City profile · Kentucky · Census ACS 2023

Ludlow, KY

Ludlow's Census ACS profile: residents, income, housing, and the joined public-record layers available for this place.

4,378
Residents
$58,295
Median income
$154,700
Median home
$984
Median rent (state)
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Side-by-side metrics and state or size-class ranks use the same Census and FBI fields shown on this profile. Results stay in the URL so you can bookmark or share them.

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Starting with Ludlow, KY - add up to three more cities on the compare page.

See how it ranks

State rank, size-class rank, and four peer cities for Ludlow.

Place dossier plate

Sheet KY-LUDLOW-KY · Ludlow, KY 4,378 pop · income 33rd pct

POP-VILLAGE · INC-MID · COL-BELOW · SAFE-MID · RANK-LOWER · PHOTO-FINISH · HOME-LOW · BOOK-UNK

  • POP-VILLAGE 4,378
  • INC-MID $58,295
  • COL-BELOW 90.2
  • SAFE-MID 57th pct
  • RANK-LOWER 33rd
  • PHOTO-FINISH ≈ Atkins
  • HOME-LOW $154,700
  • BOOK-UNK Tracts pending

Nearest income peer: Atkins, AR (+ $4 income $)

Instrument codes from this place’s ACS population and household income, BEA state COL, FBI safety, national income percentile, photo-finish peer city, home-value band, and matched Census-tract book - not a moving recommendation.

Income neighbourhood around Ludlow

Lowest/highest poles plus peers nearest Ludlow on median household income. Full ladder: /browse and /rankings.

median HH income

What this shows Neighbourhood peers only - not a full nationwide city board. Open a near peer when the gap is small; open the poles when the spread is wide.

Source U.S. Census Bureau · ACS 5-Year Estimates As of 2026-08-08

Compare beyond this state

Nationwide peers by population, income, and FBI crime rate

Out-of-state nearest neighbors for Ludlow on ACS population and median household income , plus FBI UCR reporting rate when the extract covers this place. Link sets are deduped so each column is a distinct comparison path, not a forecast that peers share a labor market or climate.

Similar population

Nearest out-of-state cities by ACS population. This city: 4,378.

4 peers

Similar household income

Nearest out-of-state cities by ACS median household income. This city: $58,295. Population peers are excluded.

4 peers

Similar FBI crime rate

Nearest out-of-state cities by UCR crimes per 100,000. This city: 1182.5. Population and income peers are excluded.

4 peers

Agency-reported UCR totals per 100,000 population, not a neighborhood safety grade or a prediction of personal risk.

Ludlow - the verdict

Out of every US city with 1,000+ residents, Ludlow places in the 33rd percentile for household income and the 57th percentile for safety. Source: Census ACS + FBI UCR.

33rd
percentile, household income
28th
percentile, home value
10th
percentile, median rent
57th
percentile, safety
📝 How we sourced this

Population, income, and housing-cost figures come from the U.S. Census Bureau American Community Survey 5-year estimates (B-series tables). Crime data uses FBI UCR; climate uses NOAA Climate Normals; school counts come from NCES Common Core of Data; permits use the Census Building Permits Survey (BPS). See our methodology page for the full ETL pipeline and OMB / FIPS join keys.

Data Snapshot: Ludlow, KY

Ludlow is a small town in Kentucky, home to 4,378 residents per U.S. Census Bureau ACS 2023 estimates. Ludlow households earn a median of $58,295 annually, below the median for U.S. cities on this measure, with a poverty rate of 15.5%. Home values in Ludlow run a median of $154,700, and the median resident age is 37.7 years. About 34.2% of adults hold a bachelor's degree or higher, while 63.8% of working-age residents are in the labor force.

In 2024, 4 residential building permits were authorized in Ludlow (Low Activity), per Census BPS data. Ludlow reports a comparatively low crime rate: the FBI's Uniform Crime Reporting program logs 1182.5 total incidents per 100,000 residents here, below the national average (agency reporting is voluntary, so this measures reporting activity, not a definitive danger score).

Living costs in Kentucky run below the national norm: on BEA's 100-equals-national-average cost index, Kentucky scores 90.2 (Well Below Average), per the 2024 Regional Price Parities release. HUD Fair Market Rent for a typical two-bedroom in this state is $984 per month. EIA 2023 residential energy data puts Kentucky's average monthly utility costs around $225 (state average). Natural-hazard exposure scores 44.2 out of 100 on FEMA's National Risk Index (Low).

