1416 lines
2.9 MiB
1416 lines
2.9 MiB
{
|
||
"cells": [
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 56,
|
||
"id": "ea7d1a2b",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"import pandas as pd\n",
|
||
"import numpy as np\n",
|
||
"import matplotlib.pyplot as plt\n",
|
||
"import seaborn as sns\n",
|
||
"import holidays\n",
|
||
"import glob\n",
|
||
"import os"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 57,
|
||
"id": "181190f4",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"pfad = \"../data/tageswerte_pro_Jahr/*.csv\"\n",
|
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"\n",
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"dateien = glob.glob(pfad)\n",
|
||
"dfs = []\n",
|
||
"for datei in dateien:\n",
|
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" df_temp = pd.read_csv(datei, low_memory=False)\n",
|
||
" df_temp[\"year\"] = os.path.basename(datei).split(\"_\")[2].split(\".\")[0]\n",
|
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" dfs.append(df_temp.astype({\"year\":int}))\n",
|
||
"\n",
|
||
"df = pd.concat(dfs, ignore_index=True)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 58,
|
||
"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"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Daten bereinigen\n",
|
||
"\n",
|
||
"# replace various forms of 'na' with np.nan\n",
|
||
"df = df.replace([\"na\", \"NA\", \"Na\"], np.nan)\n",
|
||
"\n",
|
||
"df_backup = df.copy()\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",
|
||
"\n",
|
||
"# Mannheim subset, saved to file\n",
|
||
"df_ma = df[df[\"domain_name\"] == 'Stadt Mannheim']\n",
|
||
"df_ma.to_csv(\"../data/processed/daily_bikes_mannheim.csv\", index=False)\n",
|
||
"#print(df_ma.isna().sum())\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"# Wie ist das verhältnis über den gesammten Zeitraum von Regen und Schnee?\n",
|
||
"\n",
|
||
"\n",
|
||
"labels = [\n",
|
||
" \"Januar\", \"Februar\", \"März\", \"April\", \"Mai\", \"Juni\",\n",
|
||
" \"Juli\", \"August\", \"September\", \"Oktober\", \"November\", \"Dezember\"\n",
|
||
"]\n",
|
||
"df2 = df.copy()\n",
|
||
"\n",
|
||
"\n",
|
||
"df2[\"iso_timestamp\"] = pd.to_datetime(\n",
|
||
" df2[\"iso_timestamp\"],\n",
|
||
" errors=\"coerce\", #If 'coerce', then invalid parsing will be set as NaT.\n",
|
||
" utc=True\n",
|
||
")\n",
|
||
"\n",
|
||
"df_ma = df2.loc[df2[\"domain_name\"] == \"Stadt Mannheim\"]\n",
|
||
"df_ma = df_ma.dropna(subset=[\"iso_timestamp\"])\n",
|
||
"df_ma[\"month\"] = df_ma[\"iso_timestamp\"].dt.month.astype(int)\n",
|
||
"df_ma[\"site_rain_accumulation\"] = pd.to_numeric(df_ma[\"site_rain_accumulation\"], errors=\"coerce\").clip(lower=0)\n",
|
||
"df_ma[\"site_snow_accumulation\"] = pd.to_numeric(df_ma[\"site_snow_accumulation\"], errors=\"coerce\").clip(lower=0)\n",
|
||
"\n",
|
||
"monthly = (\n",
|
||
" df_ma.groupby(\"month\")[[\"site_rain_accumulation\", \"site_snow_accumulation\"]]\n",
|
||
" .sum()\n",
|
||
" .reindex(range(1, 13), fill_value=0)\n",
|
||
")\n",
|
||
"\n",
|
||
"rain_sum = monthly[\"site_rain_accumulation\"].to_numpy()\n",
|
||
"snow_sum = monthly[\"site_snow_accumulation\"].to_numpy()\n",
|
||
"\n",
|
||
"x = np.arange(12)\n",
|
||
"width = 0.35\n",
|
||
"fig, ax = plt.subplots()\n",
|
||
"\n",
|
||
"rects1 = ax.bar(x - width/2, rain_sum, width, label=\"Rain\")\n",
|
||
"rects2 = ax.bar(x + width/2, snow_sum, width, label=\"Snow\")\n",
|
||
"\n",
|
||
"ax.set_ylabel(\"Akkumulation\")\n",
|
||
"ax.set_title(\"Monatliche Summe Regen vs. Schnee (Mannheim)\")\n",
|
||
"ax.set_xticks(x, labels, rotation=45, ha=\"right\")\n",
|
||
"ax.legend()\n",
|
||
"\n",
|
||
"ax.bar_label(rects1, padding=3, fmt=\"%.1f\")\n",
|
||
"ax.bar_label(rects2, padding=3, fmt=\"%.1f\")\n",
|
||
"\n",
|
||
"fig.tight_layout()\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"\n",
|
||
"# IDEE: Man könnte noch zeigen wie akurat Schnee / Regen sind, in dem man farblich darstellt ob die Temperatur > oder < 0 war."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 59,
|
||
"id": "eb082a0d",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"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": 60,
|
||
"id": "ea13a213",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"/tmp/ipykernel_88555/1295171260.py:7: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
|
||
" axs[0].set_yticklabels(range(0,3501, 500))\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 1500x500 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"avg_per_year = df_ma.groupby(\"year\")[\"channels_all\"].mean()\n",
|
||
"years = avg_per_year.index.astype(str)\n",
|
||
"fig, axs = plt.subplots(1,2, figsize=(15, 5))\n",
|
||
"\n",
|
||
"sns.barplot(x=years, y=avg_per_year.values, ax=axs[0])\n",
|
||
"axs[1].set_yticks(range(0, 3501, 500))\n",
|
||
"axs[0].set_yticklabels(range(0,3501, 500))\n",
|
||
"axs[0].set_xlabel(\"Year\")\n",
|
||
"axs[0].set_ylabel(\"Average channels_all\")\n",
|
||
"axs[0].set_title(\"Average daily observations per year (Mannheim 2014-2025)\", fontsize=16)\n",
|
||
"\n",
|
||
"\n",
|
||
"# 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': years,\n",
|
||
" 'Average': avg_per_year\n",
|
||
"})\n",
|
||
"\n",
|
||
"sns.lineplot(x='Year', y='Average', data=plot_data, marker='o', ax=axs[1])\n",
|
||
"axs[1].set_yticks(range(0, 3501, 500))\n",
|
||
"axs[1].set_yticklabels(range(0,3501, 500))\n",
|
||
"axs[1].set_title(\"Average daily observations (Mannheim 2014-2025)\", fontsize=16)\n",
|
||
"axs[1].set_xlabel(\"Year\", fontsize=12)\n",
|
||
"axs[1].set_ylabel(\"Average Number of bikes\", fontsize=12)\n",
|
||
"\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 61,
|
||
"id": "cf4ab2b6",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"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": 62,
|
||
"id": "f938cd69",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# sollte man das normieren?\n",
|
||
"sum_per_year = df_ma.groupby(\"year\")[\"channels_all\"].sum()\n",
|
||
"\n",
|
||
"sum_per_year = sum_per_year.sort_index()\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 5))\n",
|
||
"sns.barplot(x=years, y=sum_per_year.values)\n",
|
||
"\n",
|
||
"plt.xlabel(\"Year\")\n",
|
||
"plt.ylabel(\"Total observations in millions\")\n",
|
||
"plt.title(\"Total observations per year (Mannheim)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 63,
|
||
"id": "2993be48",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"timestamp\"] = pd.to_datetime(df_ma[\"iso_timestamp\"])\n",
|
||
"df_ma[\"year\"] = df_ma[\"timestamp\"].dt.year\n",
|
||
"df_ma[\"month\"] = df_ma[\"timestamp\"].dt.month\n",
|
||
"df_ma[\"date\"] = df_ma[\"timestamp\"].dt.date\n",
|
||
"\n",
|
||
"df_2024 = df_ma[df_ma[\"year\"] == 2024].copy()\n",
|
||
"\n",
|
||
"monthly_avg_2024 = (df_2024.groupby(\"month\")[\"channels_all\"].mean().reset_index())\n",
|
||
"\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 5))\n",
|
||
"plt.bar( monthly_avg_2024[\"month\"], monthly_avg_2024[\"channels_all\"], color=\"steelblue\" ) \n",
|
||
"plt.title(\"Average Daily Bike Counts per Month (Mannheim 2024)\") \n",
|
||
"plt.xlabel(\"Month\") \n",
|
||
"plt.ylabel(\"Average daily bike counts\") \n",
|
||
"plt.xticks(range(1, 13)) \n",
|
||
"plt.grid(axis=\"y\", alpha=0.3) \n",
|
||
"plt.tight_layout() \n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 64,
|
||
"id": "46d1936b",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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XhmEYZ8+eNSQZzz///FXX265dO8PPz884deqU3bJPP/3U5vdho0aNjB07djhcT0xMjFGzZk3nNgrADcWebgCFXkJCgoKDg9W6dWtJ/x6+1717d82bN896Ndk2bdqofPnyNntbT506pcTERJs92AsWLFDNmjVVo0YNnThxwvrVpk0bSdLq1attXrtly5aqVauWXU0+Pj42r5OamqrmzZtr27Zt1vGcQ9EvP/RQ+ncv0eUMw9DChQvVsWNHGYZhU1dsbKxSU1Nt1psfObfUSk9Pd2ob8qpPnz7atGmTzR7IhIQEhYWFqWXLlnlax8KFC5WYmKiVK1dq9uzZuu2229S1a1etX78+T89fvXq1YmNj1bZtWy1atEheXl6Srr+/aWlpkqTSpUtfs4asrCytXLlSXbp0UZUqVazjoaGh6tWrl9atW2ddn7Nq1aql5s2bWx8HBgaqevXq+v3336/53DJlykiSli1bZncF5LyoUKGC9VBYSfLz81OfPn30888/W/fWLViwQM2bN1fZsmVtetyuXTtlZWXZ7WHs2rWrAgMDnarD3d1d3bp1s+7tzXmPXd6XHEeOHFFSUpL69etnsxc9MjJSd911l77++mu75zz++OM2j5s3b65//vnHqe9Zftfxzz//qGzZsledExMTo4CAAM2bN0+GYWjevHnq2bNnrvMv/xlPTU3ViRMn1LJlS/3+++9KTU21mevM+2vgwIE2p0Y0b95cWVlZ+vPPP51ep7PvG0ceeeQR67/d3d3VqFEjGYahAQMGWMfLlCmT55+XKw0aNEi7d+/W22+/bXO6y/nz562/Zy6Xc2TP+fPnc13nuHHjtGrVKk2YMMH683m51q1bKzExUQsWLNDjjz+uEiVK6OzZsw7XldM7AIUXVy8HUKhlZWVp3rx5at26tQ4ePGgdj4qK0pQpU/Ttt98qJiZGHh4e6tq1q+bOnauMjAx5eXlp0aJFyszMtAnd+/bt0549e3L9sH/s2DGbxxEREQ7nLVu2TK+++qqSkpJszgW//IPon3/+KTc3N7t1XHl44PHjx3X69GnNmDFDM2bMyFNdzso5r/ny4JiXbcir7t27a/DgwUpISNBLL72k1NRULVu2TEOGDMnz+lq0aGFzmOX999+vW2+9VU8++aS2bt161edeuHBBcXFxatiwoT777DObD8bX218/Pz9Jtn+wyM3x48d17tw5Va9e3W5ZzZo1rVdmd3TO6LVUqlTJbqxs2bI6derUNZ/bsmVLde3aVWPGjNHrr7+uVq1aqUuXLurVq5fD0HClatWq2X0fb7vtNkn/nqMdEhKiffv2aceOHdf9s3UtvXr10ptvvqnt27dr7ty56tGjh8P3WE4AzO17sWLFCp09e1a+vr7W8St7nBOCT506ZX0fXMv1rMO47JoLjpQoUUIPPPCA5s6dqzvvvFOHDh3K9dBy6d9bkI0aNUobNmywO688NTVV/v7+udadU7uj99fVtvFq8xyt09n3jSNXvo6/v7+8vb3tDtv29/fXP//8c831XW7y5MmaOXOmXnnlFXXo0MFmmY+Pj921QCRZr2Fx+R89Ljd//ny9+OKLGjBggJ544gmHc4KDgxUcHCzp39+F48aN01133aV9+/bZXb3fMIx8/d4GcOMQugEUat99952OHDmiefPmad68eXbLExISFBMTI0nq0aOH/ve//2n58uXq0qWLPvvsM9WoUUP16tWzzs/OzlbdunVzvX1WWFiYzWNHH5p++OEHderUSS1atNC7776r0NBQlShRQrNnz7a7yFNe5Fws6MEHH1Tfvn0dzomMjHR6vZf75ZdfJP1f4C/obShbtqzuuecea+j+/PPPlZGRYXd7I2eUKlVKUVFRWrJkiV04upKXl5c6dOigJUuW6JtvvtE999xjXXa9/a1Ro4YkaefOndZblxWE3D4kO7oXsCSHF8qSrh3Ucl7r888/18aNG/Xll19qxYoV6t+/v6ZMmaKNGzdaj4S4HtnZ2brrrrv03HPPOVyeE9Jz5BZIriUqKkpVq1bV4MGDdfDgwauGTmddT4+vdx3lypXL0x9QevXqpenTp2v06NGqV6+ewyNxJOnAgQNq27atatSooalTpyosLEyenp76+uuv9frrr9tdpMyZuvM6Ny/znH3fOOLodQriezlnzhwNHz5cjz/+uF588UW75aGhoVq9erVd6D1y5Iikf48QuVJiYqL69OmjuLg4TZ8+Pc+13H///XrhhRe0ZMkSu+sInDp1yuF54QAKD0I3gEItISFBQUFBDi/8s2jRIn3xxReaPn26fHx81KJFC4WGhmr+/Plq1qyZvvvuO73wwgs2z6lataq2b9+utm3b5nvPwMKFC+Xt7a0VK1bY7CWcPXu2zbzw8HBlZ2fr4MGDuvXWW63j+/fvt5kXGBio0qVLKysrK9crF1+PM2fO6IsvvlBYWJj1gj953QZn9OnTR507d9aWLVuUkJCgBg0a5GuP7uUuXbpk3YarhW6LxaKEhAR17txZDzzwgJYvX65WrVpJuv7+tm/fXu7u7vrkk0+ueTG1wMBAlSxZUnv37rVb9uuvv8rNzc36h52cvYOnT5+2Obz0ykN0nXGt93Tjxo3VuHFjjR07VnPnzlXv3r01b948m8NzHdm/f79dsPjtt98k/d9VlatWraozZ86Y8h6+Us+ePfXqq6+qZs2auf4hJOeCZLl9L8qXL3/V91RuzNqjWKNGDS1cuPCa85o1a6ZKlSrp+++/18SJE3Od9+WXXyojI0NLly612RN85Sk0rnYj3zfOWLJkiR555BHdd999Dv//kaT69evr/fff1549e2z++JFzwcQr35ubNm3Svffeq0aNGtkdkXMtOYeqX3lagCQdPHjQ5o/LAAofzukGUGidP39eixYt0j333KP777/f7mvQoEFKT0/X0qVLJUlubm66//779eWXX+rjjz/WpUuX7K5I3q1bN/3999+aOXOmw9fL7Zy5y7m7u8tisdjskfzjjz+0ePFim3k5tzB69913bcbfeustu/V17dpVCxcutO6Rvlxut+LJi/Pnz+uhhx7SyZMn9cILL1gDQ163wRnt27dX+fLlNXHiRK1Zs+a69nJL/17NfP369QoJCVFQUNA153t6emrRokW644471LFjR23evFnS9fc3LCxMjz76qFauXGn3vZP+3VM3ZcoU/fXXX3J3d1dMTIyWLFlic3Xso0ePau7cuWrWrJn1EOOqVatKks05qzm3o8qvnBB55W2FTp06ZbeHLycQODo89kqHDx/WF198YX2clpamjz76SPXr17ce6tqtWzdt2LBBK1assHv+6dOnrX9AKQiPPPKIRo0addVbQIWGhqp+/fr68MMPbfrxyy+/aOXKlXaHCueVr6+vXX8LQnR0tE6dOnXNc44tFovefPNNjRo16qp/BMrZ03v59z01NfW6/rBmhhv5vsmrtWvXqkePHmrRooUSEhLk5ub443Lnzp1VokQJm9/xhmFo+vTpuuWWW2xuE7Znzx7FxcWpcuXKWrZsWa5Hepw4ccLh3vj3339fktSoUSOb8dTUVB04cMDhLckAFB7s6QZQaC1dulTp6enq1KmTw+WNGzdWYGCgEhISrOG6e/fueuuttzRq1CjVrVvX7lYuDz30kD777DM9/vjjWr16tZo2baqsrCz9+uuv+uyzz7RixQq7DzVXiouL09SpU3X33XerV69eOnbsmN555x1Vq1ZNO3bssM5r2LChunbtqmnTpumff/5R48aNtWbNGusewsv3mE2YMEGrV69WVFSUHn30UdWqVUsnT57Utm3btGrVKp08efKa/fr777/1ySefSPp3z/Du3bu1YMECpaSk6JlnnrE5JDGv2+CMEiVKqEePHnr77bfl7u5+1Qs8OfL555+rVKlSMgxDhw8f1qxZs3Tq1ClNnz49z3sXfXx8tGzZMrVp00bt27fXmjVrVKdOnevu75QpU3TgwAE99dRT1j8ElS1bVsnJyVqwYIF+/fVX623pXn31VSUmJqpZs2b6z3/+Iw8PD/3vf/9TRkaGJk2aZF1nTEyMKlWqpAEDBmjYsGFyd3fXBx98oMDAQCUnJzvVuxz169eXu7u7Jk6cqNTUVHl5ealNmzaaO3eu3n33Xd17772qWrWq0tPTNXPmTPn5+eUpfN52220aMGCAtmzZouDgYH3wwQc6evSoTYAbNmyYli5dqnvuuUf9+vVTw4YNdfbsWe3cuVOff/65/vjjjwI7BDY8PNzuPveOTJ48We3bt1d0dLQGDBig8+fP66233pK/v3+enu9Iw4YNtWrVKk2dOlUVKlRQRESEoqKi8rWuy8XFxcnDw0OrVq3SwIEDrzq3c+fO6ty581XnxMTEyNPTUx07dtRjjz2mM2fOaObMmQoKCrIe/lwY3Mj3TV78+eef6tSpkywWi+6//367+6JHRkZaT0epWLGiBg8erMmTJyszM1N33HGHFi9erB9++EEJCQnWP3ykp6crNjZWp06d0rBhw+xuy1i1alVFR0dLkj755BNNnz7dejHG9PR0rVixQomJierYsaP1op85Vq1aJcMwrvl+AOBiN/BK6QDglI4dOxre3t7G2bNnc53Tr18/o0SJEtZbQWVnZxthYWGGJOPVV191+JyLFy8aEydONGrXrm14eXkZZcuWNRo2bGiMGTPGSE1Ntc6TZMTHxztcx6xZs4xbb73V8PLyMmrUqGHMnj3b4S2gzp49a8THxxsBAQFGqVKljC5duhh79+41JNnczsYwDOPo0aNGfHy8ERYWZpQoUcIICQkx2rZta8yYMeOavcq5PY8kw2KxGH5+fkbt2rWNRx991Ni0adN1bUNebhmWY/PmzYYkIyYm5po153B0yzBfX18jOjra+Oyzz2zmXuuWYTlOnDhh1KpVywgJCTH27dtnGMb19dcw/r0V0fvvv280b97c8Pf3N0qUKGGEh4cbDz/8sN3txLZt22bExsYapUqVMkqWLGm0bt3aWL9+vd06t27dakRFRRmenp5GpUqVjKlTp+Z6yzBHt4Rr2bKl0bJlS5uxmTNnGlWqVDHc3d2t36dt27YZPXv2NCpVqmR4eXkZQUFBxj333GP89NNP19zunNdesWKFERkZaX2/LFiwwG5uenq6MWLECKNatWqGp6enUb58eaNJkybGa6+9Zly8eNEwjP/7Hk6ePPmar32t7b+co1uGGYZhrFq1ymjatKnh4+Nj+Pn5GR07djR2795tMyfnPXj8+HGH67z8e/Hrr78aLVq0MHx8fAxJ1p8NZ9aRm06dOhlt27a1Gbv8lmFX4+iWYUuXLjUiIyMNb29vo3LlysbEiRONDz74IN/vr9x67Oh3gjPv2by8bwwj91uGXdlzR78Tcl77yh5dKWdbcvu6/PUNwzCysrKMcePGGeHh4Yanp6dRu3Zt45NPPrGZk/Oez+3r8t+vW7ZsMR544AHrz6qvr69x++23G1OnTrW5XVmO7t27G82aNbvqNgFwPYthOHFFCQDAdUtKSlKDBg30ySefqHfv3q4up0Bt375d9evX10cffXTN859RNFSuXFl16tTRsmXLXF1KsffDDz+oVatW+vXXX22uAwE4kpKSooiICM2bN4893UAhxzndAGAiR/dpnTZtmtzc3NSiRQsXVGSumTNnqlSpUrrvvvtcXQpQ5DRv3lwxMTE2pyEAuZk2bZrq1q1L4AaKAM7pBgATTZo0SVu3blXr1q3l4eGh5cuXa/ny5Ro4cKDd7cmKsi+//FK7d+/WjBkzNGjQoHxdFRqAtHz5cleXgCJiwoQJri4BQB4RugHARE2aNFFiYqJeeeUVnTlzRpUqVdLo0aPtbmVW1D355JM6evSoOnTooDFjxri6HAAAgEKDc7oBAAAAADAJ53QDAAAAAGASQjcAAAAAACbhnO48yM7O1uHDh1W6dGlZLBZXlwMAAAAAcDHDMJSenq4KFSrIzS33/dmE7jw4fPhwsbrKMAAAAACgYBw6dEgVK1bMdTmhOw9Kly4t6d9m+vn5ubgaAAAAAICrpaWlKSwszJoXc0PozoOcQ8r9/PwI3QAAAAAAq2udgsyF1AAAAAAAMAmhGwAAAAAAkxC6AQAAAAAwCaEbAAAAAACTELoBAAAAADAJoRsAAAAAAJMQugEAAAAAMAmhGwAAAAAAkxC6AQAAAAAwCaEbAAAAAACTELoBAAAAADAJoRsAAAAAAJMQugEAAAAAMAmhGwAAAAAAkxC6AQAAAAAwiUtD9/jx43XHHXeodOnSCgoKUpcuXbR3716bORcuXFB8fLzKlSunUqVKqWvXrjp69KjNnOTkZMXFxalkyZIKCgrSsGHDdOnSJZs533//vW6//XZ5eXmpWrVqmjNnjtmbBwAAAAC4ybk0dK9Zs0bx8fHauHGjEhMTlZmZqZiYGJ09e9Y6Z8iQIfryyy+1YMECrVmzRocPH9Z9991nXZ6VlaW4uDhdvHhR69ev14cffqg5c+bopZdess45ePCg4uLi1Lp1ayUlJWnw4MF65JFHtGLFihu6vQAAAACAm4vFMAzD1UXkOH78uIKCgrRmzRq1aNFCqampCgwM1Ny5c3X//fdLkn799VfVrFlTGzZsUOPGjbV8+XLdc889Onz4sIKDgyVJ06dP1/Dhw3X8+HF5enpq+PDh+uqrr/TLL79YX6tHjx46ffq0vvnmm2vWlZaWJn9/f6WmpsrPz8+cjQcAFCmxr3zl6hJMtWJknKtLAACgUMtrTixU53SnpqZKkgICAiRJW7duVWZmptq1a2edU6NGDVWqVEkbNmyQJG3YsEF169a1Bm5Jio2NVVpamnbt2mWdc/k6cubkrAMAAAAAADN4uLqAHNnZ2Ro8eLCaNm2qOnXqSJJSUlLk6empMmXK2MwNDg5WSkqKdc7lgTtnec6yq81JS0vT+fPn5ePjY7MsIyNDGRkZ1sdpaWnWGrOzs69zSwEAxYFFheZAMVPw/x0AAFeX1/8rC03ojo+P1y+//KJ169a5uhSNHz9