Population & age
- Total population
- 5,100
- Median age
- 41.1
Harlan, KY (40831)
Harlan County · Population 5,100
Fresh.Data current as of Apr 24, 2026
Harlan, KY (ZIP 40831) sits in Harlan County. The page draws on 2 federal data feeds retrieved Apr 27. Health-survey coverage is limited for this ZIP. NCES lists 6 schools serving the area, 6 non-charter. 1 college or university serves the area, with median in-state tuition of $4,728. IRS data shows average household income (AGI) of $61,321, well above the ~$45K national average per return. BLS QCEW reports average annual pay of $44,461 per worker, roughly 32% below the US average. BLS LAUS records a 7.2% county unemployment rate (2024) — about 3.2 points above the US average and a labor-market distress signal. CDC's Social Vulnerability Index places this ZIP in the 79th percentile nationally — a highly vulnerable community profile. FEMA has issued 33 federal disaster declarations affecting this ZIP since 1967 — a high-frequency exposure profile. County Health Rankings reports 20,677 years of potential life lost per 100,000 (2025) — well above the national county median. USDA's Food Environment Atlas shows a strong food retail environment in this county — only 6.2% of residents are low-access and grocery density is above the national county median. Both healthcare access and on-paper school density skew lighter than national norms; what shows up here is a snapshot, not a verdict — neighborhood-level texture matters at this scale. Notable: median household income $29,746, fair market rent of $870 for a two-bedroom, and a typical home value of $100,689, down 6.1% over the past year. Every figure on this page links to its underlying federal dataset with a retrieval date so you can audit the freshness yourself.
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Demographics
Race & ethnicity
- White
- 93.5%
- Black
- 3.0%
- Asian
- 1.0%
- Hispanic / Latino
- 0.1%
- Other / multi-racial
- 2.0%
Income & housing
- Median household income
- $29,746
- Median home value
- $112,900
Education
- Bachelor's degree or higher (age 25+)
- 12.7%
Employment
- Unemployment rate
- 9.3%
Housing
- Owner-occupied
- 1,077(52.4%)
- Renter-occupied
- 978(47.6%)
- Vacant units
- 418
- Built (median)
- 1977
Commute
- Public transit
- 7(0.5%)
- Work from home
- 82(6.1%)
- Avg commute
- 16.8 min
Economic wellbeing
- Below poverty line
- 1,897(39.0%)
- Uninsured
- 92(1.8%)
Digital access
- Broadband access
- 1,670(81.3%)
- No broadband
- 385(18.7%)
Language & nativity
- Foreign-born
- 25(0.5%)
- Non-English at home
- 103(2.1%)
Fair Market Rent
Fresh.HUD SAFMR · May 1, 2026Studio
$690
/month
1 Bed
$700
/month
2 Bed
$870
/month
3 Bed
$1,140
/month
4 Bed
$1,150
/month
HUD Fair Market Rents represent the 40th percentile of standard-quality rental housing in this area. FY2026 data.
Home values
Typical home value
$100,689
Zillow Home Value Index (ZHVI) · as of March 2026
Year-over-year change
-6.1%
vs. March 2025
5-year change
+45.7%
vs. March 2021
Source: Zillow Research, ZHVI All Homes (SFR, Condo/Co-op) Time Series (zillow.com/research/data). Zillow Home Value Index (ZHVI) is copyrighted by Zillow, Inc.
New housing construction
New housing units permitted
0
Across 0 permitted buildings. Total construction value: $0.
Single-family
0
Multifamily (2+ unit)
0
Single-family value
$0
construction value
Multifamily value
$0
construction value
Based on county-level data (2024).
Source: U.S. Census Bureau Building Permits Survey (census.gov/construction/bps). Public domain. BPS reports annual residential building permits from local permit-issuing jurisdictions, aggregated to county. A permit reflects intent to build, not a completed unit — actual construction lags by 6-24 months for multifamily projects.
