From 8cc6982fa564761e638b9deed5c130df31d10055 Mon Sep 17 00:00:00 2001 From: Nikola <2212719@stud.hs-mannheim.de> Date: Thu, 18 Dec 2025 16:20:21 +0100 Subject: [PATCH] improve notebook, add todo, extend gitignore --- .gitignore | 1 + notebooks/bikes.ipynb | 437 +++++++++++++++++++++++++++++------------- 2 files changed, 309 insertions(+), 129 deletions(-) diff --git a/.gitignore b/.gitignore index 5d381cc..9bcf907 100644 --- a/.gitignore +++ b/.gitignore @@ -160,3 +160,4 @@ cython_debug/ # option (not recommended) you can uncomment the following to ignore the entire idea folder. #.idea/ +libs/ \ No newline at end of file diff --git a/notebooks/bikes.ipynb b/notebooks/bikes.ipynb index 9f72dc5..b13ae8c 100644 --- a/notebooks/bikes.ipynb +++ b/notebooks/bikes.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "ea7d1a2b", "metadata": {}, "outputs": [], @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 160, "id": "181190f4", "metadata": {}, "outputs": [ @@ -23,9 +23,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\nikol\\AppData\\Local\\Temp\\ipykernel_6688\\3387866908.py:10: DtypeWarning: Columns (10,11,14,15,16) have mixed types. Specify dtype option on import or set low_memory=False.\n", + "C:\\Users\\nikol\\AppData\\Local\\Temp\\ipykernel_12032\\1861347910.py:10: DtypeWarning: Columns (10,11,14,15,16) have mixed types. Specify dtype option on import or set low_memory=False.\n", " df_temp = pd.read_csv(datei)\n", - "C:\\Users\\nikol\\AppData\\Local\\Temp\\ipykernel_6688\\3387866908.py:10: DtypeWarning: Columns (10,11,14,15,16) have mixed types. Specify dtype option on import or set low_memory=False.\n", + "C:\\Users\\nikol\\AppData\\Local\\Temp\\ipykernel_12032\\1861347910.py:10: DtypeWarning: Columns (10,11,14,15,16) have mixed types. Specify dtype option on import or set low_memory=False.\n", " df_temp = pd.read_csv(datei)\n" ] } @@ -46,13 +46,105 @@ " dfs.append(df_temp.astype({\"year\":int}))\n", "\n", "df = pd.concat(dfs, ignore_index=True)\n", + "\n", + "# Mannheim subset, saved to file\n", "df_ma = df[df[\"domain_name\"] == 'Stadt Mannheim']\n", - "\n" + "df_ma.to_csv(\"../data/processed/bikes_mannheim.csv\", index=False)" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 158, + "id": "d3f4c318", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "operator_name 0\n", + "domain_name 0\n", + "domain_id 0\n", + "counter_site 0\n", + "counter_site_id 0\n", + "counter_serial 1593\n", + "longitude 0\n", + "latitude 0\n", + "timezone 0\n", + "iso_timestamp 0\n", + "channels_in 26510\n", + "channels_out 26559\n", + "channels_unknown 220492\n", + "channels_all 0\n", + "site_temperature 20642\n", + "site_rain_accumulation 20642\n", + "site_snow_accumulation 20656\n", + "year 0\n", + "dtype: int64\n", + "operator_name 0\n", + "domain_name 0\n", + "domain_id 0\n", + "counter_site 0\n", + "counter_site_id 0\n", + "counter_serial 0\n", + "longitude 0\n", + "latitude 0\n", + "timezone 0\n", + "iso_timestamp 0\n", + "channels_in 0\n", + "channels_out 0\n", + "channels_unknown 27415\n", + "channels_all 0\n", + "site_temperature 0\n", + "site_rain_accumulation 0\n", + "site_snow_accumulation 0\n", + "year 0\n", + "dtype: int64\n" + ] + } + ], + "source": [ + "# Daten bereinigen\n", + "\n", + "# replace various forms of 'na' with np.nan\n", + "df = df.replace([\"na\", \"NA\", \"Na\"], np.nan)\n", + "print(df.isna().sum())\n", + "# TODO