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update data path
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content/airbnb-challenge.ipynb

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"\n",
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"```pandas\n",
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"import urllib\n",
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"i = urllib.request.urlopen('https://upload.wikimedia.org/wikipedia/commons/e/ec/Neighbourhoods_New_York_City_Map.PNG')\n",
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"i = urllib.request.urlopen('data/Neighbourhoods_New_York_City_Map.PNG')\n",
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"plt.imshow(plt.imread(i), zorder=0, extent=[-74.258, -73.7, 40.49, 40.92])\n",
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"ax = plt.gca()\n",
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"affordable_df.plot(\n",

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