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Imputing income using geographic neighbors (#1559)

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Imputes income field with a light refactor. Needs more refactor and more tests (I spotchecked). Next ticket will check and address but a lot of "narwhal" architecture is here.
This commit is contained in:
Emma Nechamkin 2022-04-27 15:59:10 -04:00 • committed by Emma Nechamkin
commit f047ca9d83
16 changed files with 1245 additions and 81 deletions
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3
data/data-pipeline/data_pipeline/content/config/csv.yml
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@ -26,6 +26,9 @@ fields:
- score_name: Total population
label: Total population
format: float
- score_name: Percent of individuals below 200% Federal Poverty Line, imputed and adjusted
label: Adjusted percent of individuals below 200% Federal Poverty Line
format: float
- score_name: Is low income and has a low percent of higher ed students?
label: Is low income and high percent of residents that are not higher ed students?
format: bool

3
data/data-pipeline/data_pipeline/content/config/excel.yml
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@ -30,6 +30,9 @@ sheets:
- score_name: Total population
label: Total population
format: float
- score_name: Percent of individuals below 200% Federal Poverty Line, imputed and adjusted
label: Adjusted percent of individuals below 200% Federal Poverty Line
format: float
- score_name: Is low income and has a low percent of higher ed students?
label: Is low income and high percent of residents that are not higher ed students?
format: bool