Groundwork

County profile · Arkansas

Columbia County, AR market data

How Columbia County compares with other counties for 56 business types: competitors, household spending, official counts and growth.

Population, 2025
21,894
−3.7% since 2020
Households
8,409
Median household income
$55,334
+52.9% vs. 2015–2019, before inflation
Median home value
$152,100
Jobs located here
7,940
Highest market score
47
Insurance agencies, #1,214 of 2,272 scored counties

A site report maps the competitors on map listings around any address in Columbia County by name and distance, and the households and spending within reach. Or open the report at the center of Columbia County. Signed out, you see a blurred preview; on an account, each report is one action.

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Survey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure

What this means

Columbia County has an estimated 21,894 people and 8,409 households. Population estimates show Columbia County declined 3.7% from 2020 to 2025, against +3.1% for the U.S. Median household income in Columbia County is $55,334, 31% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 52.9%, before inflation.

Relative to the U.S., household spending in Columbia County runs highest on vehicle insurance (an index of 135, where 100 is the U.S. average) and lowest on memberships, classes and admissions (55).

Of the business types scored in Columbia County, insurance agencies (47), pet businesses (45) and HVAC and plumbing companies (37) have the highest Groundwork market scores. For insurance agencies, that ranks #1,214 of 2,272 scored counties.

Columbia County is part of the Magnolia area. Against the U.S., map listings per household run highest for child care centers and preschools (2.7 times the U.S. rate) and lowest for real estate businesses (51% below the U.S. rate).

All 56 business types in Columbia County

Highest Groundwork market score first. Each score compares Columbia County with other counties for that business type, from 0 to 100. Spending per listing divides a whole spending line (all vehicle repairs, all eating out) by one type’s listings: the demand for each competitor, not a business’s revenue. Compare it across markets with its index, where 100 is the U.S. figure for the same type; the real estate types, whose line is all housing costs, show the index only. How the score works.

Every business type in Columbia County, AR, highest Groundwork market score first, with its rank among counties, listings, listings per 10,000 households, spending per listing and official establishments
Business typeScoreRank among countiesListingsPer 10k householdsSpending per listingSpending per listing vs. U.S. (100)Official establishments
Insurance agencies47#1,214 of 2,2721416.6$1.6M1269
Pet businesses45#1,313 of 2,20078.3$883K101Under 3
HVAC and plumbing37#1,300 of 1,70755.9$4.1M856
Auto repair and car care36#1,813 of 2,4013744.0$213K799
Dentists and orthodontists35#1,477 of 1,88678.3$1.1M1175
Home repair trades35#1,695 of 2,0571011.9$2M8411
Auto repair shops35#1,844 of 2,3782226.2$359K817
Coffee shops and cafes34#1,602 of 2,06367.1$4.4M119Under 3
Real estate33#1,961 of 2,2291619.0Index only161Under 3
Sit-down restaurants32#1,968 of 2,4054654.7$575K8710
Doctors, dentists and clinics31#2,037 of 2,3944047.6$201K13223
Funeral homes27#1,275 of 1,47255.9$272K403
Real estate agents and brokers26#2,105 of 2,1761619.0Index only128Under 3
Gas stations25#2,117 of 2,3582428.5$1.1M4514
Tire shops23#1,350 of 1,53055.9$1.6M63Under 3
Salons, barbers and spas21#2,293 of 2,3855059.5$127K605
Convenience stores19#2,044 of 2,2611113.1$4.1M52Under 3
Restaurants and cafes19#2,299 of 2,40585101.1$311K8438
Grocery and convenience stores18#2,245 of 2,4022529.7$1.8M547
Bakeries and dessert shops15#1,853 of 1,88989.5$3.3M80Under 3
Gyms, studios and classes15#2,022 of 2,0881517.8$302K464
Spas and skin care14#1,738 of 1,76989.5$794K91Under 3
Hair salons14#2,285 of 2,3392833.3$227K535
Collision repair and body shops13#1,307 of 1,32755.9$1.6M514
Clothing, shoes and laundry13#2,174 of 2,2102529.7$543K629
Physical therapy12#1,392 of 1,42267.1$1.3M564
Grocery stores12#1,991 of 2,0701113.1$4.1M445
Clothing and shoe stores11#2,064 of 2,0872023.8$679K539
Barbershops8#1,318 of 1,35667.1$1.1M56Under 3
Gyms8#1,764 of 1,79278.3$647K504
Fast food and sandwich shops7#2,208 of 2,2221922.6$1.4M4623
Optometrists and eye care6#1,287 of 1,30255.9$1.6M513
Child care and preschools6#1,601 of 1,6111315.5$225K2211
Nail salons5#1,319 of 1,32878.3$907K54Under 3
Martial arts and dance studios3#1,330 of 1,33478.3$647K32Under 3
Car washes and detailingNot scoredNot scored44.8$2M78Under 3
ElectriciansNot scoredNot scored44.8$5.1M425
Lawn, cleaning and pest controlNot scoredNot scored44.8$2.7M15811
Landscaping and lawn careNot scoredNot scored33.6$3.5M1218
Pet grooming and boardingNot scoredNot scored33.6$2.1M81Under 3
PizzaNot scoredNot scored33.6$8.8M17323
Primary care and pediatricsNot scoredNot scored33.6$2.7M15011
VeterinariansNot scoredNot scored33.6$2.1M76Under 3
ChiropractorsNot scoredNot scored22.4$4MToo fewUnder 3
Dry cleanersNot scoredNot scored22.4$6.8MToo fewUnder 3
LaundromatsNot scoredNot scored11.2$13.6MToo fewUnder 3
Oil change and quick lubeNot scoredNot scored11.2$7.9MToo fewUnder 3
Pest controlNot scoredNot scored11.2$10.6MToo fewUnder 3
Roofing and guttersNot scoredNot scored11.2$20.3MToo fewUnder 3
Yoga, Pilates and fitness studiosNot scoredNot scored11.2$4.5MToo few4
Home inspectorsNot scoredNot scored00.0None listedNone listedUnder 3
House cleaningNot scoredNot scored00.0None listedNone listed3
Mortgage brokers and lendersNot scoredNot scored00.0None listedNone listedUnder 3
Pet storesNot scoredNot scored00.0None listedNone listedUnder 3
Property managementNot scoredNot scored00.0None listedNone listedUnder 3
Urgent care and walk-in clinicsNot scoredNot scored00.0None listedNone listedUnder 3