A decision-led reading path

Useful questions to ask of Ludlow's data

How this reading path is ordered

This is not a composite city score. It is a city-specific route through the available public records, ordered for this profile so the page starts with questions the joined data can actually answer. The route here runs from schools and households to population change to work and mobility to reported crime to housing and income to comparison shortlist; another city can have a different sequence or fewer supported layers because the source joins are not uniform.

For Ludlow, city-specific coverage includes FBI reported-crime rates, matched public-school count, commute-mode shares, local building permits, annual population history. No matched row is reported here for within-city Census tract profiles; the page leaves those layers out instead of substituting a statewide or national value.

Question 1

What does the education layer cover for Ludlow?

The NCES join finds 2 public schools within the city match. 34.2% of adults age 25+ hold a bachelor's degree or higher in the ACS estimate. These measures answer different questions: the school count describes local institutions, while adult attainment describes residents and cannot be used as a school-quality rating.

The matched institution count is small, so district boundaries and schools outside the city line may matter more than the municipal count suggests. Use the number as a coverage cue, then verify attendance zones with the district before making a household decision.

See how the family ranking is built →

2. Population change

Is Ludlow growing, shrinking, or holding steady?

The recent population line is broadly flat. That makes the composition of change more important than the headline count: housing turnover, household size, and age structure can shift even when the total barely moves.

Census PEP estimates show the population declined by -1 residents from 2020 to 2025, a -0.0% change. Separately, Census BPS recorded 4 housing units authorized in 2024. PEP and ACS are different Census series, so the trend is kept separate from the headline ACS population.

See the national growth ranking →

3. Work and mobility

What does the journey to work look like in Ludlow?

Mode share answers how workers usually travel; it does not measure congestion, reliability, distance to a particular job, or the quality of transit service. No single mode completely explains the work trip here. The mix is more useful than a one-number commute grade, especially when comparing places where transit, walking, and remote work divide the non-driving share differently.

Driving alone is the largest reported mode at 79.7%. A reliable mean commute time is not available for this row, so the mode shares carry the comparison.

Compare commute patterns →

Question 4

Which cities make useful reference points for Ludlow?

Within Kentucky, the closest population matches are Scottsville (4,391 residents, $36,259 income); Crescent Springs (4,402 residents, $76,530 income); Farley (4,402 residents, $45,676 income). Outside the state, the closest population matches in this dataset are Lolo, MT (4,378 residents); Egg Harbor City, NJ (4,378 residents); Hamburg, PA (4,377 residents). A third, income-matched reference set of 6 out-of-state cities sits in the income neighbourhood chart near the Place Dossier plate. These are mechanical peer sets, not claims that the places share a labor market, climate, culture, or metro context.

Use the in-state set to hold state policy and broad price conditions more nearly constant. Use the nationwide size set to ask whether cities with a similar resident count produce different housing, income, or commute outcomes. The income set is a third lens, deliberately separate from population matching. The nationwide peer panel below adds a fourth FBI UCR reporting-rate lens, not personal risk.

Open a side-by-side comparison →

Other supported questions

Why these stay compact

These joined records add useful context, but they do not need another full-size panel. Each remains a separate measure with its own geography and source boundary.

Reported crime

What can the FBI record say about safety in Ludlow?

Treat this as a reporting-rate comparison, not a prediction of personal risk or a neighborhood-level safety grade. Tourism, daytime population, reporting practices, and variation inside the city are not adjusted away. The state rank and same-state peer table are the narrower comparisons available on this page.

The joined FBI UCR record reports 1182.5 violent and property crimes per 100,000 residents, below the 2280.5 national reference used here. The difference is 48% lower in arithmetic terms, but agency participation is voluntary and reporting completeness varies.

Property rate
1089.7
Violent rate
92.7
Total reported rate
1182.5

FBI Uniform Crime Reporting, incidents per 100,000. Voluntary agency reporting; not a danger score.

Review the safety ranking method →

Housing and income

How far does income reach against housing in Ludlow?

The home-value-to-income reference sits in a middle range: the ACS median home value is 2.7 times median household income. The ACS poverty estimate is 15.5%, which keeps the citywide median from describing every household.

