diff --git a/extras/environment.yml b/extras/environment.yml
index fe32e4ca..172a87bb 100644
--- a/extras/environment.yml
+++ b/extras/environment.yml
@@ -37,6 +37,7 @@ dependencies:
# needed for plotly
# https://plotly.com/python/getting-started/#jupyterlab-support
- ipywidgets>=7.6
+ - matplotlib
## CI ##
- jinja2
diff --git a/lecture_4.ipynb b/lecture_4.ipynb
index 6df62af4..72c8e878 100644
--- a/lecture_4.ipynb
+++ b/lecture_4.ipynb
@@ -109,14 +109,14 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/var/folders/kr/nx0m1j811kz5vy8c87ffchzr0000gn/T/ipykernel_39361/461306798.py:1: DtypeWarning: Columns (8,20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+ "/var/folders/kr/nx0m1j811kz5vy8c87ffchzr0000gn/T/ipykernel_81097/2961149780.py:1: DtypeWarning: Columns (8,20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" requests = pd.read_csv(\n"
]
}
],
"source": [
"requests = pd.read_csv(\n",
- " \"https://storage.googleapis.com/python-public-policy2/data/311_requests_2018-19_sample_clean.csv.zip\"\n",
+ " \"./data/311_requests_2018-19_sample_clean.csv.zip\"\n",
")"
]
},
@@ -857,7 +857,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 38,
"metadata": {
"editable": true,
"slideshow": {
@@ -867,1735 +867,23 @@
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+ "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[38], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m fig \u001b[38;5;241m=\u001b[39m \u001b[43mnoise_per_day\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mplot\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mline\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 2\u001b[0m \u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mCreated Date\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcount_requests\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4\u001b[0m \u001b[43m \u001b[49m\u001b[43mtitle\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mNoise complaints per day\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 5\u001b[0m \u001b[43m)\u001b[49m\n\u001b[1;32m 6\u001b[0m fig\u001b[38;5;241m.\u001b[39mshow()\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/plotting/_core.py:1101\u001b[0m, in \u001b[0;36mPlotAccessor.line\u001b[0;34m(self, x, y, **kwargs)\u001b[0m\n\u001b[1;32m 1035\u001b[0m \u001b[38;5;129m@Appender\u001b[39m(\n\u001b[1;32m 1036\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 1037\u001b[0m \u001b[38;5;124;03m See Also\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 1093\u001b[0m \u001b[38;5;28mself\u001b[39m, x: Hashable \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m, y: Hashable \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 1094\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m PlotAccessor:\n\u001b[1;32m 1095\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 1096\u001b[0m \u001b[38;5;124;03m Plot Series or DataFrame as lines.\u001b[39;00m\n\u001b[1;32m 1097\u001b[0m \n\u001b[1;32m 1098\u001b[0m \u001b[38;5;124;03m This function is useful to plot lines using DataFrame's values\u001b[39;00m\n\u001b[1;32m 1099\u001b[0m \u001b[38;5;124;03m as coordinates.\u001b[39;00m\n\u001b[1;32m 1100\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m-> 1101\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mkind\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mline\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43my\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/plotting/_core.py:951\u001b[0m, in \u001b[0;36mPlotAccessor.__call__\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 950\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m--> 951\u001b[0m plot_backend \u001b[38;5;241m=\u001b[39m \u001b[43m_get_plot_backend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpop\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mbackend\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 953\u001b[0m x, y, kind, kwargs \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_call_args(\n\u001b[1;32m 954\u001b[0m plot_backend\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_parent, args, kwargs\n\u001b[1;32m 955\u001b[0m )\n\u001b[1;32m 957\u001b[0m kind \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_kind_aliases\u001b[38;5;241m.\u001b[39mget(kind, kind)\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/plotting/_core.py:1947\u001b[0m, in \u001b[0;36m_get_plot_backend\u001b[0;34m(backend)\u001b[0m\n\u001b[1;32m 1944\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m backend_str \u001b[38;5;129;01min\u001b[39;00m _backends:\n\u001b[1;32m 1945\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _backends[backend_str]\n\u001b[0;32m-> 1947\u001b[0m module \u001b[38;5;241m=\u001b[39m \u001b[43m_load_backend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbackend_str\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1948\u001b[0m _backends[backend_str] \u001b[38;5;241m=\u001b[39m module\n\u001b[1;32m 1949\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m module\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/plotting/_core.py:1877\u001b[0m, in \u001b[0;36m_load_backend\u001b[0;34m(backend)\u001b[0m\n\u001b[1;32m 1875\u001b[0m module \u001b[38;5;241m=\u001b[39m importlib\u001b[38;5;241m.\u001b[39mimport_module(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpandas.plotting._matplotlib\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 1876\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m:\n\u001b[0;32m-> 1877\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m(\n\u001b[1;32m 1878\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmatplotlib is required for plotting when the \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1879\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdefault backend \u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmatplotlib\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m is selected.\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 1880\u001b[0m ) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 1881\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m module\n\u001b[1;32m 1883\u001b[0m found_backend \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n",
+ "\u001b[0;31mImportError\u001b[0m: matplotlib is required for plotting when the default backend \"matplotlib\" is selected."
