2/w0FN7+MKHN5KfM5Z4kEjpPPXKYXYdamb5/HKKC4Jjltu2iZ7ZQTr1JqbZDhjIcikO5w2o2nLG8//T9ZMkYj/A4/0kijrrou1Z6Jm9JJNPYFuDKOoCXO77kKRLH0zLipFMPIQQPlzu940ypGw7TSL+IJn025fsWwgfHu9nULV52LZOMvEY6fQrSMKDqq3E6bwRIYUvUNVIkEq+SCb9DrYdQQgPmmMdDueNCDGzfrLxkE5mOLmnkco5Jbz55C4GuiPkXHTNz5+LGLf95XIwmWsHwLKtC1i4cQ57XjzEw//0BGcONrN401zyy3Pxhb04PQ5Mw5xS7zOYF2DFTYs58tZJXnnoLW766CZ8oYlbc+qWVrPj2f0U1xRwzxduJpg/VulmoGuIn/zdowz1DPOpf/gAJXWFePxu/CP3b1DzcW/pFnYNHKXcXYgQMKBHGMhEaE2obMhbwi1F64jpCXK0ADv6j1DkzKU3M3RZ2r8uOYQsqcSNfpyOIGFHFR4ll/b4fizbImkOodsJBpJnKfesJN9Zz8HBn6Fbyd+qWacqy7xv1UJWVJfSF42T0rN91W5NpSI39P980DwHIQT5jiCfrL6d2b4KftH6Ku3J3qk/+N/4jcA0Z5ywaWUt+4+2sm3PaQ6eaGPB7BJKRtpRegdiHD/dRXvPEHkhL3dtXUhO8GJiUIZE/EfYdhpFmQXI6PphkonH8Pr/CJf7/nEC3gCZ9Bu43Pdeckx6Zh+RwS+iqouQlSpSiUcx9CP4An+FLF/c65ZBzxxCknJgTMpSYNsJMum3cbhuRVVqL1jkQlwgNyZJQTRtJbY1RDL+IOnUC/j8f4Gs1CCEwDBaSSYeRJarUJRqTKuf2PBXyaR34PP/KWKKRvLLheZUQcB3v/IIG+5aRvX8Mnpax7dkkxAzJmqYtjlpndQTcPOH3/ksP/vqU7zz1B5e//l23njkHbL5++xEM53MZGuOk0BRZZZumc9LD75J55kedjyzl60f2jDhC/euz9/InhcP0bDvLOlkhpW3LEG9oJe1/XQXj/zLMwAs2DiHOStrx3zetm3ynWHmB2rY0X+YKk8xspBYEKijPzOEhU29r4ptvfvoTPWNCBK0UOUpJtcRHPeYzqXGDSuFPMKoFUKiyLWYxujrBLQSzkZfJ21GWRB6D0lzkKQxQKl7BWfMVzBtHU3yUOicT1fyMKXuFVMGHNuyMQwTPWNgGtla7rn6r21fVJcVWXMDSZJG1bUURUZRZaSroACmyBJ1hbnUFV55OWI82LaNoZvoaQNdN7CMrF6tbZ0/NyHItmXJ589J0ZRromw2U2T7uz3cWLiCFeHZPNTyEtt6DxLVk//la4S/7Zh2qjYv7OPzH9xA0O9m+76zvLGzYcyL1Ot2MLemkA/euYI1S6rHSes58AX+FknKH539WFacaOSvice+idN1C0IEp3XQtp0hHv0GqraYQPBrINw4XTcxNPgF9MwuJOet05phCaHhcj+AZfZi6EfRvJ9GVedwcT5RCBWn66aRfdu43B8gMvSnxOPfxx/4a8CBLJcSDH8fIfyjZI+M42UikT/DkdmKw3nDVX1wVYfKjR9ch+ZUkSSJZCxFMHd8XVFJSDMWXTbtbF/XRBAi24Lyua99mPt+/zZO7j1Dx+kuhgdipOJp9JRO49FWGvY2TriNcyifU8LizfNpOvo8bz+5h1W3LhmdIV4Ml9fJZ/7XA/zd+7/OY994jtnLq5m7Zta0r7Vpm5yOtTGkR1GFQkD1ciraTEREyXOEMC2Tk9FmkmYaWUhUe0vpT0cocuUiTyJ3ljFj9KSOUeZZhW1bDOsdJIwBhvUOdCuJJnlRhAtJKKMzymG9fcQfEXpTp0hZUdLmMBYGMpfWrvWMQV/nED1tA/R3Reho6qGzqZ/+7giDvcNEBxNkUhkyaQNDNxESyLKMosm4PE48Pie+oJtgvp+8wiD5ZWFyi4LkFAQIj/ynOS7PDedaIJXM0H6mh46mXloaumg+2Ul3Sz9DfVGiQwkyaQPLslBUGc2h4nCp+EMecoqC5BWHKK3Op6Q6n/zSMEXlOTg9jmmfUyalc2J/E/2dQ+MuL60rpHpuybga0dOFIsnkOUP8bu29bMpbwkvduzk4dJru1OAVb/O/cW1xWRIPpYUhPv/BDWxaWUtjWz99g3Esy8Lvc1FaGKS+uoDi/MC4tTAhJGS5cMzfJMmDqs4lnX4dy+pHkoLTOg7TaMEwG/G4Po8YUXSQ5TIUpQo9cwSH8waYphyzLOfg8X2e2PA/E438Hb7AX44Ez/EhhECSi3C57yYW/RcscwBZKUK6SFlCCIGszkaW8jGNs4DJVJfbsDIkzRgu2YsyhVlxOpHm8PZT1C+vJp3IYFkWPa39BHN9iItMxhUho16VwDk1iUGSJAoqcimouHS28fi//YozB5qn3oYscf0D63jhP1/j1N6zNOxvZOn147foCCGoXlDOXb97Ez/5u0f5yf98jK88/CU802yFyvZaanhtN3P91fgUN/X+SkzbptSVjyzJqJLKHH8V+Y6syP3CYB0JMzXFNn3MCd6BIrKyX5ZtYNo6Fd51KMJBrqOWYb0TyzZwyj4KXQuIG31UeLJUeNPWcUhegtpYlxSAge4I+948wcn9zTSf7KSzuY+hviiGPvn3Y5tgmQZ6xiAZSzPQHblkHc2hkFMYJLcoSGFFDrULyliwupay2gKUq2wHNxWS8TQH3jrJzpePcOpAC13NfSTjE7P19bSBnjaIDycZ6B6m6UTn6DKP30VhRQ7Vc0pYuLaOVTcsuMR3dzwM9Uf54T8+zfEJBnz3fGYz5XWFMwqc56BKCotDdcz2l3Ms0sTO/mO803+E7tTAf88/R2DbNg1H2ujrirBy05zRToJj+5ppOtXFrRc5ozSd6mL/9tPc9ZG1Y8pEAz3DbHv+MF1tA9QvKmfl5npcbgfxaJI3nztEc0M3tfNK2HjrwnEJl5f9JHjdDlYsrGDZ/HL0EbkjWZZQppkKyXpMGoCFZQ2TyexDkvKQpKJpH4NptmHbGRSl8vwfhRNJKsY0W7BtHSGmT06S5UJ8/j8nMvRnxIa/OpLuLb+gfmlh6MdJxL+PbpxCkStQtcWAhGEcR1YuPfZsakzHJnPJsvHQk2rijZ4fjoq7b8r/GDmOsgnXN3STjsYevAE3HY09VM8vIz6cHLcxW5HkGRvLpi2dzAxEFEzDJDGcwjTMbOpsCvm9qnllLNkyn7ce382eFw4xb81snBMQzhRN4foH1nN852l2/Wo/j3/zeT7wJ3dNuQ/IutVXeYoZGIrz7AvH2bSqjpq889f98RcPUJQfYN7i7N+6+4Z55uVTvPfmJaNOMam0zi+fP8Chk+0sqi/hzusX4HU7OH4sQ1tXD7dv9hNyVBJyVI5uV5M9+C8QufBrxfi188IVRe4Foz9nU5QG3a0DvProbrY9s5+B7gjJePqqG75n0gadzX10NvdxeOdptj29H2/QTcWsIrbcu4LVNy3A5XaAAN20yJjZGqZDUdBNE900USQZhyKTNgwMy0KTZTRFyZpCCFAmqXPbto1pWpw92s5Pvvospw40E40kRtOxV4r4cJIzh9s4e6Sd7b86yDM/2sY9n9nMyuvn4XSPPwO1bZvYUIKWU53jbPHawSU7WBqaxdxAJfeUbuTAYAMvde/mdKydjKVPmvn5fwEdLf00nuhk2YbZo4Ezp8DPd//xGZaur6Ow9HxZLBD28Pbzh1m8poaq2dn3dCqZ4aXH9pBK6KzaPIfXnzmAYZhcd9si3nzuEKcOt7Hupvm8/NheLNPihvcsv+T+uKJhkhBZNxSnQ8XpUFGV6Sv0G8YpYsP/xNDAFxjs/zC2PUQg+M8IMX0ChG0nwTYR4vyIMWsB48K24nAFrRdCysEf+Aq2HScW/Qa2fZ4dZlndRAa/hGn24HZ/GFVbTDr1KpbZi2m0XHBuLRj6KQyjCcM4QTL+CyxrEEVbyKX+kGPRljhGY2wfQ3oXZ2J76EiemnR9p1sjkOPj2O4zxIYS7HzhIKGC8Wf7mqRMWypuIiSNNCkzPWnPpKEbdJztZnggNuZFZ9s2Xc29HH4rK2VVXF0w5f0iyRJ3ff4mVKfKm4/upKe1b8J9CyEIFQR4/x/dQV5ZDr/6wWvsfuHgaD11OvemaVkMRRIYF/m+RqJJEsnzgx+P24EQ0NDcO3o8L799Et0w+Msv3EIimeHIqWxze2lBkFON3USiycvycrwQesag9XQ3P/nqs/zBHV/jp19/ntbT3cSjqaseNC+BDalEhr6OIfa+fpz//aWf8Def+A79IzPVA60dPLH/GP/+2jv0xRLsONvKE/uP8c1XtzOUSPFmQxOP7z/G997ag2lZHGjt4KWjDRNeC9u2ifTHeOzbr/Ln93+TPa8dY3gwPuOgefE+4tEUJ/c3879/7yd8/X88TOPxjlFx+ovP/8zRNuLRibML1wpCCFyyg0JnmJuLVvHPiz7Pvyz+Ah+ruoXl4XrK3QV4ld8e0ti1Rl5RkHnLK9n+0tEx32Uwx8vaG+fxwi93Y468D4YHE7Q39rHlriUsWl3DmuvncuZYB4lYir3bTrHp9kUsWz+L2x9Yw963To2b5Zh0GpLOGBimhcc1Pad127Y5cLyNnv4Yi+eWUjBOXUoIJ5JcjIwFmMhKBZI89Yt0LGQQApvzqalsMd0EMbYRd7rIpmBLcXs/TXToL8mk3x6ta2bSu7BJ4fV9Cc2xAtu2UJQqIkN/OuLVlkVs+B8wjXaE5MG2hrABj/eLqOrCKc/Pr+bgVgJEjX48SgivMjmZSMgSizbMJlwQzBJDdGNCsQBNUnHKM2sP0m2DhJmaUGrMtm26m/r41899l9ySMLVLKimqysfhdhDtj7H96T0c2nYCIQk23rdqnC1cdH5CUDm/bKQ15RDbn97L+2cXT7r+rGXVvOdLt/KtL/+IJ7/1IlULyke+16snAeZ2aVSX5XK6qZfFc0pRFZnTzT1cv64ej0ujMM/PQCSBZdkU5vkJBz0cbehk06rpGVqfg23bxIeTvPrYHl78+Q7OHmm74uB7tWDbNtGBOKlkBiEES8qLyfN5eO7wKQSwqqqM4qCPpw4cx6kprK2poHVgiBePNWBaNgtLi/iPN3ZynW7g1tRLtj3YM8xPvvocbzy1d9KU7NWCoZu8+dQ+Opp6eeD3b2b55rljiGW2bXN099lrfhyT4dx7QxEytb5Sarwl3FOykdZkL03xTlri3bQne+lM9tOe7Ju0hPBfGULA2q3zeObhHQz2xcgZYdcLIVh/80K+/ueP0NnST2lVHoZu0NrYS2/XEHnFQTpa+nG5swYW/d0RQrlZ/9ycAj/plEFsOInb6xyzvwkDp2lavLz9JHuPtPCZ96+jIHdiM97s82zz+s4G/v2hN4nF0/zlF24ZN3AqSiWy55NAGj1zhGjkr0iKB/H6/2BkWzbnGoMmskWSpCACBcvqu+CvBpY1hCTnjnqnZbdlkX3VTx1MhZDQtDXIcjGp5LOjgdM0O5BEaLRGK4SEJJciieAY5q1pdiGr1bg9HwFsJCmELJcghHO83Y1BuWchd5f+GUOZLoJaEQUTeHGeQyqeZu+rR9l6/1os26anfYBMUqdqXukl6zokFdckAu3TxbCewLItpAnqpb1t/bSd6uTwWyd4+4nduP0uZEUmk9KJDsZQFJmbPnoda+5YPu7nL4bH72LDPSs5vO04L/zwde787Fbc/onrUkIINt+/loNvHGf7k7t5/gevcf0H16NcRVcWSQjm1hax62Az8UQGv9dBWjc5dKKdmvJcevtj1FbkZpmdQnDdilp++vQerltZN2kf7IU4F0S++3dPsPuVo8SHfzN6/C7EOfefnuE4QoBTVTBMk46hKC5VxSErDGWStAxECDidqCOlnJVVpexsbGXTrKox75N0Uue7f/c4bz17ECPz7thSncPpw618+68eJT6c5Lq7lqGo2QyaZdkc2/XrDZwX41xNvtZbQo2nGNM2iRkpYkaSqBGnPdFLW7KP9mQvbYkeOlMDJI00Y7V8/utxdoUQlFbn4XRpNJ7oJJx3Pl6F833UzivlwPbTlIxIkgoheOPZQzz+n28RzvNxx4fXomkKum4ij6hdnWNpm+N0AkwYOHsHYnz74W24XRrRRJqCCQSjbdsmo5u8+NYJvvOztxiKJjFNa7T+eeF6kMG2DYRwI4QTVZ2PkHLIZHZesKZJMvELLGtopG3lUshKLULyo6f34nBsBSQsaxDDaMDt+TCM1DdN4zTx2Ldwuu9noi5e205h26kRNqyU7fEUGpZ1vrVDloux7SiW1YdklwI2pnEG246haotG15OkXEBC05ZduqMpoEkuSlxzKHHVwzQcDSzTor9ziLOHWznw5nGEJFh/5/gBySlreJWZ6wb3pAcxbBNlgrTzwo1z+Pedf8+B149y6I3jtJ3qJJ3M4PI6qJhbxqrbljB/3Wyc7unNfiVZYv76emoWV3J6fyOv/+Idbvnklkmvjdvn4gN/ehetpzr45Teeo3xOyZSyfaMYb7Pj7Ksoz09hnp99x1q5fs0s/B4nXb3D/ON/vEBNRR4L60tHNzWrugCHpnK0oZMFk8yYz8E0TE4fbuXf//wRTh9pvappyquNeFqnwO/FtsEY8eWsCAfZcbYFw7LIGCazC3I53N6FYVkMJlKE3S7eONXIupqKUV3bdDLDg197jm3PHMCcguB0TWBDd+sA3/r/HkHPmGx970pUTaGrtZ+ulvFbvH5TIMxTBNRKAqoP8FHj6EIuuDE7sMHGsCwieoze9BAD6WEG9GH60xH6M1HiRjKrImSkMGwTy7ay/2GPft6yR1qaRmQ7s8vGrpP918K6YL1rEZr1jEFkID5hJc4XcDN/eSUHd55h/ooqnCOZUlmWWLN1Ls8/souBnmE0h0pBSYgb711G7fxSJEmgqDJ6xsDjd5GIp7JuT2k9OygcJ+M6YeB8efsJovE09928hIri8IQvK8O0eOa1I/z48Z34PA7Ki0PsP9Y2zpoW6dRLZDL70LQ1SHIIQz+OaZzG6brrgvUEkhQkmXgUXdoxJh17DrIcxum6nWTiURR1TnaGmHoBIVRUbdmomIIQLoTwEo38JdgmmmPtmO3Yto2eOUgy8XM0xzpkuQJDP4ppnMHt+fjoeppjJfGYRiL+IE5XDNtOkoj/FFVbNoagJElhDOMMeubg+bORgiOzzqnJOdlrPL1piaLKaE6V1oZOrrt3JTlFEyvYnHP3UIQ8I3mvzmQ/umWMay8mhEDIgpyiENd/YD3Xf2DmqklCCIprClh03VxO72/kzcd2se7ulQRyJ3b9EEJQXl/CXZ+/ke//2cM8+vXnptxPZ0+E0y1jm8/jiTRN7QMkx9HWFUKwaVUdP358J9etrGX+rCJOnO3msx9Yj/eiQYEkBDesr+fN3Q3MrZ2cfWmZFgffbuCH//QUDYdbZ6z2dK2RzGQ41NbF8soSPJpKc/8Qxzp7uHn+LISAnmics70D3LV4LomMzpH2LoYSKeoKcjEtC5CxTItdrxzl1cd2X1HQVB0KuYVB/CEPmlNFdSgjpQuTRCxFdCjBUG+UTHpqsYpkPM33/+cTaA6FjXcu5fiexin7jn+9sMkkn8fheT+m3oCszsc2TiFpKxAjZEBNArfioMiVM/FWbBvdNkibOmlLR7cMDDvrqJSxDAzbQB9xWLpwmW4bI38z0W0D44KfG+OdHBhsuKpygvFoip/++ytIssDrO1/ftSx7tIwxa2EZ77x8jIGeYYrKc0Z5AAWlYVRNobmhmzlLKyitymPPm6fILw4RyPFgmRaSJFFZV8Cx/c0UlIbZ88ZJiivzxmVfT/g233uklbywl4X1JWjjiIfbto1l2Tzx0kH+89Ed5Ia8fP6DG9hzuGWCwCmQpEJsa4BY9F+ADAIHDteNuL0fOb+WkHE4b0RWyolHv8lEbw+3+0NY1hDx6H8AJpKci8f3ZZQLRAxkpRSv/49IJR8lFv3WuNuR5RIkuZhE/MfYVgyEwOG6BZf7vtF1JCkfn/9PScR+kA3CQkVVF+Pxfho4n4aV5ByM5ONEBr/EuQCoOa/D6/v9afeoTheKprBsyzzKZxUjJDEqQj9R8AxrPjQpm067UnSk+t5VXU3IDhA23LOSF3/0Bk1HWjn6zinW3L500lnnuc8c2XaC13/xDopj8kGLpso0tQ/Q1Rsd/ZskS0SiSRqaephVlRXUiESTfPcX29F1E9u2OXa6i9aOQZbNL6e7P8q//fh1coIe7r5hEbFEmp8/uw/Ism4HIwn6h+KXKG6dg23bNJ3s5Dt//RjNV4HF6fI4yCkMEM4P4PJoqA4VSRIYukkmpRMbThIdjDPQGyUZu/y6mBCCklCAktB5T8S6glzqCs63IS0sLWRh6fkWtC31NZdsZ6BnmJd+voPB3uHL2ndRZS7rbllE/bIqwvl+3D4nqqagqHKWmWtYpJMZEtEUkYE4Lac62L/tJKcOtExaP40PJ3nwa8/h9bs4uvPMtSdgzQgCSQqRif8cGwNTP4KQQojL5HwKIdCEiiapV82I7pXuvRwfbsa4ilKC/pCbrfcs5eFvvYp3rgtB9rl587mDvPFsdrJiWRanj7RzfH8LQ/0xHvnuGzCyXtvZXoI5XhauqmHLXUv41c938e1/eIpA2MsdH1pLRV0Bm+9cwhM/fIsD2xvw+t287zObxi31TPhG6e4fxuPSCAculTuzbZtESueXv9rPw8/soTDXx5c+tpkFs4rZe2R813khJFRtKYo6B+wUNhYCGSG5ubjnUggFRZmHP/i/wU6NqSOOriOF8Pn/GNv7u9ltCceItJ180bZ8aI4HUFJbSaVlMr0p4MIXhR/b/hi2/T5sdIQtk065yaQ14PzDbLMU254NdhpsQSbjRh90ojmS+Ed6Bj3eL4yZqWb370CIq++LmE5kOLK9gdK6IpKRJB1newCYtaRy3PXzHEE0SZ1Q3Hk66EoOkDTTBO2JHXImw3iOILphTsnKrllUwZIt83n14bfZ/fwBFl03B88ktU4Ab9DDx/72fRzdcYqO092TrhsOenjvzUvI6OYoEc7lUFm5sIJ5dUU4R1K9Xo+DT713DRdydLweB6oic+f1C0iMkGa8bgehgJvfuWDWLUniktnohdelq6Wfr//hT68oaKqagtvnpGJWESuun8ecZZUUlueiOkYUc6QRtsA5F5aRQa9l2ZiGyfBAnOZTXTSf6KDhcCuNx9pJJTKj4gnXCrZlc3xvIwe2nZz27NobcHHvZ7dw8wNr8fhdqNrUAg22bbNiyxxu/+hGulr6eeXRXbz62G6ig4lxZ5Rdrf18/Y8eJpWYnEV+8T6SSX3kHsj+zelUcbs0DNMiPtI65PM6UUeCeyyeRtcNnA4Vl0sjo5tEo8nR89FUBY9Hm1SmUnO/h3P+krYdR0jByUWlf4shSRJzllTwJ//yAWRZQh0ZEK/aPIeFq8YOytxeB5Ik+OLfjlWdc7pUZEWisCzMA1+4PmtOgcDty7YkzZpfyhf+5h70jIHmUHF7J2iBm+ggPU6NoWiKgUic8uLQ6N9t26anP8bPnt3D068cpqIkhy9/cgvzaovGp3RfgGwN0QNMrD16fl2BEF5gfPPg7M3lRMiTE2+EEPR2J/jnv3mZo4fGD+ozweoNs/jbr94PMCKCMPW5XQ3Ytk1vxyAH3zxO+9luXB4ny7bMn3D9QmdONsV6ZV7OQNZx/nS0jSLn+bRPPJkmEk9RnJudefRHso4gYb+beCpDJJYkP+gFIejsizAYS+JzOygM+2nvHWL/nmZWr62lLD+Irpv090cpvMivU5Il7vnizZiGidvvIhVPTxk4AXJLwvzu1z/Giz/KjjonMsYWQoy2Vl0IRZEJXJASkiWJ4AT71VQF7QKBABkITVOEIdIf40f/62nOTDDonAiaQ6FyTgmrts5j/W1LKKnOR1Yun0EcyvNTMbsI7liSDQCxNGePtXFiXzOnDjTRdqaX7tZ+ElcwM50MhmHywsPvoE8zRVtak88n/+JuVl4/77KY0kIIFFVBURVq5pdSPa+E6+9byZPff50dLx4mOpgY+wEbhvqi429sAtg2vPbWCR7+5U7mzylB0xSWLCxnzcoaduw+w869jQhgXn0xt9ywkLaOAX755F5MyyLgc3HfXctpbR/gf//bC9RU5eH3uaiuzOOGzXPxTMIJ0NPb0FwjRgi2hm0NIOT/um0qQgi8/rHn5/I4cE3Q4x3Om5jf4HRpl9QvJVm6ZPvjYcLAOa+uiCdePsRzrx+lINdHYa6feCLDwRPtPPnyIXYdamLB7GJ+5wMbmFtTONFm/hvXCJpTpaK+CEWVue7ulfjCkwvJ5ztDuGbYkgJwcOg0G/LOE6J6h+Ica+oaDZyn2/uQJYmw341hmOw50cqaeZWEfC4M00I3LF7YeZIPbF2CYVocOdbOsGywtKyIttYBCgr8lwROgFnLqvnzB794WccqhGDFjYtYceOiqVf+NUHPGLz17AH2vHb8stKCecUhbv7gWtbftpiy2stt55oYQgjcPifzV9Uyb2UNmZRO25keWk51cXT3GQZ7h6+aQXV/V4Rj02z3CIS9vO93b2DZdXNm3F4khKBmXimf+so9zF1ezY+/+iyDPdNPFY8HSRKsWVFDR8cQZWVhbr4+O4hNpXTeePsUH//gOvw+F//8f55n3eo6nn/5CMsWV7B6RQ0/fOhtmlr6mF1XyJ23LMY0Le67a9k02OA2pn4E27EZI7MXy2xCVuqQ5KlJaP+NmWHCwHn7lgW88NZxXnr7BPuOtuL3OUkkMwzHUiRTOuuX1fDp96+jrOi/HQ+mgm3bvNrzfXRrZiN2n5LLurzs7FZzaiy5bi5ZgXmTI9sbqF5QOuFMzCGplLnzaYzPrH52cOgMNvaErUIXwu9x4nFqdA1GyQl6CPqyxzYUS+JxOQj73WQyBif2tFIXDLF8eRWhSZxQ/qvBtm162gZ47NuvTLvlRAiomF3MF/7x/dQuLLumWrJCCBwubXSWturG+STjafxX6Ts6svMMqeQ0lLUEzFtZzYY7loym564G/CEPW9+7ityiIF//o4cn1KOdLsIhD/fdvYz/+MEbBANuVi2rIpnSiUSSFBYEkCQJTVUYjqZo7Rjk1hsXoqkyPq+TWDyN26Vx89b5/Ojh7bz02jFuun4+kjRFGtrqJxX/Noq6CNW5BSFNTAL6b1w9THgXVpXm8CefvoGfPLmbzt4IkWgSl1OlINfHzRvmctfWhTimUV/4b2TRFNtPRO8mY6UmNZWWGOkhs81Lyj75jqrRwJmMJnn6e69hZAyiQwlmL6tiqHeY9Xctm1DTda6/km29B2dE1uxLD3E23kmttwTLsukaiGIzwswzLfoicQpCvtF9Lqsv48ltR6guyuGN/adJZnQ+ftvKLAVcltl841z6ownWrK5FUSRS47BY/6vCsmwe/85rdDZPr+VBVmQWrq3jS1+9n/ySiZnu1wJCCNxe5yWN4DPBsT1np9Vuoygyd37yOhzTFGK5HCiqzNKN9XzhH97Hf3zll/S0Dcxoe8GAm4/ev4YfPbyd4sIAXq+Tnr4o27Y3oGkyDodCbo4XbHjptWMsml9KV0+E1SuqgWzN/GMPrOOr/+d5ysvCzKsvmWRvAqfvywgpDJxz4fkNeh//mgU7riUmDJyyLLFhZS3VFXk0NPaQSGUI+d3UVuZRkDORGIIgJ+imuiwHj+u328j6amNzwSc4GnmdU9F3KHBWU+CowiF7EUIiYyWJZLppSxwDbOYHr8chuS/phfLIwfO/CIHm0nB6HUiqjBAgq/I5nsC4mOOvHFl45Td02tLZ3X88Gzhti5buQXwjNZiMbtA9EKUw7MO0LE619NLeF6GjL0IilcHvdZIZMukbihPwOGnqGqCvK8rJxi6OFeb9/+z9dZxd53nujX+fRZthZg8zg5hZMsrMjil2sIE2TdtTOGnPrz2Ft5C+zWnSniRN0yZNmsSNHTIzSpYstpg1GmbYzAt+f+zRSCMNyZITt2+vz2ds7b3WXrye+7npumhtLWPfvg7WrWucdab9XwFnj/XyzvP757SuEIJ5K2r5zP++55duND8IWJZF9+mBOa3rzXfTuKjqAztnSZZYuqmFOz6xkf/42kukEnPjl54KQggKCjxUVeTT1j7MmhV1FBd5CUeSCOBjD63FYdcoLPBgsyl0dI2yaV0TFWXnI3cup8a6VfXsO9A5i+EEkDD1M8jqvPd9zB8ETMv8wGgWDNPk7dPttI2MTfAer6oup7WkiO5gmB0d3SiS4IbmevKdTnTD5KXjp9hQV02eM5e/jGcy7OropisYpsjtYl1dNX7H3CeFM8Y9ZEmiqjSPqtK8mVabgBBw08ZWVi+uoajAO2UV5YWf4SKdwP/C8CgBhlJnWZp3G0vzbsGtBFBEbgZtWjopM85gqo2X+7+BhcXKwL1o0vQ30uGysemeFWTTWRCCWDBOWV3RJcooF6LaVUye5mEs8/7zObplcDh8ltuzcTyKk9vWtJLRDYQQuOwa925aiCrnvOYCvwubplBbmo/HZWNpYzljkQQepx1Vlqko9PFm5xFuv2YBwVCcTNagp2ds/JmYfB6WlSUW/x6yXIbTccelx6X3EI3/Kx73r6PIpeO/MYnFv0c6vRvLSqAoFTidD6CpSxBCwjTDxBM/J515F8sysKlLcLo+giyVTTyvhjlINPqP6EYfNm0lHvdnJpig4vEnSKW3YJoxZLkIp/N+bNrqSyq7p4JpWrz25E5i4cSs6wLkFXp47A9uo6aldMZ3JWmk+UX3Nlq8lSzPP08gYlkWnfFBft7zDqPpCMvzG7mzfC3aOIfx2Vg/3z37EqokszrQynVFS7BJ6sR1SBoZnuvdwYHQGUrs+dxfuZFyR8HE8qFUiCe73qI/FaTVW8WDVddM2e97Dql4mmhobudeN68cm/3qe5sXwmZXueWja9n75jEO7Tj9vrbR2xcknshQWuIjlkjnKj9VmRVLq5FliZuvn4+mKQgBG9Y08MbW4/zaYxvx+xwIIQiFE3T3BmmoLSQUSaDOgfEqE/8hpjmAkIqBHDmM5rznfR3/1YRuGVdERj+TNRBCEEml2NnRza9vWIUqSRR53ERSaZ4+dJy6gjzSus7jew7yhY2rsbA4PjCEU1W5vinn2e/t7OVg7wDraqs40NPPGyfPcM+iecgzVDBfiKtH4jl+Qvk+F7WVBTjtKkkjyWhmlGA2iGEZxI04o5lRQtkQpmWS0BOMZEYIZUMTBjScCf/KOTk/COwZewYhJOb7rsWvlqJKtvHKYYEsqbgUP7WuZcz3XcepyLsMJGd/eTPpLD1nBhFAw+JqNIc247XTJJVF/kt76S4XnfEBTkdzvbpuZy5XCeNk6x4nbqcNSQgK/W7qygLUlxdg11TyPE7qywsoynMjyxJFeR7WrKpj0YJKEvEMP/zBdgqLvNN4mya63o5h9E15TJaVIJs9hmVdmEe2MIwBXM778Hq+iCJXEQr9Man01vE+5Dgg4XI+gsf9GQyzn2DwjzCt4MQ2g6E/RAgXbtcnSad3EI19e+Ia60YnDsedeD1fRNMWEwr/OYnkc+MKQDOj61Q/R3aemVNBkCRL3P/r17NgdcOMrQmQk3/rSgwRzMQmfR/JJvjKiZ/gV93cVbGWnSPHebpnO+b4sRbafHys5kbuLFvLntGT/KD91YnWpaxp8B+db3Aw1MY9Feuxyyr/dPpZkkbOM0sYaf7fE08iCZl7KtZxKtrN4x2vzzhwJmKpWWXQziFQMrV4wdWG2+fk0d+/bRJf7eVAVWXe2XGKv/3ai3jddpYuqkKWJW65YQHRaJK/+LvnePG1QwAsWVjFulUN/MO3XuMb//oW4UgSWZY4frKPv/4/LzA8EuPmG+bPuk+b54s4fH+J3fNb2D1fRD1XYXsBLMui58wgHcd7J/76O4bJZnQsyyI0HKH71AB97UOkU+e97fBojNGB0KTtxCNJes8O5eTsOoZJxlKXjDmWZZE19SsznEIgT6OpLAnBXQtb2VBXze7OHpqLCyl0uxhLJAgmEmxuaeD6pnr6I1GCyRSKJLGxvob9Pf0ks7n2qqFYjOo8Pyuqcp7qWCJJ5jJ63D9Qgb2R9AgDqQF6U71sKNhAOBNmNDNKZ6KTW0pu4Uj4CCkzxWh6lLvK7sIm23h54GUeqHxgTsUn/5nQnTiCVy3CKftmqX6tZdfoz4lkh6ddB3IDz+5XDtG6sp6tT+9l0z0r6Ds7xMqbptatBJCFxLK8JrYMHbiiMMpIOsyB0Gnm+2pn9CrmgvXrcuTnt9yyCF03UNW5K+3MBiFk/L4/nvisqgvI6m1kMvuw29ahKGV43J+cWC5LRYwGfxtD70RS88hk9mGaw3g930SS3AgkwpEv43J9Eln48Hn/cOK3mrYcXe8mk9mJw34TFyr3XAzTNDmyq23OdG7NS6vZ/NDaKwpfbx85gkux82jNDdgkFRmZn3Vv5aaSFfg1Nx7VSYtahWVZVDoL+XbbC5yJ9rLIX0dvcoST0W4+U3cbTZ4KGtzl/Mmhf6M7MUSzt5K9YyfJmFk+XXcLTsVGvubhqyd+xt0V6ymw+aY8nmxGx5qlfe0c5tIecDUghKBpSRULVtez/52Tl/37okIvv/axjZd8n+d38dhDayd9J0mC9asbWL+6YdL3D967kgfvXTn3nVpZEHaEULAsY7wdpfCS1f7lz37GQOcIrSvrkBWJ4soAN390PYZu8IO/fQ4hcvekeVktd3xyE5IscejdU2x/fj+/89XHcLhsmKbFkZ1n2P36YbByJPlltYXc+elrcXrOR8dMLOLjNH7vFxISygyRG1mSeHTlYr65dRcvHD3J3QtbiGeyBJMpMrpBIpPFNC0UKeec1Aby2NrWQU8oTGNRAQvLSnjr1Fm2nGnn1NAoyyrLsCtzN4dX1eO8EEIIyp3llDhKUISChESVq4pCWyFinItVFjKKUJCl9z9YnmPM+bBDt7LoZhrdnJmAIKlHxrkgZ37oZEXG5tBoO9xFf/sQe147TH6Jb0aPRCCoc5dNO5jNFSYm24YPMZIOXfG1D4US7NnbjhC5GfsHgfPPiCD3yEucCwadW3b+PCwsa9zT0tvGw7Y5I6hpCzCt2CQpucm/Hd/2LM9yIpri9MGZGWzOQdUUbvnoukkD0/vB2Xg/Vc7iCXm5MkeApJGe8CpjepIX+3bxdyee5MX+3dgllY74ACYW4WwMWcjkabnaBr/mxiZrjKRz8mJdiSHKHQUTQgKl9gAZSyeanT4UK4SYc6O++T6esYvHhbk+p6qmsP72Je9HYGnKfV76fF36/Vz/pqpNyKZeyfFo691gxdHH0w4X47H/eQdNS6u55p4VfOFvHuaBL96EL+Bmy9N7KSj185k/v59H/+AO3n5qD2PjrTmL1jWSSWc5O95fLAlB87IaPvalO/n8Xz3AvZ+/nqO72+jrGJp0fllTJ5KNX3IMlwNJiAm92+mgyTJ3LWzh5OAwveEoNlmhPxzlW9t28e3tu1lbW4XXlqu/KHC5KPa4OTU0gmmaFLicjCWSRFNpRmJxitwzt/NdjA/M4zx3s7NmFgkJVVJzhPBmBk3SsEt27LKdgdQAilBQhUrGzEzyhNKGjjaDUc2YaY5HdlNoK8ev5mZZmmRHuULtyQ8CRbZauhKHORvfz0IlD1WyT8rzmhjE9SAHQi/jVHy4lJnzynanxo0Pr2VsIMTijS0ESv2zVjwKISiy+WnxVDGcDl3R+fQmh9kydIBHqm+8oujAK68cpqdnjH37OgCLokIv999/GTPuWWBZBobRNe5pvodh9OB2fRRQsCydTPYQpjmKZekkU68gCReK0jieu4sgpPOkCUL4wDIxrcj4tk0Mo4+sfops9hiZzB683t9DMP19OKc5efpQ17TrXIiGRZXMW1l3xcVSaSPLSDpMXE9hk1XaYv24FDtO2YZhmbwxsJ9do8e4o2wtQ+kQbw7ux6M6MCwD3TIZSgUZTYfJ09wMpUKkjczEBCxjZOlNjBDVkzhkjbZYP3ZJw61O73XbHDMz4lyI8Gh0yvhIIpvBrqhIQpAxdCwrN5ialkU8m8EwLRyqil1RCKVSKLKEU1ExLItoJo0iJOyqMmmMkaRcj2dhqZ/hvtBlXeOB1BGGkieY778rl1cLv0BXfDcSKhWupTR7byZrJtkx/M+kzRg+tYKl+Q9hl3283PdnpIwwNsmLEII1BZ9BlZwcDv6cuD5Co/cGqt1rkcWFY5uFoXcg6T0Y2cMottVY5qX1C0IIGhZVctMj63ju37bgL/BQO68cIQTH97az8c6lONz2iVafRDQJpX5cPicL1zZyYNtJmpZUo9pU/AWeibHdV+BB1RSSsckTwLSRYSgdvKxrdzFkIaHMwO+dq6uAIo8bWZIIJpKUeN0sLi/hzgWtlHrdeOy2iWdMkSVWVJXziwNHuaGpnuODwxS4nVzXVEfGMNjT1UNNYG61PPABh2rjRjzX8ycEpmUS1aMokoKBMVF1Ve4opz3RDsCZ2BniRm6mEsumeGvgJLeUL0CdxmVP6jEimVHCmfPyYi3elRTZL5XW+lVjSd4t9CSOsmXoewylz1LjXIJddiGERNZMM5bu4WjkbYZTHTR711Fsr5txe7lGdQeOC4zlXGZMPtXNAn8du8eOkzbff+uHBTzbt52NhYupchW/7+089NDs2pxXBp1UehfJ1MtgZXA670NRmxFCYBhBotFvYpFFEl4UpR6f53eQpHNaqBKTpRjOSdRJE58z2YMkEj/DshI4HXehqUtnvQ9DvUG6Z6EBhFxuc96KWorKL69Xeqo13YqD45EuftjxGj7VxXvB02wuWY5PdZE2s+wbO8V1xUtZWzCPtJmlLzlC+pwxkhQ0SeWn3Vtp9lZyNtZHrbuUWneuCMulOEgYKf69/VUKbF72B89wffFSCrRLqTLPwem2o9nnNsHtODGQa1u5aBj48dHD3N3USoHTyemxMY6NDHFfyzximQzbe7sYisfx2mzc09TK7v5e+mMRVpSWo0gyX9n5DouKSthcW09LoHDimgkh8Bd4KK0pvGzDaVhZMlYSCwtJyNR7rmW+/250M8Wuke8wlDpBqWMh64q+gFPO52xsK/vHnmR90RdY4L+b7vgeluY/jEs5H2pdX/RF0maEA2M/QZPclLuWXjBRFai2tRiZHSC8ZFOvIasLpuSqlSSJhWsbiYUS/Ogrz/PFv3uE/CIf8UiSna8cQs8aDHSNUtlYQklVjm9YUWQWrWviqW+/wUh/iJLqXDFYf/swx/eepetUP8UV+TnWqQuQMNL0JUcuOYbLgU3SUKXpzdOR/kE6xoJI48VpAZeDgMtJa0kh77R10FxUQENhPsUeN/t7+klksximxbGBIbqCIfKcDkKJFO+0ddI1FmZ51eWRRnyghlMSEhkzw3zvfNyKm4geIW2kWZ2/Gk3SqHHV0J/sZ0NgA0IIGt2NaJKGQLB9qI29o51IQrrEo5nvL6XaHcCnBdhYdM8HeQpXBUIIalxLWFvwAHtGn+FA8CUOBV/FJjsRSGSt9AQ5Qr17BWsKHpxVyPrCbV8OJCEx31dLoc1PT3LmPOpsCGaiPNn9Jl9svO99sxJd3vHPWGs35XIhbLhdD+Ny3ks6s5do9OsocjU220oQKkI4cTvvw2a79pJjkSQ/5gUzeNMcBSEjjxtWIRScjttx2DeTzZ4kFP4LZKUSh/2GaY/SMi3OHu2ZU2GM2+egaXE12lxl0Th3BS69DjXuEtrjAyzLb2QoFeLBqmtZ7K+fOGfdMnDKuYI1Rci4FQcZU0cIgU91UWDzcW3xEqLZBCvzW1jkr5uY0FY4C/FpbtYVzKM/Ocbd5etYnt80473V7CpF5XmcPTqVIMRk9HUM5wbuqumb+5sDAd7obCOazuCz2VhfUUVvNMLWrg5000QWAsOyODE6zN2NrXxi4VJSuk6dP/8SJiS3z0HBFOxVlwNZqLiU3PEaQkISChYGstBwKQEsLEoc8zkVeR3DylDlWkVSD3Is/CKL8u7FLvvImAk6YjuIZQcxLYPRzFnKnIs4p7QkhEDW1iKpLZhGLwINSWmaNgQuhGD1TQs5uO0kW5/exz2fu55AiY/S6gJM06K4MsDmh9dOmtCU1ebUQU4f6MwZVAGZTJZoOEEkGKempQybQ5sUPYtk41dkOAWCPM0zI0NVbSCPUDJJJJXm7kWtlPt8KLLETS2NHOztZySWIJXVMS0Ip9LEUjmv+N5F83BqKiVeD9kWg86xEGtqK1lacQWG85w47VxLcmeDW3bS6mkGciK2+Vo++dp5g+BX/fhV//h+M8jCos5VnVumOalyBRhOXcoZWWsUXHC8BkJISNNUYH1YoAiN5fl3UulcyInINjoTh4hmhzEtA5ecR7GrlgbPampdy+ZsNN8v6lxlNHur6E2OXFGRkIXFrtFjrMhr5pqipVeNim3SPiydeOJJJGnqMIplpQlHvop2gS7q+WUWlpUcH2gUVKUJkDDMnLcnUBGSE8MMAgaWde4ZyuXgVaWZmPEDTHMUScojnd6NLAVQlNwzapqJ8dYTBUWpR0huGZlGjwABAABJREFUDH1mvlnTtDh7tHdO5+7Nc1E7b7Y+vhx00+Dp3u2U2vOnHDdX5DXybO+7eBQny0ubkISYmJBKCHyai8FUCN00CGVjtMcH2Fi4EEXIlNjzKLT5GEoFubt83fhk9jwW+Wt5oustJCG4pXTl+HMw+7PQsLCCXa8dnrVPPpPKsu2F/dz/6zdMtL+c04Y8B0WSubaqjjc7z3JDTR0/OnKQQoeLzbUNtIeCBFNJWgOF9EYjGJbFqrIKXj57mvbQGK0FRZP2Z3fa8AauDjvSu0P/zGi6jUrXSors8wCLrJkBLDpju3ApBchCQyBR77mGA8Gf0h7bQbN3M32Jg4QyXdS5N3Im+jax7BCGlUUaN5yWZWFk95BNvQHChiSVILLH0Bz3TDKeObUYAxBIskR1Sylth3MTloVrGzm47SQf+c2bctXE4vxvAOwuG4s2NLP9+f2svW0JkixRUV9CZUMJpw508vN/ep11ty2lsDyX37aAY5GOKxKTEIhZ6zDynA6ub7q0Q8Bjt7GhvmbSdze1NFyyHsDSyjKWVr4/esIJw2lZFv3BKF0jIdY0Vb2vjZ3bjm6GSGRPkcyeAQQOtQ6n2oIiTVVRamFYYc6O/T/oxihOrZlq/5dYVVDDyoKaKfdxbgspM8GB4NsEtFJ8Ws6Y+tQAdvnDR9smhEAVdsoczZQ5msZf+QtHjPMD2Qfd06pKCreVrmX7yGFSxvtv9gYIZ2P8pPstSh0Bmj0fRJO6jKYuJhL9KrreOUn/NAcNTV1ALPav6MbFdIImkehXMcxhNHUBut6NEOq4AQUhNCThIpV6K2dgkVCUejRtGaCgacuwaasIhv8UTV1IKvUmbvdnEONC6bHYv5DVT6FqizGNUSwrhqYtmfFscrJHcyNzD5T4KaspmH1Fcjmh+b5qvn/2FYbSYZbnTRaBz9O83FO2nu+1v0KLp5Jiu58F/lpqXCWoksINxct4sust4nqSoXQIm6Sy0FeLINfGdG/Fer515jm6E8NUOgupcBSyMtCMjMCjOHms+gZ+2PE6LZ4qiux+5vuqafTMnDJZft08fvyPr2DoM1fXmobJGz/bzZqbF1I+LvF2YnSEU2OjgEXWMBhMxFFlidNjo9xQXYdNlplfWEi+w0EskyZjGGRNkyKnC8uyOB0cJaXr6FO0A8mKhMvjQJLEZfEHT5XrX1P4WYZSJzgVeZ20ESFjxtg6+A9IQsGvVrA88BhiPKqmSk7qPZvYN/ojGjzXEM0OkKdVE7DVkzSCDCZPcPGERM8cQLPfnpvcycXomX1MxYLyyuPvEhqNUtlYwr63jrPhzqUAbLp7Ofu3nOD7f/M089c0UFZTRE1rGZ0n+xkbzBV/WZbFmcPddJ3sJxFLcfjdU1Q2ldJ3dgiH2zaJBlG3DN4ZPsiVQBKCQpv/irbxQWOSx/nDre+R73aS0Y1JnogkBOuba2bnTbQsssYQ3eGvM5J4AcPMXXhZ8lLgvI0q/++jyheHW0Ru5o8glHqHaOYAxe6PIqRyFCHNWFllWjpOxUvSiJFM5nKjNsnxoTSc53BOrPpX3WzT6q1mvreWfcHLL7u/GGdiPfyw41X+oOVh8rSrK6EmhEDTFpDn/zsSyWfRtEWXLHc4bkNRakin30WS/BcslXC7PkU6vQ3DHEBRanC7HkVVG8eXK9ht15HO7JzoD83lN8+Rcih4PX9AMvUCpjmGx/M57LbrOTcouVyPkkpvwTB6keUC/I4/RdOmV6iBXAn/YPfstG5CCCobipHn0AR/bv0WTxW/3/IA24aPUOueLLwgCcG1xYspceRzItJFRE9Omqgt9NUiquBktJsGTzmr8psptPsnfl/lKuZ/NN3P3uBJxtJRjAsqN4UQrAy04NfcHAt3EtUTzMXjrGkupaqxhPbjU/fmXoje9mGe//47PPp7t+Lxu2jKD/BQ6wKcqkbWNOiJhBlJJlhZWo4iScwvLKYrEsapatT482gKxEnrOguKShBCMJpMUuX1Uee/NJIhhEDVFCRZwjTn0lJhMZw6yVi644JvLKLZQWySG69aioVF2ozhkP0U2pqY778bt3p+UjSabsetFCKQ0K3cZNYmuUnoY+hWinC2H6eSf1FxEKi2DUhyJWZmGCN7ClmdD1NE39bcsog9bxylv32Ya+9byeqbcu+RzaHx2b+4n31vHaPr5ACecRnJ3rbBSWH0DXcsRVZlqppKCY1E6W0bxOlx8MBv3oQ3//x4ezbWy8no3ArfpoMkBOWOuU0Yf1WYZDhddg2wONk3zIXekCRJrGuuZvaXwaQ/+gOGYj/D4rwnY5gRhmI/R5HyqPL/7kSMfmL7woHXvobh+LOYZopIei97Q1GavMU0es+HUSzLmphLCSFwKT4W+TZM2tav3CL9J4EiZO6r2MShUBtZ68o1F/cGT/DvHS/xubq7cIznyq4mZLkAj/vTUy4TQkbTFqJpCy/6XqAo5SjKQ9P8TmC3b8Ruv7T37vx+83C7HptmWSGuCwTP54LwaAw9M/v1FhJUNlxe0ZUQgiJ7HvdVTn0+qqSw0F/LQn/tJctsssry/KZJbEMXo9iRx+2ONVMuk4VEi7eKFu/co1WaTWXzg2v4l7/4xazrZtM6r/90N76Ah4/8xg0oqsyK0vNh7DXllZPWX3vR55Wlk0Pe11Vfeg0uhKxIl/UMq5KTUKb7PGuUZTGWbudsbCu6mSJPq8ajlGCiE872sXXwa9hkD62+WylzLiaWHeTA2BNkzRRVrlXIQqPUuYijoWd5s///xa0WsdB/L9JFhZKSXA3CjmK7BqwkpnFp0ZkQgkCJn1seXT/lsvxiH5sfntxnuv72pay/femU57rxzmVTfm9YJi/27yQ7p8nG9JCFTK176hBq2kixZ+xdmr3zKbTl3o9DofcwLYNF/uUTKbuXB56hN9mNR/GyoeB6Su3lnI4dZ+fYO2DBPO8iFvmXIwuZI+EDHAztRRIymwpvpNJRPeu9n2TBPr959bQ0pnPJX6WNHgaiP8Qig12ppdB1L1lzjNHEi2SNIUYSz+O3r8drXzv5wITAodRgk0tJG30kMycZSpVR4fQDoJsm0WySrvgYr/UfZ0WghmtLmjAsnWBmiKFUN7qVJV8rocheiSb9N0/uXNDirWZ9wUK2DO+/YlZJ0zJ5tX8PpmXxyZpbJ3r+/huTMdIXnNO1FkLMWAzzXwFCEqy6cT5bnn2Pk/s7Zl0/HknyH197ieG+IA99cTOBEj/KB9T7ezkz8LPRUSr9hSwPfAZFSOwc6mVDcR1VrpWUO5cCFpJQkMaH2+tLvjQh9HDOg6x0raTMuXjiO4GEWyliZeATmBgI5Eu8TYB04nE058OASSbxJJYxgMP3Z1d26u8DlmXx3thJ9o6duGKO2lJ7AJ86ddTQtEyG0gPUGOfzm34tj7eHX6XFuxD7uD7zfO9iri28ie5EBy/0/5xP1fwmhbZi7i57EMuCN4dewiE7qXbWsnP0He4rf4SMleG5vp/xierP41Bm1tKdZDglIZDGmRbOIasbZHQDZQ4aeMHk2xhWEkXKozrvD8l33IiFgU0pozv0NdJ6L8Hkm7htS5AvYFYRCBQ5H1UuJG30kjZy5M+6ZXI8PMDRUC+dsTGSRoaVBTUsyc/lTsKZUU5H91Nqr0OVVLoTpzEtg0rnzBV9/43cwOxRnGwuXcnRSPsV93UCZC2d1wf2YlgmH626kbJxLtP/xnkEh6NzVI0Q5BVN387xXwHnJge3PrqOvvahOXHX6lmDV/7jXc4c6uL6j6xiyfqmywppfxB4reckj3hWcCo8RJO3iKPBAdYU1aBKykQhz4VQxKUT+6ieRBMqDmXyMlloF3fhXAQDI/0upjmKrC6ehTblg4FlWYxmwrzQv2OCFONK0OqtvqxkVrmjEgmJnmQnDe5mACqdNQA0eFp4rv9nJIw4eVpuImphUWwvYzQzQrmjElVScasesmYWTVIx5hCBm3RXtxw7S1WBn4aS8/HlaCrNM3uO8bFNy1DkmU8mnjkKmDiUWpxqw3jSW6LQeRdD0Z+Q1M8QSm2n2HgEhzS5IkoWThTJQ65YKE7G1Pnu6e3UuAPUeQq4qayVek8RTuU8xZsiKeM3rR9ZKKTMBPIMTbMfFHQzw6nodnoTx5CFSo1rKVWuJRNEDJZlcTj0KpWuBeRp5RwYe4GhdDsO2cs837Xka5UIITgcepVCWx0ljvNVYGPpHvqTJ2n0rkOTHGTNNCciWxlInkKRNGpdy6l0LXpf5y2EYIG3ltWBebzUv/OKuCXPIWvpvDG4l6FUkE/U3MJ8X+1/G88LkEyk5+hxctV0Lz/MkBWZdbcu5vShLl56fDumMfvVMU2L04e66Tw1QFVjCU2Lq1i4toGW5bUUV/zylWMq3X6ePLsf0zQ5PNZP2tCn5VmdCpZl8ZOutxhJh1hXsJCV+S04FNucjIdqvx3T6EZR5yHJRQgxOz2hbhjjHNm5YzTHq5SVCz5DzpEyLQvTNJGl6UPXhmXyUv+uq+JtAizLb76s9WWhsDxvDXvGtlPvbkIgJo5jINkLCDRJm/guY6QZTg9Q7qjCpbhp8szj7aFXSRgJVuVvwKW4Z9hbDpNG2xf2neDPH7wR07L4q5+/wf++/wZ8TjsHOvp4bOPU8e4LkdEHAQtFzkeWzheJqHIhBa7b6A7/XxLZ00TT+7ErtYgLHi4hlIncp2Vl2VjUwJqCOmrcAVyKlrtxFz1IbiWPpfnXEs0GSRkJql0teNVf/otjYVFgq6HCOZ+UEWff2NM4FT95Wtn47MWiJ3EEr1qIVy2m0F5Lg2cNw+kOdow8wS2l/wNFaNhlD0fCr1Fsr5u4NrJQGUidodjRSECrBCyKbXVUu5aQ1MPsGXsKj1pEvlb+vs7bqdh5qPJ6DgRPX3Ff5zkYlsmB0GkGToxyX8U1XFe0DJ96eZRWv0zkGK2yRPUEh0JtNHoqqXAUfiDHm70MvdEL9SdN0yKZyWJTlUnRn2Q6iyQJbKoy0aYRTaaxLHDbNRRZmmjhSKSzaIqMqsiYZm4908oNim67DSEgkkhhmNZEN4PLbkP7gL05j9/JJ/7wDob7gux76ziGMbcJXCaV5czhbs4e7eGtp/Zic2gUV+bTsLCSmpYyKuqLKanKx+7KMchIkkBIIteKI+Uo/3JCCyAm/i1ytTWXQfN3Y3kzGcnEtCwSRga/5ris1qwzsV62Dh9gMBVk5+hRSh0F3FG6jjUF8/AozpyCjbi0pFAIgaxUISu5vLJlWchqLs//z9t289l1K5AlCcuy+Na23Xxh42raRsZ450w7iUyWVTWVVPi9fG/nezhUhVvmNZHvdPCD3ftxaRoPLFvIge4+2kbGyBoGn9+wClWe/CxkTZ3XBvbwZNebV0Socg5Ftjwa3DO0YE1zWRvdLWwfeZvBVB8l9nKe7P4+Q6lBVEnjhqJbsUl2DoX2sX3kLQzLpM7VSItnPiBImym8qi8nPGLEJ9ml6TDJcKZ1nWgyQ/tQkI6hIKF4ClkWEzOR2WCOK1OIC7hAYVyjznUXvZHvYFoJhuJPEXDegSzOs95YVhZzvJpMFg4sBOVOHz5t+hmUJCRskoMYYYbTvYSywyzyb5h2/Q8KitAotNUA4JT92CQXcT3I8fDbDKbO4teK6U+eRBYqPq2EMkcrQoBLyWf3yE9JGlE8UoBa13IOBl8ilB0gT8slxz1qAW4ln8HkaQJaBYqwUTjOKuSQvajCRtIIA3Pr95sKxfZ8PlV7G39/8kkSRmr2H8wRA6kxvnXmKbYNH+IjldfR6q3+0BjQc8ZyMBWkNznC7rFj7B49xlA6xB2la/ntpgc+kP2m52o4BZOID8KJJN9/cx93rZpHfcn53OePtx2gxO/mtuWtAOw82cUzu48CsLqpivvW5Kp8Tcvin1/ZyTXz61jRUEE0leabL71LVjeQhOC2FS0sqi7lr3/2Jh2DQeZVFiMEPLxxCc3ll5KGX224fU7+x//5KN/9q2d496WDc+LxPQfTtEjG0yTjaUIjUU7u75xYJoTA4bbhC7jx+J04XHYcbht2pw2bXUWzq9gdGjaHhmZXsTk0bA6VM0d75tyKkjEMTkSH6Y2HcCoatZ78GcetC5E1dbYMH2AkHcbCImGkaYv18o+nf8rjnT7WFMxndWAeNa5SCjTfjF0G5yr2AaLpydcvOk4AUBfIo9DlZH9PP2OJJLKQqA3k4bZpxNJp+iNRNtTX0BeKEEokuaaxloXlJTy+9yCprD5hOC3LIqoneW1gDz/sfJm0eWVtbeew0FeHV5l6jIhmIwynB6ckeJCFwmL/co6ED1JkK0VC5u6yB6ly1k5cG2O8gGht4BqkcXalpJFgINnLjcU5VZmf9z7OqvxLi6guxiTDua65hm+9uhO7prB5cSNfff4dJEnQWlE0J67Mc/1thpWcIMo+B5tchs++hmDyTWLp/SSyx/DYzldn6WYY3QgCEqpcyNaRdpblV1Jgz3mulmUR19O8O3yWcqef+f4yMkaK9vhRYnoIl+JjLDOAbmZ/6Vy1527y/rEXCGX7sckuCu21aJIDh+JlSd7tbB36Hgv8m8nTyrDGgwbh7AAW1sTxykKlwbOGM9EdrAzcBwgkIVPlWsyB4As0ezeiSNp4Iv4ZIvoIHrWAfO39G81zx786MI9bSlfzTO87VyVkew4WcCjcRkdigCX+RlbkN7M2MB//VW5bmSt002AgNcqJSBdHImc5G+ujMz4wqWF7T/AEo+kwBRe0Y5xDzqszkS8YwEzLmqj0Ni0Ty8qFuaZ6+efqyAjEjNqq0+EXOw7zmc2rCHhd/Ol/vMrNS5pwTyEq77Zr/Oat6/A67RztGuCHb7/HoppSPrN5FU+8c5D71ixgQXXJFHu4OsgRkZ8P/52juvvU/+8uyuuKePo7bxMZi828kTntxyIRTZGIpri4y/dqYdvgWSxVkDENWt15vNl3mhZ/8ZzCtb3JYfYHT02pJDKSCfN837u8NfQeTZ5KmjyVzPfWMt9Xh3cGHmCYvrRJCMFANMbZ0THmlRTRVBzg5wePUOB20VxcyGAkRoHLiUNTSWazpHWD4wNDyELgUM+nnvpTo/y0+y22DB0grl+dybZDtrHIX39JnvccdCtLe+IMwczoxHH0Jrs4ENoDQESPkDQSJIw4NsnO28OvEtAKqHTWsMi3HLvsYH9wN2OZUXyqn8W+FbgUF8X2UrYOv46FxULv7JFVuMhw3rtyPuuaq7EpCn6XnfkVxZiWRV3RpbRUU0GTCwBB1hhBNyPYLvCChNAocN1JKLkV00rRF/kODQVfRcIGWCSyZ0jpHQhknFpL7sKQG+hG03HeHjjFmwMnaPIW0+DJzYDTZpKBVAe6pTOWGWA03U+De8mvjKu2xr2U7rjCaLobWSiUOBoZTJ2hL3Fs0oC5beiHDKXOAjDfdwO2C4jEa1zL2DnyJHE9NEH0XmSvAyyG0+2UOnLx/1r3CjrjB4hkh5DElUtxaZLKPeUb6UkMsWfs+FXXbo9k42wdPsC+sRM80/sOq/PnsaZgPrWu0px6zjgbzdXwRs+xnpjkjFzW1OlNjnAgeJp9wZP0JUeI6gnienLK8wxlYuwcPcrtZes4Eeniqd6tlNoDbChcSLE9n1cGdlNky2NtwXx6EsNsHzmMW3FwY/EK9oydYDgdxK04ua10DUfCZxGIiVzvhc3iM54D1pz1Ks8hkc4wEIrSWFaILEl4HBp9YxGapvAYJSHwOnPh2YoCP6FEknRGp7G0gDtWtvL07qN4nXYqC6aWwbMsk4Ho9yj1/hoAuhklmHiFQvdHsCydscQruG1LsCnl6GaESHIHHvsKFMlPNL2XSGoHIFHm+w2k8WpRIQSBYh/3fe46Fqyu50f/50WO7T172dfhl42saXB9STOv9Bxnx1CO4k+aQ37SMA0Ohto4G5u5jzWup9gfPM2hUBuvKLspsPlY6KtnZaCFed5aNElBvoCadEd7NwPRGBa5Sd3Lx06TyOQ8wrSuE3A5qS8MEEmliaUzVPh9BFxOUtkspV4vfaEowUSShaXFWJbF/NJidrR3Y2IS09PsHDnCT7rfojsxdEXSYRej2lnCQn/dtBOOPC3A2vxNLPItw6fmxsZ8rZDlebkWKQvGBUQcXFt0E3E9hgAc4339da4mAloBpmWiSCouxYUiVNYFriOih8ap/ubG2jbpLQ4mkjnPLp0h4HGysKqEjG4wGI7hmWLWejEcagMgSOldpPU+nGrLBS+dwKMtw2tbSTi9g2ByK92hfyDgvIWsMUJP+OsYVhxFyifPfg2m1cXxUD87h89yKjLIfH8Zf7HkTorsnokHxK342Vh4D2kzRcqIkzXTFNquzPt6P7CwSBtxPEoh9Z7VDCRPE9eDOG1+Gjxr2T/2HBnzfMVgxkyypuAhSh1NkwiZc72pfvxaKQPJ09S5V+byGEJhnu96jobepNjeSMZM4NNKaJDWsm3oB6SMGHb5yjw4IQQl4yHbYCbK6djsHKLvB3EjRVusj7OxPp7oeoMKZyHL81todFdS7ijAqzqxyzY0SZkgep5p0mZZFllLJ2PqpI0MKSNDwkgzlonQEe/nRKSLE5FOgtkopmUxl+KFtJllx+hRNhUtocFTzmJ/PXXucurcZRiWydrAAt4Y3EuTp5Le5DDrChawc/QYpmWyoXAh0WySp3u3kjGzNHoq+I/O12nxVqMIGdscic2xckLll4N09nzRhxBgUxWSmam3oRsmbYOjZHWTXae6WFBVMt7HDYurS+keDvHivhN86oYV2NSpjX3WGLrgeA2y5jl9URmbUkEsvR9NLkUWLoRQSGbbcNsWkzWG8dhWEcu8h2GGkeTJze42h8aC1fX86fc+y67XjvDKj3fQebKfSDCeI3v/kOGOqvnYNJVbK+bRERuj1V88pwlgRE/wSv+uORsfwzIJZWOEsjHaYr080/sOXtXFIn/D+DNahk91U1XoYnFF8QR787q6SqLpnFeYyuq8cvw0pmVxfVMdAZcTv8OOaVmUer04VIUzo6MEXE4CLicnh4d59dRJigo0XuzfwWuDe2iL9V7VqBTk+spX5LdQ4SiacT2n4sKpuC747MQ5ReuIT/LjU/2TvrPLduzypf2h021jxuO98MM/vLCdmkI/J/uG+V/3Xkexz00qo/NPr+zgLx+6CXWWIgGPbRkCCdOKE03vx+/YiCD3MgohsCmlFLjuJJY9hmGG6Yt8h6HYTzDMxDhhgqDQdTc2pYJyZ4RDwV6WB6p5sGYFeTbnJclxw9LpTbYxlOoma2XwqQFsshOf+kvuf7MsehPHGMv0kDXTaLIDx7hgtV8rodK1kJ0jT06sbpddHA2/wUDyFPm2cqpcSxhInGIgeRoLi9F0F4aVochex6nIdiAXpuhLHieqDzOYPEM4O0jGTOJUcjnVqwEhBA2eCj5Tfyf/cPIn9KfmJrT8fpBTF7ToSgzRlcgNwA7ZRpk9QL7Nh1d14lPdeBUnmqyiCDn3J8lY5GbrWUsnaWSI60mi2QTBTJSxTISRdJhQNnZFFX4d8QFOR3tYlt/EuoKF7Bw9SkDzMpIJ0xbtJWlmCGaipI0sDtmGW3YQN1KYWBwOt+FSHGiSihCCWncpp6LdzPPVoNlVBNO2S09CIpIkUHyOs1NMyUF74TvhHM+JprNZbKpKNJnG73ZcsO55RJJp/vXV3dQU5VGW7+WBRYsmBntZFqxoqODrL2yfKEiaGtOTiWtyCcnsWXQziCoHsCtVxLPHsayFqHIhocQbIGSUaTiIhRC4PA6uv28lK6+fz/53TnBkVxsn93fScaKPzGUUWX3QEAhG0wn2j/ZweKyPBm8BNnnmyIJlWbwXPMWZ2Nx4iy/5Pbn3J5SNsXX4AFuHD2CTVModhZQ7CijJC/BsX4x8zUu+5mVNcxGj6TAuzcEjyxdNMuwPL8+xCJmWSUJPs7GljGAmyq7QEXr1YbJFA2yNdtN35soUT2ZCqSPAjcXL5xxxOtMzwv5TPcSSaQQCu6Zw7bIGhBDsOtpJMJrAtCxsqsLylkryPA6OdwyxqrUSh13jdPcwoViSpU3lJNM6e0900z0YxGlTWdxYTkPFzK10k+7uWCzBH969iW++sgNjXJ3d67SRys6NWcalLUCTS8iaY5hWEixz0rslhELAdRvx7AkGoo8DBroZGl8qkee4nlLvpwDBpuImriluwiar6KZBUs9gk9WJEIgQgqgeJJgZImMmqXMvIpgZIpIdxav8sitrBSWORmyyB8sy8KiFOJUceT1CUOtejlP2ka9VYlkW83w3EM4MIQmBS8lDIHAp+RTa68YrdGtxKX4UYafAXss5kr5yZyt2yU2ZoxWnnIeFiVctxi67sSxronry4kH5whDoVMsvXm+Jv4HP1t/Jt848fVX6O+eKpJGmLd5HW3xy6EoWEhI5Iv9z3qdpmRiWeVVDRRdiJB3iSLid1nFPURKCcDZOJBOn0lmEbhl4VSfBjI1INk4oG8U7PhNe4KvlRCRXoGJZFot9Dbw19B7N3qpci8kcHk3LsgiN5LhFj3UP8t7Z3knh/mAswbsnOhmJxCn25/ZrUxVqi/PZ19ZLoc+NQFCa56VzOMjeMz3o5nkvQRKCioCPu1fNp6LAN3FI+9p6qQh4SaSzE7nbS44Nk2DylYliQMsyGU08PyGgbFkWqhxAEioZYxBFysemVhNKvYNhRrDQcdkWE03vndO98PidbLxjKatumM9If4jB7jGO7TnLsX3ttB3uJhpOzG0m8gHhRHiQvaEe5vlLMC2L0XQctzpzhC5r6jzbu+2qtG+cQ9rMcjbex9nx90cVCs5xzVW7rGGTVDRJxSarE1JxilDQLZ2MaeQiNmaatJElYaSI6Umi2SQmV9e7nAr3lm+i7DJo9vxuO/XlAZ7bdhRNVbh5dQtOu4YQUFcWYPvhCIfO9PHpO1aT53EwOBbjjb2nWFBXgsOucbJziLN9o7RUF/PC9qO0942xvKWCdNZgLJIzuvJcDafPaSfgcVFfHOD5fSe4aXEjp/tHKPa552SIZOGkLvCXaHIRDrUWwaUPjyJ5qcn7X7i0BYzEnyJjDKFKBRS4bifgvBVFyhk9RUjsGe3gma6DHAn1YZcV/JqLm8paub1iIR7VjiwUCm1lFNurOBJ+F1Vo5Gkzu/ofBIQQvDcQ5vETp+iOhdFNkwKHk3vq53FbbRMuVaPU0cJAIsYTJ99lR18XCT1LvS+fj7bms7JYwq+V8HrnCH+7+x00ScaunL81G8qr+R/L1pFvd5LSdV7v7OTHJw8SSqdp9AX4wpLVtObn8lgnxkb4xoEddERD6KZJjTePj7UuZlVJJZos0xUN80fbXuHk2Ah+2/mqZpeq8edrr2d5cTkCwbqChUgIvnP2+avWpvJ+YVgmBuYvdXA0sdg5eoQNhQvZO3YCp2ynyOanwObj1YE9FNp8FNnykIXM9pHDNHoq0SSF/aHTnIh0sjK/lVA2xjvDBxlOh/CrblJGmoJSP8zB57QsGBnINZM3lRXSMxrm7MDYRFWjz+WgpbyId0904rSdb1v59A0r+eeXd5DRDT514wpUWaIi4GM0Emf3qW7sWu65UhWJjG7w1z99A7um8pF1C9g4rw5NkfjH53Oe5h3LW3DZpzIAAre2nIw+MPHZa1tHPHMAgHjmyIRhVeUCIqltRNI7Mc0kuhlGk0uJpQ/g0hYyV4YeIQR2p43yuiLK64pYvL4JQzfIZg162gbpOjlAd9sg3acHGekPkoyl0bM6hmFimhbm+P8tMyfCbJm51p0LP1uWNWmduWI0FSdrGhwJ9tMdD/F23xk+0bRq2vUty+Ld0SO0xz+ocqUcspZOOBsjnJ26yEpM/Pdqmu/Lg0CwIr+Za4tm17G9EAV+N36Pk/dO9mLTFJY1n69rWVBfymAwSu9QmOUtOerFoWkKzRKpDO8cPMuv37ueebXFE5PT2Wp6JhnOj67PUT7dsbyVn7x7iO+8sZuAx8XD6xYjz6mqViLPcc2s60nCRrH7IxS7PzJOPXVeGeQc9o11sX2ojbsqF1HtzufBmhVIQvCTjr3sHunghtIWPGoeLsVH1kyzsfBudDOLXXb+Stod4nqGDeXV1PnyUITM8bEhvnVwF0k9y6Mti8maBj84tp9DwwP82oIVeG023uhq439vf41/u+l+KjxelhWVUefLp9Dh5NHWxXi03KDl1Wx4NRumZfF2z1m+f+w9PtK4gCqPn+fOnuDPdrzOd2+6H69mI5pNs6q0kkdbFyOExLt9nfz1rrf50zXXs6a0kny7g1XFFQSTSb6wZDW1vlyoTBKCao8fGO8PGzeeqqTyb+0v0PY+Q0r/mXE21kdPYpgHK6+f9Ew9VHX9xL9LHQE+UnntxOfVgXmsDsyb+HxX+eT2KLPYRJIFs9F5WpZF79lcCFuRJW5a0sRNS87zyEpCUF8a4K8evZn2I92884vdJKJJZEXm0bp66hdV4fQ6xnPkgmX1FSyrzw0uvW2DtB3o4H/eswlpvCfUsizaj3QTOtXPXz68eUomHkM3ObnnDL1tg2h2leaVd4B3vOVDq0MVVbQf6abrRIJMajWB0jwCy2px+Z34HDn+3MhYjBO72wiPLEKza9QuGKCisWTiOGbDufugqDKKKmNzQMvSGlqW1ky6dqlEhshYnHg0STqZIZ3IkEpmyGb03F869389o5PJnP/3uWUdJ/rnXJi0vriO6+3NRDIp6oYDrC+ZmQc3pid5e2g/qSuQ3roauFSh6ZePalcJj1XfhFuZW/vOlSAnMzj5u3RWp28kzJ5jnZzozPH8FvpdrGitmrIa/RwmDKcQguX1FTnFd0Xm/jULEIDXab9q+pxTYSq1coBT4UE2FTdSbPeye6QDj2pHETLFdh9JPVchFsmMciyyi5QRZ3n+DcT0CHEjQpGt8pduPDdXNyBxvgVheXEZR0aHODDUz70N89BNk6OjQ9xS05RbVwhKXR7e6eng2OggFR4vtd48/nDlJv5+3zucDI7wSPPiSZ5nNJNmS087m8prebBpIZosU+h08RuvP8Px0SFWl1ayvKiMlcXnyRDm5RdycHiAvYO9LC8ux6PZ+Pi8pQTTSV5sP8mfrLmOCvfU2ndCCFbmt+BUbPx7+0scDJ35Fb9mv1yYWLw2uIeNhYuump6NzanhD3gY6Q/NuJ5lWXSfvpSw+5JjNEye+MqzWKaFJ99NOpGhv32IRRtbePD378DpuXRAOrmnjce//DTr7lw+yWANdg7z/b/4GVWt5VS3Xlpkt/ul/fzkay9QXl9MdCzO1p/v5rNffoSSmkJM0+TgluP85O+fJ1Cah81lY6B9iLK6Yj7/dx9Fs2skokm++8dPMNg1Qnl9CfFIkpe+9xYP/u7tLL1hwVV7Z4UQOFw2HK73z1n96hM7aTvag55NzmFti754mF3DnbRFRlhVVI19mnIQC4vjkU5ORrv+P/UuTQWP4uQjFdfS6PnljNeReJp0NpvTJzVNZFlCU2TcDhuqquB22OgdDrPjcAct1cVzM5yWZXFmYJTvv72Xs0PnZY9qC/N5dONS5lUU/VKNUY07QKnDlysKEoIv7f05siSRpzn5TGNuFp82k9gkF3bZTSQ7RkKPYZcvrzrqakEWOYaOjGFgWhYpI8tIMk6tLw9NlhEIip1uemIhEtkMdkWlIxwka5pUeHKGSwjB0qJSfn3Rav5+3zbybA7urGuZmLjEsxnaw0HWlFShjn+Xb3egSBLx7Dh5xEWTHEWS8Gl2Ipn0eCWcTMDh5A9WbOSPt7/KV/dt5w9XbKLIOXXTsRCCed5afq/5YR7vfJUtQwdIXaVm5/8MOBRqoysxRI3r6vQ0CiGobimd1XBiQV/HMNFQAo9/+mdakiU+81cP4/DYUVQF0zTZ/+ZRvvsnT7Lm9mVUt5Zzcm8boeHIxG+O7zpNIppk2zN7aV3dQHFVrhBi8aZ5FFUGeP1H7/Dpv3xoUh9pLBznJ199nnV3reC2X7uObFrnrz76dd584l0e/tKdpBMZXv+PbTQsqeGB37sdza5yat9Zvvl7P+TYzjMsuXYeB7cc5+CW4/z5z36X4qoCMuksj//1U7zxxLs0LqvFkz871dmHEftHe9kZ7GJ9cS2nwkP0xEO0+qdWtknqaXaNHWX0KnC6/meGTVL5aPVmritehipdPZpUy7JIpLLEU5eOUe19o7y9v43lzZXsP9XL0qYKvC47axfWAhbNVUW09Y7QXF1EnvcySN6/8fK7PLRuMcvqyrEpMlnd5GBnH//6+i6+8vHbL6Fb+iCxqbhx4t9fbLmOwVQEy7IodfqRx2f/VtoGwTyqiirYPvgCZlJhft4a+NXYTtKGwT8f2sVwMkF3NEyR08VjLUvQJBlNknmoaSH/uP9dvntkH36bnZc6TvGRpgU0551Pigsh2FBeTSST4h/376DA4WJ9WdV4c71FUtd5u+cszfkF+Gx2tvS0I4B6f66S2DBNumPhiV6oU8ERjo4Osr68Cu2C++dRNf541bX88fbX+Ncje/m9ZetxKMqUxlMab1X5naYHqHeX82zvNvqSI5j/H5gzp40Mrw/s4dN1d1wWjdp0kCSJhgUV7Hvr+KzrhsdidJ7sY8HqqRXsz6GwMjDpvpXWFeFw2wmPRIlHkjz1jVfoOt5HVWsZQgiGe8dIRJJse2o3+SV+iqtyz5/dbWPzYxt58v88x+2fu4GS6vP9n2f2dzI2GGHT/atxeZ1YpsWa25dybOdpomNxVE0hGUvjX+TDk+dCVmSKKgtQNYV4JOe1JWMpJEWiqDKAw23H5tAoqi7g2I7TH/pezZlhUe700R4dJWlkOR4cmNZw6paBjEyxPZ/BVPBXmF381cGvunm4+kbuKd94WZy+c0Ema/DstiMcOt3HwobSie89LhuPbF6Gbpr88KU9tNYUs2lJHQ6bygPXL+a5d47yby/sYl5NMbevmzcrzeQkw5nRDSoDfmyKghCgKjIVAT9Z48oKM3QzSlrvQTdDmFYWSdhQpXxsSgWyNHVsWwjB2egwNe4AqiRT4by0bD0Vlon02hjKpilNbEBVJLIhFT44wpMZIQQE7E6ypklvNEK9L58S13l5rXmBIhYWlvC9o/sodLopdLi4o7Z50oB8rrL15ppG2kJjfOvgLup8eZS5vchCwqEo6KbJvx7eQySTJpxO8UjLYirHvdaxVJI/2f4aDkUla5rEMmlur2vmusrJjcVCCIqcbj67cCV/vettdg10c23F9LkZIQSqULirfAP17nJe7NvB9pHD/+W9TxOLA6EzjKRDFNmnbp24HEiSoG7e3Ag6osE4bUd6mL+qftpoz7nvI6MxhntHCY9E2fnCfvyFHqrnleMv9LLm9mVYpsXvf/uzeAMe3nziXR7/8tP80fe/gKIpk7a18ubF/OLrL7P3lUPc/tnzud2R3jGwLAIl/vGVobS2iJ0v7iceSVBUEWDxplb2vHKQpdfOI6/Yz0v/9hYur5PmFTmKyNZVDbi8Dl763tvc/PFNnNx3lh3PvcfG+1bh/pAR2luWNWeapyWBCooyURyKyvVlTeTZps/XeVUXn6y9lXUFC9g1eoxtI4cYSM0ubP5fBeWOAh6quoFri5ZedaMJYNMUHtm8jHULaugYOH9dq0vyqS6Zmtyg0O/m03euvqz9TDKcD65dxN89+zZ2VcFl10iks8RSaW5e3HRZec5cRZpJInuawdiPiab3o5thLCuDhYlARhIaihTAb19PsedhNLkYcYFIa2dslDf6T/BY3epL+BllIZCEhNtto7tnjPaOYTIZAyHgumtaLusCXE3YZIXHWpeQNQ1OBUf57beep8EfYHN1A5ZlsX+4n+29nfzV+s3U+vL4zuG9/NvRffzJ6utQLhoYVUnmkZZFPHv2OAeG+ylze7EpCsVODw3+fG6tbSJtGDgUhTKX53wGTkBHJMQfLN9AU14BdkWh2OnGqWqXHK8kBMuKymjJL+SZtuMzGs5zkIXEQl8d1a4S1hUs4N87XqYnMfRf2vvsT45wONzG9ba595lNCwFltYXkFXkJDkVmXDWVyHBifwfXhVbOqpSy/60jPPGV58gkMyy5bj6f/fIjFFYEkGWJa+5fzYG3j/HMP73Go398z4zbcfkcrL97BQfePsaGe1biH5c2SyfSKKoyKSdqd9nIprPoGQNZlbnhkXXEIwm++uvfQdUU/IVefu2vH5owtiU1hXz+7x7lB3/5C7b8dCfJWIo7Pncj1z2yhN7Ed4gEDyJLToqcNxNwXkci205n+F8xrSRe21LK3A8gCZVDQ7+BEAoSGrKwU5f3ezjUCtqCX6PQuRmvbUGOyCV7hs7wP2NYCexyOVW+T2KT5yaGYOjGnLhqBfBqz0lSkkHG1FlbVMPOwXZurmidNkLnVOwsyWukxVvF5pIV7Bo9xisDuxlIjV11YoEPCyQELd4qfrPxPmpdZVccng3HknzzZ9s4cKaPezYtvGT5wFiU/Sd72bSkYcr+5yvFpKO/dn4dqxoq6R0LE06kcNttVAS8ODR1zju3LIusMcxA9Ef0Rf8t18857aDaRSxzgIHYj6ny/w4FzjuRJS9CCHaPdNAZH+MbJ9++ZOK3ubSFpYEq8vNcPPLgarK6gSxJpNM6Dof6K6mqNS0L3TRQJRlNVmjw5zzljkgQyGmLHh4ZoMrjY2N5DV7NxnWVdXx133b+16prUMjlSGPZDG7NlqOKUlRsskJ4nPXDo2osLSrlja42HmpeRJHz0sHUp9lRhCDP7mBeYOrWnJSeRZYkFElGkSTy7Q4ODs+9NF4IgU91sbFwMUvyGnl1YA9vDb1HV3zwv5wHKhDIQqYvOUrG1NEkOffteM9s7tme+jOcp/+7kJM1v8hL46JKdr9+dNb9H9tzlu7TA8xbWTfjc73xvlWsuW0ZZw528PiXn2b7M/soqy9Bdmg4PHY+8Wf383ef/mdaVzfM2GohhGDDPSvZ9cJ+zh7uZOn1uaIdRVMwDGPSb7NpHUVVkJWcMc1mdPrbBnG4bNQsqKTzWC/hkSgWVq64SkBoKEJoMEzrqgb6O4boOdWPkV1Csf92qnyfJq0Pc2bsy7i0ZmxyCQ15/xNV9tETeZyB+NNUeB6jwHkDWTNEpecxZMmDGFes9NmWMBB7Co/WCkhocoCGvD9ElfMZS26jLfg1Wgv+FsHs7E2JeBpdnz18LKsKwWyCNWW1nAkP0xkL0peMzEkYwy7bqHWVUeMq5d6Ka3h35AhvD+3nbKyP0Uz4A+tR/mVCFhLljkKuL1rGXeUbcCuOqzI+e112vvSxG8iJhF+6vZXzqljRWnnF+5kOkwxn12gIRZJoKjuf2+gZDfPMnmM8smHJjA2hMG40zVG6Qn/PcPxZLHLl1pKwo8pFKJIXgYyFjm6EyJjDWFYG3RylM/gV0no/Fb7fQBYu1hfVU++ZWpWhwpULmYXDSQ4d6SYaTbF+XSPhcAI5IlFelvdLN54ngyO80dXG0qJS8mwOjowOEtczVHvH2z0Q5NsddMci7BnsocjhZt9gL6Wu8xSCoXSKrx/YwaqSSio9Xg6PDJI2DGrGW0ZkSWJjeTWvd7Xxz4d2cXN1I16bDa9mz3md460HdkXlTGiUCnfOW7DLCkVON6oskzF0Xmg/RTCdZGVxOdFMhn2DvawuvfyHTAiBV3Vxf8U1rC9YyI6RI+weO86JaBdxfS7ViB9eOGUbNa5Smj1VLPLX0+qtRrKGSaVPAqCp8zGtGHq2HYSMTVuObvRg6H0gFOy29RjGAFn9FAIFm23jxDPpyXNRv6CCvW8dx5xFQmuoJ8iOVw/TtKQaVZt+li5JEjanRuvqRm786AZ+8fWXueWT12Arz/VFl9QUsfmxjbz2o3doWl437URYCEGg1E/jshree+MoC9a3oNlV8op9mIZJeDRG/jib0VD3KJ48F06vA8uyOLT1BIPdo/yPf/o1imsKefZbr/GTv3+eJde0YnPaSMXTPPn3z3PTxzdx9xduIjgY5q8f/Tq7XjjKLZ+8FgBF8iCEimmlxv/txcLCZ1/KUPxlLLKUuu+lJ/IDhhKvUOq+l3NyhH77KgZiT5PUu3GqNWjy+dCcTS7CtNJYlg5iZsNpGCaRsRh6ZnbiF1WTuaa8kb2jPcT0NFo2zQ1lTXMef4TIteLZZY3ri5exrmABZ6I9E/3Ap2M9BDPROW3rwwQJQZmjgFWBVm4sXkmdu+yqhmaFEDPqQ0tCTKmicrUw6U18YvtBHlqX6+W0LIvOkRBPbDvA1uPtPLC2hWh6L8nsWTSlDLe2EJtSetHmLIZjP2ck8RwWaWThotB9P377RjS5CElyIJCwMDDNJGljgFByC8OxpzCsKAPRH+FQayl03U+Z00+Z0z/jwYfCCcbG4himSSiUIBROoKky5WVXnou6XPg0O8FUkn94bztpw0QRgs8vXMm60pxWnixJXFtRS1ckzL8c2kva0ClxuvmtpWsnZqc2WabC7eMHx/YTz2ZQJYnPLlzBksLz17nWl88fr7qGfz+2n7/b+w5pQ+eBpgV8vPU8q78mK3z3yD5+fjrn0bTmF/IHyzdQ6vYiCYkKt5d3ejt4vu0EFjA/UMRHWxa/73MXQlDqCHBPxUY2FC6iMzHIjpEjbB85zFhm5nDkhwmapFLvLmNFXgsLfLUU2/MptPlRpVzRlGlaIJeTyR4iq59GVZpQlApS6S0ochmS5EcoEonkM2hqE9nsMYSwkc68h6YtRIjcc6moMi1La8gr9DA6MHt15Rs/3cXmB1dT1VhyyYBsWRbJaAoLa7z1JCc8nEllJ4UahYB1dy3n+K4zHN99ZhLn68UeqMNlZ8l18/nJ/3meWChOfomf2gWV2J02Drx1lOseWotpmOx/6wiVzWV4891YpkVoOILb78ST70bVFIoqA4SGIhPHkYgmiQXjlNYWoagy/kIvLp+T0HAUy7I4PfZXZIwxfPZlOJTK8WMzAZNw6iCK5EOgIAuNEvd9dIS+iVOtx29bMT5ptOO3ryKY3IFDqUYIQTi1n57oD5GFi0rvJ5EukDKcDslYitGB8KwpTiEJbHaNCk8edlVFkxW6YyH8c5QUmwp2WWO+v5ZWXw3BTITBVJDDoTZ2jh7lTKz3qmhefpAQQK2rlM0lK1nkb6DKWYxdvjRN9J8dkz3O4RABt5NEOsPZwTEef+cAty9rpjcYQQgVm1JBxhgmlj6AaaUoVO6atLGMMURv5F8xrRQ2uYyGgq/isS1BMHX41GUtIM9xDfnOm2kb/UMyxiDd4a+T57gBVZ7d+LldNlqaSwkE3Dz+xA58Xgc3XDdv1t99ECh1ufnSyo1kxsNZkpCwK8qkkE2hw8VvL11L2tBzcmIixxB07so4FJWPz1vKg80LMU1zym1IQtCSX8ifr72BrJlrfbmQF1MSgv+49cFJuRJZSDjH+UYVSWJlSQWLCkvImiYCclW/8pUrrEhCosieR6HNz2J/Ax+ruZmj4Xa2jRziaLidhJ4iZWbImHOjcPygIAsJm6Rhk1U8ipNGdwXL8puY76slX/OiinG1iYuuhxA+TKsdw+hHVeqRJD9Z/TSmGUYIJ5LwkjaOY1kZQEI3elCVZkCHC8KDQgjmrayjurl0ToYzNBLj3//2Ob70jU9gd07uLbNMi5989QWO7z7Noo2tYFlsf3Yfq25ZjOeCvKgQAn+hl80f28i3v/T4JAJ5QzfZ8fw+IqPnPBtBZCxGeDTKnlcPcfPHN1FQls9NH9/Ez772Ir1tg4z0jhEaivCJP/0IsiJjWRaNS2t448fb+dFfP0VhRT77Xj/MkuvmTRQg5RX7aF3dwC++/jI9p/sZ7QsSGYsxb7xquNb/24wltxHJHMbCIJI5REfoG5gYeNRmKr2fhHEVEJtcTLHrdvpjP8NvWzF+3BJ++wr6Y0+TNcfQ5AAe2wLqlf9JV/jfSOl9+O0rmA1jQxG6Tg/Mup7NruL2O/lFx0H6E1GGU1GavEW80H2UP1x0w/t+n3LpAUGBzU9A89HsqeLuio0EM1EOhdrYMXqE9lg/CSNFysi9T7+K6lwBqJKKXdbIUz0s9jewoWAhzd4qbJKaUzy6Sl7fhZO782mRSz//siKNkwznvIoivvPGbjRVZigc55ENi1lUXcrPdh3BsrIksqfJGkM41AbsyqWhvWDyTXQzjCScVPh+G69t+aSCn4shhITAhs++jnLfF+gMfpmMPkAw+RZF7vtmPfiCAg8ej4NgKM59dy3H63Pg816dGPrlQgiBTVZmJHfOkV/Lk9pCLl6uCIFbmnmGJoTArijYuXRfQgjc2sy/l4TAoah8UFwdQgg0oaBpHjYULmJ9wUKiepyT0W7aor10xAcYTocIZaMEMzFieuIDe+0VIeNVXeOk8S7yNC8l9nwqnUXUuEqpcBThnEb/71IYyFIASQpwTrhMlosRwg3kQkOKXEZGaAhhHzesJ3A47kCIyflot8/JhtuXcnjHGbJzCAnuf+ckz/9gG3d8YiN2x/n7KyTBvb91M2UvFNF2uAssuO+3bmH1rUtwuCd7V0IIFqxr4q7P30jP6QHE+ITMMk06jvQw3DOZ1H/RhpYJ4yskwd1f2Iy/0MvJfWfxFXj4rf/7SWrmV0xsu3V1A7/5tY+z5+WDjPYFufaBtay/ZwWKmnveJUniC3//Md7+6U66TvTi8Nj54tc+TvPKOtJGP5ocwGtfzEjyTQwzCQj89pWUex5Bkc7r8ib0TmzjqZ+scb5yMvdelKEIJ4nsWRTJQ8YYwyYXkedYzVhyOyXuyZP9i2GaOeKJnjOzk0/YnTZ8+S6Chk6dJx/TMilyehhJxzEsE2WGsW+uyI0JMgoyDoeNMkcBN5WsIpyN0REfoC3WS1dikKFUkGAmSjgbI5JNkLWu/uRUFjIexYFXdRGw+Si25VHpLKLeXU6LtwrXVWb/6W8fwp3nwuG00XN6gGgwhs1lo2ZeBb2nB4iF4viLfFQ0ltB+pJtENElesZ/y+mK6T/bhK/TinUNv8FRGN6GncMi2aW3JpJH3kQ1LONw1gACaVhdS7Mvt9IYF9ciSjCoF0KUgppUap8qbjFjmIGDiUOtynuYcHxxJKHhty7ArNSSyp4im35uT4YxEkuzZ145h5FggUqksSxZVUV7+yw/V/jemRy4X6mZlfisr8lrImDpjmQjhbIxgJkYoG2U0fU7VJEokGyeqJ0gaaZJ6hoyVRTeNnEg0FpKQUYSELGRUScEp23AqNpyyHZfiIE/z4Ffd5Glu/JoHr+LEozrxqi58qhu7pL2vyZVphkilt2GZESThxDAGSae3AxZCqOh6B5nMHoRwIoQdTV1AOrMX0+gHpfmS7a2/bTHPf38rZ4/NTmeYSmR49rtbKCjxs+H2JRPGSAiBL+Dhpo9vmtM5yIrMLZ+6dtJ3qk3lY/979vdN1VRufHQDNz66YcrlsiLTuqqB1lXT9526/S7u+OwNk76zLINQah+RzGFMM4lLbUCR3MimjWj6OGeyX0GTAxS7bsOpNhBJHyCSPoxuRily3oJFlsHYq0TSBwGLWOY4suTGoVTTF30S3Yyhm5FZjSbkCpy2PLOPVGL2IjeX10GgxE9dWR4d0TGuLWskkkmyqaT+kk6AqwlJCPI0D3mah6V5jeimkZMby0RzQgTZOCOZMEOp4MTnUDZGNJsgbWbRTZ2spZM1jQlecEUoKEJGlWQcSk7tx6068Sq596bA5qfQ5sOjOvEoTgKaD7/mvqrkBRfjxJ42ahdUUtFYgqxIKDaFd36xm/K6YmQl582++9w+bvzoeo7vOkNRVQF9bScpLM8jGoxz+mAn1z+4dtb9DKVDDKWCtHirUCWFnsQwv+jZymfr78AhTz2pnkS5l+92cs28uktWumVJM7IkcGmtOLUmJGGbsjItR/psoclFKNLUNG7TQZHy0ORCEtkTZIzZZ3sAkWgSy4IVy2oQkuDosT7CkSRlZf5fidf535gdOc9cpdQRoNQRmJjt6ZaBbhkYpjFB6m5aFpZ1TpvhHM9kTnHmnGKMQCCNtydJ5P4vi1y1sCzkSTSIVwpJ8uOw35KLlAg3YOKw344QKkK4kSQvslSMEBqgoSj1yHIJ0xGZe/xOHvjNG/nKb/9w1iIhgOG+IN/+85+jajKrblwwY7HQfy5IFDivx29fCeQKhCxTQzEqacj7XyAMBNLEmFLg3IzfvhqBQJX9CBQCjg347cvHt2chCxeK5KLC+zFMK41AmTX9Y1kWB7efYuerh+d01N48F8WVAfKcHkqdvpxwtGleFaKMy4EiyRTYfBTYctfHsqwJ5SDDGn+fxv+scU1a69z7JJj0LiFAQppo+ZPPvU9CnjJ98Us5P1XBV+Cht20QWZaxO204PA7SyQzxcILwSJTIWJR5axoZ6h4FBFUt5Zzcd5Z4OIHLNzMjznA6xGgmgiQkehJDvDV0gOFUaEbugjm9eed0OGXhGr8pEZLZI7i1pYgLKqXOe6GCuaoenId0wW/mFrjLy3MhBLzx9nFkWYAlqK+buhL3v/HhxLkXURUKKgr88sipLhtCKMjy5CZqWb5Q+9WOLF8YHpURwjvD9gTLrmll7c0LefflQ3MSaQ4NR/nKb/+Ah37rZm78yCoCpT6kD5BL2rIs4pEk2bSOL+CeMxn75SDn9eQM3TlseW4fe948xvpbF1O/oIKCsjykcQpARThRpMmDoSr7UfFfsm1Nnrrp/WJYpsXZY7185/95ak6hcyEJalvL8BecDwUKLqW8vBDhRIpwMkVV4NLjvJq4MLz7nxGWZZGMpQgOham1clKMkiLjK/AgqzKZdJYtP9uJr8DDR37nVjJpHcOw6Djaw6qbF6HaFGRVprqlnDMHO1m0sWVGg68KhYHUGO+OHOFMtJdNhYtIG5kZTdj7mrJaloFhJi75XpMLAUHWGEG3ImjMXeLLMMNkzSAgocoF49V05wbWcz1xJpYVQwgbQthwOW2sXV3P2fZhUqkstTWF5OdPzbn63/hvfBjh8Tm569PX0HGif0INZTakk1me/PqrHNt7lhs/sorVNy2clPe8GjB0g/7OEY7sauPwzjO4vA4e+/3bZiViuBpIRFM8890tHN/Xzs5XD9O8pJpF6xpZvKGJunnlaLbZ+zAvB6ZpcupAF9//2+fobZ+bhJ6iyiy/tnVuZAqmyfG+YbaeamcgHOX/uXfzlR7yf3mkExliwQRCyhWv9Z4eoK9tELvLhmZXcftcpJNZhnpGqVtQRc28CkzDJJ3MMtof4ui7JxnsGqGgIh9DN1CmFWOHKlcRkWyMUDbO7WVrKLLnMZQOzZijvizDea7BW5H8+OwbLnlo3NoShuPPkcyeIZE5gUOpm+SRTr9dg3jmGMnsWQQybm0hevYgptGNZr+N8x6siZ7eBpILzXYNY8E472w/hcOuoqoyb759jOXLaqmtmVm9+79x+chJ8uQ0DC90jAS52fe5Ht+5XvdzCgWmlZPNmiq8dU4GSB+v/lXkuYeKJo7VtMYpCXJ0d5KYPnSbO6bc7yQhkKW5hXkty0I3TSwL5Fn2cTGEJGhdXsstH13H4199cU65NYB0MsPeN49x+mAXrz6xk+s/spIV183D7XUgLjju2Y7j3DW2zFwYb6Q/zL4tx9m/5QSdpwYIDoWJR1M43XY2P7gaj/+Dle2zLIu9bx+n81SOkCMeSfLe1hMc3nWGlx7fTnldEWtvWcTK6+YRKMl522KO9+ni/VgWGFmDrc++x5PfeJXe9uE5hcwBCsvyWLLh0rz1xfvI6AbPHThB+8gYN85r4F+27L6s4/xVwBwP9c6lUleQy5HOdP1Ny0S3zDmtC+N5+0Ivd//GZuwuG5IsKKotwJ5nx5/nQZIl1ty+lEQ0idvvQpIlVt60iPBIFJfPgazINK+op3FpLQ6vHVNYZE1j2n3LQmahrw7beNuMbhoU2fNmDLnP2XBalknG6CeYfBtZ8uC1rbykjzPfeSM94W+SNYfpDv8jNqUclzYPSUxftWhaaaLpg3SHv4lpxVHlYvIc16OnXkBRcwwg6eQvkKRCVNsmEArmeA40mczgdGjMn1eOEHBKkkinP1x9TvFkhqHRKKl0FkkIvB47hfmeKQflVCZLT3+ImvJ8lPHweDyZoatvLFcQ4HNSkOeaFJobHIkyGopj02QK8tx43fZJ202ls/QOhshkDfxeByUF3onl6YxO+3glpc9jpyjfgzxFKM6yLHqDEV48cJIdpzppHx4jlsogSxKFXheLqkq4cUEjK+rK8Tpm75ODXNjqT3/2GnvO9vC1x+5gTWPVlOttP9XBn/3sNRRZ5onffoR81+wM/oZp0jMW5uk9x3j18ClGowm8TjsbW2p4cM0i6ovyUaapbP7Wazv44bb9XDe/jj+7/0acs1Qon8Of/fQ1Xj18msc2LOU3Nq/Bpsx9TqpqCvd85lpGB8M8/+9b0TNzZ4wJj8Z4b+sJDmw7icvrYNH6JuatqKW2tRxvvgubXR2nyhNIUo6dyjDMnA5lWicWTtBzZpBTB7s4ub+Dvo4R9Ix+Cd1cIpbijZ/upmFB5eVnYS4D0VCCt5/aSyKamvR9Nq0z2D3GYPcYB945yXftKtXNpSzd1ELr8loKy/ImpMRsDhVVy9EDXsjgZBi5/tZkPE14NMaZQ128+uROTrzXiTEHlqBzkGSJOz+5CYd75mrs04Mj/OuWPRR53dy+uBmbopDK6LSPBCnyuHDZPpz9jaciffzN0V9wNjZ7rUmDp4SvLP04hfbpUxJbh47zl4d/SoUrwPfWfHFOj48kCXwFuUrqYDrGlzuf4d2Rk3x5yUfZQCv+Qi/+wvP7tDk0iirPp01KanIpu10jp/ib7b/Ap7r48pKPUu4McDHaor30JkfYWLiI07Fu5ntreX1wHx+vvgnHNGTvc367TStFNH2QeOYY+c7NBJNvUex+eJJHqckllHo/QXf4/5LMtnF65PcpdN2D27YYm1JxnjnI0tHNMCm9h1jmIMPxp0jr3QgUSj0fQ5NLSAkZw+hH0tswMvtBXQikMc0xhMiVPQfy3eT5nRw+0oMQoKoyRYXeD5W3efhkL6+8c3yi1yiTNbhxXTPXrm68ZN3+oQh/+o8v8PU/fYCAPxcSGx6N8uwbh9F1E9MyuWXjPJYtqJzIpRw80cO+I91kdQOfx8FHbllCWZGPc2oqT79+iH2Hu3A6NNKZLL/2wHoaxx+qaDzFM68fQjdMslmd69c2s25ZHcpFxtO0LN462sY3X91BeZ6XhpIC3DYN07IYicZ580gbrx46zYNrFvHZ61eR55q9LN0iZ+D0i2jcLoQQgpayQlrKith5potXDp7ikXVLZt7uOHHHl595iz1ne2guLaS+OMBINM4vdh/hcNcAf3TXtSypKbtkRimE4KbFTfxszxEOdQ1wrGeIFXWzE7ILIbh35QJePnSKHae7uHv5PGqL5pZbOwdFlXn0d28hGoyx9dn9c8qzXQjTtIiGEmx/4QDbXziAkAQenxNfgRuXx4GqKSiqnCNHSOvEI0nCozGiocScvax3XznEw79zM/7xAW3K47CsCaGC3OecpyGEmOgtnq5gy7IsTuzr4OSBzlnPNZXIcHJ/Jyf3dyJJAn+hh6KKfIrK88kr8OD2O3G4bOPVxwJDN0jEUoRGogz1Bmk/1svoQGiuPO6T0LykivW3zU4YcqCrH4emosoyLx8+jWlZ9IejPLXvCHcsbqWppGDWbfwqoEgykhDoloFTtlHmmJ6JrdyRPyu9oGVZueI/8/3x8FqAMV48aF7mDbMsyJq53073y6xlgIDe5DCvD7xHi6d6VoL/ORvOHOOPTtYcw6HUTVP5KihyP0Aye5bh+DOk9A56wt9AlQtQpfxx5iAZi1yOVDfHyBqjWOiARIHrdorcDwCgamtJxf+dbOpNFG05evYw2eBrCCkfh/s3cuuoMgsWVIA1XsSQyEyU6X9Y0FBdSFmRD6/bgW4YvL79JD98ejerFlcjSxKhSALDyN2kodEoum4wNBrFaddw2FUqSvx84dFN6LrB/mPdvPj2UUoKvVSU5CqHN66oZ/2yOsKxFM+9cZjn3jjMZx5ch6LIdPSM8vKWY3zpczdSXODlyRf28dOX3uOPPr8ZSZLI8zr5wqMbMQyLU+2DPPXaQUoKvDTWFE56UQSCxtIC/uTe62ktKyTf7cSmKFhYRJNpDnT2889v7ORnuw5Tnu/lo7MYt4thcWmD8zkEPC42ttSwt72HN4+2cfOiJvLd03udumHyi91H2N3Ww+1LmvnUtSvwuxzEUml+vP0gT+w4yJM7D1FfHMDruLRPq6E4wLrGKl48cIo9bT0srCzBNkN+5BwWVBaztKaM99p7OdjVT3WB/7KLdlxeBx//0h0oqsKbv9hDNv3+e/Es0yISjBMJxt/3Ni5GcCjC7jeOsvnBnJLE1r523ulvJ2B3cU/tfOJ6hi29bfhtDu6tW8B7w70cGu2n3OVlWWEF7/Z3EMqkqPXmsbG0dtK1tyyLZDzNnjePzkp+fzFM02JsMMLYYIQT+zomvheCiWIm07Bm5OidK3wBN7d/YiP5RbNP0G9d1My1Lee7FEzLQpYEj65ZMufIzK8C5c58biheSEd8CIeicX/VGhb6q6f0FDVJwXOV+zd/2cjT3GwZOsCxcAdFdj9/f/JJCmy+GQu95m44hY18xw3YlWo0pZgC+c4pmFUEqlRATd7/QpULGI79nKwZJGMMkDGmY+KQUKUAha57KPN9DlXK5SdlpQmX939jYSCEDctKYRpDyHIxjDeTDw6FaWsbYvWqeoaGYjz5s11s2tjMyuWzq3z8slCQ54YLquCXLajk6dcOMhZKMBZO8JV/fR3TslAVmUxWZ2g0yj98/y0+99B6li+oQkgCwzBIpbPUVxWy62AnpzuGqBhXnJBlmXgiiQDWLKnhGz/aysOJDH6vgwPHeigu8NBan6Nqu3FdM3/77dcYGo1RMu6ZW6ZFMpWhvNhPebGfQyd6aaienCMWAlbWVbCyruKS/F2Bx0VVgZ9gPMnXX9nOu6e6uGVxM/kuB6f6R3j72Nkpr0sqm6VzJETWMHlh/wkOdw3QWlHEhuaaSS+oJAQ3L2riiR0HOdk/zJ6zPdy0sHHaQSucSPHz3UeoDPj4xKblNBTntCoL3E4+c91K9rR188aRM3xi4zK85ZcWr0lC8Oj6pbx6+DSvHznNHctaqMj3zTpI2lSFh9Ys4r32Xn6x+wibFzZedihOCEFhWR6f/bP78PidvPT4uxNalh8G6FmDrc/sY+MdS7E7NVryCjkbGWN9aQ1+m51Do30sL6pgS+9Z+uJh+uIRrimr47mOY6wvqeGGygaGk3Fe6TrFmuIqtIvIQgY6R9n63P6rYuAg5zQY+tVTG7E5NG756Do23LYUeRa9RgCXTUM3TEKJFOFkElmSuGfpPFw2Dds0v4+kU4RSqUneUYHDiVM9z76W1nVi2Qx5dsdE1MSyLAbiMQqdzokeUsM0CaZSJPUsdkUhb1z03rQsQqkk8WwWm5wTtr/QSDhkjYdr1hPTUzzRuZ1nevbQ4i2nxTs3ZZnLhWVZRLLJaRWWcoQOuVB6XE8TyiZQhIRLsWFYJjE9Pe22Y3qOjtK0TCLZJKFMHJus4riABrDcUcCn627DsEw0SSaaTeJWHahievN4GYZTIAsXHtviXMXrBdWuF6+nygGq/V/CZ1/LaOIlkpnTZIwhDCs+rsepIgsXmlKMQ6kj4LoNv30D4oIDFULCNCMIqWi8b05Dki6OowvGggneO9DJ0FCE+fPKcVzl6sKrAcM0iSfSxOIZdh/soKjAQ0Gemzyvk8bqQlYvqeHmja109I7xx199jr/5/bsI+HOtPyfPDvKTF98jldbxuu0MjUbp6B1DN3LFHK+/e5Itu06jKgr5fidjoTgdvaMs8VYwOBql4ALmjJJCH6l0llA0QXGBh+7+ID94ahexRAaPy0YylSGjG6QyOk77Bew0QsxI8C9LEgsri5EliUgyRSyZJs/p4FjvEF9/9d1Zr88z+44B8MDqhaxvqr6EnDnf7eTu5fP46ovb2H6yg3WN1XgcU+eX9rX3Ek2luXZeHSX+81qoQgi8Tjtrm6o5/c577GvvpXUKwymEoLYon2ta6nj18Gn2tPVQkT97T7IkBAsqS1haU8bes70c6uxnbVP1rL+bav8uj51P/tGdVDQU88x3t9B5sn/O4dQPGl2nBzm+r51lm1oocnpYV1LN/uFeCu1O4nqWPJsDv83BYCKGaVn4NDtu1UZcz5A1TXYOduG3OVCnIAjoPjOQixgJrkj/94OAZle59dF1PPjFzdgcc6vqPdE/zLP7jxFKpFBkCcvKeZ11hXncvXQeRd5LWW1ebz/L3767lSXFJbhUDQQ8umAxy0rKMMdDnQeHBvjp8SP88fpr8NnsE2mgX3vuKb59+11Uev1YlsWR4UF+ePgAhmUhIbinuZX1ldV0R8L84+53yZomGd3gk4uXsrZico2BKil8qv46Ekaa53r38pXjz/DH8++n3nP1xY51y+Bvjv6C6DTCELpp0BnPVTs/3rGV5/v20eAu4dP119ObHOObp16edtuRbIJoNkXSyPDV489ik1VuKl3C3RUrJ9ZJGmmOhDsIZ2M0uiuodZfSlxyh2J6PPE1G9rLbUSzLIjNOzl7kfnBadiAhJPyOTXhtq8gY/WSMQQwzjmVlEUJFltxochGaXJYjVLhosDSNATKpl7A5HyPX43kpCgJumptKiMVTXHtNC/FYeqKo5sOEkbEY3/zRViKxFEUBD599cD12W444/NG7V/JPj2+lsaZook/tHLK6wctbj1Nc4OWBW5cyGozz7R9vIxRJYpoW/UNh3nj3JPdsXsyCxlIOnuhl+3ttjIVy4bls1phUBKOOc4rq44Pwq9uOo6oyv/fp60mmM3znJ+8SjaXQ38csfTSWxLIsbIqMpsoIAUVeF3kuB7Ik+MLmtZP0CRPpDL/Yc4SzQ0EeXb+E+uIANYXT51JuWdzMD9/Zz47TXfSMhWkpK5xy3RP9uRes1O/BdVHbgipL1BTm3P+T/SMT1bYXw6GqbF7YyLunOvnprsPcsax1VkV4gEKviw3NNRzqGuCnuw6zqqHysnRsL4SsyNxw/ypqW8p49YkdvPHzPXOuuP0gMTYU5vDOMyxYXQ+KRIXbx4udJ8iYJg5ZJZJJE0wnKXa66YqFSOpZwukUTkXFsCwWBUrZ3t8x5b1btqmF3/67h9nzxlG2vXCA8GjsV3CGlyKv0Msdn9jIXZ/ehNM99xDrG8fOsLK2kvWNVdgUFbAIJ1M8sesQJwdGpjSc11bXcGZsFFWW+fyyFdhkhYxh8N0D+zgxknu2R5MJOsIhvntgH7+1cu2UFJ66ZfL86ZOsKqvgtoZmdvV288yp4ywuLuWZU8ep8Pj49JLl7Ojt4t8O7GNpSRn2iwrabJLKJ+quJWVkeaX/AF8/9SK/03w7te7iy7uAs8C0LA6FOghmZk8rtI0XLBmmScbUiWQTvDc2dVTrQuiGwZFwNwAL/JMnCd2JYTrjA1S7Snhr6D1q3bfzzvBh7i5fjzwNQf376uNU5QLynTcxnUE7B4FAlhw4pDoc6qWMRDMhk3oDPXMA07xUHV2z3YCiLUFVZaqrAnR0jnDoSA+V5XkUFE5fuPCrQr7fxeceXk9b1yjPvH6I4bEokKtIrqsMsHFFA8++cZibNkwW4TYMi76hEHfdsIiCPDd+r5NFLeWEIrke2tFQHE2VaakrJs/nZNWiagry3BMG2G5TGQuf77dNpbM5+SlVwbLgbPcI65fXU1zgwTQtVi+uYf+xnhnP5VzLxjkmH8M06RoN8+SOgwghWFxdRqHHjRCCJTVl3L60haf2HMWyLO5e3jqR9wvGk7x7upOu0RDrm6pn9c4KPS5uX9rCD955jzePttFUWjClF9wXDKNIEl6H7RKjJQmBz2lHkSUGQtNLNUmSYFFVCQsqS9jf0ceuM11sbJk9/K/KMuubanh233EOdPZzuHuAJdVls/5uOiiqTOPiKioaitl01zJ+/H9f5cR77aST2TmRJVxtSJJAUWV624aIhRLEXRZPnT1KgcOJV7PR4AvwWvdpar35lDq9VLn9PNN+jGVFuRDfWz1naI8EWVdyaQW1EAJPnotVN8xn0doG7vnMtWx55j22PLOPod4xMmn9l37Oqk2heXE1H/3dW5i3qh7NdnnDpcumMRyNk9YNdNMCyyKZ0YmlM6jTEEnkO5z8xvJVfGXnNn50+BCfWLQEWZIwTJNyr5e7m1o5PjLMS22nuLupddrCHNO0ODE6wm0NzThVlWqfn6Suk9J19vT18hvLV+G327mmqoZv79vDQCxKjX8ys5IQgoDm4fONm4lkE2wfPsm3T7/GbzffTqnj6rGzaZLCuoJmXu4/wH2Vq7mvcvUkKr9wJsE/nXqZfcGzfKn1blYVNKJJCgHNQ8yeosFTQld8hL9e/MglRv3AWDvfOPUSXtXJl+bdQ4nDf0lOVrcM8jQPzZ5KjoU7aI/3E8nObMQvqx3FMKMY1vmBOGsMocqBSSHWqwXVtgpJvrR0GEBIuYrFcCTJlndOMjQUoazMz9BQhHgiQ2tz6YemstayLBRZmsghDo1Gee7NI1y3pgnIPZzXrm7kX57czv5j3RcVyYBNU0mn9fGKXJ1gNElZkQ9ZllBVGcPMldlblkUomkTXDcqL/QBUlPg5eroPw7RQZEF7zygel43C8fCtw66RTGUneipHgnGKAm5sM1C5ZXSDX+w5SiSZIpnJ0jEc4kTfELIkeGD1Qj6+cRnyuOF2aiof27CUY71DfG/LXhpKClhWU/a+7o0iS9y0sJGXD53iqT1HeGTd4imLhOKpLJIkUJVL1V5yaQQZVZaJp9NM63ICZXleNrXUcqirn5/vPsLKugrs2uwhuqbSAtY1VfPkjoO8eug088qL5+StTgchBE63nYVrG2lZXsvxfe288dPdnDzQyUh/6JK2jasNRZXJK/QSKPFRN6+cNTcvYv6qOhwuG3nAby1cN7Fugy9Ag+/8O7ussJxlheUTn++pnT/r/oQQOFx2yutsfPR3b+Hez13HkZ1nePflQ5w92sPIQJjQSPQDM6KSJAiU+KluLmHdrUu44SMrUTXlfT2zH1mxgMd3HOBPn3oNu6qCZZHWdTY21bK48mJJxvNwaxq/tXINX9mxjdfa27i1vpFb6hv53sH3yBgGJS43blWjyOWasdewOxLmpbZTDCdi7OnrY15BEXl2O2OpJF5bLtWhSDI2WSaWmTqacc54/tG8e/mTQ0+wdegYTsXG7zTfjk+bvTVsrvhc42ZOR/t5c+AI1xUvZGlezcQ1d8o27HLu3QvYPJQ78ieWVbsKeaR6A//35Iv8tGsHf7HwIfJs5z35nvgokpBQJJkSh5+KKdpRqp3FtMf6+X77S2RMnRf7dnFLyUps0vTv+9wNJzqR9F4yev94eXAEu1JDnuMa5HHDmWuYzY1G4gqbvWSlEVm5tGXjQiQSGcpK/RQXeYlGU2QzxgfZYva+0NE7xqETvTTXFmGzqZztGsHnPT/jEULg9zq4fk0TP39lP+kL2hAUJedN7jzYTnV5Pj0DQTp7R7lxbROyJCgt9KEpMlt3n2Hlomre2HGCwnwPlaW5mePSeRX89OX9bNl1mtrKAM+9eZhl86vweRwTy7ftbWN+YwmRWIr9x7p56PZlaDNUJqeyOt/bspe+YK7yUZEl5pcX89DaRdy8uGlS/6IQgvJ8H5+/YTV/+B8v8qNt+6nM91Hkm12x4GIIIaguzGN1fSXP7z/O64fP8ODaRZesZ2FNcG/OhFm1FoXg2nl1/HTXIY73DnGke5AV9XNrTbl7xTye2nuUfe29dI4EabwKbQdCCDSbyuJ1TcxfVU/H8T7aj/Vy5mgPZw520dcxQngsdsUGRQhBQamf0poCymsLqWoqpbKhmOrmEvKLP1h6v4uPA8DptrPqxgUsv7aVoZ4gHSf7aT/eS8fxPnrPDtHbPkw6eWUhbEWRKa4OUFlfTOPiKpqXVNO4qBJP3pWxkHkddn79utWMxZMMhKPIkkRFnhe3feb+TyEEBQ4nt9Y38vyZk2ysqqbK52dlWQU/P3GUG2vrLz2uSz5DlddHodNFfyzGwqJiNlZVo8o5Q5k1zvWt5sg71Gn6ms8dj19z8VtNt/J3x57m1f4DVDoDfKLuWqSrIE4thKDA5uWx2mv4hxPP85221/ibxY/i12ZnqZKFxKaieRwKdvLawCGe6d3DI9UbsMlzZ5fyqE5uL1tDVE9ijrdMuZWZVbYuo48zjYWB174SkIikd+Ozr50kDJvR+zg18rvkOa6nzPtrSLMorc+EnOdlgJUFYQE2LgwNCyEoLPDg9+VOsKt7FEmSqCifPk/2q4DTrtI/FOaVd46jGwalhT4eu3vlpHWEECxuLefgyV7au0cnhnxZEmxe38KPn9/LV77zOk67xm3Xzqeptjg3E/S7eOC2pfz4ub28sv04ZYU+Pn7v6gmPsaTQy6fuX8NPX3qPdEanoaqQj9y6dKKYYOOKenoGgvzD999CVWRuXN/CsvlVM14/l03jHz9+J+msTjiR4t3TnWw93s73t+yjwONkbWP1Jb9fVV/Bw+sW8+9b9/HSwVI+un7J+7qWXoeNjS01bD3RznP7j3PrkuZLioTsqoJpWRP9oRe3PBimiWGaODR11kb+inwf182r5wfb3mP76U4WVpfMidigoTjAhqZq3jjaxoHOfuqK8t93rnMqKIpMw8JK6hdUsCGxlMhYjHg0xUhfkPYTfQx2jzHSH2K0P0gsnCKdypJJZdCzBrIqo6oyDpcNt8+JN99FfrGPovJ8SmsKKK0K4Ml343LbcXrtOC8i1LgYlnWen9rCwLJ0hFAQyICFaelIQobxdjbLMnPjghBgmZiWgSSUWRnGZEWmtKaAkuoAK2+YRzycJB5JEg3F6e8YoefsEH0dw4z0hwgOR4lHkqSTGfSsjhASqqag2VVcHjvefDd5hR5Kqgsoqymgsr4YX4EHt9eBJ881obxxpYinM/x87xG2nGwnrecmxAG3k7uXzmNjU82UxsocZ+iShKDM4yWYTJIxDCQhuKG2jvcG+tjS2T4R1ckYBls62/HZ7ZOqUmUh0VJQiCIEjy1YPMkzrfXl0RkOs6S4lP5YDISgxDXzZFYIQaOnlMdqN/G1E8/zi+5dLPBXsSJ/CiP+PiALifWFzRwOdfJc716e6NzGZ+o3z9ojCuBRHXyq/jreC7bzbM8eFviqWJ5fN+fjGk6FeLp3GxlTZ76vhr1jJymzB/hI1bVo06i/zNlwnjOQo4nXEULCrlSjSJPj3PHMMWLpAzjVJq60LM40ekjFv4eePQRCRbNdh931cQy9C6wkirYYdXwQsCyLpsZctdeHyWgCuWKgh9ZjjFfESUJMyc6jqQqfum8NH79n1QSpvhCC4gIPv/XxazHNXCO5LEsTOUxJEixqLmdeQ+nEyyZfwJYihGDDinrWLqnNyXFJ0sQLJ4TA53HwuYc2jB+bQBlnl5kJiizRWl40EVJe11zNstpy/vaZt/mrp97iW5++h+rCybkSRZJ4YPVCTvQO8y9v7mZxVSm1RfmXfa+EEKxvqqGxJMCp/hHeOdnBrYubJm2nyOcma5hEU+lc39yFhhOIptJkdIPSvOmZTs5BkgQPrV3ET3cf5p0T7dyxtIW6ORy3JASPrFvC28fP8uL+E9y4oAG/c2YD9H6QC2vm2HIsy/r/s/ff8XGd6Xk3/j1tesdgBr0DRGHvTSRFqvfVaqXd1RbvutuxHceJnfiNndi/vE55E8dx4l62evtKq94pURR77+i9YwYYTG/nnN8fA4IE0SlC0jp76UORwJw+z3nu527XRWVDEZvvbrxBo6fruR7nOd7F60oYueL4XItR7s+NYy8FwcQRZNGOw9hIIH6YeKaHjBaiyv3rBOKHiKbbkAULhfYnCCYOk8yOYJTz8Vvupyf8ddAFHMYm8syzKTznu2dZlnDm2XDm2dB1L3XryqcNDlP3jj77rmfcM8IUVR/T936n8cNTl0hls/znp+7HaTahA73BED88dQm7yciWytkRjMujI7zW0cZ6fwHtE+P4rFZMU207ZlnhVzZu4ZdeeYHG/FxFuCyKuM1mvnXpPJPJG2F7SRD41KoG/vTEUVR01uT7KXe6KLDZeWxVPd+6eB5FkjjU08VDNXXToduFIIk57+5ksJ2XBk7z0sBpVjvLMMuLdDIs8dFaJCNfqNzL1cl+Xhk4yyp7MXv8jTMINeaD3+TiX9Y/zH+8+AO+3vku5dZ8vEb7tPrLQhhKBqmwFlBozuOF/iP8q/rP8M2uN1A1FeYxnEteBouCgsd8D3770/htn8FrfWjWzcTSLXPqdN4OMql3kJQGHHnfw+7+S9RsG7oWRVO7UbPtM7YVbnrxP2kQpoyZQZExKDLyVO5tTs7Eqe1m9lAKyFO/VxRpVuWtIOTyeTcf+2aIgoCiTH1+C9frzGuTlhWGu34PiiRx16oKqvweAtEYJzr65tzW57Dxhd0bcJiN/NnrHxCIxBZscZkPdrORxzY1EkulOdLSTSQ5s4frelh0ZDJK/Bb6xUxWpScQAqCuwLuk99nntPHA2jrahoOc7R5cEnOJIAhU+TzsqqvgXM8gVweWJpP3YXD9+xAlEUmWkBUJxSCjGGUMRmXWH8UoT7EJ5cbN9QXZct+j3PuuIwoG8sy7ybfuB3TSahBNT1NsfwqNFAIi+ZYD+K33k8gMEMt0YpaL8dseIKOF0PTbC7cKQs4ASpKILEvIijx134vcs3L9nldOKmsykaSpyE++3YpRkTHKMuV5LnwOK/H03NSgtXl5bC0q5mpgFIMk8UsbtswQpvdarPzLbTvZUVyKQZIRBYHNhcX8i83b+OKa9dgNxunnUufx8q+27ULX4dhAHxNThnVncRmfrm+iOTDGxoIiPr967ZKfgSxK7PM3YRBluqKj9MUDS3waS1sU+U1OfrHmHlJahh/0HmUwMT5l/BbeXxAENrgrebRkMxdDPfy47zgaOtcFCBeCSTIykAjQEu7Fa3Ty/ujFHAPWYqHauVhb5vqdIIhTCii3IrfKi2daudnTXE4j8+yLFOB6IZKuI4oFaFqQbPosinHvko/7M9wZzPwub3gmkFuJCoKAqunEUvMXGWysLOLTW1fz9++e4oUzV287JnF3YzV/d/Akp7v66RqdYG1ZwfT42VRRjCyJXBsYYzwax2a6IVqdSGc43dGPUZbYWLm0aldZFLl/bR1vXWrjJ6ev8OjGhiWFXe1mI/saqzjW1ssPjl9iZ+3yezo/6dCn6PWu/1snTTzTjSiYEKaCWYIgIQpGMtoE44mTCIJEnnknup6d0vXNRVd0ls4V+9OCAw3V/ODUJV671ILbakbTYSwSxWe3Ueufu/DRLCvcXVHF3RVzdyGIgsC+8tkV3rUeL7Wembl0SRRp8ObT4J05ZyuSxIM1dTxYU3db91Vh9SEJIhPpKOPpmS1Duq6TUNOcCrZTYy+gyOyZ0sld+uJkk6eKJ0u3853uwzzXe4JnK/cgLSGXapYMPF6yhcuhXl7oP8VaVxlGUZmV/r0VZRYfWl4jOjpuxU5btJ8D/o3zhmlhynCmEhmy6SxW542iFV3XGe0bx2BW8PjmbgDXdQ1NT6LqMVLZAeKZZkAnme0hEHsZcQmRYEE0YpD8GOXiKS7b3ERnMD1MIvZ3RMa/jK6n0fUY2cxFTNYvIhu2LHrcn+HOIpxI8TfvnKDS52FfQxVmg4IkCmRUjSMt3XSOjmNWZMq97nmPYZBlvrBrI2e7BnnvaueC3lsykyWrzj2ZioLAIxsa+Mu3j3HoWhcNxb7pylW/y87+xmreudLO86ev8OW7NmIyKGRUledPXeFy/wj7GiopvUkTUdd14unMvAu9Io+DjZXFHLrWyamOfu6qr7ixXyozr4pEfVE+1X4Ppzr6uNI/wurSO988/nEh188dYCzxPgXWh8jlMzPYlTrGE8eQRSsCAqnsCBktikHyoukZPKaNmOQiVC1GKHUOk1SAgIwkfDwUdNe/85XwOhuL/fwbr5u+4CSjkSiiIFDsdlDocmBeAo3jxwld10lrWQzi7IrilJbJiXZPKRDdisuhXv7zlecotXr5/aYnc5GQZRQRyYLE4yVbaA0P8nzfCVY5iuckzLgVgiBQavHy5ap9/KfLP+KbXYd4vGQr4iIepygI5BtzQuSKKLMjr4nRVGjBhb0McOFIC6GxMAc+s22KJ1Igr9BJ+6U+4pEE931u54yddF0lke0ikjpLNHWJSOo0iUwXOjlvYzJ5hMnkkUVv9KZbxqxUkm99Er/tGWTRgyh5sdj/LboWQNMmEAQzolRILrr8yaEV+eQFh1cGvcEQ53sG+acj5/jW4bM0lfhxWUwMTkQ43dlHLJXh4Q31bK8pXfA4RkXiXz64m3/9T6/QGwhhnKeC94XTVzjXPTjvNx2K58JO71xp5+f2bpo2nEZZ4kt3baRrbIKvHTrNtYFRyvPdDI6HOdrWQ0W+m8/uWIfzppyjrsOfv35k+pizoOv0j0+iaTovn7s2bThjqTT//eX3SWTm4ZTVdYLROPF0hoNXOv5ZGU5BEDBIHoqsj6NILgCS2RHCqQv4rPciCRYcxtWEkucpsD6AJFoxKyVMJE/hNK7FYWzCYVxNItuP27Rl0eKglUImrdLfE6Cqbv7vRtdvSNPdHJFLZrLIojhdk3ArREEglkrTUJRPo7B0beJPAvriAd4ausgefyMVVt+04UprWT4YbSatZSgwufAYZhcV5ZscrHWXcyLQxh9e/D678+sXNV43QxAECkwuPlu+i+7YKN/seo8Sy9JEE0RBYKd3FU+UbOW7PUfwjbUwP717Ds3hXl4dPEGe0UFcTfEbtU/y0uDRKXWUuXO/MkBgcILCinxEUeTsoWZMVgN7H9+MzWkmFJjdKK6TIRB7iYHJv0bnTsh46SQynfRP/h+y6gTl7n+Hpo6hZjuRDVuQp8LDup4kGf8uklyDwXjXHTjvh8dHVZ5/K3RdJxJOEgxECI5FGA/mKiujsSTxWIpsWiWramiqhiDmCipkWcRsMWCxmrDZjLjzbHi8NrxeOy6PbVb+9GasKszn9x7dx8ErHZxo7+X9a11EU2ksBoUqn4c9DZV8anMTlkX4WXOUdm4+v3M9/+v1I2S1ub3K892DvHKuedEl0mQ8OSut0FTi5989vo/nTl7meHsvpzr7sZuM7Guo4jPb17KpsnhG6EhH5+3L7YxMLs5UMx69QQuWyqq8frGVaHLh/JwoCPMb5WVA1zU0dERu5OU0XUVg5fJ0N84NsWiSifEo4ckE4ck4kckE8ViaZLKXRKKDdCpDNutEVUfR1JfRdBBFCUlqQ5I6kCQRSc5HUUYxmUJTY7EEs2UcsyWK3W7G5bbidJlvu3dyuThzrI2jB69R21gEek7i7YEnN804d28gxEBgki21pdNGUtfhcs8wug5b6+ZeLA6Gwhy82sHnd6z/qVpgZzSVN4bO8+2uw7w/dpUteTU0OIoxigrXwgO8MnAGXddZ766gzDozPCwIAhVWH/+y/hG+132En/SfZDgZIqEuL4ctCAIbPJU8XrKFr3W+y0R68Xfz5n0/XbaDy6FeTo23E80kcSrz95yKiOz0NrHD28RftD2PpmuLphllyKkyXDrWRiaV5fzhFioaixgbGKf9Uh++krksvYhZriDPcv+M34aSR8hqE5jkcqyGJoRFao9y5Lsp4ulm0uowmp5kJPpD8qyPYlBbQLAAwlS1XJxE9K/IpE9iNH8q153yCYBiWDmKv+tVkdmsSjarMR6McuViL+0tw7S3DBEYjZDJqGSyKtmMijplKHOECLfmqblRPCLm/pblXFWyrEi43FaqanzUrCpk9boyCopcyIo0VXAEBlliXXkhq4ry+cLuDaSyWVQtp/ZgUmQcZuOCvWA3Q5EkHt/cyO76CjRNJ98xu1/rdx7Zw6/cu33R4IIkithMM421IktsriqhviifaDJNVtWQRAGbyYjdbJyVbxEFgW/86tOoS+CDvZkEwWUx8YPfenbx3kmBOXv3hhI9vDXyHHkGP/WO9ZRaqsloadoilyi31mGTHSTVBFfCp1nt3EJH9CrB1DCiILIn/xFaIucZTPRikszszLuP9uhlZEGh0lY/x0XMj+vjRFU11KxGJqsSGo/R1T5KV/sIfX1BhgcmCE8myKSzZKe2uz7eNE1H03J/5w51/e+p279euctNRUyigCgJSKI4rRV6o8BHxOmykO934vM7KSnPo6Iqn8IiN0azgjS1rSSLU8e/fbO0emMFtVN6vvMd63L3MIqcK8w72dpHRlXZWZ+r5O0YCs5rOF+72EJXYIK/evfErIn4gTV11PjmznN+3JAFkUdLthBMRXhz6AI9sbFcyBaBlJZrKdrhXcWXqvbNWVErCAKFZje/XHsvPpOTf+h4h6y+/By2Iso8VbaTM+OdnAy2L77DTfAYbHyxai//+crzi1L5uQy2nJQaAi6DnT+8/DWaHBXTZPlzQQbYes9qwuMxzrx7hYe/vJv2S33879/9LnUbKti4twHIUThlVDXHyIKCw/goduMjM/raLg8/RSQ9gdO0i0rPHyCwNMJ1VY/QF/qfDEe+i6rHGI+/jU9xIMkOdD2MpvaRiv8IUSrFbP15NH1yScf9KGC23HlSeV3XScTTjI5M0tcT5OKZbi6d76G7awxNvb0w9XVDqmkqcwUWR4cnab02CC+dRxCgoMjNmvVlrN9SSUVlPv4CFzaHCZMiY7oD+RmzQVmQPN1rt+K1L94APR9EQcBhNi1JvkkQhCURud8KSRQpuylXulwUmMpodG7CpXiosNZxNPAmE+kAk5kgkiAzlOwhpSUZSw5SbK6gybGJuBrlcOBVQukA0WyYje5dnJs4QkKNUW6p453R5ym11CAvUNhwHdmsSngyQTAQYWx4ko62EVquDtDeOsxEMHpbWpVzYWZ7yNIOOtg/wbXLAzN+pxhk8v0Oysq9VNX6qarxk+934HRZcDgtWKzGBaMmc8FoUrBYjNNGOHITReV1ZNRch+RENMHZzgE8NjNZTSORzszSrr0ZO2vLKfe65vzMvggJwscJQRDwG538m8YneKJ0G0fHmumOjpHQ0uQbHWzyVHFXfgPKlDGd8xgIWGUTz5TvotDs5vXBc3hNjmV73hbJwG/VP8LftL5BSsvOGRqeC6IgsMFdxRcq9vDBWDMFJiemeZiAisx56OR0Yr9YcS9JNVfvIM/Dww4g6DcthXRdR1M1spmcB2O2maYH4kQ0TtfoBFX+PLKqSiieRFU16opuSFBdGvo0kfQ5/LbPU+n5Q0Rh6UYllr5CW+B3iWeaybM8SJXzy6QTL3I9iygbNmEwPUgmdQhNm8BkeXrJxx4amOC//dFPuHJxdqvEh8WnP7edX/6t++7IsXRdJxiIcOFMD5fP93DtygC9XWO3Rbp+pyAIAsWlHlY1FtO0roQNmyopKl1+D+bPMBs6Omk1ycXJk5RZqtF0jf5Ermiqzr6aUCZIOBMilA6ww3svWS1DZ/Qqg8letucd4FzoCA7ZjapnWe/ahSRInA8dxWPwUW6dm3VL13UCYxFaruQMZHfnKD2dYwwPhpbkcX+SIIoC7jwbRcVuCorclFV4qVlVQGW1H5fHuiQjevZ4B9WrCtA0HbPFwJF3rrLvgbXThhTgat8IL53MVYHbTDmpMEEQiCRSPLa1kbUV89PnfdSIp9Kcau2jtX+MPIeVnY0VFLg/efzdnyQMJ4JMpKPU2kuIqUlsspm3hk9zt2/DvAxE0+0ofe3DvP7tI3Rc6iOb1XC4rOz/zFa2378WxSATTaYZCOZo1oLROPkO67TKxp2AInoxyH7imWuoWgRZWY8o5qNrYQTRgyj5EQQFSV6FpM+vv/ZRw7oMtYS5cL1ZfTwQ4d03L/Pe21cYHgwRjSQXjbN/FNB1nf7eIP29QY4dbsZX4GLbrlrue3g9RSXu6d6/nwbcWkG5khWVS4Gma2T0DBbJymRmnGpbE8H0KJ3Ra9TZ11BkqmA8fYrJzPgUC5JImbWW9tgVzJIVo2jGpjgpMVchCRI6OuXWWq6Fz1FqqUYUxOnxpaoaF852c/S9ZpqvDhAYjRAOJz4xcmW3A03TCY7lcvyXzveiGCScTgsuj5WKKh9bdtSwcWsVdrsJ4Sbij5vR1TpMaYWXq+d6qW4oJDASnvXe1RXl8+y+jcSSKXxOO5OxBJ0j45Tluyj3zV9FPhfGI3H+4qUjdAwFMRkUfv7+rWy5JdSr6zrPHb3MS8evANBUXsC//vTeRceppumcbOnjP3//IMFwDJNBoXt4nF96aDu2eWT4bsbptj7+9tUTpLNZHt+xmke2Nsxb+LRUXH+WsWSas+0DnG7rpz8QIhxP5UQXrCaK85ysqypic13JjPaxjwqBdJhAapIKWwGvDB7jc2UH6IuPoC3ASSADdFzu55Wvv8/GfQ3IBpm7n9yC2WLklW8cRlYkdjywDpfVTDSV4lzXIKqm0ToY4N61NXfu6oUb/LaCYEQQFEQxD6SZFG6itHDV5kcNu/P21c8zmSyB0QhvvXKB118+z3gggvYxqF4sFfFYmu6OUXq7xnj1J2e5+77VPPrkJvxFbozGj6aYYz5kNJVAKoym6xhFGbfRhohASsuQ0VRkUcoVGOgCLoMFRZQYSU4iIOA12jGIMho5QV2HYiarqaS0DDbZdEf4OOeCqmc5HzqKgMAa51ZERCqstYCOUTRiEI1UWldhEHKTyWC8m47oVVbZ1yELCo2OjVwJn0HVMhSZK7g4eYJIZhKXIY+0lkJNigwPTnD2ZCdvvXqR/p7gtCDAP0dk0iqBsQiBsQgdrcO8++ZlHE4zG7ZWsXd/I5U1PlxuK0bTDVHodVsqeeE7x8jzOeh+ZRS73TTD24QcW1ZJnhNdz/UpD06EOd81yN1rlkc3p+s64XiS9y52Mh6Jo0giG6qL2VxbOqPXUAfeu9DBhc4hAEZCUX7r8d0YFkmRZFSV49d6GA3lCmliyTSn2/p5IhRdkuFsKPUzEorQOxoinVXZ1VhBvvP2+Xqvt2u9d7GDb7x1mu6RcVRtdguLKAj807tn2VhTzB8+ey/FectPm3wYiAgEUpMcHDlHMBWmLdpPVl94QSkDtJ7vYes9q6laU8K1052UVPuRZJFVGyumq2rtZiOf270eXdfpGBlH0zTqiuYiQ7g96Hpmij1EQBHdaNoE6eQbGM2fBm64y58078bhWL7Hqes6o8NhDr97lXdeu0hH28ozy9xJaJpOJJzgxR+d4uSRNg48uIZ9966mtNw7b3gsl1/VF/RQNU1bEnPN9ZSCdNNqOJFN82LfKTR01rkrKM56GEpO0BMbQ9N1dnjr6ImNMZIMUW714VDMHBlrQREltubVkFQzTKSjnB7v4DNlO7HJJo4HWrnL17AksunbgUE0stv7wIzf2WQnq503+pQ9Bh8eQ66VodrWSLWtcfozh+JmR9490z/v9j6ArutEI0kuHO/n5JFWjh1uJTA2v4TaP1dc97InxmMcfP0S7715mYpqHxu2VLJ+UwWNa0qxO8xU1xdSVpVPYDRCNqNSWDK3B6nrOm1DAY5e6wHgQtfQQuI682J0Isp4JI5JkUlnVTqGgqSzWYw3GcV0RqWlfzSXP9UhnkzTMxqitnhhsQBd10lnZxbhZFR1SgZwcViMCk/sWM2fv/ABLX1jnO8Y4N6Nt0eSADklpW++fZpvHzw7zeLld9ko9jqxm43o5O4tGIkzGAwTT2XIZD96Iowyi5+BRICsrrLXt44Pxi6x0V2LYTF1FKfHirfIjdVmRtd0/vrf/xDFKJOMp3nk5/YAuS8lk1U50tLDZDxJVtWoLfTeMUOm6glULY6AhEkpI5M8SDZ1EvQUtw5P2bANWVl1R877YWF3LN3jvB42O328nR9++ygt1wZJJu5EO8/Hh+GhED/49lFOHm3nsae2cOD+NbNIsjVN59LpLvq6xpAkkQOPbcBgkDlxqJmmDeVY7SYun+mmq3WEghI3W+7KvaxvvXCO+57YyHD/BK/+6CQOt5XahiIa15fx7qsXMVkUNu6oIR5N8f4bl5A0HWGzSJ2jiOHEBH2xADbZRErLUGTxIAriNNOJSTKgoSGLCpIg0hUbxSDKWCRjTuvPaEMURAKpCE7F8olbsN2M6x6kpumcONLGGy+dp/XaIOPByB0r8Plph6bpdLaN0NU+yqG3rlCzqoAde+ppaCrm1OFW1KyK1W7m8tluHvz05hn7JtMZ3r7QRsfwODvry2kq83O6Padbe6uQwGJoGRgFoLHcz5WeEUZDUQKTMYq9N7ys3rEJwvEUhR4HmazKZCxJx1BgUcMpSxI1RV5EQZj26orznLisS1/c71tbzffeO8foZIwffXCRezbU3tbY13WdN0638J13zxFPZTDIEp/auZr7N63C67RiNijo6KQyWSLxFMOhCOORBFbT3HUx80VJrgtW3PzzXNsvlJ6xKWbu8W+a/rnRUYEkLNziJQNsObB6iuNS5PO/8xCDnWNksyol1T7srtxqO5JM8dLpa9hMBgpcdk619xNJpHBYbnwpspSHQSpAFp0sey2maxgkL7pSj924Hkk0o+sxlkGn+7HA6VqaN6JpucKf579/gjdfPk94MrH4Tj8lyKRV2pqH+Ks/fZ1L53p45ku7KJ4qILpOHF6/tpTyah+v/OgU0XACj9fOUP8EtU3FaJMJxoYn2bCjmvffvMzaLZUYTQrd7TlP3FvgIM/npLjcw6o1JUiyyIbt1Tlj3DlGZDJBQYkHy6QJr+Dg5YHTfKFiD22RIayyCQtGFEFC0zU0XccsGcg3Ogin44gImGUDO72rOBpoxmmw4FQsiILIZk8V745cpsrm+9AyeSsFXddJJTO0twzzo+8c4/yZbhLx1M8M5jy4XhwVGItw9VI/W7ZU8szP3UX7tSHWbq7g4CsXULMa8k3EHO9caOeHRy5S4nXxxrlW3jjXSvtQgD/54TvsW13N7sbZFHhznxuu9OTG9I6GcrpHxglMRhkcD88wnFe6R1A1jUq/m1Qmy5n2AVoHAty/aWEjLYkC926oZSQU4ciVbkrynXzl3i3kOZc2RwmCQIHbzv71tXz/0Hmu9Ixwuq2fratmC48vhoFgmOePXSaaTGNUJH7+/q18bt8GrHPkMHVdp77Uh6pp8/bFxzIZvnHlHCcH+zDKMneVVPBkXSMWWeEn7deIplN8rmEd8tSxe8KT/O+zx5hMJXi0uoFHa+oRBYH/dvIw2wpL2Fc2k9Lw7Z4OhmMRnm1cv2AbynXIAH3tw9hdVnwlHuwuK6s2zn7QIgIFLjvxVJq+YIi0miUUT84wnKvy/wLQAAlxmeLWFkMd9b6/mXlxho3LOsZHDgFc7sXFXDVN4+LZHr779Q+4cLb7E53H/DCIx9O8+coF2luG+cIv7GXbzprpRnZd12m7OkgmlcVimZlvSSUzCKKA3WnBbDEQj6Vyeaipz2VZ4sGnNvP2C2cZ8o1jtZk4+PJ50qksJrOByroCfvCN90l7NTZtrMUoKMiixH2F6/inrsM0uUqJZVOEMwnMsoGsrpJQ0/jMuRJ1TdPJtzoos+RzarwDHZ3eWICJdJSBxDjRTBLHHRTtvVPIZlV6Osd4/eVzvPPaJaIrLGr9zw2pVIayKh/+IjeBkTDH3mvGk2+flePcWldKiXdm3i0UTfDIlkYKl1GxqukaV3tHEUWBMp+bCr+Hqz0jDAbD055rzrgOo+s6Ppcdk0HmTPsA3SPjZLLqgnlOQRDId9n47U/t4bc/tWd5D2MKJoPMXasreed8G8FwnJdPXmNdVdGMUPJi0HWdC52DdAwGAVhXWcQj2xrnzbNeN6TyAn3gBkniM3VN/Mq6LUymk/ynY++xNt/P2vwC1uUX8Genj/JYTQNOY84e/c2FkzxSvYo1+QX87nuvs7uknDyzhQPl1fzT1fPsKi6f0XeeUlUS2SwLqtvfBBng6qlOSmsLZpAdxKNJzhy8iqfASdPWaqwmIxurihkJRSjzusioGk7LzBDAh9Hf/GmE0ShjMi/ccpNOZ3n/nat85+uH6e8JfkRX9vGis32Ev/gfrzE8sJ0HHluP1WZC16Gs2sfV873ous5gb5DB3iDouV46NauSTmWIR1OYLQYune6aDmNrqkYmlaWiroDuthHyC10Ul3sxmhUURUZVVQqLPYyLMVDhvtJ1QE6m6OHiTRgleVrXr8zipdLmwyQZ2OiuQhJE/GYnkiDS4CzGa3RgFBVUXSWtZbnL14i0hBXoR41IOME7b1zirVcu0N4y9DMP8zZR21jE2MgkhSVuGtaVYrbM9ojsZiMNpT4MN/WsW01GqguW15YVCMcZm4ziMBtxmI2sKsnnbPsAvWMTpLMqRkUmkUrTMzqBLEkUex2YjQqyKDIejhMIxynKW1wO78NAEATqS300lvk5dKmTS13DtA0GWF2+dLrITFaje2SCaCKVE7qvKMDv+nAtMQZJwjelGSoiIgki6tSgL3e4yDNbODM8yP7yKjKayrXgKP9h592YZAW3ycxoPEqe2cLa/AK+qem0jAdYne+/7eu5MRJ0yKSzhAIRTr51iaOvXaSqqZh7Vm0DIBiJ8dbFNmwmA6c7BtheV8bA+CT1xb5lMd//c4LdYZ4uc78Vuq4Tj6d56ceneO67xwlNzG6s/ueM4FiEb/3DIcZGw3z2y7sJDIc4/l4z7nw7siJhc5rxFToRJQGbw0R+gYt3Xj5P/dpSTGYDvkIXTk/Oy8tkVN577SLhyQTb966ioMTNi2d7MJsN7NjfgGKQSSWz5JltbPHVYDfm8s6CIFB8E8flWvdMhZLVrpkhKKtsmm4vqrT5qbTNfrF0XSeraUiCOKMQKp1ViaZTeCwr65lqqsbQYIi/+99vce50F4n47clx/Qw5HHuvmdq6ArJZjVVrSujtGGXPfatRDDemxvcud5LvsLKp5oZ+ZnWBh3Q2JzC91JaN1v4xVFXD47HgsJqoL82Nr47BILFkGqMiMzAeZjwSx2xQqPB7UGQRWRYZjyYYmYisuOEEcNvM7F5dyanWPvoDIU4297KqJH/JzGDJTIaRiQg6YFTkXN51mcQUc0HXdf6fw2/RF57k3ooaVk2pwUiiyBO1jfzjpdPsLaskq2lE0mlODPVT48ojmIzjs+SMriKK3FtRw8HeDhq9t2+7cn2cmk7rhR6une6kp3WImjWl/Ms/fRZvgWvaa81qGmaDQn2xj9fOtdAzNoHPafuEZn4+Gjhd1nkffHgywfe/eYSf/ODEx0pg8HEiEU/z/PdPEAxE+MV/cQ9f+NX905/ZFTOf/vJuIGfg1m6pZO2Wyumf/cVuvvhrBwAwGGUe+sxMRZynvzqTq/gLv3L3St7KNCaTSV6/2sZd1RUUuxzous5YNMZ3z1zkXP8gX//CUytyXl3XicdSHDvcytf++iBjI+EVOc//bYhFklTWFTA6FGKgO8B4IDIjvwm5tg77VJgxk1UZm4zSPhzkZGsfaysLuW/90ipPr/WNoOk6eQ4rTouJhtJ8RFGgbTBALJnGbbPQOzpBKJbEbFSoKshDFHOat+OROEMTEdYvsxjpdiAIAgfW1fK9987TMRTkvYsd3LdpFcV5jiWdO6tq0/KCkpjr1bxT1/XHu+/h1HA/r3W2Ek2nsSq5iN+afD9GSeHi6DDrfQV4TGZODPXzckcLX2xcj8d0o4hzU0ExZ0YG6Y+EKXPkQvDLfaIygL80jysn22nYUs1DX7oLh2d2747baqbM6+Jq/wg+pw2r0UClb2mhClWLksoOktXC6GQQBAOK6MYgFSGJH4+c0J2Awzm3xzkRjPLdb3zASz8+/VPHxrISOHzwKujwc79yNyVlc/Nz3jqObhXcvhW6rtMa7UAAamxV072WrZF2Itkom9zr5zxPX3yAiXSIRkeuWKAvPsC1SAtpLU2lpYJV9hqyusrJ8TNMZEIookKNtZIaWxWyKDOZSNEXmiTfZkHXdTqDEzx3/gp+hw2r4c7TL16/14nxKD/6znHeeuUCk6H/u6IXK4mNO2oYHQwRCSdQDDLb9sxdrZ9VNS52D3G6vZ+JaM4j3LGqjNVLZA3SdJ22gQCqpuOx5zxOi1GhwGVnZCIyXVk7EJgkEk9RWGKnwGNHIBcq7hsLMTweRtV0ZGnl3RW33cz9m+r4y5eP0dw3xuXuIYrylkGZdzNX8R24Hl3X6Q6H8JmtlDlcJLIZ4tkbHQkCcG9FNYf7u1mT7+e+ilpMssxvbtyOSZ7ZzugxmSm2OWgeH6PQauPC2DC94dCSdHavQwZYt3sV63bXYTQbZpTtZjMquq5jMCrIkkh9cT6NJT5EUWQyniSZzswi2L6+b07xpIvR2A+IpM6RVSfQSKHr2pS4rQmDlI/TuAOf7TMoUv4nuuR/LjidlpkqG3quv/EH3zrCay+c/ZnRnIKuw9H3W9DR+cXfuBd/gfOOfNft0U5EBKptN6oaZUHmzeF3qbFV4VRyHmFWz6JNNTT3xHvpjvVRbaskmo3y+sjbVFoq8Bt9fBA4hopKmbmYuBqn3FJKUk3y+sg77FHjbHCtQxQExmMJLg+NMhqJ8mZzOw801LKtopQzvTe4Va+/A9enjZyggYooSAgIMzQ8BebvXdV1nbHRMP/7v73KuVNdpNPzSJj9DLcFt8dKbX0hqWQGr8/ByNBsHuyMqvL3b56gsayAzTUl7F9TQ4HbhlFZOunHZCzJ8EROk9PnsmI1GkgIGVaV5DM4HqZtMEBdST4DwTAZVWVVSf60VF5VoYfesRC9YyESqQx2y0fDc/vQ1gb+6d1zTMaS/OTYFQ5sqEVcQrhWlkQsppyxUjWdSOLDM71pus61wCj/q6edVDbLOl8hXrOFE0N9fOPyOYBpD3QimeCJ2ga+eeUc/+rga6zO9/PVNZt4qaOZd3s7ARiIhNlTWsFdJeVYFYWO0DhlDhdLNfMywFD3GO2X+tj3qc0oBhld1xnuDfKN//wi9RsreOKX9jM6GeVc1yD719QwEJzkW++fY3d9OfvXzGQPyuWAxhmOfJfB8N+h6jGYh7ookWljMnmC4ei3KXX9NnmWh5CE22eq+Kjh8lhneJyJeJrvf/MIL/zo1P+14dn5kM2qfPBuM4Ig8Ov/6gHceUsja14uSixFeI0eroab2e7ZQjgT4R+6v8VQYhiLbCGajZJUU2i6xva8zYiIbPVsxKHYmcyG6Y330+So5/6CA4iIaGiktTRXwy2scTbht9vYU1PB106cpcBu49fv2kZlnoeMppJnvZHfTGoJLk+eodrWgFNx0xG9Rm+8k4yWZk/+/Rwee5NgepQCcym78g5gkmb3A2ezKs1XBvjbP3+LlqsDPysAWgH8+JtHWLOhHFmReOQzW/ng7cs8+YVdM8K1uxsr2VpXSrHHiSDkmG4kcXlSbjmauSQmg0yJ14UoChhkicbyAt692MGVnhHuWl1J31gIAVhXVTS9b0Opn/cudtI1PE4slf7IDGe+w8qDm1fxvUMXONPWz+XuYTZUFy+6n1GR8U0VA6UzKp1DQTRd/1C1MKIgcF9lLfvLqwGQRRFJENjsL2Zd/nWvPxfGNkwV8/3mph2oWu68iijyRG0Dj1bXT28rCSKyKFLvyedP9tyXU+9Z4vXIAC3nunHm2ZBkETWr0XK+m3d/fBKX1z7NziIKAhPRBIevdjGZSLKlumSWVFLOaE7QG/pTRmPPoU9xyoqCEUX0Iol2BCR0smS1MBk1iE6atDpC9/ifkM4OUuT4RaQpObFPOpwuy3TSO5NRee2Fszz/g5M/M5rzQNd13n/nKi6XhS//8t3LIo9YKmRBZo2zidZIO+ucq7HIFtY6V1Nvr+Ne/z7OTJynK9bDk8WPMZkJY5JMDCWHiatxAskgjc56pCmvUEMjmo0xlgpila0I5ApBHmys4/6GWjRdR5rqVVUEiV/ZvXX6OkyiCZvsIJAaxq14qLLVU2yu4PXhHyMLChvdO2mPXmONc9OcRlPTdM6c6ORrf3WQzvafLmapnyZY7SYe/swWzhxt5/SRNjJpdVb6pcBlp20wwIsnrxKKJRAAp9VMU5mfuqL8BRVSrmMgECYST2IyKNM9m7IkUlXgwaTItPSPEo4nGQhMIgjCjCrW+tIcc1TvWIh4Mr1s0oXbhSJL7Ftbw5tnW5mIJHj+yGXWVBQs2DYCYJBlKv0erCYDsWSai11DBCdj5Ltuf7EsCAIScPB4G7s2VmGy5Iq3kok0l1oHqavw4bmlp14RJBQR3j3eyvrGEtwOC6fPdzIwMjkd71Fkkbu21JDnsuZENiZidA8EWddQsmDRlwwgSiL9HSMUt/u4dKyN9ot97P/MVrJplYHOHNOFx2ZhW20ZkWSKbbWlJNLZGeGmHHTGYs8zFvsJup5CFCzkWx/DadqFQS5AEsxThlNF1WKk1CFCicMEYy+j6mEGI9/ApFTgtTzOfONC03X0qdXLzWHlyXQSSRCxGz46uR6nK8coo2k5g/D9bx0lm/noKaN+2vDmKxfw+hw8+dltd1ywWBREKq1lnJu4wFgqSJmlhM3u9fyw/yf0xq+HUnPnyzO6abDX8ebIu9gkK15jHqvstYiCyEhyjNeH32YkNUqVtYLd3u1IokRW0zjTO8CLl5qJptNsLiviiTWNWAwKw5EoPntuchAEEZ+xiPboVZJakoFEN33xbqqsq1BEA/nGAlQ9y5mJo+zzPTjjHnRd5+zJDv76z95goG/8jj2bn2E2tu1Zhc1hZvXGcob6Jyiv8c2qAL3UM8Rb59uoLsijqiCXow/Hkrx6upn4mgybb6q2nQu6rjMYnCSaTONz2SieqowVBIF8pxWf20Z/YJKBQJjhiQj5Tiv+m/pDqwo9yKLIZDTB8ESEygLPrONrWm42lqYoLW9myJlmlrrJ61PVHNnA9VdPn8oqCFP/1nQNSRSpKcpjXVUR717o4HznAG2DAepLfAu+s4IATeV+yn1urvaOcLlnmHcutPPkrjUo0tye+lIEFzRN51s/OcmauiKsU163Dhw928VkJMG9uxoQRWFaH/a6dfreK2coyHfgtJnpGw7xk7cv8NmHN2ExGZBlccbCZ2AkxJsfNNNQU7C44dyyv4mXvvYef/sffkzD5kqe/o378Jd5uXKyHcNUrFoQBBwWI6quYVBk0qqKrgszVj8ZLcBA+G/R9ASK5KM2779jN25CFIwIcxBl67qGx3wPeZb76Aj+PhktSF/oz3Gb7kaW5ib6bZ8McHKkn8cqGzBLChlNxSwrtITGuBwc4ecbt8y530rA6bYiCHD5fC/f+8YHhCYWFky9kxBFAVmWEKUpYeDrC4mbxt31AXRdoPiTQryQTGZ4/vsn8BU42XtPE9Iyix1UXSWppnJv+BwvmteYR5GlkMvha5RYinEqDvb57uLVoTdY62yaZgFKqElaIu3s9m6n0OTnzZH3GEoMU2WrIM/g4Ynih+mL9/PmyLuE0pPkG72MRiK8fq2Nz25aQ57VystXmjnW1cuemgq+f+YSa4sKcvSUegajZCKaDZPI5saF25BHra0JgGg2jEW2EkjN9CZVVePUsXb+6n++wdDAxO083p9hGcjzOZBlCV+hC1+hC5g9eXcOj7OmvJB719dOF5Comsb7VzppGRhb1HDGUxkGgmGyqobNZKDQc6OlJN9po8jjYDAQ5o2zLaSzKg1lfpSbJnObyUix10HPaIirvSNsbyifEY8LhmIcudDF+GQcf56dB3c1cPhsBy67hbV1RWSyKn///PEcucHGKmKJNBdaB0mlszy2bzXpjMrrR66RzWo8+9AmLncM0dIzhiKLfP7BTexqrORUSx/DE1EOXeyktih/0QKlcp+bBzatonM4SDSR5i9eOkIsmebx7U2YjcpUqDtXdJXJqgxPRJAlkepC77xO01ywmg1sbCrl0Mk29m6txWRUeP9UO3/93cOYDAqCAL2DE/yPf3iHrz61g8fvWctkJMHgaJhnH9uM7TbD3jKA2+fgS7/32KwPq5tKKavNhQwGx8P88NhFNF3niS1NxNMZMqqK134jrzMRP0hGHUcUTJQ5fwunaQfCQmKggogkWHCZ91Hi/HV6Qv+VVHaAicS75NuemHOf/mgYWRSxKgZOj/ZPG8t8k42xRMdtPYTbgSyLJBNp2luH+c7XD9PTNbZi5xJEAYfDjDffjtNtxWoz4fHa8E2J+JpMBowmBYNRxjDVf5bJqCQTaSLhBOPBKIHRMIHRMOPBKMGxKOPByMcaUp4Yj/Gtvz9ESVketfWFy/I6J9IhXhh8FVVXKbXcyLlcLwASEFjjaOS5gRfZm78Tm2ybqoyt5uj4KaqtFQDEs3Ei2Sh22YZFspDVMoQyk2S1LIPJIdyKm0prOQ7ZTm+8j1p7NRlVRRIEqrwezLJCjddDKqtyaWhkhjjxYKKH7lg7oiCiouKQ3fTFu2iPXmW1cxOhTJCeWAfb8vbeuH5N49ypLv7hL975qTOakixiNMjIioSsSLmJUczRLeYWcLlFnKbqqKpGJp0lnc5+YvK2C42/Uq+LI9e6kUVhOr8YTaS52DPE1trF1ZrC8SQDwVzRUbnfPYOFx+MwU+x1cqKll0MXc4Urq8sLZlDPKbJEVUEePaOhaVahm62L123j3u2rGByb5NjFbrKqxsaGUr7/xjkaqvy09oxRW5aPz2NjbCLG1tVllPrdHDzVRiSWon8kxKbGUjr7g4TjSbauLmddXTF/8+OjZLIau5oqeO7IRa72jnK8uYcHt9QvKqcmigLP7F1Hz9gEr55szhnPF4/wk6OXaSz351oZhRwpRPtgkO7hcR7YvIrf/+x+TIalE+kIgsDGxhJePniJtp4x1tQV0VRbSHWZl5//zE6qSr38yh9+l9/+ygFWVeZC3p99ZBPfeO4EL75ziace2LCo6sxckAFCgQj9HSPUb6ycTopnM1kOvXCa/CI3m/c3YZAlNleX4HfZOHi5HaMis6FyZqI4kj4PaJiVamzGjQsazZshCgp242ZMcgXxTBuR1Nl5DacsigzFwrSHgrzd145JkomkU3SGx7EbPrrWFk3T+fF3jyPLEu0tQytyjsJiN6vXl1FRlU9RiYfCIhcerx2b3YQ0T8hjISQTaQKBCKNDkwz0jXP5Qi+XzvV8bOoZA33jfPPvD/Fv/+hT2Jaha+o2uFjtbOTVoTenDaeu6xwJnKAl0gbkvNKuWC9dsR7WOHNe3s68LVwKX0HVc+F0h+Kg0lrGwdH3EQURg2CgyFw41Y5yjvH0+HQFbK09VwTnMptxW8z82btHsRkNXB7MGcwCh42nN6wGci9zhbV2SiLsBnymh6f/XWqpotQyky+zq32Uf/iLt1d0EfZhoSgSvgJn7o/fiSfPhsNpxmozYTQrGBQZxSDlxqeYi4SoUwZTUzVUTSebVUmnsiSTGeKxFPFYiujUAm9iPMrEeIzxYPQTI4CwvqoQWRK50jdC5+g46Dlqul0NFayvLFp0/0g8xVAwnGudKppJ1G6QZSp8OWOaTGeRRJHaYi/STeFiRRKpKPDAxQ5a+gO53Pqt54iluNY1gstmRpZERJNCaYGLzv4gsUQaq9mAIkuomoaq6vQOTxCNp7CaDaQyGVp6wpiNCg6rmUttg/QOT9BY5ccgS/hdNu5aXUVz3xgt/WNc6Rmm1Oucl1d2+rpliV9/dBdFeQ5+cvQK/WMh+gOT9AdmVy4DtA6M0Tsaoq5keapbDruZ3Zuree29K6yuLSTfY+ORfat54a2L/MIzO7m1XsZmMfLkfev5ux8c4eyVPravr5i1zWKQAS4ebUXNajRsqsxJ06Qy/ORvDnL+gxa237+Wzfub8DqsOCwmZEnEKMuIooDfZZ8xeaezw4COQfKhiMvTVFMkD4qUD5kWUur8hqjR4+Ps6AD/9ex77CuuIpxJ8fMHf4TLaOLfbNg77353GtfVFu4kBEHAZFZoXF3C3fevpmltKU6XFbNZQbwNQ3krTGYDJaV5lJTmsX5zBfvubSIYiHD2ZCcvPXea4cEQ6kfshZ472clPvn+Sz/3cbqQlFFkASILEZvd6qq0VGEUj4pQQwGpnA5XWG2xADxfej8fgAnLP1q7Y+cXKL+eKfMRcGGdv/i7Wu9ag6ho22YptqgjoPv/dxLIxdHSssgW7nMs52U1Gnt2ynt7xEIPhCDX5eZS6nBQ57TOqapcDXdcZD0T5yz99/ZMjMSeAJIkoikRRiYemtaU0rS2lotqHxWKcjm4YDBKyLE15l8sbn9dzc6qqkc2qZNIqmYxKNpPzRscDUXq6xujpHKOzfYSBvnESiXTOAKv6R6YrqkgSq8sLqCv25vJ/mkZW1bCajYuyBum6TjSZIhxPYjEZWFU82yjUFHvJs1sZj8Txu234XDZunshlSaK6MA+LUSGZzjA2GaPopnBvNqtiNMisqy3mnZOt05Jq5YUeugaC1Ff6OXm5B0kSMSoyWVWjrMBNa+8Y2antYokR9m6swWo2kExnyXfbWL+qBEHIvTuP7Wjin949SzSR5o0zLexbW43FuHDfsiAIuKwmnr17I/vX1XK8uYcTzb10j0wwGUug6ToOi5FCj5M1FQXsaCin1Oea8xku1tq3f8cq3jrSTFd/kKpSL+sbS7naMcyJ892zTKIgCBT6HGxfX8kbh6+yfX0Fmp5b0C0VMkA0FMfmtJCIpQgMTvDOD09gd1v59K/dy3BPYOpkMBGL0zoYYDyaoMzrxG01Y1JuZu27fmKR5aqaCIgI0+uo+R9SntHCb67bNbUPqLrGZ2vW4TCaUFZIcHilIYoC+X4H6zdV8qlntlFR7ZuOxKxU9ZwoitgdZmx2E+WV+Tzw6AbeevUCb792kc72ETLpj6bIKZNReePl89Q3FbFxa/WSqbkkQcJrnEmm4Da4cE8ZyrkgCuKsz02SCZM029t1KHYcymx+zXg6zUBokjVFftYUzaTkuz35JQhNxPm7//M2Vy71LXv/Ow2jScHnd1BWmc/6TRVs2lZNUYlnRt7pTo1JQRCQJAFJEnMphpvWHbquU1ruZd2mCtBzRSCZdJbBgQlargzQcm2Q/p4goYkYoVCMaDi5Yn3TA+M5pY+JWIJN1cUMT0Q42zmAy2LmS/s3zWkMb8aG6mLe+S+/PH3Pt2LbqjJe/I9f4Xrfb85Y3fhcEOChLfU8uHnVnMfIqBrnmvsZGA2xZ1M1o+MRDp3tIBpPUVnkoSDPTp7TSnAixo51FURiSd452YrXZSXPacXnsTE+meD4pW7u3b4Kt8PCkfOdJFIZDmzNsSL5XTYe3FzPDw9f5MiVbtoGg6yrXJz8QRAEjIpMuc9Fuc/F03vWTZEjXF/0CNP3ON/zyWRV3jrSTFbNLViuQ9dvLJ6sFgM7N1Tx/sl2yos8mIwy+7fX8dLBy0xGEtPGMzgRJZXO4nFZUWSRSCzX+TEZTvD1545TXOBaUo5VBqhaXcJ7z52i+UwXmqZRs6aMux7fyLVTndMbTsaSnGjrIxCOsaoon7FwDFEQ2VhVNH2ziuQFBDLqOFk9ggHf4lcwhawWJqtNAMLUceaGIAgMx8K4jWZMsoIsSHjNKyM0/FHAajOy//413LW/kYamYoymj5Yo//p3Z7EaefTTW9i0rZp3XrvIqy+eYyIY/UiuYXQ4xCs/OUtVbQGeFervvFMIROO8frWNpsIbRjOjqrSNBuifDHNffe0Ce89GOp3h9ZfOcexwC5r68SX8rDYTq9eXsn5jJWs3llNelT+dL/84MGMCnap5M5oUKqt9VFb7eOCxDSQSaYYHQ/R2j9HbFaCna4zOthGGh0J3tLr9XOcAXoeV+zbU8db5Vip8Hv70q4/y/pVOLnQNLmg4r9/HwlWowtRkPfc2ix3DbFS4e8vMcffMfRtm/Hxg20xawGcfmqk5umv9DRKRhko/DZUzF4WiIHDfxlW8caaFcDzFjw5fZE1FwZJ7M6fvYeb/lgRFllhTV8TL714mdRMBSCar8vXnjk/nyUcCESLRJKFwgjy3lbIiDzXl+bx3sm3aTPcPT/LmkWuYTQqjgQgHduYWIw67iR0bKvnha+fwuhe3JzJAzZoy7C4rkYkYjjwb+UVuZEWiqNKHw5ObyLKaRoHLToXPzZmOXFl/wS2M9zbDWgKxl0lk2kikWzHLlXNW094KXdeIZVpIZDoRkLEaVs+7bTAZ462+du4vq8MgzXyxBVbOQ1sJlFfm84Wf38Pm7dXT5OIfJ0RRoKQsj89+eTf1q0v41t+/R+u1lcnf3gxdh9PH2jl1tI17H15/RwihVxq6rpNRNU719vPqlRaymsb+uqrFd7zlGM2XB/jJ9098bGTtBoPMtt21PPTEJioq83F5rEsOmd+MW8WEb20vmEts+MPCbDZMG1I1qxGJJJgYjzE6FOLyhT5OHGmltzvwoavJdT1nOCwGhUgiRTqbRdP1ZTXM/7RDEAQqCzxsri3l4IV2TrX00jUUpLpofifnTp67rMjD5x/dzN6ttdP9mpIosmV1+YymSJvFiM2aK+CSJJG9W2soL/ZQWuACoLGmALvNSCSWwmxUKC92Tx9r27oKiv0uNF1ftEBJ0KdGdCqZZmI0Qiwcz2km2ky48u3YnBZESczlI3QdAYHxaBxdB4/dPIPfL5np4+Lwp8hq41iUVdR4/wcWpXZBuTFNTxNLX6M9+HskMq0oopc1hc9hkucu8f5gqJvvtp6n2DZbJWCjt5gHymdzTQ4NTPDf/ugnXLn48YfCILdy3rO/gc9/dQ+FRe7pPMInBbqei40NDU3wtb86yNFDLWQ+gv5Uf6GL//V3X8Hj/XASRCuJruAEf3fkFDsqyzjY1oHdaOSxNfU0FPgwyfKy+C4DY2H+3W/+08dSDGS1GVm9toynvrCD+qZiDEvop9U0nXAwgis/R2UYCcUxWwwoRoVkPMXkeBRZlnB57ahZjVAggsVuwmwzEZmIkUqmMRgUXPn2FR3v13NimYxKb3eAEx+0cupYB2Mjk4TDiWlv1GiS+Y//9Rk2bate8Hijk1G+efAMvYEQT+9aS8dwkEs9w5gNCr90/zZKva4Vu5dPEnRd56UTV/lvP3yPdEbly/du5lce3r6sMf/PBbkc52Sc9188Q/e1Qdou9OArycPusuLy2tj/mW0UVeR4ZKWpwe51zO3KGuViCu1fon/yL4lnWmgL/BY+61PYDGswyEUzmINULUwqO0Q0fZHR6A9IZnsQkCmwP4tRmp/Wqd6dz7OrNsz5WYH5kx3mg9yE9ciTm3n2q3swrXBYVp0qYpBEYVG2j5txvR+0qNjDb/ybh7DZzLz16oUV50kdHZ7kue+f4Cu/sv+2vJ6PAkZZIpnNMhaL8et3bafauzxNxutIJHL0jH29gRW4yvkhSSLVdX4efmIT++5twryMPrZMKsNLX3+fL/6bRwC4dKwNm8vC2h21TIyGaT7Xw1D3GAee2orJauTamS5CYxHueXobfW3DjI+E6bzSzxd/92Hk22gBWCoEIdfjLMsSqxqKWNVQxDNf2sW1ywNcONtNy5UB2luGSCSW5uX7nDZ+54m96LpOMpNhfWUR962vw2U1Yzbe+XdY03XQ9emq1evv8Me9uBYEgY01xVQX5nGxa4hTrb08sq1h0daUf46QAS4fbyc2meCep7djsZt46tfuRVYk3n/hDFdOdFBUsdTyYAG/7RkSmU4C8VdIZDroDf0pBsmPInmRRCsC4jRzUFoNkFFH0MkCIh7L/fhtn13wDF6TFW+BdSq/vDjbxCcJdoeZp57dwWOf3oLRuLyJQ9d1WkcC9I+H2VNXsSQNwNaRAP9w6DS1fi8/t3vjslTcb77mL/3SPiRJ4LUXz62o56nrOkcPNbP3QBO19UtTnfio4bNZ+YMH7sZpMs4Yd0thPrl523MnO/ng3WsfaV7TaFQ48MAaHv30ZiprfIu2EyyG6tUlnHu/hYZNlfhKPChGhZHeIOlkBkEQSMZTtF3oYfcj66lqKkGSB+m40s/HEeA0GhXWb6pgzfoyxgMRujvHaGseWlJ0I51VOXqtm3cuthNJJAEBh9nI3Wur2d1QuaR38UzvAEVOB4VOO33jIQLROGuK/ciSRPPwGKqm0VjoYzKR4mhnD5FkisZCH2uKC3i7uZ2MprGrqgzPbVZu3ykUehz89qfuYmwylmtf+Yh4c+80bqUtXC6NoQwwPjJJ7boyPD4H8UiSSCiO0ayQSmSwOpfOJyoIAorko8Lz+8iSm7HYT3KepdpPSu2fby9k0YnX8ijFzl9FkRamc9J1naSaJZJJEUzG0XUdl9GMXTFiU2art39SYLEYeOZLu3j8M1uWFBa7Femsyn968V2C0Th5NgvryxY3LOV5Lq4OjtI+GmTPqgoaipZerHUdgiDgclt49qt7iMVSvPfWlRVVfRkaCPHum5cpq/RiXIHV/IfFZDLF10+cJZHOkFJV/uihAwhAy2iAt5s7+Bd7ty+4v67rjI2Eeem50wQDH03xFeQk8H7h1+9h371NGE3KbbWOJGKp6WJIQRBw5zuwOc0Mdo2hazpvfu8YWw+sxlvk5uyha5RU+xkfDZOMpTCaDSRiKSw2I5L88UUTJEkk3+/E63OwfnPFkhYPR691c7K1j2d2r5tqFYFgOMarp5vJqjr3rl+8IGxoMoLDZATs5NmsvN3cQaXXjctipsjp4JsnzrLKn4/dZGB3TQXDkxFO9wxQX5DPhtIimodHuTQwwp7aihnfXVbVmIglZuSQzQYFq8mAOJVrnownsRoN0wZ+PBqfUZ0qiyJ2i5F0ViWZzqDruYIcm9GAeIunK4ki65dA9P5xQ9N1kmoai5wz7FlNJatrGEWZlJYhoWaQBBGbbCSlZUmqGRRBwiobyeoqmq5jEGU0dGLZFKAjCxJmKWdjZID6TZXYXRYceTZq15bxvf/5GogCheVe9n5q80LXNwuCIKCI+VS6/wCXaTeB+EskMp1k1ACqHkfXswiCjCRYUCQvZrkSr/VR3OZ9gLToCz2aiPGjjotcHR/N5QYRUHWdEquDp6rXUOdeXvPsRwFJErn/0Q186pltyPLt9WOe7Ozncv8w96+po9I7MzRyrmcQURBYVZg/oz3IrCjsqCnjtYst9E9M3pbhhCnj6bHy8792gMBomAtne27rOEuBqmqc+KCVvfc0UdewPEah69B0lYQ6QUoNY5QcWKS8WceJZIYIpfuxKwU4leIlFbEBTCaSDIbCfGX7Jv7HwcPTvlOFx03r6OK5Sl3XOXq4hXOnu5Z7W7cFURSoqvXz1V/dv6x2n1uh63Dy7cvTE3R4IsZQ9xiT41EswyHKagtx5Nlw5tsRRQGb00JwOISiyLjyHYQCEcw2E6lPCKmBIAgoS4zAjEfiNJT6aCj1Teu+eu1W+gKTjE0uf/FjVmTKPC6aRwJsqyjBbjJQ7HLSMjJGjS+PywPDxFJp3BYzk/EkL1y4iqbr+Ow2Mqo2LTcGMBqO8qt/8zxGRaLI7QABtteW8fjWJswGBR34t99+jV9/YCdrpojj//iH73C5d5iGEh+SKOBz2PjCno28d6WDS73D6DrIksCBNbXcs7Zmnrv4ZCOaTfJ830m+XJXr7e+NB2kND3J/4Tpaw0N0Rkfpjwd5pnwnQ4kJ2qMjDCdC/EL1fvoTQS6H+niwaD3RbIqvd7wHAqx1lbE7vx6jpEy1ozTdKMQ58JltbLtvDZqm43BbEW8j15SbpATclv04TTtIZQdIqYOoWgRNzyAKBiTRhlEqwiiXIAqmJU+Q1yZGyOo6f7ztPjxGMwgCyWyGdwc6eLWn5RNpOHfsWcVnv7wbRVl6nvFWHG3vxqQobK0qxWGeWYH7/732PgZJ4k+euj/38tyEOr+XH6UuEf6QmniCIOD1Ofjqrx3gT/7gx3PqFt4pDPSPc/ZkJ9W1/hnyTkuBrmv0x09xNfQi8UwAi5xHnfMBym07kW4qUptMD/DO0P+PSttutuX/MqZ5uJFvhSgIFDkdrC7yY1YMtI0Fqc3P48rwCHnWxcvYA6MRnv/+iY8kRCsIUN9UzC/8i3toWF3yoaqVRVFg9yMbGOjIiT6oGZVYOEFBaR4F5V4cbis1q0tJRJMgQM3aUrquDFDRUIzJklulJ2Mp7n1mYY/8k4jGMj8vn7pGx3AQty0XgQvFksRTaR7Z0rjgvrquE4jGaR0JUOfLVaAKgsD2ylL+8egZNpcXI4sie2oreP7cFUrcTs72DbJ/VTVVXg8dgSB+h43KPA9Dk+FZ7R9eu4Wv7t/MhZ4hfuGerfidtlx7ywLX9Ev3buXbh87y4MZ6ttWWIYkCug57G6t4fEsTiixypmOAv337BLvqyxclOvhpgiAINDpLsMkmAqkcY9oqRxFFZg//2Pkuqq5RZvFyZKyVyUwCr9HOp8u2cSLQziZPFUYpN4fMWnKJkjjdgvKhLxIBSbRgMdRiYXn9bfNBFiVS2QyarpNSs4CADkymUyjLKID5qFBTV8AzX9yFy/3hchPdgRAWg0KNb2YzuqppTCaSGKSccsetcFpM00TKdwJ19UU8/cVd/O2fv0UquTLeg6bpvPnKeR5+YiMO1/KeWywb4IORPyOaGUUURAKpNiYz/VhlLz5T4/QCzWuqQ0JiNHGVRDa0ZMNpMxpYPUV88PTGNfzxawfRdB2PxcJv7tux4L66rvPSj08zPBBa1j3dLsqr8vlX/8+jlJTlfeh8JoDFZqJ2XY6Zye1z4PblFmm5inuVNfuqCKRGORs9ylCin5BvnEg2TLo9iaprSH4JQ8aAscOETbbjMebjNfgpMpfiNfqQBQVREBcU9r4Vuq6j6llU/frYvyEeDjqiICELH06Bp7bIy5f2b6JrZIKxyQi6DnVF+VT43bjtBlLq9UXp9XPPvAZZ1vE7rMiSSCKd4WBLJ+1jQSbiCboDE5zrG6Q/FM7di6YhCSLvtnSSUTVW+b2c6h5gPDbA3rrKGVR8kKPsu3/9KmKpNH/1xjH+7RN3YzEaFmziry/28altq/nRsUvk2a00FOcjiAJl+a4b91zoJZHKEEtlPpThnFZmQUXTNTJahmBqlEB6lEBqhFBmgng2SkyNklKTZPUsqp4rQlREA7KgYBJNOBQXDsWF25BHkbmUfKMfg2hEFKQcc9hU9PH6ObOaOuMa1KmfdV1HQ2cyk5jS6ZQ4M97JtckB9vmbMEoyoiCyw1vLkdFmHivZTKklj2yexptDF3m6PPeOf3wdzreJTfnF9EdD/P7x1zFJMgIQy6apdebzi01bF93/o4TNbuKxp7Ysm8R8LiQy2akc8szFQSAaJ5NVERCIp2ZXCcbTGSRRXJJm4FIgSgJ77m7g2sU+Dr55ecUUVwb6xvngUDMPPb5xWfu1hd8glhmjznE/Da5HuRp6gbbwm7SGXyfPWIMs5HIesmDCZ25kMH6BjLZ0VZs8q4X76mvQgZ2VZawrLiCrqrgsZuRFjFNn2wiH3rmy8lRxAlTXFvC7f/g4peXeFcv7a7rGZGaCoUQ/FydPcy18iVA6iD7139IuNRedcihOqqx1NDk3UGapxGPMxyAsXrOQ0dJ8p/fvODtxYs7P17u28PnyX5xT83SpkEQRn9NG/i3dBBOZIP/Y/Ve0hC8veLc+YwFfaPplyi25FMuDq+tuyhVDVb5n2tYKwP2FZRSWeJAVCVEQeLKxns7mISrz3HM+D5NB5rO71vE3b53gr988zq/evwPLAvUBoiCwubqEWDLN3755nH//1IHpTomu0XE6hsc52znA7vpK8uy3t+DXdI14NspEZpzR1BBd0VZ64p0MJfpJa7mFxlLHyM24bhwNohGfqYBaWxPVtjq8Rj8egxeTZEYH3hi6kKtOBjK6yjsjlymz5jz+SCaJTbkhS2aRjRRZ3JRaPGi6zmgyhCgIdMVGiWVTBFIREmqKlHrDUfipM5xmWeGztet5pKKBQCKOpus4jUY8RssnrjBo7cZydu2rvyMN/XlWC63DY3QFJqZzlZquc6KjF1XXSaQzDIQi1N+Sx7zcP4zNZJgV3r1dCIKA023lgcc3cuFcD2Mj4Tty3LnwzusXOfDAmmUVCQ0lLmGWPVQ79uEzNWDwWBlJXKErcph17s/jMOSKqgRBwCb7yWrx6RXuUqADPeMhjnb1MjwZRtN1LAYDtb489tZUYpTnfqXSqSyH3rlK8CMg1C8u8fDVX72bssr8FXsn4tkY50InuDBxis5YKykteVvHyU2eOpOZidzxJk/jMxbQ4FjLRvd2Si2VSAuIRWT1LD2xDvR5aDq1Beg7l4tbn6VTcVNra6Q90kxGn7+1JZgeozVyhRJzBbIozyLOufXn91+5yBNf2kV/VwCjScGVZ+Xi8Q7WL9BvKooiz+xax3957l0u9Q6xrbZs3m2v38vuhkpOd/bz4qmrfPVATo6xNxDiQvcgwUiMT21fvez6Z03XGEj00h65Rnesna54GxPp4DKPMj+uG9uUlqQvntO4PTT2Ol6Dn1p7AzW2BmrsDTxYtJ6+eO68iiDxeMlmEmruO1J1lYH4OJs9VdhkE4UmF2PJMEOJEG6DjeFkiEAqwgZ3JTo6KS1DIBnhvsK109cx6y3XdA0dHZEbRSy6rhPJxpAFCYs8/8otEHuNjPrh+9IMcgF5lnvn/EzXddonAxRaHVQ4Prn9Q4pB4ulnd2J33P5K92asKyvg7avt/Pj0ZSry3FT7PZzo6ONbR89R5/cyGApztL2HrZUl2Ey50ErLcID3W7rw2W2UuJdHur8YGleXsGtvPS/88OSKSUP1dI7RfGWAdRsrlrxPLBtEEc2YpNzq3KbkU2LdwpXQc/TFT9BkeJwpjikkwTA14S79BoKxOP906jyVeW62V5YhiSLxdJrz/UOMRmJ8Ycv6Wfvous7gwDhnTnSsOJGE2WLg05/bzrpNlXe8F/a6pzyQ6OGN4RdpiVwiocbv6Dk0XWU4OcBIcohr4Qts9dzF7vx7MInmORcBE5kg4+mPthf2OiRBosGxhmPB9xhLDc+7XVbP0By+zGb3TtyGxSMAyUSaRCzFqUMt1DYVYbEZ5x2hN0cvLAaFfKeN4YkIuq5zsWeIyVhy2vO6dR9JFGgq9fPupRtyjHsbq9i5qpw3zrXy42OX2b6IAb5xPJ3h5AAfBA7SErnCeGpswcXEnYSqq4ykBhlJDXFu4iQF5mJ25u1jg3vbdJtJofmGrfCZnPhMN+ZDv9nFvWbX9M/r3RUzjr9KMbPKMVMFZ5bh7Iz20hHtYa9vOwICWT2LRTLTGetlKDHCg4V3z3sDw5GvE0mdX+Ztz4bDtH1ew9kXDfFydzMPlK8izzgzjGCWFeyGT0Zf0Z79jdQ1Li45tFQ8sr6eH5++zImOPr7wt9/HIEukMlksRgO/ff9uTnb2880jZxkLx9hWVcpwOMKbl9sYi8S4p6mWGn/e4idZBmRF4ukv7OT9d64yvkKctrFoimOHWli9rmwZRiD3EutTOS9ZMFNkWU9H5B1aJl9jleNBZNEI6CTUELJgQhSWHniJptIgwKfXr8YoS7lYm67TWODn/33j3TkNp6bpXDrXS0fr/JPrnYAgCNzz4FoeeGwj8gq0fGhoXJk8zwsD32UsNXxbobalQkdjODnIy4M/oi16jadKvoTX6J+uar2O9kjzbXuVmaxKLJHGYTXddlSo2FxGnb2RQGpkwefRGcuFKt2GxSnqdt+3mm/+r7do3FjOhZOdvPncGT791bvm3DaSSPGDoxfJd1pxWc30Bye5uynnmTrMJn5w9CKtQzMXFi+cukowEmN1WQHvX+1izVRr2wunrpLOZqny59E6FMBlXVqUSkPj/dE3eWvkJaLZ8IqOi4WhE1MjdESb6Yl1cCz4Hg8UPEmlrQZlCWH/5WDWjDGWCmKRzRhEhfOhqwRSE9xXcBdOxU5bZOESelnKQxSMqHqM5aziZ2P+0NlwPMpIIsKLXVdnfUEbvMXcX1Y3z54fHewOMw8+tvGOrvjdFjP/4YkD/P2hU7SPBEmrKjW+PJ7c1MTG8mL8DhtnewZ4t7mDt6+2A2CUZfY3VvNzuzbOKGG/Y9eUZ+OhJzby7X98/8N93fNAVTVam4cYHZ6ksHhp0QWz5GIi3UNCHQdyxiTfVI/bUEkg1Upn9D1q7AdIZkOMJC9jU/wYxKWJBGQ0FbvRgEGS+f7ZS/gdNmRBIJHJ0hYIsK1iblHjRDzF269fXLF88HXUNRTy7Ff2rIzR1DUuhE7xo75vEMmuXHh+1nlRuRa+yNe7/oLHiz9Lta0eWbwxbbVFri77mLquE4omOH65h+NXevjdZ+/Gar69BbcgiOzIu5vT40cXDFerepbjwUOsdm5AERYutqmoK+B3//szCIKQY+vScxGsuWA1GdhRV8771zrpGBrnMzvWsq4yV1NR6ffwq/dvp8TjxGO/EfnaXV/Ba+daeP9KF+vKi3hsqjJ4Q2URBy918M7FdnxOGw9vql/SM1B1lfZoM5HsylXaLxdZPUN7tJlvdv8FO7x3syf/XhyK644df5bhlAWZ/sQQ3bF+zkxcwq04iWcTDMRHsCySYC91/gY+66cJp04yEv0+qhYGJExyKRalFlnyIAqLD1CzXDnvZ40eH17Ttjk/+yiFrBfC+k0VlFXc2aIMQRBYX1rEf3jiHvrHJ8mqGn6njWK3A0WSqPC6+feP7udwaxfdYxNYjUbqi/LZUV2G37kyVISiKLDjrlW8/dpFhgdDK3KOvp6c6kXBFKfvYnAbKxhOXGIy3YeuawiCiE3Op9y2g9HkVc4Gv8Vo4hrR7Ajh9AC1jvuwyDe8cV3XuRbKaWI2ugumf982Oca328/we+v288zGNVwYGGYwFCaraZgVmQ0lRWwtn5tfub1lmLZrgx/uQSwCp8vCZ57dicuzMswyrZErvDz4g4/UaN6M/kQ3P+7/Fk8Uf556xxpEQSSpJhhM9i77WC29o7x2rJnaEi/haBL1Qy5ois1lVNtWcTV8YcHt2qPXGEr0U2ZdWAzg0KsXuPfJzVN6pzKaqhGdTGCfo8JcEkWayvw0lfnnOBKU5Ln41QdmVnt7HVa+uHd20V15vpuv7F9e3/4nHeHsJG+PvEwwNcoDhZ/Cb7ozUcBZhnOVo4qeeD8/7H+F7Z4NBFIT/L/X/g/5Rg+fL3t8wYNZlHpAIDx5Ek1LYDOsp9T5G1iNq3O9mkgshW5roWZ0q2yg0uGZ2u5GDlZDZ+HupY8GZouBTduql91GsRSIooDfYcPvmG0IJVGk1p9HZb6bTFZFFAUM0uKEEh8GgiBQXOph07ZqXvnJmRXxOidDcZqvDLBxSyWGJRQJlVq20DL5GuHMIGktjlGyIQgi9c5H6IudZCh+gavpFxEQcBvKWeV8EIM483l+vfUUv7V6D5DTe70yPsz3O89xcqwPHSj3uCh1OcloKrqeyxXJ4tzEFrqu89ZrF8muoEC4KArs3LOKTduq7kjbyc3QdZ3R1DBvDb/IWOr2RLYlQUYSpFybyfWWgan/NF1F1dVFw3s6OkPJfr7T+3d8tfI3qbTWMJjoJZ5deo41lkjx0gdXaO0d49N3r6XQ6+T4lR6i8RSKLN0276wkSOz2HqA5fBmN+XPYaS3NB4GDfNZSMSvkfDOG+8ZRsyrxtEpf5yjvvnwef7GbT315921d3//tUPUsZyeOE8pM8OmSL1JsLvvQ8+Isw2mXbXy65KHpn3V07iu4C0VUFqxuA9D0GN0Tf0I0fQGXaS+13v8PWcyt5u/UBB7JpBhNxCizuTDc1JrRHZ4glkmz1vvxcpwWlXhYvb70Y5HGEoTcBK6Keq5RWlh5YmizxcCmrVUcOdRMaHzpbR3LwcVzPTmqwiVMbEWWTdxd8O8osqyfEYI1iFb2F/4BV0PPM5HuxSrnUed4kDxj9axnNJGKAzojiQjngwO8O9jO01XriWTS00szURQwiovnRkeHJzl7snPR7T4M/IUuHnhsAxbrnc/vZ/Usp8eP0B5tXtZ+RtGEz1RIvsFPkaWUPIMPs2TBKOWuMaNliGUjTKTHGUsNM54eI5gOEEqPk9Xn7w+ezEzw7Z6/4YsVv0JPrHO6tWEp6BwIcvxyD4VeB68evZaTdesZ5R9fPsGGuhIe3rUwmcF8EASBUksV1bY62qLXFty2OXKJoUQ/xZb5i24SiTSnDrXQ3zWGIIo89Mw2Sqs+ecQuHxZG0YRZsmAQjRhEA7KoICJO9/JqUwurjJYmpaVIqHHi2diCi5P5oKHRHr3GD/q+xufKfoFC89zRIVXXyGgaBjHXCpTI5saiWZ4598x684PpCYYSo6xyVGMQFQQEbLKVtmg38WyC9e75B1c4eZpw8gSK6KXQ8SVk8faUIxZCy8QYVydGKa5Zy0AsymA0zGZfCbFMmrf72z9WwykIOXqzohLPx3L+dFblcEsXh1q7KPW4eHJTI3m2lRX5FgSB+qZiCovcK2Y4O1qHmQhGcbmti44nWTRQad8z53VaZDebvV+d9m7mi1DcXVTLn1/5AIMo4TAY+flV26h15vON1lPLvvYzJzqJRW+vVWMpEATYuquWuvqiO/6u6bpOKDPOieChZRXgVFnr2J63j0prDflGP9IiCwxd14ipUYYSA/TFu7gWvkhb9Nq8bUKB1AjP938bVdcWNLK3oqY0n9/+3L4ZvzMbDdy3bRV5zg/3nthkO03ODXTF2he8pmhmksvhsxSaixHncUSq6ovQNJ19D6/DX+KZVSuRi7BpMzofboWma8sikrj12Is5SbcDq2Sj0FyC31RMnjEfp+zCJtsxSRZMkgmDaEQSJMSp6ISma6h6lqSWJKnGiWYjhNITDCX76It3MZDoW1YrGUBXrI0XB7/PM6VfwWWYPU+PJxN0R8apduaRUTXGU7mIRr1rZmvXrBHdHesnkonSSC0d0R6CqRBbPGsREGiPdi9oOCeS76GTxaxUY5Krlsz/uRxEMilMkowiilwOjtAxGWSzrwSLYpjBFvFxQDFIbN5WjbxIIY6u6wQnYsQTacqKP7yR1XWdYDTON4+c5YVz1xiLxNhYXsS9TTUrbjgBPF47a9aX0XptcEUI4BPxNJfO91JZM3ceZ7lYKKQvCAKfqljDDn85AHlGKxbZgKprfLZmAwZx6RNKOpXl4vmeFWNYArBYTXzq6a1zEqeruoZ4G5PnzTg7cYyJzPiStpUFmW15ezjgexiv0b/k8+by0A5q7Q6qbHVs9uykPdrCG8PPM5TonxXG1dHpinWw3NyAySBTnO9E07ScMdLhqf3rcNnNGA0frqVdFmVqbQ3kG/0MJecTtICMnqE1fIVN7p3kGfPnHIsHHtuAKIlzUnRqukZz5AJDiVzaYG/+gyiiwqnxwzQ5NmKWLFwJn2Uw0YvXWMAGV47i8L2xV7nb9zCjyUHeGnkBp+Kh2lZPja2Ry5NnKLNUkWf0kdQSHAu8i8vgZo1zM7KwfEGA6xARMUomau2NrHZspNxahUWyYpLMGETjbRv2lJYkrsYYTQ5xJHCQa+GLy+ojbg5f5L3R13iw8NMYJOOM7yCaSTMQjZDRNEKpJHlGyyy2JpjDcGa0LCoacTVBc7idrK5Nua+ZRVchyUwfoCOLDiRxZYoUPCYL7w928d22C1wIDOG32HhvoJNLwWFqnCuvRr4QLFYjm7YtnPiHXBn8K29foqjQNSukK0siBb6l91wmMxku94/wp69/QMdYkPVlRYzH7mxv3WIQRYEde1bx4o9OrZhyyunjHTz21JZl76frek7GTs9OhYHkRRd0Zlmh0p6Hqmv0R0P8oPM8JTYX9xfPFklfCP29QXo6x1aszxXgngfX4C90zfp9PJvig9Fm7r2paXu5yOoZTo8fXdK2IiKbPTt5pPAzWOXbF6qWBAmH4mKDaytV1lreHn2Zk8EPSKi3RjOW/1BD0QQvHr5C99A4m1aVkMpkOXy+E0kS+eKDm1lfWzw1XjSEKW8ul4PNoIiLFx4WW8qptq1iJDm4oIfeHe+gJ9aOZ56ezuBomFOHWnjgMzfGuygKKAYZAYFV9rWUWao5PPYmKTWBIipEs2E0VKLZMEk1zlbPHk6Ov09aS2EQjUxmJgDINxZSZ1+NTXZSa2tAEmTyjYV0xVpxG7wogsJq50bOTRwjbJnEs4T2mVthliwUmIppcqxna94enIpr2jh92KiIIAiYJDMmyYxbyaPG1kBPvJ23Rl6mLXyF9BJ6R7N6luPB9ym1VrLBtX3GNeWZLEQzKQLBKFldp2MyyINls9/7WYazyOzj3dFjDCRGEMkl9p8feJ1QJsx2z9wC0tehkcj9rafQlxFCWQ4a3D6iJWnaJgN8uX4Tk+kkhwe7KLY5uLf042XyX9VQtCTCA1XV6R+aIJXJ0tUbmDEH2KxGPv+pxakDdV1nNBLjxXNX+e7xCyiSxC/v28ajGxq4/7//44e5jdtCzapC8v0O+nruHEvIzWhrHiIeT2NdYh5P01Um0l2MJK4QzYyS0RJIgoxZ9pBnrMZvXo28gLhAOJ3k8HAn7eEAmq7TFw0t66XXdZ3engDDAxNL3me5cLgs7DnQNGc+/eDIFa6FBrApplmGu95ZRJ5xcR3K/njP9IS7GNwGL/f6H8emOBbfeAkQBAGXwcMjhZ/Ba/Dz2tCPic8ynstD9+A48WSaZ+/bxPvnOzAaZP7kVx+mvT/AobMdrK8tRkNlMN5MobkOCZn26El0XWOVY9eix5cEiU3unZwZP0ZCm3/xmtZSnA+dosm5YU4qwHdfOk86meHNH5+enhoKSz1s2bMKQRDIqhl6451ouoZRmmnQM3oGARFZUDCIxmnDeR2CILDetZ1zoWMMJfsptVTiVFwMJXuJZsNMpIP0xjtIaUli2fCyDKciKFTb6tno3kajcz2OmwzmSkAQBGRBptpWT4GpmEOjb3I48DbRJVR+x9Qoh8feptbWiF12Tr/bDoORL6zakKuunxgFBGpcs3vgZxnOEksh9xfsJZyN4jPmEc8m6IkPsM7VSKV17oTq9MHEnKeUzPaQVkcxSB+eo/VWGCWZXYXl7CosR5jSm9viK0GZSuZ+nNi4dXFvE8BokPn5z89dITdXWOBmXGf9aBkO8GdvHuFMdz+riwv4zXt30lDkQ5HEj6W22GCQWL+5csUMZyyWorNthDXrF2Yy0XWdjBbn2uTLtIbfIJweIKvfCOOIgoxF8lBgXsPW/F/GJs/Uf9V1nf7YJP/UcYYSi5NPVaxhLBnlbKB/WWLVmbRKd8cosdiHU6VZCKvXllJSOncdgSJIuI1WWsKDswxnidWzJMPZF+8iqy1tAbzFs4t8450Jpd8Mk2Rml3c/AvDS4A9um9oPcutTSRSwW40k05kcdwW5ivTr4WBNzzKQaKbAXMPV8CESamSGqs5iqLBWU2atpCVyZcHtroUvEkiNUGwun/X93f3IOhKx9LTRFACrI2cgcx6xTom5gvboNXR0BhO9DCf70fVcwU1Wz5DWc8U0RsnE5ckz00VUmq6S1pJ4DPmMpYYpMVdgkW0YRCOh9DgxNYzPWIiAgFlaWtRQADxGL48Vf5a1zk1LYke607BINg74H8YiW3l9+CfEsotTW3ZF2zgfOsVd3numf6dPiYe8099BLJtG16HBPZu6cpbhlAQJj8GF3+RFFERcioNCsz9HUrbIw7AZVjMef4tktpehyDcoc/0OBikfgTvH2pDVNE6P9lPvzsdlzNFwGaWPn3JXkkTWbihf0raCAPke27IJEnRdJ5xI8dqlVv7y4DEkQeTLuzbx7I71uCw570mdQyHlo8LWHTW8/NzpFQlNqlmVa5f7FzWcGlkuTvyA8+PfQRRkrLIXm+LHJDlQ9QyRzDDxbJDOyCGi2TH2FfweDqV4xvj896dfwyhJhNNJrk2OEkjGCCRj9ERD/MGGe5c03uKxFM1XBj70fc8Ho1Fm49YqnO65c9gHClajzRPOlJdQe3C9/SO7hOILCYkN7pWTC8vlTvcSzoY4OPLasgqCbkZ1cR5nmvv4o394nSf2rCGVyfLH//AG2azKLz2xE7i+sHLw7sg/UmffSbG5gZFkxyJHvgFJkNmTfx9tkWsLhmtTWpIPAu/wTOlXuLVFr6h8YS9vLDXE5cmzFJpKkQSZPEM+5ZYaJEHCLFnwmYo5O36MBsc6FMFAhbWGQDonB5fVVc6HTpBSk6x1bWEg0cOFyZNktDRmh4VSSxUng+/jVNw45yiemQuyoPBo4dNIorxgwdJKQhAEDKKR3d4DpLU0bww/T1pbOGyroXFo9A22uHdhlnOLhMl0kh+2X8JtMuMz2zg92s9kOonLODMyMGsGSKhJzk1cYZ2rAatsWVTb7Wa4zQcYCP89qjZJIPYCyUwPLvMejJIfQVBYSg8ngCLl4zbProwEaA2N8VpvC7FsGrsyM2znM9s+Nv7a4lIPLs/iVZ+Qy3EeP9vFnm1Ll1rTdZ1L/cP807HzvNfcRVOxjy/v3sTOmrJPjJxaeVU+Lo+VieCdr65VVY2O1mE0TV+w1SeYbOfC+PewyHmscT9Fjf0ezLJr+vOslmI0eZWL4z+gL3aSq6EX2ez9Copw48X4vXX7ZxSa9UQn6I6Os7ewelEFFJjido4kVpRiz1/oor6peN5nIS+jiGkuaLpKOBNaEn2az1SIU3Eue8K87j3dXCQyl1efy2uZ2Jm3n+5YB62LeHPzwWkz84uP3yAD0DSNLQ1l2MxGbJbcXCIJMmtc91Kr7SCpRpEFA1W2pZMCCIJAtW0VpZZKeuILG9xLobMc8D1Mvqlgxu/VrEpP+yhV9bM7BK63vpRabkS3JMnMTu+B6Z8rrbVUWm/MLXbFxd2+XIuhQTSw6yYPC6DEUjHj5wP+Rxe+yTmuySB9/FSnudCtwt78++iNdXJhcvEq+Il0kPOhk+zw7gNAEkSqnB7i2QyjiSgCAtFMenHD2Rbp5szEJSLZGMotxUCllmJq7RXzXoRFqaXA9iwD4b8BVKLp80TT55lS5lz0Jq7DYdo+r+FUdQ2TJHM5OHtSWpNX8LEZzvKq/CWreGQyKoeOtc4wnNmsSlvXKOcv9/G5OXKcL51v5hsfnCGezvD01jXc3VBFkcvBaDjKzcQnmq6h6bnWlOHJKNLURO+2mLCZVm5wC4KAyWygstrPRPDO9y3qeq4nMjwZxzWPlwXQHjkIQIPzERqcjyGLM+nNZNFIkWUDFtlLsK+dgfhZGjKP4DKWTd9Ho3tmyLHKkUc0k6bAsnh48zr6e4JMhlauSKuoxENZxcKeSfPkAKsct9emklJTi67Yr8NtyJvRWnFm/Cgb3TsIZ0OcCh5GkRR8xiJqbU10xJrJN/rxGPKZSAdoiV5CEmTq7WuRBJlzE8cwSibWubbOyM1BLhx4l/cAXdFWMrfhdaazKmea+2jtGWXXuioisSSvHbuGw2bimXs2kO+yoesaA4lm+uNX0VCxy3m4DUWUWJbe42mSzGxwb6Mv3rWg1xlXo5wNneC+gsdm5AKPv9dMeDyG03NTH7JRxu5cmYLLf24wSibuLXiMtug14urCPNoZPc3V8AU2eXZgEI3YFAO7CysIp5M4DWYCyRiOOfjPZxlOl8FOla0MTddI6TO/dFVfrN1DpNjxC4iCkZHod8hoIXQ9C2joC/DPzsb852lw+6aZg26F8iFX2R8G5RX5GIzLCxlnsyqJVIaL1wZ453Azmqaxf9fc/JDPn7nCtaExFEnkuTNXeOnctRyd+Rxx0VQ2S/PwGL/zvVeQpibN375/N5/a1LTs+1oOzGYD1bX+FWv4D4cTjA5PLmg4x5LNWORcDvNWo3kz7EoBxZaNdEbfJ6XdyIfous7ViRG+23mWaruXnQUV/OXVIwzFwzxduZ5PVayZXowshKuX529J+LCQFYl1myowmuZfqF0N9XNkrIVSq3dWnMcgyot6pFk9s+QeObNkQeDGM+lPdLPBvR2bbMcsW7HKNiqsuVCiW8njyuQ5dnvvxaG4We3YRHPkIuPpAGktiVNxM5EJEs2EZ+XKBARWOzdSbCmnO9a+pGu7GR19Yxy50EVTVQHfeu0UhV4nT+1fT1vfGK8cucrPPbyVrJ5hJNmJ21CETXYjCQYm0oPT9I1LgYhEra0Bv6lowdaUrJ6lOXyRzVOtKdPPr2OM4f5xOpuHpn9XVV/Ig0/PXFDrus7XDp7m+0cu8GsP7OCRzQ1LGpvXMRaO8vvffp2MqvL7n95PXdFMkgVd10lnVS73DvPauRYudQ8TS6WxGg2srSjgkc2NNJRM1VXcsjjTdZ2/fP0Yr55p5u41NfzWw7tQFmnTS2eyfP29M7xyJjcXum0Wmkr83L+hjvoSH0Z56UxoheZiNrq380Hg7UW3HUkOMpIcpNRSSW80xHdazxPPZPhK42bCqSSjiSjr8mbW68ya6UvNRZSab4/PTxAEJNFJifNf4LU+xmTyA+LpNrLaJDppllpCblHmL/uXRQnbx2gg54KsSBSXeubsu5oLOjAWjPLyO5dp7RjBajbw1MMbqa3yzSs4XeS201C4OHuITk76SpEkPFbzNLuSSVn5PLDBKFNS7kWSxBVpS4mGE4yNhqlrmH98prUYoqCgiItVNwsYJQdZLYV2y4Lwr64d4anKdQwlwvzFlSP8RtNdOA0m/tO5t3iorAHLAgYZct7x1YsrZzgVJVeItdAkcmq8g4l0jH9oPzhrcfVIyUaq7QXz7JnD0qWomaLTm+v3Mjvy7uZY8CBjqRHKLFU4FTeSIDGZGccomemOt5FSkxhFE8HUMD5TMRk9TSwbmVNJRBJkdnkP3JbhjCXTFOTZ2buhGkkUiCXSVBV5MCoSz713CQBRkPCbqnAqBbRGjqKj4TdWsdQ0EzAlY1VCrb1x0daUgUQvHdHmKa899+4//Ut7l3yucCLF0ESE2G30Cquazlg4RjqrklFnOyvprMo/vnOKbx46C7pOkceJ3WwklcnywsmrvH6ula/s38zn71qPyTB7EbervoLvHj7P0eZuHtxYR1PpwmNO03VSmSx5NguyJBJLpXn9fAvPnbjM41ub+Lm7N1HoXlqrkyIYWOfaxLmJ48QW8TrH0wEGEr2UmCsAgY35xdgVI1fHR1B1nVLb7PbAWbPpneizATAr5ZiVpRXLLAcj8ShnxwYIp5N4TBbuKcm1oLSGAoTTKbb4F678XQk4nGacbisZLYIsmhEFBV3XiWUHsCmzr0eWRKrL83PK7Y9vpqTIvWhF8K/u304yvfjLoeo6n/3L71LpdfOb9+6kyJULL+bbV4bo/WYIgoA3347TZVkRqbFYNEVwLIKuMy/hu0XyMJHuJq4u3Eah6xrhzCBGyTarajKlqtQ6vZhlhdNjfbiNJiyyYUkk8wDJZJre7rGlbXwb8ObbKatYWCbuvsK1TKbnDhXfrEU4H2RBRlqih5VUEzlDq+v0J7qJqzkPXtM10lqKOnsTVybPU2apQhEN5BsLGU4O4DMV0h1rY0feftyGPCYzQaLZMAk1jkmePyxZaa3FJjuW1HZwM3xuO4fOdfB/fvQBLpsJWZb45munCU7GWFuTW4yJSBSYapAEmXWu+0hp8Slvc3nzoiIaWO3cwNmJ4wteZ0KNcy18kSbnBqxy7h39OIpr5sKVvhG++d4Z7GYTX9y7kS21JZgNCvFUmtPt/Xzz0Fm+dvA0q8v8bKkpnZWXXl1WwPrKIo639nKmY4C6ovwF6zEMssQzu9bx7J4NKJJEKJ6gbTDA9z+4wPPHL5FVVf7143uxLCElJggCeUY/BeYSOhahi0xpSQKpEbJ6Fq/JwlpvIQ7FyKGBLiyKTLndtXhVra7rdMX6KDL7MX0CEr634urECIeHutjgLeLVnuZpw6nqOocGOz8Ww+l0WnC6LPRFX6fEdh9pNYRJzmc0fgyL48lZ1FqKLPHkQ+spLnAvmdN2qULUqqahSBJWo0J5noty79w5X13XuRrupDs2xC7vOkKZCP3xUXbnr1/SeeaDy2PF6V4Zw5lOZwmMhclmsyjzeNBFlg0Mxs/RFz2B39SEQZxZsHVddDeQamUgfpY8YzUmaeazfaS8kd87+TLVDi8PlTbwR2ffJKOpNLoKlpQOGOqfILmCbEGNa0oXZacqNLspMLtmBXmWOikrggF5iW0YE5ngdBrHKtmxSrnFmqqrXAmfIZAapcbWyGhyiPOhE0SzYUotlZSJVUSzES5PnmWjeweF5jJOjR/GJFpw3FTQdev1WyQrRebSZRcJFeU7efb+TUTiKfJdNrKqSnPPKFZzMQ3l/qlrztAc/oA6xw4kQeZC6A2MooVNnuUVzABU2+opNJcsKn12NXyBYGoUi5Qbq4l4mqNvXWb/ozf1zQvLN6iaptM8MEr70NxC35PxFJFEiqym8f6VLjqGgjSU+qktzHn6h692EUtleHL7Gp7auQbzlFep6zpV/jyiyTR/9cZxDl7qZEvNbEk9SRT47F3r+eBaN+9e6uChjfXk2S3z3ocoivhuUnKym42UeJyU5rn44x++zUunr7GnsZK9TVVLehYuxYPPWLCo4QQYSQ6R0hLoupGspmKRFR4or0PT9TmdmlmzT19iiKOBM+z0bsIqzwx3WSQzdmXlPZeFoGk6G7xFPFxezzv97cSyaayygaSaWVLF40rA6c4ZznEtQiTdQSjVgtvURFaLzxngSaYyfPNHx/l/fvMGmb6m6URiSSZCcSpKb190WhAE/u0je3FbzHhs86/adXSe6z9ImaWAi6E2GpyVnJm4+qENp9ttxeVaOZq/4FiEZCIzr+Gsdz5Ia/h1rk6+SFqLUe98GLPkQhRkdDTSWpyRxBXOj/8Tuq5TaduLTfFN7y8IAg+U1PNwacN0tecGbwnhdJJCi2NJrRw9XWNoK8SgBLB2U8Wi26i6xnAixGhykkgmiSgI5BntFJicuAyLV38romG6gX2xoO1wYoBYNopFsuI25PFI0WcRyDWnb3DtRNf1qep8gXv8j05FDHI/P13y8wDTYcr9vkcAFqRjM4hGCk3LN5yT0QSZrEptaS7loes6u9bmJAynq3rRiWaDTKQH6Y1dxmMoIaMllnWe61BEhT3ee+lYRGw7rsY4HjxEiaUCAYEXv30UxSBz9mjb9DauPBvVC6Qo5kJW03jrQhtfO3h63m20qTD+X795HAGB33x417ThHI8mkEQBv8s2I9UjCAIGWaIs34UsiYxMzt0zKQgCa0r9bKsr5XhrLxd7hrh7dfWy7kEQBKoL83hy+2r+y3Pv8b0PLnBXY+V07cZCkAUZn7EQRTCQWYRRKJAaIaWmCKeyXA6O4DPbGIpF6AqPU2Z3Ue2cOSfPmn0mM2GSWpLj4+dmrVbrHdVsdK9ewu2uHOwGIwigSBJVDg//68IR8kwWRuLRj03E2mYzY7WZMCn7CKWvYVWKiaZ78JhWI8xDU3hd1FjXdQZHJrlwtZ/e/nFkWeQX5iFHWApEQeDJTUv7jlRd4678DRwLXKTQ7EUWPnwe1OG04HAtzp50u5gYj5FKZuZlaDJJLrbl/wonxv6G1vAbdEYOYVf8KKIFTc8QywZJqhMIyDS4HqHGcQDxpvvWdZ2fdF/i6ar105Opx2jBY1x6RWNfT3DFRKtlWaSmdnGigYsTvRwcvowoiBgleYrjM4NDsfBI8cacN7oABEHAZypEEqRFezkzeoYrk+fY53tg2iBex1gwSmd/AF2HugofNquRM5d7ERBYO0VmfrltiHyPjaoSL6IokkxlaO8do6mmkOFAmKyqUeK/ES6TRRmXYfnV8x0DQXqHJyj1u6fvMZNVaekZJZXJsqm+FElQKDY3MJxop9K2EYvkYDx9e1qqOXq81RSYixlM9C247YXQKe4teAy3IY+axiLGxyKMj90wSPIS6yduhiQKeOwWDLKEx27hvnV13BzgiqXSvHGuFVXXuXt1NV6HlTXlN/KQFT43qqbTOxYilspgM93I7acyWa71j5JVNWoK5l/o28xG7ltXx7nOQX5w9CJ7GquQpeV5zqIgUFeUT7HHwbWBUYZDEYo9i0fgBEHAbchDEQ1k1IUNZzg7SUZPo+lm2ieDCH2QVLP4zTb85tnO4qyZstZWQYFp7iIUs7TyQtGLsbM0efyouoYsiHy5fhMXg8Ok1Cx3FVZQ5/4YpHcEsDvNmC0GBKEKu6GKWKaPoHqBPNP6eXfTNJ3OngBvf3CN4ZFJ6msL2bG5ivJ5SN9vLvC4MzkQgTJLAR6DE0WU+U7Pa9zjnykQPn1O4QYx+mLXoRgk3B4boiisiPGYCMZIpeYPgwqCSKl1KybJwbXQy3RGDjGR7r7xORJuYxWNzkepst89o8fzOl7vb+HpqvVA7n5VXactPMYrvVf5jaa7FiRA0HWdgb4g2goRUeT7nNgd5kXHwOHRa+zxN7DOXZ4LL+sQy6b4Ye8xumNjixpOgHJLNbKgLIkE4fj4+2zNuwuLbJ1hOE0mhQKvg+bOEboHgljNRibCCbKqyuDoJKUFbvxeO0fOduKym3n3ZBvjkzE6egP81hf3YVAk3jnWwuce2TztZYiIWCUbAiL6MlRbrkOfKkI5fa2Pd061osgSd2/KtYYJCBRZVuE2FmMSrejoOBXftNe8XBglI9s8d/H8wHcW3C6ajXBm4hgHfA+zcdfs/u7bObckiuxfU8O7lzoYnAhzV2MFm6tLpo81HIpwqr2fdFblc3etm1W8c2BNDd95/xwHL7ezpaaEe9fVIQi5uev5E1d48dQ1yvJd3Ld+fodFEkXWVxZRW+jlQvcQV/tGWFsxt4KVruuoms6x1h4OXe5kLBzDbFTYtaqc9ZXFeOwWhkIROofHl2Q4AWyyA1mUF2rUACCWjZDR0uSZPGzxl+AzWym1uTDN867P+q1JMmGaw0DO1fZwJ6HrOrqeIqMFSWb7cJrmZiKxKjdWPT6zjXtKatBhScxGKwFZkvDk5QxFVosznrxELDtAON1BiX7fvMT4bV2jfPu5E+zdXsfnn9iKySgjzVHWfR2/871XGZ6M8HsP72Vd6YeXThOAL1Q8hCLIPFFyNw9rd2GSZlaLqnoCVU9jEJ03FRXmip4kwYxZnl31KAgC+X4HsiKRTi1P8mcpGB+PLpo/lAQFv2k1Xn8d2/J/iVC6l0Q2hCwacShFWBUfsmCc0UIxEzoZTWMyk+BaaIRXe68RzqS4v2TVogUzmf8/e+8dXkl2Xff+TsWbA3LO6EbnHGeme0JPjhySYqZEWjJlWZLlZ8tBfk+yrWBZtiXTVKCowKdAimIaDifn1Hk654hGzri4OVV6f1wA3Rjk7sYMab81X38D4FbVrVu36uxz9l57rbzF2GhyyYTda+qLF9T2VKL7uRzvp8odRhEy4BA10kTzadzy3KzgCTR4WwiqYbK5+VOVQ9k+3hp6iQcrnkS9gXXs9+j09I8xFElQWxWmbziGYZrIkoQkSXQPRNl79CrXekfZvi5N0O+iubYETZGpKAkUfE81hb7BGLWV11eKyrg/sOksInA6DiOxFC/sP8+7x69QGvLxsbvX0lJTMumOYjo53hj8SxSh0eLfRlirpC9ziTb/ThbDrJ2AQGK5fw3lrioGs7OvXG1sTowdZkvRHbgsH0N9Ywz3xxCSoLwqTElFYEF+tB9EVdjPrzx6B//yr5/jm28coboouGBmanVxgN/4+L38z+f38tvff5OrA6Osrq/ge/tPc/RqD7UlIX710TtoKp/bPrKhLMzOtnou9Y/ww4NnWFlbPq17wHEgns7xjdcO8aPDZ5GFwK0XnFmOXe1la2stOcPEsmz6xxZOCnMrngVZpFmORdpMUeXWaQuVcjk2yvmxYZoCRbQGi3HN58eZtXJE8lHK9OJCpKYQ1C4kriAQtAVur5B6YUafIpk/RTyzn5H0S+hKxayB80ZMfFkfJQdNViSCoUIabzC9j7HcOYpca8hZY4zlzlDi3jRtH5eu8jv/9kmqy0MLbmEZjCfpG4uTMxYfjGZTY9HGyR+aUNGk6Q/lYOYQeTtJve9h0sYQQki45TLGcuexnDwN/sdmfL+S0gCKsjSBMxnPkM+a864ACioiOoqk41EWVzOOGzm+036MrmQUVZL4eOM61hZVLkhqLxZNkcksTDjgZlBZE0ZdgAXWEzWbeb73KN+8+vZ4sC9ML7eVtNAWWFitTBEKO0ru5kfzrJZgwnHiHYq0ErYU3TEZPC3bIRTwEPJ7EA5UlAS43DHEtnUNVJUGOXDyGtvWNaAoEl63Tmt9GWcu9WM7BUcQIQR3b13Ga/sv8OlHNk2S6Qq+jdKiTFI8bo2ugQgBj86v/swuqktDMzClBaV6A7WeVfRnL5O1ktzKKCOEoEQvo82/huHswJy1zuHcABfip4m/66W3c5TisgLJ6tThdpraKrnrwTU39f7rGyr54t0b+cvXD/PMwTP8k/u3Lqg9TZYkdq9qwuNS+d3vvcnXXz00+dqa+gr+n0/uYXlV6bxsc1mSuH9dK8+9f47j13q52DfMqtqp5QbbsXn7bDs/PHiGYr+HX3lkJ+sbC8pYpzv7efbwOa70j2I7Dqncwp8vRRTMsReCvJMjmsvwWvcV+lJxWkLFnI0MkrcsNpZOFRKZdvWupbrpTfdTXLoNZfwDHY6c4K2hA9R7am5r4DTtBLHsPkZSL5LMHSdn9QM2ujJ3v89PEhT5euAM6m14lMKgVOxaX1ipzQDbcbjcPsTRU10YhsknHt2IosgMjyY4cqqLh++5PUIFjuOQzOV5/ewV6otDbGyonnXbhJFCFhKeGwhhaXOQoNYCCAbTB9DkEDW+ClTJh2EOznqsUNi7aB3ehcIwLBKJmyNrLBS7K5op0j3cUd5InS+MIs3cpzgTYrEM2czSMWrLyoMLmmz5VBefqt9JysyRtnJ0pUaIGxnurVgcR2FdaDP7Rt5gODf79z2BmDHGy/3PkLUy7Cp9AEVSSCSzHDnbRSqTK6RtiwNcLQsSiaawbJvqsiDHzvfg1lWKQ14UWaJvKEYmlyeVyXP0bBdDowlGoklSmRx+7/Vs2GKdN1pqSvi3X7gPv9c1a/uXLFRa/FvwykXkrBSmY1Cs195SNkuTddr8azgxdoiYGZ11u7SV4kLiDCOnw/z8Lz8xqRw0PBDlhX84dFOBcwJPbl3Fqc5+vnfgNJtaatjWOp0FOxNi6SwHL3YRTWeoCvvZ0FTN2a5BxpIZ3jvXTmXYT9AzfwmvuaKYbcvqePHoBQ5d6mJ5VQnKDa0p2bzJ/gsdpHJ5/vWTu3hg/bLJa3736mbKQ376InHaByOYiyDeLeZby9t5spZJjS9ArT/ItViEnD3z5H9a4BzLx1AlFVlIpMw0e0eO0Jnq4aGK3VxJdi7iNKajoE1pYtlJRtMvMZT8PhnjKpaTBBwEGqpcRNh937zHASbdUSZ+/iggKxKBYCHY5K0xwvoahBAExgPOTMjnTZ5//TRPPriOF944zdOPFGjnoYCHt/ZduKXA6TgOpm0zlsrw1vl2/vHQSbrH4vyrh+6cM3D+r8vfodZTzhcbrq8iNSnAUOZ9DCvBUPYoIW0ZKaOXsdxFAmrDrMcKFXlmNFa+XRgdTs7ay9mVPERn6gCbi39uxvrlQvDZlo34VH1KfSNl5BnOJqnzzd1zm4hnlsy4WlYkiooXbw5wLHKNI6Ptiw6cE+SKXaUP8uPef1iQzN2YMcoL/d+nI3WZPRWPU+qpYtfmZiQh4XVrSJJgz442DNPC7VJpriuloiSAqshoakEZZsvqOja01RSE7FfWYpo2kiTwuBeWYp4NmqJwrS9CJRDyzUwuk4REUC2shmo8qwBnwYpBs0EgaPG3UemuJZaIzrntxfgZttzxBF//L88TLvbiOBAbS01TDbp+7AW8vxCEfW6+sHsjHUNv8Ec/fo8/+8rH5u0dNy2b54+c51vvHmd9YxW/8fF7KQl4GEtm+N3vv8lfvv4+kiTx+V0b0OdZwcqSxGfuWs8LRy+w93wHD21YRmU4MDluG5ZF5/AYLk1hQ9PUjIgkBG3VpTSWF9E5PDbZFrMQmI4xq9nBB2E7NuVuHyUuLwIocXkQCBoC4fn7OIv1MPtHjpAy0wzlRnHJOp+ue4JIfuyWUqKWnSRtXCSa2cdw6hmy5vUgrEhFeLUVhN33Uup9AkUqEGQcxyFqjBDNj6JKGiVKHhuNMUsgkKh01ZEwYyTMMUJqCV6lkNoYyHZTrtd8KMFUkiR8/sKMqz/1DiF9JRljiLQ5QM4ao9o38ySgpMjLPTuX8fb+S4xEklSWBYkns2g36UTvOA6pnEHHSIS3L17juePn6Y7E8Lt02ipLqS0Kzbn/Z+oemlbjrPLsojP5AsPZY7QEP0Uke5YTo/+DIn01Ze7Zha+DoaVbcQKMRZLjE6bp329v+gjD2UIq+WbxzUuHebBmOWuLqjg7NsDKUIGQ9rWz7/E7mx/Brcz+4KaSOfL525+iBvB6dXz+2T1Eb4RhW1xO9LN36CIB1c0vL3+Q3z79w0W/p4TMhvBWutJXORo5iD0fy4KC3+Tx6GHOx0+zKrie9aGtBYauE8aDF7dLxc31axj0Tw1imqowMTbeuMK8VfQMRXnl0AV2rG6gKDCVJe33uKgonqpFXLjOt2cM0SUX24t3cTl5fk4pw4QZw142zK/s/CSRgSQIKKsMTqbnbdvh6uAoFSE/Ppc2rw3hBCQh2NBYxafvXMfXXtzP1189yBd2b5wzeGYNg+/tP4XXpfEvHruT+tICs9mra/y7p+/hy3/8XZ45eIZHN7ZREZ5fx7mxrIh7Vjfz5ukrnO4apCIcmLy6jlP4p8nKjLKBpmWTMwq18YUSgwCyVnaaMthsUIWGLCQEDt3JGGcigyhCYvkMpNNpo3STtxbbsenNDLAxvJpWXyNuxYVhGzR557Z0mg5nPB17iLHMW8Sy+8iZPUwUJlS5jJDrTsLuewi4tqLJJXzwRo0aEY5F99KoK3idlxiU7yYlVjGSHySkFmM5JgkjRmfqMjuK70cIweHIWzxe+YVFnuvNQZYFXl/h4TadLN3Jl5CQUSQvRa6ZUyuSJFFXXSio37Wthb/6h32UFPlJpLLs3r5wx5QJZA2D/Ve6eO/iNQ5e7aZrNErI4+KhNcvYvbyRLU01VATnvrGbfNNXo0IoNAWeRhqvhRbra2gMPIkiZm9iBvD5XciLpJwvBon47Kna0dzCLaBmw4XoEL+2ehdZ0+APT7/NN+76GQKaC8O25+1pTKdy5PMLe1AXC49Hx+NZ2Krr9f7TPN97lBpPMaWuAG8PnmcgG+W5nqNsLm6mcgGsWigEj6AaZk/544zmhmlPXVrw+WbtDEfHDnAyeoQKVxVlrkrKXVWTIu9BNUxADaHNI2F4u5DJGxiGxYlLvdPIjsvqyqYFzpkw0fc4EXBsx1kQMVEIwcrAOkq0MgZzc7e3HI8e4r7yR6lpnE6+O9M1wO/+4A12Lm/gc7s2TEl3zgdJknhs8wqOtffy+skrLK+auwvBtGx6IzEayorwua5bQwoh8Lt1yoJ+LvcPkzetOdW8JqAqMg9vXM6+Cx08e/gs96xuRhsX8lBkifKwj4t9w/SNxakrCU3Z99pQhN5IDK+usaKmbIajz4yEGVuwp6wu62Qsg/cHexhIJyl1e2mPR8hb1qR06QSmBU5VUlkRaGHFB2qZYS1IYAHiBxPKLLaTYTT9MkPJH5AxrmDYoxQCpoQqFVHm+wRFnodxK/XIUmDGG08IQZ2nmYw5jJ38czRPM2NmBeXuYkbyvVhOltFcH0PZTvqzPWwM7cClLNzB4nZAkiQ83oLCUo33ATQ5gCaHUSX/rKxNXVN46sH1AOza3kpNVYhYLEtR2EN9zcKILLbjkM7lOXi1m+8ePsWF/mFimSweTeWzO9bzyNrl1JeECHncM84qJwYOyykEA0mIaV56vak3CWiNhPUVQKHVQ8GDgwWOmLVHVVVl3LeYVpsLyUR28vwdx8bGIm2O0pc+TiTXjkBwPPItNGmm3kuBhIJfraDOtx23HJqWivMoKm/2XWYok0QSgpOjfQQ0F5osz1tXS6dzGEu04nR7Ndyehal5BTU3d5a1oUvquGOOAw7kbRNnMUzUcVS6avhU3Zf4+44/pzvTsah9TcegJ9NJT6YTWcjokgtdcqFJOpqs45E9+JUgPjWAW3bjkjzo8vjrkoYm6de3lzR0yTVuaL046nJjZRFffnzbjK9NpBqzlsFzXWf4ZOMGbMfhtd4LrApXUu0JEstn+c61owgEn2zcQCyf4cWecwRUnU83bUIgiOUzvDNwmafq10177lyyh23Fd/Hjvn+c8zxjxhgnoofZXfrgtHGxyO9BVxT+Ye8Jukai1BQvfPUF4HPp/NJDO/mlbzzD66euEEtnZ02zypJEkc9DXyROx9AY1UVBJFEQxOgeidI9GiXocU1hyDqOMzm5mAnLq0tZU1/BkSs9XOwbZk1dgc/i1hQ2N9fw3rlr/N1bx1hdW4FHVxFAIpvnR4fPcW1wjKe2raQstDARHsdxGM0NT5p4zwUJCY/iI20YnIkMYtgWvakYl2Oj7KpqZFlo6iRmwXlBSUiT6h6zwbJTZM0uxjLvMpT83ng6tjD7VqQgLqWJYs9DlHqfQpWLYB7TU8dxEEg0Kf28nR2iUkmg5M5zJSnRoBmYkb9nLCfTphnETZ1cCkzP5xe8NL8dkGSBe3wV4FGriOUvMZY7hyL5CGqteNXpDEZJEni9OkMjCSLRNOl0Ho9HxaWr86ZecqZJ12iUA1e7+MdDp7gyOIpbU2koCfHZHet5csNKygJeJDG78soEzsev8Xzfu8TMFFWuUj5Zu4cy1/U+0rwVw7SzANiOSc6KEDc6GEjtpcS9kWrv3TMeVwhBILB0Fkjx2PUVZ3/mFIdH/oKR7CVsx5zs6zsXfXbOYwgEgUgVO8t+lRrv5imyiL+86k6+efEwVZ4Av772Hv7g5FsYjsXPtm6Zt4czm85jGEtz/7lcGrp7YfWdHSXL2F5yPXthOw5Fmpd7KlYtmlQD48Llrlq+3PSrPN/3Pc7Ejo8Hr8XBcizSVoq0Nd2zdfp5ffAvEyue8QF6kT2cmqpQHJx7yLMdh8FMYvLdGvzFvD/SRVXdas5E+1geLCdhZOlNRRnIxLmzvInDQx1cjY/wQvdZMpZBd2qMLaX11HqnizSsC21l38ibjObn1jI+OPoOm4vuwPeBhUB1UYA//NLj/OXr7/PC0fPsPXdtUdcAoLYkyK88cgf/7UfvEEmmqSoKzLidS1X4mTvW8ldvvM9vfOtlHt64nMpxK8OXj1/EMC0+sWMNIa9rcrVpOw5/8dphktmZg5XjQDKbJ2eaPHPwzGTglCWJu1c38/6VHvZf6ODn//T77F7VhKbI7DvfwcnOftqqy/in929b8N1rOHkGs30Lqs371SC65KJY9/CLqwqTq5xlMpRJUecPTdv+lqViCu0kCRK5Y0Qz+xjLvEbW7Jp8XZXLCOhbCLt3E3LvRpMXJ1KQMuNcyzrIrntx+VqochmQ6UZTBS53M7o0SI81SNhTite9k85c7wLsz24fZEmarEv2JF8hoLUQ1JZh2Em6E8+zPPzz01Y0tm1z6lwPh090cKVjGCGgvqYYw7DYsq6eO7fOzFxO5Q1+cOQsPZEYF/uHCXnd3LOiiTuXNbBreSPlgYXLITrAKwP7eaBiB3XeCo6NXeC1gUN8ruHhD2xnEsmeZTR3irQxCAJK3ZsocW2Y+cDjcPuWTuc4nc5N6ZMMaw0Ex8X0ryXfQ0Km2rMBZRaHFMvJE8m1M5bv4Gz0GYpdzXjHe1KFECwPlvH7WwskKcdx+OOdT2M59rjQ+1wTvQLxa6l6nnVdQV8gMUIIQU8qQo2nUBKQBNxXefOszIljlujlfLzmC9R5mjgw+jYD2d5bOuaNmJ4GnyUxvrQt5ZMQQlDq8iGAkWyKpJGnLx3Dp+iENDdXEyP4FB2/5sLBYX1xNV5F59RY74xBs5D2DrE6uJF3h1+dM+0fyY9wLnaSLcV3TJk+CCEoCXj55Ud20FJZzDffeJ/u0diiPpcsSexsq2fPuhZ+cODMrNupiswndhRs9N48fYUXj14gkzPQVYXakhB3r27iEzvW4NGvZ5ccx+F7+08xHJ/fzH4wel3PWghBbXGIX354JyV+D4cud/PNN97HAUoDXh7d1MZn79pAadC3YO5KJD+y4PszpIbRpMLzPSG04ZE0GtSZM2c3FTgnBgbbSTOWeZPh5I9IGefJW0MwPgtUpSJKvE9Q5HkQj9qKIk1PiS0EmuSi1LOdGv/duNUSXNi43REcx8alldOsJYkbYwTUEIoSoF418SuLS1/cCrRx4QIAl1xMLH+RrBTGcBIoko+ZyAW5vMVb+y/y8D2rSSSzfP7pbZSW+BkcjvP1v3t3xsApKEhkvXrmMmGPm09vX8v9q1ppLism7J05HTs3HGJGkrWhViQhsSm8gr+LvTBlC8vJc27sLwlprYT1lZT6N+FT65CFPu/N6/UuXeDM3dDuUe5eRYmrdXIwHcicRpM8bC75Ml5l5kmajUk838vrff+Z4exF0uboZOB0HIfeVIwfdJyi0V/MtrI6vnHhAIPpBJ9oXMeuyqZZMy+WZS8ZMQhA1RQ0fWE1re7UCO8MnudzjXfOGMhvhTjnV4PsLnuQJt9yjkb2c2RsH0lzZr3SnybYjsPLPecwx1WfHMchqLrwqTp96TjN/hKuJUZ5qGYFJbqXgOZiLJ8mkktT6Q5QpHt5tfcCOWv2e0CTdJb7V3M8eoi4EZ11u6yV4Xz8JKuD6/Eo0yfEPpfOU1tX0VZdSiSZprmiZFFjQNDj4kv3buHuVU0oskzdLGYQYZ+Hz+3awD1rmhmOFSzIFFmi2O+hpjg4jeEqSRK/+7mHyJvzPQeCog8wm4UopHL/5eN30TUSJZEpTJADHp3q4iAhz8KIcVBgyPZluuf0Q70RZa5KdGnhRLSbCpy2k2Uw+R2Gkt8la3ZiO4WUjSQ86Eo1pd6nKPE+hiaXIZh7lj4XhBDosotK942kJIki7Xpx2Kv4J9m0MC7s65q97eJ240YVlwrvLiw7Q86Ooko+dGk6jRkKK8583qSttYIX3zzN0GgCRZEYGU3insWceHllKbqisLW5lkfXLqc04C3U3G5hACzWQ2StPB7FRdbKU6JPfXiqvHdR4dmBV61BEgoCGTFPen0CriWscWayeSaWnLJQp9iCFc5PRpU8aPLsYvOqy0ONdzMXYi9ifqAG8tWz77K1tJ7u5Biv917i862bCKou/vzCAbaV1eOepdXGsixy2SUMnKq8YMGMV/pPMZCJ8SeXXpmmYvRo9Qaa/PPr3c4FWcjUe5qocdexq+x+Do6+y8no+8SNKDkru+g06k8CBLCppI68XchYXYwN8VLvOTKmwV3lzSwPlrEsWMrb/Zd5vG41bcFyXu45T6O/GL/qIigE64uq6U1HZ38PIWjyLaPO3cQZ49is2zk4XE1epCfTSatv5YzPnCJLrK67+Z73yrCfygWwYXVVobGsiMaymeVAb4QkBNuXLZZEOhUBj+uWPhcU7NoOjb63oPqmQFDlqsUtL1xj+6YCp2GP0DH225O/q1IJPn0tYffdFHseGa9f/p8B7YYZ12B6H9Xe+3EpJVhOnow5hE+abnOmqQr371qBJASfeHQTP3jhWEEcW4LPPDVzv9b/88S9t/W8BYKvNH98UjGoVA/zidqprTM+tY54/hp9qbfJWzEK5s8hQvoy/Gr9rOQgKKQVlwq5rHEbsnUCVfKMi5JPxVguw31VLQxmkgxkErQFy9BlZZJINRts28E0l65MoKjyvHZiE7infBXD2ZlTeCHt9rjXFNSZVEr1Ch6r/CT3lj3C5cR5rqYu0J/pJpIfJWaMLWjw+kmAEIJ6XxH1vsL41RYqpy00dYJxX9XyyZ/9qosvL5uqcLamqIo1RXMrM3kVH2vDm7mUPDvntRkzRjkfP0WjtxVVfDjM4/8d4OBwKnqEC/FTC9o+qIap8tRNs3+cC7c0uqlyKUXuPRR57serrUaVim65WfinDap2/WLHchep9Owikj1NPN+OV6md0chaVWU2r2sAoL6miH/+pbvJZAw8Hg3tJlwQbgY3Su4BKJIMTH3vSPY0Pak38SqVqFJhZpq1IlxL/Jha7/0UuWYXaliInurNwrgt7R4OeTuFLvmQP9AOcUd5I799/DVKXF5WhMr4n2feRQCV7rltxRyHJRN3B5BlacH9sc3+cppvcVW5GAgh8Co+1oe3sC60mZgxRiQ/TNSIMpzrZzg3yFhulEh+mLgZJW8vnSzhTwPWBDfw+sBzDOX659zu+FiBXRtUZ85e/f+Yjs7UVV4ffG7BWY9SvYIad/2i3uOmRjdZeKkN/hrFnofQlWqkefr6bgccx8BKfgOhrkB23d7V163gxoHMcvJcjP41YX0lVd670aTQvPsLIXDpBUbtQjGhDmRahTaD6zWsAglEliQUWVoQs3YCvekhdFmdkq4dy52n1LWRSu9dk7Mx2zHpSb5ONH9pzsC50JXRzWCu4KTJ3sJKcj7unePgYFOiL0OXrqerhBB8unkD99csQ5cVAqqL9sQosXyG1kDpnEbWjuMsmZ0YjGu3LrDhPWsV6sC6pEzeA6ZtMZyLE1A9eJWlq0ELIQhpRYS0onHyoIXpGJi2gemYmI5J1koTN6IkzDhZK0vWzpCzMuTtPIadL/zfKfxs2AaGnSv83ym8lhvfZ76+2p9UeGU/W4rv5IW+78253Wh+iFPRo9xVuudDOrOfTjgU2q16M1082/sPC5KIhEJpb2Vg3aJ5MTcVOBUpTE3wV4APR+rOcTLY6X/Ezr2F4tq95O+3GEg3qFy0hD6HLhchjauiGHYCmds3QNmOw1gqw+XBEY529HKhf5j+aIJULo9h2bhUmZDHTUNJEetqK1hVXUZzWfG8clgA3+58iWpPOZ+tf2jyb161htHsSWTJhTLeE2nYSaL5S5S5Z04pT2ApBRCsObQqn6z744IJMnMHbkmo7C7/NzO+5lZUasbl+hzHoS041eh6Nix14BSLmAi91n8Kl6yxp2I1fekxgpobVVJ4e/AcLf4KthQvzlD4ZlFI5yooKDBeQ5qY6FUvcpZ/I87HT/Gtrm/MSbD5ScfW8J28N/Qa8Tn0awH2jbzB1uI7cX2gBtc3EkOWJcrH65SGaXG1b5SGijCuG0pIV3pHKA54CPsLz7Bp2ZzrGCBrmHhdGi3VJeiqQiqb50rvCIZpURryUVManFHF5ycRlmNxJXF+XO7xyoL3K9JK2Vaya9Fx7KYC54edMnDyRzCTf4WkrsTOvYede2fG7SR1NZL+4QZW6YYVQDLfgeryIUsqI5mTjGaPsTz85dvyPo7jcLF/mL969wj7LncSyxQIWaosoSsKkiSIpm06RqIc6+zjR8fOUl8c4rH1bXxux3oC7rkZYz/b+DiqNPV2KHdvQwiZSO4Mlm0ADrLQKHVvoXSedhSxhA+cZdmztiTcSBSaCwu9hxd9ry/hAmgxgfNacognajZjOTbP9x7jrrI2VgSrcckqhv3htWvNhNsyftzCIRzHYjj+NSznesuEptQT8jyOJLwks++Szp9ElkKEPI+jyCU4jkM6f4Rkdh+S8BDwPIAm1yOEIJu/QDz7OgKBz7ULl7pq3pKVEAKf6md9eAvvDr8257Yj+SHOxU+yMTy1nvr2yXZ8bpUndhb0h/OGxTN7T/Po9hWsvUHv9cC5TmRJ8Nn7NgJgWhYnr/ajazIDkSTX+iM8tmMlzx84x2g8TdDn4vWjl/niA5uoLJ5ZnOYnBY7jEMmPcGzsAHtH3iQyT3/sjZCQ2F32ID558aI5kyOlbTsI8dGJpc8Fx8kj1FYcAY5xfPYNRQhp6TJQs7zn9R9Hsscpcq1hILWfnBUhb0Vv29vEM1n+87NvcqZ3gPriMJ/ZsY41NRUUe90ocsG9w3Yc8qZFdyTKofYe3rnQzl+9ewTDsvnFe7aiKbPPk24UPpiALOlUuHdQ5to8qf0qCw1JzM+UXnx7zNLgdrdizAWBmDKRut1wJtPy87+HT3FxaPQK3akQ7clBKt0hKlxBhrMJGrwLlyz73xWGPYhlRwl7P42Ea1y9zEU6f5JI8luEvB8ja1xkMP6HVIX+E3mzi+H41wh5PoZhDzEQ+31qi76KYY4yFP8qPtddODgMxb9GVfh3URfQr64KjVWB9RwfO0TCnN1jMm/nOT52iJWBddNWnTfCpSusaqjgzLUBVtZXTCr6PLB5Gf/5b1/jyZ2r8bo1dFXhk3evRVdVhqIJ/tPfvsa9G1s4eL6TX//UPZSFfPzps/voGopSWTyzOMJCMCFSMWEBKCYLKNel+27mmBP/Jcw4h8bZ3APZXoxF1s1XBNayITSzktR8UKDQtH3wZAfb1zegLSCt92FD0u9B0nctZMslP5e5UOrezJnRr1Hi3kiV7x7MRPq2HfuZY+e40D/Ew2uW8X89dBelfu9kcLrxBnQch3V1lTyyto2LA8P86++8yMunL3Jna/2c7ig5K0/Ozk+RVbTsHAOZ/VR67kSTFjcrW0qSjCRJ88YOx7HJ2QnS5igZc4ysnUARGh6lGLccxq0UIXFr7TwfhBAFJamlgjOlnj03nqzdzLeu7aU9Mcin63fy+sBpnu89xs6SZSwL3LoR+keOW1rZS5QF/iVDsa9imD2EvJ8Yb5uDsdR3CXqfIuB+BL/7PtqHPk3e6iOa/jE+190EPU8CNu1DP0POuErGOIOmNI4fQyaVO0g2fxbVffe8ZyGEoNbTSJNvOSej78/5YbvS7XSkrrDcv3rWe1YSghX15Ty//yyReJrSkA8hoCzkY2V9OfvPdrBn0zKg0GIiBMhCwjQtbNth8/Jajl/uoamyGNOyqS+fubdzITBsg+FcP68MPMvV5EXK9EoqXNVUuKsp0cvxKwE0SUMRKrJQUCQZiYLH6kR4dXCwHXu8Lm5g2HnSZpKO9FUuJc5yNXGRrJ2dVAtbDCpc1dxf8QQ+ZWGm3h+EAnDiQi+HTnagKNI0Z+7ayjCVpbcmKGDZafLWIJadwMZEQkORAmhyOdICloiFtMdPfq691L2FUvcWoDDI1fsfv23HPtbRS8Dt4qmNq+YUbJ9or5BkwcqqMj62aRVff+sQ3ZHYtMDpOA5JM83lZBdXEj2U6iHuKd8y+fpQ9igD6YNIaNNaT/xqPV519gF4KWt989VPTTtHX+Y4l2Ov0ps+RsYam3xNldwU6600+nexLPAgLvnmZ9QfhBBLu+K07YXXUIt1P7/adl0Fak24jrSZx6fML17x0wAHe0GauzORxIQQqHIZJf4vMxT/GrLwE/Q+DgjyZjumtRzHyZC3escHcx3D6sFxsthOCsuOAxaS5MayhjHsPmy7sGJ07BTSjBrJM8OnBljhX8vF+Bmy9uzmBWP5US4lztLkW4YmZh4zhRDUlgZRFJnOwTFKQ14mZpi71jbxyvsXuWNNI4ok8caxy6SyObqGouxe14zXpXH3uma+9sxeOgejVBQFCPsXT/p0HIe4GeVIZD/7R96aZA3HjDEuJ89NbqcKDb8axKf4ccse3HJBn1gRCrJQxoOmNe6RmSZpJogZY8TyY1gLcOiZC34lwAMVT9LgbbnpZ2FyeRn0u7h0bXBas7TbpS06cE7MinNmN8OpH5HMn8SwRrCcLI5jIYSMLDxocgUB17ZxK7H/vejWBVLE7dNrTecNVFmmyLvwJl2AiqAfw7LIjSt5THw3STPDvpETXIh3UO4qYlmgngbP1P4zAehyiGj+/LQJvir55gyccxF4bhXSHC0ZtmPTmdzPoZGvkzAGEQg8SjG65MdyDNLmCAOZU4xkLxHP97Kl5Mto0s3NOj8IIYkltVOzTANjKoAAAJ6FSURBVBvLtOEmWvpkIeFXZ65zD6YT/PmFAySNHCVuL59t3kS1p1DbSpl5Xuo+z/ayemq8ISzbZt/gNV7qPk+1N8gXWjbjUlT+nyMvYTkOshAoksw/W7kT27H5/rVTZE2DJxvWsCpUftue8cIqZP4BtJAenPk70dQmSvxfYSD6u+hqKy5tBeCQMy7QO/bvsO00Ie8nUaRScBwMa4j+sd/EsuP4XXvQ5BocwLbTDMR+H8uOoqlNuNS2BX8OgWBVcD1vD788pzycg8OZ2HF2ltxLsVY6vu90uDSVdc1VHL7QxcZl1cjjdfHashCaKtM5GKG2NMSBcx1sX1nP3eubaastQwjBOyevsmNlPdtW1PHXL71PLJXBpS080+Q4Du2pS7wy8CPak5fm1DI2nDyR/PCiapK3A6pQeaTqk6wPbUFeRN/mB6EAbFxVy7q2mZt25UXY1sCEdm2SoeT36Y19HdOO4jCbyO5JxjJvMZD4G+pC/5qw+z6kmeTcHAfHSYNwzdh07zg22BGQ/IhZZmMfBhzbIR5LY+RNdJeKZdkEw4Vmc8OwSCez+IMeZFnCyJvEo2ls20F3qfgCrikM3Q+iOhzkbO8QZ/uGaCkvmZYZmAl50+JwezdeXSM4Tg6KGUleGzjI+Xg768NtfKb+IUKqryCE8IHLXubeSqlr44zHFmLulH4+t4QKOnO0uqTNYfYPf428lWJ58GFWhz6BXy2j8OEc8naartRBTkW+w8XYS/jVStaEP464ddlmZFmaIohxu2GY1pIILCiSzKebN1Dm8nE80svvnXiN/7XjYyhCxrQtrsRGWB0uKLl0JCO8O9DOF1q3cGS4i+9eO8E/Wb6N5kAJ0VyaLy7bgltR8Y23u/zC8u30pGM823EaXZJpCZTccvB0HIeslSG/AJF5WcjIsxB1BAKX2oZH30g88woubQW60oKuthLyPD2u8etFCBlNrce2M5T4fxFgfFWpoMrlGFIR5cF/DchIwr3oMSiohtkY3s6L/T+Yc7uBbC/n46dY476DN45d5mr/KGsaC9+LZdtE4mlsx6G+PMzfv36USDyNS1NI5wxs2yHgdXG+c5CakhABr4uSoI/qkuDkpNhxIJbKMpbIkMkv3ox9ND/ED3r+ju704oXnPwwElCCPVv0MW4vuQJFu7TlVoHAjKrJ8y7PlQn9hjJ7Y/2Iw+Z1JKT6BhiqHJ29CxzGx7OR4UM2TNTtpj/zfVAW6qPT/LLJwc+Mo7jhjWMm/QPZ8GuS6GYzfDIzYf0D2fALZdf8tfYbFwraur8ViYyn+5Peeo6Q8gNfn4sLpbv7zn3wRIQRXL/Tz/b9+l1/8d49RWhFksHeM5797GMd2kBSJex9dR+vK2WuQD69ZxsunL/E3+woyXZsaqikLeHGp6hQijmXbxDM5eqNx3rnQzkunL7KyqpzllYVZat42KHUV8VDVHfhk95yDmCQUmCFAFlJkc6cMc7nFP3gLhe5SZy1xXoy9QtaKsyr0FJuLvzRNdk+X/awKPUmR1sgrvb9BR3Ivjb67CGhzq70sBLIsLanwg2lYS+K8UuzyUOwqZEdWBMuI5jJkLBP/B3pWHcehPx3Ho2i0BkvQZZm/ufw+SSPPF1o38Y3zB3h3oJ0n61ejSBIZ0+BibIiEkUORZM5FB2kOlNyyNbTlWIzlRxdk5qAIdZoijOM4ZI3zSMIzzpjNwniwC3geYjTxN3j1nehKAw4Fv02/6176o79D3ryGri5j4v73aBuJpp8lkz+HR98wvynlDBBCsLXoLt4ZfoWUmZx1OweH/SNvsnXZnexa20Q8laW6pJANzOQMvvfOKZKZghJRXVmY0XiavtE4Ry52A4U2lNLmKiQBtaUh3jh2GVWW2L2uiS1tdTyxcxU/eO8ULx2+wAObl1PkX1zGTBXah2qwsRjUe5p5oOJJVgbWoUi3/owqAEfPdFFa5Ke5brpx6uLgMJJ+jqHk97CdLJJwU+R5gKC+DV2pQpZ8FNRpTEw7Qc7sJZY9SCT9GqYdoy/+V7iUeoo9D0+5/2zjNLZxdjz3XQipVuqbSPq9CKUeUJHkGhzjDHzIgdMwrq+sUsksmVSOz//SffRcG+Ho/suTr1XWhHns09vwBwqp1vLqMD/7K3twuTUOvHmefa+dpWlZJfIsOqgbG6r5/M4N/M3eo/zBi+/SUlZEedBP0O3CpSkoQiJvWaRyecbSGbojMbpGowTdLr6wcwO1467pZa4iylyFxvSsnZ85/glwSRo5K0LC6KTYtW5y8LGcPNfiP8Kn1lDh2TnrdVnKFafLPX11PIGBzCnccpha75Y5tWpLXW1UetYxkDlN1ooR4NYDpySJSaecpUA+Zy5YRN62bIR0vX3lxt8n0ug3TpQ7k2N8+8pRDNvisy0b8SrT88EOEM9n0WUZRSr8k4VE1jIoVX18smkdf3HhIPW+MNtK6zg01MmRkW7aQmWMZFP4FA3TtqeZAi/6Oti5BYl3FzwWvTOI8jvkjCsksm8CAoc8pf5fAsCrbydrXGA48ScIoRJ0PULAcz8udRUh79OMJP8SgYpX30HY+zNoSgPFvp9lLP1doukf4FJXUez/IoKFC4ZDYdW5NriZA6Nvz7ldf7aXS8lzrAlt5EsPX++l9rl1funJ6c9jW10Z926YbhrxqXvWT/ub36Pzcw9umfb3hUKX3Si3kP5cCqiSxqbwDnaVPkCNu+62KdspAL2DsUmlF9sp6G1Goile2Xuehupidm9tnfMgEzDsMXpjX8dyUihSiObi/0LQtQNZ+GY8YcexKPE8RpFnD+2jv4VpR+iOfZWQexeKuMERwOovBEhRqIM6joGVeRahtI4HToGQy7GtuZ3VlwI3DmQl5UHWb2/mG//tRSzLmawXCyEIFfnYsP36DayoMsq4vF5RqZ9EIotpWrMGTlWW+PJdm1hWUcLf7jvGpYFhzvYOjSuniPFEZGFWKguBrijc2VrPz+/eyqrqsmmNzA7wB+f/X4ZyY8hImI5VuOkFaJLKf133LxjMHBoXd59IwWe4GP07RrLHqfHOrWSSTi2dPqnuUpktcqatCKrkxj2PXrIQEgG1ms7kAawF+PUtBEIIdF1BUSRM8/bXeLM5g1y2cK4dVwaJDCfYuKOF2FiK00c7WLOpgUDIw+WzfRw9cAXHcfjUl3dxZP9lrpzvo6wyxPqtTby/7zLxaJrahhJ23rsCIQTlbj9PN6zlO+3HyVvWrO1EkiSNm2I74yzfglevEIIqT5D7qpfxbOcZNpfUcnqsny2lddxV0Ujesojk0txqo6vjOKStFO3JS/NuKwsZvzoTP0MQcD+AR9+Eg4EkvChS8fgrOsW+n8O0IjjkUaTw5D5hz9P4XbuxnSzy+PgkhITfdQ9ubS22ky6kam8oQtuOQ38qTonbiyIkMpZBfypOS3BqyloWMpvCOzkRPUzGmp2NbzkmB0feps2/BvUW0423G7qk/8Ro6ipCpcpdw33lj9HmX4Nbvr3qdpPTY8d26B+Oca17lDOX++noHWXz6jpWtS6cuj6WeYu8NYRApy74Lyly3zdnLUwIGUUOUux5BMMapnPsv5M1OhnLvEWp90ZGqgJOEjBwHBvHOAWOiWN2URDmcXCsIYS4PeLVi8HEQAYFmbm2tbU0LqsgHs2gKrM7iaSTOTqvDJLPmxx+9xLLV1XPmeYTQuDRVB5Y1cKelS1cGRzhbN8Q/WNx4tkcpmWhqwpBt5uGkhCrqsupDPlnld0TQKuvji82PE6Vu4QT0YtE8nEeqrg+azXsJC65GMNOkTL76Ey8iFspozX4ebLW3EX9VHLpAqfXq8+a7tMlH0lziLw9jx+gY5O1xlAl16LEneeD26ujagqmefu1WHOZPNlxS7V8ziSTLryHL1BIufd3R9BdKn3dEbbtXs77ey/RdW2YVDLLg09t5NVnj+Pxubj3kbX090Q4cagd07SRFUHSyNESLOGR2hX87eUjPN24lmguQ1dqbHKOIqBQBx3pIWHkGMom0WQZv6ozmEkQ0txUeQIMpOMIwCWrpM08pm2TNPOUun23RYnmdOwoUSMy73aKpFKiTdfrLQhJuNCk6aWRAivdhaZUTfs7qKjydNcOIWRUeebe2Lxt8XzXeR6ta6MnFaPOF+Z8dIimYDHyB+7iSncNy/2rORE9POfn6k530J68yPLA6lm3cRybSPYwjnN9Yq/KIXxqM2mzh7w1CoAmh/GqTUjjwiGO45CzBrGdPG6lBiEk8tYYKaMD28miSD48aj2KmE6om9Ar/qggEATVMGWuSjaGd7A5vBNtXIf6dhNPFSjkvl9+7xzFIS8et8aqlgo+/egm/N7FUdeTuWOAjVttwu/aPC+BZAKSUAnoW3Gp9WSMqyRyR6cETqE046S/jZX4Y5CLcfKHkVz3YGVfBrkSnBR2/hCy75cW9+lvAzLp/GSDL6KQEuvrGkUIwSe+dNes16+va5QXvneY+pZyVm+sZ8P25nmv9cTrsijYjE3ULW8GDg5XU908VXMPuqxR7S7nSOT8lHMI6yvoSr7McKZQVy12rabadx/DmSPzHj+ZnJ+4cbPwBdyzpmpLXW0MRy8ykDlNmWslijTzDDhhDtKXPoFfrUS/CeWQ2eDx6qiqQobbHzjT6TyZTOG4QjB5DWRZorq+mGuXBqluKCGVzHLpbC9evwuXS0UgUFQF3a2RyxoYeYMLp3oIhDwoikTGMvn+tZPYjsNAOs7dlYXMSNLMcXCok8F0Yvw9BXW+MB5F488vHCBtGtxfvQxNkjk81EVncoyxXJqd5Y0IIdhWVscLXee5GBsmZxncWd44K1FnoYgZY+wfeXNB26pCo9z10fasTnza13uvEMtluBaP4FN1JKYHHZ/ip82/mgvx03O2psTMKBcSp2n0LZsMDB+Eg0VH7JuYdpoi9xYkFNxqDS65nMHUq4AFCDJGDyWe3VT6HpncdyS9l5w1RGPo5xFoJPKXiGQPI5Aw7CiaXERD4MvIM5CgvIofgZhTQ9gr+3DJbuJGDMO5tedEIAioIardddR5mmjwttDgbcEje5e0S0MBWNVSQWmRj5b6UsqKfOiaejM1bnJmP+CgK+U3pDgWBlUuRpPLyBiXyZtTU65CXYns/RJW6u/BMJFce5DdT+NYI5ix3wRMJNfDSPpdiz/pW4RpFrw1dV1FliXWbmli7ZamefdTVJmqumL2PLGBYMi7pP1/M0EgaPbV8ocX/55iPchAdpQHK3ZM2Sasr0CXwxhWHE0O4VZKkYSKX23ErczuvGHbNsnE7A/+rcLvn53UtDz4IOdjz3Eu+iyq5KEt+PCUB9zBZiR7mfdH/oqUOUqjf/eshtcfhGFnkISKLGQcx2E0d5lifdmUc/F4NDRtaeo8mVSOTCpHNpNn3xvnaW6rnEyXVtUW8/57l7BMi+IyP7mMwfptTciKjGXZZFI5kvEMbreKqsqsWFfL0f1XCullWebhmjbiRg5VkmgYt9Wq9gT5eMNaRivT1HgLKc8i3cNnmzdyJnqFrsxF2kIBHBzurGikKV2MAGq8IQSwMlRBSHMTy2cp0j1UeG5+guI4DoaT5/XB5xnKDixon4AapET/8BxiZoIqyTzVsIqUmUcgSBp5anwzy9hJQmJZYDXFI2X0ZjpnPabtWFyMn2Fb8S7K9apZMkoKLeFfpjP2LYpc2yhybWaCWV4b+BTKuKBJNHOU9thfUOq5e1KP+oMI6qsI6quQhE7G7OHcyH+m0vs4nhksE2/0Rp4NDd5W7q94HAmJMWOESL7wbywfIWUmSJtJ0laq0HJkmzjYKJKKKjTcsoeQWjAQKHdVUu2uJ6QW4VV8+JTAbSH+LAQKQGNtMSVhH5Ztk87m0TUFx4F4MoskCfzehRW6J9pOBMqsvVOzobCPMn6cqcwsIXQk16NIrgfH/yIDEkrwt3CsXkBByFULXuHeTti2TSaVR1+EuwmAx6czOhjnf/7WM/iDbh7/9Hba1tYuaN+JXswPPjAFPU2DWDqL7Ti4NZWQxzVreuwTtXvoTg8ymotS5S6lyv3BACKQhIoD5K0YiuRGk0K4lGIcZ/aJUSqZWxL25wQCodl7WUNaPVtKfp6jI9/kwNCfcGL0WxTpTbjkIKaTI5bvIWH0YTkGVZ4NrAw+gSIWdn9fib9Mve8uFOGmO7Wf9sRr7Kn6r1O28fldaIu8FxaKdDpPIpFF0xS23LUMe1yz9/jBq5w90Uk+Z5JK5li1vp73917i+MGr7H5oDfXNZex78zzbdi3HAd7fe4nB/ijbdhW8JWUhUe+fXhMWQlDs8lLsul4CkYSgyOVmzDrN8djrXEntZUN4G5vC26nzleJRfJP9ccr4CvVWUWg/SfPO8KscGn13wXZRq4IbPrSBdC5oskJHYoyeVIxKjx+YvS++RCtjTXAj/ZnuOT9nT6aTK4kLlOmVs4o8BLTV1Pg/QWf8b1ClAAG9DZDQpGIKOScTSXKNi0nMTjqThRcHk8J0W8HBwnJmnhj7FrDidLAp1koJqmEaaJmU0CuMaxN7zrb/uHTfpITfwvWbbycUgEMnOzl5vgdFkfC4db788e04jsPRM13k8iYP757dPupGqFIJIDDsCJaTBBauiWnacUw7SsFguHja6wVy0QfTEi6E8uG4PMwG23JIJrOEihZXXy2vCvOrv/XUovbJGSYnu/u5OhRBEoLmsiJWVZfj1lQs2+Z83zDPnTjPia5+8qZFdTjAnlXNPLRmGS51+mA+nBujSAvQnR7gwMgpthWvoc57vYYTy1+mO/kKtlOY9amSh+WhnyVp9JC3YpR7ZtZ5TMQyU9p0bjdCodnTMJJQWB58GEVoXIy/zHDmIj3pG+XMBF6lhGrPJtYVfYaQvnC3ekXo9KePYzsmPrWcoDbd3SMQ8OByLU3gtCyb0ZEEtu2wav318960s4VNO6cyJ+99dN3kz60rq2hdWTXjazeDwfF+QssxiRoR3hp6iQOjb9PqW0mLr40aTwPV7jo8ind+e7d54DgOQ7l+3ht+nYOj78zZVH8jNElnXWjzLb//rcJ0bF7vucRINk2p20vaNHinr50nG1bOvFIUgi1Fd/DeyOukzMSsx3VwOBh5h81FO2fVrxVCEHZvwnTitMe+TlvRv8elVOBgMpR+i2T+IllrkLrAZ1HnKFekzS6G02/hOBZpsxuf2oJbmbl1zreAFWfGSmM65uTnn/yOfor0bxSASDTF6mVV1FWFeendgiySEIKAz0VX/9icB7gRXm01I+kXSBtXyBhXcSkNC6L/Oo5N2rhMxryGQMajrZjyup0/jmPHkPQ751hVXvek/DBh2faSEmEmYDsOPzhyhv933zEGogmEgMpQgI9tXMnnd26gdyzG7z3/Fqd7BnAcB1mSuDgwzPHOXnKGxSe3rpnClHSA53rfZX14OYPZCEHVxxtDh/lS4xOT24xmT1Gkr6bKeze2k+d05E8w7QxZc5isNft9EY2mMZdQOaioxDdnKUGTPCwLPkylZx2R3DVi+W6yVhxZaPjVckJaPUV6I5q0OCJDre8OYvlOXHIIv1o5Sai4EYGQu9Aus0QYHoxhGNYkI/vDhuVYnIudZDQ3lRyWtTKcjh3lXPwkIbWIUr2cak89zd5l1HubZ/U7/KDO8o0YM0Y5HjnEydj7dKauLnilCbDcv4oy/dZbjG4VjuMgCcHdVc0cGOwkbRgEtbkzHCV6OSv9a3l/bN+c2/WkO+hIXaEtsGbWbQSCEvcuRtL7GE6/TW3g04BAl0sx5CiJ/GU0uQgQ16//B56ttNHFWPYY1b4nCeir8KnN47320+FRfIUC/Bzz5kLgXLo+7w8DCoCqypSEvRSHvKTSOU5e6KUk7OXE+R5WNE9nkc2GIs999MT+GMuO0xP7Y9xqCy6lds4UquOYZIx2euNfx7LjKFKIsPueqdsYZ3GsHtC3M5MTmuPY4KQAByHdPu3RhcAybRLxpavnTeDSwAhfe30/tgM7W+sIe9wc7ezjG++8j6rInO4Z5OpQhM/tWM/ndqxHlWReO3eZP379IM8cO8uWxhqaym5MxzkMZiNYtkWrr5YqTxm9fUNT3lOTAsTz7YT1lRh2AkXoxPPtDGbep973MLNhbDSJtQQKNwCKIhEMzb+6l4VCUKslqNZiY+E49nhaRyr8u4kJli4FKHWtJJrv5NzYD2gNPjptG5/fjde7dOpV/T1j5PMmbs+HT/t3HIdIboTTsWMYswx8lmMymh9iND/EpcQ59kqvo0oaxVop1e46Kt01lLkqCKph3LIXabyk4+CQs7NE8iP0Z3q4nDxHZ6qd7PjqZDHwyj7uKLlvVuLMhwlVknmsfiWKkPCqGol8lubg3OpJAsEdpfdxMvY++TkcPyzH4t3h12j1r5wmH+c4DqaTRCAjCQ2XUk7WHBzfL0NAW0FQX4WDSV/iRxS5tpC1BuiKfxtNmjrJUSQvsnBR4tl1XWFrltMvpGrnRtpKYdpL1+f9YUAB2LCiBq9HJ+h3c++OZTz35mlMy2br2no2r1l4Ksul1FPh/zx98b8gmT/NxeFfosL/ebzaSlS5DFl4xpWDLCwnSd4cImWcZSDxd2SMqwhkyn2fwaV8MAVmwwzCvo5jgtVfEEjIvoxQmlH8/+JWrseiYVk20bF5Wh9uA54/cR7Tsvknu7bwpV2b0GSZy4Mj/PaP3+JP3ziIJARfvGMjX75rEx69MGB8fscGzvYM8e6la1wdGv1A4BSENB/Hxi6gyxrxofdZEWic8p5V3l10J1/l3Ng3sOxMoSriZKj3PUrYNbse5+hwYkn6GAH8ATe6riyoriEoMJ1llNuSiMhaUYayZ8hbCbJWFNPOTFu1SpKgvDKEkATOEgjdd3eNziiC4NiFOtFsnp2TPZdSYWXh2OPbLoKUVmBiX6AzfXVB29tY5GyLnJ0lacan7ScQKFKB9WvZFha3PpjKQmFT0U4ava0/EdrXQghUSaIvFef82CBXY6OsKpp7MSKEoNxVRZt/LadiczPYO1JXuJa6TIvvg8+jTX/yObLmEC6llFjuDHWBTwPQm/g+lpNFlUKMZY9S7C74fOpyKS65jL7ks5R57ps8kiL5yFlD9CWfRSDjVmsJ6xtghjYunxJgvoctYxZWnAVVpo/+O7oZKAB1VdcH1O3rGtm4sg7LsnG71EXefIIK/2fJmO1E0q+RNi5yLfLb6EoNulIxLoSg4DgmphMnbw6QM3vHSUUSYfe9VPg/t4D3cbCNK9jZl7Dzh8BOIek7kVz3Lu7T3wZYpkUsuvSB88rgKH63ztbmWvRxX82W8hKe3rSK3x8YprYoyFMbV04GzQlsaqzmxVMXiWam1oYE8ETV3VxKdGI6FjXucuq8UxmIiuShwf8kNb49mHYGSShoUgCExFwPx/BwfEk0VQGCIc+c/a69qWMYsxAXZkOFezUueX4jg5HcRQYyxwmqtSTNfnrSB1kWmO6AU11XhCQJrCUInKPDCeLRNCWl1/vospk85052MzaSwOt3s333cq5dHkQIqG8u8AwOvXuRdDJHY2s5bq/OhVM92LbNirW1lFUGOXu8i/qWsklt5WuXBnB5NCprro8Nhp1n/8hbt01WzcFZtIfifKj1NHBXyR48yoff0z0TLMfm/aEeOhIRGvxFjObSpM08nhmUmW6ER/awMriOi4kzc9Z101aS09GjNHiaP6C/KlHu2UM0dwrTTtAQ/FmCeqG2XebZQzx3FstJU+V7apxxW+AH1AY+hU9rRpVCCAqB0aVUUuv/FIadGCcSWZNShB+EV/HNGwoNJ0/WyjIpAzcDOqJjfPPUMfI3lHx21dWzvbqWr75/gNwN48vasnKeaG1DCHjhyiXOjQzRWlTC08tX4lIUkvk8z1w8x7XYGGGXm48tW0FNYOrz/uLVS1R4fWwor6QjFuXl9ssMJJNU+vzsaWyiKVQ0pdSlQIE9++I7ZxkcibPnjjYutg/y+v4LNNeV8sWntlJatDAauRACTa6gIfwbKMLHSPoFbCdL1mwna7bPup8k3BR7HqI2+KtocsUswdoBJ4ttXMTKfBcnfwSkImT3UwhtO0IuQ8ySd19KmKZNZCR5vZdziZA3C2ou+g0C5wIoD/hQZRnDssmZ5rTzUMeVXmayo6rxlFHjKbvheOM+eI4DWDjYSEJDFT7UBdYDLctmdDhRcPFYAoSLfbhcsw8674/8JbH8/HJsN+LBmt+jwj1/4Kxwr6VEX4aDjU+tJKzN3HZUW1+KLElYN+ETOB8sy+byhX6aWq9PcjRNoaWtkly2hB//4yHWb2skXOLjhe8epq6plJHBOCODcVpXVnHl4gB33LuCNZsbuHS2l66OYUorg9iOw8UzvWy5s7BSGxqIEQh6pgTO9uQletKzt0l81CjWyviZ2p+j3DW9tuk4NpaTg/HvRAgVCXVciczBdvLjzFEJWegIIY3vk2GCXS4oZDosO4f9AeMKWbgQyDgY2ONpbElo2I7Epegww9kUkVyGy7ERjg73clfl1OzOByEJmWZfGxWu6jlX+JZjcSV5nqHcAJWumuuEGyHQlTLKlekKXx61Fo86M4NfEhrF7qnSfarkp2KO0syN0ISOKumY1tzZg6QZY67IqUgSfckEmyuqubO2DkkIit0eFEkilc/j13SeWNaGLssEdBe6ovD8lYvs7+niyeUrePbieQzL4otr1vM3p4/TE4/xdNsqzgwP8tv73ua/3fvQuBpa4X440NNFa1Exy4tLSORzNARDbK+q5eTQAF99/wD/8a57KXJdb4NTAPYdu0o2Z7JjQxPPvHqSVa2V/Ld/8zRvHrrI4VOdPHr37AoVH4QQErpcTXPx7xFy381w6hmyZgemFcV2sjhYCBQkoaPIYXS5ljLf0xR57kcw+wrXNs7gRH8dx+pFqCtR/P8Boe+E8VnRR5WWsSybyGgSy7SRFWnyVpg4n9laRyZe++D2M70uCUFl2M+FgWEuDYzQVlmKJATDiRTPHDuLbTv0RGI8f+IC//TurbhvcOg42zeER1Pxu6bX3Z7tfYeYkcAt64Cg1lPOXaUbAJtk5kUsO4pb2wSAJIVRlfnJFvFYeklT18Ul/jnJN+XuVdhYRHLXsJwcLjmIJvmRhcJsD6m8wDYmRbhBEoxmLzGcOUeZa9WM31t9Y8mSGlqfPNbBg4+vn/xdkiVs2+bcyS5cLhVdL/wLF/voah/ByBkEw17CJX662ofBgchwnO5rw6xaX4csS5RXhTh/spt0KofXNzN5pdpTx57yxzkbP8Zgtn/BDNelhiIU6j3NPF3zBWrcDTN+J3lrjLOR/4FhRRFCwavW0uD/FB61lozZx+XoX5AxB1GEh/rAJylxbyNrDXFq5HcLIu9aK42Bz+BSSmmP/x1Xo3+DX2seD6gSbeFfwaWU0xH/B+L5y4BDQFtOY/DzfLZ1Q0GmENhSWsP6koWRlsr1Cpb7V9OT6Zhzld+b6eJK8gLlripkPlqt2Akhh4w19xgQN2JzLTip9gf4tS07+eOjB1lTVs726trJbX91yw7++OghrkWjPN66HFkIHODV9it8csUqdtc2UOr28gcH3+Op5Ss4PTTIp1auYXNFFWtKy/nxpQu8193Jnx8/jCbLuBWV9ugY7/f3IguJz65ay5rSwsS0KRxmb3cn3fEYRa7rCzMFIJ+3qCoL0FxbQmVZgKDfha7JBH1uxmKz6ybOdfFAodj7MGH3brJmB1mjC9OOYzt5JElHEQF0tRa30oAk5tERlMtB+BHaJmTtVxHqso/UPuyDSMSzJJNZInKWK7ERJCHYUlaH4zgcGupCCLi7sgVNlsmYBqcj/awtruLc2CDDmSRlbh8bSqpxHId3+9vZXdWM4zjsHbhG1jJpChSze3kTL5y8yD8cPEk6b+B36ey73MG7F6/x+R0bONbZx7PHz1MZ8vPEhhXIQuJoZy+vn71CZchPfUlo2nnHjAQh1U+1pwwJQVi7TqwSQkWWguTNwmxXVepRFyCEHhtLE4su/p5ZKIpKfONatTNja+lXODH6LdLmKJXuddT7duJXK1Ak96z1FP8cvqI3ImkOMJA5gSrcWBjk7CSq5Jt27xaX+AmEPGQzsYV/sEXgwtleDMOaFJS3bQdFVWhsreDqxYHJ89l613Lee+0MW+5cRiKWwTQsbMtBSBAu8VNaEcQwLIQQlJQHQEBkOIHjOFy7PMjaTQ1T3jeghnio8im2FO3kUvIc5+MnuZq8SHKOtomlhkf2sa34Lu4ovpcyV+Ws44gsuWkO/ixetQbLydEe/Vu6k8+xLPwVepIv4laqWFH0a8Ry57kW/zZBfSUuuZTNZf+dvBWhPf73dCa+x/LwL1HtfZi00U1YX0u175FxdrVMf+pVstYoa0r+bwDOjf4Ro9nTXIhWkcjnMOxC8HOArWXz92wLIbExvJ0Do2+RMOOzbmc5FifGDrMpvOMjlbybgE/xM5ybW6QiYcbm7PUUQrCqtIx/sm4zf33yKLoss7GyGgHUBoJ8ee1GvnbkIAFd496GZhzHpicRp8JbeB7LvT5M22Ysm2FPYzOHertpCoU52NvN+vJKtlfXcH5kiJZwEU8uW8Hv7X+XtuISPrZ8JQ6QyudRZImrYxGSRh6XMnVyrQCsXlbJt58/yuv7L7JzQyOXrg1x4Pg18obFZx7ddNMXUCCQJS9ebRVebWG9oDNB0u5AUjeAVPSRiBzMh3g8TTyWoajSy7JQKe8NXKM3FSOeL8zIe1MxrsZH2D/YwUg2xcXoML+x4T6qvQGCmosfd5xlVbgcVZLZO3iN3VXN9KXjdCejNAaKuBQdYkdzA3e3NfH62StcGxlDkSTS+Tx7Vrbw6W3r2NRQw28+8xpffW0/zx4/h6YodI9GiaYzPL6+jZbyqb2xDg5DuQhfbHgM9QNN4kLIeN0PFX5eZPE+OpZassCpqjLFpX7UOVoxhjLnOBP9AQ2+u9hS8mXcctFty0ZEc9cYy13FJYeJ5TvoTL7DqtCnpm0nKxKtyyoY6l+awBkZTdLZPkxrWyHgW6bFxTM9XDrTQ019MbGxFAffvsDQQAzLtPEF3KiazP43z7NqQx25rMl7r54hnzdpbC3n8rk+Du+9xNhwguISP8VlAXx+14yGA5KQKHVVUKKXsya4iaFcP5cSZzk+dpjBbO+cg+HthCbpLPOvYnfpg9R7m3DLc1tgKZKHgLYMAFm4CeorGc7sx3YMxnInaAn+HKoUJKivwnIymHYCVfIjCQVdKaU+8AmOD/0GTYEv4FGraQn9AhfH/gRF8lHp3TPeHiXQpCCq5EcgoUoeLNvh3NggDf4iriUi3FPdwtXYCJtKqxckP1jprqbVv5JjYwfn3O5a6hI96Q6W+WfOgnxYEIB3ARKWCSPOQgT/N1ZUEsms4DvnzlDtD1LhK0wMlhUV85UNm/mf7x+gPhiiMRTGsCyUcSs8QSFTZ9oODzW18AdDA/z+gXcRCP7tjrsodnv47Kq1/Mf33mJDRdWUUe700CB/fvx94vkcshDc39BMfSA05bwUgKbaEv7tL+zBcUCRJQzTort/jJKwj4B/cfY4SwEh+QAfjpPHcYxC8HTGlYrs8Vy5FEbM0Ff3YSA2liI2lqK6rogLsSEi2TQeReXs2CCaJGM5Dh5Fo8ITYFVRBT5Vp94fpjsZJZItpDQm1H0mvsCRbIqRXJomUYwkJHy6xm89eR9tlaXsvdSBIkncs6KJxzesIOxxU+Rz8+8f282fv3WY9qExHMfBo6t8YssafvHe7ZOEohvhkz3YzvQ6nDNuHO5gIkvz1/5u3G94KM5YZHZPwVuBz++itGxmubIJXIy9hCx0Gn27bipo5i2TSC5NSHMjSxLRXIYSV0Fwocq7hSpvQbosnt85J6Fo1do69r1zcVHvvVAYeYtj77fTsrzAB1BUmfVbm1i7qQFJlpAkwX2PrZ+sd8vjfq+O7SDJEkLAY5/ahqCgc+s4Dg0thVq3LEsISfDwxzfP2SsrhCCgBvErAZq8rdxX9hi9mQ7Oxk5yOXmOqDFGzsqQtbPYt4FMpEk6Ltk9qee6uegOKlw1KIuYSNtOjpTRRcrsZiD1BhXee5GFi4zRR3/qdYRQGMuexKNUo8slpIxOLo79CXkrSti1DsNOkrH6UWU/HqWa5uCXuBL9S1xKOWF9HaXu7USyJ+hOPItpp9DkECXu9ZS4rnExOoRLVnm3r522cNk0rdrZIAmZ3aUPcip6ZM62HNMxeXfkNVr8Kz7idK3Ap84fOONGtFDGmucyCGBjRRWvd1zlanR0MnAKIWgrLqUxGOZwXw9NoSKCuk4iX+ipz1kmtgM+VePYQD+JXI7/es+DvHT1En9z+ji/eec9VPr8fG71Ov7y5FG4gRuSs0z8msbv7t6DW1VRJWmaWYYCkEznGY4kqK8qQpYlZFmisbaEwyc7CAbcrGr5aIWScSxs4zh2bj8IF5J+F0KuK5CEcu/hONa4fu0nENKHTxCKjqUZG0thOTaVbj9+reDeUeXxczLSz10VjdR4gzgUUreGbWHaNgcGOwloOl9avgUJwaXYMDmrMMiUuX3kLAPDtthaVosiyYS9bn7xnm185e6CYs+NA5ssBPetbKGtspQTXf0Ylk1DSYjV1RUoMxiUCwRfaf44mjzTZMMmnv4Bth1DV1fgAKpSja6umGHb6zAMi97uCEZ+aRi13vHAORci+XZUyYVbCd3UzPud/nbeH+pmZVE5uyqb+F+n9/KftjyAQBDJXSWgVqPLPiQhczn+EmvCn53xOMtWVCFJYkZS1q3CNC3Onugi+/HNuD0FIwZZFlP8NT8okCDLghvH0xtX7QKB9IF7RF5gjbYgfSajyzJNvuU0+ZZj2gb92R4Gsn0MZvuI5EdIGDFSZoKMlSZjZzDsPJZjYjn2+OpAQkJGlVQ0SUeXXfgUP17ZT0ANUu6qptJVTY2n4aYFvA07wWD6PRLGFTS5iLBrAwAupRxVDjGU3osi+VgW/mfIkj6esl1BQ+DTxPOX6E+9Pm7iPiFp10Kpezs9iecI6asQQsallJIx+1EkL7pcgiqpfLplPVDIPHUlo2wvq1vU+Ve6a2j1r+R8/NSc211OnKcv00WtZ27i0VLDt5AVpxmfc72ZyOe4ODpCtT9A1jTJmgYCgWFZnBoepNjtJqAVAuXEtVxbVsGhvh4aQ2He6GynIRik2O2mMxbFo2oIIORycXF0BCh8h9uqqjk52M8r7VfYWFEoRXlVlbRpIEsSqjSzw5UCcOpCD4lUjrqq8DjDzOGFt8/w+r4L3Lm5+SMPnLZ5FTPx1XFxAxsztxdJ24CdP4Ds/hg4YKW/jZBrkF33zHu8241MOs/QQIyBZIK3Bq5i2jYuWWV5qIzedJzOxBjLg2XU+kJ0p6KkzTyaJONRVDoSYxS7BtlRVo/tOKjjqYZyt591xdX0p+JUe4KE9eupqLmeuepwkOrwwlaJg7lRaj2FnrKsled07DJbilYBApe2Zly/coKlN78bfDZj0HF1aN7tbhZ+v5vS8rk/m+2YWHaevJ2+KabzvoEO7q9p5d3+dnaU1dOfvv6AD6SPEQhWMZq9zGjuErH87AzTsooApeUBBpcoXdvbE6GrY4RlK2YW+b6RlDYTQW2KSoxT0A+d0Je2HKvgsXmTOqCKpFLraaTW04jjOOTtHGkrRcZKk7Oz5K0cpmNiO9a4GpBAQiAJCVkoqJKGKmm4JTcu2YNH9iAJ+ZZSkI7joMsltIS+jGHHuRD5GkPp96jzP10IekgsC/9zblwC5awIZZ5dhdSu1oYiudGV0hsUjgR+rYXe5Es4jk3S6CCev8Sq4l/HsrOcj/xPyjx3AjUcG+mlLxWnIxFhe9nCe+MBdMnFxtB2LifOzbnqzFkZjkT2U+2uRxIStmNzNraXy4kjky5BLf6NLPdvJZIf4OTYm5iOwdbiRwmr5ViOyZGxlxnN9dDs20irf9Mkce58/CAe2U+9d+6SmwC8C1hxJiZZtTPDdhxODPbzVyePYjtOgfFaVIIDXB2L8Ncnr2HZDsUeN3fU1CGAjy1fwZ8de59ff+MVPKrKL23aiirL7K5v5Eh/L//mzVcwbZvPrb4uOanLCnsam3mr8xrW+PfqVTUGU0l+7bUXkCWJTRVVfHHNBjw3yJYqAEORJKVFPmzbIZ5M89ybZ4gns3z8wfVEboIcdLvhGOcQUilK4N+DkDETf4iV/jZq0V8jlJWAg2P34hjH4CMInAAdV4d4QF7PxxvXIAkJt6IigMfrVo4HxMLMZXtZPVtKapGE4OHaNvK2hSYVBoXloTL+5ZpdQCE/f09VMznLRJdvX13XtC1Mx0KTFH7Q/QY/Oy6xlzTTnIwWAqcQAl1dz8SN7ZBHTNMJngrHccikc1y52H/bzvVGCAHlFUFC4bn78wJqNZ25fXQlD1CkNaJJ3nllHwXXZ5WO41DtDVHvC/Ni13ncyvWHpdS9iiMjf06R3kyD727S5ugs5yrweF0sW1G1ZIFzcCDG+TO9tLbNTIg5FHmblYENBNQQ3ZlrxIwIqwIbsR2LvJ1jODfAUG6A9aGtvDP8MrZjUedpxqv4uJQ4S97OsS60lUpX7S0FrIL7igtddhFmugb1hwXbyXE19reE9FWoUoCsNUyRWA9Aje9xzoz+Fzri/0ixezOaFMallFDq3kZv8kU0KcBQeh/Fri3oUpjR7BFGs0cpde9kJHMIt1KBEBKycGPZaaK5M9hOHsvJYjsSz3acJZHPsq6kiveHuhnJpih1L5zEIxA0+lqp8TTQkboy+2fE5lLiHIPZXirdtQgEfrUI0zHZUfQUAbW40CpiGxyNvEyjbx0uycPbQ9/miepf4UT0DXJWmm3Fj7N/5BlK9RqKtMLEbDTXi6mWLOhs/cr86m1JM4HlWMxWXAtoOp9bvY6PLV8JgEdRJwk6T7a2saehuWBkoSh41EI3xvLiUn5n9x7ylokmK/i1wphV6w/wO7v3kLNMZEnCr10nlgohWF5UwjcfexqXIk+Sj/784ScxxntIdUWemRxUWxFi79F2OvsiDA7HKSsJ8POf3MHZy/0/EYETciC5QHhBFJxQEC5AH1cicgAXOB8du+/q5QHMnEWRb+oDcePACwUJrolVpUtRcd1w60hC4FW1GbeFgi5uzrTwaAuv5XaMjDGaTFNbFKQs4GM4F6EvM8KGcBtpK8c3258FwLDNycK64zjkjNPYdgKwsewImtKKPg/Bq7c7wtDg7Oy/W4EsS7Qsr5zXfq3Jfzedqf2cif6QsXwHZa4V4+o+s+/X5N+NTy04wzxcV+gN21nRwD9cOc7TTWsm61HlrrWU6AWFFlnSaAk8OOsxPV6NZSuq2PvWhWkarLcD+ZzJiSPX2H3fSsLF0wfhvJ2fJOpUuWo5FztOq28VA9leTseOYDs2jmMT1opwyW6avW30Zbpp9rUR1kq4ED9Fep6Wgp8mCKEQ0FoZTL+DZeeo9N43TuoReNU6Vhb9K/pSr9Ae+ztqfI/hUkqo8T+JA3QlfohbqaQ1+PMIIRHSV5AyuumKfx9dKaE1/AsIFHxaI03Bn6U/9QoODk3Bz+FSyghpBUGOq/FRhIDeVHxxgVMISvRylvtX053uwJpj1TmY6+NS4hxlripkIdPgXU3WSnE08gq7yn4GrxQkaUaJ5odp8q5DEoLDkRdJGBGuJo/zQMWXCWvl+JUSIvkBirTF6/0uROjdcWySZmJOgXq3ok4bPwF0RZmRsyEJQUDXgakdF0II/LqOn5k7MWRJIuS6zuWRhSDsmrvkpwCsXV6NqsoMDCdYu7ya1vpSXLpKWUkAVf3oWaxCrsPJ/BAr/W3AxMkdQlI3YCX+CHz/DLDH07ZPfWTn2NMZIR5NEy5aGgNVx3E40dXPm+ev8plt66gOz02SATjdM8AfvbKX7kiMX96zgyc3rKRULyKsBRHAP2v5BBNjetJM89rgBHPPJJV9A0WuwDCv4tHvI2ucRFNXzLl6O3JoYVJsNwNZlmhtm183uc67jeXBh7gce5Xu1CG6U4fm3afE1TIZOLeV1ZG1TAbScb6ycgch7XrTc1dqL1lrDE3yU+vdyWDmFE3++2AGMoYsy9Q1lBIMuYmOLc3k88zJLvp6I4TmuecUSaXB28rV5Hkavcso1Sso0coZy4/gkjwkjBi9mS6KtVJkoTCaHyJqRKh01/1UOVbMBUkoVHjvocI7PSMlhERAX0ZAXzbl77LQaAh8EvjklL8rko/6wNPUB56edqxi90aK3Rsnf3eAHRX1dCWiVHoD3F3VTIlr8apGspBZHdzAodF3iRqRWbcz7Dzn4ifZEN5GQA0BsMy/hZQZ42jkFXaWPIVh50maYyTNKIpQMO08slDJ21mGcz34lBAZK4E+iz/nfPAsoCXGARJGjBJ94Q5aS4mcZTKaS1Hm8qNIBcLc1cQwxbpvSplsAgoUlEfWtdWw7gNyh9XlQapKPzzR9IkZ8gdbIIS2Hsn1KHb6uyBcyN4vIWmbMeO/jRn9FwWRAGUFkuv+D+1cP4hczuD8mR7qmxZmirzo45sW/+Pl9+iJxNnZXEd1eObvZUI04WRXP3/w4ruc7hnAdhxSuYK0mSLJKOMD/Y19mz7Vza7SiQdeQggPeeMyQshk84dQ5BrmGkVt2+HIgaULnLpbY9mKma2MboQqedhW8hUavHfQkzpCwuzHtA3mqqfo0vUZck8qxu8ff5OsZWI7Nl9u28qdFY0IIRjLtVPr3UkkfwXDTpEw+meVHhMCauuLqawuWrLAGY9lePu1s7Stqpkk8ziOQ3+2i570NdYGt4yroxTSsG8PvUCbfy3L/KvZP/I65a4aSvUKTNugybcMvxLEtA3CagkhtYi8nf2p1RL9SYFhWXzv6ml8qsY7/e081bCK9/qvsbO8flaf3NlQ62mg0dvK8ejck8HLyfP0Z3vxK0EmfCvbAtvYN/JDBrLXKNarMZwce4e/R8qKsy50Dz4liCq5uJo8xvGxVynV6yh1LcwfeAoEaEJDk3Ty9lyuUQ5xMzrv4eYSkLkd2wOM5dJ8/eJ77B+6xtaSBn599X3ossKrfRcIax4+07R52j5zLidlSWKRftSLRmGgz5Mx2jHtaIGhp1SjyZWTqxshXMieLyB7Pj++17jsUfAPcMzzgIVQ1yNmzZh/ODi47zIPPbFhSY795vmrnO8b5okNK1hXP3v6xAEOt3fzX55/m9FkmpVVZZzpHZy+neOQNNOkzAzFegjDNm8IpDJh3z+d3NayR5GluVs7Lp7tZaBv4RZ0i8XKNTV4vPO7XQgh0CQftd7t1Hq3s5BesRsnBN++fIwvLNvM1rJaelMx/uDEW+ysaEBGUO5eQ1CrI20Oczb6XUJaw6Se50yorA7T1FrOxXO9S8KuBXjjpVN87FPbqLpBGq9Ur2RlYAOqpJG1M5yNHWM0P4xX8ZOzs4TVYlYGNqAIBU3S2Va8m3PxE7T4VuCV/Rwb249L9lCqL9wZ6f/HzHAoyLqtLqrg1e6LXImPkjbyU3RPFwpZKOwqvZ/TsaNzkoQMO8/e4ddp8bVhWjkcHFRJR5PcpK0EFUKn0buWVcE7qHK3FhxqBDR4VqFKLvaU/yzKeGuf5RgkjDGsBdqACQSyUHDL7nkCZ6ElBaAnGaPCU1jpAXTEx6j3h8iYJgPpBKZtU+RyU+L2MpBK4Nd0vKqG7TgMppOEdBcuWSFvW3TGowigMRieLD3Nh0vxIWL5LP9pw6N89dzbvDt4hfur2qj2hDgV6Z1xHwUKLiPJ9DNY1iCMs6g8rj2oShN54zzZ/CFkKYTbdR+SCJDKPItp9SNJQTyu+5ClMsAknX0Hw7yMpq7CrW9bsLpPJP0qXdE/Imd2I4RGyL2butD/hUedMOcVkw3GUyA8CO3mBRpuNy6c7SU6VkjX3m4cutqFV1e5o7Uenz5zALFthwNXu/j9F94mmc3zz+/bTjybmzFwArzQv5eEkWJ32SZcks47w0f5QkPBKsu0+nGcDJragiLPvYp2HIeD+y5jGEvThgKw/gMqNnNhaoBf3ACVsUwqPAWh6mKXl7x9/TOVudYghESNdwdV3i2kzZE5jyXLEms31PPWK6dJp2+vmPkEUqkcz/3gCL/wy3vGezQFqtBYH75uMr656M5p+zX5lk/+XOaqouwGfde7yx5ZknP9PxGqJLOltIYzkQECmoukkWdzWc1Nl3PqvM3Ue5u5mpy7R/hi/DRD2T4kYXE1eRzTNslZKUq0alRJp9W/iQvxQ3SlzlHjaaPeu5JVwTs5OPocB0aeJaSV0hbYju3Y9GWuMJDtIKwtbCIlCxmX5CFGdNZtHAqyewA/vnqBz7WtI6gX6ozfunCSf79lN1nLYCCVYCidwrAtnm5ZxZXoKCnT4MH6VhzH4eRwP0UuD1vKq7kSHeX9gR4SRp6Ptayk2jt/OQsgbeYJ6W5aA6XsqVzO/qFr7CxrKghUzLL7+IpTwrJHyOaPEPT/IgIFWSrCtLpJZp7BpW3CMLtIpZ/B7/0iQmi4tM3kjYvEEn9KUfA/ks29Tyb3Lm79LtLZN5CkALq6bkEn3p/4O7JmR+GCOhmimXcJue68IXCOX2ynQF3/SbALmgmpZJZTxzrYdd/M7u6TmGwFmN4qMFsLRe9YHJeqUls0vR1jooXonQvX+KNX9xJJZvi1B+7gsfVtfOfQyZlPAYdL8U7uLt/M1UQPm4pWMJafIPaYRFPfxLbjKFKBAu7S1uFzz0yGiYwkOXOiC2uJzKs1TWHthoYlOfYHcU9VM3948h2Wh8roSkZZX1w9ma7sTu2jzL0Gt1zEYOYEV+Ovcmf5b8x5vA1bGvEHPUsWOB0HDu69xD0PrJ6VYTv7vg6jo0kOHbrKhXN9RCIpsjkDl0ulujrM1q3NrFtfh6LM3Ms2cYxzZ3t55odHCIU8fOzjW6iqmr2H1nEcslmDY0c7OHDgCsPDcVy6SlNzGfffv5rKqhDXJ8oz7//aq2d4790LrFpdw1Mf2zSn6P/E89XZOcK771zk2rVhUsksHo9OaZmf1atr2LqtGbd7abw7JSFYXVTB8lApNqBLt9ZWowiF7cV30568NKdKU9bOcmj0PR6t+jjCJ5G3M3iUICG1FElI1HtWEVRLyVgJ/EqB7exTwuwoeYJofhhV0pCFgiYptPo3UaRV4leLZn2/GyELZVbSz3U44y0ps6PI5aHeH2IwnZwUIFhZXMYzV86RNg3cskJTsIizo4OsK63gSnSUCq8fUgny1sIn8ZqskDLyGLbNltJ6Xu+7wHeuHeVkpIedZTMbOShQKI4HfT+PbcfJG+fwez+LQCeXO4kkvHhc95E3r5JMfR/bSeBxPVgQc9c20Df8FLYTI5Pfj1u/E4/rPiyrD8M4j66uYSbixAdh2lNTfI6Tx3KmMvocO4mV+B8IfTuya3Y240cJI2+y/50L7NzdhqoWfEcdexScHAgNIZWAk8CxUyC5EQRx7BEcJ48kBUAEcOx+HFSEFJqihKTIEqZlEUtPF9bOGAYvn77MV1/dh207/Mbjd/PQmmXzpoMUSWaFv5Fne99GjkqEtYlan0Jx4Ne5Mc05W0rScRzOnOqip2vu1detYPnKKopLb78Gp+M4GHYGWVKRx6/1zooGqrwBTo8OsKm0hnXF1+W4UuYQOSvOcPY8lp1DleZnDwZDHnbuWsYz/3j4tp//BPp7x3jx2WP8Qt39izLRdhyHv/vbfbz22hncLhVNU5BkgW0VguHzzx3n7ntW8Eu/tAffLApiuZzJ9757mL17LyKEoKw8yNMf34KizHzvDQ3F+bM/eYP332/H7dHQNQXbdjh2vJPnnzvBz33pLvbcvwpdn7nskkhk+fOvv0k0mubw4Wts2txIS0v5rL2syWSOHz1zhB98/33yeROPR0NRZGzbwThp8eILJ/mP/+lptmydeYC8HSi4Rt0ekqVA0OxdRp2naU7XFAeHs/ET7Cy5hzLX9L5RRVIp0adyBgoC7WF8SnjK3zXJRaV74ddHFvK8EogAMSNKysiTswppYMdxSORzmONZHttxkMbb+NyyggACmovGYJhzo0NsKquixh/kXGSI3mScgObi2FAv60orqfYtbLUJ0OAtYmtpPYok0ewv4WcaN/L9zuOsDFXyeO2aGfdRbvwx6PsFoon/RSb7Fh7XHmw7iWVFcBwDxy7IqAnk8dqjwLIGCwOqY2Dbsck6mCQFMK0hCubT8wfOIvce+ozOcVsf0JVqvOrKydcdO4mV+mscqx1JWYhf50cDx4H2K0N0tA/RurwSyGNmXsC2riGrG5H1uzBzb1LoO42juvZgZJ5DSEVYQkN1P4VtXMC2+pG1DcjqCiZyBW2VpRxu7+Gl05doKA1THvCRMy2uDUd4+fQlvnXgBOUBH//8vh08uKYVeZwZNhsEgocqd+JTPWwtXs3p6GX2lG+/4cMYCOEeb/cxsOw4ijy9Dy+dynH88LUlI8AArF5fh8er39ZMQ8YcYyBzht70EVaGnqRILwwMx4Z7WFtcRWtwenq6xruTntRBgloN1b7NIOavWwohuOeBNTz/zNElU1SybYeDey+x7Y5Wtt2xbN6WnRvOjsbGUp7+2GbaVlRSURHC7dZIZ3K0Xx3imWeO8s7bF2htreBjT08nSEBBxSiXM3Cc66vJ2e67VCrL1//sTQ4dusr2HS08+OAaqmvCpNN5Tp7o4vvfP8zf/s17BAIudt6xbIoS0gRyOZP8eEnANC1y2dlrb4Zh8dKLJ/nuPx5C11UefWw9a9bUEgp5yGQNRkcStLcPU3STpRXbsWlPXaUv04c8bupc66mjxl1DzIhyNXkFB1gRWIFP8WM5Jufj50mYCWrdtVS5qzEdk85UByP5YTyylxZfK945vESFEIS0YlYE1tGT6ZyzNSWSH+Fc/CQlejnSAnRxbxdkScY974qzwKrtTkQZzlwfOy6OjZA2C99pxjToScRQJRnbcRjLZTgfGaY3GSftMuhNxWmPRehNxqn0+llRVEp/KkGxy7NgSUOAam+Iam9o8vdHa1fzaO3cjmCTgbMQ8MJ43Y+QTP8Yl7YVIXQM8zJj8T/AdtJ4XA8ghIdo4k8wzC4cO43X8yRC8k/jYCxmiKv0fwldriJtXEISboLuOwjo12uXdv4AVvpbCGUZdupvx9VGpkNoW5HdTyzinW8/BvrGOHOyi6aWcmTZjeJ+AjP7IpK2HpzMeMB8ACPz7PWdhIsCC8vCscew7SEwryApyxHjD+TDa5bz3cOnefHURa4NR6gMBUjl8vSOxWgfjtBaXsKvPXAHW5tqF8TWE0KwMVyQ0FsbamVtqPWGVy1S2dfxuHZhW0mE8JDNH8Pr2jOlHcVxHAb6oxxdwjaUQNDNshVVk04gN4uJwTxjRehI7KUjtY+R7GUyVoQm/z3kbYtzkUH+6sJhNpXW4FFUVElma1k9jf4wQgiCWg1B7ROTx6z37lrQe9fWl7BqbS0njnTc0meYC5GRJN//1gFWr6vDH1iY7KQQ8MCDa9B1ZVqQam4uZ2gozreuDXPpUv+sJQS3W2Pb9mYuXRogEHSzclU1ygzi8I7jcOjQVY68305LSzk///O7qaoOTx6zpaUcRZH4kz9+nZdfOsWGDQ0zrnJDIQ933tHK3r2XWN5WSVVVeNo2E+8Xi2V4/vkTZLMG//Qr9/LQw2unGQTYts0c88s5IRAM54Y5OLqf+8r3oAgVTdLI2zn2j+5Hl3QkIfHG0Os8Xvkkp2OnuZi4QL2ngbeG3+TJqo8xlBvkRPQYjd5mejM9RI0od5bcNRmIZ4IqqSz3r+L9yF5G87MrdeXtHBcTZ1kf2kZIm/k6LQQ3fvezqVDd+LvMQlK1MJTr553It8AT5TvdZ1Elmbxt4bgjfPPaRQzbpjM+RtY0qQuEuNxRIA6Ztk2Z4eNsWqE7GcNxHOIjQYpTHgbyCU71GLyfKEKZZbKwuegO1oamcmNmm+zNNlmfHI1sJ4tAQVEasZ0YtpNBlsvQtbX4PJ9AlkqQJD8gMMxOfJ6PoSnLCilGVGQ5jGUP4jgWlj2GJBWxkNWmEAJVLqXc/xlsxxiX+dKmDNBCeJD0XSBkHGZnagmWjpyyUORyJof3XebOu1dQUupHSGEU96Pkk99A834ZsDCzr6LodyHkanBMHHsISW7EMi4BMoq2Bcce48YVe0t5Mf/u0bv5o1f3crpngJPdA8iSQFcVHlm3nF/ds5OygG/RFPeZYWOYHeSNGvLGeVz6Vmx7urCBbdm8+fJpBgeXRh0HoL6xlKZZUnELgeM4mE6WlDnKpdgrXEm8RsYslAa8SgkrQ08Q1howLJPeVIyEkcNyHGwHRrNp/uDEm/zpXU/P2JYhSwuri7k9KnseWsuZk92YS0igOnOqm+/9/X6++E/vRlEW9ux5PFM/g+M4mKbNyEiCixcHcBwHv3/2QVCWJR55dD27716BJAm8s2QGbNvh8KF2DMNi06aGKUETQJIE23e08MMfHOH48U7i8Qxe3/RjKYrEr/yLB/mFr9yDpil4PLNnIq5cGaSvN8KKFdXccUfrjAFduoXnRQjB5vAWokaU/kwfD1Y8giIUokaUvkwvn6v/Ajjw911/S9yIs39kH0/XfIIyvYzOdAcD2X5iRpSwVsTG8EbaU+2ciZ0mb+fnXbE1jJOEIvnhOWudV5Ln6ct0ElRDNwQ/G8PJoo33adqOheUYKELHcvIYdgYhZDTJjQPk7TQShd8NJ4dl55ElFVW4MZwspp1DkXRUyTXuiCXjkudfxWesNGfiRwA4c+PwIuBEtP367wq0TxioK4UlxogJmCDUwiKtL99D3w00gtOx2SfzdZ6paWfHcUibeQ4Od3B4pBPDtmjyl/BAVRulrum2geOnUUA2dwDLGsFxsshSEZLwICvN5KRiMtm3UdVWNKUNWa5Akvzk8sdx7BSKUoOqtOHW7yCZ/jG2ncE0e/B5PjG5WpoPE/6dsxkKC20nirZzxtd+EnHqWCfnT/dw1z3LcexubGsYkBFSMZJciZCKEHJZofYpeZHkBhwnhSyFMZ042CqSXDGlvUaWJB5b18bKqjL2X+lkNJmmPOBjY0M1reXF09T7J+DVNSqCPjzaYsgPCrq2llz+BEJ4SGXfxK1tmiZ+0NczxivPn1hYx8dNQJYllq2sorxi4Q4tE3Acm7QVYTh7kc7kPjqS+8haMTxyEZWegk9ns+8edPl6LeSRujaOjnTzqeZ1FI03Pf/zvT+85Y8nSRIr1tTQ2lbJ+dM9t3i02eHYDs/98AhNreXcec+KBQXPyX0dh3g8Q1fXKKdOdPHmW+fp6hxh2fJKHnhg9ZwTF01T5s0IxGJpRkeSyLJEbX3xtOMJIXC7NSqrQvT3R+ntHRsnCjFtO49HmxbwZ0JX5wiOAw2NJbjc2pKQClVJ5f7yB/hR7w85MLqPHcV3kLWypK3UOGnPGu+lNSdl5mzHLugBI6h0VTOUHeJS4hJd6U7qPPXo0vx1alkobC/exenoUQxnduJZ1spwZGw/rf6VqKJwzQw7w8mxH7GlpFD2iuX7GMicoy34AP2ZM5yJPkepq5VlgftIGsP0pk9gOnk2Fn2KoewlYvleMtYYq0NPcCn+OiAwnTzriz6BLNTJdpSfFiSMHH928T2Oj3bT6C9GkxTe6r/Eq33n+Z0Nj1Hnm06KmrzbNXUVWfswIOH3fg5JCiKEjM/zSbL5I1j22ORqz+t6iLx5BcseRbILKQBd24jjWJhWF17PY2hq67Q3u1n8pLJoZ4NhWDz7vcNsvaMZTVGAHJrnUwgho+h3Y5kXwckh5AoUfTeOPYasbEBIJcjqOhxsJKV1mpq7JAlayouneWvOhTtaG6gKBWguWxgjDgpkMa/rXnDdO57CMBBi6kBlGhY/+M5BEvHMgo+7WHh9Olt3tE5z7pgLjuOQMPvpTO6nN3WUgcwZcnYcn1LOqtBT1Hq3UuZagUuezvwUQvBgbRse5fog+9mWjYuql8yGisoQm7Y0ceXiAEZ+9rrUrSKVzPGdv91HaXmQlatrEAuod+ZyJu++c54DB65y4XwfQ0Nxysr8PPHkRu5/YA0trbfez2maNqZVMM3W9ZmDrCRdfy07R+1yociPX2ddV1lw2fcmICOzq2Q3rw++xpBvEE3SiOajvDH0GlkrS7OvmYAaRBYyhyIHgMIqqdxViSQEOTvHQLafwdwAa4LrFlSPFELQ7Guj2lM3p34twJnYCSL5Ecpdc8vnCSGodK8hb6dwSQHccojBzDma/HfSnTpK3k5T4V5JkV7H+yN/j42NJFQ8ShFxY4CJGbSEhGvcOP7D8me9FVxJDNOVjPDv1jzAuqJqhBBEcin++5k3eLXvPD+/7I5p+0zewYpchs/z2LQNZLkIr/uBKX9z6Vtx6Vs/sKWK27UT+OlZGS4lzp/p5b03L7Dn4bUoSs3k34XkR9GuEy1kdfmU/WRtHbcLQgiqw4FZVYYWegyYns47eridQ3sv33R9aCGobShh1bq51UsmahM2JvF8HxfjL3Et8S4ZM4LlGPjUctYVf4Z673Z8agWa5GauCvyW0lrGcmnOjg1Q6vKxrXxxThazQdUUdu1ZyZuvnqGvZ3bJtNuBjqtDfPPP3uTXf/NJyiqCc04883mTP/3j13jnnQvkciYtLeV8+jPbWb+hnpISP2737REVUVUZVZHHzQBmDoq25ZDNFF5biNjFfJhgGCeTWawlEqCY8LMNqkE8ioex/Bh1nnrqvPW0+VcQVIOE1DCKpFDtrqHGXUutpw6v7MWn+GhPXUWRFDaGN+OW3ZyNn6bSvTA3KlWo3FF877yBM2OlODT6Ho9X/QwAFubknNxxHGwKExrHcZCFSo1nIxdirxDUqrEdGwkZWSgYdoa+9GlS5gjLg/fjloPjdnsduJXQJDO9wCLWkYWCuUDhhI8SsXyGCk+AlkDp5LMS1jzsLGvk/ZGuGff56IVo/zeFaVp87+/307aqmtr6hbgK/HTAcRyGBmP8+PuHGR1ZOlF9IQSPPLlpzhSg7VhkrDFGs1e5FH+Z7tRhDDuNRymiwrOGZv89NPnuQZFck8ecD8dHevnG+YP4VZ24keO+6hZ+pun2TGbqG0u554HVfPub7y7phMO2HU4d7+QPf+85/tV/eILS8tmp+QcPXuHddy8SCnn4yj+7l02bGicJNLcz0xMIuCktC2Cd6qa9fQjLsqcQkhzHIZHM0t0dwe93UVOz8AzJbGhprUCWJS5dHCAez+Dx3P50bWe6g5HcCC7ZRcbK4FcCeGQPrb5lXE5eYplvOZqkocs6u0p38+rgy3hkN7Zm4VW8aJJG1srSme5gKDdEsba4sWJ5YDXV7jp6MzMP8BM4NnaQO0vuI6wVcSn2xqSvqO2YXIm/RUAtBOu8nSKW78V0sggh4VNLGM13kLWS+NQyovkewnodfqUcyzGQhEylZzUDmbPcOCHVJReqpGFaP/mBU5EkTNvGcqaSTlNmHp86c9r8w+Mo/x+I3u4Iz//wKMnE9N7Ln1aYhsVrL5zk5LHZvShvB2rqiti8fe7esYHMad4d+O+81vebtCfexi2HWRl6kl3lv859lb/F8uAjqHJBpH2hA+ZLXRf4ldV38t+2P8Z/2fow7/Rdxb5N6SYhBA8/sYHK6ptnOC4GJ4928PWvvkp3x8isrMGhoTiGYdK6rIJt21rQNGXyejmOQyZze4QbZFli69YmVFXm+LEOOjqGp5yTZdm8+cZZRkYSbNvejN/vusUgJ6itKWLZsgq6ukZ44fkTM34W07Ruyb2mRCvFdmwGMv2sD22g2l2FIilsCm+iylXFtVQ7kXwhw1DpquLu0nsZyA7Qk+7GdmwqXVWsC61nINtPuauc9aGFS3YW+i79rA1tLsjmzYGEGeNU7CggWB7YQ42noEstCYWVoUcpc00I3DukrFGq3OtxyQGK9WY04abBtwNVuAhpNZh2lpQ5jCrpVLhXk7fStPjvnvJ+hcD5/7X33mFyXOeZ7+9U6hwn54DJAwxyJBhAEsykKFKkkmVZsmTJli3J9t29e6/3WnfXu+v7rLyybHltyZYtWrJkZTGIOSeQyHmQBpicQ/d0TlXn/tGDAQaYAWZAgKLC+xAgOlR1V3XV+c75vvd731+sBOpiUe0Ksr6wJq8UdB4KbW5uLJm/5HjRdH4+JZuzjy+8wCwsJBIVdc7rV2NWt5TvAcyZwZo5CyGYlSD7RSGbNXnp2cO0rajk+m2tS6rVvRchZX4l8+gPd5FJX7s6HcCtd3Zctq1iInWKvvjbBI1amn13Ue5cjc+oRBNXPujmdT1VJKAJZc7K8Gpc34XFHt7/wY38w18/e830a8/ibH9nOpXls1+8jcrqi0k5lRVBDEPnWOcQP/vpbppb8q0/42MRjh8foq93ks9/8XYK5rEuWyo2bFzGho3LeOP1k/zd3z7PHXd2UFdXRDSW4u0dXTz//BGqqgq4866Vl1QDWgyEyLcyve/+tQz/Q5hHf7aX/r5J1m+op6TERyKRprt7nIGBKb74x3fidi9eOOJ8eHQPGws2XfS8Q3WyOjC35UEIQa2rjlpX3Zznmz0tNHsucNhYJDSh0+huY7ftDSbSl25NOR45zOrABnx6gDKtffY7efRi0PMuJTbVQ537XLlNVXWq3etnHwdtNQRtNQs+PgubakMXvxyBs9Llp8LpR73g3rihtGFBEZmLAmdn5BQA7b78DOSNid00uGspcxTTnxiiPznMhuAqMlaGvaHDTKSnCBh+birahIXkx/1P8sHqe9/xwbz+8jFq6ouoqc03ov/sh7vYflcHHo+DziODhKZiXHdDM7mcxc8f3UsqmaGk1E97RxVvvHqcZCLD6rW1tK2ovMwnXVtMhxP8/VeeoaDIQ/uKqsuTNaQkX2QXF5GDLr0N+fef/++rCMuSdHeN8rdfforI9LUjBAHU1hezfnPjvA3w56PA3sAtZX9OtWsjmmKfY0h9pfhAfQdfPfQqxU4vY8kot1c1z5KDkrkcb/b1sn1Zw2X2sjCEEGy+oZmdb55iz9vXrv/1LHJZkz1vd/Gl/xjij//ve2lpLUc/L/29fkMdDzy4jice38+/PvIGppnva1SU/MTT73Ny7NggW7c2X+JTFgeHw+DzX7gNu11n187T/N3XnseyJEKApqlUVAT43U/dREdH1RJEHBaGoihsu7kVXVf47r/t4MCBPvbs6Z7tO1QUgWFonDgxxNq1dZff4XsQQghqnPXUuRqZTF+6NaUn0UVv/DQrfGvf0X1y/sJlof2cTdX+MmA+TVohBBoKppTzUiIuCpzWBXleU5rnDHEdpewPdxLPJfAZHjYGVxPLxXl25DVMmS8wZy+hZJE/4fnexMv9cDnTQp43I89mzdm2h6bmUr737TdZu6GeyfEoiiK46dZ29u3uxudzcMfdKzl2dJDJydg1MRFeKkJTcf72fz7Fn/7ZfTS1LqwnKqVEmv1IcwBQUYwOhHAgZQaZ60JoLWCFkDKGUCsRQsHKnUaaYwi1CKGUY+VOzjB2K1G0SqS0kNZofn/qlXnfSSnpPTPG1//mOUYGw1d8HhYDXVfZtLWRqtqLV0cXosJ59Z1oGn2F/Nna7ZyenqDI4abWcy6t+tNjnQxFIvjsFzfmLy8uxqkvzr2lsMjLnfet4cypUaYmY1f1+88HKWGgd5K//H9+wsMf3cJNty3H53cihEBVVT7y0c2sW1fHkSMDjI9FyGRNnE6DomIvzU2lNDZdPZcUn8/JH33+No4dG+TokUHC4QSGoVFZFWTz5gYCgatnkHA2IN+0rY0VHdXs3dPN4GCIWCyFYWj4fU6qawtovAqs4V8kDNXG5oKbcKquS7qmAChCxcJCRaW/b5JggRuXy0YoFCeZzFBa6p+dtMTjaSYmotTUFNLfP4XLZSMYdBGP55WlEFBdXYjff7G8nk8PsDawhXB28poc85VDUOG8NOFPSsl4KsbB0CCaUNhW1nTRe5ZEDtIUlRZPPZ2Rk6wNrODtyf2YmHT4W1BnfpDz9CSwZJZY+gCxzBFSuR5yVgQpcwihoSle7FoNLmM5HttqlAvaHcR5f8PcBZRuaCzvqOLQvl7KK4PEoikOH+ynoipIKpXlmScPUlTkWbLo9bVEX/c4//S15/nUH95KU2v5wjNqoYFwY2XeRKgF5DL7kdY4VvYAhvs/gOLHTL+M5ngIKS3MzH6EWoyZegnd+WGEcGBZ01iZt5BmJVbuOFbuNIrWhHB+kMU61pyFlJKRoTDf/N8vcuRg3zWfiBSVeLnx1oW1Sq81fnTmEG8Md89OFg1F5Stb3ocA0rkchqbx9kD/RdvV+QOLCpyQb7tYu6meLTc089Rj+655yvYsJsai/Os/vcLRQ/186He2smwmYCiKQktrOS2tl25XuFqw23VWr65l9bsg3J/LmfR2j3Ngdze33rUS3zyD/K8CGj1tNHraLv/G83C0c4AVK6pwuWx5Z6W3urjnnlVMTsbYu7eHiYkokUiSj3/8enI5kzfeOMF9961BUQR2h05f7yS5rMmq1bUXjWd+I8gdZfdfxSO89pBSMpAI8+xgJ7smenGoBvcuIL2nnb9RNBdnd+gQ6wIrZgxxxzgeOU2jpw4pJWkrQ7mjhN1Th1jlbydjZWny1FNizztovDq+k4yVxbSShFOvMxj5B1LZHiyZxpIZmCOVp6AIHSHsOLQ6KnyfwW+/AUXYGRkKc3B/H7X1xUgpOXFsiO4z40iZl8hKp3PU1hfx1OP7Wb6qGiEEbcsrKCz0YFqSTDrH6nV1eLzvlGBw9WBZksMH+/jyf32UP/qPd7NiZTXqBUomQghQipBmH1ImQNgRQkPR2vLasWo5CCcIe35VKpwIYaBqy5HZLqRMgbAhhDLzbwWh+FGNzQjFB0v0K7VMi6GBEF/+i0c50Tl0zQd4RRFsu205dcuuniu8nEl9nzNJv3Q616nprAiWcUd1MzZVyytZzbz2kRUdWAtMHBz60gjqTqeNj3zieg7s7Wag79q2p5yPeCzN6y8fo/PwAPd/cAM3374Cf8CForx3XYcWCyklUuZbbJKJDHt3dvHC04c5fWqEXNbE5bZz+72rfumP81ogGHRh6CojI9PouorN0Fi9upYzZ8bweOy43TZ2vt1FOJzA47GjayqmJcmZ1tWuCr2rMKVFIpfhdGSCnw8cYc9ELy2+Uj7RsJlWfwlubf6FxhytWrfm5PrC9djVfCqq2FbA5sK1OFUHGSvD4enjjKTGKbQFMKVFgc3P4enjpMxamjz1bAisRJUR+sJfZjT2Qyx5KeFvC0umQaaJZQ5wauJPKXF/kErfH1BU4ufGm1tntSrrlhVz3Q3N6IZKPJ5h787TTIxHKS7J9yduv7ODfbu7aWgqpb6hGJ/fyY7XT7BmfT3l7xKDcTGQlqS/d5L//mc/5pN/cDObtjbhD7guIEBZIIL5AIkNxdiAmX4dMPMOK0Kg2beTTfw7muMBJDkkJpIsyDS5xPdRbJvQHPeDcJPL/RBkJJ/KXaTQs5SQSWfZu/MM//qPL9N9emHSwdVEVW0h7//gxqtCorKkSTw3TjjTTyI3QcaKoQoDp1aARy/Dp1ehCv2iQXTf+CCfbdtMqdMzr0CCU9Ou2sBbUOThM1+8nb/6r48xHb52IvkXwrIk42MRvvl3L/DKc0e558F1rFxTQ0mp/6LJ3C8DpJQk4hlGh0P0zKwu9+48w/jYXJnIN145zvU3t+Jyz+/08usCKSXxeJpQKDFb/hJCsPX6Zp5++hAf+tAmhgZDjI6GMQwVVc0bRqxcVcOhQ320tVXw+OP7ueXWdhobS36xB/MO0BebYs9kH6+PnCacTbIqWMn/2vAg9e68wMyl7vM502RFKDR6zhXJNaGx0t86+3h9cG4/25rACtacF5dcmoM6WydDke9jyRQgsKlluGwd2LVqNMWPInSkzJG1wqRyfcTSh8iYQ1gywWjse6iKhyrfF1i97tz3sNl0tt54jnV2063tc76Hy2Xj9rvPfbf3PTi/k8N7BdPhBN/4m+c5uKeH+x7aQOvyinPB0xzDyh0m70mogihFUasxrSmQGczMHqQ5iDSHAQ0hnJjpV/JSfmoJKM58HdQaQ6huNPt2convA4sfLCLhBI/9eDfPPXmAsZFrp0N7Pmw2jYc+uhn3JXRRF4uslaIn9jqnIs8xljxO+jydXU3Y8BlVVLs2sjzwAZza3H7BcpeXrx97i0pXXuZPUxQ+3rQeRQh+3HmEh9qWY9OukkWUEKxcU8s9D6zlR99965ozlS+ElHDqxDB/91dP0ba8ijUb6tmwpSGvDXwtpXauEtKpLN2nxzh+ZIBTJ0Y4c2qE3p6JBfWAe7vHOXV8mFXnjS2/rkilsiQTGRCCdDrL0aODjI9HGB+PEI+nWLmqhmeeOYTbna9/Hj7cz/h4BFVRsNt1dF1lciJKWamPgsLL2+u9F/H80HF6YlPcWt7MymAlZU7vRS0pC0HIq1i0imeOc3T0w+SsaQQ6ZZ7fodj9ELqa175VhE6+ddTKW1XJJDlzipHYvzMS/Q6SLJoSpL3ke7iMiwuyF0LKFFgxUPz5/VqjgJb3vTxvtjA8GOJ//pdHOXro4trULxKKIigs9nD7Pau5/Z6VFBR6UZQMUk4hMEAJkLf1SoNMgPCCFUaSBARCyevdShlDCC9Ccczo4uZmHrvzjc4yOpPCXTh4SinJZHIcOdDHvz/yBsc7B9/Vgfym7e38wZ/cMUtauVJY0uTE9FPsmvgn0mYMVei4tCLsqhdTZohlx8hYcYRQqHVvZUvxH+FQzwmOT2dSHJgYJJzJM4dVoXB3dStCCL7w9JP85a3bceoGlpRkTZPucIhHjx3jt1auotK7dIUmKSWTE1H+9189zY7XT84hxL3bMGwagaCLthVVbNu+nPaVVTicxown4i9O+lJKiWVJLMsikzY5dXyI3W+d5sjBPibGIkQjyUVJ9Cmq4KO/cz0f+vjWOcziX0dYliQaTeJ02lAUQSSSJJ3OoSiCYNCFpqkkEmmkzBP2pqeTmKaF3a7h9ToYnyFler3OBSUU3+uYTMXRFQWPvvSS3lU94snEM+SsKAKdSt/nqPB9BsF8ah0qQqgo2NEUP9X+P0VVnAxOfwPTijCVeG5xgdMcQuZOILRGsOIgMyBmAue7hIX6ShcDy5KMjUT4t39+lace28etd3Zww81tFJX48Hgds7MfIWxwltSjFsxlRwsdwbkeuwuZs0IoIBYWSTdNi8h0gp4z4zz5073s3HHqkh6H1wLVtYXc94H17zhoAkxnBnh7/OsoQqUj+EHa/ffj0s5dDzkrxUBiDwcmv0dP7HX8Rg2rgx9BnSGn+Qw7N5TlhReylslEam4KNWNaTCTCnJicZEdfL2OJBLfVLyPouLKVshCCgkIPn/6j7UyMRznROXSFR/7OkUnnGB2eZnR4mldfOEqw0M3q9fWs3VBPVU0hXp8Dj9eB3aG/I1eRy8E0LZKJDPFYKp9SnIpz7PAAnYf6OXl8iFg0NVvPXAosU7L77dPcetdKSssv1ir+dYKiCHy+c0Sp+djMTue5+l5R0dxVZUnJ0o0XrjXyovpy1vBCSkk6l0NX1XldowrsV87gvqqBM5E5Blg49CaCzu0oi2BwCiFQhYOgYzuTiWdJZrtIZE8s6vMEBtIcwTLHZlZkThT96rcoLITW5ZU0tZbz/FMHScQXtju7HKSEyfEoP/j2m7z0zGFaV1TS0l5Bc1s5NXVFeLyOq36Tp1NZurvGON45yKH9vezffYZ47MqP4Uqh6yp33b+G1vbKq3KMpyLPY8oM7f6HWV3wW+jK3IBmqC7qPTfi0Ut5euD/pD++k0bvdnxGBZC/+bKWxaGpIQ5ODhPNpPn8iq0IIJXL8ciBfaRyOdyGwe0NjawqLcP+DlO3QgjKK4P83ue387/+2+MMDYTe0f6uBixLMjEW5fknD/LCU4fwB5xU1hRSXVNAcamPomIvwUIP/qALr8+J22PHZlta/TcfINNEoymmQwlCkzFCoThTkzFGh8IMD4YYGQ4zOR7FNOf34F0qTp/Mp3RLZ5xXslmTxx7dm19RKwqaqnDDjS1omsK+vT1MTcUoLfPT0VFNJp3l6WcOzaorBfxO1q6rY8eOU8RiqdnJxObNDRQXezlxYpgTx4cpLvGydm0ddvu1ZYqnzBj7p37OUuyKHKqXjsCdc4TlLWkRy00yme4lmp0gbSXy8nqoGKoTt1ZAka0Wr1E8r93eYpAnn56kN7YPRWisCd6LrlycEZNSkpVJJtK9TGdGSeSmycn0jECJgUsLEDDKKbBVk0xLjg+Ps7qmnHg6g9du4+3T/SyvKKHQs3CQNC2LnLQwlLzUZH88xK6JXry6na0ly3BqF7Plr2rgNK18T5pNK0dXlqY1qauFGGopyeyp2f1cFmoJiu0mJCbIbJ55qtVf9eb/hbDlxmbuet8apGXxxE/3XpVWjfGxCOMvdvL26ycpKPJQUOihrDJAY3MpzW0VlFcGcXvseUWLJRymtCRTk3FOnxrh+NFBTh4bZGggzOR45Ko4UVwpNm5t5PZ7Vl01UspY6igONUCFc81FQfN8BI06yp2rGIjvIW1OI2U5STPLrrE+nuo9RsDuZE1hJU3lRbOn+bZlDQTsDhoKgpS6PeiqehV8U86hbUUVn/jszfzT155nbPRi/9NfFKSUhKbihKbiHN7fi6IInE4bTrcNh9PAbtex2XWcThtujx2nK/+8YWiomoKqKuRyJtmMSSaTI53KEplOEI2kSKeypNM5UskMiXiaZDJDKpm9Zm1P2azJy88dZdPWJlRNRVEEPT0T6LrKjTe1oKkqNpvGq68eZ3IiRktrGfv29SCEoKGhhM6jg7S3V9DaVoFz5hhHR6fpPjPO/fevnfUkHRiY4vXXTtDaVsGxziGklFx3XdOiJxZSSkZDUTRVpdC3uJVRyozy+vi/Lul8BI1KVgRu56z6atZKczD0NMcjr84EzTg5K5MXgkdBEwaG6sSrF9Hg2chK/515sfclj7mSwUQnr49/G03YWO7fPm/gHEmd5M3x7xLKDJEyo2SsJJbMIQFVqBiKE4fqo9BWTbV2J53DsLq6nO/vOsRnbtxAf2ia+qJLx6LBxDTPDHby/poOdEXjO6d30xObJJpNkTJz3Fe94qJtrmrg1NVC8qP5lVz0Z4n/Al1dnG2WEDpSrUHIaaz0q4ADxei4gs9eOhRFUF1biNtj576HNtDTPc7h/b1XTbw7k8kxPBhieDDE0UP9vPzs4dkb3ekyKC7xU1Lux+dzzAxcBja7jm6oWDmLTCZHPJ4mHIozOhxmdCjM9HSCXNbCNK2rNoN/J6hvKOFTn7sVp+vK5M7mQ9KcRlPs2NTL1BuFgksrJmMlyMksPzpziNeHz1Dh8vGptk1UuwMYSj4wnh0Ubq6rJ2OaWFJiWha6klcWmU6n8RgGurp4/8v5oCgKW7e1ks2Z/Mv/fpGJ8Wsnov9OYFmSWCxFLHaxBvNsLVSctxY5b0g4GxCvJNV6tbBzxylGh6cprwqiKIJP/u4NfPffdpBJ51ixrgohBMNDIVauqmHVqmrGxyJMTsZYu7aWj3x0C88+c4gt1zVRVRVECMGHP7yZb33rNYaGw2zfvhxNU9i/v5dAwMnmzQ14vXb27e1h/fr6RfcnR5Npnt55nOV1ZRdNzjRNxee6OMgoM+bTGStfn3dpAfRL8BoAvHrxnP3nrDRnYnsYSXZhU104VC+G7sBQneSsLGkzRtqKM5I8yWiyi6HEcW4t+xxereiapL6HkifojR9AFTqG4sSne7GpLgQKaTNO2ooTyY4ylRngSLITJfohXjruoXcyxOnxKRLp7IKyeWcxkAgxkpxGVzTGUlEkki+tuotDoUH2TPRd+8Dpsa1hIvEUGXOMnBXGYPFU5ZwVJmtNIdBwL9JaS8oUMnsMme0EpQBpjc4KLFxrBArcszW5qppCPvix6xgeDDF+DVYKUkpyOUkulw92yUSGyfEYx45cO1Pka43Scj+/89ltlJZdutZ0oUbxWbk0IQSWZeWnW+cxQO2qj0hmkJR5md9BWsRz4xiKI8/0JsP/uWobFa6FZ8/fOrCPrGUxGovx/pZWtlbXkMrl+Jf9+3iwtY26wDtrfRIiL4a+bftyrJzFt77+8jV1oLkWkPJc7+x7FZl0juefPshvf3pbPuUacHHnXR088fh+ioo81NYVsXpNLZ2dg2QzJuMTUTbPSEC2tJQRCsX58Y928bufuhGfz4muqzz44Hp+8P23ObC/l9VraohMJ3A4bWiaisNhYJr5/vPFBs54MsPpoUmiiTRvHe2Z81p5oY8P3HjxAsGlBthc+GF2Tf6YlBmjzbeNtcH7sasL6wwLFATnJnxCKJTY6ymx11Pl6qDYtgyn5kMR+ZaUlBVjOHmCg6GnOR3dyenYLtwThdxW+jmWlAJbJJyqjzbfNiqdyym1NxEwymbbyEyZYzLdx8nImxwKP0tYDzHMk5yYUHl43Wp+svcIrWXFFLgvLXqRMXMoQqAJhbSZxakZFNvd5CyLgDH/tlc1wgSdtzEU+SbJ7Bki6b049GWLCmJSmsQzR0hluzHUEoLOWxf3gVYEK/0GCBXMaWSuC2negNBq39mBLAKFRZ7Z1gkhYM2Gej7021v5+688855Yzb2X4XAaPPjhTaxeXzenZ7Pv5DAv/WgXgRIfHVsaKaoI8Prj+xACrrtnNUPdY5w5MoDDbeeG+9YyeGaMI2930bKmlrr2vCZxib2d0eQRhhMHKHW0z1qKXYjp7ABDif14jQocqocPLsv7fkopSeYyDMYjBGxOAjbH7Iz1dGiKL27cwo7+PlK5XL6v0zAQAnLW1fvNVVXhljs7EIrgkW+8fE0mY7/OkFKy563T3PvgeoIFboQQ1NUV0768khdePMqnPnUTZWV+nnvuCAVBN5l0Dv95xLUNG+o53TXKq68e57771iCEIBh0s3lzIzveOkVrW/lZtelzWGJMKfC5+NRdG+d9zbYAI1hVdFYG7iRjJdkz+TMOhZ7FoXpZE7gXQ12cYpKhOFhf8CA21YV6wdgthMCheqhzrSVoVJI24/QlDnIy8gYbCz6A38hbk1nSIifTXGryJKXEPM+rM2ulyFgJQKDPiLgA1LpWs8yzYcZH94LjFRrF9noCRgWG4uC1sUeorh5gc0mKVm8B0VSaqgI/DuPSkxWPbudUZJwn+g8jpWQoMc2zQ8d5Yeg4n26+2MQarnLgNNQSqgP/gTNTf07/9FfRFB9+x40owkCgke9NPMdCleSQMkMkvZv+6b8FFGoC/xFDXeRKVSlAdX0cyOXbMsxhhLo4E9h3iqJiLx7vuUFZVRVuvauDocEpHvvhrtnV4W8wF5qm8L6HNnDnfasxLph9F1cGsTkNli2vpLyuiJMHevEXeohNJxgfDFHTVE5JZQGPfvNl1t+8nIJSP2u3tfLkv75OdUt5fkXgu5Nj0z/nSPhnIKDNdx+6kh/0JGDJLGOpY+we/yZpM0ar/15c2rnrrSca4i/3v4gpJVnL5OPN67i5vCE/aGg6FV4vFV4ve4eGaCsuJpRMEs9klqwcdDkoimDb9uU4nAb/8vcvMdD3XtP8/OXG8FCIA3u62XbbcrJZE01TaGut4IUXjgBw8GAfTY0lbL2+mZ/9bA/d3eMUFLhn3quyalUNTz51gPvuW0Mmk0NVFaprCnjiiX3kchY+n5PhoTC5XI5EPIOuqUsiB+mqQnVJYMli93bVxcbCh8haSfaFfs7bEz9EFTqrA/egLUJ0XREqTu3SjFkhBF69iCbvFvoSB8lYKUZSXbOBM5QZ5LGB/07ajF9yP2dTyjmZ5ns9f4pAwVCcPFj9X/AbeTlIh3b5Fi9dsbHCfxtvTnyPdC7F8fEuXt+3AyF1TGlRV3jpTFCLr4QbSxv5Se8BpjNJspbJgakBMmaOV4ZPsiJwsRTl1SUHyThuo50S98OMRL/LqYk/xmNbg9e+AYdWj6p48k39UmLKOKlcL5H0XqaTbyKERrH7ITTFx3TqTSSXDjxe21oUJDJ3CmlNoRgbQSkAawKU8mtOECoq8V7UrG+36zz00S3EYylefPpwXpj+N5iFza5z290r+egnr78oaALYHAa3f2QLO587RFlNIVOj00RDcYQicHrshCai9J8cxjB0hAKH3jzB6MAUofEo0VAcf6EHt17KpqLfZ/fEP7Fv8tscCf0Ev1GNTfVgyizR7BCx7DggqPNcT4vv7lnneoDvn97P77VuYm1RJcOJKP9j/wvcVL4MFcGDre0Yqsqmyir6psP8l1dewqkbPNjaRqn76jaBCyFQNYXrbmyhsMjL17/6LMeODL4nTAt+FRCZTrJv1xk2XtfIjre6MIy83FxjY37wDwbdnDk9xr59PUQiSdxuO6lklldePYbX4+D4iSHaWvNM7L17ukmmMiTiGQoLPRiGSm1tIcc6B3nt1ROc6R6jo6N61iB8MYglM/SMTLGifqkLAYGu2Lmh+BNkZYaj4Rd4bewRVKGzwn8bunJ1+AQCBYfqRUEDJJnzgqQlTaLZSdKLJXkCsVxedtKmuLDk0sdNm+pGsVz09Pk4FrL49IZqYmmT8WicbM5E1xY+907N4BMNm/hEw6aLvHcXYg1f1cA5FPlHIum9ZHIjSJlDkiOS3kUkvWvmHSqK0PKOHVzA5JSCycQzTMafxJQp8rq2Cw8SHaWPYhdgZXYDOdDqwJxECgOhXFuxasOmUVTiu+hGEEIQLHDzod++nlgkxZuvHv+FESDeazBsGjffvoIP/871GAukmixLYncaONx2xganKK8rYs+ZMbbctYqCUj9H3u5ifCjEnR/bimVJUokMG7avYGp0erahXREq9Z4b0RU7x6efYiixj7HUsfM+ReDVy6hz30ib/3149LnOGGnTpMCeT2v5DDvZ81Kwy4uLUYXAbRh8YtUaHm5fgaGqGO+QFLQQzqYGm9vK+cJ/upvvfet13nr95LuuMPSris7DAwwNhGhpLuPYsSECARc335xXJevoyKfux8YibNnSSH19EaqqUltbRG/POMvqS1i/Id/v29BYwqGD/ei6yr33rsZuN6isDHLTtlZOd42xamUNHSurl0SemYomeOXA6TmBM5szOd43xsD4NHduXNi/UyBQhc51hR/FlBmOTb/Km+P/hio02n23LGrleTlYmExnx7DIoWHg1s4ROg3FQcAoYyR1igKjio7AHfPuoz9xhK7oWyhobCn6MLpiRxX6ZVe88yGSHSOezjE6XkRjgYeusUmGwnGSmRy3tjUS1BZm2J//uyyWJ39VA+d0cgfRzP5LvMNccDYhyZA1F6+JKrEQwp3v21SLMeP/AsKH4rh7id966XA4DUrKFv5xyyoC/P4f30EylWXfztO/9sHzLOHldz6zDX9gYZGDdCLNU99+A5C0rqvHG3TTf2qEzt2nKaoI4vE56T0+jKZr3PyBDQRLfbz60100dFTjPE9/VFfs1Lq3UupYTjQ7SjjTS9IMowkbXr0cr1GOSytCm4dxeFtlE18+8AoN/iL6YyHWF1XNzjr/btfbfHHTFhx6npzg0nUkkDVNVEW5LHvvSiGEoLa+mN//4zuori3iJ//+9jvqG/4N8hganKLzcD/3PLCOquq5TH7D0Fi7tpasaaGr54wBmlvKaGgqQVPOPVdU5OXmW9rIWRaqUGbSq4KWlnIamkoxZyZfWdOc3c60LEwrv75RhEBVlDkM7rOwLIt01mTPiX6e2X0CVQhuXdt42WMTQuDSAmwt+m3SZpyu6E52jH8Pm+qmybPlirxrz5XYLEZTXRwOPwvkmbkVznPOLG69gJWBOwmPDpO2EhTb66l2rpzzeVJagMgHTqGyMnAXLs2/5O8jkaTMKG9NfB/ViLKhA24uvYdl7naGp6Oksjm89otX2Xsmenms79DZs5W3gZgRTzgfawuqub/mYrLqogPn+ezGheA0mt81Lp0qHKCWINQCwI7q/bM8pU/Yr3ma1um0UVa+cN5cCCgs9vAn/9e9/OPXnuOt106Syfx6rhJcLhvb717J737uVgzj0j6sDred93/2lvwAMlPbuemB9SDzj5d1VPGZ9ryur1AEKzY10r6xYfbx+VCEikML4lCDFNtbOZe9EDP/zf89NpfUUOHycXhqmJvKl9HiP0fXH4nFZl1WUrkcI7EoR8fGeL2vl8+t30iVb+5k6sJ75qxp80Ln4FKvCyEIBF189JPX09RaziPfeJm+7vHflAPeASxT8uKzh7nljo5ZQ4nzkTFNPvKdH/L3H7iPEk+emdoXCvOVV97kj67fREPhOc/YcDLFV1/dwQ3LatnWWD87AP9g/yFeOnUGKSVFbjcfW7eK5WUlvHDyNI8e7iSZzVHgdHL/ila21tec+3AJY6EoT+zoZNfxPvxuBx++eTVNlYWXTDueDyEEHq2Q28o+T8r8S/oTh3lp5B9xqn6qnPPbZZ0PKS2iuQkSubxedb7UMUFf4hDHpl8hK9MUGNVsL/schnKOfKQKlVbfjQwnT3Ik/DxvTXwfX1kpPr3kHbWspM044ezITMbSIm0lGE6c4GT0DcZS3aiWhwr9VlYWb8SmOClwO8ma1rx1YpuqEbDlv3PGNNk/1Y8E2v1luDXbbAiZT/wALrAV293Vz4bGvMnnicExCj0uCrwuTMvireO9ALRWlVDgcTI8FUEiKQ/mB4uu4QkKvf+Z+oJ3y3lAgDmMNIdQjHVIaYAcBewgrq0jitNlo7jUf+lvJwRFJV4+9blb8ftdPPXYvl+7QS5Y4Ob+hzdw74PrFqVnmTdWvtiR5Hyo5w8a4tKpFcH5IhGXbnnpiYYwVJUKl48aT4AaT4Ce6BQ/6NrPx5vXz24dz2TZNzzModERQskkHpudB1rbKHblm9T7eifweB0EAi4mJqKc6RqjsipIeUWAwYEphgZD1DcUU1TkRUrJdDjB9HQSj8dO9+kxLEtSXVtISenFGY2zbTgbtjRQXhng5z/dw0vPHnlXnVV+1XDq2DBnukbpWF0z7+sXsqUrfV5qgwFe7uqmofDcKtVrt7GivISdff1sqavGoefr5msqy7mjpQldVXnhZBd/98bb/O0D99BYVMCXbr8Ft81gZ28/33hrN2urKnDOMEDthoamqWRyJr9372aqi69MIlAIgVP1cUvpZ3hm6KuMpE7x8ug/cV/lfyJgXLqkZcocuyd/xpHw80jkjBBCDo9WSJmjmTJHE02e6yiy113w3QSG4mRDwYMMJjsZShzjSPh5NhY+jL5EP+DzMZQ8zjNDf0PGSmDKHDmZRhd2CmzVtPm24TRb6Rsowa7mY9bx4XGODI6yva2B4AUtKSsCFawI5GvUh6YGiebS/F7TdVS7Aos6z3PkWl7v7J79t0Tw6tFupJT0j4cZCUeJpTL0jE5hWZKByWn6xs85ZxwfGCMUS830Bb0bfwTSiiPN0byjSOI7mKnnQF7clH21UVDkmXeGOh9Kyvx87NM38tFPXo/d8YsxZ/5FoLjUxx/+H3fyvofWv+s2Tmf7PaczgxwLP8FbY3/PayN/xRujX2Xf5HcYiO8mZ6XOSz1J/u3U3tlBUkrJyfA4jxzfzXdO7ZtdZcazWb70yovsHBigqaCQj3Ws4vfXrWdDReWsY0r36TGmJmJIKXE4DIpLvLz64jGkBI/HTkGBm9deOk7XyRF+/P2dfO9f3+TZJw+QyeQoLvGRyeQ4dWL4ki1NZ3uHP/bpm/iPX7qf9pl63G+wdJimxXNPHlg06UpTVbY3L+PV093EM5nZ51VFYV1VBd2TIcZj5yYyLcVFBJ0OPDaDDdVVDEeixNIZ6oIBSjwuXIbOyooyIqk006lzY1eBz8Uff+AGHrhhBdXF/tnnz17bS4EQgkJbDZsKP4RXL2IsdZqdEz8iYyYvu21OpklbcTJWAovczHMZvHox7b5bKLYvW9CuMGBUcF3RR5FIDoSeYjh54h2R2yxpkrESeTUjmS9VWJioQmOZewONni1YluDI4Chfee4N3ujqpSLgvWw7ylQ6jlPVKbDlJ79nz/GlzvWCy4CaQj97u/oJx5MMhaIk0jn8Lkd+2fte0UYWClZmN9IcQLHfgaKWAO+88H3JjxSC+mXFS6KJe7wOPvDRLVTVFvGdb75KX/f4NTeF/kXBZtNYvqqGz37xNqpqCpYkBn7+RTrXo/RiMf2FZoVSSmK5UQ5N/ZCu6ItkrPhMPeWckbUiVHxGFZuKfp8y50qQKn2xEEGbk3g2w/HwGN87tY8H6lfQFw/P7vv31q6jwuOlwOnEUPNpZwFYUl5Un7IsyakTIxzvHKKnZ5ypyRhHjwwwPBhidGSatuUVBIIumlvKGR2dprjER8+ZMYaHwtTVFS3q+nK77azbtIym1jJefOYwTz66j+HB0IK2Wr/B/Ni38wxDA1NUVC1Osay9pIQqv49nj3fxQEfb7O9eHfDTXlrCk53H+eyWDQghGI8nGAhPI4Anjh6ntaQIn93GdCpF92QIVVF4pesMJR4Xha5zq6LpWJJvP7eHTNYkkc7ypd+5DQF0DU7w3J6TfO7++fsLF4IiVJZ51jOaOsWuyR9zOrqTOve6fL1zgXtJFTo3l/weNxZ/EkvmiGUn6Ynv5+j0SxydfpGh5DFuLPkkda61+W6JeVDvXs+qwF3sn/o5L41+g4er/8cs+WepYaTWvYbPND6CxCJjJhhP9XB4+jl64wd5euivKWQrLx4vJZnJ8vD6FZR6Peiaelnugc9wcCIyxrNDx2jxlcz5Xn7DSbnz4uyPBvnB5szoFNncuRvOpms0VxRxbGCM0oCXnaf6aKkopKm8iGzOpHc8REWBDyklkWSakXCM9uolnol3CKFWoXm+CDKHlAmQGcRVolsvBEUR1DUszbxVCIFhaGy9qYWy8gA/+f5bvPXayV85gkd5RYDb713Nne9bjX8etwWYWc0d6qd5Zf5iGTgzjjfgxBtwEYsk6T05gqIqVDeUIKXk9NEhFFXQuKKS6ak440NhbHadhuWV8waXtBVlx9jf0RN7HV04KLQ14FADqIoNKS0yVpRIZoip9BleGfn/uK7481S7ttDsL+YfOnegKypjyRgfb15HR0E5j5zYPbvv+kCAeCY7R9R9OpViR38fGysrsZkKoyMRKqsKSKezhENxbriphVQyQySSJJvJsf2OFfz80X1U1RQQmU7S1zeBy2VDSonH6yBY4EYiF52WE0Lg87t44EOb2LS1iWefOMDbb5ykv3fiN73Ei0QqmaHz8MCiA6eiCD6wcjnf2rmX7c0Ns+QTRQjubW/hS8+8yMOrVlDgcvLo4U5eOnWG1pIiKnxeHuhoQ1UUXu3q4bt7D9JWWkyR28V/vm0b2nmTzGgyzVQkwcduW8tf//i12cG8qjhAz8jUFR2nKnSW+7dzJPwC0dwEffED1LlWLyiOIIRAF3bOrtecmp9ixzIaPZt5avivGUwc5dXRfyFQWU7AqLjomhVCYAgHKwN3MZLsYjh5nLcnfsjW4o/lRQ5Ymj61KjTUGRUkh+rFZ5RS5epg79Sj7Jr8CcPZN/mtmz/G9tp1qMriea/NvhLuqWznhaHj/Kz34JxmjhvLGvh008WTlNm9JzNZtBl1+JFQlLdO9DIajlEW8LCqrpz64iCTsQSpbA6nopPJmagzJ8o08wyxd9+lx0Jm9mPlugALoRSiGOsQ2vz1iqsBIaC2vugKtxU0NJfy+1+8nfaOah7/8W56z4z90rNuDZvGpq1N3PvAOtpWVF7W6/C1pw7NBs5YNMnxQ33cev9aBKDpGmeOD6GqCvFoitGhMIlIEl/QjcNloOkqb71wlKr6IhzzpIB7Ym/QG3sTn15FR/BhyhwdM4HTmJmpxohkhzgWfoKu6Escn36KYnsrH29ax6GpYRQEbYESSpz5vsw7qlpmiUQ/PXaMVaWl1Pj9AMQzGf7t0EF+fuoEXw3cSZnuxjRNhADD0PEHXOzaeZqSMh/l5fka55uvn6Smrgin08aadbU8/fMDOJ02EvE0B/b1EplOUHoJxvalUFYR4GOfvpGt21rYu+sMLz93lO6u0Sva168DAkEXHWtqWbdp2Zx0dyqb4+3efqoDC/8ObSVFuGwGB4eGub6+dvb5uoIAywqDvNLVzYMr2/HZbWyureILN2yZs73LptNSUsiXbt+2IBmsOOChqaoYp83gZP84TVVFHOkepsi3sITe5eDXS/Eb5URzE4ylz5CyYotWFZrdh1HOlsIP85O+LzGR7uVMbA9rgxULvj9oVLA2eC/PDfdyLPIKlc42GjybUBZYpS4FNtXJysCddMf20pXo4uBQD5srJ/EZ+cVNNJXGoWtol2gZc2oGD9as5tbyFuK5zJzA6dIvQQ4SQtBaWUx1oR+AAo+Tm5YvQ0qJTdewGzq3r24inTNx2QxURfD+Tctnfc8Cbge/deMabEto8L0qMMeQMoUQboSxEWn2Iq0QQlZfM2atw2lQVrk055cL4fE6uOPeVazdWM8zj+3niZ/tIRFL/9Klbw1Do6a+iIc/toU16+txe5ZuCFvTUELn3h5ikSR2pw2708AyLXKmRUGJj71vnMQwNFweO3anQTyaIhFLIdT5Z6tnoq+gKw5WBB+kxXcXQqhzGLSG4sKlF+M3aphMn2Ys1Uk8N0mxo4VbKi6m+d9b0z679bHxcd7f2krWNAmlknxt59vUB4JsqaxGEQoer537H1yPpquoqkL7ikqWNRRj2HRsNo31G5eRTmdxOAwURSB0ldvuWokQeeHujVsaAHA6r6zcIIRA01QamsuoXVbM9jtXsnPHKZ55fD993eOkUtlfumvsakEI0HUNm12jblkJN9+xglVra/H5nbNm3WehqQrRdJqvvPLmbCvJWa/HiXhi9nF7STFv9/SzrqqCaDo9OwG+vr6Gxw4fY3tzA36Hg/0Dw4xGYwjAbbfh1HV8djtj0ThjsbxwgNMwcBv67P3jcdjoWJbv4Xx42yq+/INXyOZMigNu/uj9W9/BeVDw6vmJfzwbImdlLrPF/Ci01eDWg0Sy4wwlO1nL+xZ8ryJUGj1bGEh0sj/0c/ZMPUqhrXaO8Mg7gVP1U2Cr5qTZw3A4Qjg9jpX18sqJM+zuHuAPb9lMuf/SCkSqohC0uQjaFudEM7s0UBUFrzM/g9c1lYD7AlUcQ8d+XpH1/IKrEAKX/drWFueF4kboDYCOlXoWgQ1hv3arTYDa+mK0d2iBdXaAKy3LC53fcEsbTz22jwN7exjsn8Qy39uDm9fnoHZZMTfe2s72OzuwzUiJXS5oSikZHQhhmueVBBw6y1rLOXmon4raQn7+3R3c+v611LeWE56Ioc9YUymK4Ni+Hk4dHeS+375u9jMvRCI3iUMNUmRrmZnRzjObR2BTPZQ7V9MZfhxTLjx4nC9u0FFSzLf276PA4aRzfIwbamq5r7mFv357x+zxO84LeoahzRF7sNv1ObJrQog5j73eKzPDvuj4hEDXNYKFbu68bzXb7+yg88gALz97hFMnhhkdDhOZvjwx5JcdipJPYxcWeaisKWDN+jpWrq2luPSckP9816wqBPe0NVPgcvLiydPYZpjcoUSSP3/6xTnvXVlRSiKT5S+ee4XMeaWu2qCfWCZNdcBHOJXiz59+ESHgg6tXsK2hnlKvB6ehz+7v1qZlfGBl++z2AY+DGzryAgsbWqpYXltCJmfiddkvWbOTUmKSQ0Wdl7QjpSQ5Y4CgCn3BdKmc5QQswCVAYsn8pMJchNKPquhsKfoIw8kTDCSOcDD0FMX2+stut5jvAnnikJQwMS147kgvk6EJlleU8p/uuhHPPH2c7xTX3kbkWkJ4EIoBwonq/G2QYRCua9rHWbus+KrZ55zdz7KmUj7zhds4c2qUPW+fZvfbXZw+MfKe6/0sLPawam0dG65rZHlHFcFCz5K1NCdGpzkbzKbGIhzZ083YUBh/0EXj8ko0XWVqPEpZTQZJfoUvJSiqgi/oRkrJyECIsuqCeX8Hh+onap1NT176uwkEhuJa9Mz3A+3Lea2nh2Qux++uWUtzQSFCCDpKSvFdg5vzneLs+dENjZVramnvqGJkMMzpUyMcOzJI5+F+ervHSSaubNXxXoRh06isLqC2voi6hhKqqgupqi2kvMKPoi6u6f/se7bUVrOl9hxxo9Dt4hsPz7+y+toD98z7fLnXy9cfunibKr+Pr9x/1yW/QzSRZs+Jfjp7R4kn09gNnZbqYm5a3YAxTy+nRBLJjXEk/CKVjjaqXSsvOt7xdA/jqXz3hM8oQVfn6V+1kpyO7iJglFFib5z3nPXGDxDP5Q3XC2yLY3U7VA+bij7E88Nf43D4OTYUfuCy20gpmUj3MJ7uYZl7Azb14hXhVGaAsfQZVDVHwK1RG6jkw6tbcNmMa2J1Br/sgdMcQZpnEFpzXuTdCgEaQm+fEzzzKzwF7Sqkkusb31kT70IwDI3mtnKWNZWy/a4OznSNsuPVE+x88xTRSBLLst71WqiiCFRVobmtghtuaWX5qhqKS3x4vEtPyUL+d2hZVU1pZb7P1uWx09RRRUN7BU63HafHzn0fuw5NV3E4DdweO9vuW42qqnj8TuwOA7fPgWHXF/z8Kvcm9k9+h3CmnyJ7y8xlcPF7LZljPH2SAlsDDm1xfb8ew8bdTc3Ec1GeH/0+wcztlNiquL66ZpbYMZLs47Xxx7m/8tMYM0S1rJXm1fHHGEicJiezFNsqWRu8iTJ7LYpQGE31s3PyOcbTQ6iKRo2zmXWBm3FrV2IQvDA0TaWypoCK6iAbr2skHEoQmorReXiAPW930XVihFg036bzXk7pnhWJEEKgqILyyiANTaU0tpTT0l6OP+DC7bHjcttRF0jpv9eRSGd47M0jpDI5QtEEtaVBWqqL2dnZSzSR5sF5bMVMK8OeyUc5GHqaw6qXRu91LPfdStCWdw4aSZ5kx/j3iOWm0IRBjWsVjgt8a6W06I0f5JXRf0ZV8m0ezd7rKbbVoQqdtBXnZGQHb038OxILm+Kmwb1pUcckhEKNayVtvpvZO/UYndOvXHabnEzzwsjXmUh3c8T+Isv9t1Dt7MChepFIhpMn2Tn5QybSvTjtknvWFXBjaQumqfDc0VPUFQZpKi285GcsxNZPJTMc39dDbXMZvhkXnbNYcuCUUpLNmIyOhCmvCKKel7a0LEnvmTEqawrRNIVc1mRoMEQqmUVVBYECN4GgC0XJvzY2Oo3P75zT5yelZHwsQjgUR9c1yisCs2m5qYkoExNRdF2lrCKAoeWQ5hjSioCMgfDP645SUubjL//2t65K4FFVcc0WtPkUm0pJmZ/iUh8btjSSiKc5erCP/Xt6OHZkgOlwgkQ8TSKevqqCCooqcDhsOF35gFVVU8jKNbWs3biM4lIviqJcUvVmsdA0lcIZ8Qibw6D0gnpxec3ci7z4PIUm1Wlc9PqFaPHexUBsF8fCj+PQ/BTYGtAVBwoqEjBlhrQZ4VTkeRK5STYUfhqnGpxjcXQWyky6S0pJTmbPqQaZCcZSAyRyUSzDnO3hBEhbKcbS/TMtMHmcTWltLbwbQ3VwMnqAxwf/mXvLP0GFYxkpM0GRrYKV/q1krDR7Qy/x04Gv85GaP0EXV78EIoTA7jAodeSlI5vbKrj/oQ2k01l6e8Y5erCfrhPDDA+GiUaTJBMZ0qks6VT2XRXx0DQVw1AxbDp2h47dYeBy2SivDFBdV0R9YwkNjaV4fI7ZQHo1rtH3AianE4yH4/zePZv4fx95loduWomhqdSVBflfP3h13sCpCJ1l7vWMJE8wmjrN3qnH2D/1BLpiR0EhZSWQmKjCoMV7A22+bSjMXUzkU7AmTs3HRLqXvVOPs2/q56hCw1AcZK0UOZlBYuFU/WwsfHjRKVcAXdhZE7yP4eQp+hOHLvv+tJXEoXqQQG98H73x/ShCRVccSGmRtZJYmChCo9a9ipX+u+kanebFzi4URaApypzAmUpmiEzFsTnyk2+n287oQJ6lXFTmR0pJOpXFG3Bh5ixGBkJoukYykaF0xrgcrnDFOT4e4R//9nn+w5+/D6/vHCMrl83xP//rY/zFX32IgiIPoak4P//pXlRVIC1JNmty9/vXsqyplHQ6y2M/3EVTWznbbls+W5wfGQ7znX96FafLIJXM0thSzr0PrmU6lOCRf3wFVRHE42lWrKrh7ve3IpSCGcF4L8g0Qi29KFV7tqb4y4SzKjoer4NN1zezcWsTqWSWgb5JhgdDDA1OMT4SYXo6wXQ4QXQ6STKZIZXMkEplyeUsrBm2syIEiqqgqcp5g5CO1+vA43Pi9TkoLPJQWuantDxAVW0hgaDrigagiXSY0VSIJk8VuqIxmZ7mYLgLiWSFbxlFdj85y+Tw9GlGUpPUOMto89ZiYfHy6D4SZmq2hrMh2I5Xd9E53c1wahK/7qbD34BHX5gFOJ46QYG9gWPhJ3hp+L9T6liOSytGV+x5XcvcNFOZbibTXRTZmghleglN9cwJdGdR476OEkcbSTPGgfAbTKZHAMjINJOZEXZNPU/KTNDmW3/Jc2JTHdxa8vDs46BRzEiyh+FUL+WOempczdS4mmdft6sOftD3NSLZKQpspfPt8qrhbLBBETg1G63tlbTOeJumU1nGRqcZHZ5majLK1GSc0GSMaCRJPJ4mHkuRiKdJpbJk0jky6SyZjImZMzEtiWVaszKCiqKgqPkMhqIoaJqCYWjY7Hr+jy1f/3W6bLg8NjweBx6fA6/XgT/ooqjYR0GRB3/AiaqqvwAG/7sLVREU+py4HAbVJX6+/+J+CnwuBsbDrGyYX/FHEQo1rtV4jRJOTL9Ob/wAUzOm7llp4lDdBIxyat1rWRW4C9c8mRZFqDR5NlNgq+BkZAf9icOEM8MkzGmSZgRNGHj1YortdTR7r6fBvWlJovFnLcm2FH2Ixwe6Z+utC8Gl+rmz/I85FX2Lnvh+xlPdRHLjee9OCXbVQ8Aoo9K5nGXOW3n2wBgDoWmua6hhKp5kIBQhlc1hn7H9O3mwj92vHKO2qQzLsqhaVsKRXacprS7A43cSCSfoOtzP1jvz+rTxSJK+06PsermTD/7BLbhmHLGuaarWF3Dywd/egtfnJJPO8rPv7+TtN05SU5+n47d1VLF/TzdbbmjG4cyntV569gjVdUXc9+A6wqE4X/6Lx7juphZ27ziFpil88vdvYbB/in/462fYdtty3J6bgbMKD3LBRtyFcOEyfTFN9ley30u95/zPXei9Z4knjS1lNLaU5Vf+WZNkIkMikSaVyJDJmmQzObJZc3bQklKeS2sp+RWtrqvohobdYeBwGjgcBnbHwunPpWA0NcX+0ElqXWXoioah6JTagwynJnlhdDd3lG3Cp7kIGnnJuTcmDiKxaPPW0Z8cYzA5xl1lmxEo2FWD45Ee9odPsMLXQHd8iEguzm2lG1AX+J33TH6LidTJWSPdntgbl/iunYymji74uksrpMTRBggGk6cxFDtNnlUkzQQDiVNUOBootC3O9un86yEvTs0cOv6c12dWtgvR9S91rVxORGIpsNl1qmoKqZpZ5UuZD4bJmUCZnvl/NpsjmzPJZS3MnIllydlr7+xnK4qY1RSenchpCrquoelq/t+Ghs2mYbPlg+nZbd4tLEbV5nLCHJfbbrEo9Lm4Y0MLUko+uG01+7sGSKRzLK8tZVXjwq0fQgiCRgUbCx+i1XcT8VyIrJVEYqEpdlxqAJ9RPGMHttA+FApttQQLq2jP3kLCDJOxkpgyh4KKTXXi0YpwaYuTp5sPVc4VvK/yz8haKYRQsCvzs1mFENhUF+2+W1jm2UgsO0HSjM5miHTFhlP149WLCSeyjEd7Kfa46ZsM0x+aJpnJkshkZgPnwJkx/IUeErEUqqZy4mAfoYkY6XQOX9BNfVsFQlGYGJnG48/3ly9fX8fOVJbwROzaB04hBDabjlGogcxfaB6fk8mJKJYl0TTBitXVvPDMIQb6p2hszg9AJ44MsP3uldjsOr6ACyklqVSGE51DtK+swuW20dhShqIq9PdO0Lq8Elj8DWZaFql0FruRvzETqSyJVAZDV3E7bcQSaTJZE5uh4XXlU8i5nEk6a+JyzJ1ZSSmJxFL4Zk6mZUliyTRel51M1iQST6EqAo/LjqooJNOZ2c9NZ3NE42kURRD0OkmmsyRTWVwOA/s8XpXznd+zrE2ff2l9WO8mnJqNUkcBAcPDQGKM7tgQqwPNFNn8uFQ7NtXgmeG3aPXW8uHq7TzS8yRTmSg3Fa1BFQoTmWlK7QWsDbZgU3SORM6QsXI4FujLKrI349Iunc5dLLxGfuXlUF2sDWzjtfHHKXfUIxDsnXqZGlcTRbaFB7HzYWEymupnPD1Md/womtCodbbOMgWzMkNf/CSTmRFORPex3LcJr55PY0spiWST+AwnGStHNJtnxLo0OwIIZxPoQsWp2bCkRTyXRhUKPsOJKS2i2SQCQcC4sizCWeQ9QlXcbhWuvJXwPYvQWIQvf+ab+Iu9OL0Obn5oExX1xTz97dcJj0e442PXUzezGh/oGuXNJ/byoT+5G2lJnv23Nzi26zQ1reXc87vbCI9HeP57O5gcDtG+uZGbH9qEsoR6q66pOO0GQxMRMrkca5uq8DptaKpKOnt50qAiVPxG6awh9JUgr7BVgo+lCb4sdt/VrovTzQtBCIFD9eBQF/a9Dbp0/vCWzbOMhrFojHg6i89xfikQ6lvL6To8QFGZn9K2cuKRJEIRePxOnG4bbq+dieEwHr+TRCzF0T3dTAyHKSr3z+7nmpODItOJfJtF3yRjIxFuu2cV+kz0DxZ4WLuhnheeOkhDUylCCGLxNG+/cYpYLMXIUJimljKKS3zE4ykcM4FLUQQOh04sunRd2lQ6x2v7TtO+rIyKYh89Q5OcGZqifyTER+9cy7HuUSbDcQbGpnnwlpUMjoUZmYjQPxrmI3euxXlB280jT+ziCx+5Mb/vTJYfP3+AT96/ieGJaY6dGWVkMsqmjlpqy4K8tu8MLbXFVJcF2H2kj+7BSaYiCT55/ybC0SQHTwwCcM8N7b8SdRqAzukeXhnfh1dz0ZsYocDmozGX4GcDr5E0Uzg1O+FsjOlsnIDu4YGKm/jxwEsUGj46/A3Uu8rZOdnJ/tBJzsQGafZUY79EamhL8R9e9WMQQlDraqUvcYrXxh/lusK7FyTsLvSr5awcvfETdMc7MWWOVYHr8ennaiZpM0FnZBfT2UkcqpsO/xaU81oFHjnzCl9ouYvJVJTD031MpGNUOwsocwT4+qnnafdXcn1RC2kzS3d8nL74BO+v2sBYaprD4T5CmTgfr78Rj351Wl5+FREs8fHQF+7gzJEBbvngZgLFeeLMh//0boa7x/nel5/gC3/zcTRdzdt9JfOrnmg4zrHdp/nDr/wW//rffsb4wBTdnQPUtpXzgc/fzjf//EdsuK0Db3Dxs41YMsNPXz9Ez3Ceueq067zvuuXUlQV59I0jfPiW1Vf/BPySI53NMRiOUB30Y2gqfqeDg/0jFHqcFLrzK9rrbl+B02OntqkMVVNwuu0Ei71IS1JYlhfSb1xRxc4Xj9KwopJt968hMhVnw81tc4RdrohytuCQPu9gL1CEQi5nIZEztbNzr27d1krXiRFGhsIAFBV7qaopwOWy0dhcxoc/fv3MykqfQ0zIZMwFe/kuBaddp8DvZngiggAaqorYtLyGWDyNoWu015dSVRrAkpLJ6TidZ0bI5Mwl26XVlAVpW1aKy2FgWRKbTaMk6GF4IoJlSVRVmbO6zGRzGIbKgZODJFIXE1V+GWFJi72h42wqWM5Ham6jxVND1soRykSZyIT5eN1d3FKyDlWo5CxzRozaz/pgG29PHiVjZSmw+YjlEkykw4ylQ5Ta529DudZQhMKG4C1MZ6c4GT1wiXtg9q85sKl2NhfewUNVf8jqwI3sC73KVOacqo9HD3Bv+Sd5oPKzePUAb00+jeTiumuZM8AKfzV+3YklJbXuIh6u2Uy1s5AKZwFN3nKaveXYVJ2cNOlPTNLqq8Sl2UmZvxrX1bXEyutbKKsrYuczB0jG00SmYjz5L6+w96UjRKZiRKZiF20zMRQmUOzDsOkEi32MD04RDcXp3HmaJ/75ZQrK/NiXKGoRjiUZC8X40w/eyH/+2K101JdxZmiSdDbHke6Rq3W4v1IIJ1O81dUL5NWfnj58gicPHSeaPCdt6i/0YNh0AkUevAEXmq5SXB6gpDI4y8D2Blws31CPbmh4/S4q64vxBuZma5YUOCORJD/4zg7GRuYWdJPJDE8/vp+Tx4bhglqO3a6z+YYmHvjQJjRN5fD+3jnK8wWFHjrW1PLGy8eQUrJyXS0DfZNs2NLIlhtb8AfzM4XK6gL6eiewrDzrNpnMzNZelgIhBA2VBQyPR/J9Up19PPbKYbZvbsama5iWZDqWxO20UV9RQMDrpMDnoijgnrPalFKSOS+QSylJn9d3KWV+dZszLRx2HQHUVQSZCMWJJzMEvM7ZICotSffgJPUVhQS8TpLpX76+OiklWStHbk4ztCAnTZyqDVUo2FQdv+6eFUfXFQ2nasdQNJyanayVAyS1rjJG0yGylklPfBiX5mBL4QqaPTXsD538BR0hOFQ3Wwvv5kRkH9FseM5rKTPB08PfYSI9DBdMs/JN53GyVhpFKBQapWStNEkzrxqTs7KkzLxVkl11EjRKmEyPzJrrZqzc7B7z59kkYaZxaTYUBB3+ajJWjt74OBKI59IoCOyKjioU9k91U+0qJGAsThXl1xlCCFbf1EZ4Ispo3wTdRwfIpnNsuWc1To+D3AyPwDzv3jdsGtl0dqbjIIfDbcfpcVDRUMLNH9jEfZ+6GWOJAjGqIshkc4xMRYkm0yTSWRDwvRf2s7H1N24488GyLCKpNGPRGN98bTdum8H62sorakkqqy685HZLStW6XDbKyv384NtvzFm22mwapWV+HvvRzlmJKoB4LMWPv/s2hcUeNF0lNBmnuDQvDL9rRxfWzHvdHjt73+7i1js7uOnWdo7s6+ORb7xMU1s5tXVF1DeWsnVbC1//6nP8/Gd7GeybZN3GZUuu7UkpmZxOMDkdZywUJRJL4XLaKC30UujPe7hF42kK/W6Onh5G11RuXNvAvz+zl9LCiyWb3jzQPRsspYSXd5/Cmpk4xJJpLClx2g2yWZOpSIKJcJzxcIxQJEEmm6O+spAzAxOoqoKuaUxNJ/A47fg9792a5aVwIHSSXVPHcKh5opcA2r117Jk6TigTZTQVYmVpI37djVd38drYfkZSU3T4GnCpdt6aPIIpTWK5JEWGD01RcakO4rkkR6ZPM5Qcp959aQ/Ba40KRz3VrmbOxOeSigzFTqGtgj1TLxHLTc95LSvTPDfyfXIyQ6GtjLHUIH69EL+Rlz4bTfXz+sQTePUgDtVJT/w4zZ41s6oub46fID2zWkyYGZJmhqDhJmlmSFs5TkaGSJmZfAN8NomuzBiGC0GDpxRLSho9pagL2D/9BnlIKTn05gk0XSOTzqIoArvTRjKRZrh7nKLKIAWlPg7vOMnxPecsGEtrCkmnshx8/TjRUJzyuiIMm87uFw4zeGaU0poiXL6l3dPFAQ83rW7k28/uIZ01CccSBDxOtiyv5Z5NbVf70H8lUOB2Uurz8i+v7+HOFc2sq63guaNdc9rFrhaEXKJBmpSSo4f6CU3F2bClAdt5RJbu02OcPDbE9Te34nTayOVMTnQOcebUCKYpWdZYQsuMq8XPfrBzjudgsMDNhi2NeH0OpiZjHNzXQ2gyTntHJS3tlUgpOdE5xPGjg7jcttn3LiVtJ6WkbyRE73AIy5IsX1aKBRw7M0LA66StroS+kRBD4xFqygNUleTp2oNjYaSEyhL/nP2l0lmOdY+yuiVPGIjGU/SNhGlfVkoskeZw1zAOm0ZTTTET4Tg9Q3kv07b6EuyGzvGeUdxOGy21JUyEY5wZnKSqxE9F8dzP+WVB1srROd1NVuZY6W9EVzQyZpYD4VOMpUPUu8pp8lSjCEFfYpTOSDcO1cam4HIcmo2xVIgD4VOY0qTdW0elswRTmhyP9tIXHyFoeFnpb8Spvbv+nhcilBnjRHQ/bd71eM5jFprSZDBxmqFkN+uCt6DNODRIKZnKjNKbOEk8N41L81LnasWvFyGEIGdlGU71MpQ8Q9bKEjSKqXe3Y1Py13fKzHBsepDVwTqSZoaj4QEkkiZPGQ7V4EC4B0PRaPKUkTKzHIsM4tedNHnLkUi6Y2OkzRzL/VWXtVj6dYZlSTp3djE+OEWw1EfLunos0+LIjlPEwnGa19VTXleMaVocfvMEmqayfEtT3l3qyAC9xwaoWFZKw8oaIP/ccM8YlQ2l1C+/slViKpNlOpZCCPC6HNh09VeG//BuIJHJYtNU1CXYGy4GSw6cv8Fv8Bv8Br/Bb/DrjP8fW79ytZWanqEAAAAASUVORK5CYII=" id=imagec7ac4dbd6f x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p533e172bfb><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1621182959913734982bottom-1621182959913734982characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1621182959913734982unicode-1621182959913734982characters aria-controls=1621182959913734982unicode-1621182959913734982characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#1621182959913734982unicode-1621182959913734982categories aria-controls=1621182959913734982unicode-1621182959913734982categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#1621182959913734982unicode-1621182959913734982scripts aria-controls=1621182959913734982unicode-1621182959913734982scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#1621182959913734982unicode-1621182959913734982blocks aria-controls=1621182959913734982unicode-1621182959913734982blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1621182959913734982unicode-1621182959913734982characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>1089</td><td><div class=bar style=width:59.6%> 12.5% </div></td></tr><tr class><td title=1> 1 </td><td>988</td><td><div class=bar style=width:54.0%> 11.3% </div></td></tr><tr class><td title=2> 2 </td><td>838</td><td><div class=bar style=width:45.8%> 9.6% </div></td></tr><tr class><td title=7> 7 </td><td>692</td><td><div class=bar style=width:37.9%> &nbsp; </div> 7.9% </td></tr><tr class><td title=4> 4 </td><td>633</td><td><div class=bar style=width:34.6%> &nbsp; </div> 7.2% </td></tr><tr class><td title=6> 6 </td><td>621</td><td><div class=bar style=width:34.0%> &nbsp; </div> 7.1% </td></tr><tr class><td title=0> 0 </td><td>600</td><td><div class=bar style=width:32.8%> &nbsp; </div> 6.9% </td></tr><tr class><td title=5> 5 </td><td>574</td><td><div class=bar style=width:31.4%> &nbsp; </div> 6.6% </td></tr><tr class><td title=9> 9 </td><td>460</td><td><div class=bar style=width:25.2%> &nbsp; </div> 5.3% </td></tr><tr class><td title=8> 8 </td><td>414</td><td><div class=bar style=width:22.6%> &nbsp; </div> 4.7% </td></tr><tr class=other><td title="Other values (25)"> Other values (25) </td><td>1828</td><td><div class=bar style=width:100.0%> 20.9% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1621182959913734982unicode-1621182959913734982categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>6909</td><td><div class=bar style=width:100.0%> 79.1% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>989</td><td><div class=bar style=width:14.3%> &nbsp; </div> 11.3% </td></tr><tr class><td title="Other Punctuation"> Other Punctuation </td><td>455</td><td><div class=bar style=width:6.6%> &nbsp; </div> 5.2% </td></tr><tr class><td title="Space Separator"> Space Separator </td><td>359</td><td><div class=bar style=width:5.2%> &nbsp; </div> 4.1% </td></tr><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>25</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>236</td><td><div class=bar style=width:100.0%> 23.9% </div></td></tr><tr class><td title=P> P </td><td>150</td><td><div class=bar style=width:63.6%> 15.2% </div></td></tr><tr class><td title=O> O </td><td>144</td><td><div class=bar style=width:61.0%> 14.6% </div></td></tr><tr class><td title=A> A </td><td>130</td><td><div class=bar style=width:55.1%> 13.1% </div></td></tr><tr class><td title=S> S </td><td>114</td><td><div class=bar style=width:48.3%> 11.5% </div></td></tr><tr class><td title=N> N </td><td>54</td><td><div class=bar style=width:22.9%> &nbsp; </div> 5.5% </td></tr><tr class><td title=T> T </td><td>50</td><td><div class=bar style=width:21.2%> &nbsp; </div> 5.1% </td></tr><tr class><td title=Q> Q </td><td>27</td><td><div class=bar style=width:11.4%> &nbsp; </div> 2.7% </td></tr><tr class><td title=W> W </td><td>22</td><td><div class=bar style=width:9.3%> &nbsp; </div> 2.2% </td></tr><tr class><td title=I> I </td><td>18</td><td><div class=bar style=width:7.6%> &nbsp; </div> 1.8% </td></tr><tr class=other><td title="Other values (6)"> Other values (6) </td><td>44</td><td><div class=bar style=width:18.6%> &nbsp; </div> 4.4% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>1089</td><td><div class=bar style=width:100.0%> 15.8% </div></td></tr><tr class><td title=1> 1 </td><td>988</td><td><div class=bar style=width:90.7%> 14.3% </div></td></tr><tr class><td title=2> 2 </td><td>838</td><td><div class=bar style=width:77.0%> 12.1% </div></td></tr><tr class><td title=7> 7 </td><td>692</td><td><div class=bar style=width:63.5%> 10.0% </div></td></tr><tr class><td title=4> 4 </td><td>633</td><td><div class=bar style=width:58.1%> 9.2% </div></td></tr><tr class><td title=6> 6 </td><td>621</td><td><div class=bar style=width:57.0%> 9.0% </div></td></tr><tr class><td title=0> 0 </td><td>600</td><td><div class=bar style=width:55.1%> 8.7% </div></td></tr><tr class><td title=5> 5 </td><td>574</td><td><div class=bar style=width:52.7%> 8.3% </div></td></tr><tr class><td title=9> 9 </td><td>460</td><td><div class=bar style=width:42.2%> 6.7% </div></td></tr><tr class><td title=8> 8 </td><td>414</td><td><div class=bar style=width:38.0%> &nbsp; </div> 6.0% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=a> a </td><td>7</td><td><div class=bar style=width:100.0%> 28.0% </div></td></tr><tr class><td title=s> s </td><td>6</td><td><div class=bar style=width:85.7%> 24.0% </div></td></tr><tr class><td title=i> i </td><td>5</td><td><div class=bar style=width:71.4%> 20.0% </div></td></tr><tr class><td title=r> r </td><td>5</td><td><div class=bar style=width:71.4%> 20.0% </div></td></tr><tr class><td title=l> l </td><td>1</td><td><div class=bar style=width:14.3%> &nbsp; </div> 4.0% </td></tr><tr class><td title=e> e </td><td>1</td><td><div class=bar style=width:14.3%> &nbsp; </div> 4.0% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=.> . </td><td>311</td><td><div class=bar style=width:100.0%> 68.4% </div></td></tr><tr class><td title=/ > / </td><td>144</td><td><div class=bar style=width:46.3%> 31.6% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>359</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1621182959913734982unicode-1621182959913734982scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>7723</td><td><div class=bar style=width:100.0%> 88.4% </div></td></tr><tr class><td title=Latin> Latin </td><td>1014</td><td><div class=bar style=width:13.1%> &nbsp; </div> 11.6% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>236</td><td><div class=bar style=width:100.0%> 23.3% </div></td></tr><tr class><td title=P> P </td><td>150</td><td><div class=bar style=width:63.6%> 14.8% </div></td></tr><tr class><td title=O> O </td><td>144</td><td><div class=bar style=width:61.0%> 14.2% </div></td></tr><tr class><td title=A> A </td><td>130</td><td><div class=bar style=width:55.1%> 12.8% </div></td></tr><tr class><td title=S> S </td><td>114</td><td><div class=bar style=width:48.3%> 11.2% </div></td></tr><tr class><td title=N> N </td><td>54</td><td><div class=bar style=width:22.9%> &nbsp; </div> 5.3% </td></tr><tr class><td title=T> T </td><td>50</td><td><div class=bar style=width:21.2%> &nbsp; </div> 4.9% </td></tr><tr class><td title=Q> Q </td><td>27</td><td><div class=bar style=width:11.4%> &nbsp; </div> 2.7% </td></tr><tr class><td title=W> W </td><td>22</td><td><div class=bar style=width:9.3%> &nbsp; </div> 2.2% </td></tr><tr class><td title=I> I </td><td>18</td><td><div class=bar style=width:7.6%> &nbsp; </div> 1.8% </td></tr><tr class=other><td title="Other values (12)"> Other values (12) </td><td>69</td><td><div class=bar style=width:29.2%> &nbsp; </div> 6.8% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>1089</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=1> 1 </td><td>988</td><td><div class=bar style=width:90.7%> 12.8% </div></td></tr><tr class><td title=2> 2 </td><td>838</td><td><div class=bar style=width:77.0%> 10.9% </div></td></tr><tr class><td title=7> 7 </td><td>692</td><td><div class=bar style=width:63.5%> 9.0% </div></td></tr><tr class><td title=4> 4 </td><td>633</td><td><div class=bar style=width:58.1%> 8.2% </div></td></tr><tr class><td title=6> 6 </td><td>621</td><td><div class=bar style=width:57.0%> 8.0% </div></td></tr><tr class><td title=0> 0 </td><td>600</td><td><div class=bar style=width:55.1%> 7.8% </div></td></tr><tr class><td title=5> 5 </td><td>574</td><td><div class=bar style=width:52.7%> 7.4% </div></td></tr><tr class><td title=9> 9 </td><td>460</td><td><div class=bar style=width:42.2%> 6.0% </div></td></tr><tr class><td title=8> 8 </td><td>414</td><td><div class=bar style=width:38.0%> &nbsp; </div> 5.4% </td></tr><tr class=other><td title="Other values (3)"> Other values (3) </td><td>814</td><td><div class=bar style=width:74.7%> 10.5% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1621182959913734982unicode-1621182959913734982blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>8737</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>1089</td><td><div class=bar style=width:59.6%> 12.5% </div></td></tr><tr class><td title=1> 1 </td><td>988</td><td><div class=bar style=width:54.0%> 11.3% </div></td></tr><tr class><td title=2> 2 </td><td>838</td><td><div class=bar style=width:45.8%> 9.6% </div></td></tr><tr class><td title=7> 7 </td><td>692</td><td><div class=bar style=width:37.9%> &nbsp; </div> 7.9% </td></tr><tr class><td title=4> 4 </td><td>633</td><td><div class=bar style=width:34.6%> &nbsp; </div> 7.2% </td></tr><tr class><td title=6> 6 </td><td>621</td><td><div class=bar style=width:34.0%> &nbsp; </div> 7.1% </td></tr><tr class><td title=0> 0 </td><td>600</td><td><div class=bar style=width:32.8%> &nbsp; </div> 6.9% </td></tr><tr class><td title=5> 5 </td><td>574</td><td><div class=bar style=width:31.4%> &nbsp; </div> 6.6% </td></tr><tr class><td title=9> 9 </td><td>460</td><td><div class=bar style=width:25.2%> &nbsp; </div> 5.3% </td></tr><tr class><td title=8> 8 </td><td>414</td><td><div class=bar style=width:22.6%> &nbsp; </div> 4.7% </td></tr><tr class=other><td title="Other values (25)"> Other values (25) </td><td>1828</td><td><div class=bar style=width:100.0%> 20.9% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-821979917906083985></a><div class="variable ignore"><div class=col-sm-12><p class=h4 title=fare><a href=#pp_var_-821979917906083985>fare</a><br><small>Unsupported</small></p><p><code>REJECTED</code>&nbsp <code>UNSUPPORTED</code>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-4134594061392598130></a><div class=variable><div class=col-sm-12><p class=h4 title=cabin><a href=#pp_var_-4134594061392598130>cabin</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">186</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">14.5%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:19.748599</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p055437bff8)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image84d4e39ebd x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p055437bff8><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--4134594061392598130, #minifreqtable-4134594061392598130" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--4134594061392598130 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-4134594061392598130bottom--4134594061392598130overview aria-controls=-4134594061392598130bottom--4134594061392598130overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-4134594061392598130bottom--4134594061392598130word aria-controls=-4134594061392598130bottom--4134594061392598130word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-4134594061392598130bottom--4134594061392598130characters aria-controls=-4134594061392598130bottom--4134594061392598130characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-4134594061392598130bottom--4134594061392598130overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">15</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">0.85314685</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1098</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">19</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">3 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">106 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">8.2%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">B5</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">C22 C26</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">C22 C26</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">C22 C26</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">C22 C26</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4134594061392598130bottom--4134594061392598130word><div class=col-sm-6><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=f> f </td><td>7</td><td><div class=bar style=width:2.3%> &nbsp; </div> 2.0% </td></tr><tr class><td title=c25> c25 </td><td>6</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.7% </td></tr><tr class><td title=c23> c23 </td><td>6</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.7% </td></tr><tr class><td title=c27> c27 </td><td>6</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.7% </td></tr><tr class><td title=g6> g6 </td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=b59> b59 </td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=b63> b63 </td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=b66> b66 </td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=b57> b57 </td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=b98> b98 </td><td>4</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.1% </td></tr><tr class=other><td title="Other values (192)"> Other values (192) </td><td>300</td><td><div class=bar style=width:100.0%> 84.7% </div></td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:20.043963</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p726ec3e0c3)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image064f2ee4ff x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p726ec3e0c3><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4134594061392598130bottom--4134594061392598130characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-4134594061392598130unicode--4134594061392598130characters aria-controls=-4134594061392598130unicode--4134594061392598130characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-4134594061392598130unicode--4134594061392598130categories aria-controls=-4134594061392598130unicode--4134594061392598130categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-4134594061392598130unicode--4134594061392598130scripts aria-controls=-4134594061392598130unicode--4134594061392598130scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-4134594061392598130unicode--4134594061392598130blocks aria-controls=-4134594061392598130unicode--4134594061392598130blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-4134594061392598130unicode--4134594061392598130characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>114</td><td><div class=bar style=width:40.4%> 10.4% </div></td></tr><tr class><td title=2> 2 </td><td>97</td><td><div class=bar style=width:34.4%> &nbsp; </div> 8.8% </td></tr><tr class><td title=B> B </td><td>96</td><td><div class=bar style=width:34.0%> &nbsp; </div> 8.7% </td></tr><tr class><td title=1> 1 </td><td>92</td><td><div class=bar style=width:32.6%> &nbsp; </div> 8.4% </td></tr><tr class><td title=3> 3 </td><td>87</td><td><div class=bar style=width:30.9%> &nbsp; </div> 7.9% </td></tr><tr class><td title=6> 6 </td><td>81</td><td><div class=bar style=width:28.7%> &nbsp; </div> 7.4% </td></tr><tr class><td title=5> 5 </td><td>79</td><td><div class=bar style=width:28.0%> &nbsp; </div> 7.2% </td></tr><tr class><td title=" "></td><td>61</td><td><div class=bar style=width:21.6%> &nbsp; </div> 5.6% </td></tr><tr class><td title=4> 4 </td><td>58</td><td><div class=bar style=width:20.6%> &nbsp; </div> 5.3% </td></tr><tr class><td title=8> 8 </td><td>51</td><td><div class=bar style=width:18.1%> &nbsp; </div> 4.6% </td></tr><tr class=other><td title="Other values (9)"> Other values (9) </td><td>282</td><td><div class=bar style=width:100.0%> 25.7% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4134594061392598130unicode--4134594061392598130categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>683</td><td><div class=bar style=width:100.0%> 62.2% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>354</td><td><div class=bar style=width:51.8%> 32.2% </div></td></tr><tr class><td title="Space Separator"> Space Separator </td><td>61</td><td><div class=bar style=width:8.9%> &nbsp; </div> 5.6% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2> 2 </td><td>97</td><td><div class=bar style=width:100.0%> 14.2% </div></td></tr><tr class><td title=1> 1 </td><td>92</td><td><div class=bar style=width:94.8%> 13.5% </div></td></tr><tr class><td title=3> 3 </td><td>87</td><td><div class=bar style=width:89.7%> 12.7% </div></td></tr><tr class><td title=6> 6 </td><td>81</td><td><div class=bar style=width:83.5%> 11.9% </div></td></tr><tr class><td title=5> 5 </td><td>79</td><td><div class=bar style=width:81.4%> 11.6% </div></td></tr><tr class><td title=4> 4 </td><td>58</td><td><div class=bar style=width:59.8%> 8.5% </div></td></tr><tr class><td title=8> 8 </td><td>51</td><td><div class=bar style=width:52.6%> 7.5% </div></td></tr><tr class><td title=7> 7 </td><td>49</td><td><div class=bar style=width:50.5%> 7.2% </div></td></tr><tr class><td title=9> 9 </td><td>45</td><td><div class=bar style=width:46.4%> 6.6% </div></td></tr><tr class><td title=0> 0 </td><td>44</td><td><div class=bar style=width:45.4%> 6.4% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>114</td><td><div class=bar style=width:100.0%> 32.2% </div></td></tr><tr class><td title=B> B </td><td>96</td><td><div class=bar style=width:84.2%> 27.1% </div></td></tr><tr class><td title=D> D </td><td>48</td><td><div class=bar style=width:42.1%> 13.6% </div></td></tr><tr class><td title=E> E </td><td>44</td><td><div class=bar style=width:38.6%> &nbsp; </div> 12.4% </td></tr><tr class><td title=A> A </td><td>22</td><td><div class=bar style=width:19.3%> &nbsp; </div> 6.2% </td></tr><tr class><td title=F> F </td><td>20</td><td><div class=bar style=width:17.5%> &nbsp; </div> 5.6% </td></tr><tr class><td title=G> G </td><td>9</td><td><div class=bar style=width:7.9%> &nbsp; </div> 2.5% </td></tr><tr class><td title=T> T </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.3% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>61</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4134594061392598130unicode--4134594061392598130scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>744</td><td><div class=bar style=width:100.0%> 67.8% </div></td></tr><tr class><td title=Latin> Latin </td><td>354</td><td><div class=bar style=width:47.6%> 32.2% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2> 2 </td><td>97</td><td><div class=bar style=width:100.0%> 13.0% </div></td></tr><tr class><td title=1> 1 </td><td>92</td><td><div class=bar style=width:94.8%> 12.4% </div></td></tr><tr class><td title=3> 3 </td><td>87</td><td><div class=bar style=width:89.7%> 11.7% </div></td></tr><tr class><td title=6> 6 </td><td>81</td><td><div class=bar style=width:83.5%> 10.9% </div></td></tr><tr class><td title=5> 5 </td><td>79</td><td><div class=bar style=width:81.4%> 10.6% </div></td></tr><tr class><td title=" "></td><td>61</td><td><div class=bar style=width:62.9%> 8.2% </div></td></tr><tr class><td title=4> 4 </td><td>58</td><td><div class=bar style=width:59.8%> 7.8% </div></td></tr><tr class><td title=8> 8 </td><td>51</td><td><div class=bar style=width:52.6%> 6.9% </div></td></tr><tr class><td title=7> 7 </td><td>49</td><td><div class=bar style=width:50.5%> 6.6% </div></td></tr><tr class><td title=9> 9 </td><td>45</td><td><div class=bar style=width:46.4%> 6.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>114</td><td><div class=bar style=width:100.0%> 32.2% </div></td></tr><tr class><td title=B> B </td><td>96</td><td><div class=bar style=width:84.2%> 27.1% </div></td></tr><tr class><td title=D> D </td><td>48</td><td><div class=bar style=width:42.1%> 13.6% </div></td></tr><tr class><td title=E> E </td><td>44</td><td><div class=bar style=width:38.6%> &nbsp; </div> 12.4% </td></tr><tr class><td title=A> A </td><td>22</td><td><div class=bar style=width:19.3%> &nbsp; </div> 6.2% </td></tr><tr class><td title=F> F </td><td>20</td><td><div class=bar style=width:17.5%> &nbsp; </div> 5.6% </td></tr><tr class><td title=G> G </td><td>9</td><td><div class=bar style=width:7.9%> &nbsp; </div> 2.5% </td></tr><tr class><td title=T> T </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.3% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4134594061392598130unicode--4134594061392598130blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1098</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>114</td><td><div class=bar style=width:40.4%> 10.4% </div></td></tr><tr class><td title=2> 2 </td><td>97</td><td><div class=bar style=width:34.4%> &nbsp; </div> 8.8% </td></tr><tr class><td title=B> B </td><td>96</td><td><div class=bar style=width:34.0%> &nbsp; </div> 8.7% </td></tr><tr class><td title=1> 1 </td><td>92</td><td><div class=bar style=width:32.6%> &nbsp; </div> 8.4% </td></tr><tr class><td title=3> 3 </td><td>87</td><td><div class=bar style=width:30.9%> &nbsp; </div> 7.9% </td></tr><tr class><td title=6> 6 </td><td>81</td><td><div class=bar style=width:28.7%> &nbsp; </div> 7.4% </td></tr><tr class><td title=5> 5 </td><td>79</td><td><div class=bar style=width:28.0%> &nbsp; </div> 7.2% </td></tr><tr class><td title=" "></td><td>61</td><td><div class=bar style=width:21.6%> &nbsp; </div> 5.6% </td></tr><tr class><td title=4> 4 </td><td>58</td><td><div class=bar style=width:20.6%> &nbsp; </div> 5.3% </td></tr><tr class><td title=8> 8 </td><td>51</td><td><div class=bar style=width:18.1%> &nbsp; </div> 4.6% </td></tr><tr class=other><td title="Other values (9)"> Other values (9) </td><td>282</td><td><div class=bar style=width:100.0%> 25.7% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-2440751041992530913></a><div class=variable><div class=col-sm-12><p class=h4 title=embarked><a href=#pp_var_-2440751041992530913>embarked</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.3%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> S </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 894&nbsp; </div></td></tr><tr class><th width=10%> C </th><td width=10%><div class=bar style=width:30.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 269&nbsp; </div></td></tr><tr class><th width=10%> Q </th><td width=10%><div class=bar style=width:13.6% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 122&nbsp; </div></td></tr><tr class><th width=10%></th><td width=10%><div class=bar style=width:0.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 2 </td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--2440751041992530913, #minifreqtable-2440751041992530913" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--2440751041992530913 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2440751041992530913bottom--2440751041992530913overview aria-controls=-2440751041992530913bottom--2440751041992530913overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-2440751041992530913bottom--2440751041992530913string aria-controls=-2440751041992530913bottom--2440751041992530913string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-2440751041992530913bottom--2440751041992530913word aria-controls=-2440751041992530913bottom--2440751041992530913word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-2440751041992530913bottom--2440751041992530913characters aria-controls=-2440751041992530913bottom--2440751041992530913characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2440751041992530913bottom--2440751041992530913overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">0.998446</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1285</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">S</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">S</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">S</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">S</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">S</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2440751041992530913bottom--2440751041992530913string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S> S </td><td>894</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title=C> C </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=Q> Q </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr><tr class><td title></td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:20.146167</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(77.346296 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(155.857205 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(234.368114 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-34 x=95.410156 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(312.879024 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-36 x=95.410156 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(391.389933 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-38 x=95.410156 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(469.900842 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_7><g style="fill: #262626" transform="translate(44.5275 180.171011) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_8><g style="fill: #262626" transform="translate(31.8025 155.628222) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_9><g style="fill: #262626" transform="translate(31.8025 131.085432) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_10><g style="fill: #262626" transform="translate(31.8025 106.542643) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_11><g style="fill: #262626" transform="translate(31.8025 81.999854) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_12><g style="fill: #262626" transform="translate(25.44 57.457065) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_13><g style="fill: #262626" transform="translate(25.44 32.914275) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_14><g style="fill: #262626" transform="translate(19.152344 121.998552) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 176.371792 \n",
