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economics · 300

• Households Income $100K-$150K
• Households Income $150K-$200K
• Households Income $15K-$25K
• Households Income $200K+
• Households Income $25K-$35K
• Households Income $35K-$50K
• Households Income $50K-$75K
• Households Income $75K-$100K
• Households with SSI
• Population Below Poverty Line
• Restaurant & Bar Establishments per County (2022)
• Education Wage Premium: Graduate/HS Ratio (2022)
• Federal Government Jobs Located in County (QCEW, annual average)
• IRS: Active Tax-Exempt Organizations Count
• Mean Income of Lowest Quintile Households (2022)
• Median Family Income (2022)
• Oil and Gas Share of Earnings by Place of Work (BEA, incl. proprietors)
• Online & Non-Store Retailers per County (2022)
• Racial Income Gap Ratio (White/Black Median HH Income) (2022)
• Per Capita Income
• Retirement Destination County (1=yes)
• Workers with 60-89 Min Commute
• Auto Repair Shops per County (2022)
• Persistent Child Poverty County
• Persistent Poverty County (1=yes)
• Religious Organizations per County (2022)
• Residential & Commercial Construction per County (2022)
• Persistent Poverty County (2017-21)
• Population Loss County (2025)
• Professional & Business Services Employment LQ
• Recreation Economy County (2025)
• Retirement Destination County (2025)
• SAIPE Child Poverty Rate (Under 18)
• SAIPE Median Household Income
• Share of Employed Residents Who Work for the Federal Government (ACS 2020 to 2024)
• Social Security Benefits per Capita (2022)
• Software Publishers per County (2022)
• Sporting Goods, Hobby & Book Stores per County (2022)
• SVI: Socioeconomic Status Percentile
• IRS SOI: % of Tax Filers Claiming Charitable Deductions
• Right-to-Work State (2025)
• State Minimum Wage (2025)
• Trade, Transport & Utilities Employment LQ
• CHR: Social Associations Rate
• Unemployed Population
• CHR: Child Care Cost Burden %
• Top Marginal Income Tax Rate % (2024)
• Transportation Support Activities per County (2022)
• Unemployment Rate
• Utilities Companies per County (2022)
• Veterinary Services per County (2022)
• Warehousing & Storage per County (2022)
• Wholesale Durable Goods per County (2022)
• Workers with 90+ Min Commute
• CHR: Children Eligible for Free/Reduced Lunch %
• SAIPE All-Age Poverty Rate
• % Households Earning k+ (2022)
• % Households Receiving SNAP (2022)
• % Management/Professional Workers
• % Natural Resources & Construction Workers
• FAA: Total Airport Facilities per County
• FDIC Bank Deposits per Capita
• Total Federal Spending (FY2024)
• % Production & Transportation Workers
• % Sales & Office Workers
• % Service Workers
• Administrative & Business Support Services per County (2022)
• Amusement & Recreation Establishments per County (2022)
• Arts & Entertainment Establishments per County (2022)
• Auto Dealer Count per County (2022)
• USDA: Agricultural Land Asset Value 2022
• USDA: Crop Sales 2022
• USDA: Farm Operations Count 2022
• USDA: Land in Farms (Acres) 2022
• BEA Current-Dollar GDP by County
• BEA Dividends, Interest & Rent by County (2024)
• BEA Earned Income Tax Credit by County (2022)
• Personal Care Services per County (2022)
• Private Educational Institutions per County (2022)
• Real Estate Companies per County (2022)
• Trucking & Ground Freight per County (2022)
• BEA Earnings: Federal Civilian (2024)
• BEA Earnings: Military (2024)
• BEA Earnings by Place of Work (2024)
• BEA Earnings: Oil and Gas Extraction (NAICS 211, 2024)
• BEA Earnings: Support Activities for Mining (NAICS 213, 2024)
• BEA GDP per Capita
• BEA GDP: Agriculture, Forestry & Fishing (2024)
• BEA GDP: All Industries (2024)
• BEA GDP: Construction (2024)
• BEA GDP: Finance, Insurance & Real Estate (2024)
• BEA GDP: Health Care & Social Assistance (2024)
• BEA GDP: Information/Tech (2024)
• BEA GDP: Manufacturing (2024)
• BEA GDP: Professional & Business Services (2024)
• BEA GDP: Retail Trade (2024)
• BEA Government Transfer Payments by County (2024)
• BEA Medicaid Benefits by County (2022)
• BEA Medicare Benefits by County (2022)
• BEA Per Capita Personal Income 2024
• BEA Proprietors' Income by County (2024)
• BEA Real GDP by County (chained 2017 dollars)
• BEA Regional Price Parity: All Items
• BEA Regional Price Parity: Rents
