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Arkansas by county: Census 2020–2024

Every adult in Arkansas, 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.

75 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.

Madison County: 13,377 adults (0.6%)Poinsett County: 17,088 adults (0.7%)Boone County: 29,552 adults (1.3%)Phillips County: 11,396 adults (0.5%)Randolph County: 14,225 adults (0.6%)Mississippi County: 29,000 adults (1.2%)Grant County: 14,395 adults (0.6%)Lafayette County: 5,016 adults (0.2%)Cross County: 12,618 adults (0.5%)Clay County: 11,213 adults (0.5%)Faulkner County: 98,823 adults (4.2%)Lawrence County: 12,614 adults (0.5%)Izard County: 11,519 adults (0.5%)Howard County: 9,349 adults (0.4%)Nevada County: 6,352 adults (0.3%)Union County: 28,916 adults (1.2%)Greene County: 35,309 adults (1.5%)White County: 59,799 adults (2.6%)Arkansas County: 12,689 adults (0.5%)Crittenden County: 34,507 adults (1.5%)Ouachita County: 17,176 adults (0.7%)Yell County: 15,299 adults (0.7%)Sharp County: 14,151 adults (0.6%)Lee County: 6,778 adults (0.3%)Craighead County: 84,696 adults (3.6%)Independence County: 28,892 adults (1.2%)Lonoke County: 56,685 adults (2.4%)Washington County: 196,461 adults (8.4%)Woodruff County: 4,723 adults (0.2%)Garland County: 80,214 adults (3.4%)Little River County: 9,232 adults (0.4%)Van Buren County: 12,922 adults (0.6%)Johnson County: 19,704 adults (0.8%)Marion County: 14,031 adults (0.6%)Dallas County: 4,986 adults (0.2%)Sebastian County: 98,272 adults (4.2%)Benton County: 226,382 adults (9.7%)Franklin County: 13,455 adults (0.6%)Monroe County: 5,037 adults (0.2%)St. Francis County: 17,647 adults (0.8%)Montgomery County: 6,952 adults (0.3%)Polk County: 15,001 adults (0.6%)Ashley County: 14,288 adults (0.6%)Desha County: 8,096 adults (0.3%)Pulaski County: 306,640 adults (13.1%)Cleburne County: 20,413 adults (0.9%)Hot Spring County: 26,641 adults (1.1%)Columbia County: 17,553 adults (0.7%)Fulton County: 9,761 adults (0.4%)Logan County: 16,687 adults (0.7%)Miller County: 32,461 adults (1.4%)Crawford County: 46,503 adults (2.0%)Jackson County: 13,376 adults (0.6%)Perry County: 7,899 adults (0.3%)Chicot County: 7,648 adults (0.3%)Pope County: 49,315 adults (2.1%)Baxter County: 34,898 adults (1.5%)Carroll County: 22,422 adults (1.0%)Pike County: 7,862 adults (0.3%)Saline County: 97,836 adults (4.2%)Newton County: 5,780 adults (0.2%)Searcy County: 6,265 adults (0.3%)Calhoun County: 3,801 adults (0.2%)Cleveland County: 5,858 adults (0.2%)Clark County: 16,885 adults (0.7%)Stone County: 10,097 adults (0.4%)Prairie County: 6,404 adults (0.3%)Bradley County: 7,703 adults (0.3%)Conway County: 16,296 adults (0.7%)Scott County: 7,598 adults (0.3%)Drew County: 13,303 adults (0.6%)Sevier County: 11,256 adults (0.5%)Jefferson County: 50,896 adults (2.2%)Lincoln County: 10,912 adults (0.5%)Hempstead County: 14,575 adults (0.6%)
3,801306,640adults, on a log scale

Error report

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

2,344,381 adults · 120,271 Census records · 75 counties in 8 areas (metro areas and the rest of the state)

Built 2026-10-10 · records arkansas-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 ethnicity0.5
Education0.5
Household income0.5
Work0.4
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 0.6 points from the Census's own figure; 95% of counties within 2.1, the worst 3.2.

