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Montana by county: Census 2020–2024

Every adult in Montana, 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.

56 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.

Beaverhead County: 8,014 adults (0.9%)Big Horn County: 8,850 adults (1.0%)Blaine County: 4,933 adults (0.6%)Broadwater County: 6,142 adults (0.7%)Carbon County: 9,209 adults (1.0%)Carter County: 1,077 adults (0.1%)Cascade County: 65,744 adults (7.5%)Chouteau County: 4,588 adults (0.5%)Custer County: 9,592 adults (1.1%)Daniels County: 1,227 adults (0.1%)Dawson County: 6,942 adults (0.8%)Deer Lodge County: 8,442 adults (1.0%)Fallon County: 2,107 adults (0.2%)Fergus County: 9,231 adults (1.0%)Flathead County: 86,747 adults (9.8%)Gallatin County: 100,769 adults (11.4%)Garfield County: 822 adults (0.1%)Glacier County: 9,503 adults (1.1%)Golden Valley County: 735 adults (0.1%)Granite County: 2,953 adults (0.3%)Hill County: 11,592 adults (1.3%)Jefferson County: 10,219 adults (1.2%)Judith Basin County: 1,605 adults (0.2%)Lake County: 25,394 adults (2.9%)Lewis and Clark County: 57,898 adults (6.6%)Liberty County: 1,421 adults (0.2%)Lincoln County: 17,352 adults (2.0%)McCone County: 1,359 adults (0.2%)Madison County: 7,719 adults (0.9%)Meagher County: 1,761 adults (0.2%)Mineral County: 3,931 adults (0.4%)Missoula County: 98,735 adults (11.2%)Musselshell County: 4,154 adults (0.5%)Park County: 14,720 adults (1.7%)Petroleum County: 381 adults (0.0%)Phillips County: 3,234 adults (0.4%)Pondera County: 4,601 adults (0.5%)Powder River County: 1,451 adults (0.2%)Powell County: 6,118 adults (0.7%)Prairie County: 1,038 adults (0.1%)Ravalli County: 38,024 adults (4.3%)Richland County: 8,433 adults (1.0%)Roosevelt County: 7,061 adults (0.8%)Rosebud County: 5,857 adults (0.7%)Sanders County: 11,020 adults (1.2%)Sheridan County: 2,867 adults (0.3%)Silver Bow County: 28,558 adults (3.2%)Stillwater County: 7,257 adults (0.8%)Sweet Grass County: 2,974 adults (0.3%)Teton County: 4,766 adults (0.5%)Toole County: 3,995 adults (0.5%)Treasure County: 604 adults (0.1%)Valley County: 5,840 adults (0.7%)Wheatland County: 1,611 adults (0.2%)Wibaux County: 837 adults (0.1%)Yellowstone County: 130,154 adults (14.8%)
381130,154adults, on a log scale

Error report

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

882,168 adults · 44,422 Census records · 56 counties in 6 areas (metro areas and the rest of the state)

Built 2026-10-10 · records montana-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 age0.5
Race and ethnicity0.4
Education0.5
Household income0.4
Work0.2
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 1.7 points from the Census's own figure; 95% of counties within 4.4, the worst 6.6.

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 ethnicity0.51.40.10.7
Education2.06.50.53.2
Household income1.53.20.21.6

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 West) 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 25.9, worst 61.5median 4.1, worst 24.5
The same, with priors that never saw anyone from Montanamedian 26.2, worst 61.5median 4.2, worst 24.5

Leans against Montana's own survey respondents

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

DemocraticRepublicanNeitherTurnout
Model35%48%16%
CES Montana (n=229)35%46%19%
Priors that never saw anyone from Montana, applied to its 227 citizen respondents40%43%17%61%
CES Montana, citizens (n=227)35%47%18%74%