Income & tax statistics
Tax returns filed
1,700
Average AGI
$61,321
Avg property tax
$95
EITC participation
27.1%
Income distribution
- $1 – $25,00040.0% · 680
- $25,000 – $50,00022.4% · 380
- $50,000 – $75,00012.4% · 210
- $75,000 – $100,0009.4% · 160
- $100,000 – $200,00012.4% · 210
- $200,000 or more3.5% · 60
Avg mortgage interest
$101
Avg charitable contribution
$424
Avg capital gains
$903
Avg total income tax
—
Source: IRS Statistics of Income — Individual Income Tax Statistics by ZIP Code (irs.gov). Public domain. Dollar columns reported in thousands by the IRS; figures here display real dollars. Total ZCTA AGI for the area was $104.2M across all reported brackets.
Business & employment
Business establishments
184
Total employment
2,497
Annual payroll
$97.0M
Average annual pay
$38,827
Source: U.S. Census Bureau, ZIP Business Patterns (census.gov). Public domain. ZBP covers establishments with paid employees; Census suppresses employment and payroll values when fewer employers operate in a ZIP than would protect their confidentiality.
Employment & wages
Average annual pay
$44,461
Average weekly wage
$855
Total employment
6,280
Total establishments
525
That is roughly 32% below the US national average of $65,470 per worker.
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages (bls.gov/cew). Public domain. QCEW is derived from state unemployment-insurance filings and covers ~95% of US jobs. Figures are county-level totals assigned to ZIPs whose primary county matches; small-employer cells are suppressed by BLS to protect employer confidentiality.
Unemployment
Unemployment rate
7.2%
That is 3.2 percentage points above the US national unemployment rate of about 4.0%.
Labor force
7,730
Employed
7,175
Unemployed
555
Based on Harlan County, KY data (2024).
Source: U.S. Bureau of Labor Statistics, Local Area Unemployment Statistics (bls.gov/lau). Public domain. LAUS publishes monthly and annual labor-force estimates for every US county. Figures are county-level totals assigned to ZIPs whose primary county matches.
Banking access
FDIC-insured bank branches
6
Typical banking access
A standard suburban / mid-density branch count for this area.
Total deposits
$459.0M
across all branches in this ZIP
Distinct institutions
4
different banks operating here
Top banks by deposits in this ZIP
- 1.Hearthside Bank Corporation$188.7M · 2 branches
- 2.The Monticello Banking Company$133.3M · 2 branches
- 3.Truist Bank$88.9M · 1 branch
Based on FDIC-insured branch offices as of June 30, 2024.
Source: FDIC Summary of Deposits (fdic.gov). Annual June-30 snapshot of every FDIC-insured branch and the deposits booked there. Figures cover all institutions reporting a branch address in this ZIP.
Community health centers
Federally funded health-center sites
4
Multiple health-center sites
A handful of federally funded community health centers serve residents — typical of mid-density suburban and small-urban areas.
FQHC sites
2
federally qualified
Look-Alike sites
2
FQHC equivalents
Avg hours / week
43.4
across sites in this ZIP
Sites in this ZIP
- 1.Harlan-Bell Mobile Health Clinic
- 2.Clover Fork School Based Health at Harlan Independent Schools
- 3.Clover Fork Harlan
+ 1 more site in this ZIP
Federally Qualified Health Centers (FQHCs) and Look-Alike sites provide primary care on a sliding-fee scale, regardless of ability to pay. Active sites only; data refreshed 2026.
Source: HRSA Bureau of Primary Health Care (data.hrsa.gov). Per-ZIP counts of active service-delivery sites operated by Health Center Program grantees and Look-Alike organizations.
Hospitals & healthcare facilities
Facilities located inside ZIP 40831 from CMS Provider Data. Star ratings reflect Overall Hospital Quality where applicable; “Not rated” means the facility didn't report enough measures to qualify.
Hospitals (1)
HARLAN ARH HOSPITAL
★★★★★2.0
Acute Care Hospitals
Voluntary non-profit - Other
Emergency services
81 BALL PARK ROAD, HARLAN, KY, 40831
Source: Centers for Medicare & Medicaid Services Provider Data (data.cms.gov). Public domain.