+ ]
}
],
"source": [
- "fig = px.line(\n",
- " noise_per_day,\n",
+ "fig = noise_per_day.plot.line(\n",
" x=\"Created Date\",\n",
" y=\"count_requests\",\n",
" title=\"Noise complaints per day\",\n",
@@ -2629,7 +917,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 36,
"metadata": {
"slideshow": {
"slide_type": "-"
@@ -2637,1713 +925,39 @@
},
"outputs": [
{
- "data": {
- "application/vnd.plotly.v1+json": {
- "config": {
- "plotlyServerURL": "https://plot.ly"
- },
- "data": [
- {
- "hovertemplate": "Created Date=%{x}
count_requests=%{y}",
- "legendgroup": "",
- "line": {
- "color": "#636efa",
- "dash": "solid"
- },
- "marker": {
- "symbol": "circle"
- },
- "mode": "lines",
- "name": "",
- "orientation": "v",
- "showlegend": false,
- "type": "scatter",
- "x": [
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+ "ename": "DataError",
+ "evalue": "Cannot aggregate non-numeric type: object",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/core/window/rolling.py:370\u001b[0m, in \u001b[0;36mBaseWindow._prep_values\u001b[0;34m(self, values)\u001b[0m\n\u001b[1;32m 369\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 370\u001b[0m values \u001b[38;5;241m=\u001b[39m \u001b[43mensure_float64\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 371\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (\u001b[38;5;167;01mValueError\u001b[39;00m, \u001b[38;5;167;01mTypeError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n",
+ "File \u001b[0;32mpandas/_libs/algos_common_helper.pxi:42\u001b[0m, in \u001b[0;36mpandas._libs.algos.ensure_float64\u001b[0;34m()\u001b[0m\n",
+ "\u001b[0;31mValueError\u001b[0m: could not convert string to float: 'Wednesday'",
+ "\nThe above exception was the direct cause of the following exception:\n",
+ "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/core/window/rolling.py:487\u001b[0m, in \u001b[0;36mBaseWindow._apply_blockwise\u001b[0;34m(self, homogeneous_func, name, numeric_only)\u001b[0m\n\u001b[1;32m 486\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 487\u001b[0m arr \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_prep_values\u001b[49m\u001b[43m(\u001b[49m\u001b[43marr\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 488\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (\u001b[38;5;167;01mTypeError\u001b[39;00m, \u001b[38;5;167;01mNotImplementedError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/core/window/rolling.py:372\u001b[0m, in \u001b[0;36mBaseWindow._prep_values\u001b[0;34m(self, values)\u001b[0m\n\u001b[1;32m 371\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (\u001b[38;5;167;01mValueError\u001b[39;00m, \u001b[38;5;167;01mTypeError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[0;32m--> 372\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot handle this type -> \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mvalues\u001b[38;5;241m.\u001b[39mdtype\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[1;32m 374\u001b[0m \u001b[38;5;66;03m# Convert inf to nan for C funcs\u001b[39;00m\n",
+ "\u001b[0;31mTypeError\u001b[0m: cannot handle this type -> object",
+ "\nThe above exception was the direct cause of the following exception:\n",
+ "\u001b[0;31mDataError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[36], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m noise_per_day_rolling \u001b[38;5;241m=\u001b[39m \u001b[43mnoise_per_day\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrolling\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m7D\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mon\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mCreated Date\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmean\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3\u001b[0m noise_per_day_rolling\u001b[38;5;241m.\u001b[39mplot\u001b[38;5;241m.