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Jorge Escobar 2021-12-17 15:16:43 -05:00
commit 943f6283f4
1 changed files with 55 additions and 43 deletions
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data/data-pipeline/data_pipeline/score/field_names.py
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@ -45,7 +45,7 @@ MEDIAN_HOUSE_VALUE_PERCENTILE = 90
# Poverty / Income # Poverty / Income
POVERTY_FIELD = "Poverty (Less than 200% of federal poverty line)" POVERTY_FIELD = "Poverty (Less than 200% of federal poverty line)"
POVERTY_LESS_THAN_200_FPL_FIELD = ( POVERTY_LESS_THAN_200_FPL_FIELD = (
"Percent of individuals < 200% Federal Poverty Line" "Percent of individuals below 200% Federal Poverty Line"
) )
POVERTY_LESS_THAN_150_FPL_FIELD = ( POVERTY_LESS_THAN_150_FPL_FIELD = (
"Percent of individuals < 150% Federal Poverty Line" "Percent of individuals < 150% Federal Poverty Line"
@ -106,16 +106,20 @@ HT_INDEX_FIELD = (
ENERGY_BURDEN_FIELD = "Energy burden" ENERGY_BURDEN_FIELD = "Energy burden"
# Health # Health
DIABETES_FIELD = "Diagnosed diabetes among adults aged >=18 years" DIABETES_FIELD = (
ASTHMA_FIELD = "Current asthma among adults aged >=18 years" "Diagnosed diabetes among adults aged greater than or equal to 18 years"
HEART_DISEASE_FIELD = "Coronary heart disease among adults aged >=18 years" )
CANCER_FIELD = "Cancer (excluding skin cancer) among adults aged >=18 years" ASTHMA_FIELD = (
"Current asthma among adults aged greater than or equal to 18 years"
)
HEART_DISEASE_FIELD = (
"Coronary heart disease among adults aged greater than or equal to 18 years"
)
CANCER_FIELD = "Cancer (excluding skin cancer) among adults aged greater than or equal to 18 years"
HEALTH_INSURANCE_FIELD = ( HEALTH_INSURANCE_FIELD = (
"Current lack of health insurance among adults aged 18-64 years" "Current lack of health insurance among adults aged 18-64 years"
) )
PHYS_HEALTH_NOT_GOOD_FIELD = ( PHYS_HEALTH_NOT_GOOD_FIELD = "Physical health not good for greater than or equal to 14 days among adults aged greater than or equal to 18 years"
"Physical health not good for >=14 days among adults aged >=18 years"
)
LIFE_EXPECTANCY_FIELD = "Life expectancy (years)" LIFE_EXPECTANCY_FIELD = "Life expectancy (years)"
LOW_LIFE_EXPECTANCY_FIELD = "Low life expectancy" LOW_LIFE_EXPECTANCY_FIELD = "Low life expectancy"
@ -150,7 +154,7 @@ LOW_CENSUS_DECENNIAL_AREA_MEDIAN_INCOME_PERCENT_FIELD_2009 = "Low median househo
# Fields from 2010 ACS (loaded for comparison with the territories) # Fields from 2010 ACS (loaded for comparison with the territories)
CENSUS_UNEMPLOYMENT_FIELD_2010 = "Unemployed civilians (percent) in 2010" CENSUS_UNEMPLOYMENT_FIELD_2010 = "Unemployed civilians (percent) in 2010"
CENSUS_POVERTY_LESS_THAN_100_FPL_FIELD_2010 = ( CENSUS_POVERTY_LESS_THAN_100_FPL_FIELD_2010 = (
"Percent of individuals < 100% Federal Poverty Line in 2010" "Percent of individuals less than 100% Federal Poverty Line in 2010"
) )
# Combined fields that merge island areas and states data # Combined fields that merge island areas and states data
@ -233,66 +237,74 @@ LOW_READING_FIELD = "Low third grade reading proficiency"
##### #####
# Names for individual factors being exceeded # Names for individual factors being exceeded
# Climate Change # Climate Change
EXPECTED_POPULATION_LOSS_RATE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for expected population loss rate and is low income" EXPECTED_POPULATION_LOSS_RATE_LOW_INCOME_FIELD = (
EXPECTED_AGRICULTURE_LOSS_RATE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for expected agriculture loss rate and is low income" f"Greater than or equal to the {PERCENTILE}th percentile"
EXPECTED_BUILDING_LOSS_RATE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for expected building loss rate and is low income" f" for expected population loss rate and is low income"
)
EXPECTED_AGRICULTURE_LOSS_RATE_LOW_INCOME_FIELD = (
f"Greater than or equal to the {PERCENTILE}th percentile"
f" for expected agriculture loss rate and is low income"
)
EXPECTED_BUILDING_LOSS_RATE_LOW_INCOME_FIELD = (
f"Greater than or equal to the {PERCENTILE}th percentile"
f" for expected building loss rate and is low income"
)
