City profile · Oklahoma · Census ACS 2023

Madill, OK

Population, income, housing, safety, climate and schools for Madill - drawn straight from Census ACS, FBI UCR, NOAA, NCES, HUD and FEMA, refreshed on the 2024–2025 release cycle.

3,966
Residents
$47,022
Median income
$101,400
Median home
$937
Median rent (state)

Madill - the verdict

Madill ranks in the 15th percentile for household income and the 48th percentile for safety nationally, out of every US city with at least 1,000 residents. Source: Census ACS + FBI UCR.

15th
percentile, household income
10th
percentile, home value
9th
percentile, median rent
48th
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: Madill, OK

Madill is a small town in Oklahoma, home to 3,966 residents per U.S. Census Bureau ACS 2023 estimates. The typical household in Madill brings in $47,022 a year, in the lower quartile of U.S. cities for household income, with a poverty rate of 17.0%. Madill's housing stock carries a median value of $101,400, and the median resident age is 32.9 years. Educational attainment runs 9.8% of adults with a bachelor's degree or higher. Separately, 54.1% of working-age residents are in the labor force.

The Census Building Permit Survey recorded 38 residential units authorized here in 2024 (Building Boom), up 850% from five years earlier. Madill reports a comparatively low crime rate: FBI UCR reporting places total crime at 1425.1 incidents per 100,000 residents, below the national average (voluntary agency reporting, reflects reporting activity, not a definitive danger score). The annual average temperature per NOAA climate normals runs 62.9°F with 41.4 inches of precipitation per year and 2.3 inches of snowfall.

Living costs in Oklahoma run below the national norm: the state registers 87.8 on a 100-equals-national-average index (Well Below Average) per BEA Regional Price Parities 2024. A typical two-bedroom carries a HUD Fair Market Rent of $937 per month statewide. EIA 2023 residential energy data puts Oklahoma's average monthly utility costs around $205 (state average). Natural-hazard exposure scores 49.0 out of 100 on FEMA's National Risk Index (Low).

Population

3,966 residents

Census ACS 2023 - Oklahoma

Median Household Income

$47,022 /yr

Poverty 17.0%

Cost of Living Index (state)

87.8 (US=100)

Well Below Average - BEA RPP 2024, Oklahoma average

How does Madill compare to other US cities?

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

Household income 15% higher than other cities
Home value 10% pricier than other cities
Median rent 9% pricier than other cities
Safety 48% safer than other cities

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

Zoom in to just Oklahoma and the picture shifts: Madill ranks #95 of 203 Oklahoma cities by lowest crime rate, a different read than the national percentile above.

How we calculate these percentiles & ranks

For each metric we count every US city with population 1,000+ and a non-null value, then compute what share of them fall below Madill's value: round(cities-below ÷ total × 100). Safety is inverted (percentile = share of cities with a higher crime rate) so a higher number always means safer. The in-state rank narrows that same crime-rate comparison to only the cities PlainCities tracks in Oklahoma, breaking ties alphabetically. See the methodology page for the full source-to-figure lineage.

15thIncome percentile
48thSafety percentile

15th percentile nationally for median household income · 48th percentile for safety (lower crime rate). Source: Census ACS 2023 / FBI UCR 2023.

Madill's profile vs. every US city

Income, affordability, and safety percentile

Madill'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 51 Avg. percentile National median
Madill'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 Madill's home value compares nationally

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

$101,400 Among the most affordable more affordable than 90% of 15,600 US cities

$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%). This entry sits in this band. $125,000–$150,000: 1,170 US cities (8%). Above this entry. $150,000–$175,000: 1,278 US cities (8%). Above this entry. $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. Madill $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

Income distribution context

Household income distribution - Madill, OK Madill, OK's reported median household income shown against the U.S. national quintile-share pattern (not Madill, OK-specific quintile data). The Lorenz curve traces the national cumulative income share against cumulative population share, perfect equality is the diagonal; observed inequality bows below. $ Household Income Distribution Madill, OK median $47,022/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%
Madill, OK's median household income (Census ACS 5-year estimate) plotted against the U.S. national income-quintile distribution pattern for context; the quintile shares and Lorenz curve are national figures, not computed specifically for Madill, OK. Diagonal = perfect equality.

Key socioeconomic indicators

Bachelor's degree or higher (adults 25+) 9.8%

Census ACS S1501, educational attainment

Poverty rate (households below FPL) 17.0%

Census ACS S1701, poverty status

Labor force participation (adults 16+) 54.1%

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

Population
3,966
Median Income
$47,022
Median Home Value
$101,400
Median Age
32.9
Poverty Rate
17.0%
Labor force participation
54.1%
Bachelor's Degree+
9.8%

Safety & Crime

Total Crime Rate
1425.1
per 100,000 residents
Violent Crime
73.7
per 100,000 residents
Property Crime
1351.4
per 100,000 residents

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.

Climate

Avg Temperature
62.9°F
Annual Precipitation
41.4"
Annual Snowfall
2.3"

Schools

Total Schools
3
Public schools in this city

Population Change

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

See the fastest-growing cities →
3,800 residents3,900 residents4,000 residents4,100 residents4,200 residents4,300 residents 202020212022202320242025 3,900 residents 4,181 residents ▲ +7.2%
Madill's Census PEP population estimates, 2020–2025.

