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BMIE Market 43968

Columbiana County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)6,623
2020–2024 ACS 5-year estimate ±480 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households3,077
2020–2024 ACS 5-year estimate ±284 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B11001_001E · on 2020 boundaries · retrieved 2026-09-05
Population, 2010 Census count7,182
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units3,384
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$59,200
2020–2024 ACS 5-year estimate ±8,419 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age40.8
2020–2024 ACS 5-year estimate ±6 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01002_001E · on 2020 boundaries · retrieved 2026-09-05
Median gross rent$865
2020–2024 ACS 5-year estimate ±149 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25064_001E · on 2020 boundaries · retrieved 2026-09-05
Median home value$102,500
2020–2024 ACS 5-year estimate ±10,524 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area33.9 sq mi
Census Gazetteer 2020
Restaurants4
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 43968
Restaurants per 10,000 residents11.1
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-42.9%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year-60.0%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year-50.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file-50.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20284 (range 2–6)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.4 per year, r² 0.79) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score36 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score51 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score41 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score5 / 100
MODELED · market_momentum_score v1 · confidence High · why?

Map

Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.

Why these scores?

Each score is a weighted average of national percentile ranks (0 = lowest of all ZCTAs with that figure, 100 = highest). Weights are set in the model registry, not in code, and every score carries its model version.

BMIE Market Score: 36 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score50.75140%+20.3
Restaurant Opportunity Score41.34135%+14.4
Market Momentum Score4.8525%+1.2
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 51 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)6,6236540%+25.9
Median household income (ACS)59,2002840%+11.3
Households (ACS)3,0776720%+13.5
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 41 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth-60235%+0.7
Restaurants per 10,000 residents (lower = more room)6.08825%+22.0
Population (ACS)6,6236520%+13.0
Median household income (ACS)59,2002820%+5.7
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 5 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-42.9750%+3.3
10-year restaurant growth-60230%+0.6
20-year restaurant growth-50420%+0.9
Restaurant-count growth only until population and income growth series exist.

A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.

Restaurants on file (20)

By cuisine

American 5 · Pizza 4 · Bakery 2 · Burgers 2 · Dessert 2 · BBQ 1 · Coffee 1 · Ice cream / frozen desserts 1 · Middle Eastern 1 · Sandwiches 1 · Steakhouse 1

By type

Restaurant (service type not stated) 11 · Quick service 6 · Bar 5 · Casual dining 5 · Dessert 3 · Bakery 2 · Café 1 · Other 1

NameTypeCuisineAddressStatus
Anthony's Food And SpiritsBar209 3rd Stopen
Bella C's PizzaRestaurant (service type not stated) · Casual diningPizza · American841 Main Stopen
Busy Bee Tavern & RestaurantBar · Restaurant (service type not stated) · Quick serviceBBQ333 Main Stopen
Carr-B-QRestaurant (service type not stated) · Other1240 Willow Lnopen
Dairy Queen Dairy QueenQuick service · DessertIce cream / frozen desserts · Burgers400 3rd Stopen
Down On Main StreetCasual dining · Bar358 Main Stopen
Golden Carry-OutRestaurant (service type not stated)Pizza503 9th Stopen
Kat's KitchenRestaurant (service type not stated)American1001-1085 Main Stopen
Main Street SubsQuick serviceSandwiches · Middle Eastern355 Main Stopen
McDonald's McDonald'sQuick serviceBurgers · American100 Lisbon Stopen
My barBar · Casual dining358 Main Stopen
Nick's PizzaRestaurant (service type not stated) · Casual diningPizza · American349 Main Stopen
Peps Carry Out - WellsRestaurant (service type not stated) · Quick service1800 Clark Aveopen
Pizza Hut Pizza HutQuick service · Restaurant (service type not stated)Pizza556 Main Stopen
Ralphs Crystal LoungeBar · Casual dining843 Main Stopen
Riverside RoadhouseRestaurant (service type not stated)Steakhouse565 Wells Avenue Extopen
Simply Sweet CakesBakery · DessertBakery · Dessert459 Main Stopen
Some Place ElseRestaurant (service type not stated) · CaféAmerican · Coffee400 Main Stopen
Sweet Amelias Homemade SweetsBakery · DessertBakery · Dessert525 Main Stopen
The Gathering Place -Elevate CoffeeshopRestaurant (service type not stated)1329 Main Stopen
Listings: Overture Maps Places (CDLA-Permissive-2.0), matched into the BMIE restaurant master. Census establishment counts and listing counts differ by definition (Census counts employer establishments in the reference week; listings are places currently mapped).

Restaurant establishments over time

YearAll food serviceRestaurantsFull-serviceLimited-serviceSnack & beverageBarsIndustry codes
19941385SIC1987
19951284SIC1987
19961293SIC1987
199714104SIC1987
19981710736NAICS1997
19991511743NAICS1997
20001210642NAICS1997
2001119452NAICS1997
2002138535NAICS1997
2003118443NAICS2002
2004129543NAICS2002
2005128444NAICS2002
2006118443NAICS2002
20071283324NAICS2002
200812105322NAICS2007
20091193422NAICS2007
20101082422NAICS2007
20111082332NAICS2007
20121082422NAICS2012
201312103612NAICS2012
2014982511NAICS2012
2015982511NAICS2012
20161093511NAICS2012
2017985NAICS2017
2018875NAICS2017
20198834NAICS2017
20207734NAICS2017
20216633NAICS2017
20226633NAICS2022
2023543NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 43968. Categories are BMIE roll-ups of the published SIC/NAICS codes (full vs limited service is not split under SIC). More years load in stages.

Nearby markets (within 5 miles)

ZCTADistanceRestaurantsYear
260503.7 mi32018
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.