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added index for change between census tracts as one confounding explanation for percent change in population demographics

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Saran Ahluwalia 2021-12-21 13:00:09 -05:00
parent c6985dbfba
commit 679501ab43
3 changed files with 3172 additions and 23 deletions
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2
data/data-pipeline/data_pipeline/ipython/hud_eda_se_12_09_2021-revised-denominator.ipynb
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@ -1001,7 +1001,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.9.6" "version": "3.7.4"
} }
}, },
"nbformat": 4, "nbformat": 4,

24
data/data-pipeline/data_pipeline/ipython/hud_eda_se_12_20_2011_investigate_sixthousand_candidate_tracts_revised_methodology_visualizations.ipynb
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@ -2397,28 +2397,8 @@
"# these are not converted into percent 0 - 100 scale\n", "# these are not converted into percent 0 - 100 scale\n",
"percent_cols = [x for x in combined_df_percent_cols_df.columns if \n", "percent_cols = [x for x in combined_df_percent_cols_df.columns if \n",
" 'Percent' in x or '(percent)' in x\n", " 'Percent' in x or '(percent)' in x\n",
" ]" " ]\n",
] "\n",
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/sarahluw/justice-40-main/justice40-tool/data/data-pipeline/justifce-40-main-env/lib/python3.7/site-packages/pandas/core/frame.py:3641: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" self[k1] = value[k2]\n"
]
}
],
"source": [
"combined_df_percent_cols_df[\n", "combined_df_percent_cols_df[\n",
" percent_cols] = combined_df_percent_cols_df[\n", " percent_cols] = combined_df_percent_cols_df[\n",
" percent_cols].apply(lambda x: x * 100)" " percent_cols].apply(lambda x: x * 100)"

3169
data/data-pipeline/data_pipeline/ipython/hud_eda_se_12_21_2021-revised-denominator_explore_20_tracts.ipynb Normal file
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