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Add Michigan EJ Screen into data-pipeline's ETL and provide automated scoring and statistics outputs (#1091)

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* draft wip

* initial commit

* clear output from notebook

* revert to 65ceb7900f

* draft wip

* initial commit

* clear output from notebook

* revert to 65ceb7900f

* make michigan prefix for readable

* standardize Michigan names and move all constants from class into field names module

* standardize Michigan names and move all constants from class into field names module

* include only pertinent columns for scoring comparison tool

* michigan EJSCREEN standardization

* final PR feedback

* added exposition and summary of Michigan EJSCREEN

* added exposition and summary of Michigan EJSCREEN

* fix typo

Co-authored-by: Saran Ahluwalia <ahlusar.ahluwalia@gmail.com>
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Saran Ahluwalia 2021-12-31 15:38:52 -05:00 • committed by GitHub
commit a4137fdc98
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6 changed files with 142 additions and 3 deletions
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data/data-pipeline/data_pipeline/score/field_names.py
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@ -206,13 +206,18 @@ EJSCREEN_AREAS_OF_CONCERN_STATE_90TH_PERCENTILE_COMMUNITIES_FIELD = (
EJSCREEN_AREAS_OF_CONCERN_STATE_95TH_PERCENTILE_COMMUNITIES_FIELD = (
"EJSCREEN Areas of Concern, State, 95th percentile (communities)"
)
# Mapping inequality data.
HOLC_GRADE_D_TRACT_PERCENT_FIELD: str = "Percent of tract that is HOLC Grade D"
HOLC_GRADE_D_TRACT_20_PERCENT_FIELD: str = "Tract is >20% HOLC Grade D"
HOLC_GRADE_D_TRACT_50_PERCENT_FIELD: str = "Tract is >50% HOLC Grade D"
HOLC_GRADE_D_TRACT_75_PERCENT_FIELD: str = "Tract is >75% HOLC Grade D"
# Michigan Environmental Screening Tool ETL Constants
MICHIGAN_EJSCREEN_SCORE_FIELD: str = "Michigan EJSCREEN Score Field"
MICHIGAN_EJSCREEN_PERCENTILE_FIELD: str = "Michigan EJSCREEN Percentile Field"
MICHIGAN_EJSCREEN_PRIORITY_COMMUNITY_FIELD: str = (
"Michigan EJSCREEN Priority Community"
)
# Child Opportunity Index data
# Summer days with maximum temperature above 90F.