eY8aMsRs/fvy4Lly44IKKAACFTaXSxTt0Hzt2zNUlAABQqKWnp+dpXqEI3YMGDdKyZcu0du1aVaxY0ToeEhKiixcv6vTp0zZ7u48ePaqQkBDrnM2bN9usL+fq5pfPufKK50ePHpWfn5/dXm5JGjFihIYOHWp9nJaWprCwMAUGBnJONwBAkpScbnF1CaYKCgpydQkAABRq3t7eeZrn0tBtGIaefPJJffHFF/r+++8VERFhs7xhw4YqUaKEvv32W3Xt2lWStHfvXiUnJys6OlqSFB0drbFjx+rYsWPWDwiJiYny8/NTrVq1rHO+/vprm3UnJiZa13ElLy8veXl52Y27ubnJza1QnQYPAHARQ8U7dPP/HQAAV5fX/ytdGrrj4+M1d+5cLVmyRKVLl7aeg+3v7y8fHx/5+/trwIABGjp0qAICAuTn56cnn3xS0dHRaty4sSQpJiZGtWrV0kMPPaRJkyYpJSVFL774ouLj463B+fHHH9fbb7+t5557Tv3799d3332nzz77TF99VbyvPAsAAAAAcC2X/hn7vffeU2pqqlq1aqXQ0FDr1/z5861zXn/9dd1zzz3q2rWrWrRooZCQEC1atMi63N3dXcuWLZO7u7uio6P14IMPqk+fPnr55ZetcyIiIvTVV18pMTFR9erV05QpU/T+++8rNjb2hm4vAAAAAODmUqju011YcZ9uAMCVuE83AAA3tyJ5n24AAAAAAIoTQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJnHpLcMAAEVDcb5oGBcMAwAAZmJPNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAm8XB1AQAAoPiIfeUrV5dgqhUj41xdAgCgiGFPNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEg9XFwAAAICbU+wrX7m6BFOtGBnn6hIAFALs6QYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCQuDd1r165Vx44dVaFCBVksFi1evNhmucVicfg1efJk65zKlSvbLZ8wYYLNenbs2KHmzZvL29tbYWFhmjRp0o3YPAAAAADATc6lofvs2bOqV6+e3nnnHYfLjxw5YvP1wQcfyGKxqGvXrjbzXn75ZZt5Tz75pHVZWlqaYmJiFB4erq1bt2ry5MkaPXq0ZsyYYeq2AQAAAADg4coXb9++vdq3b5/r8pCQEJvHS5YsUevWrVWlShWb8dKlS9vNzZGQkKCLFy/qgw8+kKenp2rXrq2kpCRNnTpVAwcOvP6NAAAAAAAgFy4N3c44evSovvrqK3344Yd2yyZMmKBXXnlFlSpVUq9evTRkyBB5ePy7aRs2bFCLFi3k6elpnR8bG6uJEyfq1KlTKlu2rN36MjIylJGRYX2clpYmScrOzlZ2dnZBbxoAFHoWGa4uwTT5/b1enHsi0Zfc8DmgYPF+AVCU5fVnvMiE7g8//FClS5fWfffdZzP+1FNP6fbbb1dAQIDWr1+vESNG6MiRI5o6daokKSUlRRERETbPCQ4Oti5zFLrHjx+vMWPG2I0fP35cFy5cKKhNAoAio1Lp4vvB+NixY/l6XnHuiURfcpPfvsAx3i8AirL09PQ8zSsyofuDDz5Q79695e3tbTM+dOhQ678jIyPl6empxx57TOPHj5eXl1e+XmvEiBE2601LS1NYWJgCAwPl5+eXvw0AgCIsOd3i6hJMExQUlK/nFeeeSPQlN/ntCxzj/QKgKLsym+amSITuH374QXv37tX8+fOvOTcqKkqXLl3SH3/8oerVqyskJERHjx61mZPzOLfzwL28vBwGdjc3N7m5cZc1ADcfQ8X3g3F+f68X555I9CU3fA4oWLxfABRlef0ZLxK/CWbNmqWGDRuqXr1615yblJQkNzc3618Wo6OjtXbtWmVmZlrnJCYmqnr16g4PLQcAAAAAoKC4NHSfOXNGSUlJSkpKkiQdPHhQSUlJSk5Ots5JS0vTggUL9Mgjj9g9f8OGDZo2bZq2b9+u33//XQkJCRoyZIgefPBBa6Du1auXPD09NWDAAO3atUvz58/XG2+8YXP4OAAAAAAAZnDp4eU//fSTWrdubX2cE4T79u2rOXPmSJLmzZsnwzDUs2dPu+d7eXlp3rx5Gj16tDIyMhQREaEhQ4bYBGp/f3+tXLlS8fHxatiwocqXL6+XXnqJ24UBAAAAAEzn0tDdqlUrGcbVr1o5cODAXAPy7bffro0bN17zdSIjI/XDDz/kq0YAAAAAAPKrSJzTDQAAAABAUUToBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATHLdoTstLU2LFy/Wnj17nH7u2rVr1bFjR1WoUEEWi0WLFy+2Wd6vXz9ZLBabr7vvvttmzsmTJ9W7d2/5+fmpTJkyGjBggM6cOWMzZ8eOHWrevLm8vb0VFhamSZMmOV0rAAAAAADOcjp0d+vWTW+//bYk6fz582rUqJG6deumyMhILVy40Kl1nT17VvXq1dM777yT65y7775bR44csX59+umnNst79+6tXbt2KTExUcuWLdPatWs1cOBA6/K0tDTFxMQoPDxcW7du1eTJkzV69GjNmDHDqVoBAAAAAHCWh7NPWLt2rV544QVJ0hdffCHDMHT69Gl9+OGHevXVV9W1a9c8r6t9+/Zq3779Ved4eXkpJCTE4bI9e/bom2++0ZYtW9SoUSNJ0ltvvaUOHTrotddeU4UKFZSQkKCLFy/qgw8+kKenp2rXrq2kpCRNnTrVJpwDAAAAAFDQnA7dqampCggIkCR988036tq1q0qWLKm4uDgNGzaswAv8/vvvFRQUpLJly6pNmzZ69dVXVa5cOUnShg0bVKZMGWvglqR27drJzc1NmzZt0r333qsNGzaoRYsW8vT0tM6JjY3VxIkTderUKZUtW9buNTMyMpSRkWF9nJaWJknKzs5WdnZ2gW8jABR2FhmuLsE0+f29Xpx7ItGX3PA5oGDxfgFQlOX1Z9zp0B0WFqYNGzYoICBA33zzjebNmydJOnXqlLy9vZ1d3VXdfffduu+++xQREaEDBw7ov//9r9q3b68NGzbI3d1dKSkpCgoKsnmOh4eHAgIClJKSIklKSUlRRESEzZzg4GDrMkehe/z48RozZozd+PHjx3XhwoWC2jwAKDIqlS6+H4yPHTuWr+cV555I9CU3+e0LHOP9AqAoS09Pz9M8p0P34MGD1bt3b5UqVUrh4eFq1aqVpH8PO69bt66zq7uqHj16WP9dt25dRUZGqmrVqvr+++/Vtm3bAn2ty40YMUJDhw61Pk5LS1NYWJgCAwPl5+dn2usCQGGVnG5xdQmmufKPt3lVnHsi0Zfc5LcvcIz3C4CiLK87nZ0O3f/5z38UFRWl5ORk3XXXXXJz+/dabFWqVNHYsWOdXZ1TqlSpovLly2v//v1q27atQkJC7P6CeOnSJZ08edJ6HnhISIiOHj1qMyfncW7nint5ecnLy8tu3M3Nzbq9AHAzMVR8Pxjn9/d6ce6JRF9yw+eAgsX7BUBRltefcad/E7z88suqWbOm7r33XpUqVco63qZNG61atcrZ1Tnlr7/+0j///KPQ0FBJUnR0tE6fPq2tW7da53z33XfKzs5WVFSUdc7atWuVmZlpnZOYmKjq1as7PLQcAAAAAICC4nToHjNmjN19sCXp3LlzDs+DvpozZ84oKSlJSUlJkqSDBw8qKSlJycnJOnPmjIYNG6aNGzfqjz/+0LfffqvOnTurWrVqio2NlSTVrFlTd999tx599FFt3rxZP/74owYNGqQePXqoQoUKkqRevXrJ09NTAwYM0K5duzR//ny98cYbNoePAwAAAABgBqdDt2EYsljsDwXavn279armefXTTz+pQYMGatCggSRp6NChatCggV566SW5u7trx44d6tSpk2677TYNGDBADRs21A8//GBz6HdCQoJq1Kihtm3bqkOHDmrWrJnNPbj9/f21cuVKHTx4UA0bNtQzzzyjl156iduFAQAAAABMl+dzusuWLSuLxSKLxaLbbrvNJnhnZWXpzJkzevzxx5168VatWskwcr9q5YoVK665joCAAM2dO/eqcyIjI/XDDz84VRsAAAAAANcrz6F72rRpMgxD/fv315gxY+Tv729d5unpqcqVKys6OtqUIgEAAAAAKIryHLr79u0rSYqIiFCTJk1UokQJ04oCAAAAAKA4cPqWYS1btlR2drZ+++03HTt2TNnZ2TbLW7RoUWDFATBP7CtfuboEU60YGefqEgAAAADnQ/fGjRvVq1cv/fnnn3bnY1ssFmVlZRVYcQAAAAAAFGVOh+7HH39cjRo10ldffaXQ0FCHVzIHAAAAAAD5CN379u3T559/rmrVqplRD65TcT5kmMOFAQAAABQ1TofuqKgo7d+/n9ANoFgqzn+4kvjjFQAAwI3mdOh+8skn9cwzzyglJUV169a1u4p5ZGRkgRUHAABQHPAHPQC4eTkdurt27SpJ6t+/v3XMYrHIMAwupAYAAAAAwGWcDt0HDx40ow4AAAAAAIodp0N3eHi4GXUAAAAAAFDsOB26P/roo6su79OnT76LAQAAAACgOHE6dD/99NM2jzMzM3Xu3Dl5enqqZMmShG4AAAAgn7joHlD8uDn7hFOnTtl8nTlzRnv37lWzZs306aefmlEjAAAAAABFktOh25Fbb71VEyZMsNsLDgAAAADAzaxAQrckeXh46PDhwwW1OgAAAAAAijynz+leunSpzWPDMHTkyBG9/fbbatq0aYEVBgAAAABAUed06O7SpYvNY4vFosDAQLVp00ZTpkwpqLoAAAAAACjynA7d2dnZZtQBAAAAAECxc13ndBuGIcMwCqoWAAAAAACKlXyF7o8++kh169aVj4+PfHx8FBkZqY8//rigawMAAAAAoEhz+vDyqVOnauTIkRo0aJD1wmnr1q3T448/rhMnTmjIkCEFXiQAAAAAAEWR06H7rbfe0nvvvac+ffpYxzp16qTatWtr9OjRhG4AAAAAAP4/pw8vP3LkiJo0aWI33qRJEx05cqRAigIAAAAAoDhwOnRXq1ZNn332md34/PnzdeuttxZIUQAAAAAAFAdOH14+ZswYde/eXWvXrrWe0/3jjz/q22+/dRjGAQAAAAC4WTm9p7tr167atGmTypcvr8WLF2vx4sUqX768Nm/erHvvvdeMGgEAAAAAKJKc3tMtSQ0bNtQnn3xS0LUApoh95StXl2CqFSPjXF0CAAAAgFw4vaf766+/1ooVK+zGV6xYoeXLlxdIUQAAAAAAFAdOh+7nn39eWVlZduOGYej5558vkKIAAAAAACgOnA7d+/btU61atezGa9Soof379xdIUQAAAAAAFAdOh25/f3/9/vvvduP79++Xr69vgRQFAAAAAEBx4HTo7ty5swYPHqwDBw5Yx/bv369nnnlGnTp1KtDiAAAAAAAoypwO3ZMmTZKvr69q1KihiIgIRUREqGbNmipXrpxee+01M2oEAAAAAKBIcvqWYf7+/lq/fr0SExO1fft2+fj4KDIyUi1atDCjPgAAAAAAiqx83afbYrEoJiZGMTExBV0PAAAAAADFhtOHlxektWvXqmPHjqpQoYIsFosWL15sXZaZmanhw4erbt268vX1VYUKFdSnTx8dPnzYZh2VK1eWxWKx+ZowYYLNnB07dqh58+by9vZWWFiYJk2adCM2DwAAAABwk3Np6D579qzq1aund955x27ZuXPntG3bNo0cOVLbtm3TokWLtHfvXocXa3v55Zd15MgR69eTTz5pXZaWlqaYmBiFh4dr69atmjx5skaPHq0ZM2aYum0AAAAAAOTr8PKC0r59e7Vv397hMn9/fyUmJtqMvf3227rzzjuVnJysSpUqWcdLly6tkJAQh+tJSEjQxYsX9cEHH8jT01O1a9dWUlKSpk6dqoEDBxbcxgAAAAAAcAWX7ul2VmpqqiwWi8qUKWMzPmHCBJUrV04NGjTQ5MmTdenSJeuyDRs2qEWLFvL09LSOxcbGau/evTp16tSNKh0AAAAAcBPK157uAwcOaPbs2Tpw4IDeeOMNBQUFafny5apUqZJq165d0DVKki5cuKDhw4erZ8+e8vPzs44/9dRTuv322xUQEKD169drxIgROnLkiKZOnSpJSklJUUREhM26goODrcvKli1r91oZGRnKyMiwPk5LS5MkZWdnKzs7u8C3rSBZZLi6BNPkt/fFuScSfckNfXGMvtijJ47RF8foi2P0xbH89IWeAEVHXt/PTofuNWvWqH379mratKnWrl2rsWPHKigoSNu3b9esWbP0+eefO13stWRmZqpbt24yDEPvvfeezbKhQ4da/x0ZGSlPT0899thjGj9+vLy8vPL1euPHj9eYMWPsxo8fP64LFy7ka503SqXSxfcX9bFjx/L1vOLcE4m+5Ia+OEZf7NETx+iLY/TFMfriWH76Qk+AoiM9PT1P85wO3c8//7xeffVVDR06VKVLl7aOt2nTRm+//bazq7umnMD9559/6rvvvrPZy+1IVFSULl26pD/++EPVq1dXSEiIjh49ajMn53Fu54GPGDHCJsynpaUpLCxMgYGB13x9V0tOt7i6BNMEBQXl63nFuScSfckNfXGMvtijJ47RF8foi2P0xbH89IWeAEWHt7d3nuY5Hbp37typuXPn2o0HBQXpxIkTzq7uqnIC9759+7R69WqVK1fums9JSkqSm5ub9Qc6OjpaL7zwgjIzM1WiRAlJUmJioqpXr+7w0HJJ8vLycriX3M3NTW5uhfs0eEPF9xd1fntfnHsi0Zfc0BfH6Is9euIYfXGMvjhGXxzLT1/oCVB05PX97PS7vkyZMjpy5Ijd+M8//6xbbrnFqXWdOXNGSUlJSkpKkiQdPHhQSUlJSk5OVmZmpu6//3799NNPSkhIUFZWllJSUpSSkqKLFy9K+vciadOmTdP27dv1+++/KyEhQUOGDNGDDz5oDdS9evWSp6enBgwYoF27dmn+/Pl64403bPZkAwAAAABgBqf3dPfo0UPDhw/XggULZLFYlJ2drR9//FHPPvus+vTp49S6fvrpJ7Vu3dr6OCcI9+3bV6NHj9bSpUslSfXr17d53urVq9WqVSt5eXlp3rx5Gj16tDIyMhQREaEhQ4bYBGp/f3+tXLlS8fHxatiwocqXL6+XXnqJ24UBAAAAAEzndOgeN26c4uPjFRYWpqysLNWqVUtZWVnq1auXXnzxRafW1apVKxlG7heLuNoySbr99tu1cePGa75OZGSkfvjhB6dqAwAAAADgejkduj09PTVz5ky99NJL2rlzp86cOaMGDRro1ltv1fnz5+Xj42NGnQAAAAAAFDlOn9P91FNPSZLCwsLUoUMHdevWTbfeeqvOnj2rDh06FHiBAAAAAAAUVU6H7q+++kqjRo2yGTt79qzuvvtuXbp0qcAKAwAAAACgqHP68PKVK1eqefPmKlu2rAYPHqz09HTFxsbKw8NDy5cvN6NGAAAAAACKJKdDd9WqVfXNN9+odevWcnNz06effiovLy999dVX8vX1NaNGAAAAAACKJKdDt/Tv1cCXLVumu+66S1FRUVq2bBkXUAMAAAAA4Ap5Ct0NGjSQxWKxG/fy8tLhw4fVtGlT69i2bdsKrjoAAAAAAIqwPIXuLl26mFwGAAAAAADFT55C95VXKwcAAAAAANfm9C3DAAAAAABA3uRpT3dAQIB+++03lS9fXmXLlnV4fneOkydPFlhxAAAAAAAUZXkK3a+//rpKly4tSZo2bZqZ9QAAAAAAUGzkKXT37dvX4b8BAAAAAEDu8nWf7qysLH3xxRfas2ePJKlWrVrq3LmzPDzytToAAAAAAIolp1Pyrl271KlTJ6WkpKh69eqSpIkTJyowMFBffvml6tSpU+BFAgAAAABQFDl99fJHHnlEtWvX1l9//aVt27Zp27ZtOnTokCIjIzVw4EAzagQAAAAAoEhyek93UlKSfvrpJ5UtW9Y6VrZsWY0dO1Z33HFHgRYHAAAAAEBR5vSe7ttuu01Hjx61Gz927JiqVatWIEUBAAAAAFAc5Cl0p6WlWb/Gjx+vp556Sp9//rn++usv/fXXX/r88881ePBgTZw40ex6AQAAAAAoMvJ0eHmZMmVksVisjw3DULdu3axjhmFIkjp27KisrCwTygQAAAAAoOjJU+hevXq12XUAAAAAAFDs5Cl0t2zZ0uw6AAAAAAAodpy+kBoAAAAAAMgbp28ZBgAAAAA3UuwrX7m6BFOtGBnn6hJgIvZ0AwAAAABgEkI3AAAAAAAmcTp0jxo1Sn/++acZtQAAAAAAUKw4HbqXLFmiqlWrqm3btpo7d64yMjLMqAsAAAAAgCLP6dCdlJSkLVu2qHbt2nr66acVEhKiJ554Qlu2bDGjPgAAAAAAiqx8ndPdoEEDvfnmmzp8+LBmzZqlv/76S02bNlVkZKTeeOMNpaamFnSdAAAAAAAUOdd1ITXDMJSZmamLFy/KMAyVLVtWb7/9tsLCwjR//vyCqhEAAAAAgCIpX6F769atGjRokEJDQzVkyBA1aNBAe/bs0Zo1a7Rv3z6NHTtWTz31VEHXCgAAAABAkeJ06K5bt64aN26sgwcPatasWTp06JAmTJigatWqWef07NlTx48fL9BCAQAAAAAoajycfUK3bt3Uv39/3XLLLbnOKV++vLKzs6+rMAAAAAAAijqnQ/fIkSPNqAMAAAAAgGInT6F76NCheV7h1KlT810MAAAAAADFSZ5C988//5ynlVkslusqBgAAAACA4iRPF1JbvXp1nr6+++47p1587dq16tixoypUqCCLxaLFixfbLDcMQy+99JJCQ0Pl4+Ojdu3aad++fTZzTp48qd69e8vPz09lypTRgAEDdObMGZs5O3bsUPPmzeXt7a2wsDBNmjTJqToBAAAAAMiP67pP9/U6e/as6tWrp3feecfh8kmTJunNN9/U9OnTtWnTJvn6+io2NlYXLlywzundu7d27dqlxMRELVu2TGvXrtXAgQOty9PS0hQTE6Pw8HBt3bpVkydP1ujRozVjxgzTtw8AAAAAcHPL0+Hl9913n+bMmSM/Pz/dd999V527aNGiPL94+/bt1b59e4fLDMPQtGnT9OKLL6pz586SpI8++kjBwcFavHixevTooT179uibb77Rli1b1KhRI0nSW2+9pQ4dOui1115ThQoVlJCQoIsXL+qDDz6Qp6enateuraSkJE2dOtUmnAMAAAAAUNDytKfb39/fer62v7//Vb8KysGDB5WSkqJ27drZ1BEVFaUNGzZIkjZs2KAyZcpYA7cktWvXTm5ubtq0aZN1TosWLeTp6WmdExsbq7179+rUqVMFVi8AAAAAAFfK057u2bNnO/y3mVJSUiRJwcHBNuPBwcHWZSkpKQoKCrJZ7uHhoYCAAJs5ERERduvIWVa2bFm7187IyFBGRob1cVpamiQpOzu70N9/3CLD1SWYJr+9L849kehLbuiLY/TFHj1xjL44Rl8coy+O5acv9MQx+oLCKK/fN6fv030zGD9+vMaMGWM3fvz4cZvzyQujSqWL7y+kY8eO5et5xbknEn3JDX1xjL7YoyeO0RfH6Itj9MWx/PSFnjhGX1AYpaen52levkL3559/rs8++0zJycm6ePGizbJt27blZ5V2QkJCJElHjx5VaGiodfzo0aOqX7++dc6Vb9BLly7p5MmT1ueHhITo6NGjNnNyHufMudKIESNs7k2elpamsLAwBQYGys/P7/o2zGTJ6cX3tm1XHtWQV8W5JxJ9yQ19cYy+2KMnjtEXx+iLY/TFsfz0hZ44Rl9QGHl7e+dpntOh+80339QLL7ygfv36acmSJXr44Yd14MABbdmyRfHx8U4XmpuIiAiFhITo22+/tYbstLQ0bdq0SU888YQkKTo6WqdPn9bWrVvVsGFDSdJ3332n7OxsRUVFWee88MILyszMVIkSJSRJiYmJql69usNDyyXJy8tLXl5eduNubm5yc3PpBd+vyVDx/YWU394X555I9CU39MUx+mKPnjhGXxyjL47RF8fy0xd64hh9QWGU1++b09/dd999VzNmzNBbb70lT09PPffcc0pMTNRTTz2l1NRUp9Z15swZJSUlKSkpSdK/F09LSkpScnKyLBaLBg8erFdffVVLly7Vzp071adPH1WoUEFdunSRJNWsWVN33323Hn30UW3evFk//vijBg0apB49eqhChQqSpF69esnT01MDBgzQrl27NH/+fL3xxhs2e7IBAAAAADCD03u6k5OT1aRJE0mSj4+P9Tj2hx56SI0bN9bbb7+d53X99NNPat26tfVxThDu27ev5syZo+eee05nz57VwIEDdfr0aTVr1kzffPONzW78hIQEDRo0SG3btpWbm5u6du2qN99807rc399fK1euVHx8vBo2bKjy5cvrpZde4nZhAAAAAADTOR26Q0JCdPLkSYWHh6tSpUrauHGj6tWrp4MHD8ownLvAQatWra76HIvFopdfflkvv/xyrnMCAgI0d+7cq75OZGSkfvjhB6dqAwAAAADgejl9eHmbNm20dOlSSdLDDz+sIUOG6K677lL37t117733FniBAAAAAAAUVU7v6Z4xY4b1fmTx8fEqV66c1q9fr06dOumxxx4r8AIBAAAAACiqnA7dV17Bu0ePHurRo0eBFgUAAAAAQHGQp9C9Y8eOPK8wMjIy38UAAAAAAFCc5Cl0169fXxaLRYZhyGK5+j3ysrKyCqQwAAAAAACKujxdSO3gwYP6/fffdfDgQS1cuFARERF699139fPPP+vnn3/Wu+++q6pVq2rhwoVm1wsAAAAAQJGRpz3d4eHh1n8/8MADevPNN9WhQwfrWGRkpMLCwjRy5Eh16dKlwIsEAAAAAKAocvqWYTt37lRERITdeEREhHbv3l0gRQEAAAAAUBw4Hbpr1qyp8ePH6+LFi9axixcvavz48apZs2aBFgcAAAAAQFHm9C3Dpk+fro4dO6pixYrWK5Xv2LFDFotFX375ZYEXCAAAAABAUeV06L7zzjv1+++/KyEhQb/++qskqXv37urVq5d8fX0LvEAAAAAAAIoqp0O3JPn6+mrgwIEFXQsAAAAAAMWK0+d0AwAAAACAvCF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGCSfIXu06dP6/3339eIESN08uRJSdK2bdv0999/F2hxAAAAAAAUZU5fvXzHjh1q166d/P399ccff+jRRx9VQECAFi1apOTkZH300Udm1AkAAAAAQJHj9J7uoUOHql+/ftq3b5+8vb2t4x06dNDatWsLtDgAAAAAAIoyp0P3li1b9Nhjj9mN33LLLUpJSSmQogAAAAAAKA6cDt1eXl5KS0uzG//tt98UGBhYIEUBAAAAAFAcOB26O3XqpJdfflmZmZmSJIvFouTkZA0fPlxdu3Yt8AIBAAAAACiqnA7dU6ZM0ZkzZxQUFKTz58+rZcuWqlatmkqXLq2xY8eaUSMAAAAAAEWS01cv9/f3V2JiotatW6cdO3bozJkzuv3229WuXTsz6gMAAAAAoMhyOnTnaNasmZo1a1aQtQAAAAAAUKw4HbrffPNNh+MWi0Xe3t6qVq2aWrRoIXd39+suDgAAAACAoszp0P3666/r+PHjOnfunMqWLStJOnXqlEqWLKlSpUrp2LFjqlKlilavXq2wsLACLxgAAAAAgKLC6QupjRs3TnfccYf27dunf/75R//8849+++03RUVF6Y033lBycrJCQkI0ZMgQM+oFAAAAAKDIcHpP94svvqiFCxeqatWq1rFq1arptddeU9euXfX7779r0qRJ3D4MAAAAAHDTc3pP95EjR3Tp0iW78UuXLiklJUWSVKFCBaWnp19/dQAAAAAAFGFOh+7WrVvrscce088//2wd+/nnn/XEE0+oTZs2kqSdO3cqIiKi4KoEAAAAAKAIcjp0z5o1SwEBAWrYsKG8vLzk5eWlRo0aKSAgQLNmzZIklSpVSlOmTCnwYgEAAAAAKEqcPqc7JCREiYmJ+vXXX/Xbb79JkqpXr67q1atb57Ru3brgKgQAAAAAoIhyOnTnqFGjhmrUqFGQtQAAAAAAUKzkK3T/9ddfWrp0qZKTk3Xx4kWbZVOnTi2QwgAAAAAAuYt95StXl2CqFSPjXF1CgXA6dH/77bfq1KmTqlSpol9//VV16tTRH3/8IcMwdPvtt5tRIwAAAAAARZLTF1IbMWKEnn32We3cuVPe3t5auHChDh06pJYtW+qBBx4wo0YAAAAAAIokp0P3nj171KdPH0mSh4eHzp8/r1KlSunll1/WxIkTC7zAypUry2Kx2H3Fx8dLklq1amW37PHHH7dZR3JysuLi4lSyZEkFBQVp2LBhDu81DgAAAABAQXL68HJfX1/redyhoaE6cOCAateuLUk6ceJEwVYnacuWLcrKyrI+/uWXX3TXXXfZ7FV/9NFH9fLLL1sflyxZ0vrvrKwsxcXFKSQkROvXr9eRI0fUp08flShRQuPGjSvwegEAAAAAyOF06G7cuLHWrVunmjVrqkOHDnrmmWe0c+dOLVq0SI0bNy7wAgMDA20eT5gwQVWrVlXLli2tYyVLllRISIjD569cuVK7d+/WqlWrFBwcrPr16+uVV17R8OHDNXr0aHl6ehZ4zQAAAAAASPkI3VOnTtWZM2ckSWPGjNGZM2c0f/583XrrraZfufzixYv65JNPNHToUFksFut4QkKCPvnkE4WEhKhjx44aOXKkdW/3hg0bVLduXQUHB1vnx8bG6oknntCuXbvUoEEDu9fJyMhQRkaG9XFaWpokKTs7W9nZ2WZtXoGwyHB1CabJb++Lc08k+pIb+uIYfbFHTxyjL47RF8foi2P56Qs9cYy+OEZfXCuv9TkVurOysvTXX38pMjJS0r+Hmk+fPt356vJp8eLFOn36tPr162cd69Wrl8LDw1WhQgXt2LFDw4cP1969e7Vo0SJJUkpKik3glmR9nJKS4vB1xo8frzFjxtiNHz9+XBcuXCigrTFHpdLF9wfv2LFj+Xpece6JRF9yQ18coy/26Ilj9MUx+uIYfXEsP32hJ47RF8foi2ulp6fnaZ5Todvd3V0xMTHas2ePypQpk5+6rsusWbPUvn17VahQwTo2cOBA67/r1q2r0NBQtW3bVgcOHFDVqlXz9TojRozQ0KFDrY/T0tIUFhamwMBA+fn55X8DboDkdMu1JxVRQUFB+Xpece6JRF9yQ18coy/26Ilj9MUx+uIYfXEsP32hJ47RF8foi2t5e3vnaZ7Th5fXqVNHv//+uyIiIpwu6nr8+eefWrVqlXUPdm6ioqIkSfv371fVqlUVEhKizZs328w5evSoJOV6HriXl5e8vLzsxt3c3OTm5vQF328oQ8X3By+/vS/OPZHoS27oi2P0xR49cYy+OEZfHKMvjuWnL/TEMfriGH1xrbzW5/RWvPrqq3r22We1bNkyHTlyRGlpaTZfZpk9e7aCgoIUFxd31XlJSUmS/r2yuiRFR0dr586dNocmJCYmys/PT7Vq1TKtXgAAAAAAnN7T3aFDB0lSp06dbC5mZhiGLBaLze29Ckp2drZmz56tvn37ysPj/0o+cOCA5s6dqw4dOqhcuXLasWOHhgwZohYtWljPO4+JiVGtWrX00EMPadKkSUpJSdGLL76o+Ph4h3uzAQAAAAAoKE6H7tWrV5tRx1WtWrVKycnJ6t+/v824p6enVq1apWnTpuns2bMKCwtT165d9eKLL1rnuLu7a9myZXriiScUHR0tX19f9e3b1+a+3gAAAAAAmMHp0H35/bFvlJiYGBmG/ZX5wsLCtGbNmms+Pzw8XF9//bUZpQEAAAAAkKt8nZn+ww8/6MEHH1STJk30999/S5I+/vhjrVu3rkCLAwAAAACgKHM6dC9cuFCxsbHy8fHRtm3blJGRIUlKTU3VuHHjCrxAAAAAAACKqnxdvXz69OmaOXOmSpQoYR1v2rSptm3bVqDFAQAAAABQlDkduvfu3asWLVrYjfv7++v06dMFURMAAAAAAMWC06E7JCRE+/fvtxtft26dqlSpUiBFAQAAAABQHDgduh999FE9/fTT2rRpkywWiw4fPqyEhAQ9++yzeuKJJ8yoEQAAAACAIsnpW4Y9//zzys7OVtu2bXXu3Dm1aNFCXl5eevbZZ/Xkk0+aUSMAAAAAAEWS06HbYrHohRde0LBhw7R//36dOXNGtWrVUqlSpcyoDwAAAACAIsvpw8s/+eQTnTt3Tp6enqpVq5buvPNOAjcAAAAAAA44HbqHDBmioKAg9erVS19//bWysrLMqAsAAAAAgCLP6dB95MgRzZs3TxaLRd26dVNoaKji4+O1fv16M+oDAAAAAKDIcjp0e3h46J577lFCQoKOHTum119/XX/88