Housing Supply

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

📈 Building Boom
Total Permits (2024)
38
housing units authorized
Single-Family
38
detached homes
Multifamily
0
apartments & condos
Supply Intensity
9.6
permits per 1,000 residents

5-Year Permit Trend (2019–2024)

Year Total
2019 4
2020 13
2021 5
2022 7
2023 20
2024 38

Permit volume increased 850% from 2019 to 2024.

Commute Patterns

How workers travel to work, Census ACS 2023

Drive Alone
83.9%
Carpool
11.7%
Public Transit
0.0%
Walk
2.0%
Work from Home
0.8%
Other
1.6%

Based on 1,519 workers 16 and over.

Monthly Utility Costs

State-average estimates for Oklahoma - EIA 2023 residential energy data

Electricity
$115
avg/month
Natural Gas
$50
avg/month
Water & Sewer
$40
avg/month
Total Utilities
$205
estimated/month

Estimates reflect Oklahoma state averages. Actual costs vary by home size, usage, and local rates. Source: U.S. Energy Information Administration (EIA) 2023.

Living Costs & Risk

Cost of living is a Oklahoma state average from BEA; rent and hazard risk are county-level figures from HUD and FEMA for the county Madill sits in

Cost of Living Index
87.8
Well Below Average
US average = 100 · BEA RPP 2024
Typical 2-BR Rent
$937/mo
HUD Fair Market Rent
County-level FMR estimate
Natural Hazard Risk
49.0 / 100
Low
FEMA NRI composite score (county)

Similar Cities in Oklahoma

Spencer
3,942 people
Nichols Hills
3,838 people
Fort Gibson
3,805 people
Stilwell
3,740 people
Slaughterville
4,214 people
Broken Bow
4,215 people

Cities of a Similar Size Nationwide

Population-matched peers from other states, closest to Madill's 3,966 residents (Census ACS 5-Year 2023).

Scandia, MN
3,966 people
Three Rivers, OR
3,966 people
Pecan Acres, TX
3,966 people
Tangerine, FL
3,967 people
Wallace, FL
3,965 people
Heritage Hills, NY
3,967 people

Cities with a Similar Household Income Nationwide

Median-household-income-matched peers from other states, closest to Madill's $47,022 (Census ACS 5-Year 2023, table B19013).

Cloverdale, IN
$47,016 median income
Dravosburg, PA
$47,016 median income
Farmersville, TX
$47,016 median income
Vevay, IN
$47,014 median income
Ashley, IL
$47,031 median income
Nebo, KY
$47,031 median income

Race & Ethnicity Composition

Race and ethnicity - Madill, OK Race categories sum to one hundred percent per Census methodology. Hispanic or Latino is shown separately as an ethnicity overlay; it cuts across all race categories per OMB Directive 15. Race & Ethnicity Composition Madill, OK - Census ACS, OMB race + ethnicity categories RACE, sums to 100% 48.5% 8.6% 19.8% 20.8% ETHNICITY, Hispanic or Latino (any race) 40.9% White 48.5% Black or African American 1.8% Asian 0.6% American Indian 8.6% Native Hawaiian 0.0% Some other race 19.8% Two or more races 20.8% Per OMB Directive 15: Hispanic/Latino ethnicity is reported separately from the race categories.
Race categories sum to 100%. Hispanic or Latino ethnicity is reported separately and cuts across race per Census/OMB methodology.

City-level race and ethnicity, Census ACS 5-year 2023 (tables B02001, B03001), OMB Directive 15 categories.

How Madill compares to nearby Oklahoma cities

Population + median household income, sourced from Census Bureau ACS 5-year B01001 (population) and B19013 (median household income).

City Population Median Household Income
Madill (this city) 3,966 $47,022
Spencer 3,942 $57,550
Nichols Hills 3,838 $203,750
Fort Gibson 3,805 $69,632
Census ACS 5-year FIPS OK FBI UCR NOAA Normals NCES CCD Census BPS 2024 OMB Bulletin 23-01

What do people ask about Madill, OK?

What is the population of Madill, OK? +

The population of Madill, OK stands at 3,966 according to U.S. Census Bureau ACS 2023 estimates.

What is the median household income in Madill, OK? +

In Madill, the typical household earns $47,022 per year, based on Census ACS 2023 data.

What is the cost of living in Madill? +

BEA does not publish a city-level cost-of-living figure for Madill; the closest available measure is the Oklahoma state average, a cost of living index of 87.8 (U.S. average = 100), rated "Well Below Average" based on BEA Regional Price Parities 2024 data. Costs within Oklahoma vary by metro area.

Is Madill, OK safe? +

Madill has a total crime rate of 1425.1 per 100,000 residents, which is below the national average. This reflects incidents reported to the FBI UCR program, not a definitive safety score -- agency reporting is voluntary and completeness varies by jurisdiction.

What is the median home value in Madill, OK? +

The median home value in Madill is $101,400, according to Census ACS 2023 estimates.

What is the climate like in Madill? +

Climate normals put Madill's yearly average temperature at 62.9°F, 41.4 inches of precipitation, and 2.3 inches of snowfall per year. Source: NOAA Climate Normals.

Source: U.S. Census Bureau ACS 5-Year 2023, FBI UCR, NOAA Climate Normals, 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.

Read our methodology - how this data is sourced, computed, and verified.

Primary sources: Census ACS, FBI UCR, NOAA Climate Normals, NCES.

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

Verify with HUD →

Verify with FBI →

Verify with NOAA →

Verify with U.S. Census Bureau →

Verify with EPA →

Verify with FEMA →

Verify with BEA →

Verify with EIA →

Verify with NCES →

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.