|
|
"L 277.295 176.371792 \n",
|
|
"L 277.295 176.126364 \n",
|
|
"L 81.017727 176.126364 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p28830a78b1) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 277.295 176.371792 \n",
|
|
"L 473.572273 176.371792 \n",
|
|
"L 473.572273 18.684371 \n",
|
|
"L 277.295 18.684371 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p28830a78b1) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 61.39 176.371792 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_7><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"" style="fill: none"/></g><g id=patch_8><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p28830a78b1><rect x=61.39 y=10.8 width=431.81 height=165.571792 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div><div class=row><div class=col-sm-12><h4 class=indent>Common Values (Plot)</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=405pt height=215.1954pt viewbox="0 0 405 215.1954" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:20.213836</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 215.1954 \n",
|
|
"L 405 215.1954 \n",
|
|
"L 405 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 7.2 108.84 \n",
|
|
"L 278.525874 108.84 \n",
|
|
"L 278.525874 16.44 \n",
|
|
"L 7.2 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p803c42fbca) style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_3><path d="M 278.525874 108.84 \n",
|
|
"L 360.166434 108.84 \n",
|
|
"L 360.166434 16.44 \n",
|
|
"L 278.525874 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p803c42fbca) style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 360.166434 108.84 \n",
|
|
"L 397.193007 108.84 \n",
|
|
"L 397.193007 16.44 \n",
|
|
"L 360.166434 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p803c42fbca) style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 397.193007 108.84 \n",
|
|
"L 397.8 108.84 \n",
|
|
"L 397.8 16.44 \n",
|
|
"L 397.193007 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p803c42fbca) style="fill: #d62728; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_1><g style="fill: #ffffff" transform="translate(117.884562 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-36 transform=scale(0.015625) d="M 2316 2303 \n",
|
|
"Q 2000 2303 1842 2098 \n",
|
|
"Q 1684 1894 1684 1484 \n",
|
|
"Q 1684 1075 1842 870 \n",
|
|
"Q 2000 666 2316 666 \n",
|
|
"Q 2634 666 2792 870 \n",
|
|
"Q 2950 1075 2950 1484 \n",
|
|
"Q 2950 1894 2792 2098 \n",
|
|
"Q 2634 2303 2316 2303 \n",
|
|
"z\n",
|
|
"M 3803 4544 \n",
|
|
"L 3803 3681 \n",
|
|
"Q 3506 3822 3243 3889 \n",
|
|
"Q 2981 3956 2731 3956 \n",
|
|
"Q 2194 3956 1894 3657 \n",
|
|
"Q 1594 3359 1544 2772 \n",
|
|
"Q 1750 2925 1990 3001 \n",
|
|
"Q 2231 3078 2516 3078 \n",
|
|
"Q 3231 3078 3670 2659 \n",
|
|
"Q 4109 2241 4109 1563 \n",
|
|
"Q 4109 813 3618 361 \n",
|
|
"Q 3128 -91 2303 -91 \n",
|
|
"Q 1394 -91 895 523 \n",
|
|
"Q 397 1138 397 2266 \n",
|
|
"Q 397 3422 980 4083 \n",
|
|
"Q 1563 4744 2578 4744 \n",
|
|
"Q 2900 4744 3203 4694 \n",
|
|
"Q 3506 4644 3803 4544 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-39 transform=scale(0.015625) d="M 641 103 \n",
|
|
"L 641 966 \n",
|
|
"Q 928 831 1190 764 \n",
|
|
"Q 1453 697 1709 697 \n",
|
|
"Q 2247 697 2547 995 \n",
|
|
"Q 2847 1294 2900 1881 \n",
|
|
"Q 2688 1725 2447 1647 \n",
|
|
"Q 2206 1569 1925 1569 \n",
|
|
"Q 1209 1569 770 1986 \n",
|
|
"Q 331 2403 331 3084 \n",
|
|
"Q 331 3838 820 4291 \n",
|
|
"Q 1309 4744 2131 4744 \n",
|
|
"Q 3044 4744 3544 4128 \n",
|
|
"Q 4044 3513 4044 2388 \n",
|
|
"Q 4044 1231 3459 570 \n",
|
|
"Q 2875 -91 1856 -91 \n",
|
|
"Q 1528 -91 1228 -42 \n",
|
|
"Q 928 6 641 103 \n",
|
|
"z\n",
|
|
"M 2125 2350 \n",
|
|
"Q 2441 2350 2600 2554 \n",
|
|
"Q 2759 2759 2759 3169 \n",
|
|
"Q 2759 3575 2600 3781 \n",
|
|
"Q 2441 3988 2125 3988 \n",
|
|
"Q 1809 3988 1650 3781 \n",
|
|
"Q 1491 3575 1491 3169 \n",
|
|
"Q 1491 2759 1650 2554 \n",
|
|
"Q 1809 2350 2125 2350 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-2e transform=scale(0.015625) d="M 653 1209 \n",
|
|
"L 1778 1209 \n",
|
|
"L 1778 0 \n",
|
|
"L 653 0 \n",
|
|
"L 653 1209 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-35 transform=scale(0.015625) d="M 678 4666 \n",
|
|
"L 3669 4666 \n",
|
|
"L 3669 3781 \n",
|
|
"L 1638 3781 \n",
|
|
"L 1638 3059 \n",
|
|
"Q 1775 3097 1914 3117 \n",
|
|
"Q 2053 3138 2203 3138 \n",
|
|
"Q 3056 3138 3531 2711 \n",
|
|
"Q 4006 2284 4006 1522 \n",
|
|
"Q 4006 766 3489 337 \n",
|
|
"Q 2972 -91 2053 -91 \n",
|
|
"Q 1656 -91 1267 -14 \n",
|
|
"Q 878 63 494 219 \n",
|
|
"L 494 1166 \n",
|
|
"Q 875 947 1217 837 \n",
|
|
"Q 1559 728 1863 728 \n",
|
|
"Q 2300 728 2551 942 \n",
|
|
"Q 2803 1156 2803 1522 \n",
|
|
"Q 2803 1891 2551 2103 \n",
|
|
"Q 2300 2316 1863 2316 \n",
|
|
"Q 1603 2316 1309 2248 \n",
|
|
"Q 1016 2181 678 2041 \n",
|
|
"L 678 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-25 transform=scale(0.015625) d="M 4959 1925 \n",
|
|
"Q 4738 1925 4616 1733 \n",
|
|
"Q 4494 1541 4494 1184 \n",
|
|
"Q 4494 825 4614 633 \n",
|
|
"Q 4734 441 4959 441 \n",
|
|
"Q 5184 441 5303 633 \n",
|
|
"Q 5422 825 5422 1184 \n",
|
|
"Q 5422 1541 5301 1733 \n",
|
|
"Q 5181 1925 4959 1925 \n",
|
|
"z\n",
|
|
"M 4959 2450 \n",
|
|
"Q 5541 2450 5875 2112 \n",
|
|
"Q 6209 1775 6209 1184 \n",
|
|
"Q 6209 594 5875 251 \n",
|
|
"Q 5541 -91 4959 -91 \n",
|
|
"Q 4378 -91 4042 251 \n",
|
|
"Q 3706 594 3706 1184 \n",
|
|
"Q 3706 1772 4042 2111 \n",
|
|
"Q 4378 2450 4959 2450 \n",
|
|
"z\n",
|
|
"M 2094 -91 \n",
|
|
"L 1403 -91 \n",
|
|
"L 4319 4750 \n",
|
|
"L 5013 4750 \n",
|
|
"L 2094 -91 \n",
|
|
"z\n",
|
|
"M 1453 4750 \n",
|
|
"Q 2034 4750 2367 4411 \n",
|
|
"Q 2700 4072 2700 3481 \n",
|
|
"Q 2700 2891 2367 2550 \n",
|
|
"Q 2034 2209 1453 2209 \n",
|
|
"Q 872 2209 539 2550 \n",
|
|
"Q 206 2891 206 3481 \n",
|
|
"Q 206 4072 539 4411 \n",
|
|
"Q 872 4750 1453 4750 \n",
|
|
"z\n",
|
|
"M 1453 4225 \n",
|
|
"Q 1228 4225 1106 4031 \n",
|
|
"Q 984 3838 984 3481 \n",
|
|
"Q 984 3122 1106 2926 \n",
|
|
"Q 1228 2731 1453 2731 \n",
|
|
"Q 1678 2731 1798 2926 \n",
|
|
"Q 1919 3122 1919 3481 \n",
|
|
"Q 1919 3838 1797 4031 \n",
|
|
"Q 1675 4225 1453 4225 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-36 /><use xlink:href=#DejaVuSans-Bold-39 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-35 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(121.252812 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-28 transform=scale(0.015625) d="M 2413 -844 \n",
|
|
"L 1484 -844 \n",
|
|
"Q 1006 -72 778 623 \n",
|
|
"Q 550 1319 550 2003 \n",
|
|
"Q 550 2688 779 3389 \n",
|
|
"Q 1009 4091 1484 4856 \n",
|
|
"L 2413 4856 \n",
|
|
"Q 2013 4116 1813 3408 \n",
|
|
"Q 1613 2700 1613 2009 \n",
|
|
"Q 1613 1319 1811 609 \n",
|
|
"Q 2009 -100 2413 -844 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-38 transform=scale(0.015625) d="M 2228 2088 \n",
|
|
"Q 1891 2088 1709 1903 \n",
|
|
"Q 1528 1719 1528 1375 \n",
|
|
"Q 1528 1031 1709 848 \n",
|
|
"Q 1891 666 2228 666 \n",
|
|
"Q 2563 666 2741 848 \n",
|
|
"Q 2919 1031 2919 1375 \n",
|
|
"Q 2919 1722 2741 1905 \n",
|
|
"Q 2563 2088 2228 2088 \n",
|
|
"z\n",
|
|
"M 1350 2484 \n",
|
|
"Q 925 2613 709 2878 \n",
|
|
"Q 494 3144 494 3541 \n",
|
|
"Q 494 4131 934 4440 \n",
|
|
"Q 1375 4750 2228 4750 \n",
|
|
"Q 3075 4750 3515 4442 \n",
|
|
"Q 3956 4134 3956 3541 \n",
|
|
"Q 3956 3144 3739 2878 \n",
|
|
"Q 3522 2613 3097 2484 \n",
|
|
"Q 3572 2353 3814 2058 \n",
|
|
"Q 4056 1763 4056 1313 \n",
|
|
"Q 4056 619 3595 264 \n",
|
|
"Q 3134 -91 2228 -91 \n",
|
|
"Q 1319 -91 855 264 \n",
|
|
"Q 391 619 391 1313 \n",
|
|
"Q 391 1763 633 2058 \n",
|
|
"Q 875 2353 1350 2484 \n",
|
|
"z\n",
|
|
"M 1631 3419 \n",
|
|
"Q 1631 3141 1786 2991 \n",
|
|
"Q 1941 2841 2228 2841 \n",
|
|
"Q 2509 2841 2662 2991 \n",
|
|
"Q 2816 3141 2816 3419 \n",
|
|
"Q 2816 3697 2662 3845 \n",
|
|
"Q 2509 3994 2228 3994 \n",
|
|
"Q 1941 3994 1786 3844 \n",
|
|
"Q 1631 3694 1631 3419 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-34 transform=scale(0.015625) d="M 2356 3675 \n",
|
|
"L 1038 1722 \n",
|
|
"L 2356 1722 \n",
|
|
"L 2356 3675 \n",
|
|
"z\n",
|
|
"M 2156 4666 \n",
|
|
"L 3494 4666 \n",
|
|
"L 3494 1722 \n",
|
|
"L 4159 1722 \n",
|
|
"L 4159 850 \n",
|
|
"L 3494 850 \n",
|
|
"L 3494 0 \n",
|
|
"L 2356 0 \n",
|
|
"L 2356 850 \n",
|
|
"L 288 850 \n",
|
|
"L 288 1881 \n",
|
|
"L 2156 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-29 transform=scale(0.015625) d="M 513 -844 \n",
|
|
"Q 913 -100 1113 609 \n",
|
|
"Q 1313 1319 1313 2009 \n",
|
|
"Q 1313 2700 1113 3408 \n",
|
|
"Q 913 4116 513 4856 \n",
|
|
"L 1441 4856 \n",
|
|
"Q 1916 4091 2145 3389 \n",
|
|
"Q 2375 2688 2375 2003 \n",
|
|
"Q 2375 1319 2147 623 \n",
|
|
"Q 1919 -72 1441 -844 \n",
|
|
"L 513 -844 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-38 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-39 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-34 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_2><g style="fill: #ffffff" transform="translate(294.367779 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-32 transform=scale(0.015625) d="M 1844 884 \n",
|
|
"L 3897 884 \n",
|
|
"L 3897 0 \n",
|
|
"L 506 0 \n",
|
|
"L 506 884 \n",
|
|
"L 2209 2388 \n",
|
|
"Q 2438 2594 2547 2791 \n",
|
|
"Q 2656 2988 2656 3200 \n",
|
|
"Q 2656 3528 2436 3728 \n",
|
|
"Q 2216 3928 1850 3928 \n",
|
|
"Q 1569 3928 1234 3808 \n",
|
|
"Q 900 3688 519 3450 \n",
|
|
"L 519 4475 \n",
|
|
"Q 925 4609 1322 4679 \n",
|
|
"Q 1719 4750 2100 4750 \n",
|
|
"Q 2938 4750 3402 4381 \n",
|
|
"Q 3866 4013 3866 3353 \n",
|
|
"Q 3866 2972 3669 2642 \n",
|
|
"Q 3472 2313 2841 1759 \n",
|
|
"L 1844 884 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-30 transform=scale(0.015625) d="M 2944 2338 \n",
|
|
"Q 2944 3213 2780 3570 \n",
|
|
"Q 2616 3928 2228 3928 \n",
|
|
"Q 1841 3928 1675 3570 \n",
|
|
"Q 1509 3213 1509 2338 \n",
|
|
"Q 1509 1453 1675 1090 \n",
|
|
"Q 1841 728 2228 728 \n",
|
|
"Q 2613 728 2778 1090 \n",
|
|
"Q 2944 1453 2944 2338 \n",
|
|
"z\n",
|
|
"M 4147 2328 \n",
|
|
"Q 4147 1169 3647 539 \n",
|
|
"Q 3147 -91 2228 -91 \n",
|
|
"Q 1306 -91 806 539 \n",
|
|
"Q 306 1169 306 2328 \n",
|
|
"Q 306 3491 806 4120 \n",
|
|
"Q 1306 4750 2228 4750 \n",
|
|
"Q 3147 4750 3647 4120 \n",
|
|
"Q 4147 3491 4147 2328 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-32 /><use xlink:href=#DejaVuSans-Bold-30 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-39 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(297.736029 74.675925) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-32 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-36 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-39 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_3><g style="fill: #ffffff" transform="translate(358.71097 58.551075) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-39 /><use xlink:href=#DejaVuSans-Bold-2e x=69.580078 /><use xlink:href=#DejaVuSans-Bold-35 x=107.568359 /><use xlink:href=#DejaVuSans-Bold-25 x=177.148438 /></g><g style="fill: #ffffff" transform="translate(357.069595 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-31 transform=scale(0.015625) d="M 750 831 \n",
|
|
"L 1813 831 \n",
|
|
"L 1813 3847 \n",
|
|
"L 722 3622 \n",
|
|
"L 722 4441 \n",
|
|
"L 1806 4666 \n",
|
|
"L 2950 4666 \n",
|
|
"L 2950 831 \n",
|
|
"L 4013 831 \n",
|
|
"L 4013 0 \n",
|
|
"L 750 0 \n",
|
|
"L 750 831 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-31 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-32 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-32 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=legend_1><g id=patch_6><path d="M 19.296 207.9954 \n",
|
|
"L 88.1946 207.9954 \n",
|
|
"Q 91.6506 207.9954 91.6506 204.5394 \n",
|
|
"L 91.6506 130.176 \n",
|
|
"Q 91.6506 126.72 88.1946 126.72 \n",
|
|
"L 19.296 126.72 \n",
|
|
"Q 15.84 126.72 15.84 130.176 \n",
|
|
"L 15.84 204.5394 \n",
|
|
"Q 15.84 207.9954 19.296 207.9954 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 22.752 146.7621 \n",
|
|
"L 57.312 146.7621 \n",
|
|
"L 57.312 134.6661 \n",
|
|
"L 22.752 134.6661 \n",
|
|
"z\n",
|
|
"" style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_4><g style="fill: #262626" transform="translate(71.136 146.7621) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-53 transform=scale(0.015625) d="M 3425 4513 \n",
|
|
"L 3425 3897 \n",
|
|
"Q 3066 4069 2747 4153 \n",
|
|
"Q 2428 4238 2131 4238 \n",
|
|
"Q 1616 4238 1336 4038 \n",
|
|
"Q 1056 3838 1056 3469 \n",
|
|
"Q 1056 3159 1242 3001 \n",
|
|
"Q 1428 2844 1947 2747 \n",
|
|
"L 2328 2669 \n",
|
|
"Q 3034 2534 3370 2195 \n",
|
|
"Q 3706 1856 3706 1288 \n",
|
|
"Q 3706 609 3251 259 \n",
|
|
"Q 2797 -91 1919 -91 \n",
|
|
"Q 1588 -91 1214 -16 \n",
|
|
"Q 841 59 441 206 \n",
|
|
"L 441 856 \n",
|
|
"Q 825 641 1194 531 \n",
|
|
"Q 1563 422 1919 422 \n",
|
|
"Q 2459 422 2753 634 \n",
|
|
"Q 3047 847 3047 1241 \n",
|
|
"Q 3047 1584 2836 1778 \n",
|
|
"Q 2625 1972 2144 2069 \n",
|
|
"L 1759 2144 \n",
|
|
"Q 1053 2284 737 2584 \n",
|
|
"Q 422 2884 422 3419 \n",
|
|
"Q 422 4038 858 4394 \n",
|
|
"Q 1294 4750 2059 4750 \n",
|
|
"Q 2388 4750 2728 4690 \n",
|
|
"Q 3069 4631 3425 4513 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-53 /></g></g><g id=patch_8><path d="M 22.752 172.1259 \n",
|
|
"L 57.312 172.1259 \n",
|
|
"L 57.312 160.0299 \n",
|
|
"L 22.752 160.0299 \n",
|
|
"z\n",
|
|
"" style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_5><g style="fill: #262626" transform="translate(71.136 172.1259) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-43 transform=scale(0.015625) d="M 4122 4306 \n",
|
|
"L 4122 3641 \n",
|
|
"Q 3803 3938 3442 4084 \n",
|
|
"Q 3081 4231 2675 4231 \n",
|
|
"Q 1875 4231 1450 3742 \n",
|
|
"Q 1025 3253 1025 2328 \n",
|
|
"Q 1025 1406 1450 917 \n",
|
|
"Q 1875 428 2675 428 \n",
|
|
"Q 3081 428 3442 575 \n",
|
|
"Q 3803 722 4122 1019 \n",
|
|
"L 4122 359 \n",
|
|
"Q 3791 134 3420 21 \n",
|
|
"Q 3050 -91 2638 -91 \n",
|
|
"Q 1578 -91 968 557 \n",
|
|
"Q 359 1206 359 2328 \n",
|
|
"Q 359 3453 968 4101 \n",
|
|
"Q 1578 4750 2638 4750 \n",
|
|
"Q 3056 4750 3426 4639 \n",
|
|
"Q 3797 4528 4122 4306 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-43 /></g></g><g id=patch_9><path d="M 22.752 197.4897 \n",
|
|
"L 57.312 197.4897 \n",
|
|
"L 57.312 185.3937 \n",
|
|
"L 22.752 185.3937 \n",
|
|
"z\n",
|
|
"" style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_6><g style="fill: #262626" transform="translate(71.136 197.4897) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-51 transform=scale(0.015625) d="M 2522 4238 \n",
|
|
"Q 1834 4238 1429 3725 \n",
|
|
"Q 1025 3213 1025 2328 \n",
|
|
"Q 1025 1447 1429 934 \n",
|
|
"Q 1834 422 2522 422 \n",
|
|
"Q 3209 422 3611 934 \n",
|
|
"Q 4013 1447 4013 2328 \n",
|
|
"Q 4013 3213 3611 3725 \n",
|
|
"Q 3209 4238 2522 4238 \n",
|
|
"z\n",
|
|
"M 3406 84 \n",
|
|
"L 4238 -825 \n",
|
|
"L 3475 -825 \n",
|
|
"L 2784 -78 \n",
|
|
"Q 2681 -84 2626 -87 \n",
|
|
"Q 2572 -91 2522 -91 \n",
|
|
"Q 1538 -91 948 567 \n",
|
|
"Q 359 1225 359 2328 \n",
|
|
"Q 359 3434 948 4092 \n",
|
|
"Q 1538 4750 2522 4750 \n",
|
|
"Q 3503 4750 4090 4092 \n",
|
|
"Q 4678 3434 4678 2328 \n",
|
|
"Q 4678 1516 4351 937 \n",
|
|
"Q 4025 359 3406 84 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-51 /></g></g></g></g></g><defs><clippath id=p803c42fbca><rect x=7.2 y=7.2 width=390.6 height=110.88 /></clippath></defs></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2440751041992530913bottom--2440751041992530913word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=s> s </td><td>894</td><td><div class=bar style=width:100.0%> 69.6% </div></td></tr><tr class><td title=c> c </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=q> q </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2440751041992530913bottom--2440751041992530913characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2440751041992530913unicode--2440751041992530913characters aria-controls=-2440751041992530913unicode--2440751041992530913characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-2440751041992530913unicode--2440751041992530913categories aria-controls=-2440751041992530913unicode--2440751041992530913categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-2440751041992530913unicode--2440751041992530913scripts aria-controls=-2440751041992530913unicode--2440751041992530913scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-2440751041992530913unicode--2440751041992530913blocks aria-controls=-2440751041992530913unicode--2440751041992530913blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2440751041992530913unicode--2440751041992530913characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S> S </td><td>894</td><td><div class=bar style=width:100.0%> 69.6% </div></td></tr><tr class><td title=C> C </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=Q> Q </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2440751041992530913unicode--2440751041992530913categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>1285</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S> S </td><td>894</td><td><div class=bar style=width:100.0%> 69.6% </div></td></tr><tr class><td title=C> C </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=Q> Q </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2440751041992530913unicode--2440751041992530913scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>1285</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S> S </td><td>894</td><td><div class=bar style=width:100.0%> 69.6% </div></td></tr><tr class><td title=C> C </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=Q> Q </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2440751041992530913unicode--2440751041992530913blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1285</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S> S </td><td>894</td><td><div class=bar style=width:100.0%> 69.6% </div></td></tr><tr class><td title=C> C </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=Q> Q </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-2102421549638720118></a><div class=variable><div class=col-sm-12><p class=h4 title=boat><a href=#pp_var_-2102421549638720118>boat</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">28</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">2.2%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%></th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 810&nbsp; </div></td></tr><tr class><th width=10%> 13 </th><td width=10%><div class=bar style=width:4.7% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 38 </td></tr><tr class><th width=10%> C </th><td width=10%><div class=bar style=width:4.7% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 38 </td></tr><tr class><th width=10%> 15 </th><td width=10%><div class=bar style=width:4.6% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 37 </td></tr><tr class><th width=10%> 14 </th><td width=10%><div class=bar style=width:4.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 33 </td></tr><tr class=other><th width=10%> Other values (23) </th><td width=10%><div class=bar style=width:40.9% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 331&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--2102421549638720118, #minifreqtable-2102421549638720118" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--2102421549638720118 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2102421549638720118bottom--2102421549638720118overview aria-controls=-2102421549638720118bottom--2102421549638720118overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-2102421549638720118bottom--2102421549638720118string aria-controls=-2102421549638720118bottom--2102421549638720118string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-2102421549638720118bottom--2102421549638720118word aria-controls=-2102421549638720118bottom--2102421549638720118word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-2102421549638720118bottom--2102421549638720118characters aria-controls=-2102421549638720118bottom--2102421549638720118characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2102421549638720118bottom--2102421549638720118overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">7</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">0.54856255</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">706</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">15</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">3 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">4 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.3%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap"></td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap"></td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap"></td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2102421549638720118bottom--2102421549638720118string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title></td><td>810</td><td><div class=bar style=width:100.0%> 62.9% </div></td></tr><tr class><td title=13> 13 </td><td>38</td><td><div class=bar style=width:4.7%> &nbsp; </div> 3.0% </td></tr><tr class><td title=C> C </td><td>38</td><td><div class=bar style=width:4.7%> &nbsp; </div> 3.0% </td></tr><tr class><td title=15> 15 </td><td>37</td><td><div class=bar style=width:4.6%> &nbsp; </div> 2.9% </td></tr><tr class><td title=14> 14 </td><td>33</td><td><div class=bar style=width:4.1%> &nbsp; </div> 2.6% </td></tr><tr class><td title=4> 4 </td><td>31</td><td><div class=bar style=width:3.8%> &nbsp; </div> 2.4% </td></tr><tr class><td title=10> 10 </td><td>28</td><td><div class=bar style=width:3.5%> &nbsp; </div> 2.2% </td></tr><tr class><td title=5> 5 </td><td>27</td><td><div class=bar style=width:3.3%> &nbsp; </div> 2.1% </td></tr><tr class><td title=3> 3 </td><td>26</td><td><div class=bar style=width:3.2%> &nbsp; </div> 2.0% </td></tr><tr class><td title=11> 11 </td><td>24</td><td><div class=bar style=width:3.0%> &nbsp; </div> 1.9% </td></tr><tr class=other><td title="Other values (18)"> Other values (18) </td><td>195</td><td><div class=bar style=width:24.1%> &nbsp; </div> 15.2% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:20.288530</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 55.09 183.053951 \n",
|
|
"L 493.2 183.053951 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 55.09 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(74.70578 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(131.603183 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(188.500585 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(245.397988 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(302.295391 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(359.192793 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(416.090196 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(472.987598 203.425825) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_9><g style="fill: #262626" transform="translate(38.2275 186.85317) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_10><g style="fill: #262626" transform="translate(25.5025 146.346656) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_11><g style="fill: #262626" transform="translate(25.5025 105.840142) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_12><g style="fill: #262626" transform="translate(25.5025 65.333628) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_13><g style="fill: #262626" transform="translate(25.5025 24.827114) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=text_14><g style="fill: #262626" transform="translate(19.214844 125.339632) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 75.004091 183.053951 \n",
|
|
"L 131.901494 183.053951 \n",
|
|
"L 131.901494 19.002569 \n",
|
|
"L 75.004091 19.002569 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p38ac50392e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 131.901494 183.053951 \n",
|
|
"L 188.798896 183.053951 \n",
|
|
"L 188.798896 128.57269 \n",
|
|
"L 131.901494 128.57269 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p38ac50392e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 188.798896 183.053951 \n",
|
|
"L 245.696299 183.053951 \n",
|
|
"L 245.696299 142.952502 \n",
|
|
"L 188.798896 142.952502 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p38ac50392e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 245.696299 183.053951 \n",
|
|
"L 302.593701 183.053951 \n",
|
|
"L 302.593701 182.041288 \n",
|
|
"L 245.696299 182.041288 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p38ac50392e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 302.593701 183.053951 \n",
|
|
"L 359.491104 183.053951 \n",
|
|
"L 359.491104 182.851419 \n",
|
|
"L 302.593701 182.851419 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p38ac50392e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 359.491104 183.053951 \n",
|
|
"L 416.388506 183.053951 \n",
|
|
"L 416.388506 182.446354 \n",
|
|
"L 359.491104 182.446354 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p38ac50392e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 416.388506 183.053951 \n",
|
|
"L 473.285909 183.053951 \n",
|
|
"L 473.285909 182.851419 \n",
|
|
"L 416.388506 182.851419 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p38ac50392e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 55.09 183.053951 \n",
|
|
"L 55.09 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_11><path d="M 493.2 183.053951 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_12><path d="M 55.09 183.053951 \n",
|
|
"L 493.2 183.053951 \n",
|
|
"" style="fill: none"/></g><g id=patch_13><path d="M 55.09 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p38ac50392e><rect x=55.09 y=10.8 width=438.11 height=172.253951 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2102421549638720118bottom--2102421549638720118word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=13> 13 </td><td>41</td><td><div class=bar style=width:24.4%> &nbsp; </div> 8.4% </td></tr><tr class><td title=15> 15 </td><td>41</td><td><div class=bar style=width:24.4%> &nbsp; </div> 8.4% </td></tr><tr class><td title=c> c </td><td>40</td><td><div class=bar style=width:23.8%> &nbsp; </div> 8.2% </td></tr><tr class><td title=14> 14 </td><td>33</td><td><div class=bar style=width:19.6%> &nbsp; </div> 6.8% </td></tr><tr class><td title=4> 4 </td><td>31</td><td><div class=bar style=width:18.5%> &nbsp; </div> 6.4% </td></tr><tr class><td title=5> 5 </td><td>30</td><td><div class=bar style=width:17.9%> &nbsp; </div> 6.1% </td></tr><tr class><td title=10> 10 </td><td>29</td><td><div class=bar style=width:17.3%> &nbsp; </div> 5.9% </td></tr><tr class><td title=3> 3 </td><td>26</td><td><div class=bar style=width:15.5%> &nbsp; </div> 5.3% </td></tr><tr class><td title=7> 7 </td><td>25</td><td><div class=bar style=width:14.9%> &nbsp; </div> 5.1% </td></tr><tr class><td title=8> 8 </td><td>24</td><td><div class=bar style=width:14.3%> &nbsp; </div> 4.9% </td></tr><tr class=other><td title="Other values (10)"> Other values (10) </td><td>168</td><td><div class=bar style=width:100.0%> 34.4% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2102421549638720118bottom--2102421549638720118characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2102421549638720118unicode--2102421549638720118characters aria-controls=-2102421549638720118unicode--2102421549638720118characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-2102421549638720118unicode--2102421549638720118categories aria-controls=-2102421549638720118unicode--2102421549638720118categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-2102421549638720118unicode--2102421549638720118scripts aria-controls=-2102421549638720118unicode--2102421549638720118scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-2102421549638720118unicode--2102421549638720118blocks aria-controls=-2102421549638720118unicode--2102421549638720118blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2102421549638720118unicode--2102421549638720118characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>236</td><td><div class=bar style=width:100.0%> 33.4% </div></td></tr><tr class><td title=5> 5 </td><td>71</td><td><div class=bar style=width:30.1%> &nbsp; </div> 10.1% </td></tr><tr class><td title=3> 3 </td><td>67</td><td><div class=bar style=width:28.4%> &nbsp; </div> 9.5% </td></tr><tr class><td title=4> 4 </td><td>64</td><td><div class=bar style=width:27.1%> &nbsp; </div> 9.1% </td></tr><tr class><td title=6> 6 </td><td>42</td><td><div class=bar style=width:17.8%> &nbsp; </div> 5.9% </td></tr><tr class><td title=C> C </td><td>40</td><td><div class=bar style=width:16.9%> &nbsp; </div> 5.7% </td></tr><tr class><td title=2> 2 </td><td>30</td><td><div class=bar style=width:12.7%> &nbsp; </div> 4.2% </td></tr><tr class><td title=0> 0 </td><td>29</td><td><div class=bar style=width:12.3%> &nbsp; </div> 4.1% </td></tr><tr class><td title=7> 7 </td><td>25</td><td><div class=bar style=width:10.6%> &nbsp; </div> 3.5% </td></tr><tr class><td title=9> 9 </td><td>24</td><td><div class=bar style=width:10.2%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (5)"> Other values (5) </td><td>78</td><td><div class=bar style=width:33.1%> &nbsp; </div> 11.0% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2102421549638720118unicode--2102421549638720118categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>612</td><td><div class=bar style=width:100.0%> 86.7% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>83</td><td><div class=bar style=width:13.6%> &nbsp; </div> 11.8% </td></tr><tr class><td title="Space Separator"> Space Separator </td><td>11</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.6% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>236</td><td><div class=bar style=width:100.0%> 38.6% </div></td></tr><tr class><td title=5> 5 </td><td>71</td><td><div class=bar style=width:30.1%> &nbsp; </div> 11.6% </td></tr><tr class><td title=3> 3 </td><td>67</td><td><div class=bar style=width:28.4%> &nbsp; </div> 10.9% </td></tr><tr class><td title=4> 4 </td><td>64</td><td><div class=bar style=width:27.1%> &nbsp; </div> 10.5% </td></tr><tr class><td title=6> 6 </td><td>42</td><td><div class=bar style=width:17.8%> &nbsp; </div> 6.9% </td></tr><tr class><td title=2> 2 </td><td>30</td><td><div class=bar style=width:12.7%> &nbsp; </div> 4.9% </td></tr><tr class><td title=0> 0 </td><td>29</td><td><div class=bar style=width:12.3%> &nbsp; </div> 4.7% </td></tr><tr class><td title=7> 7 </td><td>25</td><td><div class=bar style=width:10.6%> &nbsp; </div> 4.1% </td></tr><tr class><td title=9> 9 </td><td>24</td><td><div class=bar style=width:10.2%> &nbsp; </div> 3.9% </td></tr><tr class><td title=8> 8 </td><td>24</td><td><div class=bar style=width:10.2%> &nbsp; </div> 3.9% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>40</td><td><div class=bar style=width:100.0%> 48.2% </div></td></tr><tr class><td title=D> D </td><td>22</td><td><div class=bar style=width:55.0%> 26.5% </div></td></tr><tr class><td title=A> A </td><td>11</td><td><div class=bar style=width:27.5%> &nbsp; </div> 13.3% </td></tr><tr class><td title=B> B </td><td>10</td><td><div class=bar style=width:25.0%> &nbsp; </div> 12.0% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>11</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2102421549638720118unicode--2102421549638720118scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>623</td><td><div class=bar style=width:100.0%> 88.2% </div></td></tr><tr class><td title=Latin> Latin </td><td>83</td><td><div class=bar style=width:13.3%> &nbsp; </div> 11.8% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>236</td><td><div class=bar style=width:100.0%> 37.9% </div></td></tr><tr class><td title=5> 5 </td><td>71</td><td><div class=bar style=width:30.1%> &nbsp; </div> 11.4% </td></tr><tr class><td title=3> 3 </td><td>67</td><td><div class=bar style=width:28.4%> &nbsp; </div> 10.8% </td></tr><tr class><td title=4> 4 </td><td>64</td><td><div class=bar style=width:27.1%> &nbsp; </div> 10.3% </td></tr><tr class><td title=6> 6 </td><td>42</td><td><div class=bar style=width:17.8%> &nbsp; </div> 6.7% </td></tr><tr class><td title=2> 2 </td><td>30</td><td><div class=bar style=width:12.7%> &nbsp; </div> 4.8% </td></tr><tr class><td title=0> 0 </td><td>29</td><td><div class=bar style=width:12.3%> &nbsp; </div> 4.7% </td></tr><tr class><td title=7> 7 </td><td>25</td><td><div class=bar style=width:10.6%> &nbsp; </div> 4.0% </td></tr><tr class><td title=9> 9 </td><td>24</td><td><div class=bar style=width:10.2%> &nbsp; </div> 3.9% </td></tr><tr class><td title=8> 8 </td><td>24</td><td><div class=bar style=width:10.2%> &nbsp; </div> 3.9% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>40</td><td><div class=bar style=width:100.0%> 48.2% </div></td></tr><tr class><td title=D> D </td><td>22</td><td><div class=bar style=width:55.0%> 26.5% </div></td></tr><tr class><td title=A> A </td><td>11</td><td><div class=bar style=width:27.5%> &nbsp; </div> 13.3% </td></tr><tr class><td title=B> B </td><td>10</td><td><div class=bar style=width:25.0%> &nbsp; </div> 12.0% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2102421549638720118unicode--2102421549638720118blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>706</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>236</td><td><div class=bar style=width:100.0%> 33.4% </div></td></tr><tr class><td title=5> 5 </td><td>71</td><td><div class=bar style=width:30.1%> &nbsp; </div> 10.1% </td></tr><tr class><td title=3> 3 </td><td>67</td><td><div class=bar style=width:28.4%> &nbsp; </div> 9.5% </td></tr><tr class><td title=4> 4 </td><td>64</td><td><div class=bar style=width:27.1%> &nbsp; </div> 9.1% </td></tr><tr class><td title=6> 6 </td><td>42</td><td><div class=bar style=width:17.8%> &nbsp; </div> 5.9% </td></tr><tr class><td title=C> C </td><td>40</td><td><div class=bar style=width:16.9%> &nbsp; </div> 5.7% </td></tr><tr class><td title=2> 2 </td><td>30</td><td><div class=bar style=width:12.7%> &nbsp; </div> 4.2% </td></tr><tr class><td title=0> 0 </td><td>29</td><td><div class=bar style=width:12.3%> &nbsp; </div> 4.1% </td></tr><tr class><td title=7> 7 </td><td>25</td><td><div class=bar style=width:10.6%> &nbsp; </div> 3.5% </td></tr><tr class><td title=9> 9 </td><td>24</td><td><div class=bar style=width:10.2%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (5)"> Other values (5) </td><td>78</td><td><div class=bar style=width:33.1%> &nbsp; </div> 11.0% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_4291022688031548623></a><div class=variable><div class=col-sm-12><p class=h4 title=body><a href=#pp_var_4291022688031548623>body</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">120</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">9.3%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:20.442705</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p83af2495ed)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image7badaf3446 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p83af2495ed><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-4291022688031548623, #minifreqtable4291022688031548623" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-4291022688031548623 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4291022688031548623bottom-4291022688031548623overview aria-controls=4291022688031548623bottom-4291022688031548623overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#4291022688031548623bottom-4291022688031548623word aria-controls=4291022688031548623bottom-4291022688031548623word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#4291022688031548623bottom-4291022688031548623characters aria-controls=4291022688031548623bottom-4291022688031548623characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4291022688031548623bottom-4291022688031548623overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">0.24475524</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">315</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">10</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">119 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">9.2%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap"></td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap"></td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap"></td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">135</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap"></td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4291022688031548623bottom-4291022688031548623word><div class=col-sm-6><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=135> 135 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=232> 232 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=22> 22 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=124> 124 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=148> 148 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=208> 208 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=172> 172 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=269> 269 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=62> 62 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=133> 133 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class=other><td title="Other values (109)"> Other values (109) </td><td>109</td><td><div class=bar style=width:100.0%> 91.6% </div></td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:20.692304</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p1c960c8a32)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image7e00f28f6f x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p1c960c8a32><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4291022688031548623bottom-4291022688031548623characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4291022688031548623unicode-4291022688031548623characters aria-controls=4291022688031548623unicode-4291022688031548623characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#4291022688031548623unicode-4291022688031548623categories aria-controls=4291022688031548623unicode-4291022688031548623categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#4291022688031548623unicode-4291022688031548623scripts aria-controls=4291022688031548623unicode-4291022688031548623scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#4291022688031548623unicode-4291022688031548623blocks aria-controls=4291022688031548623unicode-4291022688031548623blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4291022688031548623unicode-4291022688031548623characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>60</td><td><div class=bar style=width:100.0%> 19.0% </div></td></tr><tr class><td title=2> 2 </td><td>53</td><td><div class=bar style=width:88.3%> 16.8% </div></td></tr><tr class><td title=3> 3 </td><td>32</td><td><div class=bar style=width:53.3%> 10.2% </div></td></tr><tr class><td title=9> 9 </td><td>28</td><td><div class=bar style=width:46.7%> 8.9% </div></td></tr><tr class><td title=5> 5 </td><td>26</td><td><div class=bar style=width:43.3%> 8.3% </div></td></tr><tr class><td title=7> 7 </td><td>26</td><td><div class=bar style=width:43.3%> 8.3% </div></td></tr><tr class><td title=6> 6 </td><td>25</td><td><div class=bar style=width:41.7%> 7.9% </div></td></tr><tr class><td title=8> 8 </td><td>23</td><td><div class=bar style=width:38.3%> &nbsp; </div> 7.3% </td></tr><tr class><td title=0> 0 </td><td>23</td><td><div class=bar style=width:38.3%> &nbsp; </div> 7.3% </td></tr><tr class><td title=4> 4 </td><td>19</td><td><div class=bar style=width:31.7%> &nbsp; </div> 6.0% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4291022688031548623unicode-4291022688031548623categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>315</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>60</td><td><div class=bar style=width:100.0%> 19.0% </div></td></tr><tr class><td title=2> 2 </td><td>53</td><td><div class=bar style=width:88.3%> 16.8% </div></td></tr><tr class><td title=3> 3 </td><td>32</td><td><div class=bar style=width:53.3%> 10.2% </div></td></tr><tr class><td title=9> 9 </td><td>28</td><td><div class=bar style=width:46.7%> 8.9% </div></td></tr><tr class><td title=5> 5 </td><td>26</td><td><div class=bar style=width:43.3%> 8.3% </div></td></tr><tr class><td title=7> 7 </td><td>26</td><td><div class=bar style=width:43.3%> 8.3% </div></td></tr><tr class><td title=6> 6 </td><td>25</td><td><div class=bar style=width:41.7%> 7.9% </div></td></tr><tr class><td title=8> 8 </td><td>23</td><td><div class=bar style=width:38.3%> &nbsp; </div> 7.3% </td></tr><tr class><td title=0> 0 </td><td>23</td><td><div class=bar style=width:38.3%> &nbsp; </div> 7.3% </td></tr><tr class><td title=4> 4 </td><td>19</td><td><div class=bar style=width:31.7%> &nbsp; </div> 6.0% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4291022688031548623unicode-4291022688031548623scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>315</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>60</td><td><div class=bar style=width:100.0%> 19.0% </div></td></tr><tr class><td title=2> 2 </td><td>53</td><td><div class=bar style=width:88.3%> 16.8% </div></td></tr><tr class><td title=3> 3 </td><td>32</td><td><div class=bar style=width:53.3%> 10.2% </div></td></tr><tr class><td title=9> 9 </td><td>28</td><td><div class=bar style=width:46.7%> 8.9% </div></td></tr><tr class><td title=5> 5 </td><td>26</td><td><div class=bar style=width:43.3%> 8.3% </div></td></tr><tr class><td title=7> 7 </td><td>26</td><td><div class=bar style=width:43.3%> 8.3% </div></td></tr><tr class><td title=6> 6 </td><td>25</td><td><div class=bar style=width:41.7%> 7.9% </div></td></tr><tr class><td title=8> 8 </td><td>23</td><td><div class=bar style=width:38.3%> &nbsp; </div> 7.3% </td></tr><tr class><td title=0> 0 </td><td>23</td><td><div class=bar style=width:38.3%> &nbsp; </div> 7.3% </td></tr><tr class><td title=4> 4 </td><td>19</td><td><div class=bar style=width:31.7%> &nbsp; </div> 6.0% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4291022688031548623unicode-4291022688031548623blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>315</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>60</td><td><div class=bar style=width:100.0%> 19.0% </div></td></tr><tr class><td title=2> 2 </td><td>53</td><td><div class=bar style=width:88.3%> 16.8% </div></td></tr><tr class><td title=3> 3 </td><td>32</td><td><div class=bar style=width:53.3%> 10.2% </div></td></tr><tr class><td title=9> 9 </td><td>28</td><td><div class=bar style=width:46.7%> 8.9% </div></td></tr><tr class><td title=5> 5 </td><td>26</td><td><div class=bar style=width:43.3%> 8.3% </div></td></tr><tr class><td title=7> 7 </td><td>26</td><td><div class=bar style=width:43.3%> 8.3% </div></td></tr><tr class><td title=6> 6 </td><td>25</td><td><div class=bar style=width:41.7%> 7.9% </div></td></tr><tr class><td title=8> 8 </td><td>23</td><td><div class=bar style=width:38.3%> &nbsp; </div> 7.3% </td></tr><tr class><td title=0> 0 </td><td>23</td><td><div class=bar style=width:38.3%> &nbsp; </div> 7.3% </td></tr><tr class><td title=4> 4 </td><td>19</td><td><div class=bar style=width:31.7%> &nbsp; </div> 6.0% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_4625112029527984156></a><div class=variable><div class=col-sm-12><p class=h4 title=city1><a href=#pp_var_4625112029527984156>city1</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">278</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">21.6%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:20.832575</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#pcb39ea2e89)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image1f6675a7c0 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=pcb39ea2e89><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-4625112029527984156, #minifreqtable4625112029527984156" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-4625112029527984156 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4625112029527984156bottom-4625112029527984156overview aria-controls=4625112029527984156bottom-4625112029527984156overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#4625112029527984156bottom-4625112029527984156word aria-controls=4625112029527984156bottom-4625112029527984156word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#4625112029527984156bottom-4625112029527984156characters aria-controls=4625112029527984156bottom-4625112029527984156characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4625112029527984156bottom-4625112029527984156overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">22</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">21</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">4.7731158</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">6143</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">54</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">5 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">154 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">12.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">St Louis</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">Montreal</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">Montreal</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">Montreal</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">Montreal</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4625112029527984156bottom-4625112029527984156word><div class=col-sm-6><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=new> new </td><td>90</td><td><div class=bar style=width:14.8%> &nbsp; </div> 9.7% </td></tr><tr class><td title=york> york </td><td>85</td><td><div class=bar style=width:14.0%> &nbsp; </div> 9.2% </td></tr><tr class><td title=london> london </td><td>28</td><td><div class=bar style=width:4.6%> &nbsp; </div> 3.0% </td></tr><tr class><td title=sweden> sweden </td><td>18</td><td><div class=bar style=width:3.0%> &nbsp; </div> 1.9% </td></tr><tr class><td title=st> st </td><td>18</td><td><div class=bar style=width:3.0%> &nbsp; </div> 1.9% </td></tr><tr class><td title=paris> paris </td><td>17</td><td><div class=bar style=width:2.8%> &nbsp; </div> 1.8% </td></tr><tr class><td title=winnipeg> winnipeg </td><td>16</td><td><div class=bar style=width:2.6%> &nbsp; </div> 1.7% </td></tr><tr class><td title=cornwall> cornwall </td><td>16</td><td><div class=bar style=width:2.6%> &nbsp; </div> 1.7% </td></tr><tr class><td title=montreal> montreal </td><td>15</td><td><div class=bar style=width:2.5%> &nbsp; </div> 1.6% </td></tr><tr class><td title=chicago> chicago </td><td>14</td><td><div class=bar style=width:2.3%> &nbsp; </div> 1.5% </td></tr><tr class=other><td title="Other values (288)"> Other values (288) </td><td>609</td><td><div class=bar style=width:100.0%> 65.8% </div></td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:21.054661</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p97d906aac3)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image1f6df324ba x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p97d906aac3><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4625112029527984156bottom-4625112029527984156characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4625112029527984156unicode-4625112029527984156characters aria-controls=4625112029527984156unicode-4625112029527984156characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#4625112029527984156unicode-4625112029527984156categories aria-controls=4625112029527984156unicode-4625112029527984156categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#4625112029527984156unicode-4625112029527984156scripts aria-controls=4625112029527984156unicode-4625112029527984156scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#4625112029527984156unicode-4625112029527984156blocks aria-controls=4625112029527984156unicode-4625112029527984156blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4625112029527984156unicode-4625112029527984156characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=o> o </td><td>584</td><td><div class=bar style=width:25.2%> &nbsp; </div> 9.5% </td></tr><tr class><td title=e> e </td><td>546</td><td><div class=bar style=width:23.5%> &nbsp; </div> 8.9% </td></tr><tr class><td title=r> r </td><td>476</td><td><div class=bar style=width:20.5%> &nbsp; </div> 7.7% </td></tr><tr class><td title=n> n </td><td>469</td><td><div class=bar style=width:20.2%> &nbsp; </div> 7.6% </td></tr><tr class><td title=a> a </td><td>387</td><td><div class=bar style=width:16.7%> &nbsp; </div> 6.3% </td></tr><tr class><td title=i> i </td><td>321</td><td><div class=bar style=width:13.8%> &nbsp; </div> 5.2% </td></tr><tr class><td title=t> t </td><td>295</td><td><div class=bar style=width:12.7%> &nbsp; </div> 4.8% </td></tr><tr class><td title=l> l </td><td>273</td><td><div class=bar style=width:11.8%> &nbsp; </div> 4.4% </td></tr><tr class><td title=" "></td><td>266</td><td><div class=bar style=width:11.5%> &nbsp; </div> 4.3% </td></tr><tr class><td title=s> s </td><td>206</td><td><div class=bar style=width:8.9%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (44)"> Other values (44) </td><td>2320</td><td><div class=bar style=width:100.0%> 37.8% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4625112029527984156unicode-4625112029527984156categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>4924</td><td><div class=bar style=width:100.0%> 80.2% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>934</td><td><div class=bar style=width:19.0%> &nbsp; </div> 15.2% </td></tr><tr class><td title="Space Separator"> Space Separator </td><td>266</td><td><div class=bar style=width:5.4%> &nbsp; </div> 4.3% </td></tr><tr class><td title="Dash Punctuation"> Dash Punctuation </td><td>17</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.3% </td></tr><tr class><td title="Other Punctuation"> Other Punctuation </td><td>2</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=o> o </td><td>584</td><td><div class=bar style=width:49.6%> 11.9% </div></td></tr><tr class><td title=e> e </td><td>546</td><td><div class=bar style=width:46.4%> 11.1% </div></td></tr><tr class><td title=r> r </td><td>476</td><td><div class=bar style=width:40.4%> 9.7% </div></td></tr><tr class><td title=n> n </td><td>469</td><td><div class=bar style=width:39.8%> &nbsp; </div> 9.5% </td></tr><tr class><td title=a> a </td><td>387</td><td><div class=bar style=width:32.9%> &nbsp; </div> 7.9% </td></tr><tr class><td title=i> i </td><td>321</td><td><div class=bar style=width:27.3%> &nbsp; </div> 6.5% </td></tr><tr class><td title=t> t </td><td>295</td><td><div class=bar style=width:25.1%> &nbsp; </div> 6.0% </td></tr><tr class><td title=l> l </td><td>273</td><td><div class=bar style=width:23.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=s> s </td><td>206</td><td><div class=bar style=width:17.5%> &nbsp; </div> 4.2% </td></tr><tr class><td title=w> w </td><td>190</td><td><div class=bar style=width:16.1%> &nbsp; </div> 3.9% </td></tr><tr class=other><td title="Other values (15)"> Other values (15) </td><td>1177</td><td><div class=bar style=width:100.0%> 23.9% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=N> N </td><td>101</td><td><div class=bar style=width:44.5%> 10.8% </div></td></tr><tr class><td title=S> S </td><td>99</td><td><div class=bar style=width:43.6%> 10.6% </div></td></tr><tr class><td title=Y> Y </td><td>91</td><td><div class=bar style=width:40.1%> 9.7% </div></td></tr><tr class><td title=B> B </td><td>80</td><td><div class=bar style=width:35.2%> &nbsp; </div> 8.6% </td></tr><tr class><td title=L> L </td><td>64</td><td><div class=bar style=width:28.2%> &nbsp; </div> 6.9% </td></tr><tr class><td title=C> C </td><td>62</td><td><div class=bar style=width:27.3%> &nbsp; </div> 6.6% </td></tr><tr class><td title=W> W </td><td>61</td><td><div class=bar style=width:26.9%> &nbsp; </div> 6.5% </td></tr><tr class><td title=P> P </td><td>55</td><td><div class=bar style=width:24.2%> &nbsp; </div> 5.9% </td></tr><tr class><td title=M> M </td><td>50</td><td><div class=bar style=width:22.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=H> H </td><td>44</td><td><div class=bar style=width:19.4%> &nbsp; </div> 4.7% </td></tr><tr class=other><td title="Other values (15)"> Other values (15) </td><td>227</td><td><div class=bar style=width:100.0%> 24.3% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="'"> &#39; </td><td>1</td><td><div class=bar style=width:100.0%> 50.0% </div></td></tr><tr class><td title=?> ? </td><td>1</td><td><div class=bar style=width:100.0%> 50.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>266</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Dash Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=-> - </td><td>17</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4625112029527984156unicode-4625112029527984156scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>5858</td><td><div class=bar style=width:100.0%> 95.4% </div></td></tr><tr class><td title=Common> Common </td><td>285</td><td><div class=bar style=width:4.9%> &nbsp; </div> 4.6% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=o> o </td><td>584</td><td><div class=bar style=width:27.7%> &nbsp; </div> 10.0% </td></tr><tr class><td title=e> e </td><td>546</td><td><div class=bar style=width:25.9%> &nbsp; </div> 9.3% </td></tr><tr class><td title=r> r </td><td>476</td><td><div class=bar style=width:22.5%> &nbsp; </div> 8.1% </td></tr><tr class><td title=n> n </td><td>469</td><td><div class=bar style=width:22.2%> &nbsp; </div> 8.0% </td></tr><tr class><td title=a> a </td><td>387</td><td><div class=bar style=width:18.3%> &nbsp; </div> 6.6% </td></tr><tr class><td title=i> i </td><td>321</td><td><div class=bar style=width:15.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=t> t </td><td>295</td><td><div class=bar style=width:14.0%> &nbsp; </div> 5.0% </td></tr><tr class><td title=l> l </td><td>273</td><td><div class=bar style=width:12.9%> &nbsp; </div> 4.7% </td></tr><tr class><td title=s> s </td><td>206</td><td><div class=bar style=width:9.8%> &nbsp; </div> 3.5% </td></tr><tr class><td title=w> w </td><td>190</td><td><div class=bar style=width:9.0%> &nbsp; </div> 3.2% </td></tr><tr class=other><td title="Other values (40)"> Other values (40) </td><td>2111</td><td><div class=bar style=width:100.0%> 36.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>266</td><td><div class=bar style=width:100.0%> 93.3% </div></td></tr><tr class><td title=-> - </td><td>17</td><td><div class=bar style=width:6.4%> &nbsp; </div> 6.0% </td></tr><tr class><td title="'"> &#39; </td><td>1</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.4% </td></tr><tr class><td title=?> ? </td><td>1</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.4% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4625112029527984156unicode-4625112029527984156blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>6143</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=o> o </td><td>584</td><td><div class=bar style=width:25.2%> &nbsp; </div> 9.5% </td></tr><tr class><td title=e> e </td><td>546</td><td><div class=bar style=width:23.5%> &nbsp; </div> 8.9% </td></tr><tr class><td title=r> r </td><td>476</td><td><div class=bar style=width:20.5%> &nbsp; </div> 7.7% </td></tr><tr class><td title=n> n </td><td>469</td><td><div class=bar style=width:20.2%> &nbsp; </div> 7.6% </td></tr><tr class><td title=a> a </td><td>387</td><td><div class=bar style=width:16.7%> &nbsp; </div> 6.3% </td></tr><tr class><td title=i> i </td><td>321</td><td><div class=bar style=width:13.8%> &nbsp; </div> 5.2% </td></tr><tr class><td title=t> t </td><td>295</td><td><div class=bar style=width:12.7%> &nbsp; </div> 4.8% </td></tr><tr class><td title=l> l </td><td>273</td><td><div class=bar style=width:11.8%> &nbsp; </div> 4.4% </td></tr><tr class><td title=" "></td><td>266</td><td><div class=bar style=width:11.5%> &nbsp; </div> 4.3% </td></tr><tr class><td title=s> s </td><td>206</td><td><div class=bar style=width:8.9%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (44)"> Other values (44) </td><td>2320</td><td><div class=bar style=width:100.0%> 37.8% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_3612887877415564534></a><div class=variable><div class=col-sm-12><p class=h4 title=state1><a href=#pp_var_3612887877415564534>state1</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">143</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">11.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:21.225888</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p0e271d692f)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image72104d7117 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p0e271d692f><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-3612887877415564534, #minifreqtable3612887877415564534" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-3612887877415564534 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3612887877415564534bottom-3612887877415564534overview aria-controls=3612887877415564534bottom-3612887877415564534overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#3612887877415564534bottom-3612887877415564534word aria-controls=3612887877415564534bottom-3612887877415564534word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#3612887877415564534bottom-3612887877415564534characters aria-controls=3612887877415564534bottom-3612887877415564534characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3612887877415564534bottom-3612887877415564534overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">34</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">33</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">3.1662782</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">4075</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">52</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">5 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">80 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">6.2%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">MO</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">PQ</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">PQ</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">PQ</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">PQ</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3612887877415564534bottom-3612887877415564534word><div class=col-sm-6><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ny> ny </td><td>151</td><td><div class=bar style=width:36.1%> &nbsp; </div> 17.1% </td></tr><tr class><td title=england> england </td><td>126</td><td><div class=bar style=width:30.1%> &nbsp; </div> 14.3% </td></tr><tr class><td title=ma> ma </td><td>34</td><td><div class=bar style=width:8.1%> &nbsp; </div> 3.9% </td></tr><tr class><td title=pa> pa </td><td>33</td><td><div class=bar style=width:7.9%> &nbsp; </div> 3.7% </td></tr><tr class><td title=il> il </td><td>23</td><td><div class=bar style=width:5.5%> &nbsp; </div> 2.6% </td></tr><tr class><td title=sweden> sweden </td><td>20</td><td><div class=bar style=width:4.8%> &nbsp; </div> 2.3% </td></tr><tr class><td title=mn> mn </td><td>20</td><td><div class=bar style=width:4.8%> &nbsp; </div> 2.3% </td></tr><tr class><td title=france> france </td><td>20</td><td><div class=bar style=width:4.8%> &nbsp; </div> 2.3% </td></tr><tr class><td title=york> york </td><td>19</td><td><div class=bar style=width:4.5%> &nbsp; </div> 2.2% </td></tr><tr class><td title=new> new </td><td>19</td><td><div class=bar style=width:4.5%> &nbsp; </div> 2.2% </td></tr><tr class=other><td title="Other values (130)"> Other values (130) </td><td>418</td><td><div class=bar style=width:100.0%> 47.3% </div></td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:21.493435</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#pd03be70eee)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=imagecdbfb1ac81 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=pd03be70eee><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3612887877415564534bottom-3612887877415564534characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3612887877415564534unicode-3612887877415564534characters aria-controls=3612887877415564534unicode-3612887877415564534characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#3612887877415564534unicode-3612887877415564534categories aria-controls=3612887877415564534unicode-3612887877415564534categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#3612887877415564534unicode-3612887877415564534scripts aria-controls=3612887877415564534unicode-3612887877415564534scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#3612887877415564534unicode-3612887877415564534blocks aria-controls=3612887877415564534unicode-3612887877415564534blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3612887877415564534unicode-3612887877415564534characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>442</td><td><div class=bar style=width:25.9%> &nbsp; </div> 10.8% </td></tr><tr class><td title=a> a </td><td>320</td><td><div class=bar style=width:18.8%> &nbsp; </div> 7.9% </td></tr><tr class><td title=N> N </td><td>254</td><td><div class=bar style=width:14.9%> &nbsp; </div> 6.2% </td></tr><tr class><td title=l> l </td><td>235</td><td><div class=bar style=width:13.8%> &nbsp; </div> 5.8% </td></tr><tr class><td title=d> d </td><td>221</td><td><div class=bar style=width:13.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=" "></td><td>218</td><td><div class=bar style=width:12.8%> &nbsp; </div> 5.3% </td></tr><tr class><td title=e> e </td><td>196</td><td><div class=bar style=width:11.5%> &nbsp; </div> 4.8% </td></tr><tr class><td title=Y> Y </td><td>173</td><td><div class=bar style=width:10.1%> &nbsp; </div> 4.2% </td></tr><tr class><td title=r> r </td><td>156</td><td><div class=bar style=width:9.1%> &nbsp; </div> 3.8% </td></tr><tr class><td title=g> g </td><td>155</td><td><div class=bar style=width:9.1%> &nbsp; </div> 3.8% </td></tr><tr class=other><td title="Other values (42)"> Other values (42) </td><td>1705</td><td><div class=bar style=width:100.0%> 41.8% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3612887877415564534unicode-3612887877415564534categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>2441</td><td><div class=bar style=width:100.0%> 59.9% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>1318</td><td><div class=bar style=width:54.0%> 32.3% </div></td></tr><tr class><td title="Space Separator"> Space Separator </td><td>218</td><td><div class=bar style=width:8.9%> &nbsp; </div> 5.3% </td></tr><tr class><td title="Other Punctuation"> Other Punctuation </td><td>97</td><td><div class=bar style=width:4.0%> &nbsp; </div> 2.4% </td></tr><tr class><td title="Dash Punctuation"> Dash Punctuation </td><td>1</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=N> N </td><td>254</td><td><div class=bar style=width:100.0%> 19.3% </div></td></tr><tr class><td title=Y> Y </td><td>173</td><td><div class=bar style=width:68.1%> 13.1% </div></td></tr><tr class><td title=E> E </td><td>139</td><td><div class=bar style=width:54.7%> 10.5% </div></td></tr><tr class><td title=A> A </td><td>99</td><td><div class=bar style=width:39.0%> &nbsp; </div> 7.5% </td></tr><tr class><td title=M> M </td><td>90</td><td><div class=bar style=width:35.4%> &nbsp; </div> 6.8% </td></tr><tr class><td title=I> I </td><td>81</td><td><div class=bar style=width:31.9%> &nbsp; </div> 6.1% </td></tr><tr class><td title=S> S </td><td>69</td><td><div class=bar style=width:27.2%> &nbsp; </div> 5.2% </td></tr><tr class><td title=C> C </td><td>60</td><td><div class=bar style=width:23.6%> &nbsp; </div> 4.6% </td></tr><tr class><td title=P> P </td><td>59</td><td><div class=bar style=width:23.2%> &nbsp; </div> 4.5% </td></tr><tr class><td title=F> F </td><td>41</td><td><div class=bar style=width:16.1%> &nbsp; </div> 3.1% </td></tr><tr class=other><td title="Other values (15)"> Other values (15) </td><td>253</td><td><div class=bar style=width:99.6%> 19.2% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>442</td><td><div class=bar style=width:100.0%> 18.1% </div></td></tr><tr class><td title=a> a </td><td>320</td><td><div class=bar style=width:72.4%> 13.1% </div></td></tr><tr class><td title=l> l </td><td>235</td><td><div class=bar style=width:53.2%> 9.6% </div></td></tr><tr class><td title=d> d </td><td>221</td><td><div class=bar style=width:50.0%> 9.1% </div></td></tr><tr class><td title=e> e </td><td>196</td><td><div class=bar style=width:44.3%> 8.0% </div></td></tr><tr class><td title=r> r </td><td>156</td><td><div class=bar style=width:35.3%> &nbsp; </div> 6.4% </td></tr><tr class><td title=g> g </td><td>155</td><td><div class=bar style=width:35.1%> &nbsp; </div> 6.3% </td></tr><tr class><td title=o> o </td><td>132</td><td><div class=bar style=width:29.9%> &nbsp; </div> 5.4% </td></tr><tr class><td title=i> i </td><td>103</td><td><div class=bar style=width:23.3%> &nbsp; </div> 4.2% </td></tr><tr class><td title=s> s </td><td>78</td><td><div class=bar style=width:17.6%> &nbsp; </div> 3.2% </td></tr><tr class=other><td title="Other values (14)"> Other values (14) </td><td>403</td><td><div class=bar style=width:91.2%> 16.5% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>218</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=,> , </td><td>97</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Dash Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=-> - </td><td>1</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3612887877415564534unicode-3612887877415564534scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>3759</td><td><div class=bar style=width:100.0%> 92.2% </div></td></tr><tr class><td title=Common> Common </td><td>316</td><td><div class=bar style=width:8.4%> &nbsp; </div> 7.8% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>442</td><td><div class=bar style=width:30.1%> &nbsp; </div> 11.8% </td></tr><tr class><td title=a> a </td><td>320</td><td><div class=bar style=width:21.8%> &nbsp; </div> 8.5% </td></tr><tr class><td title=N> N </td><td>254</td><td><div class=bar style=width:17.3%> &nbsp; </div> 6.8% </td></tr><tr class><td title=l> l </td><td>235</td><td><div class=bar style=width:16.0%> &nbsp; </div> 6.3% </td></tr><tr class><td title=d> d </td><td>221</td><td><div class=bar style=width:15.1%> &nbsp; </div> 5.9% </td></tr><tr class><td title=e> e </td><td>196</td><td><div class=bar style=width:13.4%> &nbsp; </div> 5.2% </td></tr><tr class><td title=Y> Y </td><td>173</td><td><div class=bar style=width:11.8%> &nbsp; </div> 4.6% </td></tr><tr class><td title=r> r </td><td>156</td><td><div class=bar style=width:10.6%> &nbsp; </div> 4.2% </td></tr><tr class><td title=g> g </td><td>155</td><td><div class=bar style=width:10.6%> &nbsp; </div> 4.1% </td></tr><tr class><td title=E> E </td><td>139</td><td><div class=bar style=width:9.5%> &nbsp; </div> 3.7% </td></tr><tr class=other><td title="Other values (39)"> Other values (39) </td><td>1468</td><td><div class=bar style=width:100.0%> 39.1% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>218</td><td><div class=bar style=width:100.0%> 69.0% </div></td></tr><tr class><td title=,> , </td><td>97</td><td><div class=bar style=width:44.5%> 30.7% </div></td></tr><tr class><td title=-> - </td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.3% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3612887877415564534unicode-3612887877415564534blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>4075</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>442</td><td><div class=bar style=width:25.9%> &nbsp; </div> 10.8% </td></tr><tr class><td title=a> a </td><td>320</td><td><div class=bar style=width:18.8%> &nbsp; </div> 7.9% </td></tr><tr class><td title=N> N </td><td>254</td><td><div class=bar style=width:14.9%> &nbsp; </div> 6.2% </td></tr><tr class><td title=l> l </td><td>235</td><td><div class=bar style=width:13.8%> &nbsp; </div> 5.8% </td></tr><tr class><td title=d> d </td><td>221</td><td><div class=bar style=width:13.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=" "></td><td>218</td><td><div class=bar style=width:12.8%> &nbsp; </div> 5.3% </td></tr><tr class><td title=e> e </td><td>196</td><td><div class=bar style=width:11.5%> &nbsp; </div> 4.8% </td></tr><tr class><td title=Y> Y </td><td>173</td><td><div class=bar style=width:10.1%> &nbsp; </div> 4.2% </td></tr><tr class><td title=r> r </td><td>156</td><td><div class=bar style=width:9.1%> &nbsp; </div> 3.8% </td></tr><tr class><td title=g> g </td><td>155</td><td><div class=bar style=width:9.1%> &nbsp; </div> 3.8% </td></tr><tr class=other><td title="Other values (42)"> Other values (42) </td><td>1705</td><td><div class=bar style=width:100.0%> 41.8% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-6873359189222617303></a><div class=variable><div class=col-sm-12><p class=h4 title=city2><a href=#pp_var_-6873359189222617303>city2</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">69</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">5.4%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:21.637248</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#pe581e56869)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=imagefa7ea01f41 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=pe581e56869><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--6873359189222617303, #minifreqtable-6873359189222617303" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--6873359189222617303 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-6873359189222617303bottom--6873359189222617303overview aria-controls=-6873359189222617303bottom--6873359189222617303overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-6873359189222617303bottom--6873359189222617303word aria-controls=-6873359189222617303bottom--6873359189222617303word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-6873359189222617303bottom--6873359189222617303characters aria-controls=-6873359189222617303bottom--6873359189222617303characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-6873359189222617303bottom--6873359189222617303overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">16</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">1.0528361</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1355</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">46</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">3 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">29 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">2.3%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap"></td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">Chesterville</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">Chesterville</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">Chesterville</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">Chesterville</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6873359189222617303bottom--6873359189222617303word><div class=col-sm-6><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=new> new </td><td>14</td><td><div class=bar style=width:11.1%> &nbsp; </div> 7.1% </td></tr><tr class><td title=akron> akron </td><td>11</td><td><div class=bar style=width:8.7%> &nbsp; </div> 5.6% </td></tr><tr class><td title=york> york </td><td>10</td><td><div class=bar style=width:7.9%> &nbsp; </div> 5.1% </td></tr><tr class><td title=montreal> montreal </td><td>9</td><td><div class=bar style=width:7.1%> &nbsp; </div> 4.6% </td></tr><tr class><td title=detroit> detroit </td><td>5</td><td><div class=bar style=width:4.0%> &nbsp; </div> 2.6% </td></tr><tr class><td title=cooperstown> cooperstown </td><td>5</td><td><div class=bar style=width:4.0%> &nbsp; </div> 2.6% </td></tr><tr class><td title=winnipeg> winnipeg </td><td>4</td><td><div class=bar style=width:3.2%> &nbsp; </div> 2.0% </td></tr><tr class><td title=bernardsville> bernardsville </td><td>4</td><td><div class=bar style=width:3.2%> &nbsp; </div> 2.0% </td></tr><tr class><td title=elizabeth> elizabeth </td><td>4</td><td><div class=bar style=width:3.2%> &nbsp; </div> 2.0% </td></tr><tr class><td title=havana> havana </td><td>4</td><td><div class=bar style=width:3.2%> &nbsp; </div> 2.0% </td></tr><tr class=other><td title="Other values (71)"> Other values (71) </td><td>126</td><td><div class=bar style=width:100.0%> 64.3% </div></td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:21.866664</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 432 288 \n",
|
|