This is a citywide price-to-income reference, not a mortgage-affordability test; it does not include interest rates, taxes, insurance, household size, or an individual buyer's down payment. Income and home value move within the same broad scale here. The useful next check is not a generic affordability label, but whether similar-size cities offer a materially different income, housing, or commute trade-off.

Household income
$58,295
Home value
$154,700
Value / income
2.7×

City-level Census ACS 2023 medians. The ratio divides two separate medians and is descriptive only.

Compare the housing trade-off →

Population

4,378 residents

Micro place (under 10k)

Median Household Income

$58,295 /yr

Below median income · poverty 15.5% (High poverty)

Cost of Living Index (state)

90.2 (US=100)

Affordable · BEA RPP 2024, Kentucky average

City profile score · Ludlow, KY

54/100

5 published dimensions · ACS/FBI 2023

Comparative score against U.S. cities with population of 1,000 or more on Census ACS medians (income, poverty, bachelor's share, cost of living) and FBI UCR violent-crime rates when published. Higher means a stronger standing on those published figures, not a livability rating, not a recommendation to move, buy, or pick a "best" city. Missing inputs drop out and redistribute weight. How it is calculated.

Cost of living A
90.2 index

BEA state Regional Price Parities index (100 ≈ national average); lower is stronger on this axis. Same value for every city in the state.

Violent crime B
93 /100k

FBI UCR violent offenses per 100,000 residents; lower is stronger on this axis.

Bachelor's+ share B-
34.2%

Adults with a bachelor's degree or higher; ACS.

Household income F
$58,295

Median household income vs U.S. cities (pop ≥1,000); ACS.

Poverty rate F
15.5%

Share of residents below the poverty line; lower scores better on this axis.

Ludlow profile (scored ACS/FBI dimensions) 5-axis radar comparing 1 series across Cost of living, Violent crime, Bachelor's+ share, Household income, Poverty rate. Cost of livingViolent crimeBachelor's+ shareHousehold incomePoverty rate 54 C-
Ludlow profile (scored ACS/FBI dimensions)
Read the chart values
  • Cost of living: 85/100 (A) · 90.2 index
  • Violent crime: 73/100 (B) · 93 /100k
  • Bachelor's+ share: 65/100 (B-) · 34.2%
  • Household income: 32/100 (F) · $58,295
  • Poverty rate: 22/100 (F) · 15.5%

Where Ludlow sits on home value vs crime among peer cities

Ludlow's median home value and FBI crime rate plotted with similar-size and same-state peers (padded with large cities when the peer set is thin). The second read: pricey does not always mean safer, check which quadrant this city lands in.

Census ACS median home value vs FBI UCR crime rate - Ludlow highlighted among 27 peers. 2×2 strategic matrix plotting 27 entities by Median home value ($) (X) and Crime rate (per 100k, lower = safer) (Y), with a crosshair dividing the plot into four quadrants. Pricier, lower crimeAffordable, lower crimePricier, higher crimeAffordable, higher crime $0$500,000$1,000,000$1,500,000 02,0004,0006,0008,000 Median home value ($) Crime rate (per 100k, lower = safer)
Census ACS median home value vs FBI UCR crime rate - Ludlow highlighted among 27 peers.
Read the chart values
  • Ludlow, KY (this city): home $154,700, crime 1,183/100k
  • Egg Harbor City, NJ : home $182,100, crime 1,915/100k
  • Hamburg, PA : home $182,900, crime 1,565/100k
  • Prescott, WI : home $282,100, crime 507/100k
  • Scottsville, KY : home $140,600, crime 823/100k
  • Greenville, KY : home $118,500, crime 415/100k
  • Paintsville, KY : home $110,800, crime 146/100k
  • New York, NY : home $751,700, crime 3,039/100k
  • Los Angeles, CA : home $879,500, crime 2,212/100k
  • Chicago, IL : home $315,200, crime 4,012/100k
  • Houston, TX : home $253,400, crime 5,442/100k
  • Phoenix, AZ : home $381,900, crime 3,125/100k
  • Philadelphia, PA : home $232,400, crime 5,457/100k
  • San Antonio, TX : home $219,700, crime 5,218/100k
  • San Diego, CA : home $848,500, crime 2,082/100k
  • Dallas, TX : home $295,300, crime 4,010/100k
  • San Jose, CA : home $1,187,800, crime 3,195/100k
  • Austin, TX : home $512,700, crime 3,709/100k
  • Fort Worth, TX : home $277,300, crime 3,158/100k
  • Columbus, OH : home $234,500, crime 3,088/100k
  • Indianapolis, IN : home $207,000, crime 4,214/100k
  • San Francisco, CA : home $1,380,500, crime 4,526/100k
  • Seattle, WA : home $912,100, crime 5,783/100k
  • Denver, CO : home $586,700, crime 5,755/100k
  • Oklahoma City, OK : home $215,100, crime 3,570/100k
  • El Paso, TX : home $171,700, crime 1,772/100k
  • Washington, DC : home $724,600, crime 4,514/100k