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 (56)
CountyAreaAdultsCensus gapVeterans (Census / people)Turnout 2024Margin: result / demographics alone
BeaverheadSmall towns and rural Montana8,0140.38% / 11%74%−43 / −20
Big HornSmall towns and rural Montana8,8500.36% / 9%51%−2 / −28
BlaineSmall towns and rural Montana4,9330.56% / 9%62%−6 / −25
BroadwaterHelena6,1420.410% / 10%79%−60 / −27
CarbonBillings9,2090.19% / 11%80%−32 / −24
CarterSmall towns and rural Montana1,0770.210% / 10%80%−80 / −31
CascadeGreat Falls65,7440.313% / 11%58%−22 / −21
ChouteauSmall towns and rural Montana4,5880.28% / 10%64%−32 / −28
CusterSmall towns and rural Montana9,5920.29% / 8%61%−49 / −25
DanielsSmall towns and rural Montana1,2270.211% / 9%78%−66 / −29
DawsonSmall towns and rural Montana6,9420.26% / 9%67%−59 / −24
Deer LodgeSmall towns and rural Montana8,4420.312% / 11%58%+1 / −27
FallonSmall towns and rural Montana2,1070.22% / 9%72%−76 / −25
FergusSmall towns and rural Montana9,2310.212% / 10%73%−51 / −27
FlatheadSmall towns and rural Montana86,7470.39% / 9%74%−34 / −20
GallatinBozeman100,7690.35% / 5%71%+3 / −8
GarfieldSmall towns and rural Montana8220.37% / 10%97%−90 / −28
GlacierSmall towns and rural Montana9,5030.26% / 7%54%+20 / −28
Golden ValleySmall towns and rural Montana7350.413% / 10%70%−72 / −29
GraniteSmall towns and rural Montana2,9530.411% / 12%75%−44 / −27
HillSmall towns and rural Montana11,5920.37% / 8%59%−18 / −25
JeffersonHelena10,2190.210% / 10%81%−37 / −23
Judith BasinSmall towns and rural Montana1,6050.29% / 11%87%−58 / −25
LakeSmall towns and rural Montana25,3940.110% / 12%67%−20 / −24
Lewis and ClarkHelena57,8980.210% / 11%73%−6 / −18
LibertySmall towns and rural Montana1,4210.28% / 9%71%−54 / −27
LincolnSmall towns and rural Montana17,3520.512% / 12%69%−53 / −31
McConeSmall towns and rural Montana1,3590.511% / 11%80%−74 / −30
MadisonSmall towns and rural Montana7,7190.110% / 12%85%−45 / −25
MeagherSmall towns and rural Montana1,7610.312% / 10%67%−54 / −27
MineralMissoula3,9310.214% / 13%72%−48 / −29
MissoulaMissoula98,7350.29% / 9%75%+21 / −12
MusselshellSmall towns and rural Montana4,1540.312% / 9%74%−72 / −30
ParkSmall towns and rural Montana14,7200.39% / 10%80%−8 / −21
PetroleumSmall towns and rural Montana3810.416% / 11%85%−76 / −28
PhillipsSmall towns and rural Montana3,2340.37% / 10%69%−62 / −28
PonderaSmall towns and rural Montana4,6010.37% / 9%63%−42 / −29
Powder RiverSmall towns and rural Montana1,4510.35% / 10%78%−75 / −27
PowellSmall towns and rural Montana6,1180.212% / 11%54%−54 / −29
PrairieSmall towns and rural Montana1,0380.19% / 12%67%−62 / −28
RavalliSmall towns and rural Montana38,0240.111% / 11%79%−41 / −25
RichlandSmall towns and rural Montana8,4330.46% / 8%65%−68 / −26
RooseveltSmall towns and rural Montana7,0610.26% / 8%56%−10 / −26
RosebudSmall towns and rural Montana5,8570.213% / 8%64%−37 / −28
SandersSmall towns and rural Montana11,0200.313% / 13%73%−55 / −30
SheridanSmall towns and rural Montana2,8670.25% / 9%68%−42 / −27
Silver BowSmall towns and rural Montana28,5580.19% / 10%64%+7 / −22
StillwaterBillings7,2570.411% / 10%82%−62 / −25
Sweet GrassSmall towns and rural Montana2,9740.311% / 10%80%−53 / −27
TetonSmall towns and rural Montana4,7660.38% / 10%75%−45 / −26
TooleSmall towns and rural Montana3,9950.212% / 9%52%−56 / −25
TreasureSmall towns and rural Montana6040.46% / 10%75%−70 / −26
ValleySmall towns and rural Montana5,8400.18% / 9%70%−51 / −26
WheatlandSmall towns and rural Montana1,6110.211% / 9%68%−58 / −28
WibauxSmall towns and rural Montana8370.210% / 11%65%−72 / −27
YellowstoneBillings130,1540.59% / 9%63%−27 / −20

Sources

Records
ACS PUMS 2020–2024 5-year, Montana, 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 West, 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.
Montana by county: Census 2020–2024 · Voxari Studio