Voxari StudioBetaFAQFeedback
Template

Missouri by county: Census 2020–2024

Every adult in Missouri, 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.

115 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.

Adair County: 20,561 adults (0.4%)Andrew County: 14,013 adults (0.3%)Atchison County: 4,104 adults (0.1%)Audrain County: 18,980 adults (0.4%)Barry County: 27,037 adults (0.6%)Barton County: 8,951 adults (0.2%)Bates County: 12,497 adults (0.3%)Benton County: 16,665 adults (0.3%)Bollinger County: 8,263 adults (0.2%)Boone County: 150,153 adults (3.1%)Buchanan County: 64,924 adults (1.4%)Butler County: 32,240 adults (0.7%)Caldwell County: 6,827 adults (0.1%)Callaway County: 35,483 adults (0.7%)Camden County: 36,178 adults (0.8%)Cape Girardeau County: 65,078 adults (1.4%)Carroll County: 6,569 adults (0.1%)Carter County: 4,011 adults (0.1%)Cass County: 84,785 adults (1.8%)Cedar County: 11,105 adults (0.2%)Chariton County: 5,672 adults (0.1%)Christian County: 69,597 adults (1.4%)Clark County: 5,080 adults (0.1%)Clay County: 197,377 adults (4.1%)Clinton County: 16,451 adults (0.3%)Cole County: 60,021 adults (1.2%)Cooper County: 13,074 adults (0.3%)Crawford County: 17,735 adults (0.4%)Dade County: 6,052 adults (0.1%)Dallas County: 13,408 adults (0.3%)Daviess County: 6,376 adults (0.1%)DeKalb County: 8,724 adults (0.2%)Dent County: 11,260 adults (0.2%)Douglas County: 9,197 adults (0.2%)Dunklin County: 20,342 adults (0.4%)Franklin County: 82,257 adults (1.7%)Gasconade County: 11,763 adults (0.2%)Gentry County: 4,632 adults (0.1%)Greene County: 240,250 adults (5.0%)Grundy County: 7,254 adults (0.2%)Harrison County: 6,199 adults (0.1%)Henry County: 17,352 adults (0.4%)Hickory County: 7,097 adults (0.1%)Holt County: 3,358 adults (0.1%)Howard County: 7,992 adults (0.2%)Howell County: 30,642 adults (0.6%)Iron County: 7,463 adults (0.2%)Jackson County: 552,217 adults (11.5%)Jasper County: 93,715 adults (1.9%)Jefferson County: 177,825 adults (3.7%)Johnson County: 42,624 adults (0.9%)Knox County: 2,824 adults (0.1%)Laclede County: 27,437 adults (0.6%)Lafayette County: 25,508 adults (0.5%)Lawrence County: 28,784 adults (0.6%)Lewis County: 7,816 adults (0.2%)Lincoln County: 47,247 adults (1.0%)Linn County: 9,088 adults (0.2%)Livingston County: 11,257 adults (0.2%)McDonald County: 17,664 adults (0.4%)Macon County: 11,663 adults (0.2%)Madison County: 9,763 adults (0.2%)Maries County: 6,713 adults (0.1%)Marion County: 21,623 adults (0.4%)Mercer County: 2,628 adults (0.1%)Miller County: 19,400 adults (0.4%)Mississippi County: 9,214 adults (0.2%)Moniteau County: 11,385 adults (0.2%)Monroe County: 6,818 adults (0.1%)Montgomery County: 8,922 adults (0.2%)Morgan County: 16,759 adults (0.3%)New Madrid County: 12,007 adults (0.2%)Newton County: 45,762 adults (1.0%)Nodaway County: 17,244 adults (0.4%)Oregon County: 6,665 adults (0.1%)Osage County: 10,359 adults (0.2%)Ozark County: 7,186 adults (0.1%)Pemiscot County: 11,049 adults (0.2%)Perry County: 14,701 adults (0.3%)Pettis County: 32,510 adults (0.7%)Phelps County: 35,657 adults (0.7%)Pike County: 13,734 adults (0.3%)Platte County: 84,888 adults (1.8%)Polk County: 24,849 adults (0.5%)Pulaski County: 42,110 adults (0.9%)Putnam County: 3,593 adults (0.1%)Ralls County: 8,222 adults (0.2%)Randolph County: 18,973 adults (0.4%)Ray County: 17,874 adults (0.4%)Reynolds County: 4,869 adults (0.1%)Ripley County: 8,123 adults (0.2%)St. Charles County: 321,155 adults (6.7%)St. Clair County: 7,549 adults (0.2%)Ste. Genevieve County: 14,598 adults (0.3%)St. Francois County: 52,988 adults (1.1%)St. Louis County: 776,665 adults (16.1%)Saline County: 18,129 adults (0.4%)Schuyler County: 2,927 adults (0.1%)Scotland County: 3,287 adults (0.1%)Scott County: 28,835 adults (0.6%)Shannon County: 5,550 adults (0.1%)Shelby County: 4,552 adults (0.1%)Stoddard County: 22,181 adults (0.5%)Stone County: 26,688 adults (0.6%)Sullivan County: 4,548 adults (0.1%)Taney County: 44,730 adults (0.9%)Texas County: 19,597 adults (0.4%)Vernon County: 14,993 adults (0.3%)Warren County: 28,582 adults (0.6%)Washington County: 17,944 adults (0.4%)Wayne County: 8,730 adults (0.2%)Webster County: 29,366 adults (0.6%)Worth County: 1,516 adults (0.0%)Wright County: 14,065 adults (0.3%)St. Louis city: 235,642 adults (4.9%)
1,516776,665adults, on a log scale