How does Ludlow compare to other US cities?

Where Ludlow sits among all US cities (population 1,000+) on each measure, computed live from Census and FBI data.

Household income 33% higher than other cities
Home value 28% pricier than other cities
Median rent 10% pricier than other cities
Safety 57% safer than other cities

"Safer than" reflects total crime rate from FBI UCR; the others use Census ACS estimates.

National percentiles can mask local variation. Looking only at Kentucky, Ludlow ranks #125 of 181 Kentucky cities by lowest crime rate - a narrower, more locally useful cut than the national comparison above.

How we calculate these percentiles & ranks

Each percentile compares Ludlow against every qualifying US city; each in-state rank narrows that to Kentucky only. Full formula and direction notes: methodology.

Kentucky-relative analysis

Median Gross Rent places Ludlow near the bottom of Kentucky's cities

Among the 520 Kentucky cities PlainCities tracks with reported median gross rent data, Ludlow ranks #1 - the 0th percentile within the state. This is a different, narrower cut than the nationwide percentiles above: it compares Ludlow only against its own state's cities, not the full US field.

Median Household Income
#220 of 485
55th percentile in Kentucky
Median Gross Rent
#1 of 520
0th percentile in Kentucky
Median Home Value
#226 of 484
53rd percentile in Kentucky
Poverty Rate
#204 of 519
61st percentile in Kentucky
Bachelor's Degree or Higher
#132 of 520
75th percentile in Kentucky
How in-state ranks are ordered

Ranked by raw value (highest first); a higher rank is not automatically "better" for every measure, see each metric's own context above. This is a comparison within Kentucky only, not a livability score. See the methodology for the source and calculation.

33rdIncome percentile
57thSafety percentile
Gauge source note

33rd percentile nationally for median household income · 57th percentile for safety (lower crime rate). Source: Census ACS 2023 / FBI UCR 2023.

Ludlow's profile vs. every US city

Income, affordability, and safety percentile

Ludlow's percentile rank on 3 favorable-direction measures (income, affordability, safety) vs. every tracked US city -- higher on every axis is more favorable. Not a composite quality score, just the arithmetic mean of the axes shown. 3-axis radar comparing 1 series across Income, Affordability, Safety. IncomeAffordabilitySafety 57 Avg. percentile National median
Ludlow's percentile rank on 3 favorable-direction measures (income, affordability, safety) vs. every tracked US city -- higher on every axis is more favorable. Not a composite quality score, just the arithmetic mean of the axes shown.

How Ludlow's home value compares nationally

Median home value vs. every US city (population 1,000+)