Find if temp rain and snow values are missing in a pattern or at random\n", + "# convert numeric values to corresponding dtypes\n", + "df[\"site_temperature\"] = df[\"site_temperature\"].astype(float)\n", + "df[\"site_rain_accumulation\"] = df[\"site_rain_accumulation\"].astype(float)\n", + "df[\"site_snow_accumulation\"] = df[\"site_snow_accumulation\"].astype(float)\n", + "print(df_ma.isna().sum())\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eb082a0d", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\nikol\\AppData\\Local\\Temp\\ipykernel_12032\\3952536231.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " df_ma[\"short_labels\"] = df_ma[\"counter_site\"].apply(lambda x: x[:max_length] + (\"…\" if len(x) > max_length else \"\"))\n" + ] + } + ], + "source": [ + "# Shorten der Labels für bessere Lesbarkeit im Plot\n", + "max_length = 15\n", + "df_ma[\"short_labels\"] = df_ma[\"counter_site\"].apply(lambda x: x[:max_length] + (\"…\" if len(x) > max_length else \"\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 66, "id": "ea13a213", "metadata": {}, "outputs": [ @@ -84,7 +176,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 65, "id": "f938cd69", "metadata": {}, "outputs": [ @@ -100,12 +192,12 @@ } ], "source": [ - "avg_per_year = df_ma.groupby(\"year\")[\"channels_all\"].sum()\n", + "sum_per_year = df_ma.groupby(\"year\")[\"channels_all\"].sum()\n", "\n", - "avg_per_year = avg_per_year.sort_index()\n", + "sum_per_year = sum_per_year.sort_index()\n", "\n", "plt.figure(figsize=(10, 5))\n", - "plt.bar(avg_per_year.index.astype(str), avg_per_year.values)\n", + "plt.bar(sum_per_year.index.astype(str), sum_per_year.values)\n", "\n", "plt.xlabel(\"Year\")\n", "plt.ylabel(\"Total observations in millions\")\n", @@ -116,15 +208,15 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "id": "ab084d8d", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -132,13 +224,13 @@ } ], "source": [ - "station_sum = df_ma.groupby(\"counter_site\")[\"channels_all\"].sum().sort_values(ascending=False)\n", + "station_sum = df_ma.groupby(\"short_labels\")[\"channels_all\"].sum().sort_values(ascending=False)\n", "\n", - "plt.figure(figsize=(12, 5))\n", + "plt.figure(figsize=(10, 8))\n", "plt.bar(station_sum.index, station_sum.values)\n", - "plt.xticks(rotation=30)\n", + "plt.xticks(rotation=75)\n", "plt.xlabel(\"Station\")\n", - "plt.ylabel(\"Total observations (sum over all years) in millions\")\n", + "plt.ylabel(\"Total observations (2014-2024) in millions\")\n", "plt.title(\"Total observations per station (Stadt Mannheim)\")\n", "plt.tight_layout()\n", "plt.show()" @@ -147,44 +239,44 @@ { "cell_type": "code", "execution_count": null, - "id": "cf4ab2b6", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\nikol\\AppData\\Local\\Temp\\ipykernel_6688\\2974708269.py:4: DtypeWarning: Columns (10,11,14,15,16) have mixed types. Specify dtype option on import or set low_memory=False.\n", - " dfyear = pd.read_csv(f'../data/tageswerte_pro_Jahr/fahrradzaehler_tageswerten_20{year}.csv', delimiter=',')\n", - "C:\\Users\\nikol\\AppData\\Local\\Temp\\ipykernel_6688\\2974708269.py:4: DtypeWarning: Columns (10,11,14,15,16) have mixed types. Specify dtype option on import or set low_memory=False.