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Kansas by county: Census 2020–2024

Every adult in Kansas, as the Census counts them, county by county and grouped by metro area. Each person is a real combination of traits from the Census's anonymised person records, weighted so every county matches its published tables, with party lean and 2024 turnout modelled and labelled so.

105 places, by metro area / county · Team plan

Every plan can look; creating a population from a state by county or by município needs Team.

What each person has

County by county

Adults in each county: darker has more. Point at a county for its numbers.

Allen County: 9,669 adults (0.4%)Anderson County: 5,825 adults (0.3%)Atchison County: 12,671 adults (0.6%)Barber County: 3,137 adults (0.1%)Barton County: 19,053 adults (0.8%)Bourbon County: 10,793 adults (0.5%)Brown County: 7,010 adults (0.3%)Butler County: 51,491 adults (2.3%)Chase County: 2,038 adults (0.1%)Chautauqua County: 2,629 adults (0.1%)Cherokee County: 14,795 adults (0.7%)Cheyenne County: 2,030 adults (0.1%)Clark County: 1,474 adults (0.1%)Clay County: 6,195 adults (0.3%)Cloud County: 6,836 adults (0.3%)Coffey County: 6,525 adults (0.3%)Comanche County: 1,395 adults (0.1%)Cowley County: 26,300 adults (1.2%)Crawford County: 30,346 adults (1.4%)Decatur County: 2,158 adults (0.1%)Dickinson County: 14,162 adults (0.6%)Doniphan County: 5,920 adults (0.3%)Douglas County: 99,189 adults (4.4%)Edwards County: 2,134 adults (0.1%)Elk County: 1,886 adults (0.1%)Ellis County: 23,100 adults (1.0%)Ellsworth County: 5,238 adults (0.2%)Finney County: 26,705 adults (1.2%)Ford County: 23,877 adults (1.1%)Franklin County: 20,075 adults (0.9%)Geary County: 24,442 adults (1.1%)Gove County: 2,093 adults (0.1%)Graham County: 1,893 adults (0.1%)Grant County: 5,015 adults (0.2%)Gray County: 4,076 adults (0.2%)Greeley County: 899 adults (0.0%)Greenwood County: 4,648 adults (0.2%)Hamilton County: 1,635 adults (0.1%)Harper County: 4,009 adults (0.2%)Harvey County: 25,822 adults (1.1%)Haskell County: 2,660 adults (0.1%)Hodgeman County: 1,228 adults (0.1%)Jackson County: 10,029 adults (0.4%)Jefferson County: 14,316 adults (0.6%)Jewell County: 2,298 adults (0.1%)Johnson County: 474,880 adults (21.1%)Kearny County: 2,765 adults (0.1%)Kingman County: 5,545 adults (0.2%)Kiowa County: 1,859 adults (0.1%)Labette County: 15,031 adults (0.7%)Lane County: 1,100 adults (0.0%)Leavenworth County: 63,472 adults (2.8%)Lincoln County: 2,306 adults (0.1%)Linn County: 7,621 adults (0.3%)Logan County: 2,078 adults (0.1%)Lyon County: 25,053 adults (1.1%)McPherson County: 23,671 adults (1.1%)Marion County: 9,278 adults (0.4%)Marshall County: 7,573 adults (0.3%)Meade County: 2,889 adults (0.1%)Miami County: 26,710 adults (1.2%)Mitchell County: 4,454 adults (0.2%)Montgomery County: 23,622 adults (1.1%)Morris County: 4,237 adults (0.2%)Morton County: 1,975 adults (0.1%)Nemaha County: 7,430 adults (0.3%)Neosho County: 11,910 adults (0.5%)Ness County: 2,129 adults (0.1%)Norton County: 4,282 adults (0.2%)Osage County: 12,119 adults (0.5%)Osborne County: 2,690 adults (0.1%)Ottawa County: 4,450 adults (0.2%)Pawnee County: 5,251 adults (0.2%)Phillips County: 3,730 adults (0.2%)Pottawatomie County: 18,647 adults (0.8%)Pratt County: 6,874 adults (0.3%)Rawlins County: 1,964 adults (0.1%)Reno County: 48,035 adults (2.1%)Republic County: 3,506 adults (0.2%)Rice County: 7,160 adults (0.3%)Riley County: 60,357 adults (2.7%)Rooks County: 3,812 adults (0.2%)Rush County: 2,358 adults (0.1%)Russell County: 5,219 adults (0.2%)Saline County: 41,483 adults (1.8%)Scott County: 3,795 adults (0.2%)Sedgwick County: 396,625 adults (17.7%)Seward County: 14,973 adults (0.7%)Shawnee County: 136,944 adults (6.1%)Sheridan County: 1,812 adults (0.1%)Sherman County: 4,508 adults (0.2%)Smith County: 2,840 adults (0.1%)Stafford County: 3,010 adults (0.1%)Stanton County: 1,595 adults (0.1%)Stevens County: 3,676 adults (0.2%)Sumner County: 16,970 adults (0.8%)Thomas County: 5,943 adults (0.3%)Trego County: 2,217 adults (0.1%)Wabaunsee County: 5,416 adults (0.2%)Wallace County: 1,091 adults (0.0%)Washington County: 4,193 adults (0.2%)Wichita County: 1,456 adults (0.1%)Wilson County: 6,473 adults (0.3%)Woodson County: 2,471 adults (0.1%)Wyandotte County: 121,716 adults (5.4%)
899474,880adults, on a log scale

