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BMIE Market 44506

Mahoning County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)2,096
2020–2024 ACS 5-year estimate ±373 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,142
2020–2024 ACS 5-year estimate ±232 · 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 count2,707
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,374
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$21,018
2020–2024 ACS 5-year estimate ±4,931 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age42.2
2020–2024 ACS 5-year estimate ±7 · 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$701
2020–2024 ACS 5-year estimate ±147 · 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$23,000
2020–2024 ACS 5-year estimate ±4,580 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area1.8 sq mi
Census Gazetteer 2020
RestaurantsNot published for this ZIP
2016 · U.S. Census Bureau, ZIP Code Business Patterns 2016 detail (NAICS2012) · by USPS ZIP 44506
Restaurants per 10,000 residentsNot yet derived
Restaurant growth, 5-year+100.0%
DERIVED: 1996 → 2001, ZIP Code Business Patterns restaurants
Projected restaurants, 20063 (range 2–4)
FORECAST · linear trend v1 fitted to 1994–2001 (8 points, +0.1 per year, r² 0.57) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score35 / 100
MODELED · bmie_market_score v1 · confidence Medium · why?
Consumer Market Score29 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score43 / 100
MODELED · restaurant_opportunity_score v1 · confidence Medium · 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: 35 (Medium confidence)

ComponentValueRankWeightAdds
Consumer Market Score28.92940%+15.4
Restaurant Opportunity Score42.74335%+19.9
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 29 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)2,0964640%+18.2
Median household income (ACS)21,018140%+0.3
Households (ACS)1,1425220%+10.4
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 43 (Medium confidence)

ComponentValueRankWeightAdds
Restaurants per 10,000 residents (lower = more room)9.57425%+28.4
Population (ACS)2,0964620%+14.0
Median household income (ACS)21,018120%+0.2
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

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

Restaurants on file (6)

By cuisine

American 2 · Cajun, Creole, Southern 1 · Caribbean 1 · Pizza 1

By type

Restaurant (service type not stated) 4 · Bar 3 · Casual dining 2 · Quick service 1

NameTypeCuisineAddressStatus
Albert Street GrillCasual dining · Restaurant (service type not stated) · BarAmerican324 Fruit Stopen
In The Truck EateryRestaurant (service type not stated) · Quick service1733 Himrod Aveopen
Johanzel PizzaRestaurant (service type not stated)Caribbean · Pizza1378 Grandview Aveopen
The Royal OaksCasual dining · Bar924 Oak Stopen
The SwampBaropen
The Take OutRestaurant (service type not stated)Cajun, Creole, Southern · American1852 Oak 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
199421———1SIC1987
199521———1SIC1987
199631———2SIC1987
199741———3SIC1987
199841—1—3NAICS1997
199921—1—1NAICS1997
20003211—1NAICS1997
20013211—1NAICS1997
20021————1NAICS1997
20031————1NAICS2002
20041————1NAICS2002
20051————1NAICS2002
20061————1NAICS2002
20071————1NAICS2002
20081————1NAICS2007
20091————1NAICS2007
20101————1NAICS2007
20111————1NAICS2007
20121————1NAICS2012
20131————1NAICS2012
20141————1NAICS2012
20151————1NAICS2012
20161————1NAICS2012
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44506. 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
445021.0 mi82023
445031.3 mi152023
445551.5 mi12012
445072.0 mi52023
444052.1 mi32020
445052.5 mi512023
445042.6 mi32023
445103.2 mi12000
444713.4 mi112023
445093.9 mi72023
445114.0 mi152023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.