Household spending in Columbia County

What households here spend in a year on each line, in total and per household, with the index against the U.S. average (100).

Annual household spending in Columbia County, AR by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$7.9M$93998
Gasoline and other fuels$26M$3,096119
Food away from home$26.4M$3,14577
Groceries$45.4M$5,40285
Personal care products and services$6.4M$75575
Child care and other personal services$2.9M$34760
Memberships, classes and admissions$4.5M$53855
Medical and dental services$8M$95574
Pets$6.2M$73581
Clothing, shoes and related services$13.6M$1,61579
Vehicle insurance$22.2M$2,644135
Home repairs, maintenance and insurance$20.3M$2,41780
Lawn care, cleaning and other household services$10.6M$1,26589
Rent and homeowner costs$111.4M$13,25380

Household spending is estimated from the incomes of the households in each neighborhood, using what households at each income spent nationally in 2024, adjusted for the region. It counts what residents spend, wherever they spend it.

Population and households in Columbia County

Population, 2025 estimate
21,894−3.7% since 2020
Households
8,409
Median age
36.5
Homes lived in by their owners
71%
Vehicles per household
2.0
Land area
766 sq. mi.
People per square mile
29
Median household income
$55,334+52.9% vs. 2015–2019, before inflation
Average household income
$69,996
Median home value
$152,100
Jobs located here
7,940
Daytime population
21,908Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Columbia County?

These figures cover the whole county. A site report draws rings around one address and counts what’s inside them: households, spending, jobs, and the competitors on map listings by name and distance, for any of the 56 business types.

Or open the report at the center of Columbia County. Signed out, you see a blurred preview; on an account, each report is one action.

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Columbia County is part of the Magnolia, AR area.

Questions

How fast is Columbia County, AR growing?

Population estimates put Columbia County at 21,894 people in 2025, down 3.7% since 2020, against +3.1% for the U.S. It has 8,409 households. Median household income rose 52.9% from the 2015–2019 survey, before inflation.

How much do households in Columbia County, AR spend?

Households in Columbia County spend about $111.4M a year on rent and homeowner costs, $45.4M on groceries and $26.4M on food away from home. Set against the U.S., households in Columbia County spend the most on vehicle insurance (an index of 135, where 100 is the U.S. average) and the least on memberships, classes and admissions (55).

Which business types have the highest market scores in Columbia County, AR?

The highest Groundwork market scores in Columbia County are for insurance agencies (47), pet businesses (45) and HVAC and plumbing companies (37). Columbia County ranks #1,214 of 2,272 scored counties for insurance agencies.

How does Columbia County, AR compare with the U.S.?

The median household income in Columbia County is $55,334 a year, 31% below the U.S. median of $80,734. The population fell 3.7% from 2020 to 2025, against +3.1% for the U.S. The median home value is $152,100, against $332,700 for the U.S. For its number of households, Columbia County has the most map listings, relative to the U.S., for child care centers and preschools (2.7 times the U.S. rate) and the fewest for real estate businesses (51% below the U.S. rate).

What is the Groundwork market score?

The Groundwork market score runs from 0 to 100 and compares a market with others of its kind for one business type: states with states, metro areas with metro areas, small-town markets and counties with their own. It weighs household spending per competitor (35%), households per business with payroll (25%), population growth (20%) and spending power (20%), each ranked against those peers. A higher score means that, taken together, the market has more household spending and more households for each business already there, faster population growth and more spending per household than similar markets. It describes a market, not any one site or deal. 35 of the 56 business types have a score in Columbia County, each ranked against other counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Columbia County. It maps the competitors on map listings near the site and sizes the households and spending within the distance you choose. New accounts get 10 actions over 3 days, no card.

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Screening a site or an acquisition in Columbia County?

A site report maps the competitors on map listings near an address and sizes the households and spending around it.

The button opens the report at the center of Columbia County. Signed out, you see a blurred preview; on an account, each report is one action.

This product uses the Census Bureau Data API but is not endorsed or certified by the Census Bureau.

Figures are estimates for research only. Not investment or real estate advice.