Error report

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

4,809,135 adults · 251,988 Census records · 115 counties in 9 areas (metro areas and the rest of the state)

Built 2026-10-09 · records missouri-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 ethnicity0.4
Education0.4
Household income0.5
Work0.2
Owned or rented home0.3
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 0.7 points from the Census's own figure; 95% of counties within 3.4, the worst 9.0.

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 ethnicity0.82.10.20.8
Education3.26.40.82.7
Household income2.14.60.51.9

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 29.7, worst 56.9median 3.1, worst 14.6
The same, with priors that never saw anyone from Missourimedian 29.9, worst 57.3median 3.0, worst 14.5

Leans against Missouri's own survey respondents

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

DemocraticRepublicanNeitherTurnout
Model35%48%17%
CES Missouri (n=1,305)34%47%18%
Priors that never saw anyone from Missouri, applied to its 1,300 citizen respondents39%43%18%58%
CES Missouri, citizens (n=1,300)34%48%18%62%

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 (115)
CountyAreaAdultsCensus gapVeterans (Census / people)Turnout 2024Margin: result / demographics alone
AdairSmall towns and rural Missouri20,5610.35% / 5%52%−34 / −19
AndrewSt. Joseph14,0130.28% / 10%70%−52 / −27
AtchisonSmall towns and rural Missouri4,1040.48% / 8%67%−60 / −31
AudrainSmall towns and rural Missouri18,9800.48% / 8%56%−48 / −28
BarrySmall towns and rural Missouri27,0370.18% / 8%62%−64 / −31
BartonSmall towns and rural Missouri8,9510.16% / 8%68%−72 / −32
BatesKansas City12,4970.27% / 7%67%−62 / −32
BentonSmall towns and rural Missouri16,6650.312% / 12%65%−59 / −33
BollingerCape Girardeau8,2630.18% / 8%75%−75 / −33
BooneColumbia150,1530.45% / 6%62%+10 / −11
BuchananSt. Joseph64,9240.17% / 8%57%−28 / −25
ButlerSmall towns and rural Missouri32,2400.310% / 9%56%−64 / −28
CaldwellKansas City6,8270.29% / 11%70%−61 / −30
CallawayJefferson City35,4830.38% / 7%61%−43 / −26
CamdenSmall towns and rural Missouri36,1780.49% / 11%72%−54 / −29
Cape GirardeauCape Girardeau65,0780.37% / 7%63%−46 / −21
CarrollSmall towns and rural Missouri6,5690.37% / 8%69%−64 / −30
CarterSmall towns and rural Missouri4,0110.213% / 8%72%−74 / −34
CassKansas City84,7850.48% / 8%71%−32 / −23
CedarSmall towns and rural Missouri11,1050.310% / 8%65%−70 / −31
CharitonSmall towns and rural Missouri5,6720.49% / 8%73%−56 / −30
ChristianSpringfield69,5970.28% / 8%74%−52 / −24
ClarkSmall towns and rural Missouri5,0800.38% / 8%66%−62 / −34
ClayKansas City197,3770.37% / 7%68%−6 / −19
ClintonKansas City16,4510.28% / 11%69%−48 / −29
ColeJefferson City60,0210.48% / 7%68%−34 / −20