Error report

How close these people come to the published figures, and where they fall short.

2,246,968 adults · 118,197 Census records · 105 counties in 8 areas (metro areas and the rest of the state)

Built 2026-10-10 · records kansas-2024-v1

How close the people land on the Census

Each county's records are weighted until they match its American Community Survey tables. The figure is the worst county's largest gap on each table, in percentage points.

TableWorst county
Sex by age0.4
Race and ethnicity0.5
Education0.5
Household income0.5
Work0.3
Owned or rented home0.2
Citizenship0.0

A check left out of the fit: veterans

Veteran status was not used in weighting, so it shows how well the weighted people carry traits nobody fitted. Per county, the share of veterans among civilian adults lands a median 1.0 points from the Census's own figure; 95% of counties within 3.8, the worst 8.4.

What drawing a population adds

A population is a sample of these weighted people, so small counties vary from draw to draw. Largest gap per county between the people drawn and the county's records, counties with at least 30 people.

Trait10,000 people100,000 people
Median95% of counties withinMedian95% of counties within
Race and ethnicity0.61.80.20.9
Education2.76.81.04.0
Household income1.54.50.62.5

Party lean and 2024 turnout (modelled)

No Census record says how anyone votes, so these two traits are modelled. Each person starts from what Cooperative Election Study 2024 respondents like them (race, age, education and sex, in the Census Midwest) said and did, with turnout checked against the voter file. Each county is then calibrated so its people's turnout and Democratic-minus-Republican margin match its 2024 presidential result (MIT Election Lab). Those results count votes for president, so turnout runs a point or so under ballots cast.

CheckMarginTurnout
Each county against its 2024 result (calibrated)median 0.0, worst 0.0median 0.0, worst 0.0
Demographics alone, given only the statewide resultmedian 34.9, worst 58.3median 3.0, worst 11.0
The same, with priors that never saw anyone from Kansasmedian 34.5, worst 58.3median 2.9, worst 10.9

Leans against Kansas's own survey respondents

Nothing was fitted to these: the share of each lean among Kansas's adults, as modelled and as the CES's Kansas respondents gave it.

DemocraticRepublicanNeitherTurnout
Model37%46%17%
CES Kansas (n=499)33%47%20%
Priors that never saw anyone from Kansas, applied to its 489 citizen respondents39%44%17%61%
CES Kansas, citizens (n=489)33%48%19%61%

The county totals are right by construction: that is what calibration does. The honest test is the people alone, in the table above: given only the statewide result, how far each county's people land from its margin. Counties that vote very differently from people like them elsewhere in the region land furthest; the map shows where.

Within a county, calibration moves everyone's lean by the same factor, so lean by race inside one county is the weakest part. In the smallest counties the Census's five-year estimates carry wide margins, and where more presidential votes were cast than the estimate of citizens, turnout is held at 98%.

Use these traits to include or compare groups. They are not anyone's stated party, and results are never polls of real people.