Alternative-fuel stations
Public EV charging stations
0
No public EV charging in this ZIP
EV drivers will need to rely on home charging or stations in neighboring ZIPs. Other alternative-fuel options may still be available locally.
Propane (LPG)
1
Propane autogas
Active public stations only. Snapshot taken 2026; AFDC's underlying registry refreshes continuously as stations open and close.
Source: U.S. Department of Energy via NREL (afdc.energy.gov). Per-ZIP counts of active public alternative-fuel stations (electric, hydrogen, propane, CNG, biodiesel, E85, LNG, renewable diesel) and EV charging-port totals.
Public libraries
Public-library outlets
2
Multiple library outlets
Several public-library outlets within the ZIP, giving residents real choice in branch hours, programming, and walk-in distance.
Buildings
1
1 central
Avg hours / week
34.4
across outlets in this ZIP
Avg square feet
10,276
per outlet
Outlets in this ZIP
- 1.Harlan County Public Library
+ 1 more outlet in this ZIP
Includes 1 bookmobile — service location varies; check the system's schedule.
Public libraries provide free WiFi, computer access, children's programming, job-seeking resources, and meeting space — community infrastructure beyond books. FY2023 outlet inventory from the federal Public Libraries Survey.
Source: Institute of Museum and Library Services (imls.gov). Per-ZIP counts of active public-library outlets — central buildings, branches, and bookmobiles — operated by federally reporting library systems.
Federal Disaster Declarations
Federally Declared Disasters
33
Date Range
1967–2026
Most Recent Declaration
SEVERE WINTER STORM
Winter Storm — declared January 24, 2026 (DR-3633)
Incident period: January 23, 2026 – January 27, 2026
Top Incident Types
- Severe Storm11 (33%)
- Flood9 (27%)
- Snowstorm4 (12%)
- Fire3 (9%)
- Biological2 (6%)
- Other4 (12%)
Individual Assistance
8
Direct help to disaster survivors
Households Program
4
Housing & temporary lodging support
Public Assistance
32
Repair of public facilities & roads
Hazard Mitigation
17
Funding to reduce future disaster risk
FEMA declares disasters at the county level; counts here include every federally declared disaster touching any county that overlaps this ZIP. Statewide declarations and pre-1964 records without county granularity are excluded. Program flags reflect which FEMA assistance categories were activated (Individual Assistance, Households, Public Assistance, Hazard Mitigation). Source: fema.gov/openfema. Public domain.
Climate
30-year averages (1991-2020) from the nearest GHCN-D weather station. Temperature and precipitation values reflect typical annual conditions, not any single year.
Avg. temperature
54.8°F
42.3° – 67.4°
Annual precipitation
49.7"
Annual snowfall
9.3"
Heating · cooling days
4,619.8 · 938.2
Annual base 65°F
Nearest station: PENNINGTON GAP, VA US, 17.6 miles from the centroid of Harlan, KY (ZIP 40831)
Source: NOAA National Centers for Environmental Information, 1991–2020 U.S. Climate Normals (ncei.noaa.gov). Public domain.
Community health profile
Years of potential life lost (per 100K)
20,677
That is roughly 12,477 years per 100,000 above the national county median (~8,200).
Premature death is the headline composite outcome CHR reports — age-adjusted, all-cause, before age 75.
Fair or poor health
31%
of adults self-report
Poor physical health days
6.2
avg per adult per month
Poor mental health days
6.4
avg per adult per month
Uninsured
6.6%
of residents under 65
Primary care MDs
34
per 100,000 residents
Preventable hospital stays
5,625
per 100K Medicare enrollees
Food environment (0-10)
5.9
10 = best access & security
Exercise access
60%
residents near a facility
Flu vaccinated
22%
of Medicare enrollees
Low birth weight (under 2,500 g) accounts for 10.4% of live births in this county — an early-life health input that downstream outcomes track against.
Based on Harlan data (2025 CHR release).
Source: County Health Rankings & Roadmaps, University of Wisconsin Population Health Institute (countyhealthrankings.org). Annual release. Underlying source datasets vary by measure (CDC BRFSS, NCHS Vital Statistics, AHA, USDA Food Environment Atlas, and others). Figures are county-level and assigned to every ZIP whose primary county matches.