• BEA Regional Price Parity: Services
• BEA SNAP Benefits by County (2022)
• BEA Social Security Benefits by County (2022)
• BEA Total Personal Income 2024
• BEA Unemployment Insurance by County (2022)
• CHR: Child Care Centers Rate
• Credit & Finance Establishments per County (2022)
• Telecom Carriers per County (2022)
• BEA Veterans Benefits by County (2022)
• BEA Wages & Salaries by County (2024)
• BLS Average Annual Wage 2024
• BLS Average Weekly Wage 2024
• BLS Total Covered Employment 2024
• Beverage Manufacturing per County (2022)
• Breweries per County
• Brewpubs per County
• Waste Management & Remediation per County (2022)
• Black/African American Poverty Rate % (2022)
• Specialty Trade Contractors per County (2022)
• White Non-Hispanic Poverty Rate % (2022)
• % Households Receiving Public Assistance (2022)
• Broadcasting Companies per County (2022)
• CHR: Gender Pay Gap
• CHR: Income Inequality Ratio (80/20)
• Electronics & Appliance Stores per County (2022)
• Child Day Care Services per County (2022)
• Childcare Price: Center-Based, Infant (weekly median)
• Civilian Employed Population 16+ (ACS 2020 to 2024)
• Civilian Employed Population 16+ (ACS C24010 universe)
• Clothing & Accessories Stores per County (2022)
• Construction Employment LQ
• Consumer Financial Complaints (CFPB)
• Corporate Headquarters per County (2022)
• County Average Annual Payroll per Employee
• County Business Patterns: Annual Payroll
• County Business Patterns: Total Employer Establishments
• County Business Patterns: Total Employment
• Credit Insecurity Index (2007)
• Credit Insecurity Index (2012)
• Data Broker Breaches (VT-disclosed, by HQ state)
• Data Brokers Headquartered (registered in CA/TX/VT)
• Data Centers & Cloud Computing per County (2022)
• % Households With Investment Income (2022)
• % Households With Wage/Salary Income (2022)
• Deletion Requests Denied (CPPA-filed brokers, by HQ state)
• Deletion Requests Received (CPPA-filed brokers, by HQ state)
• Distinct Federal Contract Awards with Place of Performance in County (FY2025)
• Drilling Oil and Gas Wells Employment (NAICS 213111, CBP)
• Drilling Oil and Gas Wells Employment Noise Flag
• Drilling Oil and Gas Wells Establishments (NAICS 213111, CBP)
• EIA Residential Electricity Rate
• Education & Health Services Employment LQ
• Employment Rate % (2022)
• Equipment Rental & Leasing per County (2022)
• FAA: Airport Count per County (airports only)
• FDIC Number of Banking Institutions
• FDIC Total Bank Branch Offices
• FDIC Total Bank Deposits by County
• Farming-Dependent County (2025)
• Federal Civilian Share of Earnings by Place of Work (BEA)
• Federal Contract Obligations Relative to Total Covered Wages (FY2025 / QCEW 2025)
• Federal Contracts per Capita (FY2024)
• Federal Government Annual Wages Paid in County (QCEW)
• Federal Government Share of Jobs Located in County (QCEW)
• Federal Grants per Capita (FY2024)
• Federal Prime Contract Obligations, Place of Performance (FY2025)
• Federal Spending as % of Personal Income (2024)
• Federal Spending per Capita (FY2024)
• Financial Activities Employment LQ
• Food & Beverage Stores per County (2022)
• Food Manufacturing per County (2022)
• Funeral Services per County (2022)
• Furniture & Home Furnishing Stores per County (2022)
• GINI Index of Income Inequality
• Gas Stations per County (2022)
• Gender Wage Ratio (Female/Male Median Earnings) (2022)
• General Merchandise Stores per County (2022)
• Government Transfer Dependency % (2022)
• Government-Dependent County (2025)
• Grocery Store Count per County (2022)
• Healthcare Offices per County (2022)
• Highest Quintile Income Share % (2022)
• Hispanic/Latino Poverty Rate % (2022)
• Home Improvement Stores per County (2022)
• Hotel & Accommodation Establishments per County (2022)
• Household Income 20th Percentile (2022)
• Household Income 40th Percentile (2022)
• Household Income 60th Percentile (2022)
• Household Income 80th Percentile (2022)
• Household Income 95th Percentile (2022)
• Households Income $10K-$15K
• Households Income < $10K
• Households with Public Assistance
• Households with Social Security
• Housing Stress County (2025)
• IRS Migration Wealth Premium
• IRS SOI: % Returns With Wage Income
• IRS SOI: Average Adjusted Gross Income