\u001b[39mline(\n\u001b[1;32m 4\u001b[0m x\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCreated Date\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 5\u001b[0m y\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcount_requests\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 6\u001b[0m title\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m7-day rolling average of noise complaints per day\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 7\u001b[0m )\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/core/window/rolling.py:2253\u001b[0m, in \u001b[0;36mRolling.mean\u001b[0;34m(self, numeric_only, engine, engine_kwargs)\u001b[0m\n\u001b[1;32m 2210\u001b[0m \u001b[38;5;129m@doc\u001b[39m(\n\u001b[1;32m 2211\u001b[0m template_header,\n\u001b[1;32m 2212\u001b[0m create_section_header(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mParameters\u001b[39m\u001b[38;5;124m\"\u001b[39m),\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 2251\u001b[0m engine_kwargs: \u001b[38;5;28mdict\u001b[39m[\u001b[38;5;28mstr\u001b[39m, \u001b[38;5;28mbool\u001b[39m] \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 2252\u001b[0m ):\n\u001b[0;32m-> 2253\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmean\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 2254\u001b[0m \u001b[43m \u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnumeric_only\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2255\u001b[0m \u001b[43m \u001b[49m\u001b[43mengine\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2256\u001b[0m \u001b[43m \u001b[49m\u001b[43mengine_kwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2257\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/core/window/rolling.py:1620\u001b[0m, in \u001b[0;36mRollingAndExpandingMixin.mean\u001b[0;34m(self, numeric_only, engine, engine_kwargs)\u001b[0m\n\u001b[1;32m 1618\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_numba_apply(sliding_mean, engine_kwargs)\n\u001b[1;32m 1619\u001b[0m window_func \u001b[38;5;241m=\u001b[39m window_aggregations\u001b[38;5;241m.\u001b[39mroll_mean\n\u001b[0;32m-> 1620\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_apply\u001b[49m\u001b[43m(\u001b[49m\u001b[43mwindow_func\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmean\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnumeric_only\u001b[49m\u001b[43m)\u001b[49m\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/core/window/rolling.py:617\u001b[0m, in \u001b[0;36mBaseWindow._apply\u001b[0;34m(self, func, name, numeric_only, numba_args, **kwargs)\u001b[0m\n\u001b[1;32m 614\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n\u001b[1;32m 616\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msingle\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m--> 617\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_apply_blockwise\u001b[49m\u001b[43m(\u001b[49m\u001b[43mhomogeneous_func\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 618\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 619\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_apply_tablewise(homogeneous_func, name, numeric_only)\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/core/window/rolling.py:489\u001b[0m, in \u001b[0;36mBaseWindow._apply_blockwise\u001b[0;34m(self, homogeneous_func, name, numeric_only)\u001b[0m\n\u001b[1;32m 487\u001b[0m arr \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_prep_values(arr)\n\u001b[1;32m 488\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (\u001b[38;5;167;01mTypeError\u001b[39;00m, \u001b[38;5;167;01mNotImplementedError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[0;32m--> 489\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m DataError(\n\u001b[1;32m 490\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCannot aggregate non-numeric type: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00marr\u001b[38;5;241m.\u001b[39mdtype\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 491\u001b[0m ) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[1;32m 492\u001b[0m res \u001b[38;5;241m=\u001b[39m homogeneous_func(arr)\n\u001b[1;32m 493\u001b[0m res_values\u001b[38;5;241m.\u001b[39mappend(res)\n",
+ "\u001b[0;31mDataError\u001b[0m: Cannot aggregate non-numeric type: object"
+ ]
}
],
"source": [
"noise_per_day_rolling = noise_per_day.rolling(\"7D\", on=\"Created Date\").mean()\n",
"\n",
- "fig = px.line(\n",
- " noise_per_day_rolling,\n",
+ "noise_per_day_rolling.plot.line(\n",
" x=\"Created Date\",\n",
" y=\"count_requests\",\n",
" title=\"7-day rolling average of noise complaints per day\",\n",
- ")\n",
- "fig.show()"
+ ")"
]
},
{
@@ -4359,1046 +973,29 @@
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+ "ename": "ImportError",