\n", - " dfyear = pd.read_csv(f'../data/tageswerte_pro_Jahr/fahrradzaehler_tageswerten_20{year}.csv', delimiter=',')\n" - ] - } - ], - "source": [ - "yearly_avg_ma = []\n", - "years=[]\n", - "for year in range(14,25):\n", - " dfyear = pd.read_csv(f'../data/tageswerte_pro_Jahr/fahrradzaehler_tageswerten_20{year}.csv', delimiter=',')\n", - " dfyear_ma = dfyear[dfyear[\"domain_name\"] == 'Stadt Mannheim']\n", - " yearly_avg_ma.append(np.mean(dfyear_ma[\"channels_all\"]))\n", - " years.append(f\"20{year}\")\n", - "\n", - "plot_data = pd.DataFrame({\n", - " 'Year': years,\n", - " 'Average': yearly_avg_ma\n", - "})" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "a175b2c5", + "id": "ad8639cd", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "max_length = 15\n", + "\n", + "plt.figure(figsize=(20, 10))\n", + "sns.boxplot(data=df_ma, x=\"short_labels\", y=\"channels_all\")\n", + "\n", + "plt.xticks(rotation=45)\n", + "plt.ylabel(\"Daily observations\")\n", + "plt.title(\"Distribution of daily counts per station (Stadt Mannheim- 2014-2024)\")\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "cf4ab2b6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", "text/plain": [ "
" ] @@ -194,107 +286,194 @@ } ], "source": [ - "# WICHTIG Hier kommt der Absturz des Mittelwerts dadurch, dass mehr Zählstationen hinzugefügt wurden, die nicht an einem Hotspot standen, also Mittelwert sinkt.\n", - "sns.set(style=\"whitegrid\")\n", + "y = df_ma.groupby(by=\"year\")[\"counter_site\"].nunique()\n", + "plt.figure(figsize=(10, 6))\n", + "sns.lineplot(x=y.index, y=y.values, marker='o')\n", + "plt.title(\"Number of counting stations per year in Mannheim\", fontsize=16)\n", + "plt.xlabel(\"Year\", fontsize=12)\n", + "plt.ylabel(\"Number of stations\", fontsize=12)\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "a175b2c5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# WICHTIG Hier kommt der Abfall des Mittelwerts dadurch, dass mehr Zählstationen hinzugefügt wurden, die nicht an einem Hotspot standen, also Mittelwert sinkt.\n", + "plot_data = pd.DataFrame({\n", + " 'Year': df_ma['year'].unique(),\n", + " 'Average': avg_per_year\n", + "})\n", "\n", - "# Create a line plot or bar plot\n", "plt.figure(figsize=(10, 6))\n", "sns.lineplot(x='Year', y='Average', data=plot_data, marker='o')\n", "\n", - "# Optional: Customize the plot further\n", - "plt.title(\"Yearly Average of Tracked Bikes in Mannheim\", fontsize=16)\n", + "plt.title(\"Daily Average of Tracked Bikes (Mannheim 2014-2025)\", fontsize=16)\n", "plt.xlabel(\"Year\", fontsize=12)\n", "plt.ylabel(\"Average Number of bikes\", fontsize=12)\n", "\n", - "# Show the plot\n", "plt.tight_layout()\n", "plt.show()" ] }, + { + "cell_type": "markdown", + "id": "6e6c3493", + "metadata": {}, + "source": [ + "# Korrelation zwischen Temperatur und Fahrradnutzung" + ] + }, { "cell_type": "code", - "execution_count": 4, - "id": "e5404b07", + "execution_count": null, + "id": "95626fa7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pearson: 0.202\n", + "Spearman: 0.223\n", + "Pearson: 0.195\n", + "Spearman: 0.272\n" + ] + } + ], + "source": [ + "fig, axs = plt.subplots(1,2,figsize=(15, 5))\n", + "sns.scatterplot(data=df_ma, y=\"site_temperature\", x=\"channels_all\", ax=axs[0])\n", + "sns.regplot(data=df_ma, y=\"site_temperature\", x=\"channels_all\",scatter_kws={'s': 10}, line_kws={'color': 'red'}, ax=axs[1])\n", + "plt.xlabel(\"Site