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Alternative definition of DACs for comparison (#1068)

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* Alternative energy-related definition of DACs
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Lucas Merrill Brown 2021-12-27 12:05:59 -05:00 • committed by GitHub
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data/data-pipeline/data_pipeline/ipython/scoring_comparison.ipynb
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@ -276,6 +276,25 @@
"mapping_inequality_df"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "605af1ff",
"metadata": {},
"outputs": [],
"source": [
"# Load alternative energy-related definition \n",
"energy_definition_alternative_draft_path = (\n",
" DATA_DIR / \"dataset\" / \"energy_definition_alternative_draft\" / \"usa.csv\"\n",
")\n",
"energy_definition_alternative_draft_df = pd.read_csv(\n",
" energy_definition_alternative_draft_path,\n",
" dtype={ExtractTransformLoad.GEOID_TRACT_FIELD_NAME: \"string\"},\n",
")\n",
"\n",
"energy_definition_alternative_draft_df"
]
},
{
"cell_type": "code",
"execution_count": null,
@ -291,6 +310,7 @@
" calenviroscreen_df,\n",
" persistent_poverty_df,\n",
" mapping_inequality_df,\n",
" energy_definition_alternative_draft_df,\n",
"]\n",
"\n",
"merged_df = functools.reduce(\n",
@ -431,6 +451,11 @@
" priority_communities_field=PERSISTENT_POVERTY_TRACT_LEVEL_FIELD,\n",
" other_census_tract_fields_to_keep=[],\n",
" ),\n",
" Index(\n",
" method_name=field_names.ENERGY_RELATED_COMMUNITIES_DEFINITION_ALTERNATIVE,\n",
" priority_communities_field=field_names.ENERGY_RELATED_COMMUNITIES_DEFINITION_ALTERNATIVE,\n",
" other_census_tract_fields_to_keep=[],\n",
" ),\n",
" ]\n",
" # Insert indices for each of the HOLC factors.\n",
" # Note: since these involve no renaming, we write them using list comprehension.\n",