• IRS SOI: Avg Charitable Contribution per Giver
• IRS SOI: Total Tax Returns Filed
• IRS SOI: Total Wages & Salaries
• Industry Dependence County (2025)
• Information/Tech Employment LQ
• Inpatient & Specialty Hospitals per County (2022)
• Insurance Companies per County (2022)
• Internet & Data Services per County (2022)
• Investment & Securities Firms per County (2022)
• Job Openings Rate (annual average)
• Jobs Earning $1,251-$3,333/month
• Jobs Earning > $3,333/month
• Jobs Earning ≤ $1,250/month
• Jobs Located in County (LODES WAC)
• Knowledge Economy GDP % (2024)
• Labor Force Participation Rate % (2022)
• Largest Single Award (USAspending contract_award_unique_key, FY2025)
• Largest Single Award's Share of County Contract Obligations (FY2025)
• Leisure & Hospitality Employment LQ
• Low Employment County (2025)
• Low Post-Secondary Education County (2025)
• Lowest Quintile Income Share % (2022)
• Manufacturing Employment LQ
• Manufacturing-Dependent County (2025)
• Mean Income of Highest Quintile Households (2022)
• Media & Publishing per County (2022)
• Median Earnings: Bachelor's Degree (2022)
• Median Earnings: Female Workers (2022)
• Median Earnings: Graduate Degree (2022)
• Median Earnings: High School Diploma (2022)
• Median Earnings: Male Workers (2022)
• Median Household Income
• Median Household Income: Black/African American (2022)
• Median Household Income: Hispanic/Latino (2022)
• Median Household Income: White Non-Hispanic (2022)
• Medicare Benefits per Capita (2022)
• Microbreweries per County
• Mining-Dependent County (2025)
• Mortgage Origination Volume
• Museums & Historical Sites per County (2022)
• Natural Resources & Mining Employment LQ
• Nonspecialized Economy County (2025)
• Nursing & Residential Care Facilities per County (2022)
• OI: Avg Auto Loan Balance (2020)
• OI: Avg Credit Card Balance (2020)
• OI: Avg Credit Score by County (2020)
• OI: Avg Mortgage Balance (2020)
• OI: Avg Student Loan Balance (2020)
• OI: Civic Organizations Density
• OI: Computer/Comms Patent Rate %
• OI: Delinquency Rate (90+ days, 2020)
• OI: Economic Connectedness Index
• Office and Administrative Support Share of Employed Residents (ACS 2020 to 2024)
• Oil and Gas Extraction Employment (NAICS 211, CBP)
• Oil and Gas Extraction Employment Noise Flag (G <2%, H 2-5%, J 5%+)
• Oil and Gas Extraction Establishments (NAICS 211, CBP)
• Oil and Gas Extraction, Drilling and Support Employment (NAICS 211 + 213111 + 213112, CBP)
• Oil and Gas Extraction, Drilling and Support Establishments (CBP)
• Oil and Gas Share of Private Employer Jobs (CBP)
• Ookla: Avg Download Speed (Mbps)
• Ookla: Avg Latency (ms)
• Ookla: Avg Upload Speed (Mbps)
• Other Services Employment LQ
• Pharmacies & Health Stores per County (2022)
• Printing & Related Support per County (2022)
• Quintile Income Ratio (Top 20%/Bottom 20% Mean) (2022)
• Racial Poverty Gap Ratio (Black/White Poverty Rate) (2022)
• VA Compensation & Pension
• Childcare Price: Center-Based, Preschool (weekly median)
• Childcare Price: Center-Based, School Age (weekly median)
• Childcare Price: Center-Based, Toddler (weekly median)
• Childcare Price: Family Care, Infant (weekly median)
• Credit Insecurity Index
• Professional Services Establishments per County (2022)
• VA Total Direct Expenditure
• Mortgage Loans Originated
• VA Education & Vocational Rehabilitation
• VA Total Indirect Expenditure
• Business Applications (EIN filings, annual)
• Consumers Affected by Data Broker Breaches (VT-disclosed)
• Quits Rate (annual average)
• Population Below 150% Poverty (SVI)
• Residents Employed by the Federal Government (ACS 2020 to 2024)
• Residents Employed by the Federal Government: Margin of Error (90%)
• Support Activities for Oil and Gas Employment Noise Flag
• Support Activities for Oil and Gas Operations Employment (NAICS 213112, CBP)
• Support Activities for Oil and Gas Operations Establishments (NAICS 213112, CBP)
• Total Covered Annual Wages (QCEW, all ownerships)
• In Labor Force
• Median Earnings (All Workers 16+)
• OI: Electrical/Electronic Patent Rate %
• OI: Incarceration Rate (Bottom 25%)
• OI: Income Mobility Score (Bottom 25%)
• OI: Inventor Rate %
• OI: Mechanical Patent Rate %
• OI: Medical/Drug Patent Rate %
• OI: Top-Cited Inventor Rate %
• OI: Volunteering Rate