CooperColumbia13,0740.47% / 7%68%−46 / −25
CrawfordSmall towns and rural Missouri17,7350.210% / 8%61%−62 / −32
DadeSmall towns and rural Missouri6,0520.38% / 9%70%−67 / −33
DallasSpringfield13,4080.210% / 9%63%−65 / −31
DaviessSmall towns and rural Missouri6,3760.19% / 7%62%−63 / −31
DeKalbSt. Joseph8,7240.28% / 9%56%−63 / −29
DentSmall towns and rural Missouri11,2600.111% / 9%64%−70 / −32
DouglasSmall towns and rural Missouri9,1970.112% / 11%80%−72 / −32
DunklinSmall towns and rural Missouri20,3420.57% / 7%51%−62 / −27
FranklinSt. Louis82,2570.28% / 8%68%−46 / −28
GasconadeSmall towns and rural Missouri11,7630.49% / 12%68%−60 / −32
GentrySmall towns and rural Missouri4,6320.49% / 6%71%−62 / −31
GreeneSpringfield240,2500.37% / 7%61%−21 / −21
GrundySmall towns and rural Missouri7,2540.37% / 7%61%−64 / −32
HarrisonSmall towns and rural Missouri6,1990.35% / 7%63%−72 / −33
HenrySmall towns and rural Missouri17,3520.410% / 8%63%−53 / −32
HickorySmall towns and rural Missouri7,0970.413% / 11%72%−61 / −36
HoltSmall towns and rural Missouri3,3580.27% / 8%70%−69 / −32
HowardColumbia7,9920.16% / 7%62%−44 / −23
HowellSmall towns and rural Missouri30,6420.19% / 9%62%−67 / −30
IronSmall towns and rural Missouri7,4630.27% / 9%61%−62 / −30
JacksonKansas City552,2170.46% / 7%60%+19 / −9
JasperJoplin93,7150.38% / 8%59%−47 / −25
JeffersonSt. Louis177,8250.37% / 8%68%−37 / −27
JohnsonSmall towns and rural Missouri42,6240.213% / 10%56%−40 / −21
KnoxSmall towns and rural Missouri2,8240.39% / 7%64%−65 / −32
LacledeSmall towns and rural Missouri27,4370.28% / 9%63%−67 / −31
LafayetteKansas City25,5080.29% / 11%68%−49 / −27
LawrenceSmall towns and rural Missouri28,7840.47% / 7%65%−64 / −29
LewisSmall towns and rural Missouri7,8160.37% / 7%58%−60 / −30
LincolnSt. Louis47,2470.18% / 8%68%−56 / −29
LinnSmall towns and rural Missouri9,0880.37% / 7%63%−57 / −31
LivingstonSmall towns and rural Missouri11,2570.37% / 6%61%−58 / −29
McDonaldSmall towns and rural Missouri17,6640.27% / 7%58%−69 / −31
MaconSmall towns and rural Missouri11,6630.27% / 8%67%−61 / −31
MadisonSmall towns and rural Missouri9,7630.29% / 8%59%−65 / −32
MariesSmall towns and rural Missouri6,7130.413% / 12%71%−68 / −33
MarionSmall towns and rural Missouri21,6230.48% / 7%61%−53 / −26
MercerSmall towns and rural Missouri2,6280.29% / 7%71%−73 / −33
MillerSmall towns and rural Missouri19,4000.18% / 9%68%−67 / −31
MississippiSmall towns and rural Missouri9,2140.16% / 7%48%−54 / −23
MoniteauJefferson City11,3850.38% / 8%65%−63 / −31
MonroeSmall towns and rural Missouri6,8180.29% / 8%65%−60 / −33
MontgomerySmall towns and rural Missouri8,9220.29% / 9%68%−60 / −33
MorganSmall towns and rural Missouri16,7590.210% / 9%58%−60 / −32
New MadridSmall towns and rural Missouri12,0070.18% / 8%57%−53 / −25