Ydat26tqlWrmlEjAAAAAABFktMXUrtcyZIlFRsbq1OnTunPP//Unj17CqouAAAAAACKPKf3dEvSuXPnlJCQoA4dOuiWW27RtGnTdO+992rXrl0FXR8AAAAAAEWW03u6e/TooWXLlqlkyZLq1q2bRo4cqejoaDNqAwAAAACgSHM6dLu7u+uzzz5TbGys3N3dbZb98ssvqlOnToEVBwAAAABAUeZ06E5ISLB5nJ6erk8//VTvv/++tm7dyi3EAAAAAAD4//J1TrckrV27Vn379lVoaKhee+01tWnTRhs3bizI2gAAAAAAKNKc2tOdkpKiOXPmaNasWUpLS1O3bt2UkZGhxYsXq1atWmbVCAAAAABAkZTnPd0dO3ZU9erVtWPHDk2bNk2HDx/WW2+9ZWZtAAAAAAAUaXne0718+XI99dRTeuKJJ3TrrbeaWRMAAAAAAMVCnvd0r1u3Tunp6WrYsKGioqL09ttv68SJE2bWBgAAAABAkZbn0N24cWPNnDlTR44c0WOPPaZ58+apQoUKys7OVmJiotLT082sEwAAAACAIsfpq5f7+vqqf//+WrdunXbu3KlnnnlGEyZMUFBQkDp16mRGjQAAAAAAFEn5vmWYJFWvXl2TJk3SX3/9pU8//bSgagIAAAAAoFi4rtCdw93dXV26dNHSpUsLYnUAAAAAABQLBRK6AQAAAACAPUI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYJJCHbpHjx4ti8Vi81WjRg3r8gsXLig+Pl7lypVTqVKl1LVrVx09etRmHcnJyYqLi1PJkiUVFBSkYcOG6dKlSzd6UwAAAAAANyEPVxdwLbVr19aqVausjz08/q/kIUOG6KuvvtKCBQvk7++vQYMG6b777tOPP/4oScrKylJcXJxCQkK0fv16HTlyRH369FGJEiU0bty4G74tAAAAAICbS6EP3R4eHgoJCbEbT01N1axZszR37ly1adNGkjR79mzVrFlTGzduVOPGjbVy5Urt3r1bq1atUnBwsOrXr69XXnlFw4cP1+jRo+Xp6XmjNwcAAAAAcBMp9KF73759qlChgry9vRUdHa3x48erUqVK2rp1qzIzM9WuXTvr3Bo1aqhSpUrasGGDGjdurA0bNqhu3boKDg62zomNjdUTTzyhXbt2qUGDBg5fMyMjQxkZGdbHaWlpkqTs7GxlZ2ebtKUFwyLD1SWYJr+9L849kehLbuiLY/TFHj1xjL44Rl8coy+O5acv9MQx+uIYfXGtvNZXqEN3VFSU5syZo+rVq+vIkSMaM2aMmjdvrl9++UUpKSny9PRUmTJlbJ4THByslJQUSVJKSopN4M5ZnrMsN+PHj9eYMWPsxo8fP64LFy5c51aZq1Lp4vuDd+zYsXw9rzj3RKIvuaEvjtEXe/TEMfriGH1xjL44lp++0BPH6Itj9MW10tPT8zSvUIfu9u3bW/8dGRmpqKgohYeH67PPPpOPj49prztixAgNHTrU+jgtLU1hYWEKDAyUn5+faa9bEJLTLa4uwTRBQUH5el5x7olEX3JDXxyjL/boiWP0xTH64hh9cSw/faEnjtEXx+iLa3l7e+dpXqEO3VcqU6aMbrvtNu3fv1933XWXLl68qNOnT9vs7T569Kj1HPCQkBBt3rzZZh05Vzd3dJ54Di8vL3l5edmNu7m5yc2tUF/wXYaK7w9efntfnHsi0Zfc0BfH6Is9euIYfXGMvjhGXxzLT1/oiWP0xTH64lp5ra9wb8UVzpw5owMHDig0NFQNGzZUiRIl9O2331qX7927V8nJyYqOjpYkRUdHa+fOnTaHJSQmJsrPz0+1atW64fUDAAAAAG4uhXpP97PPPquOHTsqPDxchw8f1qhRo+Tu7q6ePXvK399fAwYM0NChQxUQECA/Pz89+eSTio6OVuPGjSVJMTExqlWrlh566CFNmjRJKSkpevHFFxUfH+9wTzYAAAAAAAWpUIfuv/76Sz179tQ///yjwMBANWvWTBs3blRgYKAk6fXXX5ebm5u6du2qjIwMxcbG6t1337U+393dXcuWLdMTTzyh6Oho+fr6qm/fvnr55ZddtUkAAAAAgJtIoQ7d8+bNu+pyb29vvfPOO3rnnXdynRMeHq6vv/66oEsDAAAAAOCaitQ53QAAAAAAFCWEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExC6AYAAAAAwCSEbgAAAAAATELoBgAAAADAJIRuAAAAAABMQugGAAAAAMAkhG4AAAAAAExSqEP3+PHjdccdd6h06dIKCgpSly5dtHfvXps5rVq1ksVisfl6/PHHbeYkJycrLi5OJUuWVFBQkIYNG6ZLly7dyE0BAAAAANyEPFxdwNWsWbNG8fHxuuOOO3Tp0iX997//VUxMjHbv3i1fX1/rvEcffVQvv/yy9XHJkiWt/87KylJcXJxCQkK0fv16HTlyRH369FGJEiU0bty4G7o9AAAAAICbS6EO3d98843N4zlz5igoKEhbt25VixYtrOMlS5ZUSEiIw3WsXLlSu3fv1qpVqxQcHKz69evrlVde0fDhwzV69Gh5enqaug0AAAAAgJtXoT68/EqpqamSpICAAJvxhIQElS9fXnXq1NGIESN07tw567INGzaobt26Cg4Oto7FxsYqLS1Nu3btujGFAwAAAABuSoV6T/flsrOzNXjwYDVt2lR16tSxjvfq1Uvh4eGqUKGCduzYoeHDh2vv3r1atGiRJCklJcUmcEuyPk5JSXH4WhkZGcrIyLA+TktLs9aQnZ1doNtV0CwyXF2CafLb++LcE4m+5Ia+OEZf7NETx+iLY/TFMfriWH76Qk8coy+O0RfXymt9RSZ0x8fH65dfftG6detsxgcOHGj9d926dRUaGqq2bdvqwIEDqlq1ar5ea/z48RozZozd+PHjx3XhwoV8rfNGqVS6+P7gHTt2LF/PK849kehLbuiLY/TFHj1xjL44Rl8coy+O5acv9MQx+uIYfXGt9PT0PM0rEqF70KBBWrZsmdauXauKFStedW5UVJQkaf/+/apatapCQkK0efNmmzlHjx6VpFzPAx8xYoSGDh1qfZyWlqawsDAFBgbKz8/vejbFdMnpFleXYJqgoKB8Pa8490SiL7mhL47RF3v0xDH64hh9cYy+OJafvtATx+iLY/TFtby9vfM0r1CHbsMw9OSTT+qLL77Q999/r4iIiGs+JykpSZIUGhoqSYqOjtbYsWN17Ngx6zctMTFRfn5+qlWrlsN1eHl5ycvLy27czc1Nbm6F+zR4Q8X3By+/vS/OPZHoS27oi2P0xR49cYy+OEZfHKMvjuWnL/TEMfriGH1xrbzWV6hDd3x8vObOnaslS5aodOnS1nOw/f395ePjowMHDmju3Lnq0KGDypUrpx07dmjIkCFq0aKFIiMjJUkxMTGqVauWHnroIU2aNEkpKSl68cUXFR8f7zBYAwAAAABQUAr1nw7ee+89paamqlWrVgoNDbV+zZ8/X5Lk6empVatWKSYmRjVq1NAzzzyjrl276ssvv7Suw93dXcuWLZO7u7uio6P14IMPqk+fPjb39QYAAAAAwAyFek+3YVz9wgBhYWFas2bNNdcTHh6ur7/+uqDKAgAAAAAgTwr1nm4AAAAAAIoyQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGCSmyp0v/POO6pcubK8vb0VFRWlzZs3u7okAAAAAEAxdtOE7vnz52vo0KEaNWqUtm3bpnr16ik2NlbHjh1zdWkAAAAAgGLqpgndU6dO1aOPPqqHH35YtWrV0vTp01WyZEl98MEHri4NAAAAAFBM3RSh++LFi9q6davatWtnHXNzc1O7du20YcMGF1YGAAAAACjOPFxdwI1w4sQJZWVlKTg42GY8ODhYv/76q938jIwMZWRkWB+npqZKkk6fPq3s7Gxzi71OWRfOuroE05w+fTpfzyvOPZHoS27oi2P0xR49cYy+OEZfHKMvjuWnL/TEMfriGH1xrbS0NEmSYRhXnWcxrjWjGDh8+LBuueUWrV+/XtHR0dbx5557TmvWrNGmTZts5o8ePVpjxoy50WUCAAAAAIqYQ4cOqWLFirkuvyn2dJcvX17u7u46evSozfjRo0cVEhJiN3/EiBEaOnSo9XF2drZOnjypcuXKyWKxmF5vUZCWlqawsDAdOnRIfn5+ri6n0KAvjtEXx+iLY/TFHj1xjL44Rl8coy/26Ilj9MUx+mLPMAylp6erQoUKV513U4RuT09PNWzYUN9++626dOki6d8g/e2332rQoEF28728vOTl5WUzVqZMmRtQadHj5+fHD50D9MUx+uIYfXGMvtijJ47RF8foi2P0xR49cYy+OEZfbPn7+19zzk0RuiVp6NCh6tu3rxo1aqQ777xT06ZN09mzZ/Xwww+7ujQAAAAAQDF104Tu7t276/jx43rppZeUkpKi+vXr65tvvrG7uBoAAAAAAAXlpgndkjRo0CCHh5PDeV5eXho1apTdYfg3O/riGH1xjL44Rl/s0RPH6Itj9MUx+mKPnjhGXxyjL/l3U1y9HAAAAAAAV3BzdQEAAAAAABRXhG4AAAAAAExC6AYAAAAAwCSEbjht7dq16tixoypUqCCLxaLFixe7uiSXGz9+vO644w6VLl1aQUFB6tKli/bu3evqslzuvffeU2RkpPV+jtHR0Vq+fLmryypUJkyYIIvFosGDB7u6FJcaPXq0LBaLzVeNGjVcXVah8Pfff+vBBx9UuXLl5OPjo7p16+qnn35ydVkuVblyZbv3i8ViUXx8vKtLc5msrCyNHDlSERER8vHxUdWqVfXKK6+IS/dI6enpGjx4sMLDw+Xj46MmTZpoy5Ytri7rhrrWZzfDMPTSSy8pNDRUPj4+ateunfbt2+eaYm+ga/Vl0aJFiomJUbly5WSxWJSUlOSSOm+0q/UlMzNTw4cPV926deXr66sKFSqoT58+Onz4sOsKLgII3XDa2bNnVa9ePb3zzjuuLqXQWLNmjeLj47Vx40YlJiYqMzNTMTExOnv2rKtLc6mKFStqwoQJ2rp1q3766Se1adNGnTt31q5du1xdWqGwZcsW/e9//1NkZKSrSykUateurSNHjli/1q1b5+qSXO7UqVNq2rSpSpQooeXLl2v37t2aMmWKypYt6+rSXGrLli0275XExERJ0gMPPODiylxn4sSJeu+99/T2229rz549mjhxoiZNmqS33nrL1aW53COPPKLExER9/PHH2rlzp2JiYtSuXTv9/fffri7thrnWZ7dJkybpzTff1PTp07Vp0yb5+voqNjZWFy5cuMGV3ljX6svZs2fVrFkzTZw48QZX5lpX68u5c+e0bds2jRw5Utu2bdOiRYu0d+9ederUyQWVFiEGcB0kGV988YWryyh0jh07Zkgy1qxZ4+pSCp2yZcsa77//vqvLcLn09HTj1ltvNRITE42WLVsaTz/9tKtLcqlRo0YZ9erVc3UZhc7w4cONZs2aubqMQu/pp582qlatamRnZ7u6FJeJi4sz+vfvbzN23333Gb1793ZRRYXDuXPnDHd3d2PZsmU247fffrvxwgsvuKgq17rys1t2drYREhJiTJ482Tp2+vRpw8vLy/j0009dUKFrXO0z7cGDBw1Jxs8//3xDayoM8vJZf/PmzYYk488//7wxRRVB7OkGTJCamipJCggIcHElhUdWVpbmzZuns2fPKjo62tXluFx8fLzi4uLUrl07V5dSaOzbt08VKlRQlSpV1Lt3byUnJ7u6JJdbunSpGjVqpAceeEBBQUFq0KCBZs6c6eqyCpWLFy/qk08+Uf/+/WWxWFxdjss0adJE3377rX777TdJ0vbt27Vu3Tq1b9/exZW51qVLl5SVlSVvb2+bcR8fH46m+f8OHjyolJQUm/+P/P39FRUVpQ0bNriwMhQVqampslgsKlOmjKtLKbQ8XF0AUNxkZ2dr8ODBatq0qerUqePqclxu586dio6O1oULF1SqVCl98cUXqlWrlqvLcql58+Zp27ZtN905hVcTFRWlOXPmqHr16jpy5IjGjBmj5s2b65dfflHp0qVdXZ7L/P7773rvvfc0dOhQ/fe//9WWLVv01FNPydPTU3379nV1eYXC4sWLdfr0afXr18/VpbjU888/r7S0NNWoUUPu7u7KysrS2LFj1bt3b1eX5lKlS5dWdHS0XnnlFdWsWVPBwcH69NNPtWHDBlWrVs3V5RUKKSkpkqTg4GCb8eDgYOsyIDcXLlzQ8OHD1bNnT/n5+bm6nEKL0A0UsPj4eP3yyy/8Bf3/q169upKSkpSamqrPP/9cffv21Zo1a27a4H3o0CE9/fTTSkxMtNvzcjO7fG9cZGSkoqKiFB4ers8++0wDBgxwYWWulZ2drUaNGmncuHGSpAYNGuiXX37R9OnTCd3/36xZs9S+fXtVqFDB1aW41GeffaaEhATNnTtXtWvXVlJSkgYPHqwKFSrc9O+Vjz/+WP3799ctt9wid3d33X777erZs6e2bt3q6tKAIi0zM1PdunWTYRh67733XF1Oocbh5UABGjRokJYtW6bVq1erYsWKri6nUPD09FS1atXUsGFDjR8/XvXq1dMbb7zh6rJcZuvWrTp27Jhuv/12eXh4yMPDQ2vWrNGbb74pDw8PZWVlubrEQqFMmTK67bbbtH//fleX4lKhoaF2f6CqWbMmh97/f3/++adWrVqlRx55xNWluNywYcP0/PPPq0ePHqpbt64eeughDRkyROPHj3d1aS5XtWpVrVmzRmfOnNGhQ4e0efNmZWZmqkqVKq4urVAICQmRJB09etRm/OjRo9ZlwJVyAveff/6pxMRE9nJfA6EbKACGYWjQoEH64osv9N133ykiIsLVJRVa2dnZysjIcHUZLtO2bVvt3LlTSUlJ1q9GjRqpd+/eSkpKkru7u6tLLBTOnDmjAwcOKDQ01NWluFTTpk3tbj/422+/KTw83EUVFS6zZ89WUFCQ4uLiXF2Ky507d05ubrYf69zd3ZWdne2iigofX19fhYaG6tSpU1qxYoU6d+7s6pIKhYiICIWEhOjbb7+1jqWlpWnTpk1cgwUO5QTuffv2adWqVSpXrpyrSyr0OLwcTjtz5ozN3qeDBw8qKSlJAQEBqlSpkgsrc534+HjNnTtXS5YsUenSpa3nQPn7+8vHx8fF1bnOiBEj1L59e1WqVEnp6emaO3euvv/+e61YscLVpblM6dKl7c719/X1Vbly5W7qawA8++yz6tixo8LDw3X48GGNGjVK7u7u6tmzp6tLc6khQ4aoSZMmGjdunLp166bNmzdrxowZmjFjhqtLc7ns7GzNnj1bffv2lYcHH2c6duyosWPHqlKlSqpdu7Z+/vlnTZ06Vf3793d1aS63YsUKGYah6tWra//+/Ro2bJhq1Kihhx9+2NWl3TDX+uw2ePBgvfrqq7r11lsVERGhkSNHqkKFCurSpYvrir4BrtWXkydPKjk52XoP6pw/goaEhBTrowCu1pfQ0FDdf//92rZtm5YtW6asrCzr596AgAB5enq6quzCzcVXT0cRtHr1akOS3Vffvn1dXZrLOOqHJGP27NmuLs2l+vfvb4SHhxuenp5GYGCg0bZtW2PlypWuLqvQ4ZZhhtG9e3cjNDTU8PT0NG655Raje/fuxv79+11dVqHw5ZdfGnXq1DG8vLyMGjVqGDNmzHB1SYXCihUrDEnG3r17XV1KoZCWlmY8/fTTRqVKlQxvb2+jSpUqxgsvvGBkZGS4ujSXmz9/vlGlShXD09PTCAkJMeLj443Tp0+7uqwb6lqf3bKzs42RI0cawcHBhpeXl9G2bdub4mfrWn2ZPXu2w+WjRo1yad1mu1pfcm6f5uhr9erVri690LIYhmGYGeoBAAAAALhZcU43AAAAAAAmIXQDAAAAAGASQjcAAAAAACYhdAMAAAAAYBJCNwAAAAAAJiF0AwAAAABgEkI3AAAAAAAmIXQDAAAAAGASQjcAALghLBaLFi9e7OoyAAC4oQjdAAAUc/369ZPFYtHjjz9utyw+Pl4Wi0X9+vUrsNcbPXq06tevX2DrAwCgKCN0AwBwEwgLC9O8efN0/vx569iFCxc0d+5cVapUyYWVAQBQvBG6AQC4Cdx+++0KCwvTokWLrGOLFi1SpUqV1KBBA+tYRkaGnnrqKQUFBcnb21vNmjXTli1brMu///57WSwWffvtt2rUqJFKliypJk2aaO/evZKkOXPmaMyYMdq+fbssFossFovmzJljff6JEyd07733qmTJkrr11lu1dOlS8zceAAAXInQDAHCT6N+/v2bPnm19/MEHH+jhhx+2mfPcc89p4cKF+vDDD7Vt2zZVq1ZNsbGxOnnypM28F154QVOmTNFPP/0kDw8P9e/fX5LUvXt3PfPMM6pdu7aOHDmiI0eOqHv37tbnjRkzRt26ddOOHTvUoUMH9e7d227dAAAUJ4RuAABuEg8++KDWrVunP//8U3/++ad+/PFHPfjgg9blZ8+e1XvvvafJkyerffv2qlWrlmbOnCkfHx/NmjXLZl1jx45Vy5YtVatWLT3//PNav369Lly4IB8fH5UqVUoeHh4KCQlRSEiIfHx8rM/r16+fevbsqWrVqmncuHE6c+aMNm/efMN6AADAjebh6gIAAMCNERgYqLi4OM2ZM0eGYSguLk7ly5e3Lj9w4IAyMzPVtGlT61iJEiV05513as+ePTbrioyMtP47NDRUknTs2LFrnh9++fN8fX3l5+enY8eOXdd2AQBQmBG6AQC4ifTv31+DBg2SJL3zzjv5Xk+JEiWs/7ZYLJKk7Oxsp56X89y8PA8AgKKKw8sBALiJ3H333bp48aIyMzMVGxtrs6xq1ary9PTUjz/+aB3LzMzUli1bVKtWrTy/hqenp7KysgqsZgAAijL2dAMAcBNxd3e3Hiru7u5us8zX11dPPPGEhg0bpoCAAFWqVEmTJk3SuXPnNGDAgDy/RuXKlXXw4EElJSWpYsWKKl26tLy8vAp0OwAAKCoI3QAA3GT8/PxyXTZhwgRlZ2froYceUnp6uho1aqQVK1aobNmyeV5/165dtWjRIrVu3VqnT5/W7Nmz1a9fvwKoHACAosdiGIbh6iIAAAAAACiOOKcbAAAAAACTELoBAAAAADAJoRsAAAAAAJMQugEAAAAAMAmhGwAAAAAAkxC6AQAAAAAwCaEbAAAAAACTELoBAAAAADAJoRsAAAAAAJMQugEAAAAAMAmhGwAAAAAAkxC6AQAAAAAwyf8DcatPc9GMsqwAAAAASUVORK5CYII=",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"timestamp\"] = pd.to_datetime(df_ma[\"iso_timestamp\"])\n",
|
||
"df_ma[\"year\"] = df_ma[\"timestamp\"].dt.year\n",
|
||
"df_ma[\"month\"] = df_ma[\"timestamp\"].dt.month\n",
|
||
"df_ma[\"date\"] = df_ma[\"timestamp\"].dt.date\n",
|
||
"\n",
|
||
"df_2023 = df_ma[df_ma[\"year\"] == 2023].copy()\n",
|
||
"\n",
|
||
"monthly_avg_2023 = (df_2023.groupby(\"month\")[\"channels_all\"].mean().reset_index())\n",
|
||
"\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 5))\n",
|
||
"plt.bar( monthly_avg_2023[\"month\"], monthly_avg_2023[\"channels_all\"], color=\"steelblue\" ) \n",
|
||
"plt.title(\"Average Daily Bike Counts per Month (Mannheim 2023)\") \n",
|
||
"plt.xlabel(\"Month\") \n",
|
||
"plt.ylabel(\"Average daily bike counts\") \n",
|
||
"plt.xticks(range(1, 13)) \n",
|
||
"plt.grid(axis=\"y\", alpha=0.3) \n",
|
||
"plt.tight_layout() \n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "579dfd5b",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Höhere Fahrradzählungen im Jahr 2023: \n",
|
||
"Einfluss der BUGA‑Saison auf den Radverkehr in Mannheim?\n",
|
||
" (14 April bis 8 Oktober)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 65,
|
||
"id": "69ff22d9",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1200x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 1200x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_22_23_24 = df_ma[df_ma[\"year\"].isin([2022, 2023,2024])].copy()\n",
|
||
"\n",
|
||
"\n",
|
||
"monthly_sum = (df_22_23_24.groupby([\"year\", \"month\"])[\"channels_all\"].sum().reset_index())\n",
|
||
"monthly_pivot = monthly_sum.pivot(index=\"month\", columns=\"year\", values=\"channels_all\")\n",
|
||
"\n",
|
||
"\n",
|
||
"plt.figure(figsize=(12, 6))\n",
|
||
"monthly_pivot.plot(kind=\"bar\", figsize=(12,6), width=0.8)\n",
|
||
"\n",
|
||
"plt.title(\"Total Monthly Bike Counts in Mannheim (2022 vs. 2023)\")\n",
|
||
"plt.xlabel(\"Month\")\n",
|
||
"plt.ylabel(\"Total bike counts per month\")\n",
|
||
"plt.xticks(range(0,12), range(1,13), rotation=0)\n",
|
||
"plt.grid(axis=\"y\", alpha=0.3)\n",
|
||
"plt.legend(title=\"Year\")\n",
|
||
"\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 66,
|
||
"id": "5e75d24f",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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+mq6jQZJUvnx5+9EYScqfP7/KlCnj8DqsWrVKwcHBDidY+/v768UXX3SqrgULFmjt2rVas2aNJk+erNKlS6tVq1aWph8l/z7depWhFStWKH/+/PZHsWLFHJb/9NNP2rdvn9q1a2dva9eunc6fP6/Vq1ene/uhoaHKnz+/ihQporZt28rb21uLFi3SQw89pIULFyopKUlt2rRxeJ8EBgaqVKlS2rhxo8NY7u7u6ty58x23uWLFCgUGBjrU7ubmpp49e+rq1avavHmzvZ+rq6tef/11ez8XFxf16NEjXfv2559/SpLDe99ZN27cUO/evdWtWzeVL1/+rsaYMWOGHn30UZUsWVLS3/92NG7cONXpUNLf3/D/89+X1q1bq2DBglqxYoVDv/S+3lb4+PioQoUKCg8P18KFC/X1118rISFBLVq0uOMlvdNzgnry8uT3wYIFC5QvX75Uf8apTTtNS/K/7UB29K+ZCrVlyxYNHTpUkZGR9qvbtGjRwqkxjDEaNmyYxo8fr+PHjytfvnx644039N///vfeFI1/rccff1yPPvqo/Xm7du1UtWpVde/eXU2aNFHOnDlvu37Tpk1VoEABrV69OsWHtl9//VU//fSTfa7urWJiYtIcN/lqR+n94Hz8+PFUr6terlw5+/KKFSuma6x/Kly4cIo/tHny5NFPP/10x3WDgoLUp08fDR8+XDNmzNCTTz6pZs2aqX379pamQUmy3yvAyhVvgoKC0t23aNGiKdry5Mmjixcv2p8fP35cwcHBKfolf9BLr6eeekr58uWzP2/durVKlSqlHj16KDIy0qmxkiW/TrfeY6FWrVpau3atJGno0KH6/vvvHZZPnz5dXl5eevjhh3X48GFJkoeHh4oXL64ZM2aocePG6dr+6NGjVbp0abm6uqpAgQIqU6aMcuT4+/uyX3/9VcYYlSpVKtV1bz1H4aGHHrrj+1L6++dRqlQp+3aS/fM9kfzfggULpnj/lilTJl37lswY41T/fxoxYoTOnz9vvwqRsy5duqQVK1aoe/fu9p+T9PfPd8GCBTp06FCKKYO3vt42m00lS5ZMcS5Qel/v69evp3nulJ+fX5rnSiQkJCg0NFR169bVl19+aW8PDQ1VhQoVNHToUH366adpbtfHxydd4SO5r/T3VLwyZcpYvtKfMcapIAJkJf+aYBEXF6dHHnlEL7/8sn3eorPefPNNrVmzRp9//rkqVaqkCxcu2OclA1bkyJFDISEh+uKLL/Trr7/a58+npVWrVvrmm280Y8YMvfbaaw7LkpKSVL9+fb399tuprnu7cwPKli0rSdq3b5/Twft20vojmJiYmGp7Wt/op/dD1LBhw9SpUyctWbJEa9asUc+ePTV48GDt2LHDfsL03YiOjpaUvg/tae3bnU4K/Serr4MV3t7eeuKJJ7RkyRLFxcXJy8tLHh4ekv7+MJeaa9eu2ftI//f7FB0drUceecTenj9/fvtJqNOnT3cYw/z/S5fGxcWl+i16TEyMrl69mq57Ldwa4P8pKSlJNptNK1euTPV1vnV8Z35u90PyeSIXL168q9/py5cv66OPPtIbb7yh2NhY+7fqV69elTFGx44dU65cuRQQEJDmGPPmzVN8fLyGDRumYcOGpVg+Y8aMuw4t6X2958yZk+aRjcmTJztcQOGftmzZoujoaA0fPtyhvVSpUipXrlyKsHurcuXKKSoqSidOnEj1CwBJ9i9C7vZoUFouXrzo8CUAkJ38a4JFWFiYwsLC0lweHx+v//73v5o1a5YuXbqkihUr6tNPP7Vf7ePnn3/WmDFjFB0dbf9GyZlvHoE7SUhIkJTy293UDB06VK6urnrjjTfk4+OjF154wb6sRIkSunr1aqpXi7mT2rVrK0+ePJo1a5beeeedO07ZKVasmA4ePJii/ZdffrEvl/5vusatV7xJ/vb2btzpG7tKlSqpUqVKevfdd7Vt2zbVqlVLY8eOdfpeCP80bdo02Ww21a9f396WJ0+eFPt148YNnT59+q6344xixYo5fFucLLU2Z/3zd9LLy8v+80ztZ57c/s9pTWFhYXJxcdGMGTPSPTVr8+bN+v333zVo0CD7t/zJLl68qK5du2rx4sV3dUL4P5UoUULGGAUFBd31ifipKVasmH766SclJSU5HLW49T1RrFgxrV+/PkVISuu1vVVyaDt69KgqVarkdJ0XL17U1atX9dlnnzlccS1ZUFCQmjdvrsWLF6c5xowZM1SxYkUNGDAgxbJx48Zp5syZKYLFr7/+6vDcGKPDhw87nKDsjIYNG9qPft3qdl/QJF9BL7UvAG7evGn/3U9LkyZNNGvWLE2dOlXvvvtuiuWxsbFasmSJypYta/8iokSJEtq5c6du3ryZ5lW70nMk4ujRow5BHchOHphzLLp3767t27dr9uzZ+umnn/Tcc8/pmWeesf8juGzZMj388MNavny5goKCVLx4cXXp0oUjFsgQN2/e1Jo1a5QzZ84UH6ZSY7PZNH78eLVu3VodO3Z0uBNrmzZttH379lTnol+6dOm2fzBz5cqlfv366eeff1a/fv1S/WZ8+vTp2rVrlySpUaNG2rVrl7Zv325fHhcXp/Hjx6t48eL2b+pKlCghSQ7ndyQmJmr8+PF33Ne0JN/I69YP9bGxsSn2sVKlSsqRI0ead3hOjyFDhmjNmjV6/vnnHaZzlChRIsV5K+PHj0/ziEVGa9iwobZv3+5wB/ILFy6kOcc9vS5cuKBt27YpMDDQ/q11wYIFVaVKFU2fPj3F6x4ZGakdO3Y4fIFTtGhRvfzyy1q5