health · 173

• CHR: Primary Care Physicians per Resident
• CMS: Average Hospital Overall Rating
• No Health Insurance
• Uninsured Male Under 6
• With Disability (18-64)
• With Disability (65+)
• With Disability (Under 18)
• Access to Exercise Opportunities %
• CHR: Dentists per Resident
• CHR: Mental Health Providers per Resident
• CHR: Other Primary Care Providers per Resident
• HIPAA Breach Reports Affecting 500+ Individuals (HHS OCR)
• Individuals Affected by HIPAA Breaches of 500+ (HHS OCR, sum of reported counts)
• Primary Care Physicians per Resident
• Adult Obesity %
• Adult Obesity %
• Adult Smoking %
• Adult Smoking %
• Air Pollution PM2.5 (μg/m³)
• Air Pollution Particulate Matter
• All Teeth Lost (65+)
• Annual Checkup Prevalence
• Arthritis Prevalence
• BRFSS: Any Disability % (2023)
• BRFSS: Annual Checkup % (2023)
• BRFSS: Binge Drinking % (2023)
• BRFSS: Cognitive Disability % (2023)
• BRFSS: Current Cigarette Smoking % (2023)
• BRFSS: Fair or Poor Health % (2023)
• BRFSS: Food Insecurity % (2023)
• BRFSS: High Blood Pressure % (2023)
• BRFSS: High Cholesterol % (2023)
• % Medicaid Only Coverage (2022)
• % Medicare Only Coverage (2022)
• % With Private Health Insurance (2022)
• BRFSS: Housing Insecurity % (2023)
• BRFSS: Lack Reliable Transportation % (2023)
• BRFSS: Lack Social/Emotional Support % (2023)
• BRFSS: Loneliness % (2023)
• BRFSS: Obesity % (2023)
• BRFSS: Physical Inactivity % (2023)
• BRFSS: Stroke Prevalence % (2023)
• BRFSS: Utility Shutoff Threat % (2023)
• Binge Drinking Prevalence
• CDC All-Cause Deaths per 100k (State)
• CDC Alzheimer's Disease Deaths per 100k (State)
• CDC Cancer Deaths per 100k (State)
• CDC Chronic Lower Respiratory Disease Deaths per 100k (State)
• CDC Diabetes Deaths per 100k (State)
• CDC Heart Disease Deaths per 100k (State)
• CDC Stroke/Cerebrovascular Deaths per 100k (State)
• CHR: Access to Exercise Opportunities %
• CHR: Alcohol-Impaired Driving Deaths %
• CHR: Child Mortality Rate
• CHR: Diabetes Prevalence %
• CHR: Drug Overdose Death Rate
• CHR: Excessive Drinking %
• CHR: Firearm Fatality Rate
• CHR: Flu Vaccination Rate %
• CHR: Frequent Mental Distress %
• CHR: Frequent Physical Distress %
• CHR: HIV Prevalence Rate
• CHR: Homicide Rate
• CHR: Infant Mortality Rate
• CHR: Insufficient Sleep %
• CHR: Juvenile Arrest Rate
• CHR: Life Expectancy
• CHR: Low Birthweight %
• CHR: Mammography Screening %
• CHR: Motor Vehicle Crash Death Rate
• CHR: Physical Inactivity %
• CHR: Poor Mental Health Days
• CHR: Poor Physical Health Days
• CHR: Poor or Fair Health %
• CHR: Premature Age-Adjusted Mortality
• CHR: Preventable Hospital Stays
• CHR: STI Rate
• CHR: Suicide Rate
• CHR: Uninsured Adults %
• CHR: Uninsured Children %
• CMS: Hospitals per County
• COPD Prevalence
• Cancer (excl. Skin) Prevalence
• Children in Poverty %
• Children in Poverty %
• Children in Single-Parent Households %
• Cholesterol Screening Prevalence
• Coronary Heart Disease Prevalence
• Current Asthma Prevalence
• Current Lack of Health Insurance (18-64)