Food access
Food access status
Good food access — most residents near a store
6.2% of Harlan County, KY residents live more than 1 mile (urban) or 10 miles (rural) from the nearest supermarket.
Grocery stores
0.31
per 1,000 residents
Supercenters & clubs
—
per 1,000 residents
SNAP-authorized stores
1.62
accepting food benefits
Fast-food restaurants
0.86
per 1,000 residents
Per-1,000 figures show how many of each store type exist in Harlan County, KY for every 1,000 residents. Higher grocery and supercenter density usually means easier access to fresh food; higher convenience-store-only density (with low grocery rate) often signals a food swamp.
Source: USDA Economic Research Service, Food Environment Atlas (ers.usda.gov). County-level metrics fanned to ZIP via the primary county in the Census ZCTA-county relationship file. Variable years differ per family (stores ~2020, low-access ~2019).
Safety
FBI publishes crime data at the county level. Numbers below cover the primary county that contains this ZIP. Rates are per 100,000 residents in the area covered by reporting agencies.
Violent crime rate
—
per 100K residents · 4 reports
Property crime rate
—
per 100K residents · 23 reports
Homicide
0
Robbery
0
Burglary
6
Vehicle theft
5
County-level data for Harlan (2024)
Source: U.S. Federal Bureau of Investigation, Uniform Crime Reporting Program (cde.ucr.cjis.gov). Public domain. Coverage varies by reporting agency; areas with partial agency coverage may understate true crime totals.
Who’s moving in and out
Net migration (2022-2023)
▲+39 people
−11 households • −$2.0M net AGI flow
Moved in
339households
682 people • $13.2M AGI
Moved out
350households
643 people • $15.3M AGI
Where new residents came from
No county-level breakdown available.
Where departing residents went
- Laurel County, KY — 26 households
- Madison County, KY — 21 households
Incoming households reported an average AGI of $39,009 versus departing households' $43,586.
Source: U.S. Internal Revenue Service, Statistics of Income, Migration Data (irs.gov). Public domain. Migration is measured by year-over-year changes in the address on individual tax returns; figures are county-level totals attributed to ZIPs whose primary county matches. Foreign migration contributes to inflow/outflow totals but does not appear in the top-county lists. Small flows are suppressed by IRS to protect taxpayer confidentiality.
Taxes & benefits in Kentucky
State-level rules that apply to every resident of ZIP 40831. Numbers reflect the most recent published year per source.
Tax rates
Income tax
Yes
graduated
Sales tax (combined)
6.00%
State 6.00% · avg local 0.00%
Property tax (effective)
0.74%
Median $2,003/year
Tax burden rank
23 of 50
9.80% of personal income
For ZIP 40831: Applied to this ZIP's typical home value of $100,689, that works out to roughly $746/year in property tax.
Paid family leave
Program
Voluntary (private insurance framework)
Voluntary (private insurance framework)
Safety net
SNAP eligibility
200% FPL
Broad-Based Categorical Eligibility (raises gross income limit above federal 130% floor). No asset test.
Sources: Tax Foundation (state tax rates & brackets), Bipartisan Policy Center (paid family leave), USDA FNS (SNAP categorical eligibility).
Other ZIPs near 40831
Other ZIPs in Harlan
Nearby ZIPs by distance
40830 (1.1 mi) · 40964 (1.6 mi) · 40829 (2.9 mi) · 40824 (5.2 mi) · 40873 (South Wallins, 5.3 mi) · 40815 (Cawood, 5.7 mi)
Compare ZIP-level stats — population, schools, housing, climate — across nearby areas. Source: U.S. Census Bureau ZCTA basemap.
Data sources used on this page
SourcesFresh.CDC PLACES · Apr 24, 2026Fresh.NCES CCD via Urban Institute EDP · Apr 27, 2026Fresh.HUD SAFMR · May 1, 2026
All data on this page is sourced from federal government datasets · Not AI-generated · Methodology
Health profile
Crude prevalence estimates from CDC PLACES, derived from BRFSS small-area modeling. Population-level figures only.
