Groundwork

County profile · Mississippi

Calhoun County, MS market data

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

Population, 2025
12,643
−4.4% since 2020
Households
5,611
Median household income
$43,125
+15.7% vs. 2015–2019, before inflation
Median home value
$90,300
Jobs located here
3,084
Highest market score
59
Insurance agencies, #797 of 2,272 scored counties

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

Free10 actions over 3 days, no card

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

What this means

Calhoun County has an estimated 12,643 people and 5,611 households. Population estimates put the population change in Calhoun County from 2020 to 2025 at −4.4%, against +3.1% for the U.S. Median household income in Calhoun County is $43,125, 47% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 15.7%, before inflation.

Relative to the U.S., household spending in Calhoun County runs highest on vehicle insurance (an index of 126, where 100 is the U.S. average) and lowest on memberships, classes and admissions (44).

Of the business types scored in Calhoun County, insurance agencies (59), restaurants and cafes (48) and medical and dental practices (48) have the highest Groundwork market scores. For insurance agencies, that ranks #797 of 2,272 scored counties.

Against the U.S., map listings per household run highest for gas stations (2.5 times the U.S. rate) and lowest for medical and dental practices (58% below the U.S. rate).

All 56 business types in Calhoun County

Highest Groundwork market score first. Each score compares Calhoun 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 Calhoun County, MS, 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 agencies59#797 of 2,272712.5$2M1574
Restaurants and cafes48#1,259 of 2,4053765.9$424K11410
Doctors, dentists and clinics48#1,263 of 2,3942035.6$244K1603
Auto repair shops44#1,459 of 2,378814.3$596K134Under 3
Sit-down restaurants36#1,802 of 2,4052544.6$627K943
Auto repair and car care33#1,907 of 2,4011730.3$280K104Under 3
Clothing, shoes and laundry30#1,839 of 2,210814.3$1M1174
Salons, barbers and spas26#2,207 of 2,3851526.7$255K120Under 3
Clothing and shoe stores23#1,881 of 2,087712.5$1.2M934
Convenience stores19#2,039 of 2,26158.9$5.7M726
Gas stations17#2,261 of 2,3581526.7$1.1M4510
Coffee shops and cafes15#2,026 of 2,06358.9$3.1M85Under 3
Hair salons15#2,268 of 2,3391017.8$383K89Under 3
Grocery and convenience stores4#2,391 of 2,4021933.9$1.5M4412
Grocery stores3#2,064 of 2,070916.0$3.2M346
BarbershopsNot scoredNot scored47.1$957K51Under 3
Fast food and sandwich shopsNot scoredNot scored47.1$3.9M1285
Funeral homesNot scoredNot scored47.1$207K31Under 3
Gyms, studios and classesNot scoredNot scored47.1$603K91Under 3
Real estateNot scoredNot scored47.1Index only4003
Dentists and orthodontistsNot scoredNot scored35.3$1.6M1653
GymsNot scoredNot scored35.3$804K62Under 3
Optometrists and eye careNot scoredNot scored35.3$1.6M52Under 3
Primary care and pediatricsNot scoredNot scored35.3$1.6M91Under 3
Real estate agents and brokersNot scoredNot scored35.3Index only423Under 3
Tire shopsNot scoredNot scored35.3$1.6M63Under 3
Bakeries and dessert shopsNot scoredNot scored23.6$7.8MToo fewUnder 3
Child care and preschoolsNot scoredNot scored23.6$763KToo fewUnder 3
ChiropractorsNot scoredNot scored11.8$4.9MToo fewUnder 3
Landscaping and lawn careNot scoredNot scored11.8$6.5MToo fewUnder 3
LaundromatsNot scoredNot scored11.8$8.3MToo fewUnder 3
Lawn, cleaning and pest controlNot scoredNot scored11.8$6.5MToo fewUnder 3
Martial arts and dance studiosNot scoredNot scored11.8$2.4MToo fewUnder 3
Nail salonsNot scoredNot scored11.8$3.8MToo fewUnder 3
Pet businessesNot scoredNot scored11.8$3.7MToo fewUnder 3
Physical therapyNot scoredNot scored11.8$4.9MToo fewUnder 3
PizzaNot scoredNot scored11.8$15.7MToo few5
Property managementNot scoredNot scored11.8Index onlyToo fewUnder 3
VeterinariansNot scoredNot scored11.8$3.7MToo fewUnder 3
Car washes and detailingNot scoredNot scored00.0None listedNone listedUnder 3
Collision repair and body shopsNot scoredNot scored00.0None listedNone listedUnder 3
Dry cleanersNot scoredNot scored00.0None listedNone listedUnder 3
ElectriciansNot scoredNot scored00.0None listedNone listedUnder 3
Home inspectorsNot scoredNot scored00.0None listedNone listedUnder 3
Home repair tradesNot scoredNot scored00.0None listedNone listedUnder 3
House cleaningNot scoredNot scored00.0None listedNone listedUnder 3
HVAC and plumbingNot scoredNot scored00.0None listedNone listedUnder 3
Mortgage brokers and lendersNot scoredNot scored00.0None listedNone listedUnder 3
Oil change and quick lubeNot scoredNot scored00.0None listedNone listedUnder 3
Pest controlNot scoredNot scored00.0None listedNone listedUnder 3
Pet grooming and boardingNot scoredNot scored00.0None listedNone listedUnder 3
Pet storesNot scoredNot scored00.0None listedNone listedUnder 3
Roofing and guttersNot scoredNot scored00.0None listedNone listedUnder 3
Spas and skin careNot scoredNot scored00.0None listedNone listedUnder 3
Urgent care and walk-in clinicsNot scoredNot scored00.0None listedNone listedUnder 3
Yoga, Pilates and fitness studiosNot scoredNot scored00.0None listedNone listedUnder 3