• Current Smoking Prevalence
• Diabetes Prevalence
• Excessive Drinking %
• Food Environment Index (0-10)
• HIPAA Breach Reports Naming Hacking/IT Incident (500+, HHS OCR)
• HIPAA Breach Reports Naming Improper Disposal (500+, HHS OCR)
• HIPAA Breach Reports Naming Loss (500+, HHS OCR)
• HIPAA Breach Reports Naming Theft (500+, HHS OCR)
• HIPAA Breach Reports Naming Unauthorized Access/Disclosure (500+, HHS OCR)
• HRSA: Dental Health Shortage Area Score
• HRSA: Mental Health Shortage Area Score
• HRSA: Primary Care Shortage Area Score
• Healthcare Shortage Composite Score
• High Blood Pressure Prevalence
• High Cholesterol Prevalence
• High School Completion %
• Hospital Avg Star Rating (CMS)
• Hospitals
• Income Inequality Ratio (80th/20th percentile)
• Individuals Affected, Breaches Naming Hacking/IT Incident (500+, HHS OCR)
• Individuals Affected, Breaches Naming Improper Disposal (500+, HHS OCR)
• Individuals Affected, Breaches Naming Loss (500+, HHS OCR)
• Individuals Affected, Breaches Naming Theft (500+, HHS OCR)
• Individuals Affected, Breaches Naming Unauthorized Access/Disclosure (500+, HHS OCR)
• Injury Death Rate (per 100K)
• Low Birthweight %
• Medicare Advantage Participation Rate
• Medicare Aged (65+) Beneficiaries
• Medicare Beneficiaries
• Medicare ER Visits per 1,000 Beneficiaries
• Medicare Hospital Readmission Rate
• Medicare Standardized Cost per Beneficiary
• Medicare-Medicaid Dual Eligible Beneficiaries
• Medicare-Medicaid Dual Eligible Share
• Mental Health & Substance Use Treatment Facilities
• Mental Health Provider Ratio
• Mental Health Treatment Facilities
• NCHS Life Expectancy at Birth
• NHTSA: Fatal Traffic Crashes (2023)
• NHTSA: Traffic Fatalities (2023)
• Number Uninsured (Under 65)
• Number of Rated Hospitals
• Nurse Practitioners (NPI-registered)
• Nurse Staffing Hours per Resident Day (mean)
• Nursing Home Fines
• Nursing Home Overall Rating (mean, 1 to 5)
• Obesity Prevalence
• Opioid Treatment Programs
• Percent Insured (Under 65)
• Percent Uninsured (Under 65)
• Physical Inactivity %
• Physical Inactivity Prevalence
• Physician Assistants (NPI-registered)
• Poor Mental Health (14+ days)
• Poor Mental Health Days (avg per month)
• Poor Physical Health (14+ days)
• Poor Physical Health Days (avg per month)
• Poor or Fair Health %
• Premature Death Rate (YPLL)
• Premature Death Rate (Years Lost per 100K)
• Sexually Transmitted Infections Rate (per 100K)
• Short Sleep Duration Prevalence
• Social Association Rate (per 10K)
• Social Vulnerability Index: Overall Percentile
• Some College %
• Stroke Prevalence
• Substance Use Treatment Facilities
• Teen Birth Rate (per 1K)
• Treatment Facilities Offering Payment Assistance
• Unemployment %
• Uninsured %
• Uninsured %
• Violent Crime Rate (CHR)
• Depression Prevalence
• Detoxification Facilities
• Drug Overdose Death Rate (age-adjusted)
• VA Medical Care Expenditure
• Active Physicians (MD + DO)
• Certified Nursing Home Beds
• Certified Nursing Homes
• Dentists (NPI-registered)
• Hospital Beds
• Uninsured Population (SVI)

