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BMIE Market 45002

Hamilton County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)15,413
2020–2024 ACS 5-year estimate ±889 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households5,669
2020–2024 ACS 5-year estimate ±346 · 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 count13,388
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units5,272
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$81,229
2020–2024 ACS 5-year estimate ±9,166 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age37.1
2020–2024 ACS 5-year estimate ±3 · 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$1,139
2020–2024 ACS 5-year estimate ±52 · 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$310,900
2020–2024 ACS 5-year estimate ±24,455 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area25.6 sq mi
Census Gazetteer 2020
Restaurants13
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45002
Restaurants per 10,000 residents7.5
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-18.8%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+116.7%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+160.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+116.7%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202819 (range 14–23)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.7 per year, r² 0.52) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score70 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score72 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score81 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score53 / 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: 70 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score71.57240%+28.6
Restaurant Opportunity Score80.98135%+28.3
Market Momentum Score53.25325%+13.3
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 72 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)15,4137740%+30.8
Median household income (ACS)81,2296440%+25.5
Households (ACS)5,6697620%+15.2
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 81 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth116.79535%+33.1
Restaurants per 10,000 residents (lower = more room)8.47925%+19.7
Population (ACS)15,4137720%+15.4
Median household income (ACS)81,2296420%+12.7
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 53 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-18.81450%+6.9
10-year restaurant growth116.79530%+28.4
20-year restaurant growth1609020%+17.9
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 (27)

By cuisine

American 4 · Sandwiches 3 · Breakfast 2 · Coffee 2 · German / Eastern European 2 · Juice / smoothies 2 · Pizza 2 · Asian 1 · BBQ 1 · Burgers 1 · Chinese 1 · Dessert 1 · Hot dogs 1 · Ice cream / frozen desserts 1 · Italian 1 · Middle Eastern 1 · Seafood 1 · Steakhouse 1

By type

Restaurant (service type not stated) 14 · Bar 8 · Quick service 7 · Casual dining 5 · Café 2 · Juice, smoothie, tea 2 · Coffee shop 1 · Dessert 1 · Other 1

NameTypeCuisineAddressStatus
128 NutritionJuice, smoothie, teaJuice / smoothies4350 Hamilton Cleves Rdopen
Ann's TavernBar · Casual dining15 S Miami Aveopen
Another Bar & GrillCasual dining · Bar250 S Miami Aveopen
Aston OaksRestaurant (service type not stated)open
Audrey's Frogtown TavernBar4764 E Miami River Rdopen
Bakmina Restaurant IncRestaurant (service type not stated)4100 Hamilton Cleves Rdopen
Benin's BBQ And SteakQuick serviceSteakhouse · BBQ7699 Harrison Rdopen
Blue Bell BeachCasual dining · Restaurant (service type not stated) · BarSeafood7958 Harrison Aveopen
Cleves Drive InnCafé · Restaurant (service type not stated) · Juice, smoothie, teaCoffee · Juice / smoothies · American248 S Miami Aveopen
Dew Drop InnBar8956 Harrison Pikeopen
Frog Towne TavernBar · Casual dining4764 E Miami River Rdopen
Gold StarQuick service4175 Hamilton Cleves Rdopen
Jacki'sBar · Restaurant (service type not stated)501 N Miami Aveopen
Kreimer's Bier HausBar · Restaurant (service type not stated)German / Eastern European6052 OH-128open
Lin's GardenRestaurant (service type not stated)Chinese · Asian4350 Hamilton Cleves Rdopen
Maka Mia Pizza Maka Mia PizzaRestaurant (service type not stated)Pizza · Italian20 S Miami Aveopen
Miamitown SkylineRestaurant (service type not stated) · Quick service6263 State Route 128open
Patrick's Family RestaurantRestaurant (service type not stated)Middle Eastern · German / Eastern European · Burgers · Breakfast4100 Ohio 128open
Penn Station East Coast Subs Penn Station East Coast SubsQuick serviceSandwiches · American4175 OH-128open
Pizza HutRestaurant (service type not stated)Pizza4153 State Route 128open
Roy RogersQuick service151 Cooper Aveopen
Skyline Chili Skyline ChiliQuick service · Restaurant (service type not stated)Hot dogs · American250 S Miami Aveopen
Sprinkles Creamy WhipDessertDessert · Ice cream / frozen desserts500 N Miami Aveopen
Starbucks StarbucksCoffee shop · Restaurant (service type not stated) · CaféCoffee4001 OH-128open
SubwayOtherSandwiches4153 Hamilton Cleves Rd # Oh-128open
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches4153 Hamilton-Cleves Rdopen
Sunnyside GrillCasual diningAmerican · Breakfast7995 Wesselman Rdopen
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
1994963SIC1987
1995963SIC1987
1996853SIC1987
19971165SIC1987
199873214NAICS1997
199983215NAICS1997
2000953114NAICS1997
200193216NAICS1997
200210446NAICS1997
2003115416NAICS2002
20041595316NAICS2002
200514105324NAICS2002
20061163215NAICS2002
20071694417NAICS2002
20081384315NAICS2007
20091284224NAICS2007
201014105324NAICS2007
201115114524NAICS2007
20121062314NAICS2012
2013116245NAICS2012
2014138355NAICS2012
2015159456NAICS2012
201616115515NAICS2012
20171410634NAICS2017
201819161143NAICS2017
201919161043NAICS2017
20201612834NAICS2017
20211713854NAICS2017
20221613843NAICS2022
20231613843NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45002. 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
450331.3 mi12016
450413.4 mi42019
450523.8 mi42023
450304.1 mi452023
450015.0 mi32019
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.