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BMIE Market 44710

Stark County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)9,067
2020–2024 ACS 5-year estimate ±1,122 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households3,798
2020–2024 ACS 5-year estimate ±348 · 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 count9,179
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units4,255
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$47,305
2020–2024 ACS 5-year estimate ±10,567 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age35.9
2020–2024 ACS 5-year estimate ±5 · 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$948
2020–2024 ACS 5-year estimate ±51 · 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$104,600
2020–2024 ACS 5-year estimate ±7,608 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area2.2 sq mi
Census Gazetteer 2020
RestaurantsNot published for this ZIP
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44710
Restaurants per 10,000 residents2.2
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+0.0%
DERIVED: 2013 → 2018, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+200.0%
DERIVED: 2008 → 2018, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+200.0%
DERIVED: 1998 → 2018, ZIP Code Business Patterns restaurants
Projected restaurants, 20234 (range 3–6)
FORECAST · linear trend v1 fitted to 2008–2018 (11 points, +0.2 per year, r² 0.61) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score62 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score47 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score74 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score69 / 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: 62 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score46.54740%+18.6
Restaurant Opportunity Score74.57435%+26.1
Market Momentum Score68.66925%+17.2
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 47 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)9,0676940%+27.7
Median household income (ACS)47,3051240%+4.8
Households (ACS)3,7987020%+14.1
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 74 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth2009735%+34.1
Restaurants per 10,000 residents (lower = more room)3.39725%+24.2
Population (ACS)9,0676920%+13.9
Median household income (ACS)47,3051220%+2.4
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 69 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth04250%+20.9
10-year restaurant growth2009730%+29.2
20-year restaurant growth2009320%+18.6
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 (4)

By cuisine

Bakery 1 · British / Irish pub food 1 · Coffee 1

By type

Bar 2 · Bakery 1 · Café 1 · Restaurant (service type not stated) 1

NameTypeCuisineAddressStatus
Long John Silver'sRestaurant (service type not stated)British / Irish pub food123 Raff Rd SWopen
Mike's AgainBar1037 Bedford Ave SWopen
Schwebel BakingBakeryBakery3730 13th St SWopen
White Crown CafeBar · CaféCoffee2528 9th St SWopen
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
1994862SIC1987
1995761SIC1987
1996972SIC1987
1997862SIC1987
19984112NAICS1997
19994112NAICS1997
20004112NAICS1997
20014112NAICS1997
2002631112NAICS1997
20034112NAICS2002
200452112NAICS2002
200552112NAICS2002
200664221NAICS2002
200742111NAICS2002
2008211NAICS2007
20093111NAICS2007
20104221NAICS2007
20114221NAICS2007
20125331NAICS2012
20135331NAICS2012
201453121NAICS2012
20154221NAICS2012
20165331NAICS2012
2017433NAICS2017
2018533NAICS2017
20193NAICS2017
20203NAICS2017
20214NAICS2017
20224NAICS2022
20234NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44710. 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
447081.9 mi542023
447062.5 mi202023
447022.7 mi192023
447032.8 mi52023
446464.1 mi732023
447094.2 mi392023
447184.2 mi1112023
447044.4 mi32023
447074.6 mi132023
447144.8 mi32021
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.