"L 432 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g clip-path=url(#p7c306e8263)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=image54782e8e44 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p7c306e8263><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6873359189222617303bottom--6873359189222617303characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-6873359189222617303unicode--6873359189222617303characters aria-controls=-6873359189222617303unicode--6873359189222617303characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-6873359189222617303unicode--6873359189222617303categories aria-controls=-6873359189222617303unicode--6873359189222617303categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-6873359189222617303unicode--6873359189222617303scripts aria-controls=-6873359189222617303unicode--6873359189222617303scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-6873359189222617303unicode--6873359189222617303blocks aria-controls=-6873359189222617303unicode--6873359189222617303blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-6873359189222617303unicode--6873359189222617303characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>138</td><td><div class=bar style=width:30.0%> &nbsp; </div> 10.2% </td></tr><tr class><td title=a> a </td><td>126</td><td><div class=bar style=width:27.4%> &nbsp; </div> 9.3% </td></tr><tr class><td title=o> o </td><td>119</td><td><div class=bar style=width:25.9%> &nbsp; </div> 8.8% </td></tr><tr class><td title=n> n </td><td>111</td><td><div class=bar style=width:24.1%> &nbsp; </div> 8.2% </td></tr><tr class><td title=r> r </td><td>105</td><td><div class=bar style=width:22.8%> &nbsp; </div> 7.7% </td></tr><tr class><td title=t> t </td><td>90</td><td><div class=bar style=width:19.6%> &nbsp; </div> 6.6% </td></tr><tr class><td title=l> l </td><td>71</td><td><div class=bar style=width:15.4%> &nbsp; </div> 5.2% </td></tr><tr class><td title=i> i </td><td>62</td><td><div class=bar style=width:13.5%> &nbsp; </div> 4.6% </td></tr><tr class><td title=" "></td><td>39</td><td><div class=bar style=width:8.5%> &nbsp; </div> 2.9% </td></tr><tr class><td title=s> s </td><td>34</td><td><div class=bar style=width:7.4%> &nbsp; </div> 2.5% </td></tr><tr class=other><td title="Other values (36)"> Other values (36) </td><td>460</td><td><div class=bar style=width:100.0%> 33.9% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6873359189222617303unicode--6873359189222617303categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>1118</td><td><div class=bar style=width:100.0%> 82.5% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>198</td><td><div class=bar style=width:17.7%> &nbsp; </div> 14.6% </td></tr><tr class><td title="Space Separator"> Space Separator </td><td>39</td><td><div class=bar style=width:3.5%> &nbsp; </div> 2.9% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>138</td><td><div class=bar style=width:60.5%> 12.3% </div></td></tr><tr class><td title=a> a </td><td>126</td><td><div class=bar style=width:55.3%> 11.3% </div></td></tr><tr class><td title=o> o </td><td>119</td><td><div class=bar style=width:52.2%> 10.6% </div></td></tr><tr class><td title=n> n </td><td>111</td><td><div class=bar style=width:48.7%> 9.9% </div></td></tr><tr class><td title=r> r </td><td>105</td><td><div class=bar style=width:46.1%> 9.4% </div></td></tr><tr class><td title=t> t </td><td>90</td><td><div class=bar style=width:39.5%> &nbsp; </div> 8.1% </td></tr><tr class><td title=l> l </td><td>71</td><td><div class=bar style=width:31.1%> &nbsp; </div> 6.4% </td></tr><tr class><td title=i> i </td><td>62</td><td><div class=bar style=width:27.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=s> s </td><td>34</td><td><div class=bar style=width:14.9%> &nbsp; </div> 3.0% </td></tr><tr class><td title=k> k </td><td>34</td><td><div class=bar style=width:14.9%> &nbsp; </div> 3.0% </td></tr><tr class=other><td title="Other values (14)"> Other values (14) </td><td>228</td><td><div class=bar style=width:100.0%> 20.4% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C> C </td><td>28</td><td><div class=bar style=width:63.6%> 14.1% </div></td></tr><tr class><td title=N> N </td><td>19</td><td><div class=bar style=width:43.2%> 9.6% </div></td></tr><tr class><td title=B> B </td><td>19</td><td><div class=bar style=width:43.2%> 9.6% </div></td></tr><tr class><td title=H> H </td><td>16</td><td><div class=bar style=width:36.4%> &nbsp; </div> 8.1% </td></tr><tr class><td title=S> S </td><td>15</td><td><div class=bar style=width:34.1%> &nbsp; </div> 7.6% </td></tr><tr class><td title=A> A </td><td>14</td><td><div class=bar style=width:31.8%> &nbsp; </div> 7.1% </td></tr><tr class><td title=M> M </td><td>13</td><td><div class=bar style=width:29.5%> &nbsp; </div> 6.6% </td></tr><tr class><td title=R> R </td><td>12</td><td><div class=bar style=width:27.3%> &nbsp; </div> 6.1% </td></tr><tr class><td title=Y> Y </td><td>10</td><td><div class=bar style=width:22.7%> &nbsp; </div> 5.1% </td></tr><tr class><td title=P> P </td><td>8</td><td><div class=bar style=width:18.2%> &nbsp; </div> 4.0% </td></tr><tr class=other><td title="Other values (11)"> Other values (11) </td><td>44</td><td><div class=bar style=width:100.0%> 22.2% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>39</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6873359189222617303unicode--6873359189222617303scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>1316</td><td><div class=bar style=width:100.0%> 97.1% </div></td></tr><tr class><td title=Common> Common </td><td>39</td><td><div class=bar style=width:3.0%> &nbsp; </div> 2.9% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>138</td><td><div class=bar style=width:32.4%> &nbsp; </div> 10.5% </td></tr><tr class><td title=a> a </td><td>126</td><td><div class=bar style=width:29.6%> &nbsp; </div> 9.6% </td></tr><tr class><td title=o> o </td><td>119</td><td><div class=bar style=width:27.9%> &nbsp; </div> 9.0% </td></tr><tr class><td title=n> n </td><td>111</td><td><div class=bar style=width:26.1%> &nbsp; </div> 8.4% </td></tr><tr class><td title=r> r </td><td>105</td><td><div class=bar style=width:24.6%> &nbsp; </div> 8.0% </td></tr><tr class><td title=t> t </td><td>90</td><td><div class=bar style=width:21.1%> &nbsp; </div> 6.8% </td></tr><tr class><td title=l> l </td><td>71</td><td><div class=bar style=width:16.7%> &nbsp; </div> 5.4% </td></tr><tr class><td title=i> i </td><td>62</td><td><div class=bar style=width:14.6%> &nbsp; </div> 4.7% </td></tr><tr class><td title=s> s </td><td>34</td><td><div class=bar style=width:8.0%> &nbsp; </div> 2.6% </td></tr><tr class><td title=k> k </td><td>34</td><td><div class=bar style=width:8.0%> &nbsp; </div> 2.6% </td></tr><tr class=other><td title="Other values (35)"> Other values (35) </td><td>426</td><td><div class=bar style=width:100.0%> 32.4% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>39</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6873359189222617303unicode--6873359189222617303blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1355</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>138</td><td><div class=bar style=width:30.0%> &nbsp; </div> 10.2% </td></tr><tr class><td title=a> a </td><td>126</td><td><div class=bar style=width:27.4%> &nbsp; </div> 9.3% </td></tr><tr class><td title=o> o </td><td>119</td><td><div class=bar style=width:25.9%> &nbsp; </div> 8.8% </td></tr><tr class><td title=n> n </td><td>111</td><td><div class=bar style=width:24.1%> &nbsp; </div> 8.2% </td></tr><tr class><td title=r> r </td><td>105</td><td><div class=bar style=width:22.8%> &nbsp; </div> 7.7% </td></tr><tr class><td title=t> t </td><td>90</td><td><div class=bar style=width:19.6%> &nbsp; </div> 6.6% </td></tr><tr class><td title=l> l </td><td>71</td><td><div class=bar style=width:15.4%> &nbsp; </div> 5.2% </td></tr><tr class><td title=i> i </td><td>62</td><td><div class=bar style=width:13.5%> &nbsp; </div> 4.6% </td></tr><tr class><td title=" "></td><td>39</td><td><div class=bar style=width:8.5%> &nbsp; </div> 2.9% </td></tr><tr class><td title=s> s </td><td>34</td><td><div class=bar style=width:7.4%> &nbsp; </div> 2.5% </td></tr><tr class=other><td title="Other values (36)"> Other values (36) </td><td>460</td><td><div class=bar style=width:100.0%> 33.9% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_4122088763120328302></a><div class=variable><div class=col-sm-12><p class=h4 title=state2><a href=#pp_var_4122088763120328302>state2</a><br><small>Categorical</small></p><p><code>IMBALANCE</code>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">34</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">2.6%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%></th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 1130&nbsp; </div></td></tr><tr class><th width=10%> NY </th><td width=10%><div class=bar style=width:2.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 23 </td></tr><tr class><th width=10%> NJ </th><td width=10%><div class=bar style=width:1.5% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 17 </td></tr><tr class><th width=10%> MI </th><td width=10%><div class=bar style=width:1.5% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 17 </td></tr><tr class><th width=10%> OH </th><td width=10%><div class=bar style=width:1.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 13 </td></tr><tr class=other><th width=10%> Other values (29) </th><td width=10%><div class=bar style=width:7.7% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 87 </td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-4122088763120328302, #minifreqtable4122088763120328302" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-4122088763120328302 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4122088763120328302bottom-4122088763120328302overview aria-controls=4122088763120328302bottom-4122088763120328302overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#4122088763120328302bottom-4122088763120328302string aria-controls=4122088763120328302bottom-4122088763120328302string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#4122088763120328302bottom-4122088763120328302word aria-controls=4122088763120328302bottom-4122088763120328302word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#4122088763120328302bottom-4122088763120328302characters aria-controls=4122088763120328302bottom-4122088763120328302characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4122088763120328302bottom-4122088763120328302overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">255</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">1.4755245</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1899</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">59</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">6 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">12 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.9%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap"></td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">ON </td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">ON </td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">ON </td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">ON </td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4122088763120328302bottom-4122088763120328302string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="\r",
|
|
""></td><td>1130</td><td><div class=bar style=width:100.0%> 87.8% </div></td></tr><tr class><td title="NY\r",
|
|
""> NY </td><td>23</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.8% </td></tr><tr class><td title="NJ\r",
|
|
""> NJ </td><td>17</td><td><div class=bar style=width:1.5%> &nbsp; </div> 1.3% </td></tr><tr class><td title="MI\r",
|
|
""> MI </td><td>17</td><td><div class=bar style=width:1.5%> &nbsp; </div> 1.3% </td></tr><tr class><td title="OH\r",
|
|
""> OH </td><td>13</td><td><div class=bar style=width:1.2%> &nbsp; </div> 1.0% </td></tr><tr class><td title="IL\r",
|
|
""> IL </td><td>9</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.7% </td></tr><tr class><td title="PQ\r",
|
|
""> PQ </td><td>9</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.7% </td></tr><tr class><td title="CT\r",
|
|
""> CT </td><td>8</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title="MB\r",
|
|
""> MB </td><td>7</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title="PA\r",
|
|
""> PA </td><td>5</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.4% </td></tr><tr class=other><td title="Other values (24)"> Other values (24) </td><td>49</td><td><div class=bar style=width:4.3%> &nbsp; </div> 3.8% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:21.962387</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 174.144406 \n",
|
|
"L 493.2 174.144406 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(79.173926 194.516279) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(154.19896 199.015246) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(229.223993 203.514213) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(306.49851 203.514213) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-35 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(383.773027 203.514213) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(461.047543 203.514213) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-35 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_7><g style="fill: #262626" transform="translate(44.5275 177.943625) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_8><g style="fill: #262626" transform="translate(31.8025 153.74983) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_9><g style="fill: #262626" transform="translate(31.8025 129.556035) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_10><g style="fill: #262626" transform="translate(31.8025 105.36224) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_11><g style="fill: #262626" transform="translate(31.8025 81.168445) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_12><g style="fill: #262626" transform="translate(25.44 56.97465) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_13><g style="fill: #262626" transform="translate(25.44 32.780856) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_14><g style="fill: #262626" transform="translate(19.152344 120.884859) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 174.144406 \n",
|
|
"L 130.087045 174.144406 \n",
|
|
"L 130.087045 18.578305 \n",
|
|
"L 81.017727 18.578305 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa12308a944) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 130.087045 174.144406 \n",
|
|
"L 179.156364 174.144406 \n",
|
|
"L 179.156364 174.144406 \n",
|
|
"L 130.087045 174.144406 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa12308a944) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 179.156364 174.144406 \n",
|
|
"L 228.225682 174.144406 \n",
|
|
"L 228.225682 174.144406 \n",
|
|
"L 179.156364 174.144406 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa12308a944) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 228.225682 174.144406 \n",
|
|
"L 277.295 174.144406 \n",
|
|
"L 277.295 174.144406 \n",
|
|
"L 228.225682 174.144406 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa12308a944) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 277.295 174.144406 \n",
|
|
"L 326.364318 174.144406 \n",
|
|
"L 326.364318 174.144406 \n",
|
|
"L 277.295 174.144406 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa12308a944) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 326.364318 174.144406 \n",
|
|
"L 375.433636 174.144406 \n",
|
|
"L 375.433636 174.144406 \n",
|
|
"L 326.364318 174.144406 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa12308a944) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 375.433636 174.144406 \n",
|
|
"L 424.502955 174.144406 \n",
|
|
"L 424.502955 174.144406 \n",
|
|
"L 375.433636 174.144406 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa12308a944) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 424.502955 174.144406 \n",
|
|
"L 473.572273 174.144406 \n",
|
|
"L 473.572273 174.023437 \n",
|
|
"L 424.502955 174.023437 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa12308a944) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 61.39 174.144406 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_12><path d="M 493.2 174.144406 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_13><path d="M 61.39 174.144406 \n",
|
|
"L 493.2 174.144406 \n",
|
|
"" style="fill: none"/></g><g id=patch_14><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pa12308a944><rect x=61.39 y=10.8 width=431.81 height=163.344406 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4122088763120328302bottom-4122088763120328302word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ny> ny </td><td>23</td><td><div class=bar style=width:44.2%> 13.9% </div></td></tr><tr class><td title=mi> mi </td><td>17</td><td><div class=bar style=width:32.7%> &nbsp; </div> 10.3% </td></tr><tr class><td title=nj> nj </td><td>17</td><td><div class=bar style=width:32.7%> &nbsp; </div> 10.3% </td></tr><tr class><td title=oh> oh </td><td>13</td><td><div class=bar style=width:25.0%> &nbsp; </div> 7.9% </td></tr><tr class><td title=il> il </td><td>9</td><td><div class=bar style=width:17.3%> &nbsp; </div> 5.5% </td></tr><tr class><td title=pq> pq </td><td>9</td><td><div class=bar style=width:17.3%> &nbsp; </div> 5.5% </td></tr><tr class><td title=ct> ct </td><td>8</td><td><div class=bar style=width:15.4%> &nbsp; </div> 4.8% </td></tr><tr class><td title=mb> mb </td><td>7</td><td><div class=bar style=width:13.5%> &nbsp; </div> 4.2% </td></tr><tr class><td title=pa> pa </td><td>5</td><td><div class=bar style=width:9.6%> &nbsp; </div> 3.0% </td></tr><tr class><td title=ca> ca </td><td>5</td><td><div class=bar style=width:9.6%> &nbsp; </div> 3.0% </td></tr><tr class=other><td title="Other values (30)"> Other values (30) </td><td>52</td><td><div class=bar style=width:100.0%> 31.5% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4122088763120328302bottom-4122088763120328302characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4122088763120328302unicode-4122088763120328302characters aria-controls=4122088763120328302unicode-4122088763120328302characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#4122088763120328302unicode-4122088763120328302categories aria-controls=4122088763120328302unicode-4122088763120328302categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#4122088763120328302unicode-4122088763120328302scripts aria-controls=4122088763120328302unicode-4122088763120328302scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#4122088763120328302unicode-4122088763120328302blocks aria-controls=4122088763120328302unicode-4122088763120328302blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4122088763120328302unicode-4122088763120328302characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="\r",
|
|
""></td><td>1289</td><td><div class=bar style=width:100.0%> 67.9% </div></td></tr><tr class><td title=,> , </td><td>56</td><td><div class=bar style=width:4.3%> &nbsp; </div> 2.9% </td></tr><tr class><td title=N> N </td><td>45</td><td><div class=bar style=width:3.5%> &nbsp; </div> 2.4% </td></tr><tr class><td title=I> I </td><td>34</td><td><div class=bar style=width:2.6%> &nbsp; </div> 1.8% </td></tr><tr class><td title=M> M </td><td>30</td><td><div class=bar style=width:2.3%> &nbsp; </div> 1.6% </td></tr><tr class><td title=O> O </td><td>25</td><td><div class=bar style=width:1.9%> &nbsp; </div> 1.3% </td></tr><tr class><td title=C> C </td><td>24</td><td><div class=bar style=width:1.9%> &nbsp; </div> 1.3% </td></tr><tr class><td title=Y> Y </td><td>23</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.2% </td></tr><tr class><td title=0> 0 </td><td>23</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.2% </td></tr><tr class><td title=a> a </td><td>21</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.1% </td></tr><tr class=other><td title="Other values (49)"> Other values (49) </td><td>329</td><td><div class=bar style=width:25.5%> &nbsp; </div> 17.3% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4122088763120328302unicode-4122088763120328302categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Control> Control </td><td>1292</td><td><div class=bar style=width:100.0%> 68.0% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>325</td><td><div class=bar style=width:25.2%> &nbsp; </div> 17.1% </td></tr><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>152</td><td><div class=bar style=width:11.8%> &nbsp; </div> 8.0% </td></tr><tr class><td title="Decimal Number"> Decimal Number </td><td>63</td><td><div class=bar style=width:4.9%> &nbsp; </div> 3.3% </td></tr><tr class><td title="Other Punctuation"> Other Punctuation </td><td>62</td><td><div class=bar style=width:4.8%> &nbsp; </div> 3.3% </td></tr><tr class><td title="Space Separator"> Space Separator </td><td>5</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=N> N </td><td>45</td><td><div class=bar style=width:58.4%> 13.8% </div></td></tr><tr class><td title=I> I </td><td>34</td><td><div class=bar style=width:44.2%> 10.5% </div></td></tr><tr class><td title=M> M </td><td>30</td><td><div class=bar style=width:39.0%> &nbsp; </div> 9.2% </td></tr><tr class><td title=O> O </td><td>25</td><td><div class=bar style=width:32.5%> &nbsp; </div> 7.7% </td></tr><tr class><td title=C> C </td><td>24</td><td><div class=bar style=width:31.2%> &nbsp; </div> 7.4% </td></tr><tr class><td title=Y> Y </td><td>23</td><td><div class=bar style=width:29.9%> &nbsp; </div> 7.1% </td></tr><tr class><td title=A> A </td><td>20</td><td><div class=bar style=width:26.0%> &nbsp; </div> 6.2% </td></tr><tr class><td title=J> J </td><td>17</td><td><div class=bar style=width:22.1%> &nbsp; </div> 5.2% </td></tr><tr class><td title=H> H </td><td>15</td><td><div class=bar style=width:19.5%> &nbsp; </div> 4.6% </td></tr><tr class><td title=P> P </td><td>15</td><td><div class=bar style=width:19.5%> &nbsp; </div> 4.6% </td></tr><tr class=other><td title="Other values (13)"> Other values (13) </td><td>77</td><td><div class=bar style=width:100.0%> 23.7% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=a> a </td><td>21</td><td><div class=bar style=width:53.8%> 13.8% </div></td></tr><tr class><td title=i> i </td><td>15</td><td><div class=bar style=width:38.5%> &nbsp; </div> 9.9% </td></tr><tr class><td title=l> l </td><td>12</td><td><div class=bar style=width:30.8%> &nbsp; </div> 7.9% </td></tr><tr class><td title=e> e </td><td>12</td><td><div class=bar style=width:30.8%> &nbsp; </div> 7.9% </td></tr><tr class><td title=n> n </td><td>12</td><td><div class=bar style=width:30.8%> &nbsp; </div> 7.9% </td></tr><tr class><td title=r> r </td><td>11</td><td><div class=bar style=width:28.2%> &nbsp; </div> 7.2% </td></tr><tr class><td title=u> u </td><td>9</td><td><div class=bar style=width:23.1%> &nbsp; </div> 5.9% </td></tr><tr class><td title=o> o </td><td>8</td><td><div class=bar style=width:20.5%> &nbsp; </div> 5.3% </td></tr><tr class><td title=g> g </td><td>7</td><td><div class=bar style=width:17.9%> &nbsp; </div> 4.6% </td></tr><tr class><td title=t> t </td><td>6</td><td><div class=bar style=width:15.4%> &nbsp; </div> 3.9% </td></tr><tr class=other><td title="Other values (11)"> Other values (11) </td><td>39</td><td><div class=bar style=width:100.0%> 25.7% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>23</td><td><div class=bar style=width:100.0%> 36.5% </div></td></tr><tr class><td title=5> 5 </td><td>10</td><td><div class=bar style=width:43.5%> 15.9% </div></td></tr><tr class><td title=2> 2 </td><td>9</td><td><div class=bar style=width:39.1%> &nbsp; </div> 14.3% </td></tr><tr class><td title=1> 1 </td><td>8</td><td><div class=bar style=width:34.8%> &nbsp; </div> 12.7% </td></tr><tr class><td title=6> 6 </td><td>3</td><td><div class=bar style=width:13.0%> &nbsp; </div> 4.8% </td></tr><tr class><td title=3> 3 </td><td>3</td><td><div class=bar style=width:13.0%> &nbsp; </div> 4.8% </td></tr><tr class><td title=4> 4 </td><td>3</td><td><div class=bar style=width:13.0%> &nbsp; </div> 4.8% </td></tr><tr class><td title=8> 8 </td><td>2</td><td><div class=bar style=width:8.7%> &nbsp; </div> 3.2% </td></tr><tr class><td title=9> 9 </td><td>2</td><td><div class=bar style=width:8.7%> &nbsp; </div> 3.2% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=,> , </td><td>56</td><td><div class=bar style=width:100.0%> 90.3% </div></td></tr><tr class><td title=.> . </td><td>5</td><td><div class=bar style=width:8.9%> &nbsp; </div> 8.1% </td></tr><tr class><td title='"'> &#34; </td><td>1</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.6% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Control</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="\r",
|
|
""></td><td>1289</td><td><div class=bar style=width:100.0%> 99.8% </div></td></tr><tr class><td title="\n",
|
|
""></td><td>3</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>5</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4122088763120328302unicode-4122088763120328302scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>1422</td><td><div class=bar style=width:100.0%> 74.9% </div></td></tr><tr class><td title=Latin> Latin </td><td>477</td><td><div class=bar style=width:33.5%> &nbsp; </div> 25.1% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=N> N </td><td>45</td><td><div class=bar style=width:20.2%> &nbsp; </div> 9.4% </td></tr><tr class><td title=I> I </td><td>34</td><td><div class=bar style=width:15.2%> &nbsp; </div> 7.1% </td></tr><tr class><td title=M> M </td><td>30</td><td><div class=bar style=width:13.5%> &nbsp; </div> 6.3% </td></tr><tr class><td title=O> O </td><td>25</td><td><div class=bar style=width:11.2%> &nbsp; </div> 5.2% </td></tr><tr class><td title=C> C </td><td>24</td><td><div class=bar style=width:10.8%> &nbsp; </div> 5.0% </td></tr><tr class><td title=Y> Y </td><td>23</td><td><div class=bar style=width:10.3%> &nbsp; </div> 4.8% </td></tr><tr class><td title=a> a </td><td>21</td><td><div class=bar style=width:9.4%> &nbsp; </div> 4.4% </td></tr><tr class><td title=A> A </td><td>20</td><td><div class=bar style=width:9.0%> &nbsp; </div> 4.2% </td></tr><tr class><td title=J> J </td><td>17</td><td><div class=bar style=width:7.6%> &nbsp; </div> 3.6% </td></tr><tr class><td title=i> i </td><td>15</td><td><div class=bar style=width:6.7%> &nbsp; </div> 3.1% </td></tr><tr class=other><td title="Other values (34)"> Other values (34) </td><td>223</td><td><div class=bar style=width:100.0%> 46.8% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="\r",
|
|
""></td><td>1289</td><td><div class=bar style=width:100.0%> 90.6% </div></td></tr><tr class><td title=,> , </td><td>56</td><td><div class=bar style=width:4.3%> &nbsp; </div> 3.9% </td></tr><tr class><td title=0> 0 </td><td>23</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.6% </td></tr><tr class><td title=5> 5 </td><td>10</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.7% </td></tr><tr class><td title=2> 2 </td><td>9</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title=1> 1 </td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.6% </td></tr><tr class><td title=.> . </td><td>5</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.4% </td></tr><tr class><td title=" "></td><td>5</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.4% </td></tr><tr class><td title="\n",
|
|
""></td><td>3</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=6> 6 </td><td>3</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (5)"> Other values (5) </td><td>11</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4122088763120328302unicode-4122088763120328302blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1899</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="\r",
|
|
""></td><td>1289</td><td><div class=bar style=width:100.0%> 67.9% </div></td></tr><tr class><td title=,> , </td><td>56</td><td><div class=bar style=width:4.3%> &nbsp; </div> 2.9% </td></tr><tr class><td title=N> N </td><td>45</td><td><div class=bar style=width:3.5%> &nbsp; </div> 2.4% </td></tr><tr class><td title=I> I </td><td>34</td><td><div class=bar style=width:2.6%> &nbsp; </div> 1.8% </td></tr><tr class><td title=M> M </td><td>30</td><td><div class=bar style=width:2.3%> &nbsp; </div> 1.6% </td></tr><tr class><td title=O> O </td><td>25</td><td><div class=bar style=width:1.9%> &nbsp; </div> 1.3% </td></tr><tr class><td title=C> C </td><td>24</td><td><div class=bar style=width:1.9%> &nbsp; </div> 1.3% </td></tr><tr class><td title=Y> Y </td><td>23</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.2% </td></tr><tr class><td title=0> 0 </td><td>23</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.2% </td></tr><tr class><td title=a> a </td><td>21</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.1% </td></tr><tr class=other><td title="Other values (49)"> Other values (49) </td><td>329</td><td><div class=bar style=width:25.5%> &nbsp; </div> 17.3% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_5698291328713575324></a><div class=variable><div class=col-sm-12><p class=h4 title=pclass_category><a href=#pp_var_5698291328713575324>pclass_category</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.2%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> Lower </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 709&nbsp; </div></td></tr><tr class><th width=10%> Upper </th><td width=10%><div class=bar style=width:45.6% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 323&nbsp; </div></td></tr><tr class><th width=10%> Middle </th><td width=10%><div class=bar style=width:36.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 255&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-5698291328713575324, #minifreqtable5698291328713575324" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-5698291328713575324 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5698291328713575324bottom-5698291328713575324overview aria-controls=5698291328713575324bottom-5698291328713575324overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#5698291328713575324bottom-5698291328713575324string aria-controls=5698291328713575324bottom-5698291328713575324string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#5698291328713575324bottom-5698291328713575324word aria-controls=5698291328713575324bottom-5698291328713575324word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#5698291328713575324bottom-5698291328713575324characters aria-controls=5698291328713575324bottom-5698291328713575324characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5698291328713575324bottom-5698291328713575324overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">6</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">5</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">5.1981352</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">5</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">6690</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">2 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">Upper</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">Upper</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">Upper</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">Upper</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">Upper</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5698291328713575324bottom-5698291328713575324string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Lower> Lower </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=Upper> Upper </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=Middle> Middle </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:22.036045</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(77.346296 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(155.857205 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(234.368114 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-34 x=95.410156 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(312.879024 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-36 x=95.410156 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(391.389933 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-38 x=95.410156 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(469.900842 203.489906) rotate(-45) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_7><g style="fill: #262626" transform="translate(44.5275 180.171011) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_8><g style="fill: #262626" transform="translate(31.8025 149.611433) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_9><g style="fill: #262626" transform="translate(31.8025 119.051855) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_10><g style="fill: #262626" transform="translate(31.8025 88.492278) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_11><g style="fill: #262626" transform="translate(31.8025 57.9327) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_12><g style="fill: #262626" transform="translate(25.44 27.373122) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_13><g style="fill: #262626" transform="translate(19.152344 121.998552) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 176.371792 \n",
|
|
"L 277.295 176.371792 \n",
|
|
"L 277.295 18.684371 \n",
|
|
"L 81.017727 18.684371 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa8a0a80362) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 277.295 176.371792 \n",
|
|
"L 473.572273 176.371792 \n",
|
|
"L 473.572273 137.408331 \n",
|
|
"L 277.295 137.408331 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pa8a0a80362) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 61.39 176.371792 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_7><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"" style="fill: none"/></g><g id=patch_8><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pa8a0a80362><rect x=61.39 y=10.8 width=431.81 height=165.571792 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div><div class=row><div class=col-sm-12><h4 class=indent>Common Values (Plot)</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=405pt height=215.1954pt viewbox="0 0 405 215.1954" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:22.098950</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 215.1954 \n",
|
|
"L 405 215.1954 \n",
|
|
"L 405 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 7.2 108.84 \n",
|
|
"L 222.379021 108.84 \n",
|
|
"L 222.379021 16.44 \n",
|
|
"L 7.2 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#paae24595d4) style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_3><path d="M 222.379021 108.84 \n",
|
|
"L 320.408392 108.84 \n",
|
|
"L 320.408392 16.44 \n",
|
|
"L 222.379021 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#paae24595d4) style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 320.408392 108.84 \n",
|
|
"L 397.8 108.84 \n",
|
|
"L 397.8 16.44 \n",
|
|
"L 320.408392 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#paae24595d4) style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_1><g style="fill: #ffffff" transform="translate(89.811135 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-35 transform=scale(0.015625) d="M 678 4666 \n",
|
|
"L 3669 4666 \n",
|
|
"L 3669 3781 \n",
|
|
"L 1638 3781 \n",
|
|
"L 1638 3059 \n",
|
|
"Q 1775 3097 1914 3117 \n",
|
|
"Q 2053 3138 2203 3138 \n",
|
|
"Q 3056 3138 3531 2711 \n",
|
|
"Q 4006 2284 4006 1522 \n",
|
|
"Q 4006 766 3489 337 \n",
|
|
"Q 2972 -91 2053 -91 \n",
|
|
"Q 1656 -91 1267 -14 \n",
|
|
"Q 878 63 494 219 \n",
|
|
"L 494 1166 \n",
|
|
"Q 875 947 1217 837 \n",
|
|
"Q 1559 728 1863 728 \n",
|
|
"Q 2300 728 2551 942 \n",
|
|
"Q 2803 1156 2803 1522 \n",
|
|
"Q 2803 1891 2551 2103 \n",
|
|
"Q 2300 2316 1863 2316 \n",
|
|
"Q 1603 2316 1309 2248 \n",
|
|
"Q 1016 2181 678 2041 \n",
|
|
"L 678 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-2e transform=scale(0.015625) d="M 653 1209 \n",
|
|
"L 1778 1209 \n",
|
|
"L 1778 0 \n",
|
|
"L 653 0 \n",
|
|
"L 653 1209 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-31 transform=scale(0.015625) d="M 750 831 \n",
|
|
"L 1813 831 \n",
|
|
"L 1813 3847 \n",
|
|
"L 722 3622 \n",
|
|
"L 722 4441 \n",
|
|
"L 1806 4666 \n",
|
|
"L 2950 4666 \n",
|
|
"L 2950 831 \n",
|
|
"L 4013 831 \n",
|
|
"L 4013 0 \n",
|
|
"L 750 0 \n",
|
|
"L 750 831 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-25 transform=scale(0.015625) d="M 4959 1925 \n",
|
|
"Q 4738 1925 4616 1733 \n",
|
|
"Q 4494 1541 4494 1184 \n",
|
|
"Q 4494 825 4614 633 \n",
|
|
"Q 4734 441 4959 441 \n",
|
|
"Q 5184 441 5303 633 \n",
|
|
"Q 5422 825 5422 1184 \n",
|
|
"Q 5422 1541 5301 1733 \n",
|
|
"Q 5181 1925 4959 1925 \n",
|
|
"z\n",
|
|
"M 4959 2450 \n",
|
|
"Q 5541 2450 5875 2112 \n",
|
|
"Q 6209 1775 6209 1184 \n",
|
|
"Q 6209 594 5875 251 \n",
|
|
"Q 5541 -91 4959 -91 \n",
|
|
"Q 4378 -91 4042 251 \n",
|
|
"Q 3706 594 3706 1184 \n",
|
|
"Q 3706 1772 4042 2111 \n",
|
|
"Q 4378 2450 4959 2450 \n",
|
|
"z\n",
|
|
"M 2094 -91 \n",
|
|
"L 1403 -91 \n",
|
|
"L 4319 4750 \n",
|
|
"L 5013 4750 \n",
|
|
"L 2094 -91 \n",
|
|
"z\n",
|
|
"M 1453 4750 \n",
|
|
"Q 2034 4750 2367 4411 \n",
|
|
"Q 2700 4072 2700 3481 \n",
|
|
"Q 2700 2891 2367 2550 \n",
|
|
"Q 2034 2209 1453 2209 \n",
|
|
"Q 872 2209 539 2550 \n",
|
|
"Q 206 2891 206 3481 \n",
|
|
"Q 206 4072 539 4411 \n",
|
|
"Q 872 4750 1453 4750 \n",
|
|
"z\n",
|
|
"M 1453 4225 \n",
|
|
"Q 1228 4225 1106 4031 \n",
|
|
"Q 984 3838 984 3481 \n",
|
|
"Q 984 3122 1106 2926 \n",
|
|
"Q 1228 2731 1453 2731 \n",
|
|
"Q 1678 2731 1798 2926 \n",
|
|
"Q 1919 3122 1919 3481 \n",
|
|
"Q 1919 3838 1797 4031 \n",
|
|
"Q 1675 4225 1453 4225 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-35 /><use xlink:href=#DejaVuSans-Bold-35 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-31 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(93.179385 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-28 transform=scale(0.015625) d="M 2413 -844 \n",
|
|
"L 1484 -844 \n",
|
|
"Q 1006 -72 778 623 \n",
|
|
"Q 550 1319 550 2003 \n",
|
|
"Q 550 2688 779 3389 \n",
|
|
"Q 1009 4091 1484 4856 \n",
|
|
"L 2413 4856 \n",
|
|
"Q 2013 4116 1813 3408 \n",
|
|
"Q 1613 2700 1613 2009 \n",
|
|
"Q 1613 1319 1811 609 \n",
|
|
"Q 2009 -100 2413 -844 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-37 transform=scale(0.015625) d="M 428 4666 \n",
|
|
"L 3944 4666 \n",
|
|
"L 3944 3988 \n",
|
|
"L 2125 0 \n",
|
|
"L 953 0 \n",
|
|
"L 2675 3781 \n",
|
|
"L 428 3781 \n",
|
|
"L 428 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-30 transform=scale(0.015625) d="M 2944 2338 \n",
|
|
"Q 2944 3213 2780 3570 \n",
|
|
"Q 2616 3928 2228 3928 \n",
|
|
"Q 1841 3928 1675 3570 \n",
|
|
"Q 1509 3213 1509 2338 \n",
|
|
"Q 1509 1453 1675 1090 \n",
|
|
"Q 1841 728 2228 728 \n",
|
|
"Q 2613 728 2778 1090 \n",
|
|
"Q 2944 1453 2944 2338 \n",
|
|
"z\n",
|
|
"M 4147 2328 \n",
|
|
"Q 4147 1169 3647 539 \n",
|
|
"Q 3147 -91 2228 -91 \n",
|
|
"Q 1306 -91 806 539 \n",
|
|
"Q 306 1169 306 2328 \n",
|
|
"Q 306 3491 806 4120 \n",
|
|
"Q 1306 4750 2228 4750 \n",
|
|
"Q 3147 4750 3647 4120 \n",
|
|
"Q 4147 3491 4147 2328 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-39 transform=scale(0.015625) d="M 641 103 \n",
|
|
"L 641 966 \n",
|
|
"Q 928 831 1190 764 \n",
|
|
"Q 1453 697 1709 697 \n",
|
|
"Q 2247 697 2547 995 \n",
|
|
"Q 2847 1294 2900 1881 \n",
|
|
"Q 2688 1725 2447 1647 \n",
|
|
"Q 2206 1569 1925 1569 \n",
|
|
"Q 1209 1569 770 1986 \n",
|
|
"Q 331 2403 331 3084 \n",
|
|
"Q 331 3838 820 4291 \n",
|
|
"Q 1309 4744 2131 4744 \n",
|
|
"Q 3044 4744 3544 4128 \n",
|
|
"Q 4044 3513 4044 2388 \n",
|
|
"Q 4044 1231 3459 570 \n",
|
|
"Q 2875 -91 1856 -91 \n",
|
|
"Q 1528 -91 1228 -42 \n",
|
|
"Q 928 6 641 103 \n",
|
|
"z\n",
|
|
"M 2125 2350 \n",
|
|
"Q 2441 2350 2600 2554 \n",
|
|
"Q 2759 2759 2759 3169 \n",
|
|
"Q 2759 3575 2600 3781 \n",
|
|
"Q 2441 3988 2125 3988 \n",
|
|
"Q 1809 3988 1650 3781 \n",
|
|
"Q 1491 3575 1491 3169 \n",
|
|
"Q 1491 2759 1650 2554 \n",
|
|
"Q 1809 2350 2125 2350 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-29 transform=scale(0.015625) d="M 513 -844 \n",
|
|
"Q 913 -100 1113 609 \n",
|
|
"Q 1313 1319 1313 2009 \n",
|
|
"Q 1313 2700 1113 3408 \n",
|
|
"Q 913 4116 513 4856 \n",
|
|
"L 1441 4856 \n",
|
|
"Q 1916 4091 2145 3389 \n",
|
|
"Q 2375 2688 2375 2003 \n",
|
|
"Q 2375 1319 2147 623 \n",
|
|
"Q 1919 -72 1441 -844 \n",
|
|
"L 513 -844 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-37 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-30 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-39 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_2><g style="fill: #ffffff" transform="translate(246.415331 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-32 transform=scale(0.015625) d="M 1844 884 \n",
|
|
"L 3897 884 \n",
|
|
"L 3897 0 \n",
|
|
"L 506 0 \n",
|
|
"L 506 884 \n",
|
|
"L 2209 2388 \n",
|
|
"Q 2438 2594 2547 2791 \n",
|
|
"Q 2656 2988 2656 3200 \n",
|
|
"Q 2656 3528 2436 3728 \n",
|
|
"Q 2216 3928 1850 3928 \n",
|
|
"Q 1569 3928 1234 3808 \n",
|
|
"Q 900 3688 519 3450 \n",
|
|
"L 519 4475 \n",
|
|
"Q 925 4609 1322 4679 \n",
|
|
"Q 1719 4750 2100 4750 \n",
|
|
"Q 2938 4750 3402 4381 \n",
|
|
"Q 3866 4013 3866 3353 \n",
|
|
"Q 3866 2972 3669 2642 \n",
|
|
"Q 3472 2313 2841 1759 \n",
|
|
"L 1844 884 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-32 /><use xlink:href=#DejaVuSans-Bold-35 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-31 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(249.783581 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-33 transform=scale(0.015625) d="M 2981 2516 \n",
|
|
"Q 3453 2394 3698 2092 \n",
|
|
"Q 3944 1791 3944 1325 \n",
|
|
"Q 3944 631 3412 270 \n",
|
|
"Q 2881 -91 1863 -91 \n",
|
|
"Q 1503 -91 1142 -33 \n",
|
|
"Q 781 25 428 141 \n",
|
|
"L 428 1069 \n",
|
|
"Q 766 900 1098 814 \n",
|
|
"Q 1431 728 1753 728 \n",
|
|
"Q 2231 728 2486 893 \n",
|
|
"Q 2741 1059 2741 1369 \n",
|
|
"Q 2741 1688 2480 1852 \n",
|
|
"Q 2219 2016 1709 2016 \n",
|
|
"L 1228 2016 \n",
|
|
"L 1228 2791 \n",
|
|
"L 1734 2791 \n",
|
|
"Q 2188 2791 2409 2933 \n",
|
|
"Q 2631 3075 2631 3366 \n",
|
|
"Q 2631 3634 2415 3781 \n",
|
|
"Q 2200 3928 1806 3928 \n",
|
|
"Q 1516 3928 1219 3862 \n",
|
|
"Q 922 3797 628 3669 \n",
|
|
"L 628 4550 \n",
|
|
"Q 984 4650 1334 4700 \n",
|
|
"Q 1684 4750 2022 4750 \n",
|
|
"Q 2931 4750 3382 4451 \n",
|
|
"Q 3834 4153 3834 3553 \n",
|
|
"Q 3834 3144 3618 2883 \n",
|
|
"Q 3403 2622 2981 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-33 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-32 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-33 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_3><g style="fill: #ffffff" transform="translate(334.125821 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-38 transform=scale(0.015625) d="M 2228 2088 \n",
|
|
"Q 1891 2088 1709 1903 \n",
|
|
"Q 1528 1719 1528 1375 \n",
|
|
"Q 1528 1031 1709 848 \n",
|
|
"Q 1891 666 2228 666 \n",
|
|
"Q 2563 666 2741 848 \n",
|
|
"Q 2919 1031 2919 1375 \n",
|
|
"Q 2919 1722 2741 1905 \n",
|
|
"Q 2563 2088 2228 2088 \n",
|
|
"z\n",
|
|
"M 1350 2484 \n",
|
|
"Q 925 2613 709 2878 \n",
|
|
"Q 494 3144 494 3541 \n",
|
|
"Q 494 4131 934 4440 \n",
|
|
"Q 1375 4750 2228 4750 \n",
|
|
"Q 3075 4750 3515 4442 \n",
|
|
"Q 3956 4134 3956 3541 \n",
|
|
"Q 3956 3144 3739 2878 \n",
|
|
"Q 3522 2613 3097 2484 \n",
|
|
"Q 3572 2353 3814 2058 \n",
|
|
"Q 4056 1763 4056 1313 \n",
|
|
"Q 4056 619 3595 264 \n",
|
|
"Q 3134 -91 2228 -91 \n",
|
|
"Q 1319 -91 855 264 \n",
|
|
"Q 391 619 391 1313 \n",
|
|
"Q 391 1763 633 2058 \n",
|
|
"Q 875 2353 1350 2484 \n",
|
|
"z\n",
|
|
"M 1631 3419 \n",
|
|
"Q 1631 3141 1786 2991 \n",
|
|
"Q 1941 2841 2228 2841 \n",
|
|
"Q 2509 2841 2662 2991 \n",
|
|
"Q 2816 3141 2816 3419 \n",
|
|
"Q 2816 3697 2662 3845 \n",
|
|
"Q 2509 3994 2228 3994 \n",
|
|
"Q 1941 3994 1786 3844 \n",
|
|
"Q 1631 3694 1631 3419 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-31 /><use xlink:href=#DejaVuSans-Bold-39 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-38 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(337.494071 74.675925) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-32 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-35 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-35 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=legend_1><g id=patch_5><path d="M 19.296 207.9954 \n",
|
|
"L 131.6754 207.9954 \n",
|
|
"Q 135.1314 207.9954 135.1314 204.5394 \n",
|
|
"L 135.1314 130.176 \n",
|
|
"Q 135.1314 126.72 131.6754 126.72 \n",
|
|
"L 19.296 126.72 \n",
|
|
"Q 15.84 126.72 15.84 130.176 \n",
|
|
"L 15.84 204.5394 \n",
|
|
"Q 15.84 207.9954 19.296 207.9954 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 22.752 146.7621 \n",
|
|
"L 57.312 146.7621 \n",
|
|
"L 57.312 134.6661 \n",
|
|
"L 22.752 134.6661 \n",
|
|
"z\n",
|
|
"" style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_4><g style="fill: #262626" transform="translate(71.136 146.7621) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-4c transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 1259 4666 \n",
|
|
"L 1259 531 \n",
|
|
"L 3531 531 \n",
|
|
"L 3531 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6f transform=scale(0.015625) d="M 1959 3097 \n",
|
|
"Q 1497 3097 1228 2736 \n",
|
|
"Q 959 2375 959 1747 \n",
|
|
"Q 959 1119 1226 758 \n",
|
|
"Q 1494 397 1959 397 \n",
|
|
"Q 2419 397 2687 759 \n",
|
|
"Q 2956 1122 2956 1747 \n",
|
|
"Q 2956 2369 2687 2733 \n",
|
|
"Q 2419 3097 1959 3097 \n",
|
|
"z\n",
|
|
"M 1959 3584 \n",
|
|
"Q 2709 3584 3137 3096 \n",
|
|
"Q 3566 2609 3566 1747 \n",
|
|
"Q 3566 888 3137 398 \n",
|
|
"Q 2709 -91 1959 -91 \n",
|
|
"Q 1206 -91 779 398 \n",
|
|
"Q 353 888 353 1747 \n",
|
|
"Q 353 2609 779 3096 \n",
|
|
"Q 1206 3584 1959 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-77 transform=scale(0.015625) d="M 269 3500 \n",
|
|
"L 844 3500 \n",
|
|
"L 1563 769 \n",
|
|
"L 2278 3500 \n",
|
|
"L 2956 3500 \n",
|
|
"L 3675 769 \n",
|
|
"L 4391 3500 \n",
|
|
"L 4966 3500 \n",
|
|
"L 4050 0 \n",
|
|
"L 3372 0 \n",
|
|
"L 2619 2869 \n",
|
|
"L 1863 0 \n",
|
|
"L 1184 0 \n",
|
|
"L 269 3500 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-4c /><use xlink:href=#DejaVuSans-6f x=53.962891 /><use xlink:href=#DejaVuSans-77 x=115.144531 /><use xlink:href=#DejaVuSans-65 x=196.931641 /><use xlink:href=#DejaVuSans-72 x=258.455078 /></g></g><g id=patch_7><path d="M 22.752 172.1259 \n",
|
|
"L 57.312 172.1259 \n",
|
|
"L 57.312 160.0299 \n",
|
|
"L 22.752 160.0299 \n",
|
|
"z\n",
|
|
"" style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_5><g style="fill: #262626" transform="translate(71.136 172.1259) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-55 transform=scale(0.015625) d="M 556 4666 \n",
|
|
"L 1191 4666 \n",
|
|
"L 1191 1831 \n",
|
|
"Q 1191 1081 1462 751 \n",
|
|
"Q 1734 422 2344 422 \n",
|
|
"Q 2950 422 3222 751 \n",
|
|
"Q 3494 1081 3494 1831 \n",
|
|
"L 3494 4666 \n",
|
|
"L 4128 4666 \n",
|
|
"L 4128 1753 \n",
|
|
"Q 4128 841 3676 375 \n",
|
|
"Q 3225 -91 2344 -91 \n",
|
|
"Q 1459 -91 1007 375 \n",
|
|
"Q 556 841 556 1753 \n",
|
|
"L 556 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-55 /><use xlink:href=#DejaVuSans-70 x=73.193359 /><use xlink:href=#DejaVuSans-70 x=136.669922 /><use xlink:href=#DejaVuSans-65 x=200.146484 /><use xlink:href=#DejaVuSans-72 x=261.669922 /></g></g><g id=patch_8><path d="M 22.752 197.4897 \n",
|
|
"L 57.312 197.4897 \n",
|
|
"L 57.312 185.3937 \n",
|
|
"L 22.752 185.3937 \n",
|
|
"z\n",
|
|
"" style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_6><g style="fill: #262626" transform="translate(71.136 197.4897) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-4d transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 1569 4666 \n",
|
|
"L 2759 1491 \n",
|
|
"L 3956 4666 \n",
|
|
"L 4897 4666 \n",
|
|
"L 4897 0 \n",
|
|
"L 4281 0 \n",
|
|
"L 4281 4097 \n",
|
|
"L 3078 897 \n",
|
|
"L 2444 897 \n",
|
|
"L 1241 4097 \n",
|
|
"L 1241 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-4d /><use xlink:href=#DejaVuSans-69 x=86.279297 /><use xlink:href=#DejaVuSans-64 x=114.0625 /><use xlink:href=#DejaVuSans-64 x=177.539062 /><use xlink:href=#DejaVuSans-6c x=241.015625 /><use xlink:href=#DejaVuSans-65 x=268.798828 /></g></g></g></g></g><defs><clippath id=paae24595d4><rect x=7.2 y=7.2 width=390.6 height=110.88 /></clippath></defs></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5698291328713575324bottom-5698291328713575324word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=lower> lower </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=upper> upper </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=middle> middle </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5698291328713575324bottom-5698291328713575324characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5698291328713575324unicode-5698291328713575324characters aria-controls=5698291328713575324unicode-5698291328713575324characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#5698291328713575324unicode-5698291328713575324categories aria-controls=5698291328713575324unicode-5698291328713575324categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#5698291328713575324unicode-5698291328713575324scripts aria-controls=5698291328713575324unicode-5698291328713575324scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#5698291328713575324unicode-5698291328713575324blocks aria-controls=5698291328713575324unicode-5698291328713575324blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5698291328713575324unicode-5698291328713575324characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>1287</td><td><div class=bar style=width:100.0%> 19.2% </div></td></tr><tr class><td title=r> r </td><td>1032</td><td><div class=bar style=width:80.2%> 15.4% </div></td></tr><tr class><td title=L> L </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=o> o </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=w> w </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=p> p </td><td>646</td><td><div class=bar style=width:50.2%> 9.7% </div></td></tr><tr class><td title=d> d </td><td>510</td><td><div class=bar style=width:39.6%> &nbsp; </div> 7.6% </td></tr><tr class><td title=U> U </td><td>323</td><td><div class=bar style=width:25.1%> &nbsp; </div> 4.8% </td></tr><tr class><td title=M> M </td><td>255</td><td><div class=bar style=width:19.8%> &nbsp; </div> 3.8% </td></tr><tr class><td title=i> i </td><td>255</td><td><div class=bar style=width:19.8%> &nbsp; </div> 3.8% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5698291328713575324unicode-5698291328713575324categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>5403</td><td><div class=bar style=width:100.0%> 80.8% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>1287</td><td><div class=bar style=width:23.8%> &nbsp; </div> 19.2% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>1287</td><td><div class=bar style=width:100.0%> 23.8% </div></td></tr><tr class><td title=r> r </td><td>1032</td><td><div class=bar style=width:80.2%> 19.1% </div></td></tr><tr class><td title=o> o </td><td>709</td><td><div class=bar style=width:55.1%> 13.1% </div></td></tr><tr class><td title=w> w </td><td>709</td><td><div class=bar style=width:55.1%> 13.1% </div></td></tr><tr class><td title=p> p </td><td>646</td><td><div class=bar style=width:50.2%> 12.0% </div></td></tr><tr class><td title=d> d </td><td>510</td><td><div class=bar style=width:39.6%> &nbsp; </div> 9.4% </td></tr><tr class><td title=i> i </td><td>255</td><td><div class=bar style=width:19.8%> &nbsp; </div> 4.7% </td></tr><tr class><td title=l> l </td><td>255</td><td><div class=bar style=width:19.8%> &nbsp; </div> 4.7% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=L> L </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=U> U </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=M> M </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5698291328713575324unicode-5698291328713575324scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>6690</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Latin</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>1287</td><td><div class=bar style=width:100.0%> 19.2% </div></td></tr><tr class><td title=r> r </td><td>1032</td><td><div class=bar style=width:80.2%> 15.4% </div></td></tr><tr class><td title=L> L </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=o> o </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=w> w </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=p> p </td><td>646</td><td><div class=bar style=width:50.2%> 9.7% </div></td></tr><tr class><td title=d> d </td><td>510</td><td><div class=bar style=width:39.6%> &nbsp; </div> 7.6% </td></tr><tr class><td title=U> U </td><td>323</td><td><div class=bar style=width:25.1%> &nbsp; </div> 4.8% </td></tr><tr class><td title=M> M </td><td>255</td><td><div class=bar style=width:19.8%> &nbsp; </div> 3.8% </td></tr><tr class><td title=i> i </td><td>255</td><td><div class=bar style=width:19.8%> &nbsp; </div> 3.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5698291328713575324unicode-5698291328713575324blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>6690</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=e> e </td><td>1287</td><td><div class=bar style=width:100.0%> 19.2% </div></td></tr><tr class><td title=r> r </td><td>1032</td><td><div class=bar style=width:80.2%> 15.4% </div></td></tr><tr class><td title=L> L </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=o> o </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=w> w </td><td>709</td><td><div class=bar style=width:55.1%> 10.6% </div></td></tr><tr class><td title=p> p </td><td>646</td><td><div class=bar style=width:50.2%> 9.7% </div></td></tr><tr class><td title=d> d </td><td>510</td><td><div class=bar style=width:39.6%> &nbsp; </div> 7.6% </td></tr><tr class><td title=U> U </td><td>323</td><td><div class=bar style=width:25.1%> &nbsp; </div> 4.8% </td></tr><tr class><td title=M> M </td><td>255</td><td><div class=bar style=width:19.8%> &nbsp; </div> 3.8% </td></tr><tr class><td title=i> i </td><td>255</td><td><div class=bar style=width:19.8%> &nbsp; </div> 3.8% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-2645915639057369845></a><div class=variable><div class=col-sm-12><p class=h4 title=pclass_category_encoded><a href=#pp_var_-2645915639057369845>pclass_category_encoded</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.2%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> 0 </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 709&nbsp; </div></td></tr><tr class><th width=10%> 2 </th><td width=10%><div class=bar style=width:45.6% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 323&nbsp; </div></td></tr><tr class><th width=10%> 1 </th><td width=10%><div class=bar style=width:36.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 255&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--2645915639057369845, #minifreqtable-2645915639057369845" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--2645915639057369845 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2645915639057369845bottom--2645915639057369845overview aria-controls=-2645915639057369845bottom--2645915639057369845overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-2645915639057369845bottom--2645915639057369845string aria-controls=-2645915639057369845bottom--2645915639057369845string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-2645915639057369845bottom--2645915639057369845word aria-controls=-2645915639057369845bottom--2645915639057369845word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-2645915639057369845bottom--2645915639057369845characters aria-controls=-2645915639057369845bottom--2645915639057369845characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2645915639057369845bottom--2645915639057369845overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1287</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">2</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2645915639057369845bottom--2645915639057369845string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=2> 2 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=1> 1 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:22.167084</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(116.601751 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-36 x=95.410156 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(195.11266 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-38 x=95.410156 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(273.623569 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(352.134478 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(430.645387 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-34 x=95.410156 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_6><g style="fill: #262626" transform="translate(44.5275 180.171011) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_7><g style="fill: #262626" transform="translate(31.8025 155.666361) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_8><g style="fill: #262626" transform="translate(31.8025 131.161711) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_9><g style="fill: #262626" transform="translate(31.8025 106.657062) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_10><g style="fill: #262626" transform="translate(31.8025 82.152412) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_11><g style="fill: #262626" transform="translate(25.44 57.647762) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_12><g style="fill: #262626" transform="translate(25.44 33.143112) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_13><g style="fill: #262626" transform="translate(19.152344 121.998552) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 176.371792 \n",
|
|
"L 473.572273 176.371792 \n",
|
|
"L 473.572273 18.684371 \n",
|
|
"L 81.017727 18.684371 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pd9fd39ed67) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 61.39 176.371792 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"" style="fill: none"/></g><g id=patch_7><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pd9fd39ed67><rect x=61.39 y=10.8 width=431.81 height=165.571792 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div><div class=row><div class=col-sm-12><h4 class=indent>Common Values (Plot)</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=405pt height=215.1954pt viewbox="0 0 405 215.1954" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:22.230027</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 215.1954 \n",
|
|
"L 405 215.1954 \n",
|
|
"L 405 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 7.2 108.84 \n",
|
|
"L 222.379021 108.84 \n",
|
|
"L 222.379021 16.44 \n",
|
|
"L 7.2 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pe915139f38) style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_3><path d="M 222.379021 108.84 \n",
|
|
"L 320.408392 108.84 \n",
|
|
"L 320.408392 16.44 \n",
|
|
"L 222.379021 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pe915139f38) style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 320.408392 108.84 \n",
|
|
"L 397.8 108.84 \n",
|
|
"L 397.8 16.44 \n",
|
|
"L 320.408392 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pe915139f38) style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_1><g style="fill: #ffffff" transform="translate(89.811135 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-35 transform=scale(0.015625) d="M 678 4666 \n",
|
|
"L 3669 4666 \n",
|
|
"L 3669 3781 \n",
|
|
"L 1638 3781 \n",
|
|
"L 1638 3059 \n",
|
|
"Q 1775 3097 1914 3117 \n",
|
|
"Q 2053 3138 2203 3138 \n",
|
|
"Q 3056 3138 3531 2711 \n",
|
|
"Q 4006 2284 4006 1522 \n",
|
|
"Q 4006 766 3489 337 \n",
|
|
"Q 2972 -91 2053 -91 \n",
|
|
"Q 1656 -91 1267 -14 \n",
|
|
"Q 878 63 494 219 \n",
|
|
"L 494 1166 \n",
|
|
"Q 875 947 1217 837 \n",
|
|
"Q 1559 728 1863 728 \n",
|
|
"Q 2300 728 2551 942 \n",
|
|
"Q 2803 1156 2803 1522 \n",
|
|
"Q 2803 1891 2551 2103 \n",
|
|
"Q 2300 2316 1863 2316 \n",
|
|
"Q 1603 2316 1309 2248 \n",
|
|
"Q 1016 2181 678 2041 \n",
|
|
"L 678 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-2e transform=scale(0.015625) d="M 653 1209 \n",
|
|
"L 1778 1209 \n",
|
|
"L 1778 0 \n",
|
|
"L 653 0 \n",
|
|
"L 653 1209 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-31 transform=scale(0.015625) d="M 750 831 \n",
|
|
"L 1813 831 \n",
|
|
"L 1813 3847 \n",
|
|
"L 722 3622 \n",
|
|
"L 722 4441 \n",
|
|
"L 1806 4666 \n",
|
|
"L 2950 4666 \n",
|
|
"L 2950 831 \n",
|
|
"L 4013 831 \n",
|
|
"L 4013 0 \n",
|
|
"L 750 0 \n",
|
|
"L 750 831 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-25 transform=scale(0.015625) d="M 4959 1925 \n",
|
|
"Q 4738 1925 4616 1733 \n",
|
|
"Q 4494 1541 4494 1184 \n",
|
|
"Q 4494 825 4614 633 \n",
|
|
"Q 4734 441 4959 441 \n",
|
|
"Q 5184 441 5303 633 \n",
|
|
"Q 5422 825 5422 1184 \n",
|
|
"Q 5422 1541 5301 1733 \n",
|
|
"Q 5181 1925 4959 1925 \n",
|
|
"z\n",
|
|
"M 4959 2450 \n",
|
|
"Q 5541 2450 5875 2112 \n",
|
|
"Q 6209 1775 6209 1184 \n",
|
|
"Q 6209 594 5875 251 \n",
|
|
"Q 5541 -91 4959 -91 \n",
|
|
"Q 4378 -91 4042 251 \n",
|
|
"Q 3706 594 3706 1184 \n",
|
|
"Q 3706 1772 4042 2111 \n",
|
|
"Q 4378 2450 4959 2450 \n",
|
|
"z\n",
|
|
"M 2094 -91 \n",
|
|
"L 1403 -91 \n",
|
|
"L 4319 4750 \n",
|
|
"L 5013 4750 \n",
|
|
"L 2094 -91 \n",
|
|
"z\n",
|
|
"M 1453 4750 \n",
|
|
"Q 2034 4750 2367 4411 \n",
|
|
"Q 2700 4072 2700 3481 \n",
|
|
"Q 2700 2891 2367 2550 \n",
|
|
"Q 2034 2209 1453 2209 \n",
|
|
"Q 872 2209 539 2550 \n",
|
|
"Q 206 2891 206 3481 \n",
|
|
"Q 206 4072 539 4411 \n",
|
|
"Q 872 4750 1453 4750 \n",
|
|
"z\n",
|
|
"M 1453 4225 \n",
|
|
"Q 1228 4225 1106 4031 \n",
|
|
"Q 984 3838 984 3481 \n",
|
|
"Q 984 3122 1106 2926 \n",
|
|
"Q 1228 2731 1453 2731 \n",
|
|
"Q 1678 2731 1798 2926 \n",
|
|
"Q 1919 3122 1919 3481 \n",
|
|
"Q 1919 3838 1797 4031 \n",
|
|
"Q 1675 4225 1453 4225 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-35 /><use xlink:href=#DejaVuSans-Bold-35 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-31 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(93.179385 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-28 transform=scale(0.015625) d="M 2413 -844 \n",
|
|
"L 1484 -844 \n",
|
|
"Q 1006 -72 778 623 \n",
|
|
"Q 550 1319 550 2003 \n",
|
|
"Q 550 2688 779 3389 \n",
|
|
"Q 1009 4091 1484 4856 \n",
|
|
"L 2413 4856 \n",
|
|
"Q 2013 4116 1813 3408 \n",
|
|
"Q 1613 2700 1613 2009 \n",
|
|
"Q 1613 1319 1811 609 \n",
|
|
"Q 2009 -100 2413 -844 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-37 transform=scale(0.015625) d="M 428 4666 \n",
|
|
"L 3944 4666 \n",
|
|
"L 3944 3988 \n",
|
|
"L 2125 0 \n",
|
|
"L 953 0 \n",
|
|
"L 2675 3781 \n",
|
|
"L 428 3781 \n",
|
|
"L 428 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-30 transform=scale(0.015625) d="M 2944 2338 \n",
|
|
"Q 2944 3213 2780 3570 \n",
|
|
"Q 2616 3928 2228 3928 \n",
|
|
"Q 1841 3928 1675 3570 \n",
|
|
"Q 1509 3213 1509 2338 \n",
|
|
"Q 1509 1453 1675 1090 \n",
|
|
"Q 1841 728 2228 728 \n",
|
|
"Q 2613 728 2778 1090 \n",
|
|
"Q 2944 1453 2944 2338 \n",
|
|
"z\n",
|
|
"M 4147 2328 \n",
|
|
"Q 4147 1169 3647 539 \n",
|
|
"Q 3147 -91 2228 -91 \n",
|
|
"Q 1306 -91 806 539 \n",
|
|
"Q 306 1169 306 2328 \n",
|
|
"Q 306 3491 806 4120 \n",
|
|
"Q 1306 4750 2228 4750 \n",
|
|
"Q 3147 4750 3647 4120 \n",
|
|
"Q 4147 3491 4147 2328 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-39 transform=scale(0.015625) d="M 641 103 \n",
|
|
"L 641 966 \n",
|
|
"Q 928 831 1190 764 \n",
|
|
"Q 1453 697 1709 697 \n",
|
|
"Q 2247 697 2547 995 \n",
|
|
"Q 2847 1294 2900 1881 \n",
|
|
"Q 2688 1725 2447 1647 \n",
|
|
"Q 2206 1569 1925 1569 \n",
|
|
"Q 1209 1569 770 1986 \n",
|
|
"Q 331 2403 331 3084 \n",
|
|
"Q 331 3838 820 4291 \n",
|
|
"Q 1309 4744 2131 4744 \n",
|
|
"Q 3044 4744 3544 4128 \n",
|
|
"Q 4044 3513 4044 2388 \n",
|
|
"Q 4044 1231 3459 570 \n",
|
|
"Q 2875 -91 1856 -91 \n",
|
|
"Q 1528 -91 1228 -42 \n",
|
|
"Q 928 6 641 103 \n",
|
|
"z\n",
|
|
"M 2125 2350 \n",
|
|
"Q 2441 2350 2600 2554 \n",
|
|
"Q 2759 2759 2759 3169 \n",
|
|
"Q 2759 3575 2600 3781 \n",
|
|
"Q 2441 3988 2125 3988 \n",
|
|
"Q 1809 3988 1650 3781 \n",
|
|
"Q 1491 3575 1491 3169 \n",
|
|
"Q 1491 2759 1650 2554 \n",
|
|
"Q 1809 2350 2125 2350 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-29 transform=scale(0.015625) d="M 513 -844 \n",
|
|
"Q 913 -100 1113 609 \n",
|
|
"Q 1313 1319 1313 2009 \n",
|
|
"Q 1313 2700 1113 3408 \n",
|
|
"Q 913 4116 513 4856 \n",
|
|
"L 1441 4856 \n",
|
|
"Q 1916 4091 2145 3389 \n",
|
|
"Q 2375 2688 2375 2003 \n",
|
|
"Q 2375 1319 2147 623 \n",
|
|
"Q 1919 -72 1441 -844 \n",
|
|
"L 513 -844 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-37 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-30 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-39 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_2><g style="fill: #ffffff" transform="translate(246.415331 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-32 transform=scale(0.015625) d="M 1844 884 \n",
|
|
"L 3897 884 \n",
|
|
"L 3897 0 \n",
|
|
"L 506 0 \n",
|
|
"L 506 884 \n",
|
|
"L 2209 2388 \n",
|
|
"Q 2438 2594 2547 2791 \n",
|
|
"Q 2656 2988 2656 3200 \n",
|
|
"Q 2656 3528 2436 3728 \n",
|
|
"Q 2216 3928 1850 3928 \n",
|
|
"Q 1569 3928 1234 3808 \n",
|
|
"Q 900 3688 519 3450 \n",
|
|
"L 519 4475 \n",
|
|
"Q 925 4609 1322 4679 \n",
|
|
"Q 1719 4750 2100 4750 \n",
|
|
"Q 2938 4750 3402 4381 \n",
|
|
"Q 3866 4013 3866 3353 \n",
|
|
"Q 3866 2972 3669 2642 \n",
|
|
"Q 3472 2313 2841 1759 \n",
|
|
"L 1844 884 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-32 /><use xlink:href=#DejaVuSans-Bold-35 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-31 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(249.783581 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-33 transform=scale(0.015625) d="M 2981 2516 \n",
|
|
"Q 3453 2394 3698 2092 \n",
|
|
"Q 3944 1791 3944 1325 \n",
|
|
"Q 3944 631 3412 270 \n",
|
|
"Q 2881 -91 1863 -91 \n",
|
|
"Q 1503 -91 1142 -33 \n",
|
|
"Q 781 25 428 141 \n",
|
|
"L 428 1069 \n",
|
|
"Q 766 900 1098 814 \n",
|
|
"Q 1431 728 1753 728 \n",
|
|
"Q 2231 728 2486 893 \n",
|
|
"Q 2741 1059 2741 1369 \n",
|
|
"Q 2741 1688 2480 1852 \n",
|
|
"Q 2219 2016 1709 2016 \n",
|
|
"L 1228 2016 \n",
|
|
"L 1228 2791 \n",
|
|
"L 1734 2791 \n",
|
|
"Q 2188 2791 2409 2933 \n",
|
|
"Q 2631 3075 2631 3366 \n",
|
|
"Q 2631 3634 2415 3781 \n",
|
|
"Q 2200 3928 1806 3928 \n",
|
|
"Q 1516 3928 1219 3862 \n",
|
|
"Q 922 3797 628 3669 \n",
|
|
"L 628 4550 \n",
|
|
"Q 984 4650 1334 4700 \n",
|
|
"Q 1684 4750 2022 4750 \n",
|
|
"Q 2931 4750 3382 4451 \n",
|
|
"Q 3834 4153 3834 3553 \n",
|
|
"Q 3834 3144 3618 2883 \n",
|
|
"Q 3403 2622 2981 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-33 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-32 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-33 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_3><g style="fill: #ffffff" transform="translate(334.125821 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-38 transform=scale(0.015625) d="M 2228 2088 \n",
|
|
"Q 1891 2088 1709 1903 \n",
|
|
"Q 1528 1719 1528 1375 \n",
|
|
"Q 1528 1031 1709 848 \n",
|
|
"Q 1891 666 2228 666 \n",
|
|
"Q 2563 666 2741 848 \n",
|
|
"Q 2919 1031 2919 1375 \n",
|
|
"Q 2919 1722 2741 1905 \n",
|
|
"Q 2563 2088 2228 2088 \n",
|
|
"z\n",
|
|
"M 1350 2484 \n",
|
|
"Q 925 2613 709 2878 \n",
|
|
"Q 494 3144 494 3541 \n",
|
|
"Q 494 4131 934 4440 \n",
|
|
"Q 1375 4750 2228 4750 \n",
|
|
"Q 3075 4750 3515 4442 \n",
|
|
"Q 3956 4134 3956 3541 \n",
|
|
"Q 3956 3144 3739 2878 \n",
|
|
"Q 3522 2613 3097 2484 \n",
|
|
"Q 3572 2353 3814 2058 \n",
|
|
"Q 4056 1763 4056 1313 \n",
|
|
"Q 4056 619 3595 264 \n",
|
|
"Q 3134 -91 2228 -91 \n",
|
|
"Q 1319 -91 855 264 \n",
|
|
"Q 391 619 391 1313 \n",
|
|
"Q 391 1763 633 2058 \n",
|
|
"Q 875 2353 1350 2484 \n",
|
|
"z\n",
|
|
"M 1631 3419 \n",
|
|
"Q 1631 3141 1786 2991 \n",
|
|
"Q 1941 2841 2228 2841 \n",
|
|
"Q 2509 2841 2662 2991 \n",
|
|
"Q 2816 3141 2816 3419 \n",
|
|
"Q 2816 3697 2662 3845 \n",
|
|
"Q 2509 3994 2228 3994 \n",
|
|
"Q 1941 3994 1786 3844 \n",
|
|
"Q 1631 3694 1631 3419 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-31 /><use xlink:href=#DejaVuSans-Bold-39 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-38 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(337.494071 74.675925) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-32 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-35 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-35 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=legend_1><g id=patch_5><path d="M 19.296 207.9954 \n",
|
|
"L 85.5864 207.9954 \n",
|
|
"Q 89.0424 207.9954 89.0424 204.5394 \n",
|
|
"L 89.0424 130.176 \n",
|
|
"Q 89.0424 126.72 85.5864 126.72 \n",
|
|
"L 19.296 126.72 \n",
|
|
"Q 15.84 126.72 15.84 130.176 \n",
|
|
"L 15.84 204.5394 \n",
|
|
"Q 15.84 207.9954 19.296 207.9954 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 22.752 146.7621 \n",
|
|
"L 57.312 146.7621 \n",
|
|
"L 57.312 134.6661 \n",
|
|
"L 22.752 134.6661 \n",
|
|
"z\n",
|
|
"" style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_4><g style="fill: #262626" transform="translate(71.136 146.7621) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g><g id=patch_7><path d="M 22.752 172.1259 \n",
|
|
"L 57.312 172.1259 \n",
|
|
"L 57.312 160.0299 \n",
|
|
"L 22.752 160.0299 \n",
|
|
"z\n",
|
|
"" style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_5><g style="fill: #262626" transform="translate(71.136 172.1259) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g><g id=patch_8><path d="M 22.752 197.4897 \n",
|
|
"L 57.312 197.4897 \n",
|
|
"L 57.312 185.3937 \n",
|
|
"L 22.752 185.3937 \n",
|
|
"z\n",
|
|
"" style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_6><g style="fill: #262626" transform="translate(71.136 197.4897) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g></g></g><defs><clippath id=pe915139f38><rect x=7.2 y=7.2 width=390.6 height=110.88 /></clippath></defs></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2645915639057369845bottom--2645915639057369845word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=2> 2 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=1> 1 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2645915639057369845bottom--2645915639057369845characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2645915639057369845unicode--2645915639057369845characters aria-controls=-2645915639057369845unicode--2645915639057369845characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-2645915639057369845unicode--2645915639057369845categories aria-controls=-2645915639057369845unicode--2645915639057369845categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-2645915639057369845unicode--2645915639057369845scripts aria-controls=-2645915639057369845unicode--2645915639057369845scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-2645915639057369845unicode--2645915639057369845blocks aria-controls=-2645915639057369845unicode--2645915639057369845blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2645915639057369845unicode--2645915639057369845characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=2> 2 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=1> 1 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2645915639057369845unicode--2645915639057369845categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=2> 2 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=1> 1 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2645915639057369845unicode--2645915639057369845scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=2> 2 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=1> 1 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2645915639057369845unicode--2645915639057369845blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>709</td><td><div class=bar style=width:100.0%> 55.1% </div></td></tr><tr class><td title=2> 2 </td><td>323</td><td><div class=bar style=width:45.6%> 25.1% </div></td></tr><tr class><td title=1> 1 </td><td>255</td><td><div class=bar style=width:36.0%> &nbsp; </div> 19.8% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-4350369662624287114></a><div class=variable><div class=col-sm-12><p class=h4 title=sex_encoded><a href=#pp_var_-4350369662624287114>sex_encoded</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.2%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> 1 </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 831&nbsp; </div></td></tr><tr class><th width=10%> 0 </th><td width=10%><div class=bar style=width:54.9% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 456&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--4350369662624287114, #minifreqtable-4350369662624287114" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--4350369662624287114 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-4350369662624287114bottom--4350369662624287114overview aria-controls=-4350369662624287114bottom--4350369662624287114overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-4350369662624287114bottom--4350369662624287114string aria-controls=-4350369662624287114bottom--4350369662624287114string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-4350369662624287114bottom--4350369662624287114word aria-controls=-4350369662624287114bottom--4350369662624287114word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-4350369662624287114bottom--4350369662624287114characters aria-controls=-4350369662624287114bottom--4350369662624287114characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-4350369662624287114bottom--4350369662624287114overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1287</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4350369662624287114bottom--4350369662624287114string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>831</td><td><div class=bar style=width:100.0%> 64.6% </div></td></tr><tr class><td title=0> 0 </td><td>456</td><td><div class=bar style=width:54.9%> 35.4% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:22.297899</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(116.601751 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-36 x=95.410156 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(195.11266 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-38 x=95.410156 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(273.623569 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(352.134478 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(430.645387 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-34 x=95.410156 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_6><g style="fill: #262626" transform="translate(44.5275 180.171011) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_7><g style="fill: #262626" transform="translate(31.8025 155.666361) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_8><g style="fill: #262626" transform="translate(31.8025 131.161711) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_9><g style="fill: #262626" transform="translate(31.8025 106.657062) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_10><g style="fill: #262626" transform="translate(31.8025 82.152412) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_11><g style="fill: #262626" transform="translate(25.44 57.647762) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_12><g style="fill: #262626" transform="translate(25.44 33.143112) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_13><g style="fill: #262626" transform="translate(19.152344 121.998552) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 176.371792 \n",
|
|
"L 473.572273 176.371792 \n",
|
|
"L 473.572273 18.684371 \n",
|
|
"L 81.017727 18.684371 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p39e92ee057) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 61.39 176.371792 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"" style="fill: none"/></g><g id=patch_7><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p39e92ee057><rect x=61.39 y=10.8 width=431.81 height=165.571792 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div><div class=row><div class=col-sm-12><h4 class=indent>Common Values (Plot)</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=405pt height=189.8316pt viewbox="0 0 405 189.8316" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:22.355926</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 189.8316 \n",
|
|
"L 405 189.8316 \n",
|
|
"L 405 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 7.2 108.84 \n",
|
|
"L 259.405594 108.84 \n",
|
|
"L 259.405594 16.44 \n",
|
|
"L 7.2 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p961622e351) style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_3><path d="M 259.405594 108.84 \n",
|
|
"L 397.8 108.84 \n",
|
|
"L 397.8 16.44 \n",
|
|
"L 259.405594 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p961622e351) style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_1><g style="fill: #ffffff" transform="translate(108.324422 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-36 transform=scale(0.015625) d="M 2316 2303 \n",
|
|
"Q 2000 2303 1842 2098 \n",
|
|
"Q 1684 1894 1684 1484 \n",
|
|
"Q 1684 1075 1842 870 \n",
|
|
"Q 2000 666 2316 666 \n",
|
|
"Q 2634 666 2792 870 \n",
|
|
"Q 2950 1075 2950 1484 \n",
|
|
"Q 2950 1894 2792 2098 \n",
|
|
"Q 2634 2303 2316 2303 \n",
|
|
"z\n",
|
|
"M 3803 4544 \n",
|
|
"L 3803 3681 \n",
|
|
"Q 3506 3822 3243 3889 \n",
|
|
"Q 2981 3956 2731 3956 \n",
|
|
"Q 2194 3956 1894 3657 \n",
|
|
"Q 1594 3359 1544 2772 \n",
|
|
"Q 1750 2925 1990 3001 \n",
|
|
"Q 2231 3078 2516 3078 \n",
|
|
"Q 3231 3078 3670 2659 \n",
|
|
"Q 4109 2241 4109 1563 \n",
|
|
"Q 4109 813 3618 361 \n",
|
|
"Q 3128 -91 2303 -91 \n",
|
|
"Q 1394 -91 895 523 \n",
|
|
"Q 397 1138 397 2266 \n",
|
|
"Q 397 3422 980 4083 \n",
|
|
"Q 1563 4744 2578 4744 \n",
|
|
"Q 2900 4744 3203 4694 \n",
|
|
"Q 3506 4644 3803 4544 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-34 transform=scale(0.015625) d="M 2356 3675 \n",
|
|
"L 1038 1722 \n",
|
|
"L 2356 1722 \n",
|
|
"L 2356 3675 \n",
|
|
"z\n",
|
|
"M 2156 4666 \n",
|
|
"L 3494 4666 \n",
|
|
"L 3494 1722 \n",
|
|
"L 4159 1722 \n",
|
|
"L 4159 850 \n",
|
|
"L 3494 850 \n",
|
|
"L 3494 0 \n",
|
|
"L 2356 0 \n",
|
|
"L 2356 850 \n",
|
|
"L 288 850 \n",
|
|
"L 288 1881 \n",
|
|
"L 2156 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-2e transform=scale(0.015625) d="M 653 1209 \n",
|
|
"L 1778 1209 \n",
|
|
"L 1778 0 \n",
|
|
"L 653 0 \n",
|
|
"L 653 1209 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-25 transform=scale(0.015625) d="M 4959 1925 \n",
|
|
"Q 4738 1925 4616 1733 \n",
|
|
"Q 4494 1541 4494 1184 \n",
|
|
"Q 4494 825 4614 633 \n",
|
|
"Q 4734 441 4959 441 \n",
|
|
"Q 5184 441 5303 633 \n",
|
|
"Q 5422 825 5422 1184 \n",
|
|
"Q 5422 1541 5301 1733 \n",
|
|
"Q 5181 1925 4959 1925 \n",
|
|
"z\n",
|
|
"M 4959 2450 \n",
|
|
"Q 5541 2450 5875 2112 \n",
|
|
"Q 6209 1775 6209 1184 \n",
|
|
"Q 6209 594 5875 251 \n",
|
|
"Q 5541 -91 4959 -91 \n",
|
|
"Q 4378 -91 4042 251 \n",
|
|
"Q 3706 594 3706 1184 \n",
|
|
"Q 3706 1772 4042 2111 \n",
|
|
"Q 4378 2450 4959 2450 \n",
|
|
"z\n",
|
|
"M 2094 -91 \n",
|
|
"L 1403 -91 \n",
|
|
"L 4319 4750 \n",
|
|
"L 5013 4750 \n",
|
|
"L 2094 -91 \n",
|
|
"z\n",
|
|
"M 1453 4750 \n",
|
|
"Q 2034 4750 2367 4411 \n",
|
|
"Q 2700 4072 2700 3481 \n",
|
|
"Q 2700 2891 2367 2550 \n",
|
|
"Q 2034 2209 1453 2209 \n",
|
|
"Q 872 2209 539 2550 \n",
|
|
"Q 206 2891 206 3481 \n",
|
|
"Q 206 4072 539 4411 \n",
|
|
"Q 872 4750 1453 4750 \n",
|
|
"z\n",
|
|
"M 1453 4225 \n",
|
|
"Q 1228 4225 1106 4031 \n",
|
|
"Q 984 3838 984 3481 \n",
|
|
"Q 984 3122 1106 2926 \n",
|
|
"Q 1228 2731 1453 2731 \n",
|
|
"Q 1678 2731 1798 2926 \n",
|
|
"Q 1919 3122 1919 3481 \n",
|
|
"Q 1919 3838 1797 4031 \n",
|
|
"Q 1675 4225 1453 4225 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-36 /><use xlink:href=#DejaVuSans-Bold-34 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-36 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(111.692672 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-28 transform=scale(0.015625) d="M 2413 -844 \n",
|
|
"L 1484 -844 \n",
|
|
"Q 1006 -72 778 623 \n",
|
|
"Q 550 1319 550 2003 \n",
|
|
"Q 550 2688 779 3389 \n",
|
|
"Q 1009 4091 1484 4856 \n",
|
|
"L 2413 4856 \n",
|
|
"Q 2013 4116 1813 3408 \n",
|
|
"Q 1613 2700 1613 2009 \n",
|
|
"Q 1613 1319 1811 609 \n",
|
|
"Q 2009 -100 2413 -844 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-38 transform=scale(0.015625) d="M 2228 2088 \n",
|
|
"Q 1891 2088 1709 1903 \n",
|
|
"Q 1528 1719 1528 1375 \n",
|
|
"Q 1528 1031 1709 848 \n",
|
|
"Q 1891 666 2228 666 \n",
|
|
"Q 2563 666 2741 848 \n",
|
|
"Q 2919 1031 2919 1375 \n",
|
|
"Q 2919 1722 2741 1905 \n",
|
|
"Q 2563 2088 2228 2088 \n",
|
|
"z\n",
|
|
"M 1350 2484 \n",
|
|
"Q 925 2613 709 2878 \n",
|
|
"Q 494 3144 494 3541 \n",
|
|
"Q 494 4131 934 4440 \n",
|
|
"Q 1375 4750 2228 4750 \n",
|
|
"Q 3075 4750 3515 4442 \n",
|
|
"Q 3956 4134 3956 3541 \n",
|
|
"Q 3956 3144 3739 2878 \n",
|
|
"Q 3522 2613 3097 2484 \n",
|
|
"Q 3572 2353 3814 2058 \n",
|
|
"Q 4056 1763 4056 1313 \n",
|
|
"Q 4056 619 3595 264 \n",
|
|
"Q 3134 -91 2228 -91 \n",
|
|
"Q 1319 -91 855 264 \n",
|
|
"Q 391 619 391 1313 \n",
|
|
"Q 391 1763 633 2058 \n",
|
|
"Q 875 2353 1350 2484 \n",
|
|
"z\n",
|
|
"M 1631 3419 \n",
|
|
"Q 1631 3141 1786 2991 \n",
|
|
"Q 1941 2841 2228 2841 \n",
|
|
"Q 2509 2841 2662 2991 \n",
|
|
"Q 2816 3141 2816 3419 \n",
|
|
"Q 2816 3697 2662 3845 \n",
|
|
"Q 2509 3994 2228 3994 \n",
|
|
"Q 1941 3994 1786 3844 \n",
|
|
"Q 1631 3694 1631 3419 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-33 transform=scale(0.015625) d="M 2981 2516 \n",
|
|
"Q 3453 2394 3698 2092 \n",
|
|
"Q 3944 1791 3944 1325 \n",
|
|
"Q 3944 631 3412 270 \n",
|
|
"Q 2881 -91 1863 -91 \n",
|
|
"Q 1503 -91 1142 -33 \n",
|
|
"Q 781 25 428 141 \n",
|
|
"L 428 1069 \n",
|
|
"Q 766 900 1098 814 \n",
|
|
"Q 1431 728 1753 728 \n",
|
|
"Q 2231 728 2486 893 \n",
|
|
"Q 2741 1059 2741 1369 \n",
|
|
"Q 2741 1688 2480 1852 \n",
|
|
"Q 2219 2016 1709 2016 \n",
|
|
"L 1228 2016 \n",
|
|
"L 1228 2791 \n",
|
|
"L 1734 2791 \n",
|
|
"Q 2188 2791 2409 2933 \n",
|
|
"Q 2631 3075 2631 3366 \n",
|
|
"Q 2631 3634 2415 3781 \n",
|
|
"Q 2200 3928 1806 3928 \n",
|
|
"Q 1516 3928 1219 3862 \n",
|
|
"Q 922 3797 628 3669 \n",
|
|
"L 628 4550 \n",
|
|
"Q 984 4650 1334 4700 \n",
|
|
"Q 1684 4750 2022 4750 \n",
|
|
"Q 2931 4750 3382 4451 \n",
|
|
"Q 3834 4153 3834 3553 \n",
|
|
"Q 3834 3144 3618 2883 \n",
|
|
"Q 3403 2622 2981 2516 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-31 transform=scale(0.015625) d="M 750 831 \n",
|
|
"L 1813 831 \n",
|
|
"L 1813 3847 \n",
|
|
"L 722 3622 \n",
|
|
"L 722 4441 \n",
|
|
"L 1806 4666 \n",
|
|
"L 2950 4666 \n",
|
|
"L 2950 831 \n",
|
|
"L 4013 831 \n",
|
|
"L 4013 0 \n",
|
|
"L 750 0 \n",
|
|
"L 750 831 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-29 transform=scale(0.015625) d="M 513 -844 \n",
|
|
"Q 913 -100 1113 609 \n",
|
|
"Q 1313 1319 1313 2009 \n",
|
|
"Q 1313 2700 1113 3408 \n",
|
|
"Q 913 4116 513 4856 \n",
|
|
"L 1441 4856 \n",
|
|
"Q 1916 4091 2145 3389 \n",
|
|
"Q 2375 2688 2375 2003 \n",
|
|
"Q 2375 1319 2147 623 \n",
|
|
"Q 1919 -72 1441 -844 \n",
|
|
"L 513 -844 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-38 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-33 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-31 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_2><g style="fill: #ffffff" transform="translate(303.624422 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-35 transform=scale(0.015625) d="M 678 4666 \n",
|
|
"L 3669 4666 \n",
|
|
"L 3669 3781 \n",
|
|
"L 1638 3781 \n",
|
|
"L 1638 3059 \n",
|
|
"Q 1775 3097 1914 3117 \n",
|
|
"Q 2053 3138 2203 3138 \n",
|
|
"Q 3056 3138 3531 2711 \n",
|
|
"Q 4006 2284 4006 1522 \n",
|
|
"Q 4006 766 3489 337 \n",
|
|
"Q 2972 -91 2053 -91 \n",
|
|
"Q 1656 -91 1267 -14 \n",
|
|
"Q 878 63 494 219 \n",
|
|
"L 494 1166 \n",
|
|
"Q 875 947 1217 837 \n",
|
|
"Q 1559 728 1863 728 \n",
|
|
"Q 2300 728 2551 942 \n",
|
|
"Q 2803 1156 2803 1522 \n",
|
|
"Q 2803 1891 2551 2103 \n",
|
|
"Q 2300 2316 1863 2316 \n",
|
|
"Q 1603 2316 1309 2248 \n",
|
|
"Q 1016 2181 678 2041 \n",
|
|
"L 678 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-33 /><use xlink:href=#DejaVuSans-Bold-35 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-34 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(306.992672 74.675925) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-34 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-35 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-36 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=legend_1><g id=patch_4><path d="M 19.296 182.6316 \n",
|
|
"L 85.5864 182.6316 \n",
|
|
"Q 89.0424 182.6316 89.0424 179.1756 \n",
|
|
"L 89.0424 130.176 \n",
|
|
"Q 89.0424 126.72 85.5864 126.72 \n",
|
|
"L 19.296 126.72 \n",
|
|
"Q 15.84 126.72 15.84 130.176 \n",
|
|
"L 15.84 179.1756 \n",
|
|
"Q 15.84 182.6316 19.296 182.6316 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 22.752 146.7621 \n",
|
|
"L 57.312 146.7621 \n",
|
|
"L 57.312 134.6661 \n",
|
|
"L 22.752 134.6661 \n",
|
|
"z\n",
|
|
"" style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_3><g style="fill: #262626" transform="translate(71.136 146.7621) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g><g id=patch_6><path d="M 22.752 172.1259 \n",
|
|
"L 57.312 172.1259 \n",
|
|
"L 57.312 160.0299 \n",
|
|
"L 22.752 160.0299 \n",
|
|
"z\n",
|
|
"" style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_4><g style="fill: #262626" transform="translate(71.136 172.1259) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g></g></g><defs><clippath id=p961622e351><rect x=7.2 y=7.2 width=390.6 height=110.88 /></clippath></defs></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4350369662624287114bottom--4350369662624287114word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>831</td><td><div class=bar style=width:100.0%> 64.6% </div></td></tr><tr class><td title=0> 0 </td><td>456</td><td><div class=bar style=width:54.9%> 35.4% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4350369662624287114bottom--4350369662624287114characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-4350369662624287114unicode--4350369662624287114characters aria-controls=-4350369662624287114unicode--4350369662624287114characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-4350369662624287114unicode--4350369662624287114categories aria-controls=-4350369662624287114unicode--4350369662624287114categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-4350369662624287114unicode--4350369662624287114scripts aria-controls=-4350369662624287114unicode--4350369662624287114scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-4350369662624287114unicode--4350369662624287114blocks aria-controls=-4350369662624287114unicode--4350369662624287114blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-4350369662624287114unicode--4350369662624287114characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>831</td><td><div class=bar style=width:100.0%> 64.6% </div></td></tr><tr class><td title=0> 0 </td><td>456</td><td><div class=bar style=width:54.9%> 35.4% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4350369662624287114unicode--4350369662624287114categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>831</td><td><div class=bar style=width:100.0%> 64.6% </div></td></tr><tr class><td title=0> 0 </td><td>456</td><td><div class=bar style=width:54.9%> 35.4% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4350369662624287114unicode--4350369662624287114scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>831</td><td><div class=bar style=width:100.0%> 64.6% </div></td></tr><tr class><td title=0> 0 </td><td>456</td><td><div class=bar style=width:54.9%> 35.4% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-4350369662624287114unicode--4350369662624287114blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>831</td><td><div class=bar style=width:100.0%> 64.6% </div></td></tr><tr class><td title=0> 0 </td><td>456</td><td><div class=bar style=width:54.9%> 35.4% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_7178293480460788874></a><div class=variable><div class=col-sm-12><p class=h4 title=embarked_encoded><a href=#pp_var_7178293480460788874>embarked_encoded</a><br><small>Categorical</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.3%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">10.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> 3 </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 894&nbsp; </div></td></tr><tr class><th width=10%> 1 </th><td width=10%><div class=bar style=width:30.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 269&nbsp; </div></td></tr><tr class><th width=10%> 2 </th><td width=10%><div class=bar style=width:13.6% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 122&nbsp; </div></td></tr><tr class><th width=10%> 0 </th><td width=10%><div class=bar style=width:0.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500> &nbsp; </div> 2 </td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-7178293480460788874, #minifreqtable7178293480460788874" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-7178293480460788874 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#7178293480460788874bottom-7178293480460788874overview aria-controls=7178293480460788874bottom-7178293480460788874overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#7178293480460788874bottom-7178293480460788874string aria-controls=7178293480460788874bottom-7178293480460788874string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#7178293480460788874bottom-7178293480460788874word aria-controls=7178293480460788874bottom-7178293480460788874word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#7178293480460788874bottom-7178293480460788874characters aria-controls=7178293480460788874bottom-7178293480460788874characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=7178293480460788874bottom-7178293480460788874overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Median length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Mean length</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Min length</th><td style="white-space:pre white-space:nowrap">1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td style="white-space:pre white-space:nowrap">1287</td></tr><tr><th>Distinct characters</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Distinct categories</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space:pre white-space:nowrap">1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td style="white-space:pre white-space:nowrap">0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>2nd row</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>3rd row</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>4th row</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>5th row</th><td style="white-space:pre white-space:nowrap">3</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7178293480460788874bottom-7178293480460788874string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>894</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title=1> 1 </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=2> 2 </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr><tr class><td title=0> 0 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:22.418820</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 216 \n",