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 ethnicity0.61.80.10.3
Education3.17.70.51.5
Household income1.94.10.20.7

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 South) 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 16.8, worst 35.7median 2.7, worst 9.9
The same, with priors that never saw anyone from Arkansasmedian 16.7, worst 35.7median 2.7, worst 9.9

Leans against Arkansas's own survey respondents

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

DemocraticRepublicanNeitherTurnout
Model31%50%19%
CES Arkansas (n=530)30%53%17%
Priors that never saw anyone from Arkansas, applied to its 523 citizen respondents35%46%18%49%
CES Arkansas, citizens (n=523)29%54%17%46%

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 (75)
CountyAreaAdultsCensus gapVeterans (Census / people)Turnout 2024Margin: result / demographics alone
ArkansasSmall towns and rural Arkansas12,6890.45% / 6%44%−44 / −27
AshleySmall towns and rural Arkansas14,2880.35% / 6%50%−48 / −30
BaxterSmall towns and rural Arkansas34,8980.512% / 12%60%−57 / −46
BentonFayetteville-Springdale-Rogers226,3820.27% / 7%63%−27 / −33
BooneSmall towns and rural Arkansas29,5520.48% / 9%58%−65 / −43
BradleySmall towns and rural Arkansas7,7030.26% / 5%45%−39 / −23
CalhounSmall towns and rural Arkansas3,8010.25% / 8%55%−62 / −31
CarrollSmall towns and rural Arkansas22,4220.311% / 10%56%−32 / −42
ChicotSmall towns and rural Arkansas7,6480.44% / 6%46%+4 / −5
ClarkSmall towns and rural Arkansas16,8850.26% / 7%46%−20 / −26
ClaySmall towns and rural Arkansas11,2130.38% / 7%45%−62 / −45
CleburneSmall towns and rural Arkansas20,4130.311% / 11%63%−68 / −45
ClevelandSmall towns and rural Arkansas5,8580.46% / 6%58%−68 / −37
ColumbiaSmall towns and rural Arkansas17,5530.35% / 6%46%−37 / −18
ConwaySmall towns and rural Arkansas16,2960.39% / 9%53%−40 / −36
CraigheadJonesboro84,6960.26% / 6%45%−37 / −30
CrawfordFort Smith46,5030.210% / 9%53%−58 / −40
CrittendenMemphis34,5070.25% / 5%43%+2 / −6
CrossSmall towns and rural Arkansas12,6180.37% / 6%54%−48 / −33
DallasSmall towns and rural Arkansas4,9860.47% / 7%47%−29 / −16
DeshaSmall towns and rural Arkansas8,0960.34% / 5%45%−5 / −8
DrewSmall towns and rural Arkansas13,3030.45% / 5%49%−34 / −23
FaulknerLittle Rock-North Little Rock-Conway98,8230.46% / 7%57%−32 / −29
FranklinSmall towns and rural Arkansas13,4550.510% / 9%52%−62 / −44
FultonSmall towns and rural Arkansas9,7610.39% / 10%52%−62 / −46
GarlandHot Springs80,2140.210% / 9%54%−36 / −38
GrantLittle Rock-North Little Rock-Conway14,3950.48% / 9%57%−69 / −42
GreeneSmall towns and rural Arkansas35,3090.17% / 7%45%−61 / −41
HempsteadSmall towns and rural Arkansas14,5750.55% / 7%45%−40 / −21
Hot SpringSmall towns and rural Arkansas26,6410.28% / 9%46%−52 / −37
HowardSmall towns and rural Arkansas9,3490.45% / 6%50%−47 / −29
IndependenceSmall towns and rural Arkansas28,8920.36% / 8%50%−59 / −41