# Clean energy and efficiency # Clean energy and efficiency
PM25_EXPOSURE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for PM2.5 exposure and is low income" PM25_EXPOSURE_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for PM2.5 exposure and is low income"
ENERGY_BURDEN_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for energy burden and is low income" ENERGY_BURDEN_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for energy burden and is low income"
# Clean transportation # Clean transportation
DIESEL_PARTICULATE_MATTER_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for diesel particulate matter and is low income" DIESEL_PARTICULATE_MATTER_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for diesel particulate matter and is low income"
TRAFFIC_PROXIMITY_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for traffic proximity and is low income" TRAFFIC_PROXIMITY_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for traffic proximity and is low income"
# Affordable and Sustainable Housing # Affordable and Sustainable Housing
LEAD_PAINT_MEDIAN_HOUSE_VALUE_LOW_INCOME_FIELD = ( LEAD_PAINT_MEDIAN_HOUSE_VALUE_LOW_INCOME_FIELD = (
f"At or above the {PERCENTILE}th percentile for lead paint and" f"Greater than or equal to the {PERCENTILE}th percentile for lead paint and"
f" the median house value is less than {MEDIAN_HOUSE_VALUE_PERCENTILE}th " f" the median house value is less than {MEDIAN_HOUSE_VALUE_PERCENTILE}th "
f"percentile and is low income" f"percentile and is low income"
) )
HOUSING_BURDEN_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for housing burden and is low income" HOUSING_BURDEN_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for housing burden and is low income"
# Remediation and Reduction of Legacy Pollution # Remediation and Reduction of Legacy Pollution
RMP_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for proximity to RMP sites and is low income" RMP_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for proximity to RMP sites and is low income"
SUPERFUND_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for proximity to superfund sites and is low income" SUPERFUND_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for proximity to superfund sites and is low income"
HAZARDOUS_WASTE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for proximity to hazardous waste facilities and is low income" HAZARDOUS_WASTE_LOW_INCOME_FIELD = (
f"Greater than or equal to the {PERCENTILE}th percentile"
f" for proximity to hazardous waste facilities and is low income"
)
# Critical Clean Water and Waste Infrastructure # Critical Clean Water and Waste Infrastructure
WASTEWATER_DISCHARGE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for wastewater discharge and is low income" WASTEWATER_DISCHARGE_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for wastewater discharge and is low income"
# Health Burdens # Health Burdens
DIABETES_LOW_INCOME_FIELD = ( DIABETES_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for diabetes and is low income"
f"At or above the {PERCENTILE}th percentile for diabetes and is low income" ASTHMA_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for asthma and is low income"
) HEART_DISEASE_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for heart disease and is low income"
ASTHMA_LOW_INCOME_FIELD = (
f"At or above the {PERCENTILE}th percentile for asthma and is low income"
)
HEART_DISEASE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for heart disease and is low income"
LOW_LIFE_EXPECTANCY_LOW_INCOME_FIELD = ( LOW_LIFE_EXPECTANCY_LOW_INCOME_FIELD = (
f"At or above the {PERCENTILE}th percentile " f"Greater than or equal to the {PERCENTILE}th percentile "
f"for low life expectancy and is low income" f"for low life expectancy and is low income"
) )
# Workforce # Workforce
UNEMPLOYMENT_LOW_HS_EDUCATION_FIELD = ( UNEMPLOYMENT_LOW_HS_EDUCATION_FIELD = (
f"At or above the {PERCENTILE}th percentile for unemployment" f"Greater than or equal to the {PERCENTILE}th percentile for unemployment"
" and has low HS education" " and has low HS education"
) )
LINGUISTIC_ISOLATION_LOW_HS_EDUCATION_FIELD = ( LINGUISTIC_ISOLATION_LOW_HS_EDUCATION_FIELD = (
f"At or above the {PERCENTILE}th percentile for households in linguistic isolation" f"Greater than or equal to the {PERCENTILE}th percentile for households in linguistic isolation"