|
|
"L 504 216 \n",
|
|
"L 504 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"L 61.39 10.8 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(116.601751 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-36 x=95.410156 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(195.11266 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-38 x=95.410156 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(273.623569 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(352.134478 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(430.645387 203.489906) rotate(-45) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-34 x=95.410156 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_6><g style="fill: #262626" transform="translate(44.5275 180.171011) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_7><g style="fill: #262626" transform="translate(31.8025 155.666361) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_8><g style="fill: #262626" transform="translate(31.8025 131.161711) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_9><g style="fill: #262626" transform="translate(31.8025 106.657062) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_10><g style="fill: #262626" transform="translate(31.8025 82.152412) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_11><g style="fill: #262626" transform="translate(25.44 57.647762) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_12><g style="fill: #262626" transform="translate(25.44 33.143112) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_13><g style="fill: #262626" transform="translate(19.152344 121.998552) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666 \n",
|
|
"L 3309 4666 \n",
|
|
"L 3309 4134 \n",
|
|
"L 1259 4134 \n",
|
|
"L 1259 2759 \n",
|
|
"L 3109 2759 \n",
|
|
"L 3109 2228 \n",
|
|
"L 1259 2228 \n",
|
|
"L 1259 0 \n",
|
|
"L 628 0 \n",
|
|
"L 628 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
"M 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 -1331 \n",
|
|
"L 2906 -1331 \n",
|
|
"L 2906 525 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-46 /><use xlink:href=#DejaVuSans-72 x=50.269531 /><use xlink:href=#DejaVuSans-65 x=89.132812 /><use xlink:href=#DejaVuSans-71 x=150.65625 /><use xlink:href=#DejaVuSans-75 x=214.132812 /><use xlink:href=#DejaVuSans-65 x=277.511719 /><use xlink:href=#DejaVuSans-6e x=339.035156 /><use xlink:href=#DejaVuSans-63 x=402.414062 /><use xlink:href=#DejaVuSans-79 x=457.394531 /></g></g></g><g id=patch_3><path d="M 81.017727 176.371792 \n",
|
|
"L 473.572273 176.371792 \n",
|
|
"L 473.572273 18.684371 \n",
|
|
"L 81.017727 18.684371 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p6c8714c125) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 61.39 176.371792 \n",
|
|
"L 61.39 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 493.2 176.371792 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 61.39 176.371792 \n",
|
|
"L 493.2 176.371792 \n",
|
|
"" style="fill: none"/></g><g id=patch_7><path d="M 61.39 10.8 \n",
|
|
"L 493.2 10.8 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p6c8714c125><rect x=61.39 y=10.8 width=431.81 height=165.571792 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div><div class=row><div class=col-sm-12><h4 class=indent>Common Values (Plot)</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=405pt height=240.5592pt viewbox="0 0 405 240.5592" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:22.483291</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 240.5592 \n",
|
|
"L 405 240.5592 \n",
|
|
"L 405 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 7.2 108.84 \n",
|
|
"L 278.525874 108.84 \n",
|
|
"L 278.525874 16.44 \n",
|
|
"L 7.2 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pf770a071ce) style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_3><path d="M 278.525874 108.84 \n",
|
|
"L 360.166434 108.84 \n",
|
|
"L 360.166434 16.44 \n",
|
|
"L 278.525874 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pf770a071ce) style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 360.166434 108.84 \n",
|
|
"L 397.193007 108.84 \n",
|
|
"L 397.193007 16.44 \n",
|
|
"L 360.166434 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pf770a071ce) style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 397.193007 108.84 \n",
|
|
"L 397.8 108.84 \n",
|
|
"L 397.8 16.44 \n",
|
|
"L 397.193007 16.44 \n",
|
|
"z\n",
|
|
"" clip-path=url(#pf770a071ce) style="fill: #d62728; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_1><g style="fill: #ffffff" transform="translate(117.884562 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-36 transform=scale(0.015625) d="M 2316 2303 \n",
|
|
"Q 2000 2303 1842 2098 \n",
|
|
"Q 1684 1894 1684 1484 \n",
|
|
"Q 1684 1075 1842 870 \n",
|
|
"Q 2000 666 2316 666 \n",
|
|
"Q 2634 666 2792 870 \n",
|
|
"Q 2950 1075 2950 1484 \n",
|
|
"Q 2950 1894 2792 2098 \n",
|
|
"Q 2634 2303 2316 2303 \n",
|
|
"z\n",
|
|
"M 3803 4544 \n",
|
|
"L 3803 3681 \n",
|
|
"Q 3506 3822 3243 3889 \n",
|
|
"Q 2981 3956 2731 3956 \n",
|
|
"Q 2194 3956 1894 3657 \n",
|
|
"Q 1594 3359 1544 2772 \n",
|
|
"Q 1750 2925 1990 3001 \n",
|
|
"Q 2231 3078 2516 3078 \n",
|
|
"Q 3231 3078 3670 2659 \n",
|
|
"Q 4109 2241 4109 1563 \n",
|
|
"Q 4109 813 3618 361 \n",
|
|
"Q 3128 -91 2303 -91 \n",
|
|
"Q 1394 -91 895 523 \n",
|
|
"Q 397 1138 397 2266 \n",
|
|
"Q 397 3422 980 4083 \n",
|
|
"Q 1563 4744 2578 4744 \n",
|
|
"Q 2900 4744 3203 4694 \n",
|
|
"Q 3506 4644 3803 4544 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-39 transform=scale(0.015625) d="M 641 103 \n",
|
|
"L 641 966 \n",
|
|
"Q 928 831 1190 764 \n",
|
|
"Q 1453 697 1709 697 \n",
|
|
"Q 2247 697 2547 995 \n",
|
|
"Q 2847 1294 2900 1881 \n",
|
|
"Q 2688 1725 2447 1647 \n",
|
|
"Q 2206 1569 1925 1569 \n",
|
|
"Q 1209 1569 770 1986 \n",
|
|
"Q 331 2403 331 3084 \n",
|
|
"Q 331 3838 820 4291 \n",
|
|
"Q 1309 4744 2131 4744 \n",
|
|
"Q 3044 4744 3544 4128 \n",
|
|
"Q 4044 3513 4044 2388 \n",
|
|
"Q 4044 1231 3459 570 \n",
|
|
"Q 2875 -91 1856 -91 \n",
|
|
"Q 1528 -91 1228 -42 \n",
|
|
"Q 928 6 641 103 \n",
|
|
"z\n",
|
|
"M 2125 2350 \n",
|
|
"Q 2441 2350 2600 2554 \n",
|
|
"Q 2759 2759 2759 3169 \n",
|
|
"Q 2759 3575 2600 3781 \n",
|
|
"Q 2441 3988 2125 3988 \n",
|
|
"Q 1809 3988 1650 3781 \n",
|
|
"Q 1491 3575 1491 3169 \n",
|
|
"Q 1491 2759 1650 2554 \n",
|
|
"Q 1809 2350 2125 2350 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-2e transform=scale(0.015625) d="M 653 1209 \n",
|
|
"L 1778 1209 \n",
|
|
"L 1778 0 \n",
|
|
"L 653 0 \n",
|
|
"L 653 1209 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-35 transform=scale(0.015625) d="M 678 4666 \n",
|
|
"L 3669 4666 \n",
|
|
"L 3669 3781 \n",
|
|
"L 1638 3781 \n",
|
|
"L 1638 3059 \n",
|
|
"Q 1775 3097 1914 3117 \n",
|
|
"Q 2053 3138 2203 3138 \n",
|
|
"Q 3056 3138 3531 2711 \n",
|
|
"Q 4006 2284 4006 1522 \n",
|
|
"Q 4006 766 3489 337 \n",
|
|
"Q 2972 -91 2053 -91 \n",
|
|
"Q 1656 -91 1267 -14 \n",
|
|
"Q 878 63 494 219 \n",
|
|
"L 494 1166 \n",
|
|
"Q 875 947 1217 837 \n",
|
|
"Q 1559 728 1863 728 \n",
|
|
"Q 2300 728 2551 942 \n",
|
|
"Q 2803 1156 2803 1522 \n",
|
|
"Q 2803 1891 2551 2103 \n",
|
|
"Q 2300 2316 1863 2316 \n",
|
|
"Q 1603 2316 1309 2248 \n",
|
|
"Q 1016 2181 678 2041 \n",
|
|
"L 678 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-25 transform=scale(0.015625) d="M 4959 1925 \n",
|
|
"Q 4738 1925 4616 1733 \n",
|
|
"Q 4494 1541 4494 1184 \n",
|
|
"Q 4494 825 4614 633 \n",
|
|
"Q 4734 441 4959 441 \n",
|
|
"Q 5184 441 5303 633 \n",
|
|
"Q 5422 825 5422 1184 \n",
|
|
"Q 5422 1541 5301 1733 \n",
|
|
"Q 5181 1925 4959 1925 \n",
|
|
"z\n",
|
|
"M 4959 2450 \n",
|
|
"Q 5541 2450 5875 2112 \n",
|
|
"Q 6209 1775 6209 1184 \n",
|
|
"Q 6209 594 5875 251 \n",
|
|
"Q 5541 -91 4959 -91 \n",
|
|
"Q 4378 -91 4042 251 \n",
|
|
"Q 3706 594 3706 1184 \n",
|
|
"Q 3706 1772 4042 2111 \n",
|
|
"Q 4378 2450 4959 2450 \n",
|
|
"z\n",
|
|
"M 2094 -91 \n",
|
|
"L 1403 -91 \n",
|
|
"L 4319 4750 \n",
|
|
"L 5013 4750 \n",
|
|
"L 2094 -91 \n",
|
|
"z\n",
|
|
"M 1453 4750 \n",
|
|
"Q 2034 4750 2367 4411 \n",
|
|
"Q 2700 4072 2700 3481 \n",
|
|
"Q 2700 2891 2367 2550 \n",
|
|
"Q 2034 2209 1453 2209 \n",
|
|
"Q 872 2209 539 2550 \n",
|
|
"Q 206 2891 206 3481 \n",
|
|
"Q 206 4072 539 4411 \n",
|
|
"Q 872 4750 1453 4750 \n",
|
|
"z\n",
|
|
"M 1453 4225 \n",
|
|
"Q 1228 4225 1106 4031 \n",
|
|
"Q 984 3838 984 3481 \n",
|
|
"Q 984 3122 1106 2926 \n",
|
|
"Q 1228 2731 1453 2731 \n",
|
|
"Q 1678 2731 1798 2926 \n",
|
|
"Q 1919 3122 1919 3481 \n",
|
|
"Q 1919 3838 1797 4031 \n",
|
|
"Q 1675 4225 1453 4225 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-36 /><use xlink:href=#DejaVuSans-Bold-39 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-35 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(121.252812 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-28 transform=scale(0.015625) d="M 2413 -844 \n",
|
|
"L 1484 -844 \n",
|
|
"Q 1006 -72 778 623 \n",
|
|
"Q 550 1319 550 2003 \n",
|
|
"Q 550 2688 779 3389 \n",
|
|
"Q 1009 4091 1484 4856 \n",
|
|
"L 2413 4856 \n",
|
|
"Q 2013 4116 1813 3408 \n",
|
|
"Q 1613 2700 1613 2009 \n",
|
|
"Q 1613 1319 1811 609 \n",
|
|
"Q 2009 -100 2413 -844 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-38 transform=scale(0.015625) d="M 2228 2088 \n",
|
|
"Q 1891 2088 1709 1903 \n",
|
|
"Q 1528 1719 1528 1375 \n",
|
|
"Q 1528 1031 1709 848 \n",
|
|
"Q 1891 666 2228 666 \n",
|
|
"Q 2563 666 2741 848 \n",
|
|
"Q 2919 1031 2919 1375 \n",
|
|
"Q 2919 1722 2741 1905 \n",
|
|
"Q 2563 2088 2228 2088 \n",
|
|
"z\n",
|
|
"M 1350 2484 \n",
|
|
"Q 925 2613 709 2878 \n",
|
|
"Q 494 3144 494 3541 \n",
|
|
"Q 494 4131 934 4440 \n",
|
|
"Q 1375 4750 2228 4750 \n",
|
|
"Q 3075 4750 3515 4442 \n",
|
|
"Q 3956 4134 3956 3541 \n",
|
|
"Q 3956 3144 3739 2878 \n",
|
|
"Q 3522 2613 3097 2484 \n",
|
|
"Q 3572 2353 3814 2058 \n",
|
|
"Q 4056 1763 4056 1313 \n",
|
|
"Q 4056 619 3595 264 \n",
|
|
"Q 3134 -91 2228 -91 \n",
|
|
"Q 1319 -91 855 264 \n",
|
|
"Q 391 619 391 1313 \n",
|
|
"Q 391 1763 633 2058 \n",
|
|
"Q 875 2353 1350 2484 \n",
|
|
"z\n",
|
|
"M 1631 3419 \n",
|
|
"Q 1631 3141 1786 2991 \n",
|
|
"Q 1941 2841 2228 2841 \n",
|
|
"Q 2509 2841 2662 2991 \n",
|
|
"Q 2816 3141 2816 3419 \n",
|
|
"Q 2816 3697 2662 3845 \n",
|
|
"Q 2509 3994 2228 3994 \n",
|
|
"Q 1941 3994 1786 3844 \n",
|
|
"Q 1631 3694 1631 3419 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-34 transform=scale(0.015625) d="M 2356 3675 \n",
|
|
"L 1038 1722 \n",
|
|
"L 2356 1722 \n",
|
|
"L 2356 3675 \n",
|
|
"z\n",
|
|
"M 2156 4666 \n",
|
|
"L 3494 4666 \n",
|
|
"L 3494 1722 \n",
|
|
"L 4159 1722 \n",
|
|
"L 4159 850 \n",
|
|
"L 3494 850 \n",
|
|
"L 3494 0 \n",
|
|
"L 2356 0 \n",
|
|
"L 2356 850 \n",
|
|
"L 288 850 \n",
|
|
"L 288 1881 \n",
|
|
"L 2156 4666 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-29 transform=scale(0.015625) d="M 513 -844 \n",
|
|
"Q 913 -100 1113 609 \n",
|
|
"Q 1313 1319 1313 2009 \n",
|
|
"Q 1313 2700 1113 3408 \n",
|
|
"Q 913 4116 513 4856 \n",
|
|
"L 1441 4856 \n",
|
|
"Q 1916 4091 2145 3389 \n",
|
|
"Q 2375 2688 2375 2003 \n",
|
|
"Q 2375 1319 2147 623 \n",
|
|
"Q 1919 -72 1441 -844 \n",
|
|
"L 513 -844 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-38 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-39 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-34 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_2><g style="fill: #ffffff" transform="translate(294.367779 58.551075) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-32 transform=scale(0.015625) d="M 1844 884 \n",
|
|
"L 3897 884 \n",
|
|
"L 3897 0 \n",
|
|
"L 506 0 \n",
|
|
"L 506 884 \n",
|
|
"L 2209 2388 \n",
|
|
"Q 2438 2594 2547 2791 \n",
|
|
"Q 2656 2988 2656 3200 \n",
|
|
"Q 2656 3528 2436 3728 \n",
|
|
"Q 2216 3928 1850 3928 \n",
|
|
"Q 1569 3928 1234 3808 \n",
|
|
"Q 900 3688 519 3450 \n",
|
|
"L 519 4475 \n",
|
|
"Q 925 4609 1322 4679 \n",
|
|
"Q 1719 4750 2100 4750 \n",
|
|
"Q 2938 4750 3402 4381 \n",
|
|
"Q 3866 4013 3866 3353 \n",
|
|
"Q 3866 2972 3669 2642 \n",
|
|
"Q 3472 2313 2841 1759 \n",
|
|
"L 1844 884 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-Bold-30 transform=scale(0.015625) d="M 2944 2338 \n",
|
|
"Q 2944 3213 2780 3570 \n",
|
|
"Q 2616 3928 2228 3928 \n",
|
|
"Q 1841 3928 1675 3570 \n",
|
|
"Q 1509 3213 1509 2338 \n",
|
|
"Q 1509 1453 1675 1090 \n",
|
|
"Q 1841 728 2228 728 \n",
|
|
"Q 2613 728 2778 1090 \n",
|
|
"Q 2944 1453 2944 2338 \n",
|
|
"z\n",
|
|
"M 4147 2328 \n",
|
|
"Q 4147 1169 3647 539 \n",
|
|
"Q 3147 -91 2228 -91 \n",
|
|
"Q 1306 -91 806 539 \n",
|
|
"Q 306 1169 306 2328 \n",
|
|
"Q 306 3491 806 4120 \n",
|
|
"Q 1306 4750 2228 4750 \n",
|
|
"Q 3147 4750 3647 4120 \n",
|
|
"Q 4147 3491 4147 2328 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-32 /><use xlink:href=#DejaVuSans-Bold-30 x=69.580078 /><use xlink:href=#DejaVuSans-Bold-2e x=139.160156 /><use xlink:href=#DejaVuSans-Bold-39 x=177.148438 /><use xlink:href=#DejaVuSans-Bold-25 x=246.728516 /></g><g style="fill: #ffffff" transform="translate(297.736029 74.675925) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-32 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-36 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-39 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=text_3><g style="fill: #ffffff" transform="translate(358.71097 58.551075) scale(0.144 -0.144)"><use xlink:href=#DejaVuSans-Bold-39 /><use xlink:href=#DejaVuSans-Bold-2e x=69.580078 /><use xlink:href=#DejaVuSans-Bold-35 x=107.568359 /><use xlink:href=#DejaVuSans-Bold-25 x=177.148438 /></g><g style="fill: #ffffff" transform="translate(357.069595 74.675925) scale(0.144 -0.144)"><defs><path id=DejaVuSans-Bold-31 transform=scale(0.015625) d="M 750 831 \n",
|
|
"L 1813 831 \n",
|
|
"L 1813 3847 \n",
|
|
"L 722 3622 \n",
|
|
"L 722 4441 \n",
|
|
"L 1806 4666 \n",
|
|
"L 2950 4666 \n",
|
|
"L 2950 831 \n",
|
|
"L 4013 831 \n",
|
|
"L 4013 0 \n",
|
|
"L 750 0 \n",
|
|
"L 750 831 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-Bold-28 /><use xlink:href=#DejaVuSans-Bold-31 x=45.703125 /><use xlink:href=#DejaVuSans-Bold-32 x=115.283203 /><use xlink:href=#DejaVuSans-Bold-32 x=184.863281 /><use xlink:href=#DejaVuSans-Bold-29 x=254.443359 /></g></g><g id=legend_1><g id=patch_6><path d="M 19.296 233.3592 \n",
|
|
"L 85.5864 233.3592 \n",
|
|
"Q 89.0424 233.3592 89.0424 229.9032 \n",
|
|
"L 89.0424 130.176 \n",
|
|
"Q 89.0424 126.72 85.5864 126.72 \n",
|
|
"L 19.296 126.72 \n",
|
|
"Q 15.84 126.72 15.84 130.176 \n",
|
|
"L 15.84 229.9032 \n",
|
|
"Q 15.84 233.3592 19.296 233.3592 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 22.752 146.7621 \n",
|
|
"L 57.312 146.7621 \n",
|
|
"L 57.312 134.6661 \n",
|
|
"L 22.752 134.6661 \n",
|
|
"z\n",
|
|
"" style="fill: #1f77b4; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_4><g style="fill: #262626" transform="translate(71.136 146.7621) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g><g id=patch_8><path d="M 22.752 172.1259 \n",
|
|
"L 57.312 172.1259 \n",
|
|
"L 57.312 160.0299 \n",
|
|
"L 22.752 160.0299 \n",
|
|
"z\n",
|
|
"" style="fill: #ff7f0e; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_5><g style="fill: #262626" transform="translate(71.136 172.1259) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g><g id=patch_9><path d="M 22.752 197.4897 \n",
|
|
"L 57.312 197.4897 \n",
|
|
"L 57.312 185.3937 \n",
|
|
"L 22.752 185.3937 \n",
|
|
"z\n",
|
|
"" style="fill: #2ca02c; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_6><g style="fill: #262626" transform="translate(71.136 197.4897) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g><g id=patch_10><path d="M 22.752 222.8535 \n",
|
|
"L 57.312 222.8535 \n",
|
|
"L 57.312 210.7575 \n",
|
|
"L 22.752 210.7575 \n",
|
|
"z\n",
|
|
"" style="fill: #d62728; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=text_7><g style="fill: #262626" transform="translate(71.136 222.8535) scale(0.1728 -0.1728)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g></g></g><defs><clippath id=pf770a071ce><rect x=7.2 y=7.2 width=390.6 height=110.88 /></clippath></defs></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7178293480460788874bottom-7178293480460788874word><div class=col-sm-12><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>894</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title=1> 1 </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=2> 2 </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr><tr class><td title=0> 0 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7178293480460788874bottom-7178293480460788874characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#7178293480460788874unicode-7178293480460788874characters aria-controls=7178293480460788874unicode-7178293480460788874characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#7178293480460788874unicode-7178293480460788874categories aria-controls=7178293480460788874unicode-7178293480460788874categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#7178293480460788874unicode-7178293480460788874scripts aria-controls=7178293480460788874unicode-7178293480460788874scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#7178293480460788874unicode-7178293480460788874blocks aria-controls=7178293480460788874unicode-7178293480460788874blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=7178293480460788874unicode-7178293480460788874characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>894</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title=1> 1 </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=2> 2 </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr><tr class><td title=0> 0 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7178293480460788874unicode-7178293480460788874categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-12><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>894</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title=1> 1 </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=2> 2 </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr><tr class><td title=0> 0 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7178293480460788874unicode-7178293480460788874scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-12><h5><em>Common</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>894</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title=1> 1 </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=2> 2 </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr><tr class><td title=0> 0 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7178293480460788874unicode-7178293480460788874blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1287</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-12><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>894</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title=1> 1 </td><td>269</td><td><div class=bar style=width:30.1%> &nbsp; </div> 20.9% </td></tr><tr class><td title=2> 2 </td><td>122</td><td><div class=bar style=width:13.6%> &nbsp; </div> 9.5% </td></tr><tr class><td title=0> 0 </td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row header"><a class=anchor-pos id=interactions></a><h1 class=page-header>Interactions</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#interactions-interactions_id aria-controls=interactions-interactions_id role=tab data-toggle=tab>id</a></li><li role=presentation><a href=#interactions-interactions_age aria-controls=interactions-interactions_age role=tab data-toggle=tab>age</a></li><li role=presentation><a href=#interactions-interactions_sibsp aria-controls=interactions-interactions_sibsp role=tab data-toggle=tab>sibsp</a></li><li role=presentation><a href=#interactions-interactions_parch aria-controls=interactions-interactions_parch role=tab data-toggle=tab>parch</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=interactions-interactions_id><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#interactions_id-interactions_id_parch aria-controls=interactions_id-interactions_id_parch role=tab data-toggle=tab>parch</a></li><li role=presentation><a href=#interactions_id-interactions_id_id aria-controls=interactions_id-interactions_id_id role=tab data-toggle=tab>id</a></li><li role=presentation><a href=#interactions_id-interactions_id_age aria-controls=interactions_id-interactions_id_age role=tab data-toggle=tab>age</a></li><li role=presentation><a href=#interactions_id-interactions_id_sibsp aria-controls=interactions_id-interactions_id_sibsp role=tab data-toggle=tab>sibsp</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=interactions_id-interactions_id_parch><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.393375</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(88.799401 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(144.488611 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(206.54032 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(268.59203 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(330.643739 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(389.514199 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(451.565909 370.538437) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_8><g style="fill: #262626" transform="translate(290.180391 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_9><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_10><g style="fill: #262626" transform="translate(55.1375 280.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_3><g id=text_11><g style="fill: #262626" transform="translate(55.1375 219.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_4><g id=text_12><g style="fill: #262626" transform="translate(55.1375 157.579219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_5><g id=text_13><g style="fill: #262626" transform="translate(55.1375 95.979219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_14><g style="fill: #262626" transform="translate(48.849844 215.489141) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_c03c4c7f7c d="M 105.507924 -51.645 \n",
|
|
"L 105.507924 -63.195 \n",
|
|
"L 91.980651 -68.97 \n",
|
|
"L 78.453378 -63.195 \n",
|
|
"L 78.453378 -51.645 \n",
|
|
"L 91.980651 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=396 style="fill: #9dbdd8; stroke: #9dbdd8; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=361.35 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=326.7 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=0.310258 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=396 style="fill: #669bc7; stroke: #669bc7; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=361.35 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=326.7 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=27.364804 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=396 style="fill: #4587bc; stroke: #4587bc; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=361.35 style="fill: #d1dee9; stroke: #d1dee9; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=54.419349 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=396 style="fill: #4a8abe; stroke: #4a8abe; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=361.35 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=326.7 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=81.473895 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=396 style="fill: #6299c6; stroke: #6299c6; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=361.35 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=326.7 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=108.52844 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=396 style="fill: #5d95c4; stroke: #5d95c4; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=361.35 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=326.7 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=135.582985 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=396 style="fill: #75a4cb; stroke: #75a4cb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=361.35 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=326.7 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=162.637531 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=396 style="fill: #75a4cb; stroke: #75a4cb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=361.35 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=326.7 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=189.692076 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=396 style="fill: #4788bd; stroke: #4788bd; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=361.35 style="fill: #d1dee9; stroke: #d1dee9; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=326.7 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=216.746622 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=396 style="fill: #5591c2; stroke: #5591c2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=361.35 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=326.7 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=243.801167 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=396 style="fill: #4084bb; stroke: #4084bb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=361.35 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=326.7 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=270.855713 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=396 style="fill: #4084bb; stroke: #4084bb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=361.35 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=326.7 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=297.910258 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=361.35 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=326.7 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=324.964804 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=396 style="fill: #72a3cb; stroke: #72a3cb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=361.35 style="fill: #c1d3e4; stroke: #c1d3e4; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=326.7 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=352.019349 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=396 style="fill: #5591c2; stroke: #5591c2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=361.35 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=326.7 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=379.073895 y=118.8 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=396 style="fill: #8fb4d4; stroke: #8fb4d4; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=361.35 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=406.12844 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=13.837531 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=13.837531 y=344.025 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=13.837531 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=13.837531 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=13.837531 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=13.837531 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=13.837531 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=13.837531 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=40.892076 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=40.892076 y=344.025 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=40.892076 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=40.892076 y=274.725 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=40.892076 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=40.892076 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=40.892076 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=40.892076 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=67.946622 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=67.946622 y=344.025 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=67.946622 y=309.375 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=67.946622 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=67.946622 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=67.946622 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=67.946622 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=67.946622 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=95.001167 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=95.001167 y=344.025 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=95.001167 y=309.375 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=95.001167 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=95.001167 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=95.001167 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=95.001167 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=95.001167 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=122.055713 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=122.055713 y=344.025 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=122.055713 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=122.055713 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=122.055713 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=122.055713 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=122.055713 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=122.055713 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=149.110258 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=149.110258 y=344.025 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=149.110258 y=309.375 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=149.110258 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=149.110258 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=149.110258 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=149.110258 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=149.110258 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=176.164804 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=176.164804 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=176.164804 y=309.375 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=176.164804 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=176.164804 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=176.164804 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=176.164804 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=176.164804 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=203.219349 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=203.219349 y=344.025 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=203.219349 y=309.375 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=203.219349 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=203.219349 y=240.075 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=203.219349 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=203.219349 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=203.219349 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=230.273895 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=230.273895 y=344.025 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=230.273895 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=230.273895 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=230.273895 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=230.273895 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=230.273895 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=230.273895 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=257.32844 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=257.32844 y=344.025 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=257.32844 y=309.375 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=257.32844 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=257.32844 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=257.32844 y=205.425 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=257.32844 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=257.32844 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=284.382985 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=284.382985 y=344.025 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=284.382985 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=284.382985 y=274.725 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=284.382985 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=284.382985 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=284.382985 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=284.382985 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=311.437531 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=311.437531 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=311.437531 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=311.437531 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=311.437531 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=311.437531 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=311.437531 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=311.437531 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=338.492076 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=338.492076 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=338.492076 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=338.492076 y=274.725 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=338.492076 y=240.075 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=338.492076 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=338.492076 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=338.492076 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=365.546622 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=365.546622 y=344.025 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=365.546622 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=365.546622 y=274.725 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=365.546622 y=240.075 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=365.546622 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=365.546622 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=365.546622 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=392.601167 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=392.601167 y=344.025 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=392.601167 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=392.601167 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=392.601167 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=392.601167 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=392.601167 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p9d7ff1efd1)><use xlink:href=#C0_0_c03c4c7f7c x=392.601167 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p9d7ff1efd1><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_id-interactions_id_id><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:15.523914</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(88.799401 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(144.488611 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(206.54032 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(268.59203 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(330.643739 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(389.514199 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(451.565909 370.538437) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_8><g style="fill: #262626" transform="translate(290.180391 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_9><g style="fill: #262626" transform="translate(55.1375 342.591145) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_10><g style="fill: #262626" transform="translate(42.4125 300.205824) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_11><g style="fill: #262626" transform="translate(42.4125 257.820503) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_12><g style="fill: #262626" transform="translate(42.4125 215.435182) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_13><g style="fill: #262626" transform="translate(42.4125 173.049861) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_14><g style="fill: #262626" transform="translate(36.05 130.66454) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_15><g style="fill: #262626" transform="translate(36.05 88.279219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_16><g style="fill: #262626" transform="translate(29.762344 204.999609) rotate(-90) scale(0.11 -0.11)"><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_903067f621 d="M 105.507924 -51.433073 \n",
|
|
"L 105.507924 -62.983073 \n",
|
|
"L 91.980651 -68.758073 \n",
|
|
"L 78.453378 -62.983073 \n",
|
|
"L 78.453378 -51.433073 \n",
|
|
"L 91.980651 -45.658073 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=395.788073 style="fill: #92b7d5; stroke: #92b7d5; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=0.310258 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=27.364804 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=361.138073 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=54.419349 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=326.488073 style="fill: #c6d7e5; stroke: #c6d7e5; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=81.473895 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=326.488073 style="fill: #4285bb; stroke: #4285bb; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=108.52844 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=291.838073 style="fill: #79a7cd; stroke: #79a7cd; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=135.582985 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=291.838073 style="fill: #538fc1; stroke: #538fc1; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=162.637531 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=257.188073 style="fill: #659bc7; stroke: #659bc7; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=189.692076 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=257.188073 style="fill: #6399c6; stroke: #6399c6; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=216.746622 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=222.538073 style="fill: #538fc1; stroke: #538fc1; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=243.801167 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=222.538073 style="fill: #79a7cd; stroke: #79a7cd; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=270.855713 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=187.888073 style="fill: #4285bb; stroke: #4285bb; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=297.910258 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=187.888073 style="fill: #c6d7e5; stroke: #c6d7e5; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=324.964804 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=153.238073 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=352.019349 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=379.073895 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=406.12844 y=118.588073 style="fill: #92b7d5; stroke: #92b7d5; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=13.837531 y=378.463073 style="fill: #5a94c3; stroke: #5a94c3; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=13.837531 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=13.837531 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=13.837531 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=13.837531 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=13.837531 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=13.837531 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=13.837531 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=40.892076 y=378.463073 style="fill: #6ea0c9; stroke: #6ea0c9; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=40.892076 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=40.892076 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=40.892076 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=40.892076 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=40.892076 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=40.892076 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=40.892076 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=67.946622 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=67.946622 y=343.813073 style="fill: #4a8abe; stroke: #4a8abe; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=67.946622 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=67.946622 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=67.946622 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=67.946622 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=67.946622 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=67.946622 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=95.001167 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=95.001167 y=343.813073 style="fill: #a0bfd9; stroke: #a0bfd9; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=95.001167 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=95.001167 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=95.001167 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=95.001167 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=95.001167 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=95.001167 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=122.055713 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=122.055713 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=122.055713 y=309.163073 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=122.055713 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=122.055713 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=122.055713 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=122.055713 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=122.055713 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=149.110258 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=149.110258 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=149.110258 y=309.163073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=149.110258 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=149.110258 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=149.110258 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=149.110258 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=149.110258 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=176.164804 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=176.164804 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=176.164804 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=176.164804 y=274.513073 style="fill: #74a4cb; stroke: #74a4cb; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=176.164804 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=176.164804 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=176.164804 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=176.164804 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=203.219349 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=203.219349 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=203.219349 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=203.219349 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=203.219349 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=203.219349 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=203.219349 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=203.219349 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=230.273895 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=230.273895 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=230.273895 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=230.273895 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=230.273895 y=239.863073 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=230.273895 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=230.273895 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=230.273895 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=257.32844 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=257.32844 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=257.32844 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=257.32844 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=257.32844 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=257.32844 y=205.213073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=257.32844 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=257.32844 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=284.382985 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=284.382985 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=284.382985 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=284.382985 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=284.382985 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=284.382985 y=205.213073 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=284.382985 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=284.382985 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=311.437531 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=311.437531 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=311.437531 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=311.437531 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=311.437531 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=311.437531 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=311.437531 y=170.563073 style="fill: #a0bfd9; stroke: #a0bfd9; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=311.437531 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=338.492076 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=338.492076 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=338.492076 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=338.492076 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=338.492076 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=338.492076 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=338.492076 y=170.563073 style="fill: #4a8abe; stroke: #4a8abe; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=338.492076 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=365.546622 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=365.546622 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=365.546622 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=365.546622 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=365.546622 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=365.546622 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=365.546622 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=365.546622 y=135.913073 style="fill: #6ea0c9; stroke: #6ea0c9; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=392.601167 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=392.601167 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=392.601167 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=392.601167 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=392.601167 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=392.601167 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=392.601167 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p153aeec9f6)><use xlink:href=#C0_0_903067f621 x=392.601167 y=135.913073 style="fill: #5a94c3; stroke: #5a94c3; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p153aeec9f6><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_id-interactions_id_age><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:15.785657</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(88.799401 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(144.488611 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(206.54032 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(268.59203 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(330.643739 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(389.514199 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(451.565909 370.538437) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_8><g style="fill: #262626" transform="translate(290.180391 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_9><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_10><g style="fill: #262626" transform="translate(48.775 307.729219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_3><g id=text_11><g style="fill: #262626" transform="translate(48.775 273.079219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_4><g id=text_12><g style="fill: #262626" transform="translate(48.775 238.429219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_5><g id=text_13><g style="fill: #262626" transform="translate(48.775 203.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_6><g id=text_14><g style="fill: #262626" transform="translate(48.775 169.129219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_7><g id=text_15><g style="fill: #262626" transform="translate(48.775 134.479219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_8><g id=text_16><g style="fill: #262626" transform="translate(48.775 99.829219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_9><g id=text_17><g style="fill: #262626" transform="translate(48.775 65.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=text_18><g style="fill: #262626" transform="translate(42.487344 210.226328) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_87c825ae88 d="M 105.507924 -51.645 \n",
|
|
"L 105.507924 -63.195 \n",
|
|
"L 91.980651 -68.97 \n",
|
|
"L 78.453378 -63.195 \n",
|
|
"L 78.453378 -51.645 \n",
|
|
"L 91.980651 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=396 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=292.05 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=257.4 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=222.75 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=188.1 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=153.45 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=0.310258 y=118.8 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=396 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=361.35 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=326.7 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=292.05 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=257.4 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=222.75 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=188.1 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=153.45 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=27.364804 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=396 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=326.7 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=292.05 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=257.4 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=222.75 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=188.1 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=153.45 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=54.419349 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=396 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=326.7 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=292.05 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=257.4 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=222.75 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=188.1 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=81.473895 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=396 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=361.35 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=326.7 style="fill: #bbd0e2; stroke: #bbd0e2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=292.05 style="fill: #a6c3db; stroke: #a6c3db; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=257.4 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=222.75 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=188.1 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=108.52844 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=396 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=361.35 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=326.7 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=292.05 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=257.4 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=222.75 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=188.1 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=135.582985 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=396 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=361.35 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=326.7 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=292.05 style="fill: #bbd0e2; stroke: #bbd0e2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=257.4 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=222.75 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=188.1 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=153.45 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=162.637531 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=396 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=361.35 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=326.7 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=292.05 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=257.4 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=189.692076 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=396 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=361.35 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=326.7 style="fill: #6c9fc9; stroke: #6c9fc9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=292.05 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=257.4 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=188.1 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=153.45 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=216.746622 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=396 style="fill: #91b6d5; stroke: #91b6d5; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=361.35 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=326.7 style="fill: #b2cadf; stroke: #b2cadf; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=292.05 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=257.4 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=222.75 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=243.801167 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=396 style="fill: #95b8d6; stroke: #95b8d6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=361.35 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=326.7 style="fill: #b2cadf; stroke: #b2cadf; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=292.05 style="fill: #bbd0e2; stroke: #bbd0e2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=257.4 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=222.75 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=270.855713 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=396 style="fill: #3f83bb; stroke: #3f83bb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=326.7 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=292.05 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=257.4 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=222.75 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=297.910258 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=361.35 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=326.7 style="fill: #bbd0e2; stroke: #bbd0e2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=292.05 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=257.4 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=188.1 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=324.964804 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=396 style="fill: #508dc0; stroke: #508dc0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=361.35 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=326.7 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=292.05 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=257.4 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=222.75 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=352.019349 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=396 style="fill: #5c95c4; stroke: #5c95c4; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=361.35 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=326.7 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=292.05 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=257.4 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=188.1 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=379.073895 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=396 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=361.35 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=326.7 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=292.05 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=257.4 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=222.75 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=406.12844 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=13.837531 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=13.837531 y=344.025 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=13.837531 y=309.375 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=13.837531 y=274.725 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=13.837531 y=240.075 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=13.837531 y=205.425 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=13.837531 y=170.775 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=13.837531 y=136.125 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=40.892076 y=378.675 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=40.892076 y=344.025 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=40.892076 y=309.375 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=40.892076 y=274.725 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=40.892076 y=240.075 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=40.892076 y=205.425 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=40.892076 y=170.775 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=40.892076 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=67.946622 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=67.946622 y=344.025 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=67.946622 y=309.375 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=67.946622 y=274.725 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=67.946622 y=240.075 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=67.946622 y=205.425 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=67.946622 y=170.775 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=67.946622 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=95.001167 y=378.675 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=95.001167 y=344.025 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=95.001167 y=309.375 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=95.001167 y=274.725 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=95.001167 y=240.075 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=95.001167 y=205.425 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=95.001167 y=170.775 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=95.001167 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=122.055713 y=378.675 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=122.055713 y=344.025 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=122.055713 y=309.375 style="fill: #b2cadf; stroke: #b2cadf; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=122.055713 y=274.725 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=122.055713 y=240.075 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=122.055713 y=205.425 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=122.055713 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=122.055713 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=149.110258 y=378.675 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=149.110258 y=344.025 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=149.110258 y=309.375 style="fill: #b2cadf; stroke: #b2cadf; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=149.110258 y=274.725 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=149.110258 y=240.075 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=149.110258 y=205.425 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=149.110258 y=170.775 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=149.110258 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=176.164804 y=378.675 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=176.164804 y=344.025 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=176.164804 y=309.375 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=176.164804 y=274.725 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=176.164804 y=240.075 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=176.164804 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=176.164804 y=170.775 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=176.164804 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=203.219349 y=378.675 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=203.219349 y=344.025 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=203.219349 y=309.375 style="fill: #aac6dc; stroke: #aac6dc; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=203.219349 y=274.725 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=203.219349 y=240.075 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=203.219349 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=203.219349 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=203.219349 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=230.273895 y=378.675 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=230.273895 y=344.025 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=230.273895 y=309.375 style="fill: #aec8de; stroke: #aec8de; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=230.273895 y=274.725 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=230.273895 y=240.075 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=230.273895 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=230.273895 y=170.775 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=230.273895 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=257.32844 y=378.675 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=257.32844 y=344.025 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=257.32844 y=309.375 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=257.32844 y=274.725 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=257.32844 y=240.075 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=257.32844 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=257.32844 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=257.32844 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=284.382985 y=378.675 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=284.382985 y=344.025 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=284.382985 y=309.375 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=284.382985 y=274.725 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=284.382985 y=240.075 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=284.382985 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=284.382985 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=284.382985 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=311.437531 y=378.675 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=311.437531 y=344.025 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=311.437531 y=309.375 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=311.437531 y=274.725 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=311.437531 y=240.075 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=311.437531 y=205.425 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=311.437531 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=311.437531 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=338.492076 y=378.675 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=338.492076 y=344.025 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=338.492076 y=309.375 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=338.492076 y=274.725 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=338.492076 y=240.075 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=338.492076 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=338.492076 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=338.492076 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=365.546622 y=378.675 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=365.546622 y=344.025 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=365.546622 y=309.375 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=365.546622 y=274.725 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=365.546622 y=240.075 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=365.546622 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=365.546622 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=365.546622 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=392.601167 y=378.675 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=392.601167 y=344.025 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=392.601167 y=309.375 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=392.601167 y=274.725 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=392.601167 y=240.075 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=392.601167 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=392.601167 y=170.775 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p5105b194d6)><use xlink:href=#C0_0_87c825ae88 x=392.601167 y=136.125 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p5105b194d6><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_id-interactions_id_sibsp><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.128961</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(88.799401 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(144.488611 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(206.54032 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(268.59203 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(330.643739 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(389.514199 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(451.565909 370.538437) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_8><g style="fill: #262626" transform="translate(290.180391 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_9><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_10><g style="fill: #262626" transform="translate(55.1375 307.729219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=ytick_3><g id=text_11><g style="fill: #262626" transform="translate(55.1375 273.079219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_4><g id=text_12><g style="fill: #262626" transform="translate(55.1375 238.429219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=ytick_5><g id=text_13><g style="fill: #262626" transform="translate(55.1375 203.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_6><g id=text_14><g style="fill: #262626" transform="translate(55.1375 169.129219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_7><g id=text_15><g style="fill: #262626" transform="translate(55.1375 134.479219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_8><g id=text_16><g style="fill: #262626" transform="translate(55.1375 99.829219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=ytick_9><g id=text_17><g style="fill: #262626" transform="translate(55.1375 65.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_18><g style="fill: #262626" transform="translate(48.849844 214.221563) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_d5ee03aaba d="M 105.507924 -51.645 \n",
|
|
"L 105.507924 -63.195 \n",
|
|
"L 91.980651 -68.97 \n",
|
|
"L 78.453378 -63.195 \n",
|
|
"L 78.453378 -51.645 \n",
|
|
"L 91.980651 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=396 style="fill: #a1c0da; stroke: #a1c0da; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=361.35 style="fill: #d4e0ea; stroke: #d4e0ea; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=326.7 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=0.310258 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=396 style="fill: #83add0; stroke: #83add0; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=361.35 style="fill: #8fb5d4; stroke: #8fb5d4; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=326.7 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=292.05 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=27.364804 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=396 style="fill: #5d95c4; stroke: #5d95c4; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=361.35 style="fill: #a9c5dc; stroke: #a9c5dc; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=326.7 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=54.419349 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=396 style="fill: #6a9dc8; stroke: #6a9dc8; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=361.35 style="fill: #9fbed9; stroke: #9fbed9; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=81.473895 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=396 style="fill: #6299c6; stroke: #6299c6; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=361.35 style="fill: #a9c5dc; stroke: #a9c5dc; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=108.52844 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=396 style="fill: #74a4cb; stroke: #74a4cb; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=361.35 style="fill: #a4c1da; stroke: #a4c1da; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=326.7 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=135.582985 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=396 style="fill: #679cc7; stroke: #679cc7; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=361.35 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=326.7 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=292.05 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=162.637531 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=396 style="fill: #7ba8ce; stroke: #7ba8ce; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=361.35 style="fill: #b8cee1; stroke: #b8cee1; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=257.4 style="fill: #d1dee9; stroke: #d1dee9; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=189.692076 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=396 style="fill: #3c81ba; stroke: #3c81ba; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=361.35 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=292.05 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=216.746622 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=396 style="fill: #5a94c3; stroke: #5a94c3; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=361.35 style="fill: #c2d4e4; stroke: #c2d4e4; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=326.7 style="fill: #e0e7ee; stroke: #e0e7ee; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=222.75 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=243.801167 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=396 style="fill: #538fc1; stroke: #538fc1; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=361.35 style="fill: #bdd1e2; stroke: #bdd1e2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=222.75 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=270.855713 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=396 style="fill: #4d8cbf; stroke: #4d8cbf; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=361.35 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=326.7 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=292.05 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=297.910258 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=361.35 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=326.7 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=324.964804 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=396 style="fill: #659ac6; stroke: #659ac6; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=361.35 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=292.05 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=257.4 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=352.019349 y=118.8 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=396 style="fill: #4d8cbf; stroke: #4d8cbf; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=361.35 style="fill: #cad9e6; stroke: #cad9e6; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=292.05 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=379.073895 y=118.8 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=396 style="fill: #a1c0da; stroke: #a1c0da; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=361.35 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=326.7 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=292.05 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=406.12844 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=13.837531 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=13.837531 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=13.837531 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=13.837531 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=13.837531 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=13.837531 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=13.837531 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=13.837531 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=40.892076 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=40.892076 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=40.892076 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=40.892076 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=40.892076 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=40.892076 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=40.892076 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=40.892076 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=67.946622 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=67.946622 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=67.946622 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=67.946622 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=67.946622 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=67.946622 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=67.946622 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=67.946622 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=95.001167 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=95.001167 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=95.001167 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=95.001167 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=95.001167 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=95.001167 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=95.001167 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=95.001167 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=122.055713 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=122.055713 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=122.055713 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=122.055713 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=122.055713 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=122.055713 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=122.055713 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=122.055713 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=149.110258 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=149.110258 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=149.110258 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=149.110258 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=149.110258 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=149.110258 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=149.110258 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=149.110258 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=176.164804 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=176.164804 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=176.164804 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=176.164804 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=176.164804 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=176.164804 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=176.164804 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=176.164804 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=203.219349 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=203.219349 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=203.219349 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=203.219349 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=203.219349 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=203.219349 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=203.219349 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=203.219349 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=230.273895 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=230.273895 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=230.273895 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=230.273895 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=230.273895 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=230.273895 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=230.273895 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=230.273895 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=257.32844 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=257.32844 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=257.32844 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=257.32844 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=257.32844 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=257.32844 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=257.32844 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=257.32844 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=284.382985 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=284.382985 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=284.382985 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=284.382985 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=284.382985 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=284.382985 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=284.382985 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=284.382985 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=311.437531 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=311.437531 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=311.437531 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=311.437531 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=311.437531 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=311.437531 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=311.437531 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=311.437531 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=338.492076 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=338.492076 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=338.492076 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=338.492076 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=338.492076 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=338.492076 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=338.492076 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=338.492076 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=365.546622 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=365.546622 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=365.546622 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=365.546622 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=365.546622 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=365.546622 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=365.546622 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=365.546622 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=392.601167 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=392.601167 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=392.601167 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=392.601167 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=392.601167 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=392.601167 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=392.601167 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pc6ddb47611)><use xlink:href=#C0_0_d5ee03aaba x=392.601167 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pc6ddb47611><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions-interactions_age><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#interactions_age-interactions_age_parch aria-controls=interactions_age-interactions_age_parch role=tab data-toggle=tab>parch</a></li><li role=presentation><a href=#interactions_age-interactions_age_id aria-controls=interactions_age-interactions_age_id role=tab data-toggle=tab>id</a></li><li role=presentation><a href=#interactions_age-interactions_age_age aria-controls=interactions_age-interactions_age_age role=tab data-toggle=tab>age</a></li><li role=presentation><a href=#interactions_age-interactions_age_sibsp aria-controls=interactions_age-interactions_age_sibsp role=tab data-toggle=tab>sibsp</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=interactions_age-interactions_age_parch><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.452869</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(136.655682 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(187.382955 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(238.110227 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(288.8375 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(339.564773 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(390.292045 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(441.019318 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(491.746591 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=text_10><g style="fill: #262626" transform="translate(284.953672 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_11><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_12><g style="fill: #262626" transform="translate(55.1375 280.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_3><g id=text_13><g style="fill: #262626" transform="translate(55.1375 219.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_4><g id=text_14><g style="fill: #262626" transform="translate(55.1375 157.579219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_5><g id=text_15><g style="fill: #262626" transform="translate(55.1375 95.979219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_16><g style="fill: #262626" transform="translate(48.849844 215.489141) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_7c32089d95 d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=361.35 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=326.7 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=-0 y=118.8 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=396 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=361.35 style="fill: #e1e8ee; stroke: #e1e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=396 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=361.35 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=326.7 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=396 style="fill: #bbd0e2; stroke: #bbd0e2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=361.35 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=326.7 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=81.163636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=396 style="fill: #82acd0; stroke: #82acd0; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=361.35 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=326.7 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=396 style="fill: #6a9ec8; stroke: #6a9ec8; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=361.35 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=326.7 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=396 style="fill: #96b9d6; stroke: #96b9d6; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=361.35 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=326.7 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=396 style="fill: #adc7dd; stroke: #adc7dd; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=361.35 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=326.7 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=396 style="fill: #c8d8e6; stroke: #c8d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=361.35 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=396 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=361.35 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=326.7 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=396 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=361.35 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=396 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=361.35 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=396 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=361.35 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=396 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=361.35 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=396 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=396 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=405.818181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=13.527272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=13.527272 y=344.025 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=13.527272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=13.527272 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=13.527272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=13.527272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=13.527272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=13.527272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=40.581818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=40.581818 y=344.025 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=40.581818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=40.581818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=40.581818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=40.581818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=40.581818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=40.581818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=67.636363 y=344.025 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=94.690909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=94.690909 y=344.025 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=94.690909 y=309.375 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=94.690909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=94.690909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=94.690909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=94.690909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=121.745454 y=344.025 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=121.745454 y=309.375 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=148.8 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=148.8 y=344.025 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=148.8 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=148.8 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=148.8 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=175.854545 y=309.375 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=175.854545 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=175.854545 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=175.854545 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=202.909091 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=202.909091 y=344.025 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=202.909091 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=202.909091 y=240.075 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=202.909091 y=205.425 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=229.963636 y=344.025 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=229.963636 y=309.375 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=229.963636 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=229.963636 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=229.963636 y=205.425 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=257.018181 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=284.072727 y=309.375 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=284.072727 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=311.127272 y=309.375 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=311.127272 y=274.725 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=311.127272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=338.181818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=392.290909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p546e71d7a8)><use xlink:href=#C0_0_7c32089d95 x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p546e71d7a8><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_age-interactions_age_id><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:15.589289</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(136.655682 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(187.382955 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(238.110227 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(288.8375 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(339.564773 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(390.292045 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(441.019318 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(491.746591 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=text_10><g style="fill: #262626" transform="translate(284.953672 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_11><g style="fill: #262626" transform="translate(55.1375 342.591145) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_12><g style="fill: #262626" transform="translate(42.4125 300.205824) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_13><g style="fill: #262626" transform="translate(42.4125 257.820503) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_14><g style="fill: #262626" transform="translate(42.4125 215.435182) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_15><g style="fill: #262626" transform="translate(42.4125 173.049861) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_16><g style="fill: #262626" transform="translate(36.05 130.66454) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_17><g style="fill: #262626" transform="translate(36.05 88.279219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_18><g style="fill: #262626" transform="translate(29.762344 204.999609) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_90a78f2319 d="M 105.818182 -51.433073 \n",
