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Split heatmap slide up.
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‎notebooks/3-data_visualization.ipynb

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{
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"year 2019 2020 2021\n",
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"source": [
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"data = tsa_melted_holiday_travel['2019':'2021-04']\\\n",
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" .assign(month=lambda x: x.index.month)\\\n",
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" .pivot_table(index='month', columns='year', values='travelers', aggfunc='sum')\n",
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"\n",
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"data"
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{
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"data": {
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}
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"source": [
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"data = tsa_melted_holiday_travel['2019':'2021-04']\\\n",
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" .assign(month=lambda x: x.index.month)\\\n",
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" .pivot_table(index='month', columns='year', values='travelers', aggfunc='sum')\n",
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"\n",
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"ax = sns.heatmap(data=data / 1e6, cmap='Blues', annot=True, fmt='.1f')\n",
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"_ = ax.set_yticklabels(calendar.month_abbr[1:], rotation=0)\n",
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"_ = ax.set_title('Total TSA Traveler Throughput (in millions)')"
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