" and has low HS education" " and has low HS education"
) )
POVERTY_LOW_HS_EDUCATION_FIELD = ( POVERTY_LOW_HS_EDUCATION_FIELD = (
f"At or above the {PERCENTILE}th percentile for households at or below 100% federal poverty level" f"Greater than or equal to the {PERCENTILE}th percentile for households at or below 100% federal poverty level"
" and has low HS education" " and has low HS education"
) )
LOW_MEDIAN_INCOME_LOW_HS_EDUCATION_FIELD = ( LOW_MEDIAN_INCOME_LOW_HS_EDUCATION_FIELD = (
f"At or above the {PERCENTILE}th percentile for low median household income as a " f"Greater than or equal to the {PERCENTILE}th percentile for low median household income as a "
f"percent of area median income and has low HS education" f"percent of area median income and has low HS education"
) )
@ -301,17 +313,17 @@ LOW_HS_EDUCATION_FIELD = "Low high school education"
# Workforce for island areas # Workforce for island areas
ISLAND_AREAS_SUFFIX = " in 2009 (island areas)" ISLAND_AREAS_SUFFIX = " in 2009 (island areas)"
ISLAND_AREAS_UNEMPLOYMENT_LOW_HS_EDUCATION_FIELD = ( ISLAND_AREAS_UNEMPLOYMENT_LOW_HS_EDUCATION_FIELD = (
f"At or above the {PERCENTILE}th percentile for unemployment" f"Greater than or equal to the {PERCENTILE}th percentile for unemployment"
f" and has low HS education{ISLAND_AREAS_SUFFIX}" f" and has low HS education{ISLAND_AREAS_SUFFIX}"
) )
ISLAND_AREAS_POVERTY_LOW_HS_EDUCATION_FIELD = ( ISLAND_AREAS_POVERTY_LOW_HS_EDUCATION_FIELD = (
f"At or above the {PERCENTILE}th percentile for households at or below 100% federal poverty level" f"Greater than or equal to the {PERCENTILE}th percentile for households at or below 100% federal poverty level"
f" and has low HS education{ISLAND_AREAS_SUFFIX}" f" and has low HS education{ISLAND_AREAS_SUFFIX}"
) )
ISLAND_AREAS_LOW_MEDIAN_INCOME_LOW_HS_EDUCATION_FIELD = ( ISLAND_AREAS_LOW_MEDIAN_INCOME_LOW_HS_EDUCATION_FIELD = (
f"At or above the {PERCENTILE}th percentile for low median household income as a " f"Greater than or equal to the {PERCENTILE}th percentile for low median household income as a "
f"percent of area median income" f"percent of area median income"
f" and has low HS education{ISLAND_AREAS_SUFFIX}" f" and has low HS education{ISLAND_AREAS_SUFFIX}"
) )
@ -322,22 +334,22 @@ ISLAND_AREAS_LOW_HS_EDUCATION_FIELD = (
# Not currently used in a factor # Not currently used in a factor
EXTREME_HEAT_MEDIAN_HOUSE_VALUE_LOW_INCOME_FIELD = ( EXTREME_HEAT_MEDIAN_HOUSE_VALUE_LOW_INCOME_FIELD = (
f"At or above the {PERCENTILE}th percentile for summer days above 90F and " f"Greater than or equal to the {PERCENTILE}th percentile for summer days above 90F and "
f"the median house value is less than {MEDIAN_HOUSE_VALUE_PERCENTILE}th " f"the median house value is less than {MEDIAN_HOUSE_VALUE_PERCENTILE}th "
f"percentile and is low income" f"percentile and is low income"
) )
IMPENETRABLE_SURFACES_LOW_INCOME_FIELD = ( IMPENETRABLE_SURFACES_LOW_INCOME_FIELD = (
f"At or above the {PERCENTILE}th percentile for impenetrable surfaces and is low " f"Greater than or equal to the {PERCENTILE}th percentile for impenetrable surfaces and is low "
f"income" f"income"
) )
AIR_TOXICS_CANCER_RISK_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for air toxics cancer risk and is low income" AIR_TOXICS_CANCER_RISK_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for air toxics cancer risk and is low income"
RESPIRATORY_HAZARD_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for respiratory hazard index and is low income" RESPIRATORY_HAZARD_LOW_INCOME_FIELD = f"Greater than or equal to the {PERCENTILE}th percentile for respiratory hazard index and is low income"
HEALTHY_FOOD_LOW_INCOME_FIELD = ( HEALTHY_FOOD_LOW_INCOME_FIELD = (
f"At or above the {PERCENTILE}th percentile for low " f"Greater than or equal to the {PERCENTILE}th percentile for low "
f"access to healthy food and is low income" f"access to healthy food and is low income"
) )
LOW_READING_LOW_HS_EDUCATION_FIELD = ( LOW_READING_LOW_HS_EDUCATION_FIELD = (
f"At or above the {PERCENTILE}th percentile for low 3rd grade reading proficiency" f"Greater than or equal to the {PERCENTILE}th percentile for low 3rd grade reading proficiency"
" and has low HS education" " and has low HS education"
) )