All Teeth Lost
27.0%
No national benchmark available.
Short Sleep Duration
43.8%
No national benchmark available.
Colorectal Cancer Screening
62.4%
No national benchmark available.
Dental Visit
48.4%
No national benchmark available.
Mammography
69.7%
No national benchmark available.
Schools in this ZIP
6 schools serve this ZIP, including 6 non-charter.
| School | Type | Grades | Enrollment |
|---|---|---|---|
| Harlan High School | Public | 5–12 | 358 |
| James A. Cawood Elementary | Public | -1–8 | 353 |
| Harlan Elementary School | Public | 0–4 | 269 |
| Sunshine School | Public | -1–-1 | 74 |
| Cumberland Tech - Harlan Campus | Vocational | 15–15 | — |
Showing top 5 by enrollment. 1 more schools serve this ZIP.
Schools listed from NCES Common Core of Data via the Urban Institute Education Data Portal.
Fresh.NCES CCD via Urban Institute EDP · Apr 27, 2026Colleges & universities nearby
Colleges in this area
1
Median in-state tuition
$4,728
Median earnings (10 yr)
$29,482
- 2-Year
Southeast Kentucky Community & Technical College
Cumberland, KY · 40823
- In-state tuition
- $4,728
- Out-of-state tuition
- $6,432
- Acceptance rate
- —
- Graduation rate
- 45.4%
- Median earnings (10 yr)
- $29,482
- Median student debt
- $6,919
Source: U.S. Department of Education College Scorecard (collegescorecard.ed.gov). Public domain data. Earnings figures reflect median earnings 10 years after entry for federally-aided students.
What these numbers say together
Harlan, KY (ZIP 40831) sits in Harlan County. The page draws on 2 federal data feeds retrieved Apr 27. Health-survey coverage is limited for this ZIP. NCES lists 6 schools serving the area, 6 non-charter. 1 college or university serves the area, with median in-state tuition of $4,728. IRS data shows average household income (AGI) of $61,321, well above the ~$45K national average per return. BLS QCEW reports average annual pay of $44,461 per worker, roughly 32% below the US average. BLS LAUS records a 7.2% county unemployment rate (2024) — about 3.2 points above the US average and a labor-market distress signal. CDC's Social Vulnerability Index places this ZIP in the 79th percentile nationally — a highly vulnerable community profile. FEMA has issued 33 federal disaster declarations affecting this ZIP since 1967 — a high-frequency exposure profile. County Health Rankings reports 20,677 years of potential life lost per 100,000 (2025) — well above the national county median. USDA's Food Environment Atlas shows a strong food retail environment in this county — only 6.2% of residents are low-access and grocery density is above the national county median. Both healthcare access and on-paper school density skew lighter than national norms; what shows up here is a snapshot, not a verdict — neighborhood-level texture matters at this scale. Notable: median household income $29,746, fair market rent of $870 for a two-bedroom, and a typical home value of $100,689, down 6.1% over the past year. Every figure on this page links to its underlying federal dataset with a retrieval date so you can audit the freshness yourself.
Both surfaces skew lighter than national averages. That isn’t a verdict — small-area estimates compress real neighborhood-level texture, and a single ZIP reading can miss a district line or a hospital corridor sitting just outside it. Treat this as a starting point for fieldwork, not a conclusion.
Each figure on this page links to the original federal dataset with its retrieval date — this synthesis is a reading, not a substitute for the underlying records.
Frequently Asked Questions — ZIP 40831
How many schools are in ZIP 40831?
6 schools serve this ZIP, including 6 public schools (NCES CCD, retrieved Apr 27, 2026). No charter schools are listed in this ZIP by NCES CCD.
Does ZIP 40831 have charter schools?
No charter schools are listed in ZIP 40831 by NCES CCD (retrieved Apr 27, 2026).
Are there high schools in ZIP 40831?
Yes, 1 high school serves this ZIP: Harlan High School. (NCES CCD, retrieved Apr 27, 2026).
What is the population of ZIP 40831?