$154,700 Among the most affordable more affordable than 72% of 15,600 US cities

Show national distribution $0–$25,000: 5 US cities (0%). Below this entry. $25,000–$50,000: 54 US cities (0%). Below this entry. $50,000–$75,000: 352 US cities (2%). Below this entry. $75,000–$100,000: 1,086 US cities (7%). Below this entry. $100,000–$125,000: 1,516 US cities (10%). Below this entry. $125,000–$150,000: 1,170 US cities (8%). Below this entry. $150,000–$175,000: 1,278 US cities (8%). This entry sits in this band. $175,000–$200,000: 1,229 US cities (8%). Above this entry. $200,000–$225,000: 1,035 US cities (7%). Above this entry. $225,000–$250,000: 976 US cities (6%). Above this entry. $250,000–$275,000: 754 US cities (5%). Above this entry. $275,000–$300,000: 712 US cities (5%). Above this entry. $300,000–$325,000: 521 US cities (3%). Above this entry. $325,000–$350,000: 526 US cities (3%). Above this entry. $350,000–$375,000: 465 US cities (3%). Above this entry. $375,000–$400,000: 393 US cities (3%). Above this entry. $400,000–$425,000: 317 US cities (2%). Above this entry. $425,000–$450,000: 300 US cities (2%). Above this entry. $450,000–$475,000: 307 US cities (2%). Above this entry. $475,000–$500,000: 250 US cities (2%). Above this entry. $500,000–$525,000: 160 US cities (1%). Above this entry. $525,000–$550,000: 156 US cities (1%). Above this entry. $550,000–$575,000: 172 US cities (1%). Above this entry. $575,000–$600,000: 172 US cities (1%). Above this entry. $600,000–$625,000: 163 US cities (1%). Above this entry. $625,000–$650,000: 167 US cities (1%). Above this entry. $650,000–$675,000: 135 US cities (1%). Above this entry. $675,000–$700,000: 101 US cities (1%). Above this entry. $700,000–$725,000: 95 US cities (1%). Above this entry. $725,000–$750,000: 71 US cities (0%). Above this entry. $750,000–$775,000: 65 US cities (0%). Above this entry. $775,000–$800,000: 70 US cities (0%). Above this entry. $800,000–$825,000: 57 US cities (0%). Above this entry. $825,000–$850,000: 67 US cities (0%). Above this entry. $850,000–$875,000: 60 US cities (0%). Above this entry. $875,000–$900,000: 58 US cities (0%). Above this entry. $900,000–$925,000: 47 US cities (0%). Above this entry. $925,000–$950,000: 37 US cities (0%). Above this entry. $950,000–$975,000: 31 US cities (0%). Above this entry. $975,000–$1,000,000: 470 US cities (3%). Above this entry. $1,000,000–$1,025,000: 0 US cities (0%). Above this entry. Ludlow $0 $1,025,000 every US city, bucketed by value

Each bar is a $25K-wide band; taller bars hold more US cities. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count, share, and where it sits relative to this entry.

Source U.S. Census Bureau ACS 5-Year Estimates · 2023

Ludlow's home-value-to-income ratio: 2.7×

ACS median home value divided by median household income.

Band
affordable
< 3.0×
National rank
#4,786 of 15,516
More affordable than 69% of tracked cities (pop. 1,000+)
Size class
#4,226 of 11,323
Micro cities (under 10,000)

At 2.7×, Ludlow sits in the affordable band: national rank #4,786 of 15,516 and #4,226 of 11,323micro cities (under 10,000). The multiple is comparatively compact among tracked cities, but a low ratio can still coexist with slow demand or household-level hardship.

How this ratio is calculated

Ratio = Census ACS 2023 median home value ÷ median household income for cities with both fields and population ≥ 1,000. Rank 1 = lowest ratio (most compact). Bands match the fleet affordability thresholds used on guides (<3.0 / 3.0–5.0 / >5.0). This is not a mortgage payment estimate and does not include rates, taxes, insurance, or down payment.

Income distribution context

$58,295 Ludlow, KY median household income (Census ACS)

Show U.S. national quintile / Lorenz context Household income distribution - Ludlow, KY Ludlow, KY's median household income ($58,295) against the U.S. national quintile-share pattern. The Lorenz curve and quintile bars are national context, not Ludlow, KY-specific shares. $ Household Income Distribution Ludlow, KY median $58,295/yr, vs. U.S. national quintile pattern QUINTILE SHARE OF AGGREGATE INCOME Lowest 20% 3.4% Second 20% 9.2% Middle 20% 15.1% Fourth 20% 23.2% Top 20% 49.1% LORENZ CURVE cumulative income vs. population 100% 0% 100% pop. 0%
Ludlow, KY median household income (Census ACS 5-year) with U.S. national quintile shares for context. Diagonal = equality; the curve is national, not computed for Ludlow, KY.

