diff --git a/data/data-pipeline/data_pipeline/ipython/hud_eda_se_12_20_2011_investigate_sixthousand_candidate_tracts_revised_methodology_visualizations.ipynb b/data/data-pipeline/data_pipeline/ipython/hud_eda_se_12_20_2011_investigate_sixthousand_candidate_tracts_revised_methodology_visualizations.ipynb index a096bdf1..e24b02f3 100644 --- a/data/data-pipeline/data_pipeline/ipython/hud_eda_se_12_20_2011_investigate_sixthousand_candidate_tracts_revised_methodology_visualizations.ipynb +++ b/data/data-pipeline/data_pipeline/ipython/hud_eda_se_12_20_2011_investigate_sixthousand_candidate_tracts_revised_methodology_visualizations.ipynb @@ -3698,14 +3698,14 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 85, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" + "
" ] }, "metadata": { @@ -3718,7 +3718,7 @@ "# Percent Hispanic\n", "f, ax = plt.subplots(1,1,figsize=(20,20))\n", "california[california.GEOID10_TRACT.isin(intersection\n", - ")].dropna(subset=['pct_hispanic'], axis=0).plot('pct_hispanic', ax=ax, cmap='plasma')\n", + ")].dropna(subset=['pct_hispanic'], axis=0).plot('pct_hispanic', ax=ax, cmap='plasma', legend=True)\n", "ax.set_facecolor('k')" ] }, @@ -3783,14 +3783,14 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 86, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" + "
" ] }, "metadata": { @@ -3804,7 +3804,7 @@ "# Source: 2010 Decennial \n", "f, ax = plt.subplots(1,1,figsize=(20,20))\n", "la[la.GEOID.isin(intersection\n", - ")].dropna(subset=['P004003'], axis=0).plot('P004003', ax=ax, cmap='plasma')\n", + ")].dropna(subset=['P004003'], axis=0).plot('P004003', ax=ax, cmap='plasma', legend=True)\n", "ax.set_facecolor('k')" ] },