5,100 people live in ZIP 40831, with a median age of 41.1 (Census ACS 5-Year 2022, retrieved Apr 30, 2026).
What is the median household income in ZIP 40831?
$29,746 per year (Census ACS 5-Year 2022, retrieved Apr 30, 2026).
Is ZIP 40831 mostly renters or homeowners?
In ZIP 40831, 52.4% of occupied housing units are owner-occupied and 47.6% are renter-occupied (Census ACS 5-Year 2022, retrieved Apr 30, 2026).
How do people commute in ZIP 40831?
In ZIP 40831, 6.1% of workers work from home. Public transit is used by 0.5% of commuters (Census ACS 5-Year 2022, retrieved Apr 30, 2026).
What is the poverty rate in ZIP 40831?
39.0% of the population in ZIP 40831 lives below the federal poverty line (Census ACS 5-Year 2022, retrieved Apr 30, 2026).
What percentage of households in ZIP 40831 have broadband internet?
81.3% of households in ZIP 40831 have broadband internet access (Census ACS 5-Year 2022, retrieved Apr 30, 2026).
What is the typical home value in ZIP 40831?
The typical home value in ZIP 40831 is $100,689, down 6.1% from a year ago (Zillow Home Value Index, retrieved May 1, 2026).
Are home values rising or falling in ZIP 40831?
Home values are down 6.1% over the past year and up 45.7% over the past five years (Zillow Home Value Index, retrieved May 1, 2026).
What is the average household income in ZIP 40831?
The average Adjusted Gross Income reported on tax returns from ZIP 40831 (Harlan, KY) is $61,321 per return (IRS SOI Tax Year 2022, retrieved May 2, 2026).
How much do homeowners pay in property tax in ZIP 40831?
Tax returns from ZIP 40831 report an average of $95 per return in real-estate tax deductions (IRS SOI Tax Year 2022, retrieved May 2, 2026).
What percentage of residents in ZIP 40831 earn over $200,000?
3.5% of tax returns from ZIP 40831 (Harlan, KY) report Adjusted Gross Income of $200,000 or more (IRS SOI Tax Year 2022, retrieved May 2, 2026).
How many businesses are in ZIP 40831?
As of 2022, 184 business establishments operated in ZIP 40831 employing 2,497 workers (Census ZIP Business Patterns, retrieved May 3, 2026).
What is the average salary in ZIP 40831?
The average annual pay across all local establishments in ZIP 40831 is $38,827, based on Census ZIP Business Patterns 2022 data (retrieved May 3, 2026).
How vulnerable is ZIP 40831 to disasters and public health emergencies?
According to the CDC Social Vulnerability Index (2022), ZIP 40831 ranks in the 79th percentile nationally for social vulnerability — a very high vulnerability profile (retrieved May 3, 2026).
What is the biggest vulnerability factor in ZIP 40831?
Housing Type & Transportation is the highest-scoring CDC SVI theme for ZIP 40831, ranking in the 88th percentile nationally (CDC/ATSDR Social Vulnerability Index 2022, retrieved May 3, 2026).
How many federally declared disasters has ZIP 40831 experienced?
FEMA has recorded 33 federal disaster declarations affecting ZIP 40831 between 1967–2026 (FEMA OpenFEMA Disaster Declarations, retrieved May 3, 2026).
What kinds of disasters most often hit ZIP 40831?
Severe Storm is the most common federally declared disaster type affecting ZIP 40831, accounting for 11 of 33 declarations (33%, FEMA OpenFEMA, retrieved May 3, 2026).
What was the most recent disaster declared for ZIP 40831?
The most recent FEMA disaster declaration affecting ZIP 40831 was "SEVERE WINTER STORM" — a winter storm declared in 2026 (DR-3633) (FEMA OpenFEMA, retrieved May 3, 2026).
What colleges are near ZIP 40831?
1 college or university is listed near ZIP 40831 by the U.S. Department of Education College Scorecard, including Southeast Kentucky Community & Technical College (retrieved May 2, 2026).
What is the average tuition at colleges near ZIP 40831?
Median in-state tuition across 1 nearby institution is $4,728 (College Scorecard, retrieved May 2, 2026).