cqW++uqrVLdz6+9Y8jSovn37qnXr1g6PV199VaVKlbK8b5LUsmVLubi4aODAgSlqMMbYz2FwVqNGjXTmzBnNmTPH3paQkKAvv/xS3t7eqlOnjr1fQkKCxowZY++XmJjoMC3ndqpXr66cOXNqz549d1VnQECAFi1alOIREhIiDw8PLVq0SBEREWmuf/LkSW3ZskVt2rRJ8XNq3bq1OnfurMOHD2vnzp0O602dOtVhquX8+fN1+vTp237xdzsFCxZUaGhoqo+CBQumuV5ymJw9e7ZD+w8//KCDBw+qatWqt91u69atVb58eQ0ZMiTFzyApKUmvv/66Ll686BC6WrVqpfPnz6f6Xkj+HUy+cWNalx2+fPmyjhw5kuk3KAXu1r/miMXtnDhxQpMnT9aJEyfsdyn9z3/+o1WrVmny5Mn65JNP9Ntvv+n48eOaN2+epk6dqsTERPXu3VutW7fWhg0bMnkPkN2sXLnS/g1mTEyMZs6cqV9//VX9+/dP912dc+TIoenTp6tFixZq06aNVqxYoXr16qlv375aunSpmjRpYr80aVxcnPbt26f58+fr2LFjtz2M3rdvX+3fv1/Dhg3Txo0b1bp1awUGBurMmTNavHixdu3aZT+ht3///po1a5bCwsLUs2dP+fv765tvvtHRo0e1YMEC+ze2FSpUUI0aNRQREaELFy7I399fs2fPvuO3grdTokQJ5c6dW2PHjpWPj4+8vLz0xBNP6Mcff1T37t313HPPqXTp0kpISNC0adPk4uKiVq1a3XHchIQE+/Scv/76S8ePH9fSpUv1008/KSQkJEUY6tKli7p166ZWrVqpfv36+vHHH7V69er7NlXh7bff1vTp01W/fn316NHDfrnZokWL6sKFC+meiz1//nx5e3vLGKNTp05p4sSJunjxosaOHeswxvDhw9WwYUNVqVJFnTp1UqFChfTzzz9r/PjxKliwYIoPoyNHjtTRo0fVo0cPzZ49W02bNlVAQIDOnz+v77//XsuWLbMfBU6+dGn9+vUdplT9U7NmzfTFF18oJibmttN07qREiRL66KOPFBERoWPHjqlFixby8fHR0aNHtWjRInXt2lX/+c9/nB63a9euGjdunDp16qTIyEgVL15c8+fP1/fff6+RI0fa59s3bdpUtWrVUv/+/XXs2DGVL19eCxcuTPe9Vjw8PNSgQQOtW7dOgwYNclj2008/2b9sOHz4sH3akyQ98sgjatq0qXLlypXqdMfk9/idpkLOnDlTxpg07wDdqFEjubq6asaMGQ7nYfn7+6t27drq3Lmzzp49q5EjR6pkyZJ69dVX07XfGaV69eqqX7++vvnmG8XGxqpBgwY6ffq0vvzyS3l6eqpXr163XT9nzpyaP3++nn76afv+JN95e+bMmfrhhx/01ltvqW3btvZ1OnTooKlTp6pPnz7atWuXnnzyScXFxWndunV644031Lx5c3l6eqp8+fKaM2eOSpcuLX9/f1WsWNF+rtq6devslyoGsqX7fRmq+0G3XE5z+fLlRpLx8vJyeLi6utrvsvvqq68aSebgwYP29SIjI42kdF2aDjAm9cvNenh4mCpVqpgxY8akuNO1bnO52WTXrl0zderUMd7e3vY7wF65csVERESYkiVLmpw5c5p8+fKZmjVrms8//9x+R947mT9/vmnQoIHx9/c3rq6upmDBgub55583mzZtcuh35MgR07p1a5M7d27j4eFhHn/8cbN8+fIU4x05csSEhoYad3d3U6BAAfPOO++YtWvXpnq52QoVKqRYv2PHjikum7lkyRJTvnx54+rqar9E52+//WZefvllU6JECePh4WH8/f1NSEiIWbdu3R33uWPHjg4/m1y5cpnixYubVq1amfnz59svn/tPiYmJpl+/fiZfvnwmV65cpmHDhubw4cNpXm721rtB/3PZrZebbdy4cYq+t17e1Ji/L4P75JNPGnd3d1O4cGEzePBgM2rUKCPJnDlz5rb7nNrlZr28vExwcLCZO3duquvs2LHDNGnSxOTJk8e4urqahx56yHTp0sX8/vvvqfZPSEgwkydPNvXq1bP/PuXLl888/fTTZuzYseb69evGGGMWLFhgJJmJEyemWe+mTZtSXJ70Vrd7rW+1YMECU7t2bfu/+2XLljXh4eEO/9an9TuZvOzWn8fZs2dN586dTb58+UzOnDlNpUqVUr187J9//mleeukl4+vra/z8/MxLL71kv6Rxeu68vXDhQmOz2VJcQjqty1pLcvidTE16LzdbqVIlU7Ro0dv2qVu3rgkICDA3b960X2521qxZJiIiwgQEBBhPT0/TuHFjc/z4cYf1bvd6Z6Rr166ZQYMGmfLlyxtPT0/j5+dnmjRp4nDp5juJiYkxffr0MSVLljTu7u4md+7cJjQ01H6J2dS2+d///tcEBQUZNzc3ExgYaFq3bu1wJ+1t27aZ6tWrm5w5c6b4G/D888+nerd1ILuwGXMfzhK8z2w2m8NVoebMmaMXX3xR+/fvTzGn3NvbW4GBgRowYIA++eQT3bx5077s+vXrypUrl9asWeMw5xoAMluvXr00btw4Xb16Nd2Xt0X2kpiYqPLly6tNmzb68MMPM7uc29q0aZNCQkI0b948tW7dOrPLyZbOnDmjoKAgzZ49myMWyLYeiHMsqlatqsTERMXExKhkyZIOj+Q7h9aqVUsJCQn2O7dK0qFDhyQpxTXYAeB+uvUqTX/++aemTZum2rVrEyr+xVxcXDRo0CCNHj06XRd9QPY2cuRIVapUiVCBbO1fc8Ti6tWr9qukVK1aVcOHD1dISIj8/f1VtGhRtW/fXt9//72GDRumqlWr6ty5c1q/fr0qV66sxo0bKykpSY899pi8vb01cuRIJSUlKTw8XL6+vlqzZk0m7x2AB1mVKlVUt25dlStXTmfPntXEiRN16tQprV+/Xk899VRmlwdwxAKApH/REYs9e/aoatWq9is99OnTR1WrVtX7778v6e/rXXfo0EFvvfWWypQpoxYtWmj37t3261PnyJFDy5YtU758+fTUU0+pcePGKleuXIorSgDA/daoUSOtWLFCvXv31qeffqqiRYtq5cqVhAoAQJbyrzliAQAAACDz/GuOWAAAAADIPAQLAAAAAJZl6xvkJSUl6dSpU/Lx8Un3TaIAAAAApI8xRleuXFGhQoXsN8ZNS7YOFqdOnVKRIkUyuwwAAADgX+3kyZMqXLjwbftk62Dh4+Mj6e8d9fX1zeRqAAAAgH+X2NhYFSlSxP65+3aydbBInv7k6+tLsAAAAADukfScdsDJ2wAASdKQIUNks9nUq1evFMuMMQoLC5PNZtPixYsdlp04cUKNGzdWrly5FBAQoL59+yohIcG+fOvWrapVq5by5s0rT09PlS1bViNGjHAYY/DgwXrsscfk4+OjgIAAtWjRQgcPHrQvP3bsmGw2W6qPefPmpbsWAMC9k62PWAAAMsbu3bs1btw4Va5cOdXlI0eOTPXbqsTERDVu3FiBgYHatm2bTp8+rQ4dOsjNzU2ffPKJJMnLy0vdu3dX5cqV5eXlpa1bt+q1116Tl5eXunbtKknavHmzwsPD9dhjjykhIUHvvPOOGjRooAMHDsjLy0tFihTR6dOnHbY9fvx4DR06VGFhYemuBQBw72TrG+TFxsbKz89Ply9fZioUANylq1evqlq1avr666/10UcfqUqVKho5cqR9eVRUlJo0aaI9e/aoYMGCWrRokVq0aCFJWrlypZo0aaJTp06pQIECkqSxY8eqX79+OnfunHLmzJnqNlu2bCkvLy9NmzYt1eXnzp1TQECANm/enOYdxqtWrapq1app4sSJlmoBAKTNmc/bTIUCgAdceHi4GjdurNDQ0BTLrl27phdeeEGjR49WYGBgiuXbt29XpUqV7B/kJalhw4aKjY3V/v37U93e3r17tW3bNtWpUyfNmi5fvixJ8vf3T3V5ZGSkoqKi9Morr1iqBQCQcZgKBQAPsNmzZ+uHH37Q7t27U13eu3dv1axZU82bN091+ZkzZxw+yEuyPz9z5oxDe+HChXXu3DklJCTogw8+UJcuXVIdMykpSb169VKtWrVUsWLFVPtMnDhR5cqVU82aNe+qFgBAxiNYAMAD6uTJk3rzzTe1du1aeXh4pFi+dOlSbdiwQXv37s2Q7X333Xe6evWqduzYof79+6tkyZJq165din7h4eGKjo7W1q1bUx3n+vXrmjlzpt57770MqQsAkDGYCgUAD6jIyEjFxMSoWrVqcnV1laurqzZv3qxRo0bJ1dVVa9eu1ZEjR5Q7d277cklq1aqV6tatK0kKDAzU2bNnHcZNfn7r1KmgoCBVqlRJr776qnr37q0PPvggRU3du3fX8uXLtXHjxjRvxDR//nxdu3ZNHTp0cGh3phYAQMbjiAUAPKCefvpp7du3z6Gtc+fOKlu2rPr166d8+fLptddec1heqVIljRgxQk2bNpUkBQcH6+OPP1ZMTIwCAgIkSWvXrpWvr6/Kly+f5raTkpIUHx9vf26MUY8ePbRo0SJt2rRJQUFBaa47ceJENWvWTPnz53dov9taAAAZg2ABAA8oHx+fFOcweHl5KW/evPb21L7pL1q0qP2Df4MGDVS+fHm99NJL+uyzz3TmzBm9++67Cg8Pl7u7uyRp9OjRKlq0qMqWLStJ2rJliz7//HP17NnTPmZ4eLhmzpypJUuWyMfHx35OhJ+fnzw9Pe39Dh8+rC1btmjFihUp6kpPLQCAe4dgAQC4ay4uLlq+fLlef/11BQcHy8vLSx07dtSgQYPsfZKSkhQREaGjR4/K1dVVJUqU0KeffupwNGTMmDGSZJ9ilWzy5Mnq1KmT/fmkSZNUuHBhNWjQ4K5qAQDcO9zHAgAAAECquI8FAAAAgPuKYAEAAADAMoIFAAAAAMsIFgAAAAAsI1gAAAAAsIxgAQAAAMAyggUAAAAAy7hBHoAHUvH+32Z2CcB9d2xI48wuAcC/GEcsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZVkmWAwZMkQ2m029evXK7FIAAACypDFjxqhy5cry9fWVr6+vgoODtXLlSvvyM2fO6KWXXlJgYKC8vLxUrVo1LViwwGGM4sWLy2azOTyGDBni0Gf16tWqUaOGfHx8lD9/frVq1UrHjh1z6LNp0yZVq1ZN7u7uKlmypKZMmeKw/MqVK+rVq5eKFSsmT09P1axZU7t373bos3DhQjVo0EB58+aVzWZTVFSU5dcImSdLBIvdu3dr3Lhxqly5cmaXAgAAkGUVLlxYQ4YMUWRkpPbs2aN69eqpefPm2r9/vySpQ4cOOnjwoJYuXap9+/apZcuWatOmjfbu3eswzqBBg3T69Gn7o0ePHvZlR48eVfPmzVWvXj1FRUVp9erVOn/+vFq2bOnQp3HjxgoJCVFUVJR69eqlLl26aPXq1fY+Xbp00dq1azVt2jTt27dPDRo0UGhoqP744w97n7i4ONWuXVuffvrpvXrJcB/ZjDEmMwu4evWqqlWrpq+//lofffSRqlSpopEjR6Zr3djYWPn5+eny5cvy9fW9t4UC+Fcp3v/bzC4BuO+ODWmc2SXgHvD399fQoUP1yiuvyNvbW2PGjNFLL71kX543b159+umn6tKli6S/j1j06tUrzVki8+fPV7t27RQfH68cOf7+DnrZsmVq3ry54uPj5ebmpn79+unbb79VdHS0fb22bdvq0qVLWrVqla5fvy4fHx8tWbJEjRv/3+9d9erVFRYWpo8++shhm8eOHVNQUJD27t2rKlWqZNArg4zgzOftTD9iER4ersaNGys0NPSOfePj4xUbG+vwAAAAeBAlJiZq9uzZiouLU3BwsCSpZs2amjNnji5cuKCkpCTNnj1bf/31l+rWreuw7pAhQ5Q3b15VrVpVQ4cOVUJCgn1Z9erVlSNHDk2ePFmJiYm6fPmypk2bptDQULm5uUmStm/fnuKzW8OGDbV9+3ZJUkJCghITE+Xh4eHQx9PTU1u3bs3olwJZhGtmbnz27Nn64YcfUsy3S8vgwYM1cODAe1wVAABA1rVv3z4FBwfrr7/+kre3txYtWqTy5ctLkubOnavnn39eefPmlaurq3LlyqVFixapZMmS9vV79uypatWqyd/fX9u2bVNERIROnz6t4cOHS5KCgoK0Zs0atWnTRq+99poSExMVHBysFStW2Mc4c+aMChQo4FBXgQIFFBsbaz9aERwcrA8//FDlypVTgQIFNGvWLG3fvt2hFvy7ZNoRi5MnT+rNN9/UjBkzUqTZtEREROjy5cv2x8mTJ+9xlQAAAFlLmTJlFBUVpZ07d+r1119Xx44ddeDAAUnSe++9p0uXLmndunXas2eP+vTpozZt2mjfvn329fv06aO6deuqcuXK6tatm4YNG6Yvv/xS8fHxkv4ODa+++qo6duyo3bt3a/PmzcqZM6dat24tZ2bQT5s2TcYYPfTQQ3J3d9eoUaPUrl07+/Qq/Ptk2hGLyMhIxcTEqFq1ava2xMREbdmyRV999ZXi4+Pl4uLisI67u7vc3d3vd6kAAABZRs6cOe3f+levXl27d+/WF198obfffltfffWVoqOjVaFCBUnSI488ou+++06jR4/W2LFjUx3viSeeUEJCgo4dO6YyZcpo9OjR8vPz02effWbvM336dBUpUkQ7d+5UjRo1FBgYqLNnzzqMc/bsWfn6+srT01OSVKJECW3evFlxcXGKjY1VwYIF9fzzz+vhhx++Fy8LsoBMCxZPP/20Q3qWpM6dO6ts2bLq169filABAACAlJKSkhQfH69r165JUoojAi4uLkpKSkpz/aioKOXIkUMBAQGSpGvXrqU6RvK2JKWYGiVJa9eutZ/r8U9eXl7y8vLSxYsXtXr1aofAgn+XTAsWPj4+qlixokObl5eX8ubNm6IdAAAAf08LDwsLU9GiRXXlyhXNnDlTmzZt0urVq1W2bFmVLFlSr732mj7//HPlzZtXixcv1tq1a7V8+XJJf590vXPnToWEhMjHx0fbt29X79691b59e+XJk0eS1LhxY40YMUKDBg1Su3btdOXKFb3zzjsqVqyYqlatKknq1q2bvvrqK7399tt6+eWXtWHDBs2dO1fffvt/V9xbvXq1jDEqU6aMDh8+rL59+6ps2bLq3Lmzvc+FCxd04sQJnTp1SpJ08OBBSVJgYKACAwPvy2uKjMMkNwAAgGwiJiZGHTp0UJkyZfT0009r9+7dWr16terXry83NzetWLFC+fPnV9OmTVW5cmVNnTpV33zzjRo1aiTp72nls2fPVp06dVShQgV9/PHH6t27t8aPH2/fRr169TRz5kwtXrxYVatW1TPPPCN3d3etWrXKPs0pKChI3377rdauXatHHnlEw4YN04QJE9SwYUP7OJcvX1Z4eLjKli2rDh06qHbt2lq9erX9ylKStHTpUlWtWtV+Sdq2bduqatWqaU7bQtaW6fexsIL7WAC4W9zHAg8i7mMBwFnZ6j4WAAAAALI/ggUAAAAAywgWAAAAACwjWAAAAACwjGABAAAAwDKCBQAAAADLCBYAAAAALMu0O28DAAA4g/vP4EGUne4/wxELAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUEC2SYMWPGqHLlyvL19ZWvr6+Cg4O1cuXKFP2MMQoLC5PNZtPixYvt7X/++aeeeeYZFSpUSO7u7ipSpIi6d++u2NhYh/VHjx6tcuXKydPTU2XKlNHUqVMdlk+ZMkU2m83h4eHh4dDngw8+UNmyZeXl5aU8efIoNDRUO3fudOjTrFkzFS1aVB4eHipYsKBeeuklnTp1yuKrBAAA8O9EsECGKVy4sIYMGaLIyEjt2bNH9erVU/PmzbV//36HfiNHjpTNZkuxfo4cOdS8eXMtXbpUhw4d0pQpU7Ru3Tp169bN3mfMmDGKiIjQBx98oP3792vgwIEKDw/XsmXLHMby9fXV6dOn7Y/jx487LC9durS++uor7du3T1u3blXx4sXVoEEDnTt3zt4nJCREc+fO1cGDB7VgwQIdOXJErVu3zoiXCgAA4F/HZowxmV3E3YqNjZWfn58uX74sX1/fzC4HqfD399fQoUP1yiuvSJKioqLUpEkT7dmzRwULFtSiRYvUokWLNNcfNWqUhg4dqpMnT0qSatasqVq1amno0KH2Pm+99ZZ27typrVu3Svr7iEWvXr106dKldNeZ/Lu0bt06Pf3006n2Wbp0qVq0aKH4+Hi5ubmle2xkTcX7f5vZJQD33bEhjTO7BEt43+JBlNnvW2c+b3PEAvdEYmKiZs+erbi4OAUHB0uSrl27phdeeEGjR49WYGDgHcc4deqUFi5cqDp16tjb4uPjU0xr8vT01K5du3Tz5k1729WrV1WsWDEVKVIk1aMm/3Tjxg2NHz9efn5+euSRR1Ltc+HCBc2YMUM1a9YkVAAAAKSCYIEMtW/fPnl7e8vd3V3dunXTokWLVL58eUlS7969VbNmTTVv3vy2Y7Rr1065cuXSQw89JF9fX02YMMG+rGHDhpowYYIiIyNljNGePXs0YcIE3bx5U+fPn5cklSlTRpMmTdKSJUs0ffp0JSUlqWbNmvr9998dtrN8+XJ5e3vLw8NDI0aM0Nq1a5UvXz6HPv369ZOXl5fy5s2rEydOaMmSJRnxMgEAAPzrECyQocqUKaOoqCjt3LlTr7/+ujp27KgDBw5o6dKl2rBhg0aOHHnHMUaMGKEffvhBS5Ys0ZEjR9SnTx/7svfee09hYWGqUaOG3Nzc1Lx5c3Xs2FHS3+doSFJwcLA6dOigKlWqqE6dOlq4cKHy58+vcePGOWwnJCREUVFR2rZtm5555hm1adNGMTExDn369u2rvXv3as2aNXJxcVGHDh2UjWcPAgAA3DOcY4F7KjQ0VCVKlJCnp6dGjRpl//Av/T1dKkeOHHryySe1adOmVNffunWrnnzySZ06dUoFCxa0t9+8eVNnz55VwYIFNX78ePXr10+XLl1yGP+fnnvuObm6umrWrFlp1lqqVCm9/PLLioiISHX577//riJFimjbtm326V3IvpirjQdRZs/Vtor3LR5Emf2+debztut9qgkPqKSkJMXHx2vgwIHq0qWLw7JKlSppxIgRatq06W3Xl/4+t+Kf3NzcVLhwYUnS7Nmz1aRJkzRDRWJiovbt26dGjRqlq1ZnawEAAADBAhkoIiJCYWFhKlq0qK5cuaKZM2dq06ZNWr16tQIDA1M9Ybto0aIKCgqSJK1YsUJnz57VY489Jm9vb+3fv199+/ZVrVq1VLx4cUnSoUOHtGvXLj3xxBO6ePGihg8frujoaH3zzTf2MQcNGqQaNWqoZMmSunTpkoYOHarjx4/bg01cXJw+/vhjNWvWTAULFtT58+c1evRo/fHHH3ruueckSTt37tTu3btVu3Zt5cmTR0eOHNF7772nEiVKcLQCAAAgFQQLZJiYmBh16NBBp0+flp+fnypXrqzVq1erfv366Vrf09NT//vf/9S7d2/Fx8erSJEiatmypfr372/vk5iYqGHDhungwYNyc3NTSEiItm3bZg8eknTx4kW9+uqrOnPmjPLkyaPq1atr27Zt9pPIXVxc9Msvv+ibb77R+fPnlTdvXj322GP67rvvVKFCBUlSrly5tHDhQg0YMEBxcXEqWLCgnnnmGb377rtyd3fPuBcNAADgX4JzLAA8kJirjQdRZs/Vtor3LR5Emf2+5T4WAAAAAO4rggUAAAAAywgWAAAAACwjWAAAAACwjGABAAAAwDKCBQAAAADLuI9FBuDyd3hQZfYl8AAAQNbBEQsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYFmmBosxY8aocuXK8vX1la+vr4KDg7Vy5crMLAkAAADAXcjUYFG4cGENGTJEkZGR2rNnj+rVq6fmzZtr//79mVkWAAAAACe5ZubGmzZt6vD8448/1pgxY7Rjxw5VqFAhk6oCAAAA4KxMDRb/lJiYqHnz5ikuLk7BwcGp9omPj1d8fLz9eWxs7P0qDwAAAMBtZPrJ2/v27ZO3t7fc3d3VrVs3LVq0SOXLl0+17+DBg+Xn52d/FClS5D5XCwAAACA1mR4sypQpo6ioKO3cuVOvv/66OnbsqAMHDqTaNyIiQpcvX7Y/Tp48eZ+rBQAAAJCaTJ8KlTNnTpUsWVKSVL16de3evVtffPGFxo0bl6Kvu7u73N3d73eJAAAAAO4g049Y3CopKcnhPAoAAAAAWV+mHrGIiIhQWFiYihYtqitXrmjmzJnatGmTVq9enZllAQAAAHBSpgaLmJgYdejQQadPn5afn58qV66s1atXq379+plZFgAAAAAnZWqwmDhxYmZuHgAAAEAGcfoci1WrVmnr1q3256NHj1aVKlX0wgsv6OLFixlaHAAAAIDswelg0bdvX/uN6fbt26e33npLjRo10tGjR9WnT58MLxAAAABA1uf0VKijR4/ab2C3YMECNWnSRJ988ol++OEHNWrUKMMLBAAAAJD1OX3EImfOnLp27Zokad26dWrQoIEkyd/f334kAwAAAMCDxekjFrVr11afPn1Uq1Yt7dq1S3PmzJEkHTp0SIULF87wAgEAAABkfU4fsfjqq6/k6uqq+fPna8yYMXrooYckSStXrtQzzzyT4QUCAAAAyPqcPmJRtGhRLV++PEX7iBEjMqQgAAAAANmP00csXFxcFBMTk6L9zz//lIuLS4YUBQAAACB7cTpYGGNSbY+Pj1fOnDktFwQAAAAg+0n3VKhRo0ZJkmw2myZMmCBvb2/7ssTERG3ZskVly5bN+AoBAAAAZHnpDhbJ51AYYzR27FiHaU85c+ZU8eLFNXbs2IyvEAAAAECWl+5gcfToUUlSSEiIFi5cqDx58tyzogAAAABkL05fFWrjxo33og4AAAAA2ZjTwSIxMVFTpkzR+vXrFRMTo6SkJIflGzZsyLDiAAAAAGQPTgeLN998U1OmTFHjxo1VsWJF2Wy2e1EXAAAAgGzE6WAxe/ZszZ07V40aNboX9QAAAADIhpy+j0XOnDlVsmTJe1ELAAAAgGzK6WDx1ltv6YsvvkjzRnkAAAAAHjxOT4XaunWrNm7cqJUrV6pChQpyc3NzWL5w4cIMKw4AAABA9uB0sMidO7eeffbZe1ELAAAAgGzK6WAxefLke1EHAAAAgGzM6XMsAAAAAOBWTh+xCAoKuu29K3777TdLBQEAAADIfpwOFr169XJ4fvPmTe3du1erVq1S3759M6ouAAAAANnIXd15OzWjR4/Wnj17LBcEAAAAIPvJsHMswsLCtGDBgowaDgAAAEA2kmHBYv78+fL398+o4QAAAABkI05PhapatarDydvGGJ05c0bnzp3T119/naHFAQAAAMgenA4WLVq0cHieI0cO5c+fX3Xr1lXZsmUzqi4AAAAA2YjTwWLAgAH3og4AAAAA2ZjTwUKSEhMTtXjxYv3888+SpAoVKqhZs2ZycXHJ0OIAAAAAZA9OB4vDhw+rUaNG+uOPP1SmTBlJ0uDBg1WkSBF9++23KlGiRIYXCQAAACBrc/qqUD179lSJEiV08uRJ/fDDD/rhhx904sQJBQUFqWfPnveiRgAAAABZnNNHLDZv3qwdO3Y4XFo2b968GjJkiGrVqpWhxQEAAADIHpw+YuHu7q4rV66kaL969apy5syZIUUBAAAAyF6cDhZNmjRR165dtXPnThljZIzRjh071K1bNzVr1uxe1AgAAAAgi3M6WIwaNUolSpRQcHCwPDw85OHhoVq1aqlkyZL64osv7kWNAAAAALI4p8+xyJ07t5YsWaLDhw/bLzdbrlw5lSxZMsOLAwAAAJA93NV9LCSpZMmShAkAAAAAku5iKlSrVq306aefpmj/7LPP9Nxzz2VIUQAAAACyF6eDxZYtW9SoUaMU7WFhYdqyZUuGFAUAAAAge3E6WKR1WVk3NzfFxsZmSFEAAAAAsheng0WlSpU0Z86cFO2zZ89W+fLlM6QoAAAAANmL0ydvv/fee2rZsqWOHDmievXqSZLWr1+vWbNmad68eRleIAAAAICsz+lg0bRpUy1evFiffPKJ5s+fL09PT1WuXFnr1q1TnTp17kWNAAAAALK4u7rcbOPGjdW4ceOMrgUAAABANuX0ORYAAAAAcCuCBQAAAADLCBYAAAAALCNYAAAAALDsroPFjRs3dPDgQSUkJGRkPQAAAACyIaeDxbVr1/TKK68oV65cqlChgk6cOCFJ6tGjh4YMGZLhBQIAAADI+pwOFhEREfrxxx+1adMmeXh42NtDQ0NTvSM3AAAAgH8/p+9jsXjxYs2ZM0c1atSQzWazt1eoUEFHjhzJ0OIAAAAAZA9OH7E4d+6cAgICUrTHxcU5BA0AAAAADw6ng8Wjjz6qb7/91v48OUxMmDBBwcHBGVcZAAAAgGzD6alQn3zyicLCwnTgwAElJCToiy++0IEDB7Rt2zZt3rz5XtQIAAAAIItz+ohF7dq1FRUVpYSEBFWqVElr1qxRQECAtm/frurVq9+LGgEAAABkcU4fsYiOjlbFihX1v//9L8WyxYsXq0WLFhlRFwAAAIBsxOkjFg0bNtTRo0dTtC9YsEAvvvhihhQFAAAAIHtxOlh06dJFoaGhOnPmjL1tzpw56tChg6ZMmZKRtQEAAADIJpyeCjVw4EBduHBBoaGh2rJli1atWqUuXbpo2rRpatWq1b2oEQAAAEAW53SwkKQvv/xSL774omrUqKE//vhDs2bNUvPmzTO6NgAAAADZRLqCxdKlS1O0tWzZUt99953atWsnm81m79OsWbOMrRAAAABAlpeuYHG7Kz1NmjRJkyZNkvT3zfISExMzpDAAAAAA2Ue6gkVSUtK9rgMAAABANub0VaEAAAAA4FbpOmIxatQode3aVR4eHho1atRt+/bs2TNDCgMAAACQfaQrWIwYMUIvvviiPDw8NGLEiDT72Ww2ggUAAADwAEpXsPjnnbZTu+s2AAAAgAebpXMsjDEyxmRULQAAAACyqbsKFhMnTlTFihXl4eEhDw8PVaxYURMmTMjo2gAAAABkE07fefv999/X8OHD1aNHDwUHB0uStm/frt69e+vEiRMaNGhQhhcJAAAAIGtzOliMGTNG//vf/9SuXTt7W7NmzVS5cmX16NGDYAEAAAA8gJyeCnXz5k09+uijKdqrV6+uhISEDCkKAAAAQPbidLB46aWXNGbMmBTt48eP14svvpghRQEAAADIXtI1FapPnz72/7fZbJowYYLWrFmjGjVqSJJ27typEydOqEOHDvemSgAAAABZWrqCxd69ex2eV69eXZJ05MgRSVK+fPmUL18+7d+/P4PLAwAAAJAdpCtYbNy48V7XAQAAACAbs3SDPAAAAACQMjlYDB48WI899ph8fHwUEBCgFi1a6ODBg5lZEgAAAIC7kKnBYvPmzQoPD9eOHTu0du1a3bx5Uw0aNFBcXFxmlgUAAADASU7fIC8jrVq1yuH5lClTFBAQoMjISD311FOZVBUAAAAAZ2WpcywuX74sSfL398/kSgAAAAA4I11HLJYuXZruAZs1a3ZXhSQlJalXr16qVauWKlasmGqf+Ph4xcfH25/Hxsbe1bYAAAAAZKx0BYsWLVqkazCbzabExMS7KiQ8PFzR0dHaunVrmn0GDx6sgQMH3tX4AAAAAO6ddE2FSkpKStfjbkNF9+7dtXz5cm3cuFGFCxdOs19ERIQuX75sf5w8efKutgcAAAAgY2XqydvGGPXo0UOLFi3Spk2bFBQUdNv+7u7ucnd3v0/VAQAAAEivuwoWcXFx2rx5s06cOKEbN244LOvZs2e6xwkPD9fMmTO1ZMkS+fj46MyZM5IkPz8/eXp63k1pAAAAADKB08Fi7969atSoka5du6a4uDj5+/vr/PnzypUrlwICApwKFmPGjJEk1a1b16F98uTJ6tSpk7OlAQAAAMgkTl9utnfv3mratKkuXrwoT09P7dixQ8ePH1f16tX1+eefOzWWMSbVB6ECAAAAyF6cDhZRUVF66623lCNHDrm4uCg+Pl5FihTRZ599pnfeeede1AgAAAAgi3M6WLi5uSlHjr9XCwgI0IkTJyT9fV4EV2kCAAAAHkxOn2NRtWpV7d69W6VKlVKdOnX0/vvv6/z585o2bVqaN7YDAAAA8O/m9BGLTz75RAULFpQkffzxx8qTJ49ef/11nTt3TuPGjcvwAgEAAABkfU4fsXj00Uft/x8QEKBVq1ZlaEEAAAAAsh+nj1jUq1dPly5dStEeGxurevXqZURNAAAAALIZp4PFpk2bUtwUT5L++usvfffddxlSFAAAAIDsJd1ToX766Sf7/x84cMB+l2xJSkxM1KpVq/TQQw9lbHUAAAAAsoV0B4sqVarIZrPJZrOlOuXJ09NTX375ZYYWBwAAACB7SHewOHr0qIwxevjhh7Vr1y7lz5/fvixnzpwKCAiQi4vLPSkSAAAAQNaW7mBRrFgxSVJSUtI9KwYAAABA9uT05WYl6ciRIxo5cqR+/vlnSVL58uX15ptvqkSJEhlaHAAAAIDswemrQq1evVrly5fXrl27VLlyZVWuXFk7d+5UhQoVtHbt2ntRIwAAAIAszukjFv3791fv3r01ZMiQFO39+vVT/fr1M6w4AAAAANmD00csfv75Z73yyisp2l9++WUdOHAgQ4oCAAAAkL04HSzy58+vqKioFO1RUVEKCAjIiJoAAAAAZDPpngo1aNAg/ec//9Grr76qrl276rffflPNmjUlSd9//70+/fRT9enT554VCgAAACDrSnewGDhwoLp166b33ntPPj4+GjZsmCIiIiRJhQoV0gcffKCePXves0IBAAAAZF3pDhbGGEmSzWZT79691bt3b125ckWS5OPjc2+qAwAAAJAtOHVVKJvN5vCcQAEAAABAcjJYlC5dOkW4uNWFCxcsFQQAAAAg+3EqWAwcOFB+fn73qhYAAAAA2ZRTwaJt27ZcUhYAAABACum+j8WdpkABAAAAeHClO1gkXxUKAAAAAG6V7qlQSUlJ97IOAAAAANlYuo9YAAAAAEBaCBYAAAAALCNYAAAAALCMYAEAAADAMoIFAAAAAMsIFgAAAAAsI1gAAAAAsIxgAQAAAMAyggUAAAAAywgWAAAAACwjWAAAAACwjGABAAAAwDKCBQAAAADLCBYAAAAALCNYAAAAALCMYAEAAADAMoIFAAAAAMsIFgAAAAAsI1gAAAAAsIxgAQAAAMAyggUAAAAAywgWAAAAACwjWAAAAACwjGABAAAAwDKCBQAAAADLCBYAAAAALCNYAAAAALCMYAEAAADAMoIFAAAAAMsIFgAAAAAsI1gAAAAAsIxgAQAAAMAyggUAAAAAywgWAAAAACwjWAAAAACwjGABAAAAwDKCBQAAAADLCBYAAAAALCNYAAAAALCMYAEAAADAMoIFAAAAAMsIFgAAAAAsI1gAAAAAsIxgAQAAAMAyggUAAAAAywgWAAAAACwjWAAAAACwjGABAAAAwDKCBQAAAADLCBYAAAAALCNYAAAAALCMYAEAAADAMoIFAAAAAMsIFgAAAAAsI1gAAAAAsCxTg8WWLVvUtGlTFSpUSDabTYsXL87McgAAAADcpUwNFnFxcXrkkUc0evTozCwDAAAAgEWumbnxsLAwhYWFZWYJAAAAADIA51gAAAAAsCxTj1g4Kz4+XvHx8fbnsbGxmVgNAAAAgGTZ6ojF4MGD5efnZ38UKVIks0sCAAAAoGwWLCIiInT58mX74+TJk5ldEgAAAABls6lQ7u7ucnd3z+wyAAAAANwiU4PF1atXdfjwYfvzo0ePKioqSv7+/ipatGgmVgYAAADAGZkaLPbs2aOQkBD78z59+kiSOnbsqClTpmRSVQAAAACclanBom7dujLGZGYJAAAAADJAtjp5GwAAAEDWRLAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWEawAAAAAGAZwQIAAACAZQQLAAAAAJYRLAAAAABYRrAAAAAAYBnBAgAAAIBlBAsAAAAAlhEsAAAAAFhGsAAAAABgGcECAAAAgGUECwAAAACWESwAAAAAWJYlgsXo0aNVvHhxeXh46IknntCuXbsyuyQAAAAATsj0YDFnzhz16dNHAwYM0A8//KBHHnlEDRs2VExMTGaXBgAAACCdMj1YDB8+XK+++qo6d+6s8uXLa+zYscqVK5cmTZqU2aUBAAAASCfXzNz4jRs3FBkZqYiICHtbjhw5FBoaqu3bt6foHx8fr/j4ePvzy5cvS5JiY2PvfbG3kRR/LVO3D2SWzH7vWcH7Fg+i7PyelXjf4sGU2e/b5O0bY+7YN1ODxfnz55WYmKgCBQo4tBcoUEC//PJLiv6DBw/WwIEDU7QXKVLkntUIIG1+IzO7AgDO4D0LZD9Z5X175coV+fn53bZPpgYLZ0VERKhPnz7250lJSbpw4YLy5s0rm82WiZUhM8TGxqpIkSI6efKkfH19M7scAOnA+xbIfnjfPtiMMbpy5YoKFSp0x76ZGizy5csnFxcXnT171qH97NmzCgwMTNHf3d1d7u7uDm25c+e+lyUiG/D19eUfOiCb4X0LZD+8bx9cdzpSkSxTT97OmTOnqlevrvXr19vbkpKStH79egUHB2diZQAAAACckelTofr06aOOHTvq0Ucf1eOPP66RI0cqLi5OnTt3zuzSAAAAAKRTpgeL559/XufOndP777+vM2fOqEqVKlq1alWKE7qBW7m7u2vAgAEppscByLp43wLZD+9bpJfNpOfaUQAAAABwG5l+gzwAAAAA2R/BAgAAAIBlBAsAAAAAlhEsAAAAAFhGsECmGjx4sB577DH5+PgoICBALVq00MGDBx36/PXXXwoPD1fevHnl7e2tVq1aOdxU8ccff1S7du1UpEgReXp6qly5cvriiy8cxli4cKHq16+v/Pnzy9fXV8HBwVq9evV92UcA0ksvvaRPPvkks8tItxo1amjBggWZXQaQIe7X39p/+v777+Xq6qoqVarcq91CFkSwQKbavHmzwsPDtWPHDq1du1Y3b95UgwYNFBcXZ+/Tu3dvLVu2TPPmzdPmzZt16tQptWzZ0r48MjJSAQEBmj59uvbv36///ve/ioiI0FdffWXvs2XLFtWvX18rVqxQZGSkQkJC1LRpU+3du/e+7i9wL9yvDw1bt25VrVq1lDdvXnl6eqps2bIaMWLEHev78ccftWLFCvXs2dPeVrduXdlsNvujQIECeu6553T8+HF7n02bNslms+nSpUspxixevLhGjhzp0LZx40Y1adJE+fPnl4eHh0qUKKHnn39eW7ZsSbWusmXLyt3dXWfOnEmx7N1331X//v2VlJR0x/0Dsrr79bc22aVLl9ShQwc9/fTT92X/kIUYIAuJiYkxkszmzZuNMcZcunTJuLm5mXnz5tn7/Pzzz0aS2b59e5rjvPHGGyYkJOS22ypfvrwZOHBgxhQOZKKGDRuayZMnm+joaBMVFWUaNWpkihYtaq5evWrv061bN1OkSBGzfv16s2fPHlOjRg1Ts2ZN+/KJEyeanj17mk2bNpkjR46YadOmGU9PT/Pll1/a+/zwww9m5syZJjo62hw9etRMmzbN5MqVy4wbN+629b3yyivmtddec2irU6eOefXVV83p06fNqVOnzPbt280TTzxhateube+zceNGI8lcvHgxxZjFihUzI0aMsD8fPXq0sdlspkOHDmb9+vXm2LFj5scffzQjR4401apVS7H+d999Z4oWLWpeeOEFM2TIkBTLExISTIECBczy5ctvu29AdnSv/9Y+//zz5t133zUDBgwwjzzySIbXj6yLYIEs5ddffzWSzL59+4wxxqxfvz7VDxZFixY1w4cPT3OcF1980bRq1SrN5YmJiaZIkSIOH5qAf4v7GdCfffZZ0759+zSXJyQkGD8/vxQf0OvUqWPefPNNh7bkoJIsvcHi+PHjxs3NzfTu3TvVGpKSklK0derUyfTv39+sXLnSlC5dOtX1OnfufNt9A7Kre/m3dtKkSeaxxx4zN2/eJFg8gJgKhSwjKSlJvXr1Uq1atVSxYkVJ0pkzZ5QzZ07lzp3boW+BAgVSnb4gSdu2bdOcOXPUtWvXNLf1+eef6+rVq2rTpk2G1Q9kFZcvX5Yk+fv7S/p7CsPNmzcVGhpq71O2bFkVLVpU27dvv+04yWOkZu/evdq2bZvq1KmTZp+ffvpJly9f1qOPPnrbmi9cuKC5c+fqiSeeuG2/1CxYsEA3b97U22+/nepym83m8PzKlSuaN2+e2rdvr/r16+vy5cv67rvvUqz3+OOPp9oOZGf38m/tr7/+qv79+2v69OlydXW9Z/uArItggSwjPDxc0dHRmj179l2PER0drebNm2vAgAFq0KBBqn1mzpypgQMHau7cuQoICLjrbQFZ0f0I6IULF5a7u7seffRRhYeHq0uXLmnWc/z4cbm4uKT6Xvv666/l7e0tLy8v5c2bVwcPHtSkSZOc2Nu/HTp0SL6+vgoMDLS3LViwQN7e3vbHvn377Mtmz56tUqVKqUKFCnJxcVHbtm01ceLEFOMWKlRIJ0+e5DwL/Kvcq7+1iYmJeuGFFzRw4ECVLl06o8pFNkOwQJbQvXt3LV++XBs3blThwoXt7YGBgbpx40aKkzfPnj3r8CFCkg4cOKCnn35aXbt21bvvvpvqdmbPnq0uXbpo7ty5Dt/eAv8W9yOgf/fdd9qzZ4/Gjh2rkSNHatasWWmOdf36dbm7u6c4aiBJL774oqKiovTjjz9q69atKlmypBo0aKArV644XfOt4zds2FBRUVH69ttvFRcXp8TERPuySZMmqX379vbn7du317x581Js19PTU0lJSYqPj3e6HiArupd/a69cuaI9e/aoe/fucnV1laurqwYNGqQff/xRrq6u2rBhwz3dN2QRmT0XCw+2pKQkEx4ebgoVKmQOHTqUYnny3PD58+fb23755ZcUc8Ojo6NNQECA6du3b5rbmjlzpvHw8DCLFy/O2J0Asojw8HBTuHBh89tvvzm0OzN/ev/+/SYgIMC888476drmhx9+mOY5CsYYs2bNGiPJxMfHO7Sndo7F6dOnjSTzv//9zxhjTGRkpJFkjh07lmJcPz8/M2nSJGOMMcOGDTOSzOnTp1P0O3r0qJFk9u7da98/SSZHjhzGxcXF/pBkxo8f77Du7NmzjZeX1x1fAyCrux9/axMTE82+ffscHq+//ropU6aM2bdvn8PFJPDvxRELZKrw8HBNnz5dM2fOlI+Pj86cOaMzZ87o+vXrkiQ/Pz+98sor6tOnjzZu3KjIyEh17txZwcHBqlGjhqS/v10NCQlRgwYN1KdPH/sY586ds29n5syZ6tChg4YNG6YnnnjC3id5LjqQnRlj1L17dy1atEgbNmxQUFCQw/Lq1avLzc1N69evt7cdPHhQJ06cUHBwsL1t//79CgkJUceOHfXxxx+na9t3+kY/+Rr2Bw4cuONYLi4ukmR//5cqVUo5cuRQZGSkQ7/ffvtNly9ftk+3aN26tdzc3PTpp5/ecRsTJ07UU089pR9//FFRUVH2R58+fVJMh4qOjlbVqlXvOCaQ1d2Pv7U5cuRQxYoVHR4BAQHy8PBQxYoV5eXllWn7j/sos5MNHmySUn1MnjzZ3uf69evmjTfeMHny5DG5cuUyzz77rMM3kwMGDEh1jGLFitn71KlTJ9U+HTt2vH87C9wjr7/+uvHz8zObNm0yp0+ftj+uXbtm79OtWzdTtGhRs2HDBrNnzx4THBxsgoOD7cv37dtn8ufPb9q3b+8wRkxMjL3PV199ZZYuXWoOHTpkDh06ZCZMmGB8fHzMf//739vWV61atRRXYPvn5WZPnz5toqKiTKtWrYyHh4f55Zdf7P26du1qihcvbpYsWWJ+++03s3nzZlOjRg1To0YNh6s9jRo1yn652Q0bNpijR4+ayMhI07t3byPJ/PTTT+bGjRsmf/78ZsyYMSlqPHDggJFkoqOjHWocNGhQOn4CQNZ2v/7W3oqrQj14CBYAkM3drw8No0aNMhUqVDC5cuUyvr6+pmrVqubrr782iYmJt63v66+/NjVq1HBouzXs58mTx9SpU8ds2LDBod/169fNgAEDTNmyZY2np6cJCgoyXbt2NefOnUuxnbVr15qwsDDj7+9vXF1dTYECBUyLFi3MqlWrjDHGzJ8/3+TIkcOcOXMm1TrLlStnv2Tt77//btzc3MzJkydvu28AgP9jM8aYe3QwBAAAXb9+XWXKlNGcOXMcpl5lZf369dPFixc1fvz4zC4FALINLjIMALinPD09NXXqVJ0/fz6zS0m3gIAA9enTJ7PLAIBshSMWAAAAACzjqlAAAAAALCNYAAAAALCMYAEAAADAMoIFAAAAAMsIFgAAAAAsI1gAAAAAsIxgAQAAAMAyggUAAAAAywgWAAAAACz7f1RurAVVCPyrAAAAAElFTkSuQmCC",
|
||
"text/plain": [
|
||
"<Figure size 800x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"t\"] = pd.to_datetime(df_ma[\"iso_timestamp\"], utc=True).dt.tz_convert(\"Europe/Berlin\")\n",
|
||
"df_ma[\"metric\"] = pd.to_numeric(df_ma[\"channels_all\"], errors=\"coerce\")\n",
|
||
"\n",
|
||
"def buga_sum(y):\n",
|
||
" start = pd.Timestamp(f\"{y}-04-14\", tz=\"Europe/Berlin\")\n",
|
||
" end = pd.Timestamp(f\"{y}-10-08\", tz=\"Europe/Berlin\")\n",
|
||
" return df_ma.loc[(df_ma[\"t\"] >= start) & (df_ma[\"t\"] <= end), \"metric\"].sum()\n",
|
||
"\n",
|
||
"vals = {y: buga_sum(y) for y in [2022, 2023, 2024]}\n",
|
||
"\n",
|
||
"\n",
|
||
"plt.figure(figsize=(8,5))\n",
|
||
"bars = plt.bar([\"2022\", \"2023 (BUGA)\", \"2024\"], [vals[2022], vals[2023], vals[2024]],)\n",
|
||
"plt.bar_label(bars, padding=3, fmt=\"%.0f\")\n",
|
||
"plt.title(\"Bike Counts During BUGA Period (14 Apr – 8 Oct)\")\n",
|
||
"plt.ylabel(\"Total bike counts\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 67,
|
||
"id": "a7193c9a",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"year\"] = df_ma[\"t\"].dt.year\n",
|
||
"df_ma[\"month\"] = df_ma[\"t\"].dt.month\n",
|
||
"\n",
|
||
"df_buga = df_ma[df_ma[\"month\"].between(4, 10)]\n",
|
||
"\n",
|
||
"monthly = df_buga.groupby([\"year\", \"month\"])[\"metric\"].sum().reset_index()\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10,6))\n",
|
||
"for y in [2022, 2023, 2024]:\n",
|
||
" subset = monthly[monthly[\"year\"] == y]\n",
|
||
" plt.plot(subset[\"month\"], subset[\"metric\"], marker=\"o\", label=str(y))\n",
|
||
"\n",
|
||
"plt.title(\"Monthly Bike Counts (April–October)\")\n",
|
||
"plt.xlabel(\"Month\")\n",
|
||
"plt.ylabel(\"Total bike counts\")\n",
|
||
"plt.xticks(range(4,11))\n",
|
||
"plt.legend()\n",
|
||
"plt.grid(alpha=0.3)\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "0dc459ff",
|
||
"metadata": {},
|
||
"source": [
|
||
"Im August gehen wohl viele in den Urlaub aber im September hat 2023 deutlich mehr Fahrradzählungen als 2022 und 2024"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 68,
|
||
"id": "f3c0497b",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"weekday\"] = df_ma[\"t\"].dt.day_name()\n",
|
||
"\n",
|
||
"def buga_period(y):\n",
|
||
" start = pd.Timestamp(f\"{y}-04-14\", tz=\"Europe/Berlin\")\n",
|
||
" end = pd.Timestamp(f\"{y}-10-08\", tz=\"Europe/Berlin\")\n",
|
||
" return df_ma[(df_ma[\"t\"] >= start) & (df_ma[\"t\"] <= end)]\n",
|
||
"\n",
|
||
"df_buga_2023 = buga_period(2023)\n",
|
||
"df_buga_2022 = buga_period(2022)\n",
|
||
"\n",
|
||
"sns.boxplot(data=pd.concat([df_buga_2022.assign(year=\"2022\"),df_buga_2023.assign(year=\"2023\")]), x=\"weekday\", y=\"metric\", hue=\"year\")\n",
|
||
"plt.xticks(rotation=45)\n",
|
||
"plt.title(\"Weekday Bike Counts During BUGA vs. 2022\")\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 69,
|
||
"id": "eed0fab8",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"sns.barplot(df_ma[df_ma[\"counter_site\"] == \"Renzstraße\"],x=\"year\", y=\"channels_all\")\n",
|
||
"# sns.barplot(df_ma[df_ma[\"counter_site\"] == \"Kurpfalzbrücke\"],x=\"year\", y=\"channels_all\")\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 70,
|
||
"id": "ab084d8d",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x700 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"station_sum = df_ma.groupby(\"short_labels\")[\"channels_all\"].sum().sort_values(ascending=False)\n",
|
||
"year_counts = df_ma.groupby(\"short_labels\")[\"year\"].nunique()\n",
|
||
"year_counts = year_counts[station_sum.index] # Reorder year_counts to match the sorted station_sum\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 7))\n",
|
||
"sns.barplot(x=station_sum.index, y=station_sum.values, hue=year_counts)\n",
|
||
"plt.xticks(rotation=75)\n",
|
||
"plt.xlabel(\"Station\")\n",
|
||
"plt.ylabel(\"Total observations (2014-2024) in millions\")\n",
|
||
"plt.title(\"Total observations per station (Mannheim)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "c4a88437",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Größtes Radverkehrsaufkommen nach Städten\n",
|
||
"\n",
|
||
"Da die Zählstellen zu unterschiedlichen Zeitpunkten in Betrieb genommen wurden, wurde für vergleichende Analysen ein gemeinsamer Beobachtungszeitraum definiert. Hierzu wurde für jede Zählstelle das erste Jahr mit verfügbaren Messdaten bestimmt. In der Analyse wurden ausschließlich Zählstellen berücksichtigt, die spätestens ab dem Jahr 2018 Daten aufweisen."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 71,
|
||
"id": "65437931",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"station_coverage = (\n",
|
||
" df.groupby(\"counter_site\")\n",
|
||
" .agg(\n",
|
||
" first_year=(\"year\", \"min\"),\n",
|
||
" last_year=(\"year\", \"max\"),\n",
|
||
" n_observations=(\"year\", \"count\")\n",
|
||
" )\n",
|
||
" .reset_index()\n",
|
||
")\n",
|
||
"\n",
|
||
"station_coverage.sort_values(\"first_year\")\n",
|
||
"valid_stations = station_coverage[\n",
|
||
" station_coverage[\"first_year\"] <= 2018\n",
|
||
"][\"counter_site\"]\n",
|
||
"\n",
|
||
"df_common = df[\n",
|
||
" (df[\"counter_site\"].isin(valid_stations)) &\n",
|
||
" (df[\"year\"] >= 2018)\n",
|
||
"]\n",
|
||
"plt.figure(figsize=(10, 6))\n",
|
||
"sns.histplot(station_coverage[\"first_year\"], bins=range(2013, 2026))\n",
|
||
"plt.xlabel(\"Startjahr der Zählstelle\")\n",
|
||
"plt.ylabel(\"Anzahl der Zählstellen\")\n",
|
||
"plt.title(\"Jährlicher Zuwachs der Fahrradzählstellen in BaWü\")\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"# Top 10 Zählstellen\n",
|
||
"avg_df_common = (\n",
|
||
" df_common.groupby([\"counter_site\", \"domain_name\"], as_index=False)\n",
|
||
" .agg(avg_daily_counts=(\"channels_all\", \"mean\"))\n",
|
||
")\n",
|
||
"\n",
|
||
"# Top 10 Zählstellen basierend auf dem durchschnittlichen täglichen Fahrradverkehr\n",
|
||
"top10_common = avg_df_common.sort_values(\"avg_daily_counts\", ascending=False).head(10)\n",
|
||
"\n",
|
||
"# Visualisierung der Top 10 Zählstellen\n",
|
||
"plt.figure(figsize=(15, 6))\n",
|
||
"sns.barplot(\n",
|
||
" data=top10_common,\n",
|
||
" y=\"counter_site\",\n",
|
||
" x=\"avg_daily_counts\",\n",
|
||
" hue=\"domain_name\"\n",
|
||
")\n",
|
||
"\n",
|
||
"plt.ylabel(\"Zählstelle\")\n",
|
||
"plt.xlabel(\"Durchschnittliche Fahrradfahrten pro Tag\")\n",
|
||
"plt.title(\"Top 10 Zählstellen mit dem höchsten durchschnittlichen Fahrradverkehr\\n(2018 und später)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 72,
|
||
"id": "d239120a",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# TODO welche Station hat den größten Messwertsprung innerhalb eines Jahres erlebt -> woran lag das"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "ad8639cd",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"['Kurpfalzbrücke', 'Renzstraße', 'Konrad-Adenauer…', 'Jungbuschbrücke', 'Schlosspark Lin…', 'Neckarauer Über…']\n",
|
||
"6\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 2000x1000 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Renzstraße - Höchster Wert:\n",
|
||
"date 2018-04-10\n",
|
||
"channels_all 7638\n",
|
||
"Name: 44340, dtype: object\n",
|
||
"Kurpfalzbrücke - Höchster Wert:\n",
|
||
"date 2018-04-10\n",
|
||
"channels_all 10558\n",
|
||
"Name: 50399, dtype: object\n",
|
||
"am 11.04.2018 gab es in Mannheim einen Warnstreik im öffentlichen Dienst und mehrere tausend Menschen nahmen an Demonstrationen teil.\n",
|
||
"Das erklärt die Ausreißer bei den Fahrradzählungen an diesem Tag.\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"max_length = 15\n",
|
||
"\n",
|
||
"top5 = station_sum[:6] # oder besser: station_sum.head(5)\n",
|
||
"top5_names = top5.index.tolist()\n",
|
||
"print(top5_names)\n",
|
||
"\n",
|
||
"mask_top5 = df_ma[\"short_labels\"].isin(top5_names)\n",
|
||
"df_ma_top = df_ma[mask_top5]\n",
|
||
"\n",
|
||
"print(df_ma_top[\"counter_site\"].nunique())\n",
|
||
"plt.figure(figsize=(20, 10))\n",
|
||
"sns.boxplot(data=df_ma_top, x=\"short_labels\", y=\"channels_all\")\n",
|
||
"plt.xticks(rotation=0)\n",
|
||
"plt.ylabel(\"Fahrradpassagen\")\n",
|
||
"plt.xlabel(\"Stationen\")\n",
|
||
"plt.title(\"Tägliche Beobachtungen der sechs beliebtesten Stationen in Mannheim (Stadt Mannheim - 2014-2024)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"df[\"timestamp\"] = pd.to_datetime(df_ma[\"iso_timestamp\"])\n",
|
||
"#Renzstraße\n",
|
||
