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BMIE Market 44440

Trumbull County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)4,418
2020–2024 ACS 5-year estimate ±636 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,955
2020–2024 ACS 5-year estimate ±238 · 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 count4,967
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,992
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$64,904
2020–2024 ACS 5-year estimate ±12,111 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age46.6
2020–2024 ACS 5-year estimate ±10 · 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$819
2020–2024 ACS 5-year estimate ±112 · 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$167,800
2020–2024 ACS 5-year estimate ±20,850 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area8.4 sq mi
Census Gazetteer 2020
Restaurants7
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44440
Restaurants per 10,000 residents2.0
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+100.0%
DERIVED: 2011 → 2016, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+250.0%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+250.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+133.3%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20286 (range 4–9)
FORECAST · linear trend v1 fitted to 2008–2023 (11 points, +0.3 per year, r² 0.67) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score68 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score51 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score66 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score97 / 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: 68 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score51.05140%+20.4
Restaurant Opportunity Score66.56635%+23.3
Market Momentum Score96.89725%+24.2
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 51 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)4,4185840%+23.4
Median household income (ACS)64,9043940%+15.5
Households (ACS)1,9556120%+12.1
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 66 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth2509935%+34.6
Restaurants per 10,000 residents (lower = more room)15.85025%+12.5
Population (ACS)4,4185820%+11.7
Median household income (ACS)64,9043920%+7.7
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 97 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth1009650%+48.0
10-year restaurant growth2509930%+29.7
20-year restaurant growth2509520%+19.1
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 (9)

By cuisine

Italian 2 · Pizza 2 · Bakery 1 · Chicken / wings 1 · Chinese 1 · Dessert 1 · Vietnamese 1

By type

Restaurant (service type not stated) 6 · Bar 2 · Bakery 1 · Casual dining 1 · Dessert 1

NameTypeCuisineAddressStatus
Chick and EggsRestaurant (service type not stated)Chicken / wings1146 Salt Springs Rdopen
China GardenRestaurant (service type not stated)Chinese3971 Main St Ste 3open
Cocca's Pizza Cocca's PizzaRestaurant (service type not stated)Pizza · Italian3556 S Main Stopen
Hong Hui Chinese RestaurantRestaurant (service type not stated)3971 Main Stopen
Pho Viez LlcRestaurant (service type not stated)Vietnamese3971 Main Stopen
Pizza Joe's Pizza Joe'sRestaurant (service type not stated)Pizza · Italian3971 Main Stopen
Post Office PubCasual dining · Bar3821 S Main Stopen
Sugar Shack tooBakery · DessertBakery · Dessert3114 S Main Stopen
VFW Post 4192Bar3889 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
199433SIC1987
199533SIC1987
1996321SIC1987
199733SIC1987
199833111NAICS1997
199932111NAICS1997
200032111NAICS1997
2001431111NAICS1997
20022111NAICS1997
200332111NAICS2002
20042211NAICS2002
200533111NAICS2002
200644112NAICS2002
200733111NAICS2002
20082111NAICS2007
20092111NAICS2007
20102111NAICS2007
20112111NAICS2007
20122111NAICS2012
201332111NAICS2012
20142211NAICS2012
2015211NAICS2012
20163211NAICS2012
20213NAICS2017
202243NAICS2022
2023876NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44440. 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
445153.3 mi872023
444374.2 mi32016
444464.8 mi642023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.