|
|
"L 105.818182 -62.983073 \n",
|
|
"L 92.290909 -68.758073 \n",
|
|
"L 78.763637 -62.983073 \n",
|
|
"L 78.763637 -51.433073 \n",
|
|
"L 92.290909 -45.658073 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=395.788073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=361.138073 style="fill: #c6d7e5; stroke: #c6d7e5; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=326.488073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=291.838073 style="fill: #c9d9e6; stroke: #c9d9e6; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=257.188073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=222.538073 style="fill: #98bad7; stroke: #98bad7; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=187.888073 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=153.238073 style="fill: #4d8cbf; stroke: #4d8cbf; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=-0 y=118.588073 style="fill: #c6d7e5; stroke: #c6d7e5; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=326.488073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=291.838073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=257.188073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=222.538073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=187.888073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=153.238073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=27.054545 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=326.488073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=291.838073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=257.188073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=222.538073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=153.238073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=54.109091 y=118.588073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=395.788073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=361.138073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=326.488073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=291.838073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=257.188073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=222.538073 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=187.888073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=153.238073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=81.163636 y=118.588073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=395.788073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=361.138073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=326.488073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=291.838073 style="fill: #c9d9e6; stroke: #c9d9e6; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=257.188073 style="fill: #a5c2db; stroke: #a5c2db; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=222.538073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=187.888073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=153.238073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=108.218181 y=118.588073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=395.788073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=361.138073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=326.488073 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=291.838073 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=257.188073 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=222.538073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=187.888073 style="fill: #c9d9e6; stroke: #c9d9e6; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=153.238073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=135.272727 y=118.588073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=395.788073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=361.138073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=326.488073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=291.838073 style="fill: #c6d7e5; stroke: #c6d7e5; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=257.188073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=222.538073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=187.888073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=153.238073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=162.327272 y=118.588073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=395.788073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=361.138073 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=326.488073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=291.838073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=257.188073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=222.538073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=187.888073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=153.238073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=189.381818 y=118.588073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=395.788073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=361.138073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=326.488073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=291.838073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=257.188073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=222.538073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=187.888073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=153.238073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=216.436363 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=395.788073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=361.138073 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=326.488073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=291.838073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=222.538073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=153.238073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=243.490909 y=118.588073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=395.788073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=361.138073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=326.488073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=291.838073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=222.538073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=187.888073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=270.545454 y=118.588073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=395.788073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=361.138073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=326.488073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=291.838073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=297.6 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=395.788073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=361.138073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=326.488073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=291.838073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=222.538073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=324.654545 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=395.788073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=361.138073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=291.838073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=351.709091 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=378.763636 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=395.788073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=405.818181 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=13.527272 y=378.463073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=13.527272 y=343.813073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=13.527272 y=309.163073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=13.527272 y=274.513073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=13.527272 y=239.863073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=13.527272 y=205.213073 style="fill: #a9c5dc; stroke: #a9c5dc; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=13.527272 y=170.563073 style="fill: #91b6d5; stroke: #91b6d5; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=13.527272 y=135.913073 style="fill: #a2c1da; stroke: #a2c1da; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=40.581818 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=40.581818 y=343.813073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=40.581818 y=309.163073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=40.581818 y=274.513073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=40.581818 y=239.863073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=40.581818 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=40.581818 y=170.563073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=40.581818 y=135.913073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=67.636363 y=378.463073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=67.636363 y=343.813073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=67.636363 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=67.636363 y=274.513073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=67.636363 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=67.636363 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=67.636363 y=170.563073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=67.636363 y=135.913073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=94.690909 y=378.463073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=94.690909 y=343.813073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=94.690909 y=309.163073 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=94.690909 y=274.513073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=94.690909 y=239.863073 style="fill: #a9c5dc; stroke: #a9c5dc; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=94.690909 y=205.213073 style="fill: #c9d9e6; stroke: #c9d9e6; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=94.690909 y=170.563073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=94.690909 y=135.913073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=121.745454 y=378.463073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=121.745454 y=343.813073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=121.745454 y=309.163073 style="fill: #bcd1e2; stroke: #bcd1e2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=121.745454 y=274.513073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=121.745454 y=239.863073 style="fill: #b9cfe1; stroke: #b9cfe1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=121.745454 y=205.213073 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=121.745454 y=170.563073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=121.745454 y=135.913073 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=148.8 y=378.463073 style="fill: #c9d9e6; stroke: #c9d9e6; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=148.8 y=343.813073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=148.8 y=309.163073 style="fill: #b6cde0; stroke: #b6cde0; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=148.8 y=274.513073 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=148.8 y=239.863073 style="fill: #bcd1e2; stroke: #bcd1e2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=148.8 y=205.213073 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=148.8 y=170.563073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=148.8 y=135.913073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=175.854545 y=378.463073 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=175.854545 y=343.813073 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=175.854545 y=309.163073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=175.854545 y=274.513073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=175.854545 y=239.863073 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=175.854545 y=205.213073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=175.854545 y=170.563073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=175.854545 y=135.913073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=202.909091 y=378.463073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=202.909091 y=343.813073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=202.909091 y=309.163073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=202.909091 y=274.513073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=202.909091 y=239.863073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=202.909091 y=205.213073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=202.909091 y=170.563073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=202.909091 y=135.913073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=229.963636 y=378.463073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=229.963636 y=343.813073 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=229.963636 y=309.163073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=229.963636 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=229.963636 y=239.863073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=229.963636 y=205.213073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=229.963636 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=229.963636 y=135.913073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=257.018181 y=378.463073 style="fill: #dde5ec; stroke: #dde5ec; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=257.018181 y=343.813073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=257.018181 y=309.163073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=257.018181 y=274.513073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=257.018181 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=257.018181 y=205.213073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=257.018181 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=257.018181 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=284.072727 y=378.463073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=284.072727 y=343.813073 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=284.072727 y=309.163073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=284.072727 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=284.072727 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=284.072727 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=284.072727 y=170.563073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=284.072727 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=311.127272 y=378.463073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=311.127272 y=343.813073 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=311.127272 y=309.163073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=311.127272 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=311.127272 y=239.863073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=311.127272 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=311.127272 y=170.563073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=311.127272 y=135.913073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=338.181818 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=338.181818 y=343.813073 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=338.181818 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=338.181818 y=274.513073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=338.181818 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=338.181818 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=338.181818 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=338.181818 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=365.236363 y=378.463073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=365.236363 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=365.236363 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=365.236363 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=365.236363 y=239.863073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=365.236363 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=365.236363 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=365.236363 y=135.913073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=392.290909 y=378.463073 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=392.290909 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=392.290909 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=392.290909 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=392.290909 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=392.290909 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=392.290909 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p09ecbb24a1)><use xlink:href=#C0_0_90a78f2319 x=392.290909 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p09ecbb24a1><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_age-interactions_age_age><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:15.851033</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(136.655682 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(187.382955 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(238.110227 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(288.8375 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(339.564773 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(390.292045 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(441.019318 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(491.746591 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=text_10><g style="fill: #262626" transform="translate(284.953672 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_11><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_12><g style="fill: #262626" transform="translate(48.775 307.729219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_3><g id=text_13><g style="fill: #262626" transform="translate(48.775 273.079219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_4><g id=text_14><g style="fill: #262626" transform="translate(48.775 238.429219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_5><g id=text_15><g style="fill: #262626" transform="translate(48.775 203.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_6><g id=text_16><g style="fill: #262626" transform="translate(48.775 169.129219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_7><g id=text_17><g style="fill: #262626" transform="translate(48.775 134.479219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_8><g id=text_18><g style="fill: #262626" transform="translate(48.775 99.829219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_9><g id=text_19><g style="fill: #262626" transform="translate(48.775 65.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=text_20><g style="fill: #262626" transform="translate(42.487344 210.226328) rotate(-90) scale(0.11 -0.11)"><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_bbf4971ab8 d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=-0 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=361.35 style="fill: #e3e9ee; stroke: #e3e9ee; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=326.7 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=81.163636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=326.7 style="fill: #9cbdd8; stroke: #9cbdd8; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=292.05 style="fill: #b6cde0; stroke: #b6cde0; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=292.05 style="fill: #b7cee1; stroke: #b7cee1; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=257.4 style="fill: #cad9e6; stroke: #cad9e6; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=257.4 style="fill: #d7e1eb; stroke: #d7e1eb; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=222.75 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=222.75 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=188.1 style="fill: #e3e9ee; stroke: #e3e9ee; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=188.1 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=153.45 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=405.818181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=13.527272 y=378.675 style="fill: #e3e9ee; stroke: #e3e9ee; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=13.527272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=13.527272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=13.527272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=13.527272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=13.527272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=13.527272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=13.527272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=40.581818 y=378.675 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=40.581818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=40.581818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=40.581818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=40.581818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=40.581818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=40.581818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=40.581818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=67.636363 y=344.025 style="fill: #e3e9ef; stroke: #e3e9ef; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=94.690909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=94.690909 y=344.025 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=94.690909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=94.690909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=94.690909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=94.690909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=94.690909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=121.745454 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=121.745454 y=309.375 style="fill: #9cbdd8; stroke: #9cbdd8; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=148.8 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=148.8 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=148.8 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=148.8 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=148.8 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=175.854545 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=175.854545 y=274.725 style="fill: #b5cce0; stroke: #b5cce0; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=175.854545 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=175.854545 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=202.909091 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=202.909091 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=202.909091 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=202.909091 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=202.909091 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=229.963636 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=229.963636 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=229.963636 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=229.963636 y=240.075 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=229.963636 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=257.018181 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=284.072727 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=284.072727 y=205.425 style="fill: #dee6ed; stroke: #dee6ed; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=311.127272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=311.127272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=311.127272 y=170.775 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=338.181818 y=170.775 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=392.290909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p15253e0c9c)><use xlink:href=#C0_0_bbf4971ab8 x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p15253e0c9c><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_age-interactions_age_sibsp><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.195197</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(136.655682 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(187.382955 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(238.110227 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(288.8375 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(339.564773 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(390.292045 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(441.019318 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(491.746591 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=text_10><g style="fill: #262626" transform="translate(284.953672 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_11><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_12><g style="fill: #262626" transform="translate(55.1375 307.729219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=ytick_3><g id=text_13><g style="fill: #262626" transform="translate(55.1375 273.079219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_4><g id=text_14><g style="fill: #262626" transform="translate(55.1375 238.429219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=ytick_5><g id=text_15><g style="fill: #262626" transform="translate(55.1375 203.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_6><g id=text_16><g style="fill: #262626" transform="translate(55.1375 169.129219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_7><g id=text_17><g style="fill: #262626" transform="translate(55.1375 134.479219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_8><g id=text_18><g style="fill: #262626" transform="translate(55.1375 99.829219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=ytick_9><g id=text_19><g style="fill: #262626" transform="translate(55.1375 65.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_20><g style="fill: #262626" transform="translate(48.849844 214.221563) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_92edfc33d1 d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=361.35 style="fill: #c1d3e4; stroke: #c1d3e4; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=292.05 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=257.4 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=222.75 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=-0 y=118.8 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=396 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=361.35 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=326.7 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=292.05 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=257.4 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=396 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=361.35 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=326.7 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=292.05 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=257.4 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=222.75 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=396 style="fill: #bcd1e2; stroke: #bcd1e2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=361.35 style="fill: #dce5ec; stroke: #dce5ec; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=326.7 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=257.4 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=222.75 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=81.163636 y=118.8 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=396 style="fill: #83add0; stroke: #83add0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=361.35 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=326.7 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=292.05 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=396 style="fill: #78a6cd; stroke: #78a6cd; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=361.35 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=326.7 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=292.05 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=396 style="fill: #9fbed9; stroke: #9fbed9; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=361.35 style="fill: #d4e0ea; stroke: #d4e0ea; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=292.05 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=396 style="fill: #afc9de; stroke: #afc9de; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=361.35 style="fill: #cedce8; stroke: #cedce8; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=257.4 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=396 style="fill: #c5d6e5; stroke: #c5d6e5; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=361.35 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=326.7 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=396 style="fill: #d3dfe9; stroke: #d3dfe9; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=361.35 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=396 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=361.35 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=326.7 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=396 style="fill: #e1e8ee; stroke: #e1e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=361.35 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=396 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=361.35 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=396 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=361.35 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=396 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=361.35 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=396 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=405.818181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=13.527272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=13.527272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=13.527272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=13.527272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=13.527272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=13.527272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=13.527272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=13.527272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=40.581818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=40.581818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=40.581818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=40.581818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=40.581818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=40.581818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=40.581818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=40.581818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=67.636363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=94.690909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=94.690909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=94.690909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=94.690909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=94.690909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=94.690909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=94.690909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=121.745454 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=121.745454 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=148.8 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=148.8 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=148.8 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=148.8 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=148.8 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=175.854545 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=175.854545 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=175.854545 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=175.854545 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=202.909091 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=202.909091 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=202.909091 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=202.909091 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=202.909091 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=229.963636 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=229.963636 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=229.963636 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=229.963636 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=229.963636 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=257.018181 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=284.072727 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=284.072727 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=311.127272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=311.127272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=311.127272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=338.181818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=392.290909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p0a319a4efd)><use xlink:href=#C0_0_92edfc33d1 x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p0a319a4efd><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions-interactions_sibsp><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#interactions_sibsp-interactions_sibsp_parch aria-controls=interactions_sibsp-interactions_sibsp_parch role=tab data-toggle=tab>parch</a></li><li role=presentation><a href=#interactions_sibsp-interactions_sibsp_id aria-controls=interactions_sibsp-interactions_sibsp_id role=tab data-toggle=tab>id</a></li><li role=presentation><a href=#interactions_sibsp-interactions_sibsp_age aria-controls=interactions_sibsp-interactions_sibsp_age role=tab data-toggle=tab>age</a></li><li role=presentation><a href=#interactions_sibsp-interactions_sibsp_sibsp aria-controls=interactions_sibsp-interactions_sibsp_sibsp role=tab data-toggle=tab>sibsp</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=interactions_sibsp-interactions_sibsp_parch><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.518472</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(139.836932 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(190.564205 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(241.291477 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(292.01875 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(342.746023 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(393.473295 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(444.200568 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(494.927841 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_10><g style="fill: #262626" transform="translate(280.958438 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_11><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_12><g style="fill: #262626" transform="translate(55.1375 280.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_3><g id=text_13><g style="fill: #262626" transform="translate(55.1375 219.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_4><g id=text_14><g style="fill: #262626" transform="translate(55.1375 157.579219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_5><g id=text_15><g style="fill: #262626" transform="translate(55.1375 95.979219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_16><g style="fill: #262626" transform="translate(48.849844 215.489141) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_68843d87ea d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=361.35 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=326.7 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=-0 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=396 style="fill: #c4d6e5; stroke: #c4d6e5; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=361.35 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=326.7 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=81.163636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=396 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=361.35 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=361.35 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=361.35 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=326.7 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=405.818181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=13.527272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=13.527272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=13.527272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=13.527272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=13.527272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=13.527272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=13.527272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=13.527272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=40.581818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=40.581818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=40.581818 y=309.375 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=40.581818 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=40.581818 y=240.075 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=40.581818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=40.581818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=40.581818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=67.636363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=94.690909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=94.690909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=94.690909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=94.690909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=94.690909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=94.690909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=94.690909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=121.745454 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=121.745454 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=148.8 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=148.8 y=344.025 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=148.8 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=148.8 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=148.8 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=175.854545 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=175.854545 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=175.854545 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=175.854545 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=202.909091 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=202.909091 y=344.025 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=202.909091 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=202.909091 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=202.909091 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=229.963636 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=229.963636 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=229.963636 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=229.963636 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=229.963636 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=257.018181 y=344.025 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=284.072727 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=284.072727 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=311.127272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=311.127272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=311.127272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=338.181818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=392.290909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p1b7514a3e5)><use xlink:href=#C0_0_68843d87ea x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p1b7514a3e5><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_sibsp-interactions_sibsp_id><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:15.655929</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(139.836932 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(190.564205 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(241.291477 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(292.01875 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(342.746023 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(393.473295 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(444.200568 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(494.927841 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_10><g style="fill: #262626" transform="translate(280.958438 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_11><g style="fill: #262626" transform="translate(55.1375 342.591145) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_12><g style="fill: #262626" transform="translate(42.4125 300.205824) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_13><g style="fill: #262626" transform="translate(42.4125 257.820503) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_14><g style="fill: #262626" transform="translate(42.4125 215.435182) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_15><g style="fill: #262626" transform="translate(42.4125 173.049861) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_16><g style="fill: #262626" transform="translate(36.05 130.66454) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_17><g style="fill: #262626" transform="translate(36.05 88.279219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_18><g style="fill: #262626" transform="translate(29.762344 204.999609) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_7f6c031270 d="M 105.818182 -51.433073 \n",
|
|
"L 105.818182 -62.983073 \n",
|
|
"L 92.290909 -68.758073 \n",
|
|
"L 78.763637 -62.983073 \n",
|
|
"L 78.763637 -51.433073 \n",
|
|
"L 92.290909 -45.658073 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=395.788073 style="fill: #90b5d4; stroke: #90b5d4; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=361.138073 style="fill: #5591c2; stroke: #5591c2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=326.488073 style="fill: #5a94c3; stroke: #5a94c3; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=291.838073 style="fill: #4e8cbf; stroke: #4e8cbf; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=257.188073 style="fill: #4385bc; stroke: #4385bc; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=222.538073 style="fill: #3b81b9; stroke: #3b81b9; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=187.888073 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=153.238073 style="fill: #508ec0; stroke: #508ec0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=-0 y=118.588073 style="fill: #97b9d6; stroke: #97b9d6; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=27.054545 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=395.788073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=361.138073 style="fill: #a3c1da; stroke: #a3c1da; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=326.488073 style="fill: #9cbdd8; stroke: #9cbdd8; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=291.838073 style="fill: #b8cee1; stroke: #b8cee1; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=257.188073 style="fill: #cddbe7; stroke: #cddbe7; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=222.538073 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=187.888073 style="fill: #d1dee9; stroke: #d1dee9; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=153.238073 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=54.109091 y=118.588073 style="fill: #d4e0ea; stroke: #d4e0ea; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=81.163636 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=395.788073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=326.488073 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=291.838073 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=257.188073 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=222.538073 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=187.888073 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=153.238073 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=108.218181 y=118.588073 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=135.272727 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=257.188073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=187.888073 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=162.327272 y=118.588073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=257.188073 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=153.238073 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=189.381818 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=216.436363 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=222.538073 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=243.490909 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=270.545454 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=297.6 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=324.654545 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=351.709091 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=378.763636 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=153.238073 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=405.818181 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=13.527272 y=378.463073 style="fill: #b5cce0; stroke: #b5cce0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=13.527272 y=343.813073 style="fill: #99bbd7; stroke: #99bbd7; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=13.527272 y=309.163073 style="fill: #94b8d6; stroke: #94b8d6; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=13.527272 y=274.513073 style="fill: #c8d8e6; stroke: #c8d8e6; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=13.527272 y=239.863073 style="fill: #92b7d5; stroke: #92b7d5; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=13.527272 y=205.213073 style="fill: #89b1d2; stroke: #89b1d2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=13.527272 y=170.563073 style="fill: #82acd0; stroke: #82acd0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=13.527272 y=135.913073 style="fill: #89b1d2; stroke: #89b1d2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=40.581818 y=378.463073 style="fill: #a7c4db; stroke: #a7c4db; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=40.581818 y=343.813073 style="fill: #bed2e3; stroke: #bed2e3; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=40.581818 y=309.163073 style="fill: #bcd1e2; stroke: #bcd1e2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=40.581818 y=274.513073 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=40.581818 y=239.863073 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=40.581818 y=205.213073 style="fill: #cbdae7; stroke: #cbdae7; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=40.581818 y=170.563073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=40.581818 y=135.913073 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=67.636363 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=67.636363 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=67.636363 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=67.636363 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=67.636363 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=67.636363 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=67.636363 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=67.636363 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=94.690909 y=378.463073 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=94.690909 y=343.813073 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=94.690909 y=309.163073 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=94.690909 y=274.513073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=94.690909 y=239.863073 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=94.690909 y=205.213073 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=94.690909 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=94.690909 y=135.913073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=121.745454 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=121.745454 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=121.745454 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=121.745454 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=121.745454 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=121.745454 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=121.745454 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=121.745454 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=148.8 y=378.463073 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=148.8 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=148.8 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=148.8 y=274.513073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=148.8 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=148.8 y=205.213073 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=148.8 y=170.563073 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=148.8 y=135.913073 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=175.854545 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=175.854545 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=175.854545 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=175.854545 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=175.854545 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=175.854545 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=175.854545 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=175.854545 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=202.909091 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=202.909091 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=202.909091 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=202.909091 y=274.513073 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=202.909091 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=202.909091 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=202.909091 y=170.563073 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=202.909091 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=229.963636 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=229.963636 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=229.963636 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=229.963636 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=229.963636 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=229.963636 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=229.963636 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=229.963636 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=257.018181 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=257.018181 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=257.018181 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=257.018181 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=257.018181 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=257.018181 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=257.018181 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=257.018181 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=284.072727 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=284.072727 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=284.072727 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=284.072727 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=284.072727 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=284.072727 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=284.072727 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=284.072727 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=311.127272 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=311.127272 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=311.127272 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=311.127272 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=311.127272 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=311.127272 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=311.127272 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=311.127272 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=338.181818 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=338.181818 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=338.181818 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=338.181818 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=338.181818 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=338.181818 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=338.181818 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=338.181818 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=365.236363 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=365.236363 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=365.236363 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=365.236363 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=365.236363 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=365.236363 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=365.236363 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=365.236363 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=392.290909 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=392.290909 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=392.290909 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=392.290909 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=392.290909 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=392.290909 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=392.290909 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecbf59c7c0)><use xlink:href=#C0_0_7f6c031270 x=392.290909 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pecbf59c7c0><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_sibsp-interactions_sibsp_age><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:15.920037</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(139.836932 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(190.564205 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(241.291477 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(292.01875 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(342.746023 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(393.473295 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(444.200568 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(494.927841 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_10><g style="fill: #262626" transform="translate(280.958438 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_11><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_12><g style="fill: #262626" transform="translate(48.775 307.729219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_3><g id=text_13><g style="fill: #262626" transform="translate(48.775 273.079219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_4><g id=text_14><g style="fill: #262626" transform="translate(48.775 238.429219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_5><g id=text_15><g style="fill: #262626" transform="translate(48.775 203.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_6><g id=text_16><g style="fill: #262626" transform="translate(48.775 169.129219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_7><g id=text_17><g style="fill: #262626" transform="translate(48.775 134.479219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_8><g id=text_18><g style="fill: #262626" transform="translate(48.775 99.829219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_9><g id=text_19><g style="fill: #262626" transform="translate(48.775 65.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=text_20><g style="fill: #262626" transform="translate(42.487344 210.226328) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_95d2ae0fb0 d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=361.35 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=326.7 style="fill: #6098c5; stroke: #6098c5; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=292.05 style="fill: #71a2ca; stroke: #71a2ca; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=257.4 style="fill: #b9cfe1; stroke: #b9cfe1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=222.75 style="fill: #cfdce8; stroke: #cfdce8; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=188.1 style="fill: #dce5ec; stroke: #dce5ec; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=153.45 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=-0 y=118.8 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=396 style="fill: #c1d3e4; stroke: #c1d3e4; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=361.35 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=326.7 style="fill: #d5e0ea; stroke: #d5e0ea; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=292.05 style="fill: #d0dde9; stroke: #d0dde9; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=257.4 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=222.75 style="fill: #dce5ec; stroke: #dce5ec; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=188.1 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=153.45 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=81.163636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=396 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=361.35 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=326.7 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=292.05 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=257.4 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=222.75 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=188.1 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=396 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=361.35 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=292.05 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=396 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=361.35 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=396 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=361.35 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=396 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=405.818181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=13.527272 y=378.675 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=13.527272 y=344.025 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=13.527272 y=309.375 style="fill: #b0c9de; stroke: #b0c9de; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=13.527272 y=274.725 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=13.527272 y=240.075 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=13.527272 y=205.425 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=13.527272 y=170.775 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=13.527272 y=136.125 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=40.581818 y=378.675 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=40.581818 y=344.025 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=40.581818 y=309.375 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=40.581818 y=274.725 style="fill: #d5e0ea; stroke: #d5e0ea; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=40.581818 y=240.075 style="fill: #e0e7ed; stroke: #e0e7ed; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=40.581818 y=205.425 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=40.581818 y=170.775 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=40.581818 y=136.125 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=67.636363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=94.690909 y=378.675 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=94.690909 y=344.025 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=94.690909 y=309.375 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=94.690909 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=94.690909 y=240.075 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=94.690909 y=205.425 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=94.690909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=121.745454 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=121.745454 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=148.8 y=378.675 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=148.8 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=148.8 y=309.375 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=148.8 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=148.8 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=175.854545 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=175.854545 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=175.854545 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=175.854545 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=202.909091 y=378.675 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=202.909091 y=344.025 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=202.909091 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=202.909091 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=202.909091 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=229.963636 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=229.963636 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=229.963636 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=229.963636 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=229.963636 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=257.018181 y=344.025 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=284.072727 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=284.072727 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=311.127272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=311.127272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=311.127272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=338.181818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=392.290909 y=344.025 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pbe13c4e59d)><use xlink:href=#C0_0_95d2ae0fb0 x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pbe13c4e59d><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_sibsp-interactions_sibsp_sibsp><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.265130</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(139.836932 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(190.564205 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(241.291477 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(292.01875 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(342.746023 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(393.473295 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(444.200568 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(494.927841 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_10><g style="fill: #262626" transform="translate(280.958438 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_11><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_12><g style="fill: #262626" transform="translate(55.1375 307.729219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=ytick_3><g id=text_13><g style="fill: #262626" transform="translate(55.1375 273.079219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_4><g id=text_14><g style="fill: #262626" transform="translate(55.1375 238.429219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=ytick_5><g id=text_15><g style="fill: #262626" transform="translate(55.1375 203.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_6><g id=text_16><g style="fill: #262626" transform="translate(55.1375 169.129219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_7><g id=text_17><g style="fill: #262626" transform="translate(55.1375 134.479219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_8><g id=text_18><g style="fill: #262626" transform="translate(55.1375 99.829219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=ytick_9><g id=text_19><g style="fill: #262626" transform="translate(55.1375 65.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_20><g style="fill: #262626" transform="translate(48.849844 214.221563) rotate(-90) scale(0.11 -0.11)"><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_cb6082ebd4 d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=-0 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=361.35 style="fill: #acc7dd; stroke: #acc7dd; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=81.163636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=326.7 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=292.05 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=257.4 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=222.75 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=405.818181 y=118.8 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=13.527272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=13.527272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=13.527272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=13.527272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=13.527272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=13.527272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=13.527272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=13.527272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=40.581818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=40.581818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=40.581818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=40.581818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=40.581818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=40.581818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=40.581818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=40.581818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=67.636363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=94.690909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=94.690909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=94.690909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=94.690909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=94.690909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=94.690909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=94.690909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=121.745454 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=121.745454 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=148.8 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=148.8 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=148.8 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=148.8 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=148.8 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=175.854545 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=175.854545 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=175.854545 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=175.854545 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=202.909091 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=202.909091 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=202.909091 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=202.909091 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=202.909091 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=229.963636 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=229.963636 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=229.963636 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=229.963636 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=229.963636 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=257.018181 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=284.072727 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=284.072727 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=311.127272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=311.127272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=311.127272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=338.181818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=392.290909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pe82522533e)><use xlink:href=#C0_0_cb6082ebd4 x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pe82522533e><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions-interactions_parch><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#interactions_parch-interactions_parch_parch aria-controls=interactions_parch-interactions_parch_parch role=tab data-toggle=tab>parch</a></li><li role=presentation><a href=#interactions_parch-interactions_parch_id aria-controls=interactions_parch-interactions_parch_id role=tab data-toggle=tab>id</a></li><li role=presentation><a href=#interactions_parch-interactions_parch_age aria-controls=interactions_parch-interactions_parch_age role=tab data-toggle=tab>age</a></li><li role=presentation><a href=#interactions_parch-interactions_parch_sibsp aria-controls=interactions_parch-interactions_parch_sibsp role=tab data-toggle=tab>sibsp</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=interactions_parch-interactions_parch_parch><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.584066</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(179.291477 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(269.473295 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(359.655114 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(449.836932 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_6><g style="fill: #262626" transform="translate(279.690859 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_7><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_8><g style="fill: #262626" transform="translate(55.1375 280.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_3><g id=text_9><g style="fill: #262626" transform="translate(55.1375 219.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_4><g id=text_10><g style="fill: #262626" transform="translate(55.1375 157.579219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_5><g id=text_11><g style="fill: #262626" transform="translate(55.1375 95.979219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_12><g style="fill: #262626" transform="translate(48.849844 215.489141) rotate(-90) scale(0.11 -0.11)"><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_f4e7b7995d d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=-0 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=361.35 style="fill: #d0dde8; stroke: #d0dde8; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=81.163636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=405.818181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=13.527272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=13.527272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=13.527272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=13.527272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=13.527272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=13.527272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=13.527272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=13.527272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=40.581818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=40.581818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=40.581818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=40.581818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=40.581818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=40.581818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=40.581818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=40.581818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=67.636363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=94.690909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=94.690909 y=344.025 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=94.690909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=94.690909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=94.690909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=94.690909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=94.690909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=121.745454 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=121.745454 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=148.8 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=148.8 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=148.8 y=309.375 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=148.8 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=148.8 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=175.854545 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=175.854545 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=175.854545 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=175.854545 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=202.909091 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=202.909091 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=202.909091 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=202.909091 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=202.909091 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=229.963636 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=229.963636 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=229.963636 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=229.963636 y=240.075 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=229.963636 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=257.018181 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=284.072727 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=284.072727 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=311.127272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=311.127272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=311.127272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=338.181818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=392.290909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p4c3cea7d54)><use xlink:href=#C0_0_f4e7b7995d x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p4c3cea7d54><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_parch-interactions_parch_id><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:15.723823</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(179.291477 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(269.473295 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(359.655114 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(449.836932 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_6><g style="fill: #262626" transform="translate(279.690859 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_7><g style="fill: #262626" transform="translate(55.1375 342.591145) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_8><g style="fill: #262626" transform="translate(42.4125 300.205824) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_3><g id=text_9><g style="fill: #262626" transform="translate(42.4125 257.820503) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_4><g id=text_10><g style="fill: #262626" transform="translate(42.4125 215.435182) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_5><g id=text_11><g style="fill: #262626" transform="translate(42.4125 173.049861) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /></g></g></g><g id=ytick_6><g id=text_12><g style="fill: #262626" transform="translate(36.05 130.66454) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=ytick_7><g id=text_13><g style="fill: #262626" transform="translate(36.05 88.279219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-30 x=127.246094 /><use xlink:href=#DejaVuSans-30 x=190.869141 /></g></g></g><g id=text_14><g style="fill: #262626" transform="translate(29.762344 204.999609) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_ac6c2e43fc d="M 105.818182 -51.433073 \n",
|
|
"L 105.818182 -62.983073 \n",
|
|
"L 92.290909 -68.758073 \n",
|
|
"L 78.763637 -62.983073 \n",
|
|
"L 78.763637 -51.433073 \n",
|
|
