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@@ -96,11 +96,11 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 70,
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+ "execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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- "%config InlineBackend.figure_format ='retina'"
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+ "%config InlineBackend.figure_format = 'retina'"
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]
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},
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{
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@@ -109,15 +109,13 @@
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"metadata": {},
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"outputs": [],
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"source": [
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- "ax = world[(world.continent == 'Europe')].plot(\n",
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- " edgecolor='black',\n",
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- " color='white',\n",
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- " figsize=(20, 12),\n",
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- ")\n",
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- "ax.set_xlim(-28, 32)\n",
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- "ax.set_ylim(32, 75)\n",
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- "ax.set_title('E-PRTR_database_v17_xls.zip / Pollutant releases.xlsx / 2011')\n",
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- "pollutant_releases_geo[pollutant_releases_geo.ReportingYear == 2011].plot(ax=ax, markersize=0.1);"
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+ "european_facilities_2011 = geopandas.GeoDataFrame(pollutant_releases_geo[\n",
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+ " (pollutant_releases_geo.Long > -28)\n",
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+ " & (pollutant_releases_geo.Long < 32)\n",
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+ " & (pollutant_releases_geo.Lat > 32)\n",
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+ " & (pollutant_releases_geo.Lat < 75)\n",
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+ " & (pollutant_releases_geo.ReportingYear == 2011)\n",
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+ "].set_index('FacilityID').groupby('FacilityID').first())"
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]
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},
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{
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@@ -126,12 +124,15 @@
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"metadata": {},
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"outputs": [],
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"source": [
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- "european_facilities = geopandas.GeoDataFrame(pollutant_releases_geo[\n",
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- " (pollutant_releases_geo.Long > -28)\n",
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- " & (pollutant_releases_geo.Long < 32)\n",
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- " & (pollutant_releases_geo.Lat > 32)\n",
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- " & (pollutant_releases_geo.Lat < 75)\n",
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- "].groupby('FacilityID').first())"
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+ "ax = world[(world.continent == 'Europe')].plot(\n",
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+ " edgecolor='black',\n",
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+ " color='white',\n",
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+ " figsize=(20, 12),\n",
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+ ")\n",
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+ "ax.set_xlim(-28, 32)\n",
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+ "ax.set_ylim(32, 75)\n",
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+ "ax.set_title('E-PRTR_database_v17_xls.zip / Pollutant releases.xlsx / 2011 / facilities')\n",
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+ "european_facilities_2011.plot(ax=ax, markersize=0.1);"
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]
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},
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{
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@@ -143,14 +144,14 @@
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"import geoplot\n",
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"\n",
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"ax = geoplot.kdeplot(\n",
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- " european_facilities,\n",
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+ " european_facilities_2011,\n",
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" clip=world.geometry,\n",
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" shade=True,\n",
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" cmap='Reds',\n",
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" projection=geoplot.crs.AlbersEqualArea(),\n",
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" figsize=(24, 16),\n",
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")\n",
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- "ax.set_title('E-PRTR_database_v17_xls.zip / Pollutant releases.xlsx / kdeplot')"
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+ "ax.set_title('E-PRTR_database_v17_xls.zip / Pollutant releases.xlsx / 2011 / facilities');"
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]
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}
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],
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