temperature\")\n", + "plt.ylabel(\"Bike counts\") \n", + "plt.title(\"Temperature vs. bicycle counts (Stadt Mannheim)\")\n", + "plt.tight_layout()\n", + "plt.show()\n", + "# Pearson\n", + "pearson_ma = df_ma[[\"channels_all\", \"site_temperature\"]].corr(method=\"pearson\").loc[\"channels_all\", \"site_temperature\"]\n", + "\n", + "# Spearman\n", + "spearman_ma = df_ma[[\"channels_all\", \"site_temperature\"]].corr(method=\"spearman\").loc[\"channels_all\", \"site_temperature\"]\n", + "\n", + "print(f\"Pearson: {pearson_ma:.3f}\")\n", + "print(f\"Spearman: {spearman_ma:.3f}\")\n", + "\n", + "# Drop all nan values in site_temperature from big dataframe\n", + "df[\"site_temperature\"] = df[\"site_temperature\"].replace([\"na\", \"NA\", \"Na\"], np.nan)\n", + "df = df.dropna(subset=[\"site_temperature\"])\n", + "pearson_all = df[[\"channels_all\", \"site_temperature\"]].corr(method=\"pearson\").loc[\"channels_all\", \"site_temperature\"]\n", + "spearman_all = df[[\"channels_all\", \"site_temperature\"]].corr(method=\"spearman\").loc[\"channels_all\", \"site_temperature\"]\n", + "\n", + "print(f\"Pearson: {pearson_all:.3f}\")\n", + "print(f\"Spearman: {spearman_all:.3f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "3fe1513a", + "metadata": {}, + "source": [ + "#### Die insgesamte Korrelation zwischen der Temperatur und der Fahrradnutzung in Mannheim beträgt nach Pearson 0.202.\n", + "#### Betrachtet man jedoch die Korrelation der einzelnen der Messstationen so ergeben sich folgende Werte." + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "46404807", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " operator_name domain_name domain_id counter_site \\\n", - "3285 Eco Counter GmbH Stadt Mannheim 4197 Renzstraße \n", - "3286 Eco Counter GmbH Stadt Mannheim 4197 Renzstraße \n", - "3287 Eco Counter GmbH Stadt Mannheim 4197 Renzstraße \n", - "3288 Eco Counter GmbH Stadt Mannheim 4197 Renzstraße \n", - "3289 Eco Counter GmbH Stadt Mannheim 4197 Renzstraße \n", - "... ... ... ... ... \n", - "10945 Eco Counter GmbH Stadt Mannheim 4197 Kurpfalzbrücke \n", - "10946 Eco Counter GmbH Stadt Mannheim 4197 Kurpfalzbrücke \n", - "10947 Eco Counter GmbH Stadt Mannheim 4197 Kurpfalzbrücke \n", - "10948 Eco Counter GmbH Stadt Mannheim 4197 Kurpfalzbrücke \n", - "10949 Eco Counter GmbH Stadt Mannheim 4197 Kurpfalzbrücke \n", - "\n", - " counter_site_id counter_serial longitude latitude \\\n", - "3285 100013246 YTH21025244 8.481114 49.490270 \n", - "3286 100013246 YTH21025244 8.481114 49.490270 \n", - "3287 100013246 YTH21025244 8.481114 49.490270 \n", - "3288 100013246 YTH21025244 8.481114 49.490270 \n", - "3289 100013246 YTH21025244 8.481114 49.490270 \n", - "... ... ... ... ... \n", - "10945 100043761 YTH18116954 8.472163 49.494099 \n", - "10946 100043761 YTH18116954 8.472163 49.494099 \n", - "10947 100043761 YTH18116954 8.472163 49.494099 \n", - "10948 100043761 YTH18116954 8.472163 49.494099 \n", - "10949 100043761 YTH18116954 8.472163 49.494099 \n", - "\n", - " timezone iso_timestamp channels_in \\\n", - "3285 (UTC+01:00) Europe/Paris DST 2019-01-01T00:00:00+01:00 318 \n", - "3286 (UTC+01:00) Europe/Paris DST 2019-01-02T00:00:00+01:00 1050 \n", - "3287 (UTC+01:00) Europe/Paris DST 2019-01-03T00:00:00+01:00 931 \n", - "3288 (UTC+01:00) Europe/Paris DST 2019-01-04T00:00:00+01:00 1036 \n", - "3289 (UTC+01:00) Europe/Paris DST 