Key socioeconomic indicators

Bachelor's degree or higher (adults 25+) 34.2%

Census ACS S1501, educational attainment

Poverty rate (households below FPL) 15.5%

Census ACS S1701, poverty status

Labor force participation (adults 16+) 63.8%

Census ACS S2301, share of working-age residents in the labor force

Population
4,378
Median Income
$58,295
Median Home Value
$154,700
Median Age
37.7
Poverty Rate
15.5%
Labor force participation
63.8%
Bachelor's Degree+
34.2%

Safety & Crime

Total Crime Rate
1182.5
per 100,000 residents
Violent Crime
92.7
per 100,000 residents
Property Crime
1089.7
per 100,000 residents
Crime reporting caveat

Reflects incidents reported to the FBI's Uniform Crime Reporting program — agency participation is voluntary and reporting completeness varies by jurisdiction and year, so this reflects reporting activity, not a definitive danger score. Not adjusted for tourism, commuter, or daytime population.

Schools

Total Schools
2
Public schools in this city

Population Change

PEP vintage

Annual U.S. Census Bureau Population Estimates Program (PEP) estimates, 2020–2025

See the fastest-growing cities →
4,340 residents4,360 residents4,380 residents4,400 residents 202020212022202320242025 4,392 residents 4,391 residents ▼ -0.0%
Ludlow's Census PEP population estimates, 2020–2025.
Read the chart as text
Period Population
2020 4,392 residents
2021 4,380 residents
2022 4,357 residents
2023 4,361 residents
2024 4,394 residents
2025 4,391 residents

Housing Supply

BPS source

Census Bureau Building Permits Survey (BPS) - annual residential permits authorized

🏗️ Low Activity
Total Permits (2024)
4
housing units authorized
Single-Family
4
detached homes
Multifamily
0
apartments & condos
Supply Intensity
0.9
permits per 1,000 residents

5-Year Permit Trend (2019–2024)

Year Total
2019 0
2020 1
2021 0
2022 0
2023 1
2024 4

Commute Patterns

Commute source

How workers travel to work, Census ACS 2023

Drive Alone
79.7%
Carpool
4.9%
Public Transit
0.4%
Walk
3.2%
Work from Home
10.6%
Other
1.2%

Based on 2,115 workers 16 and over.

Monthly Utility Costs

Kentucky statewide monthly utility average (EIA 2023): $225

EIA 2023 residential energy data puts average monthly utilities across Kentucky at $225 (electricity about $115 , water and sewer about $40 ).

These are Kentucky statewide averages, not a meter reading for Ludlow. Actual bills vary by home size, usage, and local rates. Source: U.S. Energy Information Administration (EIA) 2023.

Living Costs & Risk

Kentucky's BEA cost-of-living index is 90.2 (Well Below Average; US average = 100, RPP 2024). HUD Fair Market Rent for a typical two-bedroom in the county around Ludlow is $984/mo. FEMA's National Risk Index, averaged to Kentucky statewide on PlainCities, rates natural-hazard exposure at 44.2 / 100 (Low).

Cost/risk geography note

Cost of living is a Kentucky statewide BEA average; rent is a county-level HUD Fair Market Rent for the county Ludlow sits in; the FEMA hazard score shown here is a statewide average of county NRI inputs, not a parcel-level reading.

How Ludlow compares to similar-size Kentucky cities

Same-state peer method

Closest same-state population matches, not geographic neighbors. Population + median household income come from Census Bureau ACS 5-year B01001 and B19013.

City Population Median Household Income
Ludlow (this city) 4,378 $58,295
Scottsville 4,391 $36,259
Crescent Springs 4,402 $76,530
Farley 4,402 $45,676
FBI UCR NCES CCD Census BPS 2024
Primary sources on this page

Source: U.S. Census Bureau ACS 5-Year 2023, FBI UCR, NCES CCD, Census BPS 2024, Census ACS B08301/B08136, U.S. Energy Information Administration (EIA) 2023, BEA Regional Price Parities 2024, HUD Fair Market Rents 2026, FEMA National Risk Index.

Citation & verification links Data sourced from the U.S. Census Bureau. See our methodology for details. Retrieved and formatted by PlainCities

Primary sources: Census ACS, FBI UCR, NOAA Climate Normals, NCES. Joins use OMB Bulletin 23-01 / FIPS keys.

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Estimate caveats

ACS and UCR figures are citywide estimates with vintage lags; they do not replace a local visit, school visit, or insurance quote.

Editorial standards, provenance, and how to cite this page

Every figure on PlainCities is rendered directly from Census ACS source data, no number is typed in by an editor. This page draws directly on Census ACS source data, no figure is typed in by an editor. See our editorial standards & corrections policy, the methodology behind these numbers, or report a data error.

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