Kameron changes

data/data-pipeline/data_pipeline/score/field_names.py

@@ -45,7 +45,7 @@ MEDIAN_HOUSE_VALUE_PERCENTILE = 90
 # Poverty / Income
 POVERTY_FIELD = "Poverty (Less than 200% of federal poverty line)"
 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 = (
     "Percent of individuals < 150% Federal Poverty Line"
@@ -106,16 +106,20 @@ HT_INDEX_FIELD = (
 ENERGY_BURDEN_FIELD = "Energy burden"
 
 # Health
-DIABETES_FIELD = "Diagnosed diabetes among adults aged >=18 years"
-ASTHMA_FIELD = "Current asthma among adults aged >=18 years"
-HEART_DISEASE_FIELD = "Coronary heart disease among adults aged >=18 years"
-CANCER_FIELD = "Cancer (excluding skin cancer) among adults aged >=18 years"
+DIABETES_FIELD = (
+    "Diagnosed diabetes among adults aged greater than or equal to 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 = (
     "Current lack of health insurance among adults aged 18-64 years"
 )
-PHYS_HEALTH_NOT_GOOD_FIELD = (
-    "Physical health not good for >=14 days among adults aged >=18 years"
-)
+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"
 LIFE_EXPECTANCY_FIELD = "Life expectancy (years)"
 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)
 CENSUS_UNEMPLOYMENT_FIELD_2010 = "Unemployed civilians (percent) in 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
@@ -233,66 +237,74 @@ LOW_READING_FIELD = "Low third grade reading proficiency"
 #####
 # Names for individual factors being exceeded
 # 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_AGRICULTURE_LOSS_RATE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for expected agriculture loss rate and is low income"
-EXPECTED_BUILDING_LOSS_RATE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for expected building loss rate and is low income"
+EXPECTED_POPULATION_LOSS_RATE_LOW_INCOME_FIELD = (
+    f"Greater than or equal to the {PERCENTILE}th percentile"
+    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
-PM25_EXPOSURE_LOW_INCOME_FIELD = f"At or above 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"
+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"Greater than or equal to the {PERCENTILE}th percentile for energy burden and is low income"
 
 # Clean transportation
-DIESEL_PARTICULATE_MATTER_LOW_INCOME_FIELD = f"At or above 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"
+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"Greater than or equal to the {PERCENTILE}th percentile for traffic proximity and is low income"
 
 # Affordable and Sustainable Housing
 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"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
-RMP_LOW_INCOME_FIELD = f"At or above 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"
-HAZARDOUS_WASTE_LOW_INCOME_FIELD = f"At or above the {PERCENTILE}th percentile for proximity to hazardous waste facilities 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"Greater than or equal to the {PERCENTILE}th percentile for proximity to superfund sites 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
-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
-DIABETES_LOW_INCOME_FIELD = (
-    f"At or above the {PERCENTILE}th percentile for diabetes 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"
+DIABETES_LOW_INCOME_FIELD = f"Greater than or equal to 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"
 
 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"
 )
 
 # Workforce
 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"
 )
 
 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"
 )
 
 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"
 )
 
 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"
 )
 
@@ -301,17 +313,17 @@ LOW_HS_EDUCATION_FIELD = "Low high school education"
 # Workforce for island areas
 ISLAND_AREAS_SUFFIX = " in 2009 (island areas)"
 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}"
 )
 
 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}"
 )
 
 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" and has low HS education{ISLAND_AREAS_SUFFIX}"
 )
@@ -322,22 +334,22 @@ ISLAND_AREAS_LOW_HS_EDUCATION_FIELD = (
 
 # Not currently used in a factor
 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"percentile and is low income"
 )
 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"
 )
-AIR_TOXICS_CANCER_RISK_LOW_INCOME_FIELD = f"At or above 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"
+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"Greater than or equal to the {PERCENTILE}th percentile for respiratory hazard index and is low income"
 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"
 )
 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"
 )