2019-01-05T00:00:00+01:00 509 \n", - "... ... ... ... \n", - "10945 (UTC+01:00) Europe/Paris DST 2019-12-27T00:00:00+01:00 1180 \n", - "10946 (UTC+01:00) Europe/Paris DST 2019-12-28T00:00:00+01:00 1232 \n", - "10947 (UTC+01:00) Europe/Paris DST 2019-12-29T00:00:00+01:00 715 \n", - "10948 (UTC+01:00) Europe/Paris DST 2019-12-30T00:00:00+01:00 1362 \n", - "10949 (UTC+01:00) Europe/Paris DST 2019-12-31T00:00:00+01:00 925 \n", - "\n", - " channels_out channels_unknown channels_all site_temperature \\\n", - "3285 348 na 666 4.5 \n", - "3286 1002 na 2052 3.5 \n", - "3287 866 na 1797 2.5 \n", - "3288 954 na 1990 2.5 \n", - "3289 506 na 1015 5.0 \n", - "... ... ... ... ... \n", - "10945 1282 na 2462 5.5 \n", - "10946 1325 na 2557 3.5 \n", - "10947 786 na 1501 2.0 \n", - "10948 1534 na 2896 1.5 \n", - "10949 1029 na 1954 2.5 \n", - "\n", - " site_rain_accumulation site_snow_accumulation \n", - "3285 0.8 0.0 \n", - "3286 0.8 0.0 \n", - "3287 0.1 0.1 \n", - "3288 0.3 0.0 \n", - "3289 11.1 0.0 \n", - "... ... ... \n", - "10945 1.4 0.0 \n", - "10946 0.0 0.0 \n", - "10947 0.0 0.0 \n", - "10948 0.0 0.0 \n", - "10949 0.0 0.0 \n", - "\n", - "[2555 rows x 17 columns]\n" + " short_labels pearson_corr\n", + "1 B38. RI. AUS 0.011942\n", + "15 Lindenhofüberfü… 0.235979\n", + "25 Theodor-Heuss-A… 0.381730\n", + "21 Renzstraße 0.445103\n", + "19 Neckarauer Über… 0.486533\n", + "5 Feudenheimerstr… 0.510540\n", + "7 Feudenheimstr. … 0.533080\n", + "13 Kurpfalzbrücke 0.548310\n", + "9 Jungbuschbrücke 0.557844\n", + "11 Konrad-Adenauer… 0.568114\n", + "17 Luzenbergstr. 0.584917\n", + "3 Fernmeldeturm. 0.619432\n", + "23 Schlosspark Lin… 0.629848\n" ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "# getrackte Räder nach channel site, also Standort der Zählstation im Jahr 2014\n", - "df15 = pd.read_csv(f'../data/tageswerte_pro_Jahr/fahrradzaehler_tageswerten_2019.csv', delimiter=',')\n", - "df15_ma = df15[df15[\"domain_name\"] == 'Stadt Mannheim']\n", - "print(df15_ma)\n" + "corr_per_station = (\n", + " df_ma.groupby(\"short_labels\")[[\"channels_all\", \"site_temperature\"]]\n", + " .corr(method=\"pearson\")\n", + " .reset_index()\n", + ")\n", + "\n", + "# Nur die Zeilen channels_all vs. site_temperature extrahieren\n", + "corr_per_station = corr_per_station[\n", + " (corr_per_station[\"level_1\"] == \"site_temperature\") &\n", + " (corr_per_station[\"short_labels\"].notna())\n", + "][[\"short_labels\", \"channels_all\"]].rename(columns={\"channels_all\": \"pearson_corr\"})\n", + "\n", + "print(corr_per_station.sort_values(\"pearson_corr\"))\n", + "\n", + "corr_per_station_sorted = corr_per_station.sort_values(\"pearson_corr\")\n", + "\n", + "plt.figure(figsize=(10, 5))\n", + "plt.barh(corr_per_station_sorted[\"short_labels\"], corr_per_station_sorted[\"pearson_corr\"])\n", + "plt.xlabel(\"Pearson correlation (site_temperature vs. channels_all)\")\n", + "plt.ylabel(\"Station\")\n", + "plt.title(\"Correlation between temperature and bicycle counts by station\")\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "faf7f222", + "metadata": {}, + "source": [ + "An den meisten Stationen ist die Korrelation positiv (d.h. wärmere Tage → mehr Radverkehr).“\n", + "„Die Stärke variiert jedoch deutlich zwischen den Stationen (von ~0 bis ~0.63).“\n", + "„Insbesondere an Stationen X, Y, Z ist der Zusammenhang besonders stark.“" ] } ],