"L 92.290909 -45.658073 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=395.788073 style="fill: #9bbcd8; stroke: #9bbcd8; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=361.138073 style="fill: #4c8bbf; stroke: #4c8bbf; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=326.488073 style="fill: #5c95c4; stroke: #5c95c4; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=291.838073 style="fill: #5691c2; stroke: #5691c2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=257.188073 style="fill: #5a94c3; stroke: #5a94c3; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=222.538073 style="fill: #4889bd; stroke: #4889bd; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=187.888073 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=153.238073 style="fill: #6a9dc8; stroke: #6a9dc8; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=-0 y=118.588073 style="fill: #95b8d6; stroke: #95b8d6; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=27.054545 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=395.788073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=361.138073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=326.488073 style="fill: #ccdbe7; stroke: #ccdbe7; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=291.838073 style="fill: #dce5ec; stroke: #dce5ec; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=257.188073 style="fill: #dee6ed; stroke: #dee6ed; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=222.538073 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=187.888073 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=153.238073 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=54.109091 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=395.788073 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=326.488073 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=291.838073 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=257.188073 style="fill: #d4e0ea; stroke: #d4e0ea; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=222.538073 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=153.238073 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=81.163636 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=108.218181 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=326.488073 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=291.838073 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=257.188073 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=222.538073 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=135.272727 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=162.327272 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=187.888073 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=189.381818 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=257.188073 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=153.238073 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=216.436363 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=243.490909 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=222.538073 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=270.545454 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=297.6 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=324.654545 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=351.709091 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=153.238073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=378.763636 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=395.788073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=361.138073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=326.488073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=291.838073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=257.188073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=222.538073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=187.888073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=153.238073 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=405.818181 y=118.588073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=13.527272 y=378.463073 style="fill: #a3c1da; stroke: #a3c1da; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=13.527272 y=343.813073 style="fill: #95b8d6; stroke: #95b8d6; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=13.527272 y=309.163073 style="fill: #9fbfd9; stroke: #9fbfd9; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=13.527272 y=274.513073 style="fill: #c3d5e4; stroke: #c3d5e4; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=13.527272 y=239.863073 style="fill: #97bad6; stroke: #97bad6; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=13.527272 y=205.213073 style="fill: #95b8d6; stroke: #95b8d6; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=13.527272 y=170.563073 style="fill: #8fb5d4; stroke: #8fb5d4; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=13.527272 y=135.913073 style="fill: #97bad6; stroke: #97bad6; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=40.581818 y=378.463073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=40.581818 y=343.813073 style="fill: #e0e7ee; stroke: #e0e7ee; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=40.581818 y=309.163073 style="fill: #d0dde9; stroke: #d0dde9; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=40.581818 y=274.513073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=40.581818 y=239.863073 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=40.581818 y=205.213073 style="fill: #dce5ec; stroke: #dce5ec; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=40.581818 y=170.563073 style="fill: #cedce8; stroke: #cedce8; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=40.581818 y=135.913073 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=67.636363 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=67.636363 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=67.636363 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=67.636363 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=67.636363 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=67.636363 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=67.636363 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=67.636363 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=94.690909 y=378.463073 style="fill: #d6e1ea; stroke: #d6e1ea; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=94.690909 y=343.813073 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=94.690909 y=309.163073 style="fill: #dce5ec; stroke: #dce5ec; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=94.690909 y=274.513073 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=94.690909 y=239.863073 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=94.690909 y=205.213073 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=94.690909 y=170.563073 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=94.690909 y=135.913073 style="fill: #e0e7ee; stroke: #e0e7ee; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=121.745454 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=121.745454 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=121.745454 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=121.745454 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=121.745454 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=121.745454 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=121.745454 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=121.745454 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=148.8 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=148.8 y=343.813073 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=148.8 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=148.8 y=274.513073 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=148.8 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=148.8 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=148.8 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=148.8 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=175.854545 y=378.463073 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=175.854545 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=175.854545 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=175.854545 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=175.854545 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=175.854545 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=175.854545 y=170.563073 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=175.854545 y=135.913073 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=202.909091 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=202.909091 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=202.909091 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=202.909091 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=202.909091 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=202.909091 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=202.909091 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=202.909091 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=229.963636 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=229.963636 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=229.963636 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=229.963636 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=229.963636 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=229.963636 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=229.963636 y=170.563073 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=229.963636 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=257.018181 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=257.018181 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=257.018181 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=257.018181 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=257.018181 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=257.018181 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=257.018181 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=257.018181 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=284.072727 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=284.072727 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=284.072727 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=284.072727 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=284.072727 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=284.072727 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=284.072727 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=284.072727 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=311.127272 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=311.127272 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=311.127272 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=311.127272 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=311.127272 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=311.127272 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=311.127272 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=311.127272 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=338.181818 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=338.181818 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=338.181818 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=338.181818 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=338.181818 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=338.181818 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=338.181818 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=338.181818 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=365.236363 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=365.236363 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=365.236363 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=365.236363 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=365.236363 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=365.236363 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=365.236363 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=365.236363 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=392.290909 y=378.463073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=392.290909 y=343.813073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=392.290909 y=309.163073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=392.290909 y=274.513073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=392.290909 y=239.863073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=392.290909 y=205.213073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=392.290909 y=170.563073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pd4d6faa65a)><use xlink:href=#C0_0_ac6c2e43fc x=392.290909 y=135.913073 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pd4d6faa65a><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_parch-interactions_parch_age><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:15.989353</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(179.291477 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(269.473295 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(359.655114 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(449.836932 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_6><g style="fill: #262626" transform="translate(279.690859 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_7><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_8><g style="fill: #262626" transform="translate(48.775 307.729219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_3><g id=text_9><g style="fill: #262626" transform="translate(48.775 273.079219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_4><g id=text_10><g style="fill: #262626" transform="translate(48.775 238.429219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_5><g id=text_11><g style="fill: #262626" transform="translate(48.775 203.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_6><g id=text_12><g style="fill: #262626" transform="translate(48.775 169.129219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_7><g id=text_13><g style="fill: #262626" transform="translate(48.775 134.479219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_8><g id=text_14><g style="fill: #262626" transform="translate(48.775 99.829219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=ytick_9><g id=text_15><g style="fill: #262626" transform="translate(48.775 65.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use xlink:href=#DejaVuSans-30 x=63.623047 /></g></g></g><g id=text_16><g style="fill: #262626" transform="translate(42.487344 210.226328) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_1d41bbcac6 d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=361.35 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=326.7 style="fill: #5d96c4; stroke: #5d96c4; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=292.05 style="fill: #6399c6; stroke: #6399c6; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=257.4 style="fill: #b8cee1; stroke: #b8cee1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=222.75 style="fill: #c7d8e6; stroke: #c7d8e6; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=188.1 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=153.45 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=-0 y=118.8 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=396 style="fill: #d8e2eb; stroke: #d8e2eb; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=361.35 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=326.7 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=292.05 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=257.4 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=222.75 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=188.1 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=153.45 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=396 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=361.35 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=326.7 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=292.05 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=257.4 style="fill: #edeff1; stroke: #edeff1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=222.75 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=188.1 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=81.163636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=222.75 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=188.1 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=396 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=292.05 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=257.4 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=188.1 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=257.4 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=257.4 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=396 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=405.818181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=13.527272 y=378.675 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=13.527272 y=344.025 style="fill: #e0e7ee; stroke: #e0e7ee; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=13.527272 y=309.375 style="fill: #a8c4dc; stroke: #a8c4dc; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=13.527272 y=274.725 style="fill: #c1d4e4; stroke: #c1d4e4; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=13.527272 y=240.075 style="fill: #d9e3eb; stroke: #d9e3eb; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=13.527272 y=205.425 style="fill: #e2e8ee; stroke: #e2e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=13.527272 y=170.775 style="fill: #eceef1; stroke: #eceef1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=13.527272 y=136.125 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=40.581818 y=378.675 style="fill: #e1e8ee; stroke: #e1e8ee; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=40.581818 y=344.025 style="fill: #e7ebf0; stroke: #e7ebf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=40.581818 y=309.375 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=40.581818 y=274.725 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=40.581818 y=240.075 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=40.581818 y=205.425 style="fill: #ebeef1; stroke: #ebeef1; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=40.581818 y=170.775 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=40.581818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=67.636363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=94.690909 y=378.675 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=94.690909 y=344.025 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=94.690909 y=309.375 style="fill: #e5eaef; stroke: #e5eaef; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=94.690909 y=274.725 style="fill: #e8ecf0; stroke: #e8ecf0; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=94.690909 y=240.075 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=94.690909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=94.690909 y=170.775 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=121.745454 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=121.745454 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=148.8 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=148.8 y=344.025 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=148.8 y=309.375 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=148.8 y=274.725 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=148.8 y=205.425 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=175.854545 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=175.854545 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=175.854545 y=240.075 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=175.854545 y=170.775 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=202.909091 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=202.909091 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=202.909091 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=202.909091 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=202.909091 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=229.963636 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=229.963636 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=229.963636 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=229.963636 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=229.963636 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=257.018181 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=284.072727 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=284.072727 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=311.127272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=311.127272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=311.127272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=338.181818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=392.290909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#p533832ef79)><use xlink:href=#C0_0_1d41bbcac6 x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=p533832ef79><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div><div role=tabpanel class="tab-pane col-sm-12" id=interactions_parch-interactions_parch_sibsp><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=576pt height=396pt viewbox="0 0 576 396" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.332909</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 396 \n",
|
|
"L 576 396 \n",
|
|
"L 576 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"L 72 47.52 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(89.109659 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(179.291477 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(269.473295 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(359.655114 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(449.836932 370.538437) scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_6><g style="fill: #262626" transform="translate(279.690859 384.976406) scale(0.11 -0.11)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_7><g style="fill: #262626" transform="translate(55.1375 342.379219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_8><g style="fill: #262626" transform="translate(55.1375 307.729219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=ytick_3><g id=text_9><g style="fill: #262626" transform="translate(55.1375 273.079219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_4><g id=text_10><g style="fill: #262626" transform="translate(55.1375 238.429219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516 \n",
|
|
"Q 3050 2419 3304 2112 \n",
|
|
"Q 3559 1806 3559 1356 \n",
|
|
"Q 3559 666 3084 287 \n",
|
|
"Q 2609 -91 1734 -91 \n",
|
|
"Q 1441 -91 1130 -33 \n",
|
|
"Q 819 25 488 141 \n",
|
|
"L 488 750 \n",
|
|
"Q 750 597 1062 519 \n",
|
|
"Q 1375 441 1716 441 \n",
|
|
"Q 2309 441 2620 675 \n",
|
|
"Q 2931 909 2931 1356 \n",
|
|
"Q 2931 1769 2642 2001 \n",
|
|
"Q 2353 2234 1838 2234 \n",
|
|
"L 1294 2234 \n",
|
|
"L 1294 2753 \n",
|
|
"L 1863 2753 \n",
|
|
"Q 2328 2753 2575 2939 \n",
|
|
"Q 2822 3125 2822 3475 \n",
|
|
"Q 2822 3834 2567 4026 \n",
|
|
"Q 2313 4219 1838 4219 \n",
|
|
"Q 1578 4219 1281 4162 \n",
|
|
"Q 984 4106 628 3988 \n",
|
|
"L 628 4550 \n",
|
|
"Q 988 4650 1302 4700 \n",
|
|
"Q 1616 4750 1894 4750 \n",
|
|
"Q 2613 4750 3031 4423 \n",
|
|
"Q 3450 4097 3450 3541 \n",
|
|
"Q 3450 3153 3228 2886 \n",
|
|
"Q 3006 2619 2597 2516 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-33 /></g></g></g><g id=ytick_5><g id=text_11><g style="fill: #262626" transform="translate(55.1375 203.779219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_6><g id=text_12><g style="fill: #262626" transform="translate(55.1375 169.129219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666 \n",
|
|
"L 3169 4666 \n",
|
|
"L 3169 4134 \n",
|
|
"L 1269 4134 \n",
|
|
"L 1269 2991 \n",
|
|
"Q 1406 3038 1543 3061 \n",
|
|
"Q 1681 3084 1819 3084 \n",
|
|
"Q 2600 3084 3056 2656 \n",
|
|
"Q 3513 2228 3513 1497 \n",
|
|
"Q 3513 744 3044 326 \n",
|
|
"Q 2575 -91 1722 -91 \n",
|
|
"Q 1428 -91 1123 -41 \n",
|
|
"Q 819 9 494 109 \n",
|
|
"L 494 744 \n",
|
|
"Q 775 591 1075 516 \n",
|
|
"Q 1375 441 1709 441 \n",
|
|
"Q 2250 441 2565 725 \n",
|
|
"Q 2881 1009 2881 1497 \n",
|
|
"Q 2881 1984 2565 2268 \n",
|
|
"Q 2250 2553 1709 2553 \n",
|
|
"Q 1456 2553 1204 2497 \n",
|
|
"Q 953 2441 691 2322 \n",
|
|
"L 691 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_7><g id=text_13><g style="fill: #262626" transform="translate(55.1375 134.479219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_8><g id=text_14><g style="fill: #262626" transform="translate(55.1375 99.829219) scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-37 /></g></g></g><g id=ytick_9><g id=text_15><g style="fill: #262626" transform="translate(55.1375 65.179219) scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /></g></g></g><g id=text_16><g style="fill: #262626" transform="translate(48.849844 214.221563) rotate(-90) scale(0.11 -0.11)"><defs><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_906dad772c d="M 105.818182 -51.645 \n",
|
|
"L 105.818182 -63.195 \n",
|
|
"L 92.290909 -68.97 \n",
|
|
"L 78.763637 -63.195 \n",
|
|
"L 78.763637 -51.645 \n",
|
|
"L 92.290909 -45.87 \n",
|
|
"z\n",
|
|
""/></defs><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=396 style="fill: #377eb8; stroke: #377eb8; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=361.35 style="fill: #c4d6e5; stroke: #c4d6e5; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=326.7 style="fill: #eaedf1; stroke: #eaedf1; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=-0 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=27.054545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=396 style="fill: #e4eaef; stroke: #e4eaef; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=361.35 style="fill: #dbe4ec; stroke: #dbe4ec; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=326.7 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=292.05 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=257.4 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=54.109091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=396 style="fill: #e6ebef; stroke: #e6ebef; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=361.35 style="fill: #e9edf0; stroke: #e9edf0; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=326.7 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=292.05 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=257.4 style="fill: #edeff2; stroke: #edeff2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=222.75 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=81.163636 y=118.8 style="fill: #eef0f2; stroke: #eef0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=108.218181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=361.35 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=135.272727 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=162.327272 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=361.35 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=189.381818 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=361.35 style="fill: #eff0f2; stroke: #eff0f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=216.436363 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=243.490909 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=270.545454 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=297.6 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=324.654545 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=351.709091 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=378.763636 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=396 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=361.35 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=326.7 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=292.05 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=257.4 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=222.75 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=188.1 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=153.45 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=405.818181 y=118.8 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=13.527272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=13.527272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=13.527272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=13.527272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=13.527272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=13.527272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=13.527272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=13.527272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=40.581818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=40.581818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=40.581818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=40.581818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=40.581818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=40.581818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=40.581818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=40.581818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=67.636363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=67.636363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=67.636363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=67.636363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=67.636363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=67.636363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=67.636363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=67.636363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=94.690909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=94.690909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=94.690909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=94.690909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=94.690909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=94.690909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=94.690909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=94.690909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=121.745454 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=121.745454 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=121.745454 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=121.745454 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=121.745454 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=121.745454 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=121.745454 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=121.745454 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=148.8 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=148.8 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=148.8 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=148.8 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=148.8 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=148.8 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=148.8 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=148.8 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=175.854545 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=175.854545 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=175.854545 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=175.854545 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=175.854545 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=175.854545 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=175.854545 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=175.854545 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=202.909091 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=202.909091 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=202.909091 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=202.909091 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=202.909091 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=202.909091 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=202.909091 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=202.909091 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=229.963636 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=229.963636 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=229.963636 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=229.963636 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=229.963636 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=229.963636 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=229.963636 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=229.963636 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=257.018181 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=257.018181 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=257.018181 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=257.018181 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=257.018181 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=257.018181 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=257.018181 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=257.018181 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=284.072727 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=284.072727 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=284.072727 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=284.072727 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=284.072727 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=284.072727 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=284.072727 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=284.072727 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=311.127272 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=311.127272 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=311.127272 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=311.127272 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=311.127272 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=311.127272 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=311.127272 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=311.127272 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=338.181818 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=338.181818 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=338.181818 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=338.181818 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=338.181818 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=338.181818 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=338.181818 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=338.181818 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=365.236363 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=365.236363 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=365.236363 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=365.236363 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=365.236363 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=365.236363 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=365.236363 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=365.236363 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=392.290909 y=378.675 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=392.290909 y=344.025 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=392.290909 y=309.375 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=392.290909 y=274.725 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=392.290909 y=240.075 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=392.290909 y=205.425 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=392.290909 y=170.775 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g><g clip-path=url(#pecfc6a6e79)><use xlink:href=#C0_0_906dad772c x=392.290909 y=136.125 style="fill: #f0f1f2; stroke: #f0f1f2; stroke-width: 0.3"/></g></g><g id=patch_3><path d="M 72 352.44 \n",
|
|
"L 72 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_4><path d="M 518.4 352.44 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g><g id=patch_5><path d="M 72 352.44 \n",
|
|
"L 518.4 352.44 \n",
|
|
"" style="fill: none"/></g><g id=patch_6><path d="M 72 47.52 \n",
|
|
"L 518.4 47.52 \n",
|
|
"" style="fill: none"/></g></g></g><defs><clippath id=pecfc6a6e79><rect x=72 y=47.52 width=446.4 height=304.92 /></clippath></defs></svg></div></div></div></div></div></div></div><div class="row header"><a class=anchor-pos id=missing></a><h1 class=page-header>Missing values</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#missing-bar aria-controls=missing-bar role=tab data-toggle=tab>Count</a></li><li role=presentation><a href=#missing-matrix aria-controls=missing-matrix role=tab data-toggle=tab>Matrix</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=missing-bar><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=720pt height=360pt viewbox="0 0 720 360" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.685328</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 360 \n",
|
|
"L 720 360 \n",
|
|
"L 720 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 252 \n",
|
|
"L 648 252 \n",
|
|
"L 648 72 \n",
|
|
"L 72 72 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(75.731462 274.840551) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(83.465316 291.106697) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-63 x=63.476562 /><use xlink:href=#DejaVuSans-6c x=118.457031 /><use xlink:href=#DejaVuSans-61 x=146.240234 /><use xlink:href=#DejaVuSans-73 x=207.519531 /><use xlink:href=#DejaVuSans-73 x=259.619141 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(98.903944 299.668069) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-76 transform=scale(0.015625) d="M 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 563 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2284 0 \n",
|
|
"L 1503 0 \n",
|
|
"L 191 3500 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-75 x=52.099609 /><use xlink:href=#DejaVuSans-72 x=115.478516 /><use xlink:href=#DejaVuSans-76 x=156.591797 /><use xlink:href=#DejaVuSans-69 x=215.771484 /><use xlink:href=#DejaVuSans-76 x=243.554688 /><use xlink:href=#DejaVuSans-65 x=302.734375 /><use xlink:href=#DejaVuSans-64 x=364.257812 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(115.229145 307.137653) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-66 transform=scale(0.015625) d="M 2375 4863 \n",
|
|
"L 2375 4384 \n",
|
|
"L 1825 4384 \n",
|
|
"Q 1516 4384 1395 4259 \n",
|
|
"Q 1275 4134 1275 3809 \n",
|
|
"L 1275 3500 \n",
|
|
"L 2222 3500 \n",
|
|
"L 2222 3053 \n",
|
|
"L 1275 3053 \n",
|
|
"L 1275 0 \n",
|
|
"L 697 0 \n",
|
|
"L 697 3053 \n",
|
|
"L 147 3053 \n",
|
|
"L 147 3500 \n",
|
|
"L 697 3500 \n",
|
|
"L 697 3744 \n",
|
|
"Q 697 4328 969 4595 \n",
|
|
"Q 1241 4863 1831 4863 \n",
|
|
"L 2375 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494 \n",
|
|
"L 1172 3500 \n",
|
|
"L 2356 3500 \n",
|
|
"L 2356 3053 \n",
|
|
"L 1172 3053 \n",
|
|
"L 1172 1153 \n",
|
|
"Q 1172 725 1289 603 \n",
|
|
"Q 1406 481 1766 481 \n",
|
|
"L 2356 481 \n",
|
|
"L 2356 0 \n",
|
|
"L 1766 0 \n",
|
|
"Q 1100 0 847 248 \n",
|
|
"Q 594 497 594 1153 \n",
|
|
"L 594 3053 \n",
|
|
"L 172 3053 \n",
|
|
"L 172 3500 \n",
|
|
"L 594 3500 \n",
|
|
"L 594 4494 \n",
|
|
"L 1172 4494 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063 \n",
|
|
"L 3263 -1509 \n",
|
|
"L -63 -1509 \n",
|
|
"L -63 -1063 \n",
|
|
"L 3263 -1063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6d transform=scale(0.015625) d="M 3328 2828 \n",
|
|
"Q 3544 3216 3844 3400 \n",
|
|
"Q 4144 3584 4550 3584 \n",
|
|
"Q 5097 3584 5394 3201 \n",
|
|
"Q 5691 2819 5691 2113 \n",
|
|
"L 5691 0 \n",
|
|
"L 5113 0 \n",
|
|
"L 5113 2094 \n",
|
|
"Q 5113 2597 4934 2840 \n",
|
|
"Q 4756 3084 4391 3084 \n",
|
|
"Q 3944 3084 3684 2787 \n",
|
|
"Q 3425 2491 3425 1978 \n",
|
|
"L 3425 0 \n",
|
|
"L 2847 0 \n",
|
|
"L 2847 2094 \n",
|
|
"Q 2847 2600 2669 2842 \n",
|
|
"Q 2491 3084 2119 3084 \n",
|
|
"Q 1678 3084 1418 2786 \n",
|
|
"Q 1159 2488 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1356 3278 1631 3431 \n",
|
|
"Q 1906 3584 2284 3584 \n",
|
|
"Q 2666 3584 2933 3390 \n",
|
|
"Q 3200 3197 3328 2828 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-66 /><use xlink:href=#DejaVuSans-69 x=35.205078 /><use xlink:href=#DejaVuSans-72 x=62.988281 /><use xlink:href=#DejaVuSans-73 x=104.101562 /><use xlink:href=#DejaVuSans-74 x=156.201172 /><use xlink:href=#DejaVuSans-5f x=195.410156 /><use xlink:href=#DejaVuSans-6e x=245.410156 /><use xlink:href=#DejaVuSans-61 x=308.789062 /><use xlink:href=#DejaVuSans-6d x=370.068359 /><use xlink:href=#DejaVuSans-65 x=467.480469 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(141.82661 304.745403) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-6f transform=scale(0.015625) d="M 1959 3097 \n",
|
|
"Q 1497 3097 1228 2736 \n",
|
|
"Q 959 2375 959 1747 \n",
|
|
"Q 959 1119 1226 758 \n",
|
|
"Q 1494 397 1959 397 \n",
|
|
"Q 2419 397 2687 759 \n",
|
|
"Q 2956 1122 2956 1747 \n",
|
|
"Q 2956 2369 2687 2733 \n",
|
|
"Q 2419 3097 1959 3097 \n",
|
|
"z\n",
|
|
"M 1959 3584 \n",
|
|
"Q 2709 3584 3137 3096 \n",
|
|
"Q 3566 2609 3566 1747 \n",
|
|
"Q 3566 888 3137 398 \n",
|
|
"Q 2709 -91 1959 -91 \n",
|
|
"Q 1206 -91 779 398 \n",
|
|
"Q 353 888 353 1747 \n",
|
|
"Q 353 2609 779 3096 \n",
|
|
"Q 1206 3584 1959 3584 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-61 x=52.099609 /><use xlink:href=#DejaVuSans-6c x=113.378906 /><use xlink:href=#DejaVuSans-75 x=141.162109 /><use xlink:href=#DejaVuSans-74 x=204.541016 /><use xlink:href=#DejaVuSans-61 x=243.75 /><use xlink:href=#DejaVuSans-74 x=305.029297 /><use xlink:href=#DejaVuSans-69 x=344.238281 /><use xlink:href=#DejaVuSans-6f x=372.021484 /><use xlink:href=#DejaVuSans-6e x=433.203125 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(164.338227 306.028571) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-6c /><use xlink:href=#DejaVuSans-61 x=27.783203 /><use xlink:href=#DejaVuSans-73 x=89.0625 /><use xlink:href=#DejaVuSans-74 x=141.162109 /><use xlink:href=#DejaVuSans-5f x=180.371094 /><use xlink:href=#DejaVuSans-6e x=230.371094 /><use xlink:href=#DejaVuSans-61 x=293.75 /><use xlink:href=#DejaVuSans-6d x=355.029297 /><use xlink:href=#DejaVuSans-65 x=452.441406 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(213.843645 280.728367) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-78 transform=scale(0.015625) d="M 3513 3500 \n",
|
|
"L 2247 1797 \n",
|
|
"L 3578 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 1881 1375 \n",
|
|
"L 863 0 \n",
|
|
"L 184 0 \n",
|
|
"L 1544 1831 \n",
|
|
"L 300 3500 \n",
|
|
"L 978 3500 \n",
|
|
"L 1906 2253 \n",
|
|
"L 2834 3500 \n",
|
|
"L 3513 3500 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-65 x=52.099609 /><use xlink:href=#DejaVuSans-78 x=111.873047 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(236.719576 281.852437) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(255.359784 287.212229) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=xtick_10><g id=text_10><g style="fill: #262626" transform="translate(277.659269 288.912744) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=xtick_11><g id=text_11><g style="fill: #262626" transform="translate(302.028194 288.543819) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-6b transform=scale(0.015625) d="M 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 1991 \n",
|
|
"L 2875 3500 \n",
|
|
"L 3609 3500 \n",
|
|
"L 1753 1863 \n",
|
|
"L 3688 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 1159 1709 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-74 /><use xlink:href=#DejaVuSans-69 x=39.208984 /><use xlink:href=#DejaVuSans-63 x=66.992188 /><use xlink:href=#DejaVuSans-6b x=121.972656 /><use xlink:href=#DejaVuSans-65 x=176.257812 /><use xlink:href=#DejaVuSans-74 x=237.78125 /></g></g></g><g id=xtick_12><g id=text_12><g style="fill: #262626" transform="translate(331.939069 282.632944) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-66 /><use xlink:href=#DejaVuSans-61 x=35.205078 /><use xlink:href=#DejaVuSans-72 x=96.484375 /><use xlink:href=#DejaVuSans-65 x=135.347656 /></g></g></g><g id=xtick_13><g id=text_13><g style="fill: #262626" transform="translate(350.476669 288.095344) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-63 /><use xlink:href=#DejaVuSans-61 x=54.980469 /><use xlink:href=#DejaVuSans-62 x=116.259766 /><use xlink:href=#DejaVuSans-69 x=179.736328 /><use xlink:href=#DejaVuSans-6e x=207.519531 /></g></g></g><g id=xtick_14><g id=text_14><g style="fill: #262626" transform="translate(357.269763 305.302249) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-65 /><use xlink:href=#DejaVuSans-6d x=61.523438 /><use xlink:href=#DejaVuSans-62 x=158.935547 /><use xlink:href=#DejaVuSans-61 x=222.412109 /><use xlink:href=#DejaVuSans-72 x=283.691406 /><use xlink:href=#DejaVuSans-6b x=324.804688 /><use xlink:href=#DejaVuSans-65 x=379.089844 /><use xlink:href=#DejaVuSans-64 x=440.613281 /></g></g></g><g id=xtick_15><g id=text_15><g style="fill: #262626" transform="translate(401.852335 284.719678) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-62 /><use xlink:href=#DejaVuSans-6f x=63.476562 /><use xlink:href=#DejaVuSans-61 x=124.658203 /><use xlink:href=#DejaVuSans-74 x=185.9375 /></g></g></g><g id=xtick_16><g id=text_16><g style="fill: #262626" transform="translate(424.215229 286.356784) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-62 /><use xlink:href=#DejaVuSans-6f x=63.476562 /><use xlink:href=#DejaVuSans-64 x=124.658203 /><use xlink:href=#DejaVuSans-79 x=188.134766 /></g></g></g><g id=xtick_17><g id=text_17><g style="fill: #262626" transform="translate(448.404303 286.167709) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-63 /><use xlink:href=#DejaVuSans-69 x=54.980469 /><use xlink:href=#DejaVuSans-74 x=82.763672 /><use xlink:href=#DejaVuSans-79 x=121.972656 /><use xlink:href=#DejaVuSans-31 x=181.152344 /></g></g></g><g id=xtick_18><g id=text_18><g style="fill: #262626" transform="translate(467.08025 291.491762) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-74 x=52.099609 /><use xlink:href=#DejaVuSans-61 x=91.308594 /><use xlink:href=#DejaVuSans-74 x=152.587891 /><use xlink:href=#DejaVuSans-65 x=191.796875 /><use xlink:href=#DejaVuSans-31 x=253.320312 /></g></g></g><g id=xtick_19><g id=text_19><g style="fill: #262626" transform="translate(496.404303 286.167709) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-63 /><use xlink:href=#DejaVuSans-69 x=54.980469 /><use xlink:href=#DejaVuSans-74 x=82.763672 /><use xlink:href=#DejaVuSans-79 x=121.972656 /><use xlink:href=#DejaVuSans-32 x=181.152344 /></g></g></g><g id=xtick_20><g id=text_20><g style="fill: #262626" transform="translate(515.08025 291.491762) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-74 x=52.099609 /><use xlink:href=#DejaVuSans-61 x=91.308594 /><use xlink:href=#DejaVuSans-74 x=152.587891 /><use xlink:href=#DejaVuSans-65 x=191.796875 /><use xlink:href=#DejaVuSans-32 x=253.320312 /></g></g></g><g id=xtick_21><g id=text_21><g style="fill: #262626" transform="translate(502.96016 327.406638) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-63 x=63.476562 /><use xlink:href=#DejaVuSans-6c x=118.457031 /><use xlink:href=#DejaVuSans-61 x=146.240234 /><use xlink:href=#DejaVuSans-73 x=207.519531 /><use xlink:href=#DejaVuSans-73 x=259.619141 /><use xlink:href=#DejaVuSans-5f x=311.71875 /><use xlink:href=#DejaVuSans-63 x=361.71875 /><use xlink:href=#DejaVuSans-61 x=416.699219 /><use xlink:href=#DejaVuSans-74 x=477.978516 /><use xlink:href=#DejaVuSans-65 x=517.1875 /><use xlink:href=#DejaVuSans-67 x=578.710938 /><use xlink:href=#DejaVuSans-6f x=642.1875 /><use xlink:href=#DejaVuSans-72 x=703.369141 /><use xlink:href=#DejaVuSans-79 x=744.482422 /></g></g></g><g id=xtick_22><g id=text_22><g style="fill: #262626" transform="translate(491.574461 362.792337) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-63 x=63.476562 /><use xlink:href=#DejaVuSans-6c x=118.457031 /><use xlink:href=#DejaVuSans-61 x=146.240234 /><use xlink:href=#DejaVuSans-73 x=207.519531 /><use xlink:href=#DejaVuSans-73 x=259.619141 /><use xlink:href=#DejaVuSans-5f x=311.71875 /><use xlink:href=#DejaVuSans-63 x=361.71875 /><use xlink:href=#DejaVuSans-61 x=416.699219 /><use xlink:href=#DejaVuSans-74 x=477.978516 /><use xlink:href=#DejaVuSans-65 x=517.1875 /><use xlink:href=#DejaVuSans-67 x=578.710938 /><use xlink:href=#DejaVuSans-6f x=642.1875 /><use xlink:href=#DejaVuSans-72 x=703.369141 /><use xlink:href=#DejaVuSans-79 x=744.482422 /><use xlink:href=#DejaVuSans-5f x=803.662109 /><use xlink:href=#DejaVuSans-65 x=853.662109 /><use xlink:href=#DejaVuSans-6e x=915.185547 /><use xlink:href=#DejaVuSans-63 x=978.564453 /><use xlink:href=#DejaVuSans-6f x=1033.544922 /><use xlink:href=#DejaVuSans-64 x=1094.726562 /><use xlink:href=#DejaVuSans-65 x=1158.203125 /><use xlink:href=#DejaVuSans-64 x=1219.726562 /></g></g></g><g id=xtick_23><g id=text_23><g style="fill: #262626" transform="translate(562.252732 316.114066) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-65 x=52.099609 /><use xlink:href=#DejaVuSans-78 x=111.873047 /><use xlink:href=#DejaVuSans-5f x=171.052734 /><use xlink:href=#DejaVuSans-65 x=221.052734 /><use xlink:href=#DejaVuSans-6e x=282.576172 /><use xlink:href=#DejaVuSans-63 x=345.955078 /><use xlink:href=#DejaVuSans-6f x=400.935547 /><use xlink:href=#DejaVuSans-64 x=462.117188 /><use xlink:href=#DejaVuSans-65 x=525.59375 /><use xlink:href=#DejaVuSans-64 x=587.117188 /></g></g></g><g id=xtick_24><g id=text_24><g style="fill: #262626" transform="translate(561.67885 340.687948) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-65 /><use xlink:href=#DejaVuSans-6d x=61.523438 /><use xlink:href=#DejaVuSans-62 x=158.935547 /><use xlink:href=#DejaVuSans-61 x=222.412109 /><use xlink:href=#DejaVuSans-72 x=283.691406 /><use xlink:href=#DejaVuSans-6b x=324.804688 /><use xlink:href=#DejaVuSans-65 x=379.089844 /><use xlink:href=#DejaVuSans-64 x=440.613281 /><use xlink:href=#DejaVuSans-5f x=504.089844 /><use xlink:href=#DejaVuSans-65 x=554.089844 /><use xlink:href=#DejaVuSans-6e x=615.613281 /><use xlink:href=#DejaVuSans-63 x=678.992188 /><use xlink:href=#DejaVuSans-6f x=733.972656 /><use xlink:href=#DejaVuSans-64 x=795.154297 /><use xlink:href=#DejaVuSans-65 x=858.630859 /><use xlink:href=#DejaVuSans-64 x=920.154297 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_25><g style="fill: #262626" transform="translate(44.905435 255.964402) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250 \n",
|
|
"Q 1547 4250 1301 3770 \n",
|
|
"Q 1056 3291 1056 2328 \n",
|
|
"Q 1056 1369 1301 889 \n",
|
|
"Q 1547 409 2034 409 \n",
|
|
"Q 2525 409 2770 889 \n",
|
|
"Q 3016 1369 3016 2328 \n",
|
|
"Q 3016 3291 2770 3770 \n",
|
|
"Q 2525 4250 2034 4250 \n",
|
|
"z\n",
|
|
"M 2034 4750 \n",
|
|
"Q 2819 4750 3233 4129 \n",
|
|
"Q 3647 3509 3647 2328 \n",
|
|
"Q 3647 1150 3233 529 \n",
|
|
"Q 2819 -91 2034 -91 \n",
|
|
"Q 1250 -91 836 529 \n",
|
|
"Q 422 1150 422 2328 \n",
|
|
"Q 422 3509 836 4129 \n",
|
|
"Q 1250 4750 2034 4750 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794 \n",
|
|
"L 1344 794 \n",
|
|
"L 1344 0 \n",
|
|
"L 684 0 \n",
|
|
"L 684 794 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g><g id=ytick_2><g id=text_26><g style="fill: #262626" transform="translate(44.905435 221.678688) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-32 x=95.410156 /></g></g></g><g id=ytick_3><g id=text_27><g style="fill: #262626" transform="translate(44.905435 187.392974) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116 \n",
|
|
"L 825 1625 \n",
|
|
"L 2419 1625 \n",
|
|
"L 2419 4116 \n",
|
|
"z\n",
|
|
"M 2253 4666 \n",
|
|
"L 3047 4666 \n",
|
|
"L 3047 1625 \n",
|
|
"L 3713 1625 \n",
|
|
"L 3713 1100 \n",
|
|
"L 3047 1100 \n",
|
|
"L 3047 0 \n",
|
|
"L 2419 0 \n",
|
|
"L 2419 1100 \n",
|
|
"L 313 1100 \n",
|
|
"L 313 1709 \n",
|
|
"L 2253 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-34 x=95.410156 /></g></g></g><g id=ytick_4><g id=text_28><g style="fill: #262626" transform="translate(44.905435 153.107259) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584 \n",
|
|
"Q 1688 2584 1439 2293 \n",
|
|
"Q 1191 2003 1191 1497 \n",
|
|
"Q 1191 994 1439 701 \n",
|
|
"Q 1688 409 2113 409 \n",
|
|
"Q 2538 409 2786 701 \n",
|
|
"Q 3034 994 3034 1497 \n",
|
|
"Q 3034 2003 2786 2293 \n",
|
|
"Q 2538 2584 2113 2584 \n",
|
|
"z\n",
|
|
"M 3366 4563 \n",
|
|
"L 3366 3988 \n",
|
|
"Q 3128 4100 2886 4159 \n",
|
|
"Q 2644 4219 2406 4219 \n",
|
|
"Q 1781 4219 1451 3797 \n",
|
|
"Q 1122 3375 1075 2522 \n",
|
|
"Q 1259 2794 1537 2939 \n",
|
|
"Q 1816 3084 2150 3084 \n",
|
|
"Q 2853 3084 3261 2657 \n",
|
|
"Q 3669 2231 3669 1497 \n",
|
|
"Q 3669 778 3244 343 \n",
|
|
"Q 2819 -91 2113 -91 \n",
|
|
"Q 1303 -91 875 529 \n",
|
|
"Q 447 1150 447 2328 \n",
|
|
"Q 447 3434 972 4092 \n",
|
|
"Q 1497 4750 2381 4750 \n",
|
|
"Q 2619 4750 2861 4703 \n",
|
|
"Q 3103 4656 3366 4563 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-36 x=95.410156 /></g></g></g><g id=ytick_5><g id=text_29><g style="fill: #262626" transform="translate(44.905435 118.821545) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-30 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-38 x=95.410156 /></g></g></g><g id=ytick_6><g id=text_30><g style="fill: #262626" transform="translate(44.905435 84.535831) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-2e x=63.623047 /><use xlink:href=#DejaVuSans-30 x=95.410156 /></g></g></g></g><g id=patch_3><path d="M 78 252 \n",
|
|
"L 90 252 \n",
|
|
"L 90 80.571429 \n",
|
|
"L 78 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 102 252 \n",
|
|
"L 114 252 \n",
|
|
"L 114 80.571429 \n",
|
|
"L 102 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 126 252 \n",
|
|
"L 138 252 \n",
|
|
"L 138 80.571429 \n",
|
|
"L 126 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 150 252 \n",
|
|
"L 162 252 \n",
|
|
"L 162 80.571429 \n",
|
|
"L 150 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 174 252 \n",
|
|
"L 186 252 \n",
|
|
"L 186 80.571429 \n",
|
|
"L 174 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_8><path d="M 198 252 \n",
|
|
"L 210 252 \n",
|
|
"L 210 80.571429 \n",
|
|
"L 198 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_9><path d="M 222 252 \n",
|
|
"L 234 252 \n",
|
|
"L 234 80.571429 \n",
|
|
"L 222 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 246 252 \n",
|
|
"L 258 252 \n",
|
|
"L 258 80.571429 \n",
|
|
"L 246 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 270 252 \n",
|
|
"L 282 252 \n",
|
|
"L 282 80.571429 \n",
|
|
"L 270 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_12><path d="M 294 252 \n",
|
|
"L 306 252 \n",
|
|
"L 306 80.571429 \n",
|
|
"L 294 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_13><path d="M 318 252 \n",
|
|
"L 330 252 \n",
|
|
"L 330 80.571429 \n",
|
|
"L 318 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_14><path d="M 342 252 \n",
|
|
"L 354 252 \n",
|
|
"L 354 80.571429 \n",
|
|
"L 342 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_15><path d="M 366 252 \n",
|
|
"L 378 252 \n",
|
|
"L 378 80.571429 \n",
|
|
"L 366 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_16><path d="M 390 252 \n",
|
|
"L 402 252 \n",
|
|
"L 402 80.571429 \n",
|
|
"L 390 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_17><path d="M 414 252 \n",
|
|
"L 426 252 \n",
|
|
"L 426 80.571429 \n",
|
|
"L 414 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_18><path d="M 438 252 \n",
|
|
"L 450 252 \n",
|
|
"L 450 80.571429 \n",
|
|
"L 438 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_19><path d="M 462 252 \n",
|
|
"L 474 252 \n",
|
|
"L 474 80.571429 \n",
|
|
"L 462 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_20><path d="M 486 252 \n",
|
|
"L 498 252 \n",
|
|
"L 498 80.571429 \n",
|
|
"L 486 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_21><path d="M 510 252 \n",
|
|
"L 522 252 \n",
|
|
"L 522 80.571429 \n",
|
|
"L 510 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_22><path d="M 534 252 \n",
|
|
"L 546 252 \n",
|
|
"L 546 80.571429 \n",
|
|
"L 534 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_23><path d="M 558 252 \n",
|
|
"L 570 252 \n",
|
|
"L 570 80.571429 \n",
|
|
"L 558 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_24><path d="M 582 252 \n",
|
|
"L 594 252 \n",
|
|
"L 594 80.571429 \n",
|
|
"L 582 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_25><path d="M 606 252 \n",
|
|
"L 618 252 \n",
|
|
"L 618 80.571429 \n",
|
|
"L 606 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_26><path d="M 630 252 \n",
|
|
"L 642 252 \n",
|
|
"L 642 80.571429 \n",
|
|
"L 630 80.571429 \n",
|
|
"z\n",
|
|
"" clip-path=url(#p1873fd7548) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g></g><g id=axes_2><g id=matplotlib.axis_3><g id=xtick_25><g id=text_31><g style="fill: #262626" transform="translate(89.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_26><g id=text_32><g style="fill: #262626" transform="translate(113.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_27><g id=text_33><g style="fill: #262626" transform="translate(137.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_28><g id=text_34><g style="fill: #262626" transform="translate(161.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_29><g id=text_35><g style="fill: #262626" transform="translate(185.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_30><g id=text_36><g style="fill: #262626" transform="translate(209.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_31><g id=text_37><g style="fill: #262626" transform="translate(233.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_32><g id=text_38><g style="fill: #262626" transform="translate(257.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_33><g id=text_39><g style="fill: #262626" transform="translate(281.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_34><g id=text_40><g style="fill: #262626" transform="translate(305.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_35><g id=text_41><g style="fill: #262626" transform="translate(329.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_36><g id=text_42><g style="fill: #262626" transform="translate(353.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_37><g id=text_43><g style="fill: #262626" transform="translate(377.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_38><g id=text_44><g style="fill: #262626" transform="translate(401.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_39><g id=text_45><g style="fill: #262626" transform="translate(425.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_40><g id=text_46><g style="fill: #262626" transform="translate(449.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_41><g id=text_47><g style="fill: #262626" transform="translate(473.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_42><g id=text_48><g style="fill: #262626" transform="translate(497.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_43><g id=text_49><g style="fill: #262626" transform="translate(521.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_44><g id=text_50><g style="fill: #262626" transform="translate(545.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_45><g id=text_51><g style="fill: #262626" transform="translate(569.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_46><g id=text_52><g style="fill: #262626" transform="translate(593.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_47><g id=text_53><g style="fill: #262626" transform="translate(617.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g><g id=xtick_48><g id=text_54><g style="fill: #262626" transform="translate(641.606511 59.965501) rotate(-45) scale(0.104348 -0.104348)"><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g></g></g></g><defs><clippath id=p1873fd7548><rect x=72 y=72 width=576 height=180 /></clippath></defs></svg><div class="caption text-center text-muted"> A simple visualization of nullity by column. </div></div><div role=tabpanel class="tab-pane col-sm-12" id=missing-matrix><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n",
|
|
" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=720pt height=288pt viewbox="0 0 720 288" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-04-22T19:44:16.875440</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 288 \n",
|
|
"L 720 288 \n",
|
|
"L 720 0 \n",
|
|
"L 0 0 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 72 230.4 \n",
|
|
"L 648 230.4 \n",
|
|
"L 648 86.4 \n",
|
|
"L 72 86.4 \n",
|
|
"z\n",
|
|
"" style="fill: #ffffff"/></g><g clip-path=url(#p0cb4cda999)><image xlink:href="data:image/png;base64,\n",
|
|
"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" id=imagefd3ac08b83 style=image-rendering:crisp-edges;image-rendering:pixelated width=24 height=1287 transform="matrix(24 0 0 0.111888 72 86.4)"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" transform="translate(88.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500 \n",
|
|
"L 1178 3500 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 3500 \n",
|
|
"z\n",
|
|
"M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 4134 \n",
|
|
"L 603 4134 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969 \n",
|
|
"L 2906 4863 \n",
|
|
"L 3481 4863 \n",
|
|
"L 3481 0 \n",
|
|
"L 2906 0 \n",
|
|
"L 2906 525 \n",
|
|
"Q 2725 213 2448 61 \n",
|
|
"Q 2172 -91 1784 -91 \n",
|
|
"Q 1150 -91 751 415 \n",
|
|
"Q 353 922 353 1747 \n",
|
|
"Q 353 2572 751 3078 \n",
|
|
"Q 1150 3584 1784 3584 \n",
|
|
"Q 2172 3584 2448 3432 \n",
|
|
"Q 2725 3281 2906 2969 \n",
|
|
"z\n",
|
|
"M 947 1747 \n",
|
|
"Q 947 1113 1208 752 \n",
|
|
"Q 1469 391 1925 391 \n",
|
|
"Q 2381 391 2643 752 \n",
|
|
"Q 2906 1113 2906 1747 \n",
|
|
"Q 2906 2381 2643 2742 \n",
|
|
"Q 2381 3103 1925 3103 \n",
|
|
"Q 1469 3103 1208 2742 \n",
|
|
"Q 947 2381 947 1747 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-69 /><use xlink:href=#DejaVuSans-64 x=27.783203 /></g></g></g><g id=xtick_2><g id=text_2><g style="fill: #262626" transform="translate(112.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525 \n",
|
|
"L 1159 -1331 \n",
|
|
"L 581 -1331 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"z\n",
|
|
"M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366 \n",
|
|
"L 3122 2828 \n",
|
|
"Q 2878 2963 2633 3030 \n",
|
|
"Q 2388 3097 2138 3097 \n",
|
|
"Q 1578 3097 1268 2742 \n",
|
|
"Q 959 2388 959 1747 \n",
|
|
"Q 959 1106 1268 751 \n",
|
|
"Q 1578 397 2138 397 \n",
|
|
"Q 2388 397 2633 464 \n",
|
|
"Q 2878 531 3122 666 \n",
|
|
"L 3122 134 \n",
|
|
"Q 2881 22 2623 -34 \n",
|
|
"Q 2366 -91 2075 -91 \n",
|
|
"Q 1284 -91 818 406 \n",
|
|
"Q 353 903 353 1747 \n",
|
|
"Q 353 2603 823 3093 \n",
|
|
"Q 1294 3584 2113 3584 \n",
|
|
"Q 2378 3584 2631 3529 \n",
|
|
"Q 2884 3475 3122 3366 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863 \n",
|
|
"L 1178 4863 \n",
|
|
"L 1178 0 \n",
|
|
"L 603 0 \n",
|
|
"L 603 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759 \n",
|
|
"Q 1497 1759 1228 1600 \n",
|
|
"Q 959 1441 959 1056 \n",
|
|
"Q 959 750 1161 570 \n",
|
|
"Q 1363 391 1709 391 \n",
|
|
"Q 2188 391 2477 730 \n",
|
|
"Q 2766 1069 2766 1631 \n",
|
|
"L 2766 1759 \n",
|
|
"L 2194 1759 \n",
|
|
"z\n",
|
|
"M 3341 1997 \n",
|
|
"L 3341 0 \n",
|
|
"L 2766 0 \n",
|
|
"L 2766 531 \n",
|
|
"Q 2569 213 2275 61 \n",
|
|
"Q 1981 -91 1556 -91 \n",
|
|
"Q 1019 -91 701 211 \n",
|
|
"Q 384 513 384 1019 \n",
|
|
"Q 384 1609 779 1909 \n",
|
|
"Q 1175 2209 1959 2209 \n",
|
|
"L 2766 2209 \n",
|
|
"L 2766 2266 \n",
|
|
"Q 2766 2663 2505 2880 \n",
|
|
"Q 2244 3097 1772 3097 \n",
|
|
"Q 1472 3097 1187 3025 \n",
|
|
"Q 903 2953 641 2809 \n",
|
|
"L 641 3341 \n",
|
|
"Q 956 3463 1253 3523 \n",
|
|
"Q 1550 3584 1831 3584 \n",
|
|
"Q 2591 3584 2966 3190 \n",
|
|
"Q 3341 2797 3341 1997 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397 \n",
|
|
"L 2834 2853 \n",
|
|
"Q 2591 2978 2328 3040 \n",
|
|
"Q 2066 3103 1784 3103 \n",
|
|
"Q 1356 3103 1142 2972 \n",
|
|
"Q 928 2841 928 2578 \n",
|
|
"Q 928 2378 1081 2264 \n",
|
|
"Q 1234 2150 1697 2047 \n",
|
|
"L 1894 2003 \n",
|
|
"Q 2506 1872 2764 1633 \n",
|
|
"Q 3022 1394 3022 966 \n",
|
|
"Q 3022 478 2636 193 \n",
|
|
"Q 2250 -91 1575 -91 \n",
|
|
"Q 1294 -91 989 -36 \n",
|
|
"Q 684 19 347 128 \n",
|
|
"L 347 722 \n",
|
|
"Q 666 556 975 473 \n",
|
|
"Q 1284 391 1588 391 \n",
|
|
"Q 1994 391 2212 530 \n",
|
|
"Q 2431 669 2431 922 \n",
|
|
"Q 2431 1156 2273 1281 \n",
|
|
"Q 2116 1406 1581 1522 \n",
|
|
"L 1381 1569 \n",
|
|
"Q 847 1681 609 1914 \n",
|
|
"Q 372 2147 372 2553 \n",
|
|
"Q 372 3047 722 3315 \n",
|
|
"Q 1072 3584 1716 3584 \n",
|
|
"Q 2034 3584 2315 3537 \n",
|
|
"Q 2597 3491 2834 3397 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-63 x=63.476562 /><use xlink:href=#DejaVuSans-6c x=118.457031 /><use xlink:href=#DejaVuSans-61 x=146.240234 /><use xlink:href=#DejaVuSans-73 x=207.519531 /><use xlink:href=#DejaVuSans-73 x=259.619141 /></g></g></g><g id=xtick_3><g id=text_3><g style="fill: #262626" transform="translate(136.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381 \n",
|
|
"L 544 3500 \n",
|
|
"L 1119 3500 \n",
|
|
"L 1119 1403 \n",
|
|
"Q 1119 906 1312 657 \n",
|
|
"Q 1506 409 1894 409 \n",
|
|
"Q 2359 409 2629 706 \n",
|
|
"Q 2900 1003 2900 1516 \n",
|
|
"L 2900 3500 \n",
|
|
"L 3475 3500 \n",
|
|
"L 3475 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 2900 538 \n",
|
|
"Q 2691 219 2414 64 \n",
|
|
"Q 2138 -91 1772 -91 \n",
|
|
"Q 1169 -91 856 284 \n",
|
|
"Q 544 659 544 1381 \n",
|
|
"z\n",
|
|
"M 1991 3584 \n",
|
|
"L 1991 3584 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963 \n",
|
|
"Q 2534 3019 2420 3045 \n",
|
|
"Q 2306 3072 2169 3072 \n",
|
|
"Q 1681 3072 1420 2755 \n",
|
|
"Q 1159 2438 1159 1844 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1341 3275 1631 3429 \n",
|
|
"Q 1922 3584 2338 3584 \n",
|
|
"Q 2397 3584 2469 3576 \n",
|
|
"Q 2541 3569 2628 3553 \n",
|
|
"L 2631 2963 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-76 transform=scale(0.015625) d="M 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 563 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2284 0 \n",
|
|
"L 1503 0 \n",
|
|
"L 191 3500 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894 \n",
|
|
"L 3597 1613 \n",
|
|
"L 953 1613 \n",
|
|
"Q 991 1019 1311 708 \n",
|
|
"Q 1631 397 2203 397 \n",
|
|
"Q 2534 397 2845 478 \n",
|
|
"Q 3156 559 3463 722 \n",
|
|
"L 3463 178 \n",
|
|
"Q 3153 47 2828 -22 \n",
|
|
"Q 2503 -91 2169 -91 \n",
|
|
"Q 1331 -91 842 396 \n",
|
|
"Q 353 884 353 1716 \n",
|
|
"Q 353 2575 817 3079 \n",
|
|
"Q 1281 3584 2069 3584 \n",
|
|
"Q 2775 3584 3186 3129 \n",
|
|
"Q 3597 2675 3597 1894 \n",
|
|
"z\n",
|
|
"M 3022 2063 \n",
|
|
"Q 3016 2534 2758 2815 \n",
|
|
"Q 2500 3097 2075 3097 \n",
|
|
"Q 1594 3097 1305 2825 \n",
|
|
"Q 1016 2553 972 2059 \n",
|
|
"L 3022 2063 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-75 x=52.099609 /><use xlink:href=#DejaVuSans-72 x=115.478516 /><use xlink:href=#DejaVuSans-76 x=156.591797 /><use xlink:href=#DejaVuSans-69 x=215.771484 /><use xlink:href=#DejaVuSans-76 x=243.554688 /><use xlink:href=#DejaVuSans-65 x=302.734375 /><use xlink:href=#DejaVuSans-64 x=364.257812 /></g></g></g><g id=xtick_4><g id=text_4><g style="fill: #262626" transform="translate(160.485209 74.508229) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-66 transform=scale(0.015625) d="M 2375 4863 \n",
|
|
"L 2375 4384 \n",
|
|
"L 1825 4384 \n",
|
|
"Q 1516 4384 1395 4259 \n",
|
|
"Q 1275 4134 1275 3809 \n",
|
|
"L 1275 3500 \n",
|
|
"L 2222 3500 \n",
|
|
"L 2222 3053 \n",
|
|
"L 1275 3053 \n",
|
|
"L 1275 0 \n",
|
|
"L 697 0 \n",
|
|
"L 697 3053 \n",
|
|
"L 147 3053 \n",
|
|
"L 147 3500 \n",
|
|
"L 697 3500 \n",
|
|
"L 697 3744 \n",
|
|
"Q 697 4328 969 4595 \n",
|
|
"Q 1241 4863 1831 4863 \n",
|
|
"L 2375 4863 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494 \n",
|
|
"L 1172 3500 \n",
|
|
"L 2356 3500 \n",
|
|
"L 2356 3053 \n",
|
|
"L 1172 3053 \n",
|
|
"L 1172 1153 \n",
|
|
"Q 1172 725 1289 603 \n",
|
|
"Q 1406 481 1766 481 \n",
|
|
"L 2356 481 \n",
|
|
"L 2356 0 \n",
|
|
"L 1766 0 \n",
|
|
"Q 1100 0 847 248 \n",
|
|
"Q 594 497 594 1153 \n",
|
|
"L 594 3053 \n",
|
|
"L 172 3053 \n",
|
|
"L 172 3500 \n",
|
|
"L 594 3500 \n",
|
|
"L 594 4494 \n",
|
|
"L 1172 4494 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063 \n",
|
|
"L 3263 -1509 \n",
|
|
"L -63 -1509 \n",
|
|
"L -63 -1063 \n",
|
|
"L 3263 -1063 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-6d transform=scale(0.015625) d="M 3328 2828 \n",
|
|
"Q 3544 3216 3844 3400 \n",
|
|
"Q 4144 3584 4550 3584 \n",
|
|
"Q 5097 3584 5394 3201 \n",
|
|
"Q 5691 2819 5691 2113 \n",
|
|
"L 5691 0 \n",
|
|
"L 5113 0 \n",
|
|
"L 5113 2094 \n",
|
|
"Q 5113 2597 4934 2840 \n",
|
|
"Q 4756 3084 4391 3084 \n",
|
|
"Q 3944 3084 3684 2787 \n",
|
|
"Q 3425 2491 3425 1978 \n",
|
|
"L 3425 0 \n",
|
|
"L 2847 0 \n",
|
|
"L 2847 2094 \n",
|
|
"Q 2847 2600 2669 2842 \n",
|
|
"Q 2491 3084 2119 3084 \n",
|
|
"Q 1678 3084 1418 2786 \n",
|
|
"Q 1159 2488 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 3500 \n",
|
|
"L 1159 3500 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1356 3278 1631 3431 \n",
|
|
"Q 1906 3584 2284 3584 \n",
|
|
"Q 2666 3584 2933 3390 \n",
|
|
"Q 3200 3197 3328 2828 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-66 /><use xlink:href=#DejaVuSans-69 x=35.205078 /><use xlink:href=#DejaVuSans-72 x=62.988281 /><use xlink:href=#DejaVuSans-73 x=104.101562 /><use xlink:href=#DejaVuSans-74 x=156.201172 /><use xlink:href=#DejaVuSans-5f x=195.410156 /><use xlink:href=#DejaVuSans-6e x=245.410156 /><use xlink:href=#DejaVuSans-61 x=308.789062 /><use xlink:href=#DejaVuSans-6d x=370.068359 /><use xlink:href=#DejaVuSans-65 x=467.480469 /></g></g></g><g id=xtick_5><g id=text_5><g style="fill: #262626" transform="translate(184.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-6f transform=scale(0.015625) d="M 1959 3097 \n",
|
|
"Q 1497 3097 1228 2736 \n",
|
|
"Q 959 2375 959 1747 \n",
|
|
"Q 959 1119 1226 758 \n",
|
|
"Q 1494 397 1959 397 \n",
|
|
"Q 2419 397 2687 759 \n",
|
|
"Q 2956 1122 2956 1747 \n",
|
|
"Q 2956 2369 2687 2733 \n",
|
|
"Q 2419 3097 1959 3097 \n",
|
|
"z\n",
|
|
"M 1959 3584 \n",
|
|
"Q 2709 3584 3137 3096 \n",
|
|
"Q 3566 2609 3566 1747 \n",
|
|
"Q 3566 888 3137 398 \n",
|
|
"Q 2709 -91 1959 -91 \n",
|
|
"Q 1206 -91 779 398 \n",
|
|
"Q 353 888 353 1747 \n",
|
|
"Q 353 2609 779 3096 \n",
|
|
"Q 1206 3584 1959 3584 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-61 x=52.099609 /><use xlink:href=#DejaVuSans-6c x=113.378906 /><use xlink:href=#DejaVuSans-75 x=141.162109 /><use xlink:href=#DejaVuSans-74 x=204.541016 /><use xlink:href=#DejaVuSans-61 x=243.75 /><use xlink:href=#DejaVuSans-74 x=305.029297 /><use xlink:href=#DejaVuSans-69 x=344.238281 /><use xlink:href=#DejaVuSans-6f x=372.021484 /><use xlink:href=#DejaVuSans-6e x=433.203125 /></g></g></g><g id=xtick_6><g id=text_6><g style="fill: #262626" transform="translate(208.485209 74.508229) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-6c /><use xlink:href=#DejaVuSans-61 x=27.783203 /><use xlink:href=#DejaVuSans-73 x=89.0625 /><use xlink:href=#DejaVuSans-74 x=141.162109 /><use xlink:href=#DejaVuSans-5f x=180.371094 /><use xlink:href=#DejaVuSans-6e x=230.371094 /><use xlink:href=#DejaVuSans-61 x=293.75 /><use xlink:href=#DejaVuSans-6d x=355.029297 /><use xlink:href=#DejaVuSans-65 x=452.441406 /></g></g></g><g id=xtick_7><g id=text_7><g style="fill: #262626" transform="translate(232.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-78 transform=scale(0.015625) d="M 3513 3500 \n",
|
|
"L 2247 1797 \n",
|
|
"L 3578 0 \n",
|
|
"L 2900 0 \n",
|
|
"L 1881 1375 \n",
|
|
"L 863 0 \n",
|
|
"L 184 0 \n",
|
|
"L 1544 1831 \n",
|
|
"L 300 3500 \n",
|
|
"L 978 3500 \n",
|
|
"L 1906 2253 \n",
|
|
"L 2834 3500 \n",
|
|
"L 3513 3500 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-65 x=52.099609 /><use xlink:href=#DejaVuSans-78 x=111.873047 /></g></g></g><g id=xtick_8><g id=text_8><g style="fill: #262626" transform="translate(256.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791 \n",
|
|
"Q 2906 2416 2648 2759 \n",
|
|
"Q 2391 3103 1925 3103 \n",
|
|
"Q 1463 3103 1205 2759 \n",
|
|
"Q 947 2416 947 1791 \n",
|
|
"Q 947 1169 1205 825 \n",
|
|
"Q 1463 481 1925 481 \n",
|
|
"Q 2391 481 2648 825 \n",
|
|
"Q 2906 1169 2906 1791 \n",
|
|
"z\n",
|
|
"M 3481 434 \n",
|
|
"Q 3481 -459 3084 -895 \n",
|
|
"Q 2688 -1331 1869 -1331 \n",
|
|
"Q 1566 -1331 1297 -1286 \n",
|
|
"Q 1028 -1241 775 -1147 \n",
|
|
"L 775 -588 \n",
|
|
"Q 1028 -725 1275 -790 \n",
|
|
"Q 1522 -856 1778 -856 \n",
|
|
"Q 2344 -856 2625 -561 \n",
|
|
"Q 2906 -266 2906 331 \n",
|
|
"L 2906 616 \n",
|
|
"Q 2728 306 2450 153 \n",
|
|
"Q 2172 0 1784 0 \n",
|
|
"Q 1141 0 747 490 \n",
|
|
"Q 353 981 353 1791 \n",
|
|
"Q 353 2603 747 3093 \n",
|
|
"Q 1141 3584 1784 3584 \n",
|
|
"Q 2172 3584 2450 3431 \n",
|
|
"Q 2728 3278 2906 2969 \n",
|
|
"L 2906 3500 \n",
|
|
"L 3481 3500 \n",
|
|
"L 3481 434 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-61 /><use xlink:href=#DejaVuSans-67 x=61.279297 /><use xlink:href=#DejaVuSans-65 x=124.755859 /></g></g></g><g id=xtick_9><g id=text_9><g style="fill: #262626" transform="translate(280.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747 \n",
|
|
"Q 3116 2381 2855 2742 \n",
|
|
"Q 2594 3103 2138 3103 \n",
|
|
"Q 1681 3103 1420 2742 \n",
|
|
"Q 1159 2381 1159 1747 \n",
|
|
"Q 1159 1113 1420 752 \n",
|
|
"Q 1681 391 2138 391 \n",
|
|
"Q 2594 391 2855 752 \n",
|
|
"Q 3116 1113 3116 1747 \n",
|
|
"z\n",
|
|
"M 1159 2969 \n",
|
|
"Q 1341 3281 1617 3432 \n",
|
|
"Q 1894 3584 2278 3584 \n",
|
|
"Q 2916 3584 3314 3078 \n",
|
|
"Q 3713 2572 3713 1747 \n",
|
|
"Q 3713 922 3314 415 \n",
|
|
"Q 2916 -91 2278 -91 \n",
|
|
"Q 1894 -91 1617 61 \n",
|
|
"Q 1341 213 1159 525 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2969 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-69 x=52.099609 /><use xlink:href=#DejaVuSans-62 x=79.882812 /><use xlink:href=#DejaVuSans-73 x=143.359375 /><use xlink:href=#DejaVuSans-70 x=195.458984 /></g></g></g><g id=xtick_10><g id=text_10><g style="fill: #262626" transform="translate(304.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-68 transform=scale(0.015625) d="M 3513 2113 \n",
|
|
"L 3513 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 2938 2094 \n",
|
|
"Q 2938 2591 2744 2837 \n",
|
|
"Q 2550 3084 2163 3084 \n",
|
|
"Q 1697 3084 1428 2787 \n",
|
|
"Q 1159 2491 1159 1978 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 2956 \n",
|
|
"Q 1366 3272 1645 3428 \n",
|
|
"Q 1925 3584 2291 3584 \n",
|
|
"Q 2894 3584 3203 3211 \n",
|
|
"Q 3513 2838 3513 2113 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-61 x=63.476562 /><use xlink:href=#DejaVuSans-72 x=124.755859 /><use xlink:href=#DejaVuSans-63 x=163.619141 /><use xlink:href=#DejaVuSans-68 x=218.599609 /></g></g></g><g id=xtick_11><g id=text_11><g style="fill: #262626" transform="translate(328.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-6b transform=scale(0.015625) d="M 581 4863 \n",
|
|
"L 1159 4863 \n",
|
|
"L 1159 1991 \n",
|
|
"L 2875 3500 \n",
|
|
"L 3609 3500 \n",
|
|
"L 1753 1863 \n",
|
|
"L 3688 0 \n",
|
|
"L 2938 0 \n",
|
|
"L 1159 1709 \n",
|
|
"L 1159 0 \n",
|
|
"L 581 0 \n",
|
|
"L 581 4863 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-74 /><use xlink:href=#DejaVuSans-69 x=39.208984 /><use xlink:href=#DejaVuSans-63 x=66.992188 /><use xlink:href=#DejaVuSans-6b x=121.972656 /><use xlink:href=#DejaVuSans-65 x=176.257812 /><use xlink:href=#DejaVuSans-74 x=237.78125 /></g></g></g><g id=xtick_12><g id=text_12><g style="fill: #262626" transform="translate(352.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-66 /><use xlink:href=#DejaVuSans-61 x=35.205078 /><use xlink:href=#DejaVuSans-72 x=96.484375 /><use xlink:href=#DejaVuSans-65 x=135.347656 /></g></g></g><g id=xtick_13><g id=text_13><g style="fill: #262626" transform="translate(376.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-63 /><use xlink:href=#DejaVuSans-61 x=54.980469 /><use xlink:href=#DejaVuSans-62 x=116.259766 /><use xlink:href=#DejaVuSans-69 x=179.736328 /><use xlink:href=#DejaVuSans-6e x=207.519531 /></g></g></g><g id=xtick_14><g id=text_14><g style="fill: #262626" transform="translate(400.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-65 /><use xlink:href=#DejaVuSans-6d x=61.523438 /><use xlink:href=#DejaVuSans-62 x=158.935547 /><use xlink:href=#DejaVuSans-61 x=222.412109 /><use xlink:href=#DejaVuSans-72 x=283.691406 /><use xlink:href=#DejaVuSans-6b x=324.804688 /><use xlink:href=#DejaVuSans-65 x=379.089844 /><use xlink:href=#DejaVuSans-64 x=440.613281 /></g></g></g><g id=xtick_15><g id=text_15><g style="fill: #262626" transform="translate(424.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-62 /><use xlink:href=#DejaVuSans-6f x=63.476562 /><use xlink:href=#DejaVuSans-61 x=124.658203 /><use xlink:href=#DejaVuSans-74 x=185.9375 /></g></g></g><g id=xtick_16><g id=text_16><g style="fill: #262626" transform="translate(448.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325 \n",
|
|
"Q 1816 -950 1584 -1140 \n",
|
|
"Q 1353 -1331 966 -1331 \n",
|
|
"L 506 -1331 \n",
|
|
"L 506 -850 \n",
|
|
"L 844 -850 \n",
|
|
"Q 1081 -850 1212 -737 \n",
|
|
"Q 1344 -625 1503 -206 \n",
|
|
"L 1606 56 \n",
|
|
"L 191 3500 \n",
|
|
"L 800 3500 \n",
|
|
"L 1894 763 \n",
|
|
"L 2988 3500 \n",
|
|
"L 3597 3500 \n",
|
|
"L 2059 -325 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-62 /><use xlink:href=#DejaVuSans-6f x=63.476562 /><use xlink:href=#DejaVuSans-64 x=124.658203 /><use xlink:href=#DejaVuSans-79 x=188.134766 /></g></g></g><g id=xtick_17><g id=text_17><g style="fill: #262626" transform="translate(472.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531 \n",
|
|
"L 1825 531 \n",
|
|
"L 1825 4091 \n",
|
|
"L 703 3866 \n",
|
|
"L 703 4441 \n",
|
|
"L 1819 4666 \n",
|
|
"L 2450 4666 \n",
|
|
"L 2450 531 \n",
|
|
"L 3481 531 \n",
|
|
"L 3481 0 \n",
|
|
"L 794 0 \n",
|
|
"L 794 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-63 /><use xlink:href=#DejaVuSans-69 x=54.980469 /><use xlink:href=#DejaVuSans-74 x=82.763672 /><use xlink:href=#DejaVuSans-79 x=121.972656 /><use xlink:href=#DejaVuSans-31 x=181.152344 /></g></g></g><g id=xtick_18><g id=text_18><g style="fill: #262626" transform="translate(496.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-74 x=52.099609 /><use xlink:href=#DejaVuSans-61 x=91.308594 /><use xlink:href=#DejaVuSans-74 x=152.587891 /><use xlink:href=#DejaVuSans-65 x=191.796875 /><use xlink:href=#DejaVuSans-31 x=253.320312 /></g></g></g><g id=xtick_19><g id=text_19><g style="fill: #262626" transform="translate(520.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531 \n",
|
|
"L 3431 531 \n",
|
|
"L 3431 0 \n",
|
|
"L 469 0 \n",
|
|
"L 469 531 \n",
|
|
"Q 828 903 1448 1529 \n",
|
|
"Q 2069 2156 2228 2338 \n",
|
|
"Q 2531 2678 2651 2914 \n",
|
|
"Q 2772 3150 2772 3378 \n",
|
|
"Q 2772 3750 2511 3984 \n",
|
|
"Q 2250 4219 1831 4219 \n",
|
|
"Q 1534 4219 1204 4116 \n",
|
|
"Q 875 4013 500 3803 \n",
|
|
"L 500 4441 \n",
|
|
"Q 881 4594 1212 4672 \n",
|
|
"Q 1544 4750 1819 4750 \n",
|
|
"Q 2544 4750 2975 4387 \n",
|
|
"Q 3406 4025 3406 3419 \n",
|
|
"Q 3406 3131 3298 2873 \n",
|
|
"Q 3191 2616 2906 2266 \n",
|
|
"Q 2828 2175 2409 1742 \n",
|
|
"Q 1991 1309 1228 531 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-63 /><use xlink:href=#DejaVuSans-69 x=54.980469 /><use xlink:href=#DejaVuSans-74 x=82.763672 /><use xlink:href=#DejaVuSans-79 x=121.972656 /><use xlink:href=#DejaVuSans-32 x=181.152344 /></g></g></g><g id=xtick_20><g id=text_20><g style="fill: #262626" transform="translate(544.485209 74.672401) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-74 x=52.099609 /><use xlink:href=#DejaVuSans-61 x=91.308594 /><use xlink:href=#DejaVuSans-74 x=152.587891 /><use xlink:href=#DejaVuSans-65 x=191.796875 /><use xlink:href=#DejaVuSans-32 x=253.320312 /></g></g></g><g id=xtick_21><g id=text_21><g style="fill: #262626" transform="translate(568.485209 74.508229) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-63 x=63.476562 /><use xlink:href=#DejaVuSans-6c x=118.457031 /><use xlink:href=#DejaVuSans-61 x=146.240234 /><use xlink:href=#DejaVuSans-73 x=207.519531 /><use xlink:href=#DejaVuSans-73 x=259.619141 /><use xlink:href=#DejaVuSans-5f x=311.71875 /><use xlink:href=#DejaVuSans-63 x=361.71875 /><use xlink:href=#DejaVuSans-61 x=416.699219 /><use xlink:href=#DejaVuSans-74 x=477.978516 /><use xlink:href=#DejaVuSans-65 x=517.1875 /><use xlink:href=#DejaVuSans-67 x=578.710938 /><use xlink:href=#DejaVuSans-6f x=642.1875 /><use xlink:href=#DejaVuSans-72 x=703.369141 /><use xlink:href=#DejaVuSans-79 x=744.482422 /></g></g></g><g id=xtick_22><g id=text_22><g style="fill: #262626" transform="translate(592.485209 74.508229) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-70 /><use xlink:href=#DejaVuSans-63 x=63.476562 /><use xlink:href=#DejaVuSans-6c x=118.457031 /><use xlink:href=#DejaVuSans-61 x=146.240234 /><use xlink:href=#DejaVuSans-73 x=207.519531 /><use xlink:href=#DejaVuSans-73 x=259.619141 /><use xlink:href=#DejaVuSans-5f x=311.71875 /><use xlink:href=#DejaVuSans-63 x=361.71875 /><use xlink:href=#DejaVuSans-61 x=416.699219 /><use xlink:href=#DejaVuSans-74 x=477.978516 /><use xlink:href=#DejaVuSans-65 x=517.1875 /><use xlink:href=#DejaVuSans-67 x=578.710938 /><use xlink:href=#DejaVuSans-6f x=642.1875 /><use xlink:href=#DejaVuSans-72 x=703.369141 /><use xlink:href=#DejaVuSans-79 x=744.482422 /><use xlink:href=#DejaVuSans-5f x=803.662109 /><use xlink:href=#DejaVuSans-65 x=853.662109 /><use xlink:href=#DejaVuSans-6e x=915.185547 /><use xlink:href=#DejaVuSans-63 x=978.564453 /><use xlink:href=#DejaVuSans-6f x=1033.544922 /><use xlink:href=#DejaVuSans-64 x=1094.726562 /><use xlink:href=#DejaVuSans-65 x=1158.203125 /><use xlink:href=#DejaVuSans-64 x=1219.726562 /></g></g></g><g id=xtick_23><g id=text_23><g style="fill: #262626" transform="translate(616.485209 74.508229) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-73 /><use xlink:href=#DejaVuSans-65 x=52.099609 /><use xlink:href=#DejaVuSans-78 x=111.873047 /><use xlink:href=#DejaVuSans-5f x=171.052734 /><use xlink:href=#DejaVuSans-65 x=221.052734 /><use xlink:href=#DejaVuSans-6e x=282.576172 /><use xlink:href=#DejaVuSans-63 x=345.955078 /><use xlink:href=#DejaVuSans-6f x=400.935547 /><use xlink:href=#DejaVuSans-64 x=462.117188 /><use xlink:href=#DejaVuSans-65 x=525.59375 /><use xlink:href=#DejaVuSans-64 x=587.117188 /></g></g></g><g id=xtick_24><g id=text_24><g style="fill: #262626" transform="translate(640.485209 74.508229) rotate(-45) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-65 /><use xlink:href=#DejaVuSans-6d x=61.523438 /><use xlink:href=#DejaVuSans-62 x=158.935547 /><use xlink:href=#DejaVuSans-61 x=222.412109 /><use xlink:href=#DejaVuSans-72 x=283.691406 /><use xlink:href=#DejaVuSans-6b x=324.804688 /><use xlink:href=#DejaVuSans-65 x=379.089844 /><use xlink:href=#DejaVuSans-64 x=440.613281 /><use xlink:href=#DejaVuSans-5f x=504.089844 /><use xlink:href=#DejaVuSans-65 x=554.089844 /><use xlink:href=#DejaVuSans-6e x=615.613281 /><use xlink:href=#DejaVuSans-63 x=678.992188 /><use xlink:href=#DejaVuSans-6f x=733.972656 /><use xlink:href=#DejaVuSans-64 x=795.154297 /><use xlink:href=#DejaVuSans-65 x=858.630859 /><use xlink:href=#DejaVuSans-64 x=920.154297 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_25><g style="fill: #262626" transform="translate(56.188696 89.627466) scale(0.083478 -0.083478)"><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=ytick_2><g id=text_26><g style="fill: #262626" transform="translate(40.254783 233.515578) scale(0.083478 -0.083478)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216 \n",
|
|
"Q 1584 2216 1326 1975 \n",
|
|
"Q 1069 1734 1069 1313 \n",
|
|
"Q 1069 891 1326 650 \n",
|
|
"Q 1584 409 2034 409 \n",
|
|
"Q 2484 409 2743 651 \n",
|
|
"Q 3003 894 3003 1313 \n",
|
|
"Q 3003 1734 2745 1975 \n",
|
|
"Q 2488 2216 2034 2216 \n",
|
|
"z\n",
|
|
"M 1403 2484 \n",
|
|
"Q 997 2584 770 2862 \n",
|
|
"Q 544 3141 544 3541 \n",
|
|
"Q 544 4100 942 4425 \n",
|
|
"Q 1341 4750 2034 4750 \n",
|
|
"Q 2731 4750 3128 4425 \n",
|
|
"Q 3525 4100 3525 3541 \n",
|
|
"Q 3525 3141 3298 2862 \n",
|
|
"Q 3072 2584 2669 2484 \n",
|
|
"Q 3125 2378 3379 2068 \n",
|
|
"Q 3634 1759 3634 1313 \n",
|
|
"Q 3634 634 3220 271 \n",
|
|
"Q 2806 -91 2034 -91 \n",
|
|
"Q 1263 -91 848 271 \n",
|
|
"Q 434 634 434 1313 \n",
|
|
"Q 434 1759 690 2068 \n",
|
|
"Q 947 2378 1403 2484 \n",
|
|
"z\n",
|
|
"M 1172 3481 \n",
|
|
"Q 1172 3119 1398 2916 \n",
|
|
"Q 1625 2713 2034 2713 \n",
|
|
"Q 2441 2713 2670 2916 \n",
|
|
"Q 2900 3119 2900 3481 \n",
|
|
"Q 2900 3844 2670 4047 \n",
|
|
"Q 2441 4250 2034 4250 \n",
|
|
"Q 1625 4250 1398 4047 \n",
|
|
"Q 1172 3844 1172 3481 \n",
|
|
"z\n",
|
|
""/><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666 \n",
|
|
"L 3525 4666 \n",
|
|
"L 3525 4397 \n",
|
|
"L 1831 0 \n",
|
|
"L 1172 0 \n",
|
|
"L 2766 4134 \n",
|
|
"L 525 4134 \n",
|
|
"L 525 4666 \n",
|
|
"z\n",
|
|
""/></defs><use xlink:href=#DejaVuSans-31 /><use xlink:href=#DejaVuSans-32 x=63.623047 /><use xlink:href=#DejaVuSans-38 x=127.246094 /><use xlink:href=#DejaVuSans-37 x=190.869141 /></g></g></g></g><g id=line2d_1><path d="M 96 230.4 \n",
|
|
"L 96 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_2><path d="M 120 230.4 \n",
|
|
"L 120 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_3><path d="M 144 230.4 \n",
|
|
"L 144 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_4><path d="M 168 230.4 \n",
|
|
"L 168 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_5><path d="M 192 230.4 \n",
|
|
"L 192 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_6><path d="M 216 230.4 \n",
|
|
"L 216 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_7><path d="M 240 230.4 \n",
|
|
"L 240 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_8><path d="M 264 230.4 \n",
|
|
"L 264 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_9><path d="M 288 230.4 \n",
|
|
"L 288 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_10><path d="M 312 230.4 \n",
|
|
"L 312 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_11><path d="M 336 230.4 \n",
|
|
"L 336 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_12><path d="M 360 230.4 \n",
|
|
"L 360 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_13><path d="M 384 230.4 \n",
|
|
"L 384 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_14><path d="M 408 230.4 \n",
|
|
"L 408 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_15><path d="M 432 230.4 \n",
|
|
"L 432 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_16><path d="M 456 230.4 \n",
|
|
"L 456 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_17><path d="M 480 230.4 \n",
|
|
"L 480 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_18><path d="M 504 230.4 \n",
|
|
"L 504 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_19><path d="M 528 230.4 \n",
|
|
"L 528 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_20><path d="M 552 230.4 \n",
|
|
"L 552 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_21><path d="M 576 230.4 \n",
|
|
"L 576 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_22><path d="M 600 230.4 \n",
|
|
"L 600 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g><g id=line2d_23><path d="M 624 230.4 \n",
|
|
"L 624 86.4 \n",
|
|
"" clip-path=url(#p0cb4cda999) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g></g></g><defs><clippath id=p0cb4cda999><rect x=72 y=86.4 width=576 height=144 /></clippath></defs></svg><div class="caption text-center text-muted"> Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion. </div></div></div></div></div><div class="row header"><a class=anchor-pos id=sample></a><h1 class=page-header>Sample</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#sample-head aria-controls=sample-head role=tab data-toggle=tab>First rows</a></li><li role=presentation><a href=#sample-tail aria-controls=sample-tail role=tab data-toggle=tab>Last rows</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=sample-head><div id=sample-container class=col-sm-12><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>id</th><th>pclass</th><th>survived</th><th>first_name</th><th>salutation</th><th>last_name</th><th>sex</th><th>age</th><th>sibsp</th><th>parch</th><th>ticket</th><th>fare</th><th>cabin</th><th>embarked</th><th>boat</th><th>body</th><th>city1</th><th>state1</th><th>city2</th><th>state2</th><th>pclass_category</th><th>pclass_category_encoded</th><th>sex_encoded</th><th>embarked_encoded</th></tr></thead><tbody><tr><th>0</th><td>1</td><td>1</td><td>1</td><td>Elisabeth Walton</td><td>Miss</td><td>Allen</td><td>female</td><td>29.00</td><td>0</td><td>0</td><td>24160</td><td>211.3375</td><td>B5</td><td>S</td><td>2</td><td></td><td>St Louis</td><td>MO</td><td></td><td>\\r</td><td>Upper</td><td>2</td><td>0</td><td>3</td></tr><tr><th>1</th><td>2</td><td>1</td><td>1</td><td>Hudson Trevor</td><td>Master</td><td>Allison</td><td>male</td><td>0.92</td><td>1</td><td>2</td><td>113781</td><td>151.5500</td><td>C22 C26</td><td>S</td><td>11</td><td></td><td>Montreal</td><td>PQ</td><td>Chesterville</td><td>ON\\r</td><td>Upper</td><td>2</td><td>1</td><td>3</td></tr><tr><th>2</th><td>3</td><td>1</td><td>0</td><td>Helen Loraine</td><td>Miss</td><td>Allison</td><td>female</td><td>2.00</td><td>1</td><td>2</td><td>113781</td><td>151.5500</td><td>C22 C26</td><td>S</td><td></td><td></td><td>Montreal</td><td>PQ</td><td>Chesterville</td><td>ON\\r</td><td>Upper</td><td>2</td><td>0</td><td>3</td></tr><tr><th>3</th><td>4</td><td>1</td><td>0</td><td>Hudson Joshua Creighton</td><td>Mr</td><td>Allison</td><td>male</td><td>30.00</td><td>1</td><td>2</td><td>113781</td><td>151.5500</td><td>C22 C26</td><td>S</td><td></td><td>135</td><td>Montreal</td><td>PQ</td><td>Chesterville</td><td>ON\\r</td><td>Upper</td><td>2</td><td>1</td><td>3</td></tr><tr><th>4</th><td>5</td><td>1</td><td>0</td><td>Hudson J C (Bessie Waldo Daniels)</td><td>Mrs</td><td>Allison</td><td>female</td><td>25.00</td><td>1</td><td>2</td><td>113781</td><td>151.5500</td><td>C22 C26</td><td>S</td><td></td><td></td><td>Montreal</td><td>PQ</td><td>Chesterville</td><td>ON\\r</td><td>Upper</td><td>2</td><td>0</td><td>3</td></tr><tr><th>5</th><td>6</td><td>1</td><td>1</td><td>Harry</td><td>Mr</td><td>Anderson</td><td>male</td><td>48.00</td><td>0</td><td>0</td><td>19952</td><td>26.5500</td><td>E12</td><td>S</td><td>3</td><td></td><td>New York</td><td>NY</td><td></td><td>\\r</td><td>Upper</td><td>2</td><td>1</td><td>3</td></tr><tr><th>6</th><td>7</td><td>1</td><td>1</td><td>Kornelia Theodosia</td><td>Miss</td><td>Andrews</td><td>female</td><td>63.00</td><td>1</td><td>0</td><td>13502</td><td>77.9583</td><td>D7</td><td>S</td><td>10</td><td></td><td>Hudson</td><td>NY</td><td></td><td>\\r</td><td>Upper</td><td>2</td><td>0</td><td>3</td></tr><tr><th>7</th><td>8</td><td>1</td><td>0</td><td>Thomas Jr</td><td>Mr</td><td>Andrews</td><td>male</td><td>39.00</td><td>0</td><td>0</td><td>112050</td><td>0.0000</td><td>A36</td><td>S</td><td></td><td></td><td>Belfast</td><td>NI</td><td></td><td>\\r</td><td>Upper</td><td>2</td><td>1</td><td>3</td></tr><tr><th>8</th><td>9</td><td>1</td><td>1</td><td>Edward Dale (Charlotte Lamson)</td><td>Mrs</td><td>Appleton</td><td>female</td><td>53.00</td><td>2</td><td>0</td><td>11769</td><td>51.4792</td><td>C101</td><td>S</td><td>D</td><td></td><td>Queens</td><td>NY</td><td></td><td>\\r</td><td>Upper</td><td>2</td><td>0</td><td>3</td></tr><tr><th>9</th><td>10</td><td>1</td><td>0</td><td>Ramon</td><td>Mr</td><td>Artagaveytia</td><td>male</td><td>71.00</td><td>0</td><td>0</td><td>PC 17609</td><td>49.5042</td><td></td><td>C</td><td></td><td>22</td><td>Montevideo</td><td>Uruguay</td><td></td><td>\\r</td><td>Upper</td><td>2</td><td>1</td><td>1</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=sample-tail><div id=sample-container class=col-sm-12><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>id</th><th>pclass</th><th>survived</th><th>first_name</th><th>salutation</th><th>last_name</th><th>sex</th><th>age</th><th>sibsp</th><th>parch</th><th>ticket</th><th>fare</th><th>cabin</th><th>embarked</th><th>boat</th><th>body</th><th>city1</th><th>state1</th><th>city2</th><th>state2</th><th>pclass_category</th><th>pclass_category_encoded</th><th>sex_encoded</th><th>embarked_encoded</th></tr></thead><tbody><tr><th>1277</th><td>1300</td><td>3</td><td>0</td><td>Antoni</td><td>Mr</td><td>Yasbeck</td><td>male</td><td>27.0</td><td>1</td><td>0</td><td>2659</td><td>14.4542</td><td></td><td>C</td><td>C</td><td></td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>1</td><td>1</td></tr><tr><th>1278</th><td>1301</td><td>3</td><td>1</td><td>Antoni (Selini Alexander)</td><td>Mrs</td><td>Yasbeck</td><td>female</td><td>15.0</td><td>1</td><td>0</td><td>2659</td><td>14.4542</td><td></td><td>C</td><td></td><td></td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>0</td><td>1</td></tr><tr><th>1279</th><td>1302</td><td>3</td><td>0</td><td>Gerious</td><td>Mr</td><td>Youseff</td><td>male</td><td>45.5</td><td>0</td><td>0</td><td>2628</td><td>7.2250</td><td></td><td>C</td><td></td><td>312</td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>1</td><td>1</td></tr><tr><th>1280</th><td>1303</td><td>3</td><td>0</td><td>Wazli</td><td>Mr</td><td>Yousif</td><td>male</td><td>0.0</td><td>0</td><td>0</td><td>2647</td><td>7.2250</td><td></td><td>C</td><td></td><td></td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>1</td><td>1</td></tr><tr><th>1281</th><td>1304</td><td>3</td><td>0</td><td>Gerious</td><td>Mr</td><td>Yousseff</td><td>male</td><td>0.0</td><td>0</td><td>0</td><td>2627</td><td>14.4583</td><td></td><td>C</td><td></td><td></td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>1</td><td>1</td></tr><tr><th>1282</th><td>1305</td><td>3</td><td>0</td><td>Hileni</td><td>Miss</td><td>Zabour</td><td>female</td><td>14.5</td><td>1</td><td>0</td><td>2665</td><td>14.4542</td><td></td><td>C</td><td></td><td>328</td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>0</td><td>1</td></tr><tr><th>1283</th><td>1306</td><td>3</td><td>0</td><td>Thamine</td><td>Miss</td><td>Zabour</td><td>female</td><td>0.0</td><td>1</td><td>0</td><td>2665</td><td>14.4542</td><td></td><td>C</td><td></td><td></td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>0</td><td>1</td></tr><tr><th>1284</th><td>1307</td><td>3</td><td>0</td><td>Mapriededer</td><td>Mr</td><td>Zakarian</td><td>male</td><td>26.5</td><td>0</td><td>0</td><td>2656</td><td>7.2250</td><td></td><td>C</td><td></td><td>304</td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>1</td><td>1</td></tr><tr><th>1285</th><td>1308</td><td>3</td><td>0</td><td>Ortin</td><td>Mr</td><td>Zakarian</td><td>male</td><td>27.0</td><td>0</td><td>0</td><td>2670</td><td>7.2250</td><td></td><td>C</td><td></td><td></td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>1</td><td>1</td></tr><tr><th>1286</th><td>1309</td><td>3</td><td>0</td><td>Leo</td><td>Mr</td><td>Zimmerman</td><td>male</td><td>29.0</td><td>0</td><td>0</td><td>315082</td><td>7.8750</td><td></td><td>S</td><td></td><td></td><td></td><td></td><td></td><td>\\r</td><td>Lower</td><td>0</td><td>1</td><td>3</td></tr></tbody></table></div></div></div></div></div></div></div><footer><div class=container-fluid><div class="row center-block footer-text"><p class="text-muted text-center">Report generated by <a href="https://ydata.ai/?utm_source=opensource&utm_medium=pandasprofiling&utm_campaign=report">YData</a>.</p></div></div></footer><script>\n",
