Groundwork

Groceries and convenience · County · Mississippi

Convenience stores in Calhoun County, MS

The convenience stores in Calhoun County, MS, the household spending behind them and how the market ranks against other counties.

Groundwork market score · out of 100

Score 19 out of 100: Low

Ranked #2,039 of 2,261 scored counties
#41 of 62 scored counties in Mississippi

Listings
5
0 chain locations (0%)
Official establishments
6
Businesses with payroll, 2023
Household spending a year
$28.5M
On groceries · $5,085 a household
Spending per listing
$5.7M
28% below the U.S.
Listings per 10k households
8.9
11% above the U.S.
Population, 2025
12,643
−4.4% since 2020

See the convenience stores around any address in Calhoun County

The site report maps the convenience stores on map listings near the address, by name and distance, and sizes the households and spending around it. 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

For convenience stores, Calhoun County has a Groundwork market score of 19 (low): #2,039 of 2,261 scored counties and #41 of 62 scored counties in Mississippi. That puts it in the bottom quarter of counties.

As of September 2026, map listings count 5 convenience stores in Calhoun County. None of them are chain locations, against 60% across the U.S. That is 8.9 per 10,000 households, 11% above the U.S. rate of 8.0.

At $5,085 per household (20% below the U.S. average), households in Calhoun County spend about $28.5M a year on groceries. That is about $5.7M of household spending for each store on map listings, 28% below the U.S. figure of $7.9M. That spending covers all groceries, which convenience stores share with other businesses in the trade.

The official count of businesses with payroll classed as convenience stores in Calhoun County was 6 in 2023. That is one for every 935 households, against one for every 3,493 across the U.S. Population estimates put the population change in Calhoun County from 2020 to 2025 at −4.4%, against +3.1% for the U.S.

How Calhoun County compares

The same measures for Mississippi and the whole U.S. Spending per listing divides a year of household spending on all groceries by the convenience stores counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Convenience stores in Calhoun County, MS compared with Mississippi and the U.S.
MeasureCalhoun CountyMississippiU.S.
Listings per 10k households8.912.68.0
Spending per listing$5.7M$4.4M$7.9M
Households per official establishment9352,9293,493
Official establishment growth, 2019–2023n/a+60.9%+22.0%
Population growth, 2020–2025−4.4%−0.1%+3.1%
Spending per household on groceries$5,085$5,547$6,319
Median household income$43,125$56,447$80,734
Groundwork market score1910

Official counts and lending

Businesses

Official establishments, 2019 to 2023
3 → 6
Employees, 2023
19
Annual payroll, 2023
$269K
One-person businesses, 2023
Not publishedNot published for this business type
Map listings, September 2026
50 chain locations
Listings at the U.S. rate for this spending
4The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
0
Amount
$0

SBA-backed loans to businesses classed as convenience stores in Calhoun County, through June 2026, placed by the borrower’s ZIP code. Official establishments are businesses with payroll; the official counts leave out places with fewer than 3.

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 convenience stores on map listings by name and distance.

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.

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Convenience stores across Mississippi

Every Mississippi market ranked →

The highest-scoring counties in Mississippi for convenience stores, numbered among those based in Mississippi, with Calhoun County marked.

Top counties in Mississippi

Counties in Mississippi ranked for convenience stores by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Madison County, MS70358.0$7.9M+6.5%#437 of 2,261
2DeSoto County, MS677210.1$6.1M+6.3%#537 of 2,261
3Rankin County, MS637212.0$5.1M+3.2%#664 of 2,261
4Jackson County, MS586310.9$5.3M+3.0%#842 of 2,261
5Lamar County, MS57239.1$6.6M+4.7%#872 of 2,261
6Hancock County, MS57199.4$6.2M+1.6%#874 of 2,261
7Lafayette County, MS551910.0$5.9M+6.6%#945 of 2,261
8Oktibbeha County, MS54125.5$9.8M+0.4%#966 of 2,261
9Alcorn County, MS52106.9$7.7M−0.5%#1,047 of 2,261
10Tate County, MS491110.0$5.7M+2.1%#1,159 of 2,261
41Calhoun County, MS1958.9$5.7M−4.4%#2,039 of 2,261

Other business types in Calhoun County

Each with its Groundwork market score here, out of 100, where it has one.

Questions

How many convenience stores are in Calhoun County, MS?

Calhoun County has 5 convenience stores on map listings as of September 2026. None of them are chain locations. The listings count convenience stores without fuel. Official counts show 6 businesses with payroll classed as convenience stores in 2023.

How much do households in Calhoun County, MS spend on groceries?

About $28.5M a year, or $5,085 per household. That is 20% below the U.S. average (an index of 80, where 100 is the U.S. average). Spread across the 5 convenience stores on map listings, it comes to $5.7M per store. The spending figure covers all groceries, not only convenience stores. It is estimated from the incomes of the 5,611 households in Calhoun County and national spending patterns by income.

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

Calhoun County has 8.9 convenience stores per 10,000 households, 11% above the U.S. rate of 8.0. Spending per store is $5.7M, 28% below the U.S. figure of $7.9M. At the national ratio of convenience stores to household spending, Calhoun County would have about 4, against 5 on map listings. There is one business with payroll in the industry for every 935 households, against one for every 3,493 across the U.S.

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 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.

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. Calhoun County scores 19 for convenience stores (low), #2,039 of 2,261 scored 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 convenience stores 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.

How the score works · Top markets for convenience stores · All 56 business types in Calhoun County

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.