demographics · 108

• Female Population
• Hispanic or Latino Population
• Population Age 18-19
• Population Age 20
• Population Age 21
• Population Age 25-29
• English Only Speakers
• Population Age 70-74
• Population Age 80-84
• % Mobile Homes (2022)
• % Population Under 18 (2022)
• % Veterans (2022)
• % Vision Disability (2022)
• Population Age 10-14
• Population Age 5-9
• Long Commute % (60+ min)
• Native Hawaiian/Pacific Islander Population
• Population Age 22-24
• Catholic Adherents % of Population (2020)
• Evangelical Protestant Adherents % (2020)
• Hindu Adherents % of Population (2020)
• LDS/Mormon Adherents % of Population (2020)
• Mainline Protestant Adherents % (2020)
• Civilian Noninstitutionalized Share of Population (deprecated)
• IRS Migration: Avg AGI of In-Migrants
• % Workers Who Bike to Work (2022)
• % Workers Who Work From Home (2022)
• Age Dependency Ratio (2022)
• Average Commute Time in Minutes (2022)
• Average Vehicles per Household (2022)
• Black Population
• CHR: Residential Segregation (Black/White)
• Commute by Public Transit
• Commute by Walking
• Male 18-24
• Family Households
• Foreign Born Population
• Housing Vacancy Rate (2022)
• IRS Migration: Household Inflow
• IRS Migration: Household Outflow
• IRS Migration: Net Household Flow
• Jewish Adherents % of Population (2020)
• Male Population
• Median Age
• Muslim Adherents % of Population (2020)
• NRI: Community Resilience Score
• Net International Migration 2023
• Buddhist Adherents % of Population (2020)
• Net Domestic Migration 2023
• Nonfamily Households
• Population 5+ (Language Universe)
• Population 65+ Living Alone
• Population Age 15-17
• Population Age 30-34
• Population Age 35-39
• Population Age 40-44
• Population Age 45-49
• Population Age 50-54
• Population Age 55-59
• Population Age 60-61
• Population Age 62-64
• Population Age 65-66
• Population Age 67-69
• Population Age 75-79
• Population Age 85+
• Population Change 2022 to 2023
• CHR: Children in Single-Parent Households %
• Population Density (persons per sq mile)
• Population Estimate 2023
• Population Growth Rate 2022 to 2023
• Population Under 5
• Rural-Urban Continuum Code (2023)
• Single Mother Households
• Spanish Speakers
• Total Commuters
• Total Households
• Total Population
• Total Religious Adherents % of Population (2020)
• Two or More Races Population
• Veteran Population
• White Population
• Work From Home
• % Single-Person Households (2022)
• Bachelor's Degree % (25+)
• % Naturalized Citizens (2022)
• % Never Married (2022)
• % Moved from Different State (2022)
• % Workers Who Walk to Work (2022)
• % Native American / Alaska Native Population (2022)
• % Single-Mother Families (2022)
• Asian Population
• Birth Rate per 1,000 Women Ages 15-50 (2022)
• % Grandparents Responsible for Grandchildren (2022)
• % Workers Who Drove Alone to Work (2022)
• NRI: Social Vulnerability Score
• SVI: Household Characteristics Percentile
• % Asian Population (2022)
• American Indian/Alaska Native Population
• Property Crime Rate (annual, reported)
• SVI: Racial & Ethnic Minority Status Percentile
• Violent Crime Rate (annual, reported)
• County Population (SEER annual estimate)
• % Ambulatory Disability (2022)
• % Currently Married (2022)
• % Divorced (2022)
• % Hearing Disability (2022)
• % Moved from Abroad (2022)
• % Speaking Language Other Than English at Home (2022)

environment · 75

• % Households Using Electric Heat (2022)
• NOAA Avg Annual Storm Deaths (2019 to 2023)
• NOAA: Avg Annual Tornado Events (2019 to 2023)
• Natural Amenity: Summer Humidity
• PM2.5 Air Quality Tier (EPA Breakpoints)
• % Households Using Natural Gas Heat (2022)
• % Households With No Heating Fuel (2022)
• Area in Drought D0+ (abnormally dry or worse)
• Area in Drought D2+ (severe or worse)
• Area in Exceptional Drought (D4)
• CHR: Drinking Water Violations
• CHR: Traffic Volume
• Domestic Fresh Water Withdrawals
• EPA AQS: 90th Percentile AQI
• EPA AQS: Days Driven by PM2.5
• EPA AQS: Days Ozone was Primary Pollutant
• EPA AQS: Good Air Quality Days per Year
• EPA AQS: Maximum AQI
• EPA AQS: Median Daily AQI
• EPA AQS: Moderate Air Quality Days
• EPA AQS: Total Days with AQI Measurement
• EPA AQS: Unhealthy Air Quality Days per Year
• Federal Disaster Declarations (since 1953)
• Major NPS Units in County (National Parks/Monuments/Recreation Areas)
• NOAA Annual Average Maximum Temperature
• NOAA Annual Average Minimum Temperature
• NOAA Annual Average Temperature
• NOAA Annual Precipitation
• NOAA Avg Annual Storm Events (2019 to 2023)
• NOAA Avg Annual Storm Property Damage (2019 to 2023)
• NOAA Climate Normal: Annual Precipitation (1901 to 2000)
• NOAA Climate Normal: Avg Max Temperature (1901 to 2000)
• NOAA Climate Normal: Avg Min Temperature (1901 to 2000)
• NOAA Climate Normal: Avg Temperature (1901 to 2000)
• NOAA Cooling Degree Days (2025)
• NOAA Cooling Degree Days: Long-Term Normal (1901 to 2000)
• NOAA Heating Degree Days (2025)
• NOAA Heating Degree Days: Long-Term Normal (1901 to 2000)
• NOAA Palmer Z-Index (2022)
• NOAA Palmer Z-Index Long-Term Normal (1901 to 2000)
• NOAA Storm Event Deaths (2022)
• NOAA Storm Events Count (2022)
• NOAA Storm Property Damage (2022)
• NOAA: Avg Annual Extreme Heat Events (2019 to 2023)
• NOAA: Avg Annual Flood Events (2019 to 2023)
• NOAA: Avg Annual Hail Events (2019 to 2023)
• NOAA: Avg Annual Hurricane/Tropical Storm Events (2019 to 2023)
• NOAA: Avg Annual Wildfire Events (2019 to 2023)
• NOAA: Avg Annual Winter Storm Events (2019 to 2023)
• NPS Units in County
• NRI: Expected Annual Loss Score
• National Risk Index: Overall Risk Rating
• National Risk Index: Overall Risk Score
• Natural Amenity: January Sunshine
• Natural Amenity: January Temperature
• Natural Amenity: Topographic Variation
• Natural Amenity: Water Area
• PM2.5 Highest Annual Average Concentration
• Planned Generation Capacity, Approved or Under Construction (MW, EIA-860M)
• Planned Generators, Approved or Under Construction (count, EIA-860M)
• Population Served by Public Water Supply
• Public Supply Water Withdrawals
• TRI Reporting Facilities
• Total Water Withdrawals (all categories)
• Toxic Releases: On-Site (excl. dioxins)
• Toxic Releases: Stack Air (excl. dioxins)
• Toxic Releases: Total (excl. dioxins)
• Toxic Releases: Water (excl. dioxins)
• USDA Natural Amenity Scale
• eGRID: % Coal Generation
• eGRID: % Nuclear Generation
• eGRID: % Renewable Electricity Generation
• eGRID: % Solar Generation
• eGRID: % Wind Generation
• eGRID: CO2 Emission Rate (lb/MWh)