IzardSmall towns and rural Arkansas11,5190.210% / 10%52%−66 / −43
JacksonSmall towns and rural Arkansas13,3760.56% / 6%36%−49 / −33
JeffersonSmall towns and rural Arkansas50,8960.47% / 6%43%+20 / −1
JohnsonSmall towns and rural Arkansas19,7040.49% / 8%49%−51 / −41
LafayetteSmall towns and rural Arkansas5,0160.39% / 7%46%−38 / −22
LawrenceSmall towns and rural Arkansas12,6140.26% / 7%46%−64 / −43
LeeSmall towns and rural Arkansas6,7780.45% / 6%37%+4 / −9
LincolnSmall towns and rural Arkansas10,9120.25% / 5%32%−50 / −25
Little RiverTexarkana9,2320.27% / 7%53%−54 / −32
LoganSmall towns and rural Arkansas16,6870.27% / 7%50%−62 / −43
LonokeLittle Rock-North Little Rock-Conway56,6850.111% / 8%55%−54 / −36
MadisonFayetteville-Springdale-Rogers13,3770.39% / 10%58%−59 / −43
MarionSmall towns and rural Arkansas14,0310.312% / 11%57%−60 / −47
MillerTexarkana32,4610.26% / 6%49%−51 / −28
MississippiSmall towns and rural Arkansas29,0000.45% / 6%38%−32 / −20
MonroeSmall towns and rural Arkansas5,0370.46% / 8%49%−16 / −17
MontgomerySmall towns and rural Arkansas6,9520.48% / 10%55%−63 / −46
NevadaSmall towns and rural Arkansas6,3520.19% / 7%46%−40 / −27
NewtonSmall towns and rural Arkansas5,7800.211% / 11%65%−64 / −46
OuachitaSmall towns and rural Arkansas17,1760.28% / 7%51%−19 / −17
PerryLittle Rock-North Little Rock-Conway7,8990.310% / 9%59%−57 / −44
PhillipsSmall towns and rural Arkansas11,3960.46% / 6%44%+13 / +4
PikeSmall towns and rural Arkansas7,8620.39% / 8%58%−73 / −41
PoinsettJonesboro17,0880.35% / 7%42%−64 / −43
PolkSmall towns and rural Arkansas15,0010.49% / 8%56%−70 / −45
PopeSmall towns and rural Arkansas49,3150.27% / 8%51%−52 / −37
PrairieSmall towns and rural Arkansas6,4040.26% / 8%50%−66 / −39
PulaskiLittle Rock-North Little Rock-Conway306,6400.58% / 8%53%+22 / −14
RandolphSmall towns and rural Arkansas14,2250.28% / 7%47%−64 / −43
St. FrancisSmall towns and rural Arkansas17,6470.56% / 6%35%+1 / −6
SalineLittle Rock-North Little Rock-Conway97,8360.49% / 9%61%−40 / −36
ScottSmall towns and rural Arkansas7,5980.58% / 7%46%−74 / −45
SearcySmall towns and rural Arkansas6,2650.38% / 11%62%−72 / −46
SebastianFort Smith98,2720.27% / 8%49%−38 / −34
SevierSmall towns and rural Arkansas11,2560.25% / 6%48%−62 / −36
SharpSmall towns and rural Arkansas14,1510.29% / 9%53%−63 / −46
StoneSmall towns and rural Arkansas10,0970.410% / 11%60%−62 / −46
UnionSmall towns and rural Arkansas28,9160.37% / 7%55%−34 / −21
Van BurenSmall towns and rural Arkansas12,9220.311% / 10%60%−60 / −47
WashingtonFayetteville-Springdale-Rogers196,4610.46% / 6%55%−7 / −30
WhiteSmall towns and rural Arkansas59,7990.27% / 7%53%−61 / −38
WoodruffSmall towns and rural Arkansas4,7230.26% / 8%49%−32 / −28
YellSmall towns and rural Arkansas15,2990.47% / 8%45%−61 / −41

Sources

Records
ACS PUMS 2020–2024 5-year, Arkansas, 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 South, 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.