Every county (105)
CountyAreaAdultsCensus gapVeterans (Census / people)Turnout 2024Margin: result / demographics alone
AllenSmall towns and rural Kansas9,6690.28% / 7%60%−46 / −25
AndersonSmall towns and rural Kansas5,8250.48% / 7%65%−60 / −29
AtchisonSmall towns and rural Kansas12,6710.16% / 7%58%−37 / −24
BarberSmall towns and rural Kansas3,1370.26% / 8%69%−72 / −26
BartonSmall towns and rural Kansas19,0530.28% / 7%58%−57 / −24
BourbonSmall towns and rural Kansas10,7930.26% / 7%62%−54 / −24
BrownSmall towns and rural Kansas7,0100.28% / 8%61%−48 / −26
ButlerWichita51,4910.39% / 7%64%−41 / −21
ChaseSmall towns and rural Kansas2,0380.36% / 8%74%−51 / −24
ChautauquaSmall towns and rural Kansas2,6290.35% / 9%58%−71 / −28
CherokeeJoplin14,7950.26% / 7%59%−53 / −27
CheyenneSmall towns and rural Kansas2,0300.23% / 7%73%−69 / −26
ClarkSmall towns and rural Kansas1,4740.49% / 7%69%−73 / −25
ClaySmall towns and rural Kansas6,1950.316% / 10%67%−56 / −25
CloudSmall towns and rural Kansas6,8360.39% / 9%60%−61 / −26
CoffeySmall towns and rural Kansas6,5250.38% / 8%67%−56 / −27
ComancheSmall towns and rural Kansas1,3950.56% / 8%63%−68 / −28
CowleySmall towns and rural Kansas26,3000.38% / 7%53%−40 / −22
CrawfordSmall towns and rural Kansas30,3460.45% / 5%55%−25 / −20
DecaturSmall towns and rural Kansas2,1580.25% / 8%68%−69 / −26
DickinsonSmall towns and rural Kansas14,1620.312% / 9%65%−55 / −26
DoniphanSt. Joseph5,9200.15% / 7%61%−64 / −24
DouglasLawrence99,1890.55% / 5%61%+38 / −10
EdwardsSmall towns and rural Kansas2,1340.37% / 7%67%−65 / −25
ElkSmall towns and rural Kansas1,8860.48% / 10%71%−70 / −28
EllisSmall towns and rural Kansas23,1000.24% / 5%60%−46 / −17
EllsworthSmall towns and rural Kansas5,2380.39% / 10%53%−52 / −24
FinneySmall towns and rural Kansas26,7050.34% / 3%49%−35 / −11
FordSmall towns and rural Kansas23,8770.44% / 3%44%−38 / −11
FranklinSmall towns and rural Kansas20,0750.49% / 6%64%−40 / −24
GearyManhattan24,4420.220% / 12%39%−18 / −5
GoveSmall towns and rural Kansas2,0930.47% / 7%67%−77 / −27
GrahamSmall towns and rural Kansas1,8930.55% / 7%68%−66 / −24
GrantSmall towns and rural Kansas5,0150.43% / 4%57%−63 / −14
GraySmall towns and rural Kansas4,0760.34% / 4%61%−69 / −25
GreeleySmall towns and rural Kansas8990.46% / 6%70%−73 / −21
GreenwoodSmall towns and rural Kansas4,6480.210% / 9%62%−61 / −28
HamiltonSmall towns and rural Kansas1,6350.34% / 3%67%−66 / −20
HarperSmall towns and rural Kansas4,0090.27% / 8%65%−64 / −27
HarveyWichita25,8220.36% / 7%64%−21 / −21
HaskellSmall towns and rural Kansas2,6600.23% / 4%60%−64 / −23
HodgemanSmall towns and rural Kansas1,2280.27% / 5%79%−71 / −28
JacksonTopeka10,0290.29% / 8%67%−43 / −25
JeffersonTopeka14,3160.18% / 8%70%−37 / −26
JewellSmall towns and rural Kansas2,2980.29% / 11%69%−76 / −29
JohnsonKansas City474,8800.25% / 5%76%+8 / −11
KearnySmall towns and rural Kansas2,7650.24% / 4%58%−68 / −20
KingmanSmall towns and rural Kansas5,5450.36% / 8%71%−60 / −25
KiowaSmall towns and rural Kansas1,8590.35% / 7%62%−71 / −24
LabetteSmall towns and rural Kansas15,0310.27% / 7%53%−38 / −24
LaneSmall towns and rural Kansas1,1000.39% / 7%82%−71 / −26
LeavenworthKansas City63,4720.215% / 13%59%−23 / −16
LincolnSmall towns and rural Kansas2,3060.39% / 9%66%−65 / −24
LinnKansas City7,6210.28% / 12%66%−65 / −27
LoganSmall towns and rural Kansas2,0780.55% / 6%68%−72 / −24
LyonSmall towns and rural Kansas25,0530.36% / 6%58%−15 / −18
McPhersonSmall towns and rural Kansas23,6710.25% / 6%61%−41 / −21
MarionSmall towns and rural Kansas9,2780.26% / 8%64%−49 / −24