housing · 71

• Zillow Median List Price
• Redfin Avg Sale-to-List Ratio
• Redfin Median Days on Market
• Redfin Months of Supply
• Renter-Occupied No Vehicle
• Renter-Occupied Units
• SVI: Housing Type & Transportation Percentile
• % All Households Housing Cost-Burdened (2022)
• % Housing Units Built 2010 or Later
• % Housing Units Built Before 1940
• % Housing in Large Buildings (50+ Units) (2022)
• % Mortgage-Burdened Homeowners (>30% income) (2022)
• % Rent-Burdened Households (>30% income on rent) (2022)
• % Severely Overcrowded Housing Units (2022)
• % Severely Rent-Burdened (>50% income on rent) (2022)
• % Single-Family Detached Homes (2022)
• Average Household Size
• Building Permits: Multi-Family Units Authorized
• Building Permits: Single-Family Units Authorized
• Building Permits: Total Residential Units Authorized
• CHR: Homeownership %
• CHR: Severe Housing Cost Burden %
• CHR: Severe Housing Problems %
• County Effective Property Tax Rate
• County Median Annual Property Tax Paid
• Fair Market Rent - 1 Bedroom
• Fair Market Rent - 2 Bedroom
• Fair Market Rent - 3 Bedroom
• Fair Market Rent - 4 Bedroom
• Fair Market Rent - Studio
• Home Appraisals (purchase)
• Home Value Lower Quartile (25th Percentile) (2022)
• Home Value Upper Quartile (75th Percentile) (2022)
• Home Value to Family Income Ratio (2022)
• House Price Annual Change
• House Price Index (FHFA all-transactions, NSA)
• Households Cost-Burdened (>30% of income)
• Households Severely Cost-Burdened (>50% of income)
• Households With No Vehicle (SVI)
• Housing Units per 1,000 Residents (2022)
• Income Spread Ratio (80th/20th percentile) (2022)
• Median Appraised Home Value (purchase)
• Median Contract Rent (2022)
• Median Gross Rent
• Median Gross Rent: 2 Bedroom (2022)
• Median Gross Rent: 3+ Bedroom (2022)
• Median Gross Rent: Studio/No Bedroom (2022)
• Median Home Value
• Median Monthly Owner Housing Costs (2022)
• Median Rent as % of Income
• Median Rooms per Housing Unit (2022)
• Median Year Structure Built
• Mobile Homes
• Mortgages 30 to 89 Days Past Due
• Mortgages 90+ Days Past Due
• Mortgages in Forbearance
• Mortgages in Foreclosure Process
• Owner-Occupied No Vehicle
• Owner-Occupied Units
• Redfin % Sold Above List Price
• Single-Family Detached Units
• Total Households (CHAS)
• Total Housing Units
• Vacant Housing Units
• Zillow % Listings With Price Cut
• Zillow % Sold Above List Price
• Zillow For-Sale Inventory
• Zillow Home Value Index (ZHVI)
• Zillow Median Days to Close
• Zillow Median Sale Price
• Zillow New Listings