|
|
"/*! jQuery v1.12.4 | (c) jQuery Foundation | jquery.org/license */\n",
|
|
"!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=a.document,e=c.slice,f=c.concat,g=c.push,h=c.indexOf,i={},j=i.toString,k=i.hasOwnProperty,l={},m="1.12.4",n=function(a,b){return new n.fn.init(a,b)},o=/^[\\s\\uFEFF\\xA0]+|[\\s\\uFEFF\\xA0]+$/g,p=/^-ms-/,q=/-([\\da-z])/gi,r=function(a,b){return b.toUpperCase()};n.fn=n.prototype={jquery:m,constructor:n,selector:"",length:0,toArray:function(){return e.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:e.call(this)},pushStack:function(a){var b=n.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a){return n.each(this,a)},map:function(a){return this.pushStack(n.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(e.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor()},push:g,sort:c.sort,splice:c.splice},n.extend=n.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||n.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(n.isPlainObject(c)||(b=n.isArray(c)))?(b?(b=!1,f=a&&n.isArray(a)?a:[]):f=a&&n.isPlainObject(a)?a:{},g[d]=n.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},n.extend({expando:"jQuery"+(m+Math.random()).replace(/\\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===n.type(a)},isArray:Array.isArray||function(a){return"array"===n.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){var b=a&&a.toString();return!n.isArray(a)&&b-parseFloat(b)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==n.type(a)||a.nodeType||n.isWindow(a))return!1;try{if(a.constructor&&!k.call(a,"constructor")&&!k.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(!l.ownFirst)for(b in a)return k.call(a,b);for(b in a);return void 0===b||k.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?i[j.call(a)]||"object":typeof a},globalEval:function(b){b&&n.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(p,"ms-").replace(q,r)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b){var c,d=0;if(s(a)){for(c=a.length;c>d;d++)if(b.call(a[d],d,a[d])===!1)break}else for(d in a)if(b.call(a[d],d,a[d])===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(o,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(s(Object(a))?n.merge(c,"string"==typeof a?[a]:a):g.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(h)return h.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,e,g=0,h=[];if(s(a))for(d=a.length;d>g;g++)e=b(a[g],g,c),null!=e&&h.push(e);else for(g in a)e=b(a[g],g,c),null!=e&&h.push(e);return f.apply([],h)},guid:1,proxy:function(a,b){var c,d,f;return"string"==typeof b&&(f=a[b],b=a,a=f),n.isFunction(a)?(c=e.call(arguments,2),d=function(){return a.apply(b||this,c.concat(e.call(arguments)))},d.guid=a.guid=a.guid||n.guid++,d):void 0},now:function(){return+new Date},support:l}),"function"==typeof Symbol&&(n.fn[Symbol.iterator]=c[Symbol.iterator]),n.each("Boolean Number String Function Array Date RegExp Object Error Symbol".split(" "),function(a,b){i["[object "+b+"]"]=b.toLowerCase()});function s(a){var b=!!a&&"length"in a&&a.length,c=n.type(a);return"function"===c||n.isWindow(a)?!1:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var t=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ga(),z=ga(),A=ga(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\\\x20\\\\t\\\\r\\\\n\\\\f]",M="(?:\\\\\\\\.|[\\\\w-]|[^\\\\x00-\\\\xa0])+",N="\\\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\\\\\.|[^\\\\\\\\'])*)'|\\"((?:\\\\\\\\.|[^\\\\\\\\\\"])*)\\"|("+M+"))|)"+L+"*\\\\]",O=":("+M+")(?:\\\\((('((?:\\\\\\\\.|[^\\\\\\\\'])*)'|\\"((?:\\\\\\\\.|[^\\\\\\\\\\"])*)\\")|((?:\\\\\\\\.|[^\\\\\\\\()[\\\\]]|"+N+")*)|.*)\\\\)|)",P=new RegExp(L+"+","g"),Q=new RegExp("^"+L+"+|((?:^|[^\\\\\\\\])(?:\\\\\\\\.)*)"+L+"+$","g"),R=new RegExp("^"+L+"*,"+L+"*"),S=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),T=new RegExp("="+L+"*([^\\\\]'\\"]*?)"+L+"*\\\\]","g"),U=new RegExp(O),V=new RegExp("^"+M+"$"),W={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\\\.("+M+")"),TAG:new RegExp("^("+M+"|[*])"),ATTR:new RegExp("^"+N),PSEUDO:new RegExp("^"+O),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\\\("+L+"*(even|odd|(([+-]|)(\\\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\\\d+)|))"+L+"*\\\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\\\("+L+"*((?:-\\\\d)?\\\\d*)"+L+"*\\\\)|)(?=[^-]|$)","i")},X=/^(?:input|select|textarea|button)$/i,Y=/^h\\d$/i,Z=/^[^{]+\\{\\s*\\[native \\w/,$=/^(?:#([\\w-]+)|(\\w+)|\\.([\\w-]+))$/,_=/[+~]/,aa=/'|\\\\/g,ba=new RegExp("\\\\\\\\([\\\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),ca=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},da=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(ea){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function fa(a,b,d,e){var f,h,j,k,l,o,r,s,w=b&&b.ownerDocument,x=b?b.nodeType:9;if(d=d||[],"string"!=typeof a||!a||1!==x&&9!==x&&11!==x)return d;if(!e&&((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,p)){if(11!==x&&(o=$.exec(a)))if(f=o[1]){if(9===x){if(!(j=b.getElementById(f)))return d;if(j.id===f)return d.push(j),d}else if(w&&(j=w.getElementById(f))&&t(b,j)&&j.id===f)return d.push(j),d}else{if(o[2])return H.apply(d,b.getElementsByTagName(a)),d;if((f=o[3])&&c.getElementsByClassName&&b.getElementsByClassName)return H.apply(d,b.getElementsByClassName(f)),d}if(c.qsa&&!A[a+" "]&&(!q||!q.test(a))){if(1!==x)w=b,s=a;else if("object"!==b.nodeName.toLowerCase()){(k=b.getAttribute("id"))?k=k.replace(aa,"\\\\$&"):b.setAttribute("id",k=u),r=g(a),h=r.length,l=V.test(k)?"#"+k:"[id='"+k+"']";while(h--)r[h]=l+" "+qa(r[h]);s=r.join(","),w=_.test(a)&&oa(b.parentNode)||b}if(s)try{return H.apply(d,w.querySelectorAll(s)),d}catch(y){}finally{k===u&&b.removeAttribute("id")}}}return i(a.replace(Q,"$1"),b,d,e)}function ga(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ha(a){return a[u]=!0,a}function ia(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ja(a,b){var c=a.split("|"),e=c.length;while(e--)d.attrHandle[c[e]]=b}function ka(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function la(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function na(a){return ha(function(b){return b=+b,ha(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function oa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=fa.support={},f=fa.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=fa.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=n.documentElement,p=!f(n),(e=n.defaultView)&&e.top!==e&&(e.addEventListener?e.addEventListener("unload",da,!1):e.attachEvent&&e.attachEvent("onunload",da)),c.attributes=ia(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ia(function(a){return a.appendChild(n.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=Z.test(n.getElementsByClassName),c.getById=ia(function(a){return o.appendChild(a).id=u,!n.getElementsByName||!n.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ba,ca);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ba,ca);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return"undefined"!=typeof b.getElementsByClassName&&p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=Z.test(n.querySelectorAll))&&(ia(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\\r\\\\' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\\"\\")"),a.querySelectorAll("[selected]").length||q.push("\\\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ia(function(a){var b=n.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=Z.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ia(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",O)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=Z.test(o.compareDocumentPosition),t=b||Z.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===n||a.ownerDocument===v&&t(v,a)?-1:b===n||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,g=[a],h=[b];if(!e||!f)return a===n?-1:b===n?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return ka(a,b);c=a;while(c=c.parentNode)g.unshift(c);c=b;while(c=c.parentNode)h.unshift(c);while(g[d]===h[d])d++;return d?ka(g[d],h[d]):g[d]===v?-1:h[d]===v?1:0},n):n},fa.matches=function(a,b){return fa(a,null,null,b)},fa.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(T,"='$1']"),c.matchesSelector&&p&&!A[b+" "]&&(!r||!r.test(b))&&(!q||!q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return fa(b,n,null,[a]).length>0},fa.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},fa.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},fa.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},fa.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=fa.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=fa.selectors={cacheLength:50,createPseudo:ha,match:W,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ba,ca),a[3]=(a[3]||a[4]||a[5]||"").replace(ba,ca),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||fa.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&fa.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return W.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&U.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ba,ca).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=fa.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(P," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h,t=!1;if(q){if(f){while(p){m=b;while(m=m[p])if(h?m.nodeName.toLowerCase()===r:1===m.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){m=q,l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),j=k[a]||[],n=j[0]===w&&j[1],t=n&&j[2],m=n&&q.childNodes[n];while(m=++n&&m&&m[p]||(t=n=0)||o.pop())if(1===m.nodeType&&++t&&m===b){k[a]=[w,n,t];break}}else if(s&&(m=b,l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),j=k[a]||[],n=j[0]===w&&j[1],t=n),t===!1)while(m=++n&&m&&m[p]||(t=n=0)||o.pop())if((h?m.nodeName.toLowerCase()===r:1===m.nodeType)&&++t&&(s&&(l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),k[a]=[w,t]),m===b))break;return t-=e,t===d||t%d===0&&t/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||fa.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ha(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ha(function(a){var b=[],c=[],d=h(a.replace(Q,"$1"));return d[u]?ha(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ha(function(a){return function(b){return fa(a,b).length>0}}),contains:ha(function(a){return a=a.replace(ba,ca),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ha(function(a){return V.test(a||"")||fa.error("unsupported lang: "+a),a=a.replace(ba,ca).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Y.test(a.nodeName)},input:function(a){return X.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:na(function(){return[0]}),last:na(function(a,b){return[b-1]}),eq:na(function(a,b,c){return[0>c?c+b:c]}),even:na(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:na(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:na(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:na(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=la(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=ma(b);function pa(){}pa.prototype=d.filters=d.pseudos,d.setFilters=new pa,g=fa.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){c&&!(e=R.exec(h))||(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=S.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(Q," ")}),h=h.slice(c.length));for(g in d.filter)!(e=W[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?fa.error(a):z(a,i).slice(0)};function qa(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function ra(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j,k=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(j=b[u]||(b[u]={}),i=j[b.uniqueID]||(j[b.uniqueID]={}),(h=i[d])&&h[0]===w&&h[1]===f)return k[2]=h[2];if(i[d]=k,k[2]=a(b,c,g))return!0}}}function sa(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ta(a,b,c){for(var d=0,e=b.length;e>d;d++)fa(a,b[d],c);return c}function ua(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(c&&!c(f,d,e)||(g.push(f),j&&b.push(h)));return g}function va(a,b,c,d,e,f){return d&&!d[u]&&(d=va(d)),e&&!e[u]&&(e=va(e,f)),ha(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ta(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:ua(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=ua(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=ua(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function wa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=ra(function(a){return a===b},h,!0),l=ra(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[ra(sa(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return va(i>1&&sa(m),i>1&&qa(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(Q,"$1"),c,e>i&&wa(a.slice(i,e)),f>e&&wa(a=a.slice(e)),f>e&&qa(a))}m.push(c)}return sa(m)}function xa(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,o,q,r=0,s="0",t=f&&[],u=[],v=j,x=f||e&&d.find.TAG("*",k),y=w+=null==v?1:Math.random()||.1,z=x.length;for(k&&(j=g===n||g||k);s!==z&&null!=(l=x[s]);s++){if(e&&l){o=0,g||l.ownerDocument===n||(m(l),h=!p);while(q=a[o++])if(q(l,g||n,h)){i.push(l);break}k&&(w=y)}c&&((l=!q&&l)&&r--,f&&t.push(l))}if(r+=s,c&&s!==r){o=0;while(q=b[o++])q(t,u,g,h);if(f){if(r>0)while(s--)t[s]||u[s]||(u[s]=F.call(i));u=ua(u)}H.apply(i,u),k&&!f&&u.length>0&&r+b.length>1&&fa.uniqueSort(i)}return k&&(w=y,j=v),t};return c?ha(f):f}return h=fa.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=wa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,xa(e,d)),f.selector=a}return f},i=fa.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ba,ca),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=W.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ba,ca),_.test(j[0].type)&&oa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&qa(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,!b||_.test(a)&&oa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ia(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ia(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ja("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ia(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ja("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ia(function(a){return null==a.getAttribute("disabled")})||ja(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),fa}(a);n.find=t,n.expr=t.selectors,n.expr[":"]=n.expr.pseudos,n.uniqueSort=n.unique=t.uniqueSort,n.text=t.getText,n.isXMLDoc=t.isXML,n.contains=t.contains;var u=function(a,b,c){var d=[],e=void 0!==c;while((a=a[b])&&9!==a.nodeType)if(1===a.nodeType){if(e&&n(a).is(c))break;d.push(a)}return d},v=function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c},w=n.expr.match.needsContext,x=/^<([\\w-]+)\\s*\\/?>(?:<\\/\\1>|)$/,y=/^.[^:#\\[\\.,]*$/;function z(a,b,c){if(n.isFunction(b))return n.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return n.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(y.test(b))return n.filter(b,a,c);b=n.filter(b,a)}return n.grep(a,function(a){return n.inArray(a,b)>-1!==c})}n.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?n.find.matchesSelector(d,a)?[d]:[]:n.find.matches(a,n.grep(b,function(a){return 1===a.nodeType}))},n.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(n(a).filter(function(){for(b=0;e>b;b++)if(n.contains(d[b],this))return!0}));for(b=0;e>b;b++)n.find(a,d[b],c);return c=this.pushStack(e>1?n.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(z(this,a||[],!1))},not:function(a){return this.pushStack(z(this,a||[],!0))},is:function(a){return!!z(this,"string"==typeof a&&w.test(a)?n(a):a||[],!1).length}});var A,B=/^(?:\\s*(<[\\w\\W]+>)[^>]*|#([\\w-]*))$/,C=n.fn.init=function(a,b,c){var e,f;if(!a)return this;if(c=c||A,"string"==typeof a){if(e="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:B.exec(a),!e||!e[1]&&b)return!b||b.jquery?(b||c).find(a):this.constructor(b).find(a);if(e[1]){if(b=b instanceof n?b[0]:b,n.merge(this,n.parseHTML(e[1],b&&b.nodeType?b.ownerDocument||b:d,!0)),x.test(e[1])&&n.isPlainObject(b))for(e in b)n.isFunction(this[e])?this[e](b[e]):this.attr(e,b[e]);return this}if(f=d.getElementById(e[2]),f&&f.parentNode){if(f.id!==e[2])return A.find(a);this.length=1,this[0]=f}return this.context=d,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):n.isFunction(a)?"undefined"!=typeof c.ready?c.ready(a):a(n):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),n.makeArray(a,this))};C.prototype=n.fn,A=n(d);var D=/^(?:parents|prev(?:Until|All))/,E={children:!0,contents:!0,next:!0,prev:!0};n.fn.extend({has:function(a){var b,c=n(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(n.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=w.test(a)||"string"!=typeof a?n(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&n.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?n.uniqueSort(f):f)},index:function(a){return a?"string"==typeof a?n.inArray(this[0],n(a)):n.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(n.uniqueSort(n.merge(this.get(),n(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function F(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}n.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return u(a,"parentNode")},parentsUntil:function(a,b,c){return u(a,"parentNode",c)},next:function(a){return F(a,"nextSibling")},prev:function(a){return F(a,"previousSibling")},nextAll:function(a){return u(a,"nextSibling")},prevAll:function(a){return u(a,"previousSibling")},nextUntil:function(a,b,c){return u(a,"nextSibling",c)},prevUntil:function(a,b,c){return u(a,"previousSibling",c)},siblings:function(a){return v((a.parentNode||{}).firstChild,a)},children:function(a){return v(a.firstChild)},contents:function(a){return n.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:n.merge([],a.childNodes)}},function(a,b){n.fn[a]=function(c,d){var e=n.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=n.filter(d,e)),this.length>1&&(E[a]||(e=n.uniqueSort(e)),D.test(a)&&(e=e.reverse())),this.pushStack(e)}});var G=/\\S+/g;function H(a){var b={};return n.each(a.match(G)||[],function(a,c){b[c]=!0}),b}n.Callbacks=function(a){a="string"==typeof a?H(a):n.extend({},a);var b,c,d,e,f=[],g=[],h=-1,i=function(){for(e=a.once,d=b=!0;g.length;h=-1){c=g.shift();while(++h<f.length)f[h].apply(c[0],c[1])===!1&&a.stopOnFalse&&(h=f.length,c=!1)}a.memory||(c=!1),b=!1,e&&(f=c?[]:"")},j={add:function(){return f&&(c&&!b&&(h=f.length-1,g.push(c)),function d(b){n.each(b,function(b,c){n.isFunction(c)?a.unique&&j.has(c)||f.push(c):c&&c.length&&"string"!==n.type(c)&&d(c)})}(arguments),c&&!b&&i()),this},remove:function(){return n.each(arguments,function(a,b){var c;while((c=n.inArray(b,f,c))>-1)f.splice(c,1),h>=c&&h--}),this},has:function(a){return a?n.inArray(a,f)>-1:f.length>0},empty:function(){return f&&(f=[]),this},disable:function(){return e=g=[],f=c="",this},disabled:function(){return!f},lock:function(){return e=!0,c||j.disable(),this},locked:function(){return!!e},fireWith:function(a,c){return e||(c=c||[],c=[a,c.slice?c.slice():c],g.push(c),b||i()),this},fire:function(){return j.fireWith(this,arguments),this},fired:function(){return!!d}};return j},n.extend({Deferred:function(a){var b=[["resolve","done",n.Callbacks("once memory"),"resolved"],["reject","fail",n.Callbacks("once memory"),"rejected"],["notify","progress",n.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return n.Deferred(function(c){n.each(b,function(b,f){var g=n.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&n.isFunction(a.promise)?a.promise().progress(c.notify).done(c.resolve).fail(c.reject):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?n.extend(a,d):d}},e={};return d.pipe=d.then,n.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=e.call(arguments),d=c.length,f=1!==d||a&&n.isFunction(a.promise)?d:0,g=1===f?a:n.Deferred(),h=function(a,b,c){return function(d){b[a]=this,c[a]=arguments.length>1?e.call(arguments):d,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(d>1)for(i=new Array(d),j=new Array(d),k=new Array(d);d>b;b++)c[b]&&n.isFunction(c[b].promise)?c[b].promise().progress(h(b,j,i)).done(h(b,k,c)).fail(g.reject):--f;return f||g.resolveWith(k,c),g.promise()}});var I;n.fn.ready=function(a){return n.ready.promise().done(a),this},n.extend({isReady:!1,readyWait:1,holdReady:function(a){a?n.readyWait++:n.ready(!0)},ready:function(a){(a===!0?--n.readyWait:n.isReady)||(n.isReady=!0,a!==!0&&--n.readyWait>0||(I.resolveWith(d,[n]),n.fn.triggerHandler&&(n(d).triggerHandler("ready"),n(d).off("ready"))))}});function J(){d.addEventListener?(d.removeEventListener("DOMContentLoaded",K),a.removeEventListener("load",K)):(d.detachEvent("onreadystatechange",K),a.detachEvent("onload",K))}function K(){(d.addEventListener||"load"===a.event.type||"complete"===d.readyState)&&(J(),n.ready())}n.ready.promise=function(b){if(!I)if(I=n.Deferred(),"complete"===d.readyState||"loading"!==d.readyState&&!d.documentElement.doScroll)a.setTimeout(n.ready);else if(d.addEventListener)d.addEventListener("DOMContentLoaded",K),a.addEventListener("load",K);else{d.attachEvent("onreadystatechange",K),a.attachEvent("onload",K);var c=!1;try{c=null==a.frameElement&&d.documentElement}catch(e){}c&&c.doScroll&&!function f(){if(!n.isReady){try{c.doScroll("left")}catch(b){return a.setTimeout(f,50)}J(),n.ready()}}()}return I.promise(b)},n.ready.promise();var L;for(L in n(l))break;l.ownFirst="0"===L,l.inlineBlockNeedsLayout=!1,n(function(){var a,b,c,e;c=d.getElementsByTagName("body")[0],c&&c.style&&(b=d.createElement("div"),e=d.createElement("div"),e.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(e).appendChild(b),"undefined"!=typeof b.style.zoom&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",l.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(e))}),function(){var a=d.createElement("div");l.deleteExpando=!0;try{delete a.test}catch(b){l.deleteExpando=!1}a=null}();var M=function(a){var b=n.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b},N=/^(?:\\{[\\w\\W]*\\}|\\[[\\w\\W]*\\])$/,O=/([A-Z])/g;function P(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(O,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:N.test(c)?n.parseJSON(c):c}catch(e){}n.data(a,b,c)}else c=void 0;\n",
|
|
"}return c}function Q(a){var b;for(b in a)if(("data"!==b||!n.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;return!0}function R(a,b,d,e){if(M(a)){var f,g,h=n.expando,i=a.nodeType,j=i?n.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||n.guid++:h),j[k]||(j[k]=i?{}:{toJSON:n.noop}),"object"!=typeof b&&"function"!=typeof b||(e?j[k]=n.extend(j[k],b):j[k].data=n.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[n.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[n.camelCase(b)])):f=g,f}}function S(a,b,c){if(M(a)){var d,e,f=a.nodeType,g=f?n.cache:a,h=f?a[n.expando]:n.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){n.isArray(b)?b=b.concat(n.map(b,n.camelCase)):b in d?b=[b]:(b=n.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!Q(d):!n.isEmptyObject(d))return}(c||(delete g[h].data,Q(g[h])))&&(f?n.cleanData([a],!0):l.deleteExpando||g!=g.window?delete g[h]:g[h]=void 0)}}}n.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?n.cache[a[n.expando]]:a[n.expando],!!a&&!Q(a)},data:function(a,b,c){return R(a,b,c)},removeData:function(a,b){return S(a,b)},_data:function(a,b,c){return R(a,b,c,!0)},_removeData:function(a,b){return S(a,b,!0)}}),n.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=n.data(f),1===f.nodeType&&!n._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=n.camelCase(d.slice(5)),P(f,d,e[d])));n._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){n.data(this,a)}):arguments.length>1?this.each(function(){n.data(this,a,b)}):f?P(f,a,n.data(f,a)):void 0},removeData:function(a){return this.each(function(){n.removeData(this,a)})}}),n.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=n._data(a,b),c&&(!d||n.isArray(c)?d=n._data(a,b,n.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=n.queue(a,b),d=c.length,e=c.shift(),f=n._queueHooks(a,b),g=function(){n.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return n._data(a,c)||n._data(a,c,{empty:n.Callbacks("once memory").add(function(){n._removeData(a,b+"queue"),n._removeData(a,c)})})}}),n.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?n.queue(this[0],a):void 0===b?this:this.each(function(){var c=n.queue(this,a,b);n._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&n.dequeue(this,a)})},dequeue:function(a){return this.each(function(){n.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=n.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=n._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}}),function(){var a;l.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,e;return c=d.getElementsByTagName("body")[0],c&&c.style?(b=d.createElement("div"),e=d.createElement("div"),e.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(e).appendChild(b),"undefined"!=typeof b.style.zoom&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(d.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(e),a):void 0}}();var T=/[+-]?(?:\\d*\\.|)\\d+(?:[eE][+-]?\\d+|)/.source,U=new RegExp("^(?:([+-])=|)("+T+")([a-z%]*)$","i"),V=["Top","Right","Bottom","Left"],W=function(a,b){return a=b||a,"none"===n.css(a,"display")||!n.contains(a.ownerDocument,a)};function X(a,b,c,d){var e,f=1,g=20,h=d?function(){return d.cur()}:function(){return n.css(a,b,"")},i=h(),j=c&&c[3]||(n.cssNumber[b]?"":"px"),k=(n.cssNumber[b]||"px"!==j&&+i)&&U.exec(n.css(a,b));if(k&&k[3]!==j){j=j||k[3],c=c||[],k=+i||1;do f=f||".5",k/=f,n.style(a,b,k+j);while(f!==(f=h()/i)&&1!==f&&--g)}return c&&(k=+k||+i||0,e=c[1]?k+(c[1]+1)*c[2]:+c[2],d&&(d.unit=j,d.start=k,d.end=e)),e}var Y=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===n.type(c)){e=!0;for(h in c)Y(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,n.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(n(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},Z=/^(?:checkbox|radio)$/i,$=/<([\\w:-]+)/,_=/^$|\\/(?:java|ecma)script/i,aa=/^\\s+/,ba="abbr|article|aside|audio|bdi|canvas|data|datalist|details|dialog|figcaption|figure|footer|header|hgroup|main|mark|meter|nav|output|picture|progress|section|summary|template|time|video";function ca(a){var b=ba.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}!function(){var a=d.createElement("div"),b=d.createDocumentFragment(),c=d.createElement("input");a.innerHTML=" <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",l.leadingWhitespace=3===a.firstChild.nodeType,l.tbody=!a.getElementsByTagName("tbody").length,l.htmlSerialize=!!a.getElementsByTagName("link").length,l.html5Clone="<:nav></:nav>"!==d.createElement("nav").cloneNode(!0).outerHTML,c.type="checkbox",c.checked=!0,b.appendChild(c),l.appendChecked=c.checked,a.innerHTML="<textarea>x</textarea>",l.noCloneChecked=!!a.cloneNode(!0).lastChild.defaultValue,b.appendChild(a),c=d.createElement("input"),c.setAttribute("type","radio"),c.setAttribute("checked","checked"),c.setAttribute("name","t"),a.appendChild(c),l.checkClone=a.cloneNode(!0).cloneNode(!0).lastChild.checked,l.noCloneEvent=!!a.addEventListener,a[n.expando]=1,l.attributes=!a.getAttribute(n.expando)}();var da={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:l.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]};da.optgroup=da.option,da.tbody=da.tfoot=da.colgroup=da.caption=da.thead,da.th=da.td;function ea(a,b){var c,d,e=0,f="undefined"!=typeof a.getElementsByTagName?a.getElementsByTagName(b||"*"):"undefined"!=typeof a.querySelectorAll?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||n.nodeName(d,b)?f.push(d):n.merge(f,ea(d,b));return void 0===b||b&&n.nodeName(a,b)?n.merge([a],f):f}function fa(a,b){for(var c,d=0;null!=(c=a[d]);d++)n._data(c,"globalEval",!b||n._data(b[d],"globalEval"))}var ga=/<|&#?\\w+;/,ha=/<tbody/i;function ia(a){Z.test(a.type)&&(a.defaultChecked=a.checked)}function ja(a,b,c,d,e){for(var f,g,h,i,j,k,m,o=a.length,p=ca(b),q=[],r=0;o>r;r++)if(g=a[r],g||0===g)if("object"===n.type(g))n.merge(q,g.nodeType?[g]:g);else if(ga.test(g)){i=i||p.appendChild(b.createElement("div")),j=($.exec(g)||["",""])[1].toLowerCase(),m=da[j]||da._default,i.innerHTML=m[1]+n.htmlPrefilter(g)+m[2],f=m[0];while(f--)i=i.lastChild;if(!l.leadingWhitespace&&aa.test(g)&&q.push(b.createTextNode(aa.exec(g)[0])),!l.tbody){g="table"!==j||ha.test(g)?"<table>"!==m[1]||ha.test(g)?0:i:i.firstChild,f=g&&g.childNodes.length;while(f--)n.nodeName(k=g.childNodes[f],"tbody")&&!k.childNodes.length&&g.removeChild(k)}n.merge(q,i.childNodes),i.textContent="";while(i.firstChild)i.removeChild(i.firstChild);i=p.lastChild}else q.push(b.createTextNode(g));i&&p.removeChild(i),l.appendChecked||n.grep(ea(q,"input"),ia),r=0;while(g=q[r++])if(d&&n.inArray(g,d)>-1)e&&e.push(g);else if(h=n.contains(g.ownerDocument,g),i=ea(p.appendChild(g),"script"),h&&fa(i),c){f=0;while(g=i[f++])_.test(g.type||"")&&c.push(g)}return i=null,p}!function(){var b,c,e=d.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(l[b]=c in a)||(e.setAttribute(c,"t"),l[b]=e.attributes[c].expando===!1);e=null}();var ka=/^(?:input|select|textarea)$/i,la=/^key/,ma=/^(?:mouse|pointer|contextmenu|drag|drop)|click/,na=/^(?:focusinfocus|focusoutblur)$/,oa=/^([^.]*)(?:\\.(.+)|)/;function pa(){return!0}function qa(){return!1}function ra(){try{return d.activeElement}catch(a){}}function sa(a,b,c,d,e,f){var g,h;if("object"==typeof b){"string"!=typeof c&&(d=d||c,c=void 0);for(h in b)sa(a,h,c,d,b[h],f);return a}if(null==d&&null==e?(e=c,d=c=void 0):null==e&&("string"==typeof c?(e=d,d=void 0):(e=d,d=c,c=void 0)),e===!1)e=qa;else if(!e)return a;return 1===f&&(g=e,e=function(a){return n().off(a),g.apply(this,arguments)},e.guid=g.guid||(g.guid=n.guid++)),a.each(function(){n.event.add(this,b,e,d,c)})}n.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,m,o,p,q,r=n._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=n.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return"undefined"==typeof n||a&&n.event.triggered===a.type?void 0:n.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(G)||[""],h=b.length;while(h--)f=oa.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=n.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=n.event.special[o]||{},l=n.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&n.expr.match.needsContext.test(e),namespace:p.join(".")},i),(m=g[o])||(m=g[o]=[],m.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?m.splice(m.delegateCount++,0,l):m.push(l),n.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,m,o,p,q,r=n.hasData(a)&&n._data(a);if(r&&(k=r.events)){b=(b||"").match(G)||[""],j=b.length;while(j--)if(h=oa.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=n.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,m=k[o]||[],h=h[2]&&new RegExp("(^|\\\\.)"+p.join("\\\\.(?:.*\\\\.|)")+"(\\\\.|$)"),i=f=m.length;while(f--)g=m[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(m.splice(f,1),g.selector&&m.delegateCount--,l.remove&&l.remove.call(a,g));i&&!m.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||n.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)n.event.remove(a,o+b[j],c,d,!0);n.isEmptyObject(k)&&(delete r.handle,n._removeData(a,"events"))}},trigger:function(b,c,e,f){var g,h,i,j,l,m,o,p=[e||d],q=k.call(b,"type")?b.type:b,r=k.call(b,"namespace")?b.namespace.split("."):[];if(i=m=e=e||d,3!==e.nodeType&&8!==e.nodeType&&!na.test(q+n.event.triggered)&&(q.indexOf(".")>-1&&(r=q.split("."),q=r.shift(),r.sort()),h=q.indexOf(":")<0&&"on"+q,b=b[n.expando]?b:new n.Event(q,"object"==typeof b&&b),b.isTrigger=f?2:3,b.namespace=r.join("."),b.rnamespace=b.namespace?new RegExp("(^|\\\\.)"+r.join("\\\\.(?:.*\\\\.|)")+"(\\\\.|$)"):null,b.result=void 0,b.target||(b.target=e),c=null==c?[b]:n.makeArray(c,[b]),l=n.event.special[q]||{},f||!l.trigger||l.trigger.apply(e,c)!==!1)){if(!f&&!l.noBubble&&!n.isWindow(e)){for(j=l.delegateType||q,na.test(j+q)||(i=i.parentNode);i;i=i.parentNode)p.push(i),m=i;m===(e.ownerDocument||d)&&p.push(m.defaultView||m.parentWindow||a)}o=0;while((i=p[o++])&&!b.isPropagationStopped())b.type=o>1?j:l.bindType||q,g=(n._data(i,"events")||{})[b.type]&&n._data(i,"handle"),g&&g.apply(i,c),g=h&&i[h],g&&g.apply&&M(i)&&(b.result=g.apply(i,c),b.result===!1&&b.preventDefault());if(b.type=q,!f&&!b.isDefaultPrevented()&&(!l._default||l._default.apply(p.pop(),c)===!1)&&M(e)&&h&&e[q]&&!n.isWindow(e)){m=e[h],m&&(e[h]=null),n.event.triggered=q;try{e[q]()}catch(s){}n.event.triggered=void 0,m&&(e[h]=m)}return b.result}},dispatch:function(a){a=n.event.fix(a);var b,c,d,f,g,h=[],i=e.call(arguments),j=(n._data(this,"events")||{})[a.type]||[],k=n.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=n.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,c=0;while((g=f.handlers[c++])&&!a.isImmediatePropagationStopped())a.rnamespace&&!a.rnamespace.test(g.namespace)||(a.handleObj=g,a.data=g.data,d=((n.event.special[g.origType]||{}).handle||g.handler).apply(f.elem,i),void 0!==d&&(a.result=d)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&("click"!==a.type||isNaN(a.button)||a.button<1))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(d=[],c=0;h>c;c++)f=b[c],e=f.selector+" ",void 0===d[e]&&(d[e]=f.needsContext?n(e,this).index(i)>-1:n.find(e,this,null,[i]).length),d[e]&&d.push(f);d.length&&g.push({elem:i,handlers:d})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[n.expando])return a;var b,c,e,f=a.type,g=a,h=this.fixHooks[f];h||(this.fixHooks[f]=h=ma.test(f)?this.mouseHooks:la.test(f)?this.keyHooks:{}),e=h.props?this.props.concat(h.props):this.props,a=new n.Event(g),b=e.length;while(b--)c=e[b],a[c]=g[c];return a.target||(a.target=g.srcElement||d),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,h.filter?h.filter(a,g):a},props:"altKey bubbles cancelable ctrlKey currentTarget detail eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,e,f,g=b.button,h=b.fromElement;return null==a.pageX&&null!=b.clientX&&(e=a.target.ownerDocument||d,f=e.documentElement,c=e.body,a.pageX=b.clientX+(f&&f.scrollLeft||c&&c.scrollLeft||0)-(f&&f.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(f&&f.scrollTop||c&&c.scrollTop||0)-(f&&f.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&h&&(a.relatedTarget=h===a.target?b.toElement:h),a.which||void 0===g||(a.which=1&g?1:2&g?3:4&g?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ra()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ra()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return n.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return n.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c){var d=n.extend(new n.Event,c,{type:a,isSimulated:!0});n.event.trigger(d,null,b),d.isDefaultPrevented()&&c.preventDefault()}},n.removeEvent=d.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c)}:function(a,b,c){var d="on"+b;a.detachEvent&&("undefined"==typeof a[d]&&(a[d]=null),a.detachEvent(d,c))},n.Event=function(a,b){return this instanceof n.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?pa:qa):this.type=a,b&&n.extend(this,b),this.timeStamp=a&&a.timeStamp||n.now(),void(this[n.expando]=!0)):new n.Event(a,b)},n.Event.prototype={constructor:n.Event,isDefaultPrevented:qa,isPropagationStopped:qa,isImmediatePropagationStopped:qa,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=pa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=pa,a&&!this.isSimulated&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=pa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},n.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){n.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return e&&(e===d||n.contains(d,e))||(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),l.submit||(n.event.special.submit={setup:function(){return n.nodeName(this,"form")?!1:void n.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=n.nodeName(b,"input")||n.nodeName(b,"button")?n.prop(b,"form"):void 0;c&&!n._data(c,"submit")&&(n.event.add(c,"submit._submit",function(a){a._submitBubble=!0}),n._data(c,"submit",!0))})},postDispatch:function(a){a._submitBubble&&(delete a._submitBubble,this.parentNode&&!a.isTrigger&&n.event.simulate("submit",this.parentNode,a))},teardown:function(){return n.nodeName(this,"form")?!1:void n.event.remove(this,"._submit")}}),l.change||(n.event.special.change={setup:function(){return ka.test(this.nodeName)?("checkbox"!==this.type&&"radio"!==this.type||(n.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._justChanged=!0)}),n.event.add(this,"click._change",function(a){this._justChanged&&!a.isTrigger&&(this._justChanged=!1),n.event.simulate("change",this,a)})),!1):void n.event.add(this,"beforeactivate._change",function(a){var b=a.target;ka.test(b.nodeName)&&!n._data(b,"change")&&(n.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||n.event.simulate("change",this.parentNode,a)}),n._data(b,"change",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return n.event.remove(this,"._change"),!ka.test(this.nodeName)}}),l.focusin||n.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){n.event.simulate(b,a.target,n.event.fix(a))};n.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=n._data(d,b);e||d.addEventListener(a,c,!0),n._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=n._data(d,b)-1;e?n._data(d,b,e):(d.removeEventListener(a,c,!0),n._removeData(d,b))}}}),n.fn.extend({on:function(a,b,c,d){return sa(this,a,b,c,d)},one:function(a,b,c,d){return sa(this,a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,n(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return b!==!1&&"function"!=typeof b||(c=b,b=void 0),c===!1&&(c=qa),this.each(function(){n.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){n.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?n.event.trigger(a,b,c,!0):void 0}});var ta=/ jQuery\\d+="(?:null|\\d+)"/g,ua=new RegExp("<(?:"+ba+")[\\\\s/>]","i"),va=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\\w:-]+)[^>]*)\\/>/gi,wa=/<script|<style|<link/i,xa=/checked\\s*(?:[^=]|=\\s*.checked.)/i,ya=/^true\\/(.*)/,za=/^\\s*<!(?:\\[CDATA\\[|--)|(?:\\]\\]|--)>\\s*$/g,Aa=ca(d),Ba=Aa.appendChild(d.createElement("div"));function Ca(a,b){return n.nodeName(a,"table")&&n.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function Da(a){return a.type=(null!==n.find.attr(a,"type"))+"/"+a.type,a}function Ea(a){var b=ya.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function Fa(a,b){if(1===b.nodeType&&n.hasData(a)){var c,d,e,f=n._data(a),g=n._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)n.event.add(b,c,h[c][d])}g.data&&(g.data=n.extend({},g.data))}}function Ga(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!l.noCloneEvent&&b[n.expando]){e=n._data(b);for(d in e.events)n.removeEvent(b,d,e.handle);b.removeAttribute(n.expando)}"script"===c&&b.text!==a.text?(Da(b).text=a.text,Ea(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),l.html5Clone&&a.innerHTML&&!n.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&Z.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:"input"!==c&&"textarea"!==c||(b.defaultValue=a.defaultValue)}}function Ha(a,b,c,d){b=f.apply([],b);var e,g,h,i,j,k,m=0,o=a.length,p=o-1,q=b[0],r=n.isFunction(q);if(r||o>1&&"string"==typeof q&&!l.checkClone&&xa.test(q))return a.each(function(e){var f=a.eq(e);r&&(b[0]=q.call(this,e,f.html())),Ha(f,b,c,d)});if(o&&(k=ja(b,a[0].ownerDocument,!1,a,d),e=k.firstChild,1===k.childNodes.length&&(k=e),e||d)){for(i=n.map(ea(k,"script"),Da),h=i.length;o>m;m++)g=k,m!==p&&(g=n.clone(g,!0,!0),h&&n.merge(i,ea(g,"script"))),c.call(a[m],g,m);if(h)for(j=i[i.length-1].ownerDocument,n.map(i,Ea),m=0;h>m;m++)g=i[m],_.test(g.type||"")&&!n._data(g,"globalEval")&&n.contains(j,g)&&(g.src?n._evalUrl&&n._evalUrl(g.src):n.globalEval((g.text||g.textContent||g.innerHTML||"").replace(za,"")));k=e=null}return a}function Ia(a,b,c){for(var d,e=b?n.filter(b,a):a,f=0;null!=(d=e[f]);f++)c||1!==d.nodeType||n.cleanData(ea(d)),d.parentNode&&(c&&n.contains(d.ownerDocument,d)&&fa(ea(d,"script")),d.parentNode.removeChild(d));return a}n.extend({htmlPrefilter:function(a){return a.replace(va,"<$1></$2>")},clone:function(a,b,c){var d,e,f,g,h,i=n.contains(a.ownerDocument,a);if(l.html5Clone||n.isXMLDoc(a)||!ua.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(Ba.innerHTML=a.outerHTML,Ba.removeChild(f=Ba.firstChild)),!(l.noCloneEvent&&l.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||n.isXMLDoc(a)))for(d=ea(f),h=ea(a),g=0;null!=(e=h[g]);++g)d[g]&&Ga(e,d[g]);if(b)if(c)for(h=h||ea(a),d=d||ea(f),g=0;null!=(e=h[g]);g++)Fa(e,d[g]);else Fa(a,f);return d=ea(f,"script"),d.length>0&&fa(d,!i&&ea(a,"script")),d=h=e=null,f},cleanData:function(a,b){for(var d,e,f,g,h=0,i=n.expando,j=n.cache,k=l.attributes,m=n.event.special;null!=(d=a[h]);h++)if((b||M(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)m[e]?n.event.remove(d,e):n.removeEvent(d,e,g.handle);j[f]&&(delete j[f],k||"undefined"==typeof d.removeAttribute?d[i]=void 0:d.removeAttribute(i),c.push(f))}}}),n.fn.extend({domManip:Ha,detach:function(a){return Ia(this,a,!0)},remove:function(a){return Ia(this,a)},text:function(a){return Y(this,function(a){return void 0===a?n.text(this):this.empty().append((this[0]&&this[0].ownerDocument||d).createTextNode(a))},null,a,arguments.length)},append:function(){return Ha(this,arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=Ca(this,a);b.appendChild(a)}})},prepend:function(){return Ha(this,arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=Ca(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return Ha(this,arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return Ha(this,arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&n.cleanData(ea(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&n.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return n.clone(this,a,b)})},html:function(a){return Y(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(ta,""):void 0;if("string"==typeof a&&!wa.test(a)&&(l.htmlSerialize||!ua.test(a))&&(l.leadingWhitespace||!aa.test(a))&&!da[($.exec(a)||["",""])[1].toLowerCase()]){a=n.htmlPrefilter(a);try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(n.cleanData(ea(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=[];return Ha(this,arguments,function(b){var c=this.parentNode;n.inArray(this,a)<0&&(n.cleanData(ea(this)),c&&c.replaceChild(b,this))},a)}}),n.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){n.fn[a]=function(a){for(var c,d=0,e=[],f=n(a),h=f.length-1;h>=d;d++)c=d===h?this:this.clone(!0),n(f[d])[b](c),g.apply(e,c.get());return this.pushStack(e)}});var Ja,Ka={HTML:"block",BODY:"block"};function La(a,b){var c=n(b.createElement(a)).appendTo(b.body),d=n.css(c[0],"display");return c.detach(),d}function Ma(a){var b=d,c=Ka[a];return c||(c=La(a,b),"none"!==c&&c||(Ja=(Ja||n("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ja[0].contentWindow||Ja[0].contentDocument).document,b.write(),b.close(),c=La(a,b),Ja.detach()),Ka[a]=c),c}var Na=/^margin/,Oa=new RegExp("^("+T+")(?!px)[a-z%]+$","i"),Pa=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e},Qa=d.documentElement;!function(){var b,c,e,f,g,h,i=d.createElement("div"),j=d.createElement("div");if(j.style){j.style.cssText="float:left;opacity:.5",l.opacity="0.5"===j.style.opacity,l.cssFloat=!!j.style.cssFloat,j.style.backgroundClip="content-box",j.cloneNode(!0).style.backgroundClip="",l.clearCloneStyle="content-box"===j.style.backgroundClip,i=d.createElement("div"),i.style.cssText="border:0;width:8px;height:0;top:0;left:-9999px;padding:0;margin-top:1px;position:absolute",j.innerHTML="",i.appendChild(j),l.boxSizing=""===j.style.boxSizing||""===j.style.MozBoxSizing||""===j.style.WebkitBoxSizing,n.extend(l,{reliableHiddenOffsets:function(){return null==b&&k(),f},boxSizingReliable:function(){return null==b&&k(),e},pixelMarginRight:function(){return null==b&&k(),c},pixelPosition:function(){return null==b&&k(),b},reliableMarginRight:function(){return null==b&&k(),g},reliableMarginLeft:function(){return null==b&&k(),h}});function k(){var k,l,m=d.documentElement;m.appendChild(i),j.style.cssText="-webkit-box-sizing:border-box;box-sizing:border-box;position:relative;display:block;margin:auto;border:1px;padding:1px;top:1%;width:50%",b=e=h=!1,c=g=!0,a.getComputedStyle&&(l=a.getComputedStyle(j),b="1%"!==(l||{}).top,h="2px"===(l||{}).marginLeft,e="4px"===(l||{width:"4px"}).width,j.style.marginRight="50%",c="4px"===(l||{marginRight:"4px"}).marginRight,k=j.appendChild(d.createElement("div")),k.style.cssText=j.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",k.style.marginRight=k.style.width="0",j.style.width="1px",g=!parseFloat((a.getComputedStyle(k)||{}).marginRight),j.removeChild(k)),j.style.display="none",f=0===j.getClientRects().length,f&&(j.style.display="",j.innerHTML="<table><tr><td></td><td>t</td></tr></table>",j.childNodes[0].style.borderCollapse="separate",k=j.getElementsByTagName("td"),k[0].style.cssText="margin:0;border:0;padding:0;display:none",f=0===k[0].offsetHeight,f&&(k[0].style.display="",k[1].style.display="none",f=0===k[0].offsetHeight)),m.removeChild(i)}}}();var Ra,Sa,Ta=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ra=function(b){var c=b.ownerDocument.defaultView;return c&&c.opener||(c=a),c.getComputedStyle(b)},Sa=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ra(a),g=c?c.getPropertyValue(b)||c[b]:void 0,""!==g&&void 0!==g||n.contains(a.ownerDocument,a)||(g=n.style(a,b)),c&&!l.pixelMarginRight()&&Oa.test(g)&&Na.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f),void 0===g?g:g+""}):Qa.currentStyle&&(Ra=function(a){return a.currentStyle},Sa=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ra(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Oa.test(g)&&!Ta.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function Ua(a,b){return{get:function(){return a()?void delete this.get:(this.get=b).apply(this,arguments)}}}var Va=/alpha\\([^)]*\\)/i,Wa=/opacity\\s*=\\s*([^)]*)/i,Xa=/^(none|table(?!-c[ea]).+)/,Ya=new RegExp("^("+T+")(.*)$","i"),Za={position:"absolute",visibility:"hidden",display:"block"},$a={letterSpacing:"0",fontWeight:"400"},_a=["Webkit","O","Moz","ms"],ab=d.createElement("div").style;function bb(a){if(a in ab)return a;var b=a.charAt(0).toUpperCase()+a.slice(1),c=_a.length;while(c--)if(a=_a[c]+b,a in ab)return a}function cb(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=n._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&W(d)&&(f[g]=n._data(d,"olddisplay",Ma(d.nodeName)))):(e=W(d),(c&&"none"!==c||!e)&&n._data(d,"olddisplay",e?c:n.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function db(a,b,c){var d=Ya.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function eb(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=n.css(a,c+V[f],!0,e)),d?("content"===c&&(g-=n.css(a,"padding"+V[f],!0,e)),"margin"!==c&&(g-=n.css(a,"border"+V[f]+"Width",!0,e))):(g+=n.css(a,"padding"+V[f],!0,e),"padding"!==c&&(g+=n.css(a,"border"+V[f]+"Width",!0,e)));return g}function fb(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ra(a),g=l.boxSizing&&"border-box"===n.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Sa(a,b,f),(0>e||null==e)&&(e=a.style[b]),Oa.test(e))return e;d=g&&(l.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+eb(a,b,c||(g?"border":"content"),d,f)+"px"}n.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Sa(a,"opacity");return""===c?"1":c}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":l.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=n.camelCase(b),i=a.style;if(b=n.cssProps[h]||(n.cssProps[h]=bb(h)||h),g=n.cssHooks[b]||n.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=U.exec(c))&&e[1]&&(c=X(a,b,e),f="number"),null!=c&&c===c&&("number"===f&&(c+=e&&e[3]||(n.cssNumber[h]?"":"px")),l.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=n.camelCase(b);return b=n.cssProps[h]||(n.cssProps[h]=bb(h)||h),g=n.cssHooks[b]||n.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Sa(a,b,d)),"normal"===f&&b in $a&&(f=$a[b]),""===c||c?(e=parseFloat(f),c===!0||isFinite(e)?e||0:f):f}}),n.each(["height","width"],function(a,b){n.cssHooks[b]={get:function(a,c,d){return c?Xa.test(n.css(a,"display"))&&0===a.offsetWidth?Pa(a,Za,function(){return fb(a,b,d)}):fb(a,b,d):void 0},set:function(a,c,d){var e=d&&Ra(a);return db(a,c,d?eb(a,b,d,l.boxSizing&&"border-box"===n.css(a,"boxSizing",!1,e),e):0)}}}),l.opacity||(n.cssHooks.opacity={get:function(a,b){return Wa.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=n.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===n.trim(f.replace(Va,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Va.test(f)?f.replace(Va,e):f+" "+e)}}),n.cssHooks.marginRight=Ua(l.reliableMarginRight,function(a,b){return b?Pa(a,{display:"inline-block"},Sa,[a,"marginRight"]):void 0}),n.cssHooks.marginLeft=Ua(l.reliableMarginLeft,function(a,b){return b?(parseFloat(Sa(a,"marginLeft"))||(n.contains(a.ownerDocument,a)?a.getBoundingClientRect().left-Pa(a,{\n",
|
|
"marginLeft:0},function(){return a.getBoundingClientRect().left}):0))+"px":void 0}),n.each({margin:"",padding:"",border:"Width"},function(a,b){n.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+V[d]+b]=f[d]||f[d-2]||f[0];return e}},Na.test(a)||(n.cssHooks[a+b].set=db)}),n.fn.extend({css:function(a,b){return Y(this,function(a,b,c){var d,e,f={},g=0;if(n.isArray(b)){for(d=Ra(a),e=b.length;e>g;g++)f[b[g]]=n.css(a,b[g],!1,d);return f}return void 0!==c?n.style(a,b,c):n.css(a,b)},a,b,arguments.length>1)},show:function(){return cb(this,!0)},hide:function(){return cb(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){W(this)?n(this).show():n(this).hide()})}});function gb(a,b,c,d,e){return new gb.prototype.init(a,b,c,d,e)}n.Tween=gb,gb.prototype={constructor:gb,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||n.easing._default,this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(n.cssNumber[c]?"":"px")},cur:function(){var a=gb.propHooks[this.prop];return a&&a.get?a.get(this):gb.propHooks._default.get(this)},run:function(a){var b,c=gb.propHooks[this.prop];return this.options.duration?this.pos=b=n.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):gb.propHooks._default.set(this),this}},gb.prototype.init.prototype=gb.prototype,gb.propHooks={_default:{get:function(a){var b;return 1!==a.elem.nodeType||null!=a.elem[a.prop]&&null==a.elem.style[a.prop]?a.elem[a.prop]:(b=n.css(a.elem,a.prop,""),b&&"auto"!==b?b:0)},set:function(a){n.fx.step[a.prop]?n.fx.step[a.prop](a):1!==a.elem.nodeType||null==a.elem.style[n.cssProps[a.prop]]&&!n.cssHooks[a.prop]?a.elem[a.prop]=a.now:n.style(a.elem,a.prop,a.now+a.unit)}}},gb.propHooks.scrollTop=gb.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},n.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2},_default:"swing"},n.fx=gb.prototype.init,n.fx.step={};var hb,ib,jb=/^(?:toggle|show|hide)$/,kb=/queueHooks$/;function lb(){return a.setTimeout(function(){hb=void 0}),hb=n.now()}function mb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=V[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function nb(a,b,c){for(var d,e=(qb.tweeners[b]||[]).concat(qb.tweeners["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ob(a,b,c){var d,e,f,g,h,i,j,k,m=this,o={},p=a.style,q=a.nodeType&&W(a),r=n._data(a,"fxshow");c.queue||(h=n._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,m.always(function(){m.always(function(){h.unqueued--,n.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=n.css(a,"display"),k="none"===j?n._data(a,"olddisplay")||Ma(a.nodeName):j,"inline"===k&&"none"===n.css(a,"float")&&(l.inlineBlockNeedsLayout&&"inline"!==Ma(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",l.shrinkWrapBlocks()||m.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],jb.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||n.style(a,d)}else j=void 0;if(n.isEmptyObject(o))"inline"===("none"===j?Ma(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=n._data(a,"fxshow",{}),f&&(r.hidden=!q),q?n(a).show():m.done(function(){n(a).hide()}),m.done(function(){var b;n._removeData(a,"fxshow");for(b in o)n.style(a,b,o[b])});for(d in o)g=nb(q?r[d]:0,d,m),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function pb(a,b){var c,d,e,f,g;for(c in a)if(d=n.camelCase(c),e=b[d],f=a[c],n.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=n.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function qb(a,b,c){var d,e,f=0,g=qb.prefilters.length,h=n.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=hb||lb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:n.extend({},b),opts:n.extend(!0,{specialEasing:{},easing:n.easing._default},c),originalProperties:b,originalOptions:c,startTime:hb||lb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=n.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?(h.notifyWith(a,[j,1,0]),h.resolveWith(a,[j,b])):h.rejectWith(a,[j,b]),this}}),k=j.props;for(pb(k,j.opts.specialEasing);g>f;f++)if(d=qb.prefilters[f].call(j,a,k,j.opts))return n.isFunction(d.stop)&&(n._queueHooks(j.elem,j.opts.queue).stop=n.proxy(d.stop,d)),d;return n.map(k,nb,j),n.isFunction(j.opts.start)&&j.opts.start.call(a,j),n.fx.timer(n.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}n.Animation=n.extend(qb,{tweeners:{"*":[function(a,b){var c=this.createTween(a,b);return X(c.elem,a,U.exec(b),c),c}]},tweener:function(a,b){n.isFunction(a)?(b=a,a=["*"]):a=a.match(G);for(var c,d=0,e=a.length;e>d;d++)c=a[d],qb.tweeners[c]=qb.tweeners[c]||[],qb.tweeners[c].unshift(b)},prefilters:[ob],prefilter:function(a,b){b?qb.prefilters.unshift(a):qb.prefilters.push(a)}}),n.speed=function(a,b,c){var d=a&&"object"==typeof a?n.extend({},a):{complete:c||!c&&b||n.isFunction(a)&&a,duration:a,easing:c&&b||b&&!n.isFunction(b)&&b};return d.duration=n.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in n.fx.speeds?n.fx.speeds[d.duration]:n.fx.speeds._default,null!=d.queue&&d.queue!==!0||(d.queue="fx"),d.old=d.complete,d.complete=function(){n.isFunction(d.old)&&d.old.call(this),d.queue&&n.dequeue(this,d.queue)},d},n.fn.extend({fadeTo:function(a,b,c,d){return this.filter(W).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=n.isEmptyObject(a),f=n.speed(b,c,d),g=function(){var b=qb(this,n.extend({},a),f);(e||n._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=n.timers,g=n._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&kb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));!b&&c||n.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=n._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=n.timers,g=d?d.length:0;for(c.finish=!0,n.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),n.each(["toggle","show","hide"],function(a,b){var c=n.fn[b];n.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(mb(b,!0),a,d,e)}}),n.each({slideDown:mb("show"),slideUp:mb("hide"),slideToggle:mb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){n.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),n.timers=[],n.fx.tick=function(){var a,b=n.timers,c=0;for(hb=n.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||n.fx.stop(),hb=void 0},n.fx.timer=function(a){n.timers.push(a),a()?n.fx.start():n.timers.pop()},n.fx.interval=13,n.fx.start=function(){ib||(ib=a.setInterval(n.fx.tick,n.fx.interval))},n.fx.stop=function(){a.clearInterval(ib),ib=null},n.fx.speeds={slow:600,fast:200,_default:400},n.fn.delay=function(b,c){return b=n.fx?n.fx.speeds[b]||b:b,c=c||"fx",this.queue(c,function(c,d){var e=a.setTimeout(c,b);d.stop=function(){a.clearTimeout(e)}})},function(){var a,b=d.createElement("input"),c=d.createElement("div"),e=d.createElement("select"),f=e.appendChild(d.createElement("option"));c=d.createElement("div"),c.setAttribute("className","t"),c.innerHTML=" <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",a=c.getElementsByTagName("a")[0],b.setAttribute("type","checkbox"),c.appendChild(b),a=c.getElementsByTagName("a")[0],a.style.cssText="top:1px",l.getSetAttribute="t"!==c.className,l.style=/top/.test(a.getAttribute("style")),l.hrefNormalized="/a"===a.getAttribute("href"),l.checkOn=!!b.value,l.optSelected=f.selected,l.enctype=!!d.createElement("form").enctype,e.disabled=!0,l.optDisabled=!f.disabled,b=d.createElement("input"),b.setAttribute("value",""),l.input=""===b.getAttribute("value"),b.value="t",b.setAttribute("type","radio"),l.radioValue="t"===b.value}();var rb=/\\r/g,sb=/[\\x20\\t\\r\\n\\f]+/g;n.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=n.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,n(this).val()):a,null==e?e="":"number"==typeof e?e+="":n.isArray(e)&&(e=n.map(e,function(a){return null==a?"":a+""})),b=n.valHooks[this.type]||n.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=n.valHooks[e.type]||n.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(rb,""):null==c?"":c)}}}),n.extend({valHooks:{option:{get:function(a){var b=n.find.attr(a,"value");return null!=b?b:n.trim(n.text(a)).replace(sb," ")}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],(c.selected||i===e)&&(l.optDisabled?!c.disabled:null===c.getAttribute("disabled"))&&(!c.parentNode.disabled||!n.nodeName(c.parentNode,"optgroup"))){if(b=n(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=n.makeArray(b),g=e.length;while(g--)if(d=e[g],n.inArray(n.valHooks.option.get(d),f)>-1)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),n.each(["radio","checkbox"],function(){n.valHooks[this]={set:function(a,b){return n.isArray(b)?a.checked=n.inArray(n(a).val(),b)>-1:void 0}},l.checkOn||(n.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var tb,ub,vb=n.expr.attrHandle,wb=/^(?:checked|selected)$/i,xb=l.getSetAttribute,yb=l.input;n.fn.extend({attr:function(a,b){return Y(this,n.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){n.removeAttr(this,a)})}}),n.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(3!==f&&8!==f&&2!==f)return"undefined"==typeof a.getAttribute?n.prop(a,b,c):(1===f&&n.isXMLDoc(a)||(b=b.toLowerCase(),e=n.attrHooks[b]||(n.expr.match.bool.test(b)?ub:tb)),void 0!==c?null===c?void n.removeAttr(a,b):e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:(a.setAttribute(b,c+""),c):e&&"get"in e&&null!==(d=e.get(a,b))?d:(d=n.find.attr(a,b),null==d?void 0:d))},attrHooks:{type:{set:function(a,b){if(!l.radioValue&&"radio"===b&&n.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(G);if(f&&1===a.nodeType)while(c=f[e++])d=n.propFix[c]||c,n.expr.match.bool.test(c)?yb&&xb||!wb.test(c)?a[d]=!1:a[n.camelCase("default-"+c)]=a[d]=!1:n.attr(a,c,""),a.removeAttribute(xb?c:d)}}),ub={set:function(a,b,c){return b===!1?n.removeAttr(a,c):yb&&xb||!wb.test(c)?a.setAttribute(!xb&&n.propFix[c]||c,c):a[n.camelCase("default-"+c)]=a[c]=!0,c}},n.each(n.expr.match.bool.source.match(/\\w+/g),function(a,b){var c=vb[b]||n.find.attr;yb&&xb||!wb.test(b)?vb[b]=function(a,b,d){var e,f;return d||(f=vb[b],vb[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,vb[b]=f),e}:vb[b]=function(a,b,c){return c?void 0:a[n.camelCase("default-"+b)]?b.toLowerCase():null}}),yb&&xb||(n.attrHooks.value={set:function(a,b,c){return n.nodeName(a,"input")?void(a.defaultValue=b):tb&&tb.set(a,b,c)}}),xb||(tb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},vb.id=vb.name=vb.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},n.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:tb.set},n.attrHooks.contenteditable={set:function(a,b,c){tb.set(a,""===b?!1:b,c)}},n.each(["width","height"],function(a,b){n.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),l.style||(n.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var zb=/^(?:input|select|textarea|button|object)$/i,Ab=/^(?:a|area)$/i;n.fn.extend({prop:function(a,b){return Y(this,n.prop,a,b,arguments.length>1)},removeProp:function(a){return a=n.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),n.extend({prop:function(a,b,c){var d,e,f=a.nodeType;if(3!==f&&8!==f&&2!==f)return 1===f&&n.isXMLDoc(a)||(b=n.propFix[b]||b,e=n.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=n.find.attr(a,"tabindex");return b?parseInt(b,10):zb.test(a.nodeName)||Ab.test(a.nodeName)&&a.href?0:-1}}},propFix:{"for":"htmlFor","class":"className"}}),l.hrefNormalized||n.each(["href","src"],function(a,b){n.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),l.optSelected||(n.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null},set:function(a){var b=a.parentNode;b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex)}}),n.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){n.propFix[this.toLowerCase()]=this}),l.enctype||(n.propFix.enctype="encoding");var Bb=/[\\t\\r\\n\\f]/g;function Cb(a){return n.attr(a,"class")||""}n.fn.extend({addClass:function(a){var b,c,d,e,f,g,h,i=0;if(n.isFunction(a))return this.each(function(b){n(this).addClass(a.call(this,b,Cb(this)))});if("string"==typeof a&&a){b=a.match(G)||[];while(c=this[i++])if(e=Cb(c),d=1===c.nodeType&&(" "+e+" ").replace(Bb," ")){g=0;while(f=b[g++])d.indexOf(" "+f+" ")<0&&(d+=f+" ");h=n.trim(d),e!==h&&n.attr(c,"class",h)}}return this},removeClass:function(a){var b,c,d,e,f,g,h,i=0;if(n.isFunction(a))return this.each(function(b){n(this).removeClass(a.call(this,b,Cb(this)))});if(!arguments.length)return this.attr("class","");if("string"==typeof a&&a){b=a.match(G)||[];while(c=this[i++])if(e=Cb(c),d=1===c.nodeType&&(" "+e+" ").replace(Bb," ")){g=0;while(f=b[g++])while(d.indexOf(" "+f+" ")>-1)d=d.replace(" "+f+" "," ");h=n.trim(d),e!==h&&n.attr(c,"class",h)}}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):n.isFunction(a)?this.each(function(c){n(this).toggleClass(a.call(this,c,Cb(this),b),b)}):this.each(function(){var b,d,e,f;if("string"===c){d=0,e=n(this),f=a.match(G)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else void 0!==a&&"boolean"!==c||(b=Cb(this),b&&n._data(this,"__className__",b),n.attr(this,"class",b||a===!1?"":n._data(this,"__className__")||""))})},hasClass:function(a){var b,c,d=0;b=" "+a+" ";while(c=this[d++])if(1===c.nodeType&&(" "+Cb(c)+" ").replace(Bb," ").indexOf(b)>-1)return!0;return!1}}),n.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){n.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),n.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)}});var Db=a.location,Eb=n.now(),Fb=/\\?/,Gb=/(,)|(\\[|{)|(}|])|"(?:[^"\\\\\\r\\n]|\\\\["\\\\\\/bfnrt]|\\\\u[\\da-fA-F]{4})*"\\s*:?|true|false|null|-?(?!0\\d)\\d+(?:\\.\\d+|)(?:[eE][+-]?\\d+|)/g;n.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=n.trim(b+"");return e&&!n.trim(e.replace(Gb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():n.error("Invalid JSON: "+b)},n.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new a.DOMParser,c=d.parseFromString(b,"text/xml")):(c=new a.ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||n.error("Invalid XML: "+b),c};var Hb=/#.*$/,Ib=/([?&])_=[^&]*/,Jb=/^(.*?):[ \\t]*([^\\r\\n]*)\\r?$/gm,Kb=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Lb=/^(?:GET|HEAD)$/,Mb=/^\\/\\//,Nb=/^([\\w.+-]+:)(?:\\/\\/(?:[^\\/?#]*@|)([^\\/?#:]*)(?::(\\d+)|)|)/,Ob={},Pb={},Qb="*/".concat("*"),Rb=Db.href,Sb=Nb.exec(Rb.toLowerCase())||[];function Tb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(G)||[];if(n.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Ub(a,b,c,d){var e={},f=a===Pb;function g(h){var i;return e[h]=!0,n.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Vb(a,b){var c,d,e=n.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&n.extend(!0,a,c),a}function Wb(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Xb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}n.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:Rb,type:"GET",isLocal:Kb.test(Sb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Qb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/\\bxml\\b/,html:/\\bhtml/,json:/\\bjson\\b/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":n.parseJSON,"text xml":n.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Vb(Vb(a,n.ajaxSettings),b):Vb(n.ajaxSettings,a)},ajaxPrefilter:Tb(Ob),ajaxTransport:Tb(Pb),ajax:function(b,c){"object"==typeof b&&(c=b,b=void 0),c=c||{};var d,e,f,g,h,i,j,k,l=n.ajaxSetup({},c),m=l.context||l,o=l.context&&(m.nodeType||m.jquery)?n(m):n.event,p=n.Deferred(),q=n.Callbacks("once memory"),r=l.statusCode||{},s={},t={},u=0,v="canceled",w={readyState:0,getResponseHeader:function(a){var b;if(2===u){if(!k){k={};while(b=Jb.exec(g))k[b[1].toLowerCase()]=b[2]}b=k[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===u?g:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return u||(a=t[c]=t[c]||a,s[a]=b),this},overrideMimeType:function(a){return u||(l.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>u)for(b in a)r[b]=[r[b],a[b]];else w.always(a[w.status]);return this},abort:function(a){var b=a||v;return j&&j.abort(b),y(0,b),this}};if(p.promise(w).complete=q.add,w.success=w.done,w.error=w.fail,l.url=((b||l.url||Rb)+"").replace(Hb,"").replace(Mb,Sb[1]+"//"),l.type=c.method||c.type||l.method||l.type,l.dataTypes=n.trim(l.dataType||"*").toLowerCase().match(G)||[""],null==l.crossDomain&&(d=Nb.exec(l.url.toLowerCase()),l.crossDomain=!(!d||d[1]===Sb[1]&&d[2]===Sb[2]&&(d[3]||("http:"===d[1]?"80":"443"))===(Sb[3]||("http:"===Sb[1]?"80":"443")))),l.data&&l.processData&&"string"!=typeof l.data&&(l.data=n.param(l.data,l.traditional)),Ub(Ob,l,c,w),2===u)return w;i=n.event&&l.global,i&&0===n.active++&&n.event.trigger("ajaxStart"),l.type=l.type.toUpperCase(),l.hasContent=!Lb.test(l.type),f=l.url,l.hasContent||(l.data&&(f=l.url+=(Fb.test(f)?"&":"?")+l.data,delete l.data),l.cache===!1&&(l.url=Ib.test(f)?f.replace(Ib,"$1_="+Eb++):f+(Fb.test(f)?"&":"?")+"_="+Eb++)),l.ifModified&&(n.lastModified[f]&&w.setRequestHeader("If-Modified-Since",n.lastModified[f]),n.etag[f]&&w.setRequestHeader("If-None-Match",n.etag[f])),(l.data&&l.hasContent&&l.contentType!==!1||c.contentType)&&w.setRequestHeader("Content-Type",l.contentType),w.setRequestHeader("Accept",l.dataTypes[0]&&l.accepts[l.dataTypes[0]]?l.accepts[l.dataTypes[0]]+("*"!==l.dataTypes[0]?", "+Qb+"; q=0.01":""):l.accepts["*"]);for(e in l.headers)w.setRequestHeader(e,l.headers[e]);if(l.beforeSend&&(l.beforeSend.call(m,w,l)===!1||2===u))return w.abort();v="abort";for(e in{success:1,error:1,complete:1})w[e](l[e]);if(j=Ub(Pb,l,c,w)){if(w.readyState=1,i&&o.trigger("ajaxSend",[w,l]),2===u)return w;l.async&&l.timeout>0&&(h=a.setTimeout(function(){w.abort("timeout")},l.timeout));try{u=1,j.send(s,y)}catch(x){if(!(2>u))throw x;y(-1,x)}}else y(-1,"No Transport");function y(b,c,d,e){var k,s,t,v,x,y=c;2!==u&&(u=2,h&&a.clearTimeout(h),j=void 0,g=e||"",w.readyState=b>0?4:0,k=b>=200&&300>b||304===b,d&&(v=Wb(l,w,d)),v=Xb(l,v,w,k),k?(l.ifModified&&(x=w.getResponseHeader("Last-Modified"),x&&(n.lastModified[f]=x),x=w.getResponseHeader("etag"),x&&(n.etag[f]=x)),204===b||"HEAD"===l.type?y="nocontent":304===b?y="notmodified":(y=v.state,s=v.data,t=v.error,k=!t)):(t=y,!b&&y||(y="error",0>b&&(b=0))),w.status=b,w.statusText=(c||y)+"",k?p.resolveWith(m,[s,y,w]):p.rejectWith(m,[w,y,t]),w.statusCode(r),r=void 0,i&&o.trigger(k?"ajaxSuccess":"ajaxError",[w,l,k?s:t]),q.fireWith(m,[w,y]),i&&(o.trigger("ajaxComplete",[w,l]),--n.active||n.event.trigger("ajaxStop")))}return w},getJSON:function(a,b,c){return n.get(a,b,c,"json")},getScript:function(a,b){return n.get(a,void 0,b,"script")}}),n.each(["get","post"],function(a,b){n[b]=function(a,c,d,e){return n.isFunction(c)&&(e=e||d,d=c,c=void 0),n.ajax(n.extend({url:a,type:b,dataType:e,data:c,success:d},n.isPlainObject(a)&&a))}}),n._evalUrl=function(a){return n.ajax({url:a,type:"GET",dataType:"script",cache:!0,async:!1,global:!1,"throws":!0})},n.fn.extend({wrapAll:function(a){if(n.isFunction(a))return this.each(function(b){n(this).wrapAll(a.call(this,b))});if(this[0]){var b=n(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return n.isFunction(a)?this.each(function(b){n(this).wrapInner(a.call(this,b))}):this.each(function(){var b=n(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=n.isFunction(a);return this.each(function(c){n(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){n.nodeName(this,"body")||n(this).replaceWith(this.childNodes)}).end()}});function Yb(a){return a.style&&a.style.display||n.css(a,"display")}function Zb(a){if(!n.contains(a.ownerDocument||d,a))return!0;while(a&&1===a.nodeType){if("none"===Yb(a)||"hidden"===a.type)return!0;a=a.parentNode}return!1}n.expr.filters.hidden=function(a){return l.reliableHiddenOffsets()?a.offsetWidth<=0&&a.offsetHeight<=0&&!a.getClientRects().length:Zb(a)},n.expr.filters.visible=function(a){return!n.expr.filters.hidden(a)};var $b=/%20/g,_b=/\\[\\]$/,ac=/\\r?\\n/g,bc=/^(?:submit|button|image|reset|file)$/i,cc=/^(?:input|select|textarea|keygen)/i;function dc(a,b,c,d){var e;if(n.isArray(b))n.each(b,function(b,e){c||_b.test(a)?d(a,e):dc(a+"["+("object"==typeof e&&null!=e?b:"")+"]",e,c,d)});else if(c||"object"!==n.type(b))d(a,b);else for(e in b)dc(a+"["+e+"]",b[e],c,d)}n.param=function(a,b){var c,d=[],e=function(a,b){b=n.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=n.ajaxSettings&&n.ajaxSettings.traditional),n.isArray(a)||a.jquery&&!n.isPlainObject(a))n.each(a,function(){e(this.name,this.value)});else for(c in a)dc(c,a[c],b,e);return d.join("&").replace($b,"+")},n.fn.extend({serialize:function(){return n.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=n.prop(this,"elements");return a?n.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!n(this).is(":disabled")&&cc.test(this.nodeName)&&!bc.test(a)&&(this.checked||!Z.test(a))}).map(function(a,b){var c=n(this).val();return null==c?null:n.isArray(c)?n.map(c,function(a){return{name:b.name,value:a.replace(ac,"\\r\\n")}}):{name:b.name,value:c.replace(ac,"\\r\\n")}}).get()}}),n.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return this.isLocal?ic():d.documentMode>8?hc():/^(get|post|head|put|delete|options)$/i.test(this.type)&&hc()||ic()}:hc;var ec=0,fc={},gc=n.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in fc)fc[a](void 0,!0)}),l.cors=!!gc&&"withCredentials"in gc,gc=l.ajax=!!gc,gc&&n.ajaxTransport(function(b){if(!b.crossDomain||l.cors){var c;return{send:function(d,e){var f,g=b.xhr(),h=++ec;if(g.open(b.type,b.url,b.async,b.username,b.password),b.xhrFields)for(f in b.xhrFields)g[f]=b.xhrFields[f];b.mimeType&&g.overrideMimeType&&g.overrideMimeType(b.mimeType),b.crossDomain||d["X-Requested-With"]||(d["X-Requested-With"]="XMLHttpRequest");for(f in d)void 0!==d[f]&&g.setRequestHeader(f,d[f]+"");g.send(b.hasContent&&b.data||null),c=function(a,d){var f,i,j;if(c&&(d||4===g.readyState))if(delete fc[h],c=void 0,g.onreadystatechange=n.noop,d)4!==g.readyState&&g.abort();else{j={},f=g.status,"string"==typeof g.responseText&&(j.text=g.responseText);try{i=g.statusText}catch(k){i=""}f||!b.isLocal||b.crossDomain?1223===f&&(f=204):f=j.text?200:404}j&&e(f,i,j,g.getAllResponseHeaders())},b.async?4===g.readyState?a.setTimeout(c):g.onreadystatechange=fc[h]=c:c()},abort:function(){c&&c(void 0,!0)}}}});function hc(){try{return new a.XMLHttpRequest}catch(b){}}function ic(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}n.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/\\b(?:java|ecma)script\\b/},converters:{"text script":function(a){return n.globalEval(a),a}}}),n.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),n.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=d.head||n("head")[0]||d.documentElement;return{send:function(e,f){b=d.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||f(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var jc=[],kc=/(=)\\?(?=&|$)|\\?\\?/;n.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=jc.pop()||n.expando+"_"+Eb++;return this[a]=!0,a}}),n.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(kc.test(b.url)?"url":"string"==typeof b.data&&0===(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&kc.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=n.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(kc,"$1"+e):b.jsonp!==!1&&(b.url+=(Fb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||n.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){void 0===f?n(a).removeProp(e):a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,jc.push(e)),g&&n.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),n.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||d;var e=x.exec(a),f=!c&&[];return e?[b.createElement(e[1])]:(e=ja([a],b,f),f&&f.length&&n(f).remove(),n.merge([],e.childNodes))};var lc=n.fn.load;n.fn.load=function(a,b,c){if("string"!=typeof a&&lc)return lc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>-1&&(d=n.trim(a.slice(h,a.length)),a=a.slice(0,h)),n.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(e="POST"),g.length>0&&n.ajax({url:a,type:e||"GET",dataType:"html",data:b}).done(function(a){f=arguments,g.html(d?n("<div>").append(n.parseHTML(a)).find(d):a)}).always(c&&function(a,b){g.each(function(){c.apply(this,f||[a.responseText,b,a])})}),this},n.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){n.fn[b]=function(a){return this.on(b,a)}}),n.expr.filters.animated=function(a){return n.grep(n.timers,function(b){return a===b.elem}).length};function mc(a){return n.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}n.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=n.css(a,"position"),l=n(a),m={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=n.css(a,"top"),i=n.css(a,"left"),j=("absolute"===k||"fixed"===k)&&n.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),n.isFunction(b)&&(b=b.call(a,c,n.extend({},h))),null!=b.top&&(m.top=b.top-h.top+g),null!=b.left&&(m.left=b.left-h.left+e),"using"in b?b.using.call(a,m):l.css(m)}},n.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){n.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,n.contains(b,e)?("undefined"!=typeof e.getBoundingClientRect&&(d=e.getBoundingClientRect()),c=mc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===n.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),n.nodeName(a[0],"html")||(c=a.offset()),c.top+=n.css(a[0],"borderTopWidth",!0),c.left+=n.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-n.css(d,"marginTop",!0),left:b.left-c.left-n.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent;while(a&&!n.nodeName(a,"html")&&"static"===n.css(a,"position"))a=a.offsetParent;return a||Qa})}}),n.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);n.fn[a]=function(d){return Y(this,function(a,d,e){var f=mc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?n(f).scrollLeft():e,c?e:n(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),n.each(["top","left"],function(a,b){n.cssHooks[b]=Ua(l.pixelPosition,function(a,c){return c?(c=Sa(a,b),Oa.test(c)?n(a).position()[b]+"px":c):void 0})}),n.each({Height:"height",Width:"width"},function(a,b){n.each({\n",
|
|
"padding:"inner"+a,content:b,"":"outer"+a},function(c,d){n.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return Y(this,function(b,c,d){var e;return n.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?n.css(b,c,g):n.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),n.fn.extend({bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}}),n.fn.size=function(){return this.length},n.fn.andSelf=n.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return n});var nc=a.jQuery,oc=a.$;return n.noConflict=function(b){return a.$===n&&(a.$=oc),b&&a.jQuery===n&&(a.jQuery=nc),n},b||(a.jQuery=a.$=n),n});/*!\n",
|
|
" * Bootstrap v3.3.7 (http://getbootstrap.com)\n",
|
|
" * Copyright 2011-2016 Twitter, Inc.\n",
|
|
" * Licensed under the MIT license\n",
|
|
" */\n",
|
|
"if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1||b[0]>3)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher, but lower than version 4")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){if(a(b.target).is(this))return b.handleObj.handler.apply(this,arguments)}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.7",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\\s]*$)/,""));var g=a("#"===f?[]:f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.7",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c).prop(c,!0)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c).prop(c,!1))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target).closest(".btn");b.call(d,"toggle"),a(c.target).is('input[type="radio"], input[type="checkbox"]')||(c.preventDefault(),d.is("input,button")?d.trigger("focus"):d.find("input:visible,button:visible").first().trigger("focus"))}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.7",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));if(!(a>this.$items.length-1||a<0))return this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){if(!this.sliding)return this.slide("next")},c.prototype.prev=function(){if(!this.sliding)return this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.7",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger(a.Event("hidden.bs.dropdown",f)))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.7",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger(a.Event("shown.bs.dropdown",h))}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.7",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){document===a.target||this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;!e&&/destroy|hide/.test(b)||(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.7",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);if(c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),!c.isInStateTrue())return clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide()},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\\s?auto?\\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element&&e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);if(this.$element.trigger(g),!g.isDefaultPrevented())return f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=window.SVGElement&&c instanceof window.SVGElement,g=d?{top:0,left:0}:f?null:b.offset(),h={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},i=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,h,i,g)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null,a.$element=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;!e&&/destroy|hide/.test(b)||(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.7",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.7",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){\n",
|
|
"this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.7",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.7",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return e<c&&"top";if("bottom"==this.affixed)return null!=c?!(e+this.unpin<=f.top)&&"bottom":!(e+g<=a-d)&&"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&e<=c?"top":null!=d&&i+j>=a-d&&"bottom"},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery); </script><script>\n",
|
|
"$(function () {\n",
|
|
" $('[data-toggle="tooltip"]').tooltip();\n",
|
|
"});\n",
|
|
"\n",
|
|
"$("a").not("[href^='#']").attr('target', '_blank');\n",
|
|
"\n",
|
|
"$("a[href^='#']").not("[role='tab']").on('click', function (e) {\n",
|
|
"\n",
|
|
" // prevent default anchor click behavior\n",
|
|
" e.preventDefault();\n",
|
|
"\n",
|
|
" // store hash\n",
|
|
" var hash = this.hash;\n",
|
|
"\n",
|
|
" // animate\n",
|
|
" $('html, body').animate({\n",
|
|
" scrollTop: $(hash).offset().top\n",
|
|
" }, 300, function () {\n",
|
|
"\n",
|
|
" // when done, add hash to url\n",
|
|
" // (default click behaviour)\n",
|
|
" window.location.hash = hash;\n",
|
|
" });\n",
|
|
"\n",
|
|
"});\n",
|
|
"\n",
|
|
"$("select#variables-dropdown").on("change", function (e) {\n",
|
|
" var searchText = $("select#variables-dropdown").val().toLowerCase();\n",
|
|
" var variables = $(".variable");\n",
|
|
" variables.each(function (index) {\n",
|
|
" var isMatch = $(this.firstChild.firstChild).attr("title").toLowerCase() == (searchText);\n",
|
|
" if(searchText == ""){isMatch = true};\n",
|
|
" $(this).parent().toggle(isMatch);\n",
|
|
" });\n",
|
|
"}); </script></body></html>\" frameborder=\"0\" allowfullscreen></iframe>"
|
|
],
|
|
"text/plain": [
|
|
"<IPython.core.display.HTML object>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"df.drop(columns=['age_bin', 'fare_bin'], inplace=True)\n",
|
|
"profile = ProfileReport(df, title=\"Profiling Report\")\n",
|
|
"\n",
|
|
"profile.to_notebook_iframe()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "400e2a71-2d6b-41d5-a553-618e302e5f68",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Multivariable logistic Regression\n",
|
|
"A multivariable logistic regression with a binary target variable aims to predict a binary outcome based on multiple predictor variables.\n",
|
|
"\n",
|
|
"- Objective: The goal is to predict the probability of a binary outcome (e.g., Yes/No, 0/1) based on the values of multiple predictor variables.\n",
|
|
"- Model: It uses a regression model (e.g., logistic regression) to estimate the relationship between the predictors and the probability of the binary outcome.\n",
|
|
"- Prediction: Given values for the predictor variables, the model calculates the predicted probability of the binary outcome. This probability can then be converted into a binary decision based on a chosen threshold.\n",
|
|
"\n",
|
|
"## Interpretation of regressions metrics\n",
|
|
"- Accuracy\n",
|
|
" - The accuracy score measures the proportion of correct predictions made by the model out of the total number of predictions.\n",
|
|
" - It is calculated as the number of correct predictions divided by the total number of predictions.\n",
|
|
"- Confusion Matrix\n",
|
|
" - A confusion matrix is a table that is often used to describe the performance of a classification model on a set of test data for which the true values are known.\n",
|
|
" - It's a matrix with four different combinations of predicted and actual classes: True Positive (TP), False Positive (FP), True Negative (TN), and False Negative (FN).\n",
|
|
" - It provides a more detailed breakdown of the model's performance than just the accuracy score.\n",
|
|
"- Classification Report\n",
|
|
" - Precision: Out of all predicted positive instances, how many were actually positive.\n",
|
|
" - Recall (Sensitivity): Out of all actual positive instances, how many were predicted correctly.\n",
|
|
" - F1-score: Harmonic mean of precision and recall. It gives a balance between precision and recall.\n",
|
|
" - Support: Number of actual occurrences of the class in the dataset.\n",
|
|
"\n",
|
|
"## ROC Curve (Receiver Operating Characteristic Curve)\n",
|
|
"The ROC curve is a graphical representation of the performance of a binary classification model across different thresholds. It plots the True Positive Rate (sensitivity) against the False Positive Rate (1 - specificity) for various threshold values. Each point on the curve represents a sensitivity/specificity pair corresponding to a particular decision threshold.\n",
|
|
"\n",
|
|
"### Interpretation of ROC Area (AUC):\n",
|
|
"The Area Under the ROC Curve (AUC) quantifies the overall performance of a binary classification model. It ranges from 0 to 1, where:\n",
|
|
"\n",
|
|
"- AUC = 1 indicates a perfect classifier that perfectly separates the classes.\n",
|
|
"- AUC = 0.5 indicates a classifier that performs no better than random guessing.\n",
|
|
"- AUC < 0.5 indicates a classifier that performs worse than random guessing (inverted predictions).\n",
|
|
"\n",
|
|
"Typically, an AUC above 0.7 is considered acceptable, while an AUC above 0.8 is considered good discrimination."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"id": "8f122f3d-bfbf-4270-b394-e36f1bc8998e",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Accuracy: 0.7622739018087855\n",
|
|
"Confusion Matrix:\n",
|
|
" [[193 40]\n",
|
|
" [ 52 102]]\n",
|
|
"Classification Report:\n",
|
|
" precision recall f1-score support\n",
|
|
"\n",
|
|
" 0 0.79 0.83 0.81 233\n",
|
|
" 1 0.72 0.66 0.69 154\n",
|
|
"\n",
|
|
" accuracy 0.76 387\n",
|
|
" macro avg 0.75 0.75 0.75 387\n",
|
|
"weighted avg 0.76 0.76 0.76 387\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# Select independent variables (X) and dependent variable (y)\n",
|
|
"independent_variables = df[['age', 'fare', 'pclass', 'sex']]\n",
|
|
"dependent_variable = df['survived']\n",
|
|
"\n",
|
|
"# Perform one-hot encoding for the 'sex' column\n",
|
|
"# Convert categorical variables into a numerical format\n",
|
|
"column_transformer = ColumnTransformer(\n",
|
|
" [('one_hot_encoder', OneHotEncoder(), ['sex'])], \n",
|
|
" remainder='passthrough'\n",
|
|
")\n",
|
|
"independent_variables_encoded = column_transformer.fit_transform(independent_variables)\n",
|
|
"\n",
|
|
"# Split data into training and testing sets\n",
|
|
"# Changing test_size to increment/decrease the sample size\n",
|
|
"X_train, X_test, y_train, y_test = train_test_split(independent_variables_encoded, dependent_variable, test_size=0.3, random_state=42)\n",
|
|
"\n",
|
|
"# Initialize the logistic regression model\n",
|
|
"model = LogisticRegression()\n",
|
|
"\n",
|
|
"# Fit the model to the training data\n",
|
|
"model.fit(X_train, y_train)\n",
|
|
"\n",
|
|
"# Predict probabilities on the test set\n",
|
|
"#1: to predict survivors\n",
|
|
"#0: to predict non survivors\n",
|
|
"y_pred_proba = model.predict_proba(X_test)[:, 1]\n",
|
|
"\n",
|
|
"# Compute ROC curve and ROC area for each class\n",
|
|
"fpr, tpr, _ = roc_curve(y_test, y_pred_proba)\n",
|
|
"roc_auc = auc(fpr, tpr)\n",
|
|
"\n",
|
|
"# Make predictions on the testing data\n",
|
|
"y_pred = model.predict(X_test)\n",
|
|
"\n",
|
|
"# Evaluate the model\n",
|
|
"accuracy = accuracy_score(y_test, y_pred)\n",
|
|
"conf_matrix = confusion_matrix(y_test, y_pred)\n",
|
|
"class_report = classification_report(y_test, y_pred)\n",
|
|
"\n",
|
|
"print(\"Accuracy:\", accuracy)\n",
|
|
"print(\"Confusion Matrix:\\n\", conf_matrix)\n",
|
|
"print(\"Classification Report:\\n\", class_report)\n",
|
|
"\n",
|
|
"# Plot ROC curve\n",
|
|
"plt.figure()\n",
|
|
"plt.plot(fpr, tpr, color='darkorange', lw=2, label='ROC curve (area = %0.2f)' % roc_auc)\n",
|
|
"plt.plot([0, 1], [0, 1], color='navy', lw=2, linestyle='--')\n",
|
|
"plt.xlim([0.0, 1.0])\n",
|
|
"plt.ylim([0.0, 1.05])\n",
|
|
"plt.xlabel('False Positive Rate')\n",
|
|
"plt.ylabel('True Positive Rate')\n",
|
|
"plt.title('Receiver Operating Characteristic (ROC) Curve')\n",
|
|
"plt.legend(loc=\"lower right\")\n",
|
|
"plt.show()\n"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"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": "3.11.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|