Household spending in Calhoun 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 Calhoun County, MS by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$4.8M$84989
Gasoline and other fuels$16.1M$2,864110
Food away from home$15.7M$2,79469
Groceries$28.5M$5,08580
Personal care products and services$3.8M$68368
Child care and other personal services$1.5M$27247
Memberships, classes and admissions$2.4M$43044
Medical and dental services$4.9M$87068
Pets$3.7M$65272
Clothing, shoes and related services$8.3M$1,47272
Vehicle insurance$13.8M$2,462126
Home repairs, maintenance and insurance$12.5M$2,22674
Lawn care, cleaning and other household services$6.5M$1,16282
Rent and homeowner costs$69.2M$12,33874

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 Calhoun County

Population, 2025 estimate
12,643−4.4% since 2020
Households
5,611
Median age
41.9
Homes lived in by their owners
72%
Vehicles per household
1.9
Land area
587 sq. mi.
People per square mile
22
Median household income
$43,125+15.7% vs. 2015–2019, before inflation
Average household income
$58,887
Median home value
$90,300
Jobs located here
3,084
Daytime population
10,470Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Calhoun 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 Calhoun County. Signed out, you see a blurred preview; on an account, each report is one action.

Free10 actions over 3 days, no card

Questions

How fast is Calhoun County, MS growing?

Population estimates put Calhoun County at 12,643 people in 2025, down 4.4% since 2020, against +3.1% for the U.S. It has 5,611 households. Median household income rose 15.7% from the 2015–2019 survey, before inflation.

How much do households in Calhoun County, MS spend?

Households in Calhoun County spend about $69.2M a year on rent and homeowner costs, $28.5M on groceries and $16.1M on gasoline and other fuels. Set against the U.S., households in Calhoun County spend the most on vehicle insurance (an index of 126, where 100 is the U.S. average) and the least on memberships, classes and admissions (44).

Which business types have the highest market scores in Calhoun County, MS?

The highest Groundwork market scores in Calhoun County are for insurance agencies (59), restaurants and cafes (48) and medical and dental practices (48). Calhoun County ranks #797 of 2,272 scored counties for insurance agencies.

How does Calhoun County, MS compare with the U.S.?

The median household income in Calhoun County is $43,125 a year, 47% below the U.S. median of $80,734. The population fell 4.4% from 2020 to 2025, against +3.1% for the U.S. The median home value is $90,300, against $332,700 for the U.S. For its number of households, Calhoun County has the most map listings, relative to the U.S., for gas stations (2.5 times the U.S. rate) and the fewest for medical and dental practices (58% 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. 15 of the 56 business types have a score in Calhoun 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 Calhoun 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.

All markets in Mississippi · Every U.S. market · How we measure

Screening a site or an acquisition in Calhoun 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 Calhoun 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.