MarshallSmall towns and rural Kansas7,5730.39% / 9%66%−49 / −28
MeadeSmall towns and rural Kansas2,8890.44% / 4%63%−70 / −21
MiamiKansas City26,7100.37% / 11%70%−40 / −23
MitchellSmall towns and rural Kansas4,4540.27% / 9%72%−66 / −25
MontgomerySmall towns and rural Kansas23,6220.37% / 8%54%−51 / −23
MorrisSmall towns and rural Kansas4,2370.312% / 9%67%−47 / −26
MortonSmall towns and rural Kansas1,9750.35% / 5%59%−73 / −26
NemahaSmall towns and rural Kansas7,4300.26% / 9%76%−67 / −25
NeoshoSmall towns and rural Kansas11,9100.37% / 7%58%−48 / −24
NessSmall towns and rural Kansas2,1290.56% / 7%67%−79 / −26
NortonSmall towns and rural Kansas4,2820.26% / 7%54%−68 / −25
OsageTopeka12,1190.48% / 8%65%−48 / −28
OsborneSmall towns and rural Kansas2,6900.26% / 7%67%−69 / −27
OttawaSmall towns and rural Kansas4,4500.17% / 9%68%−67 / −26
PawneeSmall towns and rural Kansas5,2510.39% / 8%51%−52 / −23
PhillipsSmall towns and rural Kansas3,7300.45% / 8%74%−74 / −27
PottawatomieManhattan18,6470.410% / 12%73%−48 / −20
PrattSmall towns and rural Kansas6,8740.36% / 7%61%−51 / −23
RawlinsSmall towns and rural Kansas1,9640.38% / 7%73%−73 / −26
RenoSmall towns and rural Kansas48,0350.26% / 6%57%−35 / −24
RepublicSmall towns and rural Kansas3,5060.49% / 10%70%−66 / −28
RiceSmall towns and rural Kansas7,1600.37% / 6%57%−57 / −22
RileyManhattan60,3570.28% / 9%42%+2 / −8
RooksSmall towns and rural Kansas3,8120.47% / 7%67%−71 / −27
RushSmall towns and rural Kansas2,3580.18% / 9%69%−65 / −26
RussellSmall towns and rural Kansas5,2190.48% / 7%64%−61 / −27
SalineSmall towns and rural Kansas41,4830.37% / 8%58%−32 / −21
ScottSmall towns and rural Kansas3,7950.27% / 6%60%−75 / −21
SedgwickWichita396,6250.47% / 7%57%−14 / −14
SewardSmall towns and rural Kansas14,9730.42% / 3%39%−39 / −8
ShawneeTopeka136,9440.58% / 8%62%+1 / −17
SheridanSmall towns and rural Kansas1,8120.46% / 6%78%−80 / −26
ShermanSmall towns and rural Kansas4,5080.28% / 6%58%−69 / −23
SmithSmall towns and rural Kansas2,8400.39% / 8%71%−69 / −27
StaffordSmall towns and rural Kansas3,0100.410% / 8%67%−64 / −25
StantonSmall towns and rural Kansas1,5950.36% / 4%57%−64 / −19
StevensSmall towns and rural Kansas3,6760.44% / 4%58%−75 / −21
SumnerWichita16,9700.39% / 8%63%−50 / −25
ThomasSmall towns and rural Kansas5,9430.23% / 5%65%−66 / −20
TregoSmall towns and rural Kansas2,2170.29% / 7%72%−71 / −25
WabaunseeTopeka5,4160.110% / 8%71%−49 / −26
WallaceSmall towns and rural Kansas1,0910.29% / 7%70%−85 / −26
WashingtonSmall towns and rural Kansas4,1930.28% / 10%66%−69 / −27
WichitaSmall towns and rural Kansas1,4560.34% / 6%63%−74 / −21
WilsonSmall towns and rural Kansas6,4730.18% / 8%56%−62 / −28
WoodsonSmall towns and rural Kansas2,4710.210% / 9%61%−61 / −28
WyandotteKansas City121,7160.35% / 5%49%+24 / −2

Sources

Records
ACS PUMS 2020–2024 5-year, Kansas, adults 18+
Tables
ACS 2020–2024 5-year tables B01001, B01001B/D/H/I, B15001, B19001, B23025, B25008, B26001; out of sample: B21001
Geography
2020 Census tract to 2020 PUMA relationship file; tract population B01003; metro areas, OMB delineation of July 2023
Citizenship
ACS 2020–2024 5-year table B05003 (raked)
Party lean
Modelled. Priors: Cooperative Election Study 2024 common content (Harvard Dataverse doi:10.7910/DVN/X11EP6, CC0), citizen respondents in the Census Midwest, validated 2024 vote and 7-point party ID with leaners as partisans. Calibration: 2024 county presidential returns, MIT Election Data and Science Lab (Harvard Dataverse doi:10.7910/DVN/VOQCHQ, CC0), presidential votes standing in for ballots cast.