education · 42

• % Bachelor's Degree or Higher, Adults 25+ (2022)
• Master's Degree
• Population 25 Years and Over
• Professional School Degree
• Gender Education Ratio (Female/Male BA Rate) (2022)
• CHR: 3rd Grade Math Proficiency
• % Children 3-4 Enrolled in Preschool (2022)
• % Less Than High School Education (2022)
• % Population Enrolled in College (2022)
• Bachelor's Degree
• CHR: 3rd Grade Reading Proficiency
• CHR: Disconnected Youth %
• CHR: High School Completion %
• CHR: School Funding Adequacy
• CHR: School Segregation Index
• CHR: Some College %
• College Completion Rate (mean across institutions)
• College Cost of Attendance (mean across institutions)
• College Median Earnings 10yr After Entry (mean across institutions)
• Colleges (Scorecard)
• Degree-Granting Colleges per County (2022)
• Doctorate Degree
• Enrolled in School (3+)
• Female Bachelor's Degree Rate % (2022)
• HS Graduation Rate
• High School Diploma
• Higher Education R&D Expenditures
• IMLS: Library Expenditure per Capita
• IMLS: Public Libraries per 100,000 Population
• Male Bachelor's Degree Rate % (2022)
• Museum Revenue (IRS-reported)
• Museums, Zoos & Historical Societies
• No Schooling Completed
• Per-Pupil Expenditure
• Postsecondary Institutions per County (2022)
• Public School Districts
• Public School Enrollment (district-reported)
• Public Schools
• Pupil-Teacher Ratio
• Research Citations (cumulative, education institutions)
• Research Institutions (OpenAlex)
• Research Works (cumulative, education institutions)

psychographics · 32

• Addiction Treatment Search Interest
• 2024 Presidential Margin (R+/D+)
• CHR: Census Participation %
• CHR: Voter Turnout %
• Charitable Giving Rate
• Civic Organizations Rate
• Community Events Search Interest
• Cost of Living Search Interest
• Crime & Safety Search Interest
• Economic Connectedness
• Estimated Strongly Vaccine Hesitant Share (2021)
• Estimated Vaccine Hesitant Share (2021)
• Food Bank Search Interest
• Food Delivery Search Interest
• Formal Volunteering Rate
• Health Insurance Search Interest
• Home Prices Search Interest
• Informal Helping Rate
• Job Search Interest
• Mental Health Search Interest
• National Register of Historic Places: Listed Properties
• Online Education Search Interest
• Organizational Membership Rate
• Rent Search Interest
• SNAP Benefits Search Interest
• School Ratings Search Interest
• Social Network Clustering
• Social Support Ratio
• Telehealth Search Interest
• Urgent Care Search Interest
• Volunteering Group Membership Rate
• Voting in Local Elections Rate

technology · 29

• Households With Any Computing Device
• Drone Delivery Launch Sites
• Drone Delivery Fleets Serving the County
• Smartphone Only (No Computer)
• AI Occupation-Mix Exposure Index (resident workers, 0 to 1)
• No Internet Access
• % Households Cellular-Only Internet (2022)
• % Households With a Computer (2022)
• Broadband Availability Share (FCC Form 477)
• Broadband Coverage Gap
• Broadband Internet Subscription
• Broadband Usage Share (25 Mbps+, Microsoft telemetry)
• CHR: Broadband Access % (FCC-derived)
• Computer and Mathematical Occupations Share of Employed Residents (ACS 2020 to 2024)
• DC Fast EV Chargers per County
• Data Processing and Hosting Employment Noise Flag
• Data Processing, Hosting and Related Services Employment (NAICS 518210, CBP)
• EV Charging Stations per County
• FCC: % Blocks with 2+ Broadband Providers
• FCC: % Blocks with Broadband ≥100 Mbps
• FCC: % Blocks with Broadband ≥25 Mbps
• Level 2 EV Chargers per County
• Ookla Fixed: Avg Download Speed (2026-Q1)
• Ookla Fixed: Avg Latency (2026-Q1)
• Ookla Fixed: Avg Upload Speed (2026-Q1)
• Ookla Mobile: Avg Download Speed (2026-Q1)
• Ookla Mobile: Avg Latency (2026-Q1)
• Ookla Mobile: Avg Upload Speed (2026-Q1)
• With Internet Subscription

food · 29

• Grocery Stores per 1,000 Pop (2014)
• Adult Diabetes Rate (2013)
• Adult Obesity Rate (2013)
• Breweries in Planning
• Brewery Bars
• Brewery Locations
• Brewpubs
• CHR: Food Environment Index
• CHR: Food Insecurity %
• CHR: Limited Access to Healthy Foods %
• Closed Breweries
• Contract Breweries
• Fast Food Restaurants per 1,000 Pop
• Food Insecurity Rate (%)
• Full-Service Restaurants per 1,000 Pop
• Households Receiving SNAP/Food Stamps
• Large Breweries
• Low-Income Low-Access Tracts (1mi/10mi)
• Low-Income Population Beyond 1 Mile from SNAP Retailer
• Microbreweries
• Nanobreweries
• Population Beyond 1 Mile (driving) from SNAP Retailer
• Proprietor Breweries
• Regional Breweries
• Supercenters per 1,000 Pop (2014)
• Taprooms
• Total Breweries
• Total Households (SNAP universe)
• Tract Population 2020 (SRAM denominator)