+ "evalue": "matplotlib is required for plotting when the default backend \"matplotlib\" is selected.",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[37], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m noise_per_week \u001b[38;5;241m=\u001b[39m noise\u001b[38;5;241m.\u001b[39mresample(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mW\u001b[39m\u001b[38;5;124m\"\u001b[39m, on\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCreated Date\u001b[39m\u001b[38;5;124m\"\u001b[39m)\u001b[38;5;241m.\u001b[39msize()\u001b[38;5;241m.\u001b[39mreset_index(name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcount_requests\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m----> 3\u001b[0m fig \u001b[38;5;241m=\u001b[39m \u001b[43mnoise_per_week\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mplot\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mline\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 4\u001b[0m \u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mCreated Date\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 5\u001b[0m \u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcount_requests\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 6\u001b[0m \u001b[43m \u001b[49m\u001b[43mtitle\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mNoise complaints per week\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 7\u001b[0m \u001b[43m)\u001b[49m\n\u001b[1;32m 8\u001b[0m fig\u001b[38;5;241m.\u001b[39mshow()\n",
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+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/plotting/_core.py:951\u001b[0m, in \u001b[0;36mPlotAccessor.__call__\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 950\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m--> 951\u001b[0m plot_backend \u001b[38;5;241m=\u001b[39m \u001b[43m_get_plot_backend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpop\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mbackend\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 953\u001b[0m x, y, kind, kwargs \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_call_args(\n\u001b[1;32m 954\u001b[0m plot_backend\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_parent, args, kwargs\n\u001b[1;32m 955\u001b[0m )\n\u001b[1;32m 957\u001b[0m kind \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_kind_aliases\u001b[38;5;241m.\u001b[39mget(kind, kind)\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/plotting/_core.py:1947\u001b[0m, in \u001b[0;36m_get_plot_backend\u001b[0;34m(backend)\u001b[0m\n\u001b[1;32m 1944\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m backend_str \u001b[38;5;129;01min\u001b[39;00m _backends:\n\u001b[1;32m 1945\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _backends[backend_str]\n\u001b[0;32m-> 1947\u001b[0m module \u001b[38;5;241m=\u001b[39m \u001b[43m_load_backend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbackend_str\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1948\u001b[0m _backends[backend_str] \u001b[38;5;241m=\u001b[39m module\n\u001b[1;32m 1949\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m module\n",
+ "File \u001b[0;32m/opt/homebrew/Caskroom/mambaforge/base/envs/python-public-policy/lib/python3.10/site-packages/pandas/plotting/_core.py:1877\u001b[0m, in \u001b[0;36m_load_backend\u001b[0;34m(backend)\u001b[0m\n\u001b[1;32m 1875\u001b[0m module \u001b[38;5;241m=\u001b[39m importlib\u001b[38;5;241m.\u001b[39mimport_module(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpandas.plotting._matplotlib\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 1876\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m:\n\u001b[0;32m-> 1877\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m(\n\u001b[1;32m 1878\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmatplotlib is required for plotting when the \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1879\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdefault backend \u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmatplotlib\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m is selected.\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 1880\u001b[0m ) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 1881\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m module\n\u001b[1;32m 1883\u001b[0m found_backend \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n",
+ "\u001b[0;31mImportError\u001b[0m: matplotlib is required for plotting when the default backend \"matplotlib\" is selected."
+ ]
}
],
"source": [
"noise_per_week = noise.resample(\"W\", on=\"Created Date\").size().reset_index(name=\"count_requests\")\n",
"\n",
- "fig = px.line(\n",
- " noise_per_week,\n",
+ "fig = noise_per_week.plot.line(\n",
" x=\"Created Date\",\n",
" y=\"count_requests\",\n",
" title=\"Noise complaints per week\",\n",