"renz = df_ma[df_ma[\"counter_site\"] == \"Renzstraße\"]\n",
|
||
"renz_max = renz.loc[renz[\"channels_all\"].idxmax()]\n",
|
||
"print(\"Renzstraße - Höchster Wert:\")\n",
|
||
"print(renz_max[[\"date\", \"channels_all\"]])\n",
|
||
"\n",
|
||
"#Kurpfalzbrücke\n",
|
||
"kurp = df_ma[df_ma[\"counter_site\"] == \"Kurpfalzbrücke\"]\n",
|
||
"kurp_max = kurp.loc[kurp[\"channels_all\"].idxmax()]\n",
|
||
"print(\"Kurpfalzbrücke - Höchster Wert:\")\n",
|
||
"print(kurp_max[[\"date\", \"channels_all\"]]) \n",
|
||
"\n",
|
||
"print(\"am 11.04.2018 gab es in Mannheim einen Warnstreik im öffentlichen Dienst und mehrere tausend Menschen nahmen an Demonstrationen teil.\")\n",
|
||
"print(\"Das erklärt die Ausreißer bei den Fahrradzählungen an diesem Tag.\")\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 74,
|
||
"id": "de88a7d7",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1579.86x1500 with 42 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma['day_of_week'] = df_ma['timestamp'].dt.dayofweek # 0=Monday, 6=Sunday\n",
|
||
"df_ma['month'] = df_ma['timestamp'].dt.month\n",
|
||
"df_ma['is_weekend'] = df_ma['day_of_week'].isin([5, 6]).astype(int) # 1 if weekend, 0 if weekday\n",
|
||
"# You can manually add holidays or use a library like `holidays` to check if the day is a public holiday.\n",
|
||
"de_holidays = holidays.Germany(years=2023) # For Germany, for example\n",
|
||
"df_ma['is_holiday'] = df_ma['timestamp'].dt.date.isin(de_holidays.keys()).astype(int)\n",
|
||
"\n",
|
||
"\n",
|
||
"variables = ['day_of_week','month','is_weekend', 'is_holiday', 'channels_all', 'site_temperature', 'site_rain_accumulation']\n",
|
||
"\n",
|
||
"# Create the scatterplot matrix using Seaborn's pairplot\n",
|
||
"sns.pairplot(df_ma[variables], diag_kind='kde', plot_kws={'alpha': 0.5, 's': 50}, hue=\"is_holiday\")\n",
|
||
"\n",
|
||
"# Customize the plot\n",
|
||
"plt.suptitle('Matrix Scatterplot of Bike Counting Data', fontsize=16)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 75,
|
||
"id": "121023cc",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# is_weekend und channels_all vergleichen\n",
|
||
"sum_weekdays = sum(df_ma[df_ma[\"is_weekend\"]==0][\"channels_all\"])\n",
|
||
"sum_weekends = sum(df_ma[df_ma[\"is_weekend\"]==1][\"channels_all\"])\n",
|
||
"num_weekdays = len(df_ma[df_ma[\"is_weekend\"]==0])# Since each row is an hour, divide by 24 to get the number of days\n",
|
||
"num_weekends = len(df_ma[df_ma[\"is_weekend\"]==1]) \n",
|
||
"avg_weekdays = sum_weekdays / num_weekdays\n",
|
||
"avg_weekends = sum_weekends / num_weekends\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "6e6c3493",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Korrelation zwischen Temperatur und Fahrradnutzung"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 76,
|
||
"id": "95626fa7",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x500 with 2 Axes>"
|
||
]
|
||
},
|
||
"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",
|
||
"axs[0].set_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": 77,
|
||
"id": "46404807",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
" counter_site pearson_corr\n",
|
||
"1 B38. RI. AUS 0.011942\n",
|
||
"15 Lindenhofüberführung 0.235979\n",
|
||
"25 Theodor-Heuss-Anlage. RI. AUS 0.393459\n",
|
||
"21 Renzstraße 0.445103\n",
|
||
"19 Neckarauer Übergang -Schwetzinger Str. 0.486533\n",
|
||
"5 Feudenheimerstr. stadteinwärts 0.510540\n",
|
||
"27 Theodor-Heuss-Anlage. RI. IN. 0.510875\n",
|
||
"7 Feudenheimstr. stadtauswärts 0.533080\n",
|
||
"13 Kurpfalzbrücke 0.548310\n",
|
||
"9 Jungbuschbrücke 0.557844\n",
|
||
"11 Konrad-Adenauer-Brücke 0.568114\n",
|
||
"17 Luzenbergstr. 0.584917\n",
|
||
"3 Fernmeldeturm. 0.619432\n",
|
||
"23 Schlosspark Lindenhof (Richtung Jugendherberge) 0.629848\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"corr_per_station = (\n",
|
||
" df_ma.groupby(\"counter_site\")[[\"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[\"counter_site\"].notna())\n",
|
||
"][[\"counter_site\", \"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[\"counter_site\"], 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.“"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 78,
|
||
"id": "56606822",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"/tmp/ipykernel_88555/3267416270.py:14: FutureWarning: \n",
|
||
"\n",
|
||
"Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
|
||
"\n",
|
||
" sns.violinplot( data=df_ma, x=\"rain_category\", y=\"channels_all\",palette=\"Blues\", legend = False, ax=axs[1])\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x500 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Spearman (Mannheim): -0.100\n",
|
||
"Spearman (alle Städte): -0.114\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"#rain category\n",
|
||
"df_ma[\"rain_category\"] = pd.cut(df_ma[\"site_rain_accumulation\"], bins=[-0.1, 0, 2.5, 7.6, 50], labels=[\"No Rain\", \"Light Rain\", \"Moderate Rain\", \"Heavy Rain\"]) \n",
|
||
"\n",
|
||
"fig, axs = plt.subplots(1,2,figsize=(15, 5))\n",
|
||
"\n",
|
||
"\n",
|
||
"sns.regplot(data=df_ma, y=\"site_rain_accumulation\", x=\"channels_all\",scatter_kws={'s': 10, 'alpha':0.5}, line_kws={'color': 'red'}, ax=axs[0])\n",
|
||
"\n",
|
||
"plt.xlabel(\"rain accumulation\")\n",
|
||
"plt.ylabel(\"bike counts\") \n",
|
||
"axs[0].set_title(\"rain vs. bicycle counts (Stadt Mannheim)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"\n",
|
||
"sns.violinplot( data=df_ma, x=\"rain_category\", y=\"channels_all\",palette=\"Blues\", legend = False, ax=axs[1]) \n",
|
||
"axs[1].set_title(\"Bike counts by rain category\") \n",
|
||
"axs[1].set_xlabel(\"Rain category\") \n",
|
||
"axs[1].set_ylabel(\"Bike counts\") \n",
|
||
"axs[1].grid(axis=\"y\", alpha=0.3)\n",
|
||
"plt.tight_layout() \n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"# Spearman\n",
|
||
"spearman_ma = ( df_ma[[\"channels_all\", \"site_rain_accumulation\"]] .corr(method=\"spearman\") .loc[\"channels_all\", \"site_rain_accumulation\"] ) \n",
|
||
"print(f\"Spearman (Mannheim): {spearman_ma:.3f}\") \n",
|
||
"# Gesamtdaten bereinigen \n",
|
||
"df[\"site_rain_accumulation\"] = df[\"site_rain_accumulation\"].replace([\"na\", \"NA\", \"Na\"], np.nan) \n",
|
||
"df = df.dropna(subset=[\"site_rain_accumulation\"]) \n",
|
||
"spearman_all = ( df[[\"channels_all\", \"site_rain_accumulation\"]].corr(method=\"spearman\").loc[\"channels_all\", \"site_rain_accumulation\"] ) \n",
|
||
"print(f\"Spearman (alle Städte): {spearman_all:.3f}\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 79,
|
||
"id": "80a7ede1",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"{2020: np.int64(1688124), 2021: np.int64(1525185), 2022: np.int64(1789267), 2023: np.int64(2262742)} 2022 vs 2021 %: 17.31475198090724 2022 vs 2023 %: -20.924833675248877\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"#Auswirkung df_maer Einführung df_maes 9-Euro-Tickets vom 1. Juni 2022 bis zum 31. August 2022 im Vergleich zum Jahr df_maavor undf_ma df_maanach\n",
|
||
"\n",
|
||
"#In Mannheim\n",
|
||
"\n",
|
||
"df_ma[\"t\"] = pd.to_datetime(df_ma[\"iso_timestamp\"].astype(str).str.strip(), errors=\"coerce\", utc=True)\n",
|
||
"df_ma = df_ma.dropna(subset=[\"t\"])\n",
|
||
"\n",
|
||
"\n",
|
||
"df_ma[\"metric\"] = pd.to_numeric(df_ma[\"channels_all\"], errors=\"coerce\") \n",
|
||
"\n",
|
||
"def win_sum(y):\n",
|
||
" a = pd.Timestamp(f\"{y}-06-01\", tz=\"Europe/Berlin\")\n",
|
||
" b = pd.Timestamp(f\"{y}-09-01\", tz=\"Europe/Berlin\")\n",
|
||
" return df_ma.loc[(df_ma[\"t\"]>=a) & (df_ma[\"t\"]<b), \"metric\"].sum(skipna=True)\n",
|
||
"\n",
|
||
"vals = {y: win_sum(y) for y in [2020, 2021, 2022, 2023]}\n",
|
||
"print(vals, \"2022 vs 2021 %:\", (vals[2022]/vals[2021]-1)*100, \"2022 vs 2023 %:\", (vals[2022]/vals[2023]-1)*100)\n",
|
||
"\n",
|
||
"fig, ax = plt.subplots()\n",
|
||
"bars = ax.bar([\"2020\", \"2021\",\"2022 (9€)\",\"2023\"], [vals[2020], vals[2021], vals[2022], vals[2023]])\n",
|
||
"ax.bar_label(bars, padding=3, fmt=\"%.0f\")\n",
|
||
"ax.set_title(\"Mannheim: Juni–Aug Vergleich 2021/2022/2023\")\n",
|
||
"ax.set_ylabel(\"Summe channels_all\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 80,
|
||
"id": "47cc2917",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Monatliche Beobachtungen im Jahr 2021, 2022, 2023 in Mannheim als Liniendiagramm\n",
|
||
"\n",
|
||
"years = [2021, 2022, 2023]\n",
|
||
"labels = [\"Jan\",\"Feb\",\"Mär\",\"Apr\",\"Mai\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Okt\",\"Nov\",\"Dez\"]\n",
|
||
"\n",
|
||
"# --- 1) vorbereiten + filtern ---\n",
|
||
"d = df_backup.copy()\n",
|
||
"d[\"t\"] = (pd.to_datetime(d[\"iso_timestamp\"], errors=\"coerce\", utc=True)\n",
|
||
" .dt.tz_convert(\"Europe/Berlin\"))\n",
|
||
"d = d[\n",
|
||
" (d[\"domain_name\"].astype(str).str.strip() == \"Stadt Mannheim\") &\n",
|
||
" (d[\"counter_site\"].astype(str).str.strip() == \"Kurpfalzbrücke\") &\n",
|
||
" d[\"t\"].notna()\n",
|
||
"]\n",
|
||
"d[\"metric\"] = pd.to_numeric(d[\"channels_all\"], errors=\"coerce\").fillna(0)\n",
|
||
"\n",
|
||
"# --- 2) Tageswerte -> Monatssummen je Jahr ---\n",
|
||
"daily = d.groupby(d[\"t\"].dt.floor(\"D\"))[\"metric\"].sum().reset_index(name=\"metric\")\n",
|
||
"daily[\"year\"] = daily[\"t\"].dt.year\n",
|
||
"daily[\"month\"] = daily[\"t\"].dt.month\n",
|
||
"daily = daily[daily[\"year\"].isin(years)]\n",
|
||
"\n",
|
||
"m = daily.groupby([\"year\", \"month\"])[\"metric\"].sum().reset_index(name=\"month_sum\")\n",
|
||
"\n",
|
||
"# Pivot für Plot (Monate 1..12 als Index, Jahre als Spalten)\n",
|
||
"sum_pivot = (m.pivot(index=\"month\", columns=\"year\", values=\"month_sum\")\n",
|
||
" .reindex(range(1, 13), fill_value=0))\n",
|
||
"\n",
|
||
"\n",
|
||
"daily = d.groupby(d[\"t\"].dt.floor(\"D\"))[\"metric\"].sum().reset_index(name=\"metric\")\n",
|
||
"daily[\"year\"] = daily[\"t\"].dt.year\n",
|
||
"daily[\"month\"] = daily[\"t\"].dt.month\n",
|
||
"daily = daily[daily[\"year\"].isin(years)]\n",
|
||
"\n",
|
||
"daily[\"is_holiday\"] = False\n",
|
||
"\n",
|
||
"m = (daily.groupby([\"year\",\"month\"])\n",
|
||
" .agg(month_sum=(\"metric\",\"sum\"),\n",
|
||
" holiday_share=(\"is_holiday\",\"mean\")) # Anteil Ferientage im Monat\n",
|
||
" .reset_index())\n",
|
||
"\n",
|
||
"sum_pivot = (m.pivot(index=\"month\", columns=\"year\", values=\"month_sum\")\n",
|
||
" .reindex(range(1,13), fill_value=0))\n",
|
||
"hol_pivot = (m.pivot(index=\"month\", columns=\"year\", values=\"holiday_share\")\n",
|
||
" .reindex(range(1,13), fill_value=0))\n",
|
||
"\n",
|
||
"\n",
|
||
"x = np.arange(1, 13)\n",
|
||
"fig, ax = plt.subplots()\n",
|
||
"\n",
|
||
"for y in years:\n",
|
||
" ax.plot(x, sum_pivot[y].to_numpy(), label=str(y))\n",
|
||
"\n",
|
||
"\n",
|
||
"ax.set_xticks(x, labels)\n",
|
||
"ax.set_xlabel(\"Monat\")\n",
|
||
"ax.set_ylabel(\"Summe channels_all\")\n",
|
||
"ax.set_title(\"Mannheim: Monatssumme + Ferienanteil\")\n",
|
||
"ax.legend()\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"# Prognose berechnen für Wachstum im Jahr 2022 mit bezug ob das 9$ Ticket gedämpft hat"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 81,
|
||
"id": "6d892782",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Städte mit Messstationen ab 2015:\n",
|
||
" \n",
|
||
"['König-Karls-Brücke Barometer', 'Wiwilibrücke', 'Thedor-Heuss-Brücke Querschnitt', 'Neckarufer', 'Erbprinzenstraße', 'Barometer Kirchheim u. Teck', 'Untere Hartmattenstraße / Hauptfriedhof', 'Kurpfalzbrücke', 'Unterführung Steinlach/Karlstraße Südseite - Steinlachallee']\n",
|
||
"28366\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Axes: xlabel='year', ylabel='channels_all'>"
|
||
]
|
||
},
|
||
"execution_count": 81,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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Ye++948UXX4zTTjstjjvuODdS26BizZmlS5dGjx49YuzYsbHddtsVdYwUVrHmzBNPPBH77bdf/OEPf4hp06bF3nvvHV/5yldi+vTpRR0vzVesOVNVVRWjR4+OJ554ImbOnBljx46NsWPHxvXXX1/U8dI8xZovqyxYsCCOPPLI2HfffYsyPgqv2HNm1qxZefdnevbsWZRxtmoJNNL8+fOTiEgef/zxJEmSZMGCBUlZWVly99135/rMnDkziYhk6tSpa7z+/PPPT7bbbrs1rs+ePTuJiGT69OktVTopaak588orrySlpaXJ3/72txarnXS01Jz5pBdffDGJiOSJJ54oWO2ko6XmzN13352UlpYmK1euzF279957k0wmkyxbtqzwA6FoWmrOHHbYYckhhxySd+3qq69ONtlkk6ShoaGwg6ComjtnVjnppJOSvffeO9ceM2ZMsvXWW+f1+cY3vpHU1tYWeAQUW0vNmdXtueeeyamnnlrQuklPMebMKoMGDUouuOCCwhROaoo5Z772ta8l3/zmNwtTOKlo6fnyjW98Ixk7dux6/zxO69dSc+bRRx9NIiJ5//33W6z2tsrKGhpt4cKFERHRvXv3iPg4MV2+fHkMHz4812errbaKTTfdNKZOndro9//qV78aPXv2jC996Utx7733FqZoUtVSc+a+++6LzTbbLO6///4YMGBAfOELX4jjjjsu3nvvvcIOgKJr6a8zq9xwww2xxRZbxO677968gkldS82ZIUOGRElJSdx0002xcuXKWLhwYfzP//xPDB8+PMrKygo7CIqqpebM0qVLo7KyMu9a586d45///Ge8+eabBaictBRqzixcuDD3HhERU6dOzXuPiIja2tpm/ftG69BSc4b2q1hzpqGhIT744APzqh0o1pyZPn16PP3007HnnnsWqHLS0JLz5aabbop//OMfcf7557dA5aSlpb/GbL/99tGnT5/Yb7/94qmnnipw9W2TsIZGaWhoiNNOOy2GDRsW22yzTUREzJ07N8rLy2PDDTfM69urV69G7TVYXV0dl112Wdx9993xwAMPxJe+9KU46KCDBDZtXEvOmX/84x/x5ptvxt133x233npr3HzzzTFt2rQ45JBDCjkEiqwl58zqlixZErfddlsce+yxzS2ZlLXknBkwYEA8/PDD8cMf/jAqKipiww03jH/+859x1113FXIIFFlLzpna2tr43e9+F5MnT46GhoZ49dVX47LLLouIj8+ZoG0q1Jx5+umn4ze/+U2ccMIJuWtz586NXr16rfEeixYtio8++qiwA6FoWnLO0D4Vc85ceumlsXjx4vjv//7vgtVP8RVjzmyyySZRUVERQ4cOjVGjRsVxxx1X8HFQHC05X1577bX4wQ9+EL/+9a+jtLS0xcZAcbXknOnTp09cd9118dvf/jZ++9vfRr9+/WKvvfaKP//5zy02nrbC3yAaZdSoUfHyyy/Hk08+WfD33njjjeOMM87ItXfaaad4++234yc/+Ul89atfLfjnURwtOWcaGhpi6dKlceutt8YWW2wRERG/+tWvYsiQITFr1qzYcsstC/6ZtLyWnDOru+eee+KDDz6Io446qkU/h5bXknNm7ty5cfzxx8dRRx0Vhx12WHzwwQdx3nnnxSGHHBKTJk2KTCZT8M+k5bXknDn++OPj73//exx44IGxfPny6Nq1a5x66qkxbty4KCnxe1JtVSHmzMsvvxx1dXVx/vnnx/7771/A6miNzBkaq1hz5vbbb48LLrgg6uvrnQ3QxhVjzvzpT3+KxYsXxzPPPBM/+MEPYvPNN4/DDjusOWWTkpaaLytXrozDDz88Lrjggtx9GdqHlvwas+WWW+bds9ttt93i73//e1xxxRXxP//zP82qu63zEyPrbfTo0XH//ffHo48+Gptssknueu/evWPZsmWxYMGCvP7z5s2L3r17N+szd9lll3j99deb9R6kp6XnTJ8+faK0tDTvG4KBAwdGRMScOXOaVzypKObXmRtuuCEOPPDANX6bmbalpefMtddeG926dYuJEyfGDjvsEHvssUf8+te/jsmTJ8ezzz5bqGFQRC09ZzKZTFxyySWxePHiePPNN2Pu3Lmx8847R0TEZpttVpAxUFyFmDOvvPJK7LvvvnHCCSfE2LFj857r3bt3zJs3b4336Nq1a3Tu3Lmwg6EoWnrO0P4Ua87ceeedcdxxx8Vdd921xvaLtC3FmjMDBgyIwYMHx/HHHx+nn356jBs3rtBDoQhacr588MEH8cILL8To0aOjtLQ0SktLY/z48fGXv/wlSktLY8qUKS06NlpGGt/L7Lzzzu4Bh7CG9ZAkSYwePTruueeemDJlSgwYMCDv+SFDhkRZWVlMnjw5d23WrFkxZ86cqKmpadZnv/jii9GnT59mvQfFV6w5M2zYsFixYkX8/e9/z1179dVXIyKif//+zRwFxVTsrzOzZ8+ORx991BZobVix5syHH364xmqITp06RcTHq/toO4r9daZTp07x+c9/PsrLy+OOO+6Impqa6NGjR7PHQfEUas7MmDEj9t577zjqqKPioosuWuNzampq8t4jImLSpEnN/j6a4ivWnKH9KOacueOOO+Loo4+OO+64I0aMGNEyA6LFpfl1ZtXOFrQdxZgvXbt2jZdeeilefPHF3OPEE0+MLbfcMl588cXYZZddWnaQFFSaX2PcA/7/EliH7373u0m3bt2Sxx57LHnnnXdyjw8//DDX58QTT0w23XTTZMqUKckLL7yQ1NTUJDU1NXnv89prryXTp09PvvOd7yRbbLFFMn369GT69OnJ0qVLkyRJkptvvjm5/fbbk5kzZyYzZ85MLrrooqSkpCS58cYbizpemq9Yc2blypXJjjvumOyxxx7Jn//85+SFF15Idtlll2S//fYr6nhpvmLNmVXGjh2b9O3bN1mxYkVRxkfhFWvOTJ48OclkMskFF1yQvPrqq8m0adOS2trapH///nmfRetXrDnz7rvvJj//+c+TmTNnJtOnT09OOeWUpLKyMnn22WeLOl6arxBz5qWXXkp69OiRfPOb38x7j/nz5+f6/OMf/0i6dOmSnHXWWcnMmTOTa6+9NunUqVPy4IMPFnW8NF+x5kySJLmvPUOGDEkOP/zwZPr06cmMGTOKNlYKo1hz5rbbbktKS0uTa6+9Nq/PggULijpemq9Yc+aaa65J7r333uTVV19NXn311eSGG25INthgg+Scc84p6nhpnmL+u7S6888/P9luu+1acmi0kGLNmSuuuCL5/e9/n7z22mvJSy+9lJx66qlJSUlJ8sgjjxR1vK2RsIZ1ioi1Pm666aZcn48++ig56aSTks997nNJly5dkq997WvJO++8k/c+e+6551rfZ/bs2UmSfBzWDBw4MOnSpUvStWvXZOedd07uvvvuIo6UQinWnEmSJPnXv/6VHHzwwUl1dXXSq1ev5Nvf/nby73//u0gjpVCKOWdWrlyZbLLJJskPf/jDIo2OllDMOXPHHXckO+ywQ1JVVZX06NEj+epXv5rMnDmzSCOlUIo1Z959991k1113TaqqqpIuXbok++67b/LMM88UcaQUSiHmzPnnn7/W9+jfv3/eZz366KPJ9ttvn5SXlyebbbZZ3mfQdhRzzqxPH1q/Ys2ZT/u366ijjireYCmIYs2Zq6++Otl6661z92d22GGH5Gc/+1mycuXKIo6W5irmv0urE9a0XcWaM5dccknyX//1X0llZWXSvXv3ZK+99kqmTJlSxJG2XpkkSZIAAAAAAAAgFc6sAQAAAAAASJGwBgAAAAAAIEXCGgAAAAAAgBQJawAAAAAAAFIkrAEAAAAAAEiRsAYAAAAAACBFwhoAAAAAAIAUCWsAAAAAAABSJKwBAAAAAABIkbAGAACglVi5cmU0NDSkXQYAAFBkwhoAAIC1uPXWW2OjjTaKpUuX5l0/6KCD4lvf+lZERNTX18eOO+4YlZWVsdlmm8UFF1wQK1asyPW9/PLLY/DgwVFVVRX9+vWLk046KRYvXpx7/uabb44NN9ww7r333hg0aFBUVFTEnDlzijNAAACg1RDWAAAArMXXv/71WLlyZdx77725a/Pnz48HHnggjjnmmPjTn/4URx55ZJx66qnxyiuvxC9+8Yu4+eab46KLLsr1LykpiauvvjpmzJgRt9xyS0yZMiXGjBmT9zkffvhhXHLJJXHDDTfEjBkzomfPnkUbIwAA0DpkkiRJ0i4CAACgNTrppJPijTfeiD/84Q8R8fFKmWuvvTZef/312G+//WLfffeNs88+O9f/17/+dYwZMybefvvttb7f//7v/8aJJ54Y//d//xcRH6+sOfroo+PFF1+M7bbbruUHBAAAtErCGgAAgE8xffr02GmnneLNN9+Mz3/+87HtttvG17/+9Tj33HOjR48esXjx4ujUqVOu/8qVK2PJkiWRzWajS5cu8cgjj8SECRPib3/7WyxatChWrFiR9/zNN98c3/nOd2LJkiWRyWRSHCkAAJCm0rQLAAAAaK122GGH2G677eLWW2+N/fffP2bMmBEPPPBAREQsXrw4Lrjggjj44IPXeF1lZWW88cYbceCBB8Z3v/vduOiii6J79+7x5JNPxrHHHhvLli2LLl26RERE586dBTUAANDBCWsAAAA+w3HHHRdXXnll/Otf/4rhw4dHv379IiJixx13jFmzZsXmm2++1tdNmzYtGhoa4rLLLouSko+PC73rrruKVjcAANB2CGsAAAA+w+GHHx7f+9734pe//GXceuutuevnnXdeHHjggbHpppvGIYccEiUlJfGXv/wlXn755bjwwgtj8803j+XLl8dPf/rT+MpXvhJPPfVUXHfddSmOBAAAaK1K0i4AAACgNevWrVuMHDkyqqur46CDDspdr62tjfvvvz8efvjh2GmnnWLXXXeNK664Ivr37x8REdttt11cfvnlcckll8Q222wTt912W0yYMCGlUQAAAK1ZJkmSJO0iAAAAWrN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|
||
"text/plain": [
|
||
"<Figure size 2000x1000 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"\n",
|
||
"grouped_df = df_backup.groupby(\"domain_name\")\n",
|
||
"print(\"Städte mit Messstationen ab 2015:\\n \")\n",
|
||
"biggest_stations = []\n",
|
||
"for name, group in grouped_df:\n",
|
||
" first_year = min(group[\"year\"])\n",
|
||
" if first_year <= 2014:\n",
|
||
" # city has station with first year before 2015\n",
|
||
" # print(group[\"domain_name\"].iloc[0])\n",
|
||
" means_2015 = group.groupby(\"counter_site\")[\"channels_all\"].mean()\n",
|
||
" \n",
|
||
" biggest_station_in_city = means_2015.idxmax()\n",
|
||
" biggest_stations.append(biggest_station_in_city)\n",
|
||
" \n",
|
||
"print(biggest_stations)\n",
|
||
"df_with_biggest = df[df[\"counter_site\"].isin(biggest_stations)]\n",
|
||
"print(len(df_with_biggest))\n",
|
||
"# remove entries from before 2015\n",
|
||
"df_with_biggest_after_2015 = df_with_biggest[df_with_biggest[\"year\"]>=2015]\n",
|
||
"len(df_with_biggest_after_2015)\n",
|
||
"fig = plt.figure(figsize=(20, 10))\n",
|
||
"\n",
|
||
"sns.barplot(df_with_biggest_after_2015, x=\"year\", y=\"channels_all\", hue=\"counter_site\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "13aeefb6",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Poster\n",
|
||
"### Einleitung\n",
|
||
"Der Radverkehr gewinnt als umweltfreundliche und flächeneffiziente Verkehrsform in Städten zunehmend an Bedeutung. Um Infrastruktur und Mobilitätsangebote bedarfsgerecht planen zu können, werden in Baden-Württemberg an zahlreichen Standorten automatische Fahrradzählstationen betrieben. Im Rahmen einer explorativen Datenanalyse werten wir Zähldaten aus mehreren Städten in Baden-Württemberg aus, mit einem besonderen Fokus auf die Stadt Mannheim. Die Analyse umfasst sowohl Tageszählwerte über den Zeitraum von 2014 bis 2024 als auch stündliche Zählwerte für ausgewählte Mannheimer Stationen. Ergänzend stehen wetterbezogene Variablen wie Temperatur, Regen- und Schneehöhe zur Verfügung. Ziel ist es, zeitliche Muster und Trends im Fahrradverkehrsaufkommen zu identifizieren. Sowohl im Tagesverlauf (z.B. Berufsverkehrsspitzen) als auch über die Jahre hinweg und den Einfluss von Standortunterschieden und Witterung auf das gemessene Radverkehrsaufkommen besser zu verstehen.\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 82,
|
||
"id": "ee13f17d",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Ausgewählte Stationen (Top 5 Städte): ['Wiwilibrücke', 'Unterführung Steinlach/Karlstraße Südseite - Steinlachallee', 'Plöck', 'Erbprinzenstraße', 'Renzstraße']\n"
|
||
]
|
||
},
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"/tmp/ipykernel_88555/3805953305.py:43: 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_with_biggest_after_2015[\"counter_site_short\"] = df_with_biggest_after_2015[\"counter_site\"]\n",
|
||
"/tmp/ipykernel_88555/3805953305.py:49: 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_with_biggest_after_2015[\"city_station\"] = (\n"
|
||
]
|
||
},
|
||
{
|
||
"ename": "KeyboardInterrupt",
|
||
"evalue": "",
|
||
"output_type": "error",
|
||
"traceback": [
|
||
"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
|
||
"\u001b[31mKeyboardInterrupt\u001b[39m Traceback (most recent call last)",
|
||
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[82]\u001b[39m\u001b[32m, line 73\u001b[39m\n\u001b[32m 68\u001b[39m ax.set_title(\n\u001b[32m 69\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mVerlauf der gezählten Fahrradpassagen ab 2015 – Top-5-Städte (größte Zählstation je Stadt)\u001b[39m\u001b[33m\"\u001b[39m,\n\u001b[32m 70\u001b[39m fontsize=\u001b[32m16\u001b[39m\n\u001b[32m 71\u001b[39m )\n\u001b[32m 72\u001b[39m plt.tight_layout()\n\u001b[32m---> \u001b[39m\u001b[32m73\u001b[39m \u001b[43mplt\u001b[49m\u001b[43m.\u001b[49m\u001b[43mshow\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/pyplot.py:613\u001b[39m, in \u001b[36mshow\u001b[39m\u001b[34m(*args, **kwargs)\u001b[39m\n\u001b[32m 569\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 570\u001b[39m \u001b[33;03mDisplay all open figures.\u001b[39;00m\n\u001b[32m 571\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 610\u001b[39m \u001b[33;03mexplicitly there.\u001b[39;00m\n\u001b[32m 611\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 612\u001b[39m _warn_if_gui_out_of_main_thread()\n\u001b[32m--> \u001b[39m\u001b[32m613\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_get_backend_mod\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43mshow\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib_inline/backend_inline.py:90\u001b[39m, in \u001b[36mshow\u001b[39m\u001b[34m(close, block)\u001b[39m\n\u001b[32m 88\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 89\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m figure_manager \u001b[38;5;129;01min\u001b[39;00m Gcf.get_all_fig_managers():\n\u001b[32m---> \u001b[39m\u001b[32m90\u001b[39m \u001b[43mdisplay\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 91\u001b[39m \u001b[43m \u001b[49m\u001b[43mfigure_manager\u001b[49m\u001b[43m.\u001b[49m\u001b[43mcanvas\u001b[49m\u001b[43m.\u001b[49m\u001b[43mfigure\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 92\u001b[39m \u001b[43m \u001b[49m\u001b[43mmetadata\u001b[49m\u001b[43m=\u001b[49m\u001b[43m_fetch_figure_metadata\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfigure_manager\u001b[49m\u001b[43m.\u001b[49m\u001b[43mcanvas\u001b[49m\u001b[43m.\u001b[49m\u001b[43mfigure\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 93\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 94\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 95\u001b[39m show._to_draw = []\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/IPython/core/display_functions.py:278\u001b[39m, in \u001b[36mdisplay\u001b[39m\u001b[34m(include, exclude, metadata, transient, display_id, raw, clear, *objs, **kwargs)\u001b[39m\n\u001b[32m 276\u001b[39m publish_display_data(data=obj, metadata=metadata, **kwargs)\n\u001b[32m 277\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m278\u001b[39m format_dict, md_dict = \u001b[38;5;28;43mformat\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43minclude\u001b[49m\u001b[43m=\u001b[49m\u001b[43minclude\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexclude\u001b[49m\u001b[43m=\u001b[49m\u001b[43mexclude\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 279\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m format_dict:\n\u001b[32m 280\u001b[39m \u001b[38;5;66;03m# nothing to display (e.g. _ipython_display_ took over)\u001b[39;00m\n\u001b[32m 281\u001b[39m \u001b[38;5;28;01mcontinue\u001b[39;00m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/IPython/core/formatters.py:238\u001b[39m, in \u001b[36mDisplayFormatter.format\u001b[39m\u001b[34m(self, obj, include, exclude)\u001b[39m\n\u001b[32m 236\u001b[39m md = \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m 237\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m238\u001b[39m data = \u001b[43mformatter\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 239\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m:\n\u001b[32m 240\u001b[39m \u001b[38;5;66;03m# FIXME: log the exception\u001b[39;00m\n\u001b[32m 241\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/decorator.py:235\u001b[39m, in \u001b[36mdecorate.<locals>.fun\u001b[39m\u001b[34m(*args, **kw)\u001b[39m\n\u001b[32m 233\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m kwsyntax:\n\u001b[32m 234\u001b[39m args, kw = fix(args, kw, sig)\n\u001b[32m--> \u001b[39m\u001b[32m235\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mcaller\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m(\u001b[49m\u001b[43mextras\u001b[49m\u001b[43m \u001b[49m\u001b[43m+\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkw\u001b[49m\u001b[43m)\u001b[49m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/IPython/core/formatters.py:282\u001b[39m, in \u001b[36mcatch_format_error\u001b[39m\u001b[34m(method, self, *args, **kwargs)\u001b[39m\n\u001b[32m 280\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"show traceback on failed format call\"\"\"\u001b[39;00m\n\u001b[32m 281\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m282\u001b[39m r = \u001b[43mmethod\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 283\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m:\n\u001b[32m 284\u001b[39m \u001b[38;5;66;03m# don't warn on NotImplementedErrors\u001b[39;00m\n\u001b[32m 285\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m._check_return(\u001b[38;5;28;01mNone\u001b[39;00m, args[\u001b[32m0\u001b[39m])\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/IPython/core/formatters.py:402\u001b[39m, in \u001b[36mBaseFormatter.__call__\u001b[39m\u001b[34m(self, obj)\u001b[39m\n\u001b[32m 400\u001b[39m \u001b[38;5;28;01mpass\u001b[39;00m\n\u001b[32m 401\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m402\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mprinter\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 403\u001b[39m \u001b[38;5;66;03m# Finally look for special method names\u001b[39;00m\n\u001b[32m 404\u001b[39m method = get_real_method(obj, \u001b[38;5;28mself\u001b[39m.print_method)\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/IPython/core/pylabtools.py:170\u001b[39m, in \u001b[36mprint_figure\u001b[39m\u001b[34m(fig, fmt, bbox_inches, base64, **kwargs)\u001b[39m\n\u001b[32m 167\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mmatplotlib\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mbackend_bases\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m FigureCanvasBase\n\u001b[32m 168\u001b[39m FigureCanvasBase(fig)\n\u001b[32m--> \u001b[39m\u001b[32m170\u001b[39m \u001b[43mfig\u001b[49m\u001b[43m.\u001b[49m\u001b[43mcanvas\u001b[49m\u001b[43m.\u001b[49m\u001b[43mprint_figure\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbytes_io\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkw\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 171\u001b[39m data = bytes_io.getvalue()\n\u001b[32m 172\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m fmt == \u001b[33m'\u001b[39m\u001b[33msvg\u001b[39m\u001b[33m'\u001b[39m:\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/backend_bases.py:2157\u001b[39m, in \u001b[36mFigureCanvasBase.print_figure\u001b[39m\u001b[34m(self, filename, dpi, facecolor, edgecolor, orientation, format, bbox_inches, pad_inches, bbox_extra_artists, backend, **kwargs)\u001b[39m\n\u001b[32m 2154\u001b[39m \u001b[38;5;66;03m# we do this instead of `self.figure.draw_without_rendering`\u001b[39;00m\n\u001b[32m 2155\u001b[39m \u001b[38;5;66;03m# so that we can inject the orientation\u001b[39;00m\n\u001b[32m 2156\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mgetattr\u001b[39m(renderer, \u001b[33m\"\u001b[39m\u001b[33m_draw_disabled\u001b[39m\u001b[33m\"\u001b[39m, nullcontext)():\n\u001b[32m-> \u001b[39m\u001b[32m2157\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mfigure\u001b[49m\u001b[43m.\u001b[49m\u001b[43mdraw\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 2158\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m bbox_inches:\n\u001b[32m 2159\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m bbox_inches == \u001b[33m\"\u001b[39m\u001b[33mtight\u001b[39m\u001b[33m\"\u001b[39m:\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/artist.py:94\u001b[39m, in \u001b[36m_finalize_rasterization.<locals>.draw_wrapper\u001b[39m\u001b[34m(artist, renderer, *args, **kwargs)\u001b[39m\n\u001b[32m 92\u001b[39m \u001b[38;5;129m@wraps\u001b[39m(draw)\n\u001b[32m 93\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mdraw_wrapper\u001b[39m(artist, renderer, *args, **kwargs):\n\u001b[32m---> \u001b[39m\u001b[32m94\u001b[39m result = \u001b[43mdraw\u001b[49m\u001b[43m(\u001b[49m\u001b[43martist\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 95\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m renderer._rasterizing:\n\u001b[32m 96\u001b[39m renderer.stop_rasterizing()\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization.<locals>.draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mdraw\u001b[49m\u001b[43m(\u001b[49m\u001b[43martist\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/figure.py:3257\u001b[39m, in \u001b[36mFigure.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3254\u001b[39m \u001b[38;5;66;03m# ValueError can occur when resizing a window.\u001b[39;00m\n\u001b[32m 3256\u001b[39m \u001b[38;5;28mself\u001b[39m.patch.draw(renderer)\n\u001b[32m-> \u001b[39m\u001b[32m3257\u001b[39m \u001b[43mmimage\u001b[49m\u001b[43m.\u001b[49m\u001b[43m_draw_list_compositing_images\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 3258\u001b[39m \u001b[43m \u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43martists\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43msuppressComposite\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 3260\u001b[39m renderer.close_group(\u001b[33m'\u001b[39m\u001b[33mfigure\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3261\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/image.py:134\u001b[39m, in \u001b[36m_draw_list_compositing_images\u001b[39m\u001b[34m(renderer, parent, artists, suppress_composite)\u001b[39m\n\u001b[32m 132\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m not_composite \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m has_images:\n\u001b[32m 133\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m artists:\n\u001b[32m--> \u001b[39m\u001b[32m134\u001b[39m \u001b[43ma\u001b[49m\u001b[43m.\u001b[49m\u001b[43mdraw\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 135\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 136\u001b[39m \u001b[38;5;66;03m# Composite any adjacent images together\u001b[39;00m\n\u001b[32m 137\u001b[39m image_group = []\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization.<locals>.draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mdraw\u001b[49m\u001b[43m(\u001b[49m\u001b[43martist\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/axes/_base.py:3226\u001b[39m, in \u001b[36m_AxesBase.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3223\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artists_rasterized:\n\u001b[32m 3224\u001b[39m _draw_rasterized(\u001b[38;5;28mself\u001b[39m.get_figure(root=\u001b[38;5;28;01mTrue\u001b[39;00m), artists_rasterized, renderer)\n\u001b[32m-> \u001b[39m\u001b[32m3226\u001b[39m \u001b[43mmimage\u001b[49m\u001b[43m.\u001b[49m\u001b[43m_draw_list_compositing_images\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 3227\u001b[39m \u001b[43m \u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43martists\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mget_figure\u001b[49m\u001b[43m(\u001b[49m\u001b[43mroot\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43msuppressComposite\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 3229\u001b[39m renderer.close_group(\u001b[33m'\u001b[39m\u001b[33maxes\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3230\u001b[39m \u001b[38;5;28mself\u001b[39m.stale = \u001b[38;5;28;01mFalse\u001b[39;00m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/image.py:134\u001b[39m, in \u001b[36m_draw_list_compositing_images\u001b[39m\u001b[34m(renderer, parent, artists, suppress_composite)\u001b[39m\n\u001b[32m 132\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m not_composite \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m has_images:\n\u001b[32m 133\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m artists:\n\u001b[32m--> \u001b[39m\u001b[32m134\u001b[39m \u001b[43ma\u001b[49m\u001b[43m.\u001b[49m\u001b[43mdraw\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 135\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 136\u001b[39m \u001b[38;5;66;03m# Composite any adjacent images together\u001b[39;00m\n\u001b[32m 137\u001b[39m image_group = []\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization.<locals>.draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mdraw\u001b[49m\u001b[43m(\u001b[49m\u001b[43martist\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrenderer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/axis.py:1404\u001b[39m, in \u001b[36mAxis.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 1401\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[32m 1402\u001b[39m renderer.open_group(\u001b[34m__name__\u001b[39m, gid=\u001b[38;5;28mself\u001b[39m.get_gid())\n\u001b[32m-> \u001b[39m\u001b[32m1404\u001b[39m ticks_to_draw = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_update_ticks\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 1405\u001b[39m tlb1, tlb2 = \u001b[38;5;28mself\u001b[39m._get_ticklabel_bboxes(ticks_to_draw, renderer)\n\u001b[32m 1407\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m tick \u001b[38;5;129;01min\u001b[39;00m ticks_to_draw:\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/axis.py:1281\u001b[39m, in \u001b[36mAxis._update_ticks\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 1276\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_update_ticks\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[32m 1277\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 1278\u001b[39m \u001b[33;03m Update ticks (position and labels) using the current data interval of\u001b[39;00m\n\u001b[32m 1279\u001b[39m \u001b[33;03m the axes. Return the list of ticks that will be drawn.\u001b[39;00m\n\u001b[32m 1280\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m1281\u001b[39m major_locs = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mget_majorticklocs\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 1282\u001b[39m major_labels = \u001b[38;5;28mself\u001b[39m.major.formatter.format_ticks(major_locs)\n\u001b[32m 1283\u001b[39m major_ticks = \u001b[38;5;28mself\u001b[39m.get_major_ticks(\u001b[38;5;28mlen\u001b[39m(major_locs))\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/axis.py:1525\u001b[39m, in \u001b[36mAxis.get_majorticklocs\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 1523\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mget_majorticklocs\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[32m 1524\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Return this Axis' major tick locations in data coordinates.\"\"\"\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m1525\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mmajor\u001b[49m\u001b[43m.\u001b[49m\u001b[43mlocator\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/ticker.py:2230\u001b[39m, in \u001b[36mMaxNLocator.__call__\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 2228\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[32m 2229\u001b[39m vmin, vmax = \u001b[38;5;28mself\u001b[39m.axis.get_view_interval()\n\u001b[32m-> \u001b[39m\u001b[32m2230\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mtick_values\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvmin\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvmax\u001b[49m\u001b[43m)\u001b[49m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/ticker.py:2238\u001b[39m, in \u001b[36mMaxNLocator.tick_values\u001b[39m\u001b[34m(self, vmin, vmax)\u001b[39m\n\u001b[32m 2235\u001b[39m vmin = -vmax\n\u001b[32m 2236\u001b[39m vmin, vmax = mtransforms.nonsingular(\n\u001b[32m 2237\u001b[39m vmin, vmax, expander=\u001b[32m1e-13\u001b[39m, tiny=\u001b[32m1e-14\u001b[39m)\n\u001b[32m-> \u001b[39m\u001b[32m2238\u001b[39m locs = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_raw_ticks\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvmin\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvmax\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 2240\u001b[39m prune = \u001b[38;5;28mself\u001b[39m._prune\n\u001b[32m 2241\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m prune == \u001b[33m'\u001b[39m\u001b[33mlower\u001b[39m\u001b[33m'\u001b[39m:\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/ticker.py:2168\u001b[39m, in \u001b[36mMaxNLocator._raw_ticks\u001b[39m\u001b[34m(self, vmin, vmax)\u001b[39m\n\u001b[32m 2166\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m._nbins == \u001b[33m'\u001b[39m\u001b[33mauto\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m 2167\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.axis \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m2168\u001b[39m nbins = np.clip(\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43maxis\u001b[49m\u001b[43m.\u001b[49m\u001b[43mget_tick_space\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m,\n\u001b[32m 2169\u001b[39m \u001b[38;5;28mmax\u001b[39m(\u001b[32m1\u001b[39m, \u001b[38;5;28mself\u001b[39m._min_n_ticks - \u001b[32m1\u001b[39m), \u001b[32m9\u001b[39m)\n\u001b[32m 2170\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 2171\u001b[39m nbins = \u001b[32m9\u001b[39m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/axis.py:2581\u001b[39m, in \u001b[36mXAxis.get_tick_space\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 2580\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mget_tick_space\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[32m-> \u001b[39m\u001b[32m2581\u001b[39m ends = \u001b[43mmtransforms\u001b[49m\u001b[43m.\u001b[49m\u001b[43mBbox\u001b[49m\u001b[43m.\u001b[49m\u001b[43munit\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43mtransformed\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 2582\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43maxes\u001b[49m\u001b[43m.\u001b[49m\u001b[43mtransAxes\u001b[49m\u001b[43m \u001b[49m\u001b[43m-\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mget_figure\u001b[49m\u001b[43m(\u001b[49m\u001b[43mroot\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43mdpi_scale_trans\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 2583\u001b[39m length = ends.width * \u001b[32m72\u001b[39m\n\u001b[32m 2584\u001b[39m \u001b[38;5;66;03m# There is a heuristic here that the aspect ratio of tick text\u001b[39;00m\n\u001b[32m 2585\u001b[39m \u001b[38;5;66;03m# is no more than 3:1\u001b[39;00m\n",
|
||
"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/WS26/DAT_Projekt/.venv/lib/python3.12/site-packages/matplotlib/transforms.py:466\u001b[39m, in \u001b[36mBboxBase.transformed\u001b[39m\u001b[34m(self, transform)\u001b[39m\n\u001b[32m 462\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 463\u001b[39m \u001b[33;03mConstruct a `Bbox` by statically transforming this one by *transform*.\u001b[39;00m\n\u001b[32m 464\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 465\u001b[39m pts = \u001b[38;5;28mself\u001b[39m.get_points()\n\u001b[32m--> \u001b[39m\u001b[32m466\u001b[39m ll, ul, lr = transform.transform(\u001b[43mnp\u001b[49m\u001b[43m.\u001b[49m\u001b[43marray\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 467\u001b[39m \u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43mpts\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43mpts\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpts\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43mpts\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpts\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m]\u001b[49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[32m 468\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m Bbox([ll, [lr[\u001b[32m0\u001b[39m], ul[\u001b[32m1\u001b[39m]]])\n",
|
||
"\u001b[31mKeyboardInterrupt\u001b[39m: "
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# 1. Sicherstellen, dass wir mit df_backup arbeiten\n",
|
||
"df = df_backup.copy()\n",
|
||
"\n",
|
||
"grouped_df = df.groupby(\"domain_name\")\n",
|
||
"\n",
|
||
"city_best_station = [] # (city, best_station, mean_2015)\n",
|
||
"\n",
|
||
"for city, city_df in grouped_df:\n",
|
||
" # Hat die Stadt eine Station vor 2015?\n",
|
||
" first_year_in_city = city_df[\"year\"].min()\n",
|
||
" if first_year_in_city > 2014:\n",
|
||
" continue\n",
|
||
"\n",
|
||
" city_2015 = city_df[city_df[\"year\"] == 2015]\n",
|
||
" if city_2015.empty:\n",
|
||
" continue\n",
|
||
"\n",
|
||
" means_2015 = city_2015.groupby(\"counter_site\")[\"channels_all\"].mean()\n",
|
||
" best_station = means_2015.idxmax()\n",
|
||
" best_mean_2015 = means_2015.max()\n",
|
||
"\n",
|
||
" city_best_station.append((city, best_station, best_mean_2015))\n",
|
||
"\n",
|
||
"# 2. Nach mean_2015 sortieren und Top 5 nehmen\n",
|
||
"city_best_station_sorted = sorted(\n",
|
||
" city_best_station,\n",
|
||
" key=lambda x: x[2], # sortiere nach best_mean_2015\n",
|
||
" reverse=True\n",
|
||
")\n",
|
||
"\n",
|
||
"top5 = city_best_station_sorted[:5]\n",
|
||
"\n",
|
||
"# 3. Nur Stationen der Top-5-Städte\n",
|
||
"biggest_stations = [entry[1] for entry in top5]\n",
|
||
"print(\"Ausgewählte Stationen (Top 5 Städte):\", biggest_stations)\n",
|
||
"\n",
|
||
"# 4. DataFrame nur mit diesen Stationen\n",
|
||
"df_with_biggest = df[df[\"counter_site\"].isin(biggest_stations)]\n",
|
||
"\n",
|
||
"# 5. Nur Jahre ab 2015\n",
|
||
"df_with_biggest_after_2015 = df_with_biggest[df_with_biggest[\"year\"] >= 2015]\n",
|
||
"\n",
|
||
"df_with_biggest_after_2015[\"counter_site_short\"] = df_with_biggest_after_2015[\"counter_site\"]\n",
|
||
"\n",
|
||
"df_with_biggest_after_2015.loc[\n",
|
||
" df_with_biggest_after_2015[\"counter_site\"] == \"Unterführung Steinlach/Karlstraße Südseite - Steinlachallee\",\n",
|
||
" \"counter_site_short\"\n",
|
||
"] = \"Unterführung Steinlachallee\"\n",
|
||
"df_with_biggest_after_2015[\"city_station\"] = (\n",
|
||
" df_with_biggest_after_2015[\"domain_name\"] + \" – \" + df_with_biggest_after_2015[\"counter_site_short\"]\n",
|
||
")\n",
|
||
"\n",
|
||
"# 6. Plot\n",
|
||
"plt.figure(figsize=(20, 10))\n",
|
||
"ax = sns.lineplot(\n",
|
||
" data=df_with_biggest_after_2015,\n",
|
||
" x=\"year\",\n",
|
||
" y=\"channels_all\",\n",
|
||
" hue=\"city_station\",\n",
|
||
")\n",
|
||
"ax.set_ylabel(\"Fahrradpassagen\", fontsize=14)\n",
|
||
"ax.set_xlabel(\"Jahr\", fontsize=14)\n",
|
||
"legend = ax.legend(\n",
|
||
" title=\"Stadt mit Stationsname\"\n",
|
||
")\n",
|
||
"ax.tick_params(labelsize=12)\n",
|
||
"\n",
|
||
"ax.set_title(\n",
|
||
" \"Verlauf der gezählten Fahrradpassagen ab 2015 – Top-5-Städte (größte Zählstation je Stadt)\",\n",
|
||
" fontsize=16\n",
|
||
")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "dat (3.12.3)",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.12.3"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|