What do graduates earn from colleges near ZIP 40831?
Graduates of nearby colleges earn a median of $29,482 ten years after entry (College Scorecard, retrieved May 2, 2026).
What is the climate like in ZIP 40831?
ZIP 40831 has an average annual temperature of 54.8°F and 49.7" of annual precipitation based on the PENNINGTON GAP, VA US weather station 17.6 miles from the ZIP centroid (NOAA 1991–2020 Climate Normals, retrieved May 8, 2026).
What hospitals are in ZIP 40831?
1 hospital is located in ZIP 40831 1 is rated by CMS, with an average overall rating of 2.0 out of 5 stars (CMS Hospital Compare, 2024).
What taxes apply in ZIP 40831?
Kentucky has a graduated income tax with a top rate of unspecified. Combined sales tax: 6.00% (Tax Foundation 2025).
Does Kentucky have paid family leave?
Kentucky runs an active paid family leave program offering up to — weeks of paid leave per year (Bipartisan Policy Center 2026).
What data is available for ZIP 40831?
This page covers health outcomes from CDC PLACES (5 metrics), school information from NCES CCD (6 schools), demographics from the Census ACS 5-Year (2022), home values from the Zillow Home Value Index, colleges from the U.S. Department of Education College Scorecard (1 institution), income & tax statistics from the IRS SOI (Tax Year 2022), local business & employment from Census ZIP Business Patterns (2022), social vulnerability scores from the CDC/ATSDR SVI (2022), federal disaster declarations from FEMA OpenFEMA (33 on record), climate normals from NOAA NCEI (1991-2020), county-level crime data from the FBI Crime Data Explorer (2024), hospitals from CMS Hospital Compare, and state-level tax rates from the Tax Foundation. Data is refreshed on Mubboo's standard schedule.
How current is this data?
Health data retrieved Apr 24, 2026 from CDC PLACES. School data retrieved Apr 27, 2026 from NCES CCD. Demographics retrieved Apr 30, 2026 from Census ACS 5-Year (2022). Home values retrieved May 1, 2026 from Zillow Research. College data retrieved May 2, 2026 from U.S. Dept of Education College Scorecard. Income & tax statistics retrieved May 2, 2026 from IRS SOI (Tax Year 2022). Business & employment retrieved May 3, 2026 from Census ZBP (2022). Social vulnerability scores retrieved May 3, 2026 from CDC/ATSDR SVI (2022). Federal disaster declarations retrieved May 3, 2026 from FEMA OpenFEMA (33 on record). Climate normals retrieved May 8, 2026 from NOAA NCEI (1991-2020). County-level crime data retrieved May 4, 2026 from the FBI Crime Data Explorer (2024). State-level tax rates retrieved 2026-05-05 15:58:22.284+00 from the Tax Foundation.
Other ZIPs near 40831
Other ZIPs in Harlan
Nearby ZIPs by distance
40830 (1.1 mi) · 40964 (1.6 mi) · 40829 (2.9 mi) · 40824 (5.2 mi) · 40873 (South Wallins, 5.3 mi) · 40815 (Cawood, 5.7 mi)
Compare ZIP-level stats — population, schools, housing, climate — across nearby areas. Source: U.S. Census Bureau ZCTA basemap.
More Info topics
Have a specific question about ZIP 40831?
Ask Mubboo — launching Q4 2026.
Data refreshed via Mubboo's ETL pipeline; oldest source on this page retrieved Apr 24, 2026.
Social Vulnerability Index
Overall SVI
79th percentile
Very High Vulnerability
Based on 4 census tracts, population 4,270
Vulnerability Themes
Households Without Vehicle
172
Persons with Disability
1,197
Without HS Diploma
824
Without Health Insurance
253
Adults Age 65+
915
The Social Vulnerability Index uses U.S. Census data to identify communities most at risk during public health emergencies and natural disasters. Higher percentiles indicate greater vulnerability. Tract-level scores are aggregated to this ZCTA via Census 2020 ZCTA→Tract crosswalk, weighted by land-area share. Source: atsdr.cdc.gov. Public domain.