NewtonJoplin45,7620.49% / 9%66%−59 / −27
NodawaySmall towns and rural Missouri17,2440.26% / 6%57%−44 / −22
OregonSmall towns and rural Missouri6,6650.47% / 10%70%−69 / −34
OsageJefferson City10,3590.26% / 12%75%−73 / −29
OzarkSmall towns and rural Missouri7,1860.210% / 12%67%−70 / −34
PemiscotSmall towns and rural Missouri11,0490.26% / 7%48%−49 / −21
PerrySmall towns and rural Missouri14,7010.38% / 8%68%−63 / −31
PettisSmall towns and rural Missouri32,5100.19% / 7%61%−49 / −26
PhelpsSmall towns and rural Missouri35,6570.28% / 11%56%−43 / −22
PikeSmall towns and rural Missouri13,7340.37% / 8%58%−58 / −31
PlatteKansas City84,8880.48% / 8%70%−3 / −17
PolkSpringfield24,8490.28% / 8%64%−62 / −27
PulaskiSmall towns and rural Missouri42,1100.419% / 10%38%−50 / −17
PutnamSmall towns and rural Missouri3,5930.48% / 8%66%−70 / −30
RallsSmall towns and rural Missouri8,2220.28% / 8%70%−59 / −33
RandolphSmall towns and rural Missouri18,9730.37% / 7%58%−52 / −28
RayKansas City17,8740.18% / 11%66%−49 / −32
ReynoldsSmall towns and rural Missouri4,8690.48% / 9%63%−68 / −34
RipleySmall towns and rural Missouri8,1230.29% / 8%72%−73 / −33
St. CharlesSt. Louis321,1550.37% / 7%72%−17 / −19
St. ClairSmall towns and rural Missouri7,5490.19% / 9%67%−61 / −33
Ste. GenevieveSmall towns and rural Missouri14,5980.37% / 10%67%−45 / −31
St. FrancoisSmall towns and rural Missouri52,9880.38% / 8%55%−51 / −28
St. LouisSt. Louis776,6650.46% / 6%68%+23 / −6
SalineSmall towns and rural Missouri18,1290.26% / 6%54%−40 / −23
SchuylerSmall towns and rural Missouri2,9270.47% / 7%67%−64 / −35
ScotlandSmall towns and rural Missouri3,2870.26% / 7%58%−61 / −32
ScottSmall towns and rural Missouri28,8350.36% / 7%61%−59 / −25
ShannonSmall towns and rural Missouri5,5500.49% / 9%73%−68 / −34
ShelbySmall towns and rural Missouri4,5520.310% / 8%72%−66 / −33
StoddardSmall towns and rural Missouri22,1810.29% / 8%61%−74 / −31
StoneSmall towns and rural Missouri26,6880.111% / 11%72%−61 / −31
SullivanSmall towns and rural Missouri4,5480.27% / 7%58%−66 / −31
TaneySmall towns and rural Missouri44,7300.28% / 8%61%−59 / −26
TexasSmall towns and rural Missouri19,5970.412% / 10%59%−72 / −30
VernonSmall towns and rural Missouri14,9930.16% / 7%61%−59 / −31
WarrenSt. Louis28,5820.29% / 9%71%−49 / −29
WashingtonSmall towns and rural Missouri17,9440.28% / 9%57%−65 / −33
WayneSmall towns and rural Missouri8,7300.29% / 9%67%−73 / −34
WebsterSpringfield29,3660.310% / 8%68%−62 / −30
WorthSmall towns and rural Missouri1,5160.38% / 8%73%−65 / −33
WrightSmall towns and rural Missouri14,0650.413% / 10%64%−76 / −31
St. Louis citySt. Louis235,6420.36% / 6%52%+65 / +7

Sources

Records
ACS PUMS 2020–2024 5-year, Missouri, 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.