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BMIE Market 45052

Hamilton County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)4,236
2020–2024 ACS 5-year estimate ±653 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,647
2020–2024 ACS 5-year estimate ±186 · 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 count4,004
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,621
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$101,165
2020–2024 ACS 5-year estimate ±11,102 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age53.6
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$1,159
2020–2024 ACS 5-year estimate ±213 · 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$304,900
2020–2024 ACS 5-year estimate ±31,055 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area13.3 sq mi
Census Gazetteer 2020
Restaurants4
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45052
Restaurants per 10,000 residents7.5
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-20.0%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year-33.3%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year-20.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+0.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20282 (range 1–4)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.2 per year, r² 0.60) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score47 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score67 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score50 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score12 / 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: 47 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score67.36740%+26.9
Restaurant Opportunity Score49.75035%+17.4
Market Momentum Score12.01225%+3.0
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 67 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)4,2365840%+23.1
Median household income (ACS)101,1658240%+32.7
Households (ACS)1,6475820%+11.6
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 50 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth-33.3935%+3.2
Restaurants per 10,000 residents (lower = more room)9.47425%+18.6
Population (ACS)4,2365820%+11.5
Median household income (ACS)101,1658220%+16.3
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 12 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-201350%+6.5
10-year restaurant growth-33.3930%+2.8
20-year restaurant growth-201420%+2.7
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 (10)

By cuisine

Pizza 2 · Asian 1 · Chinese 1 · Coffee 1 · Dessert 1 · Ice cream / frozen desserts 1

By type

Restaurant (service type not stated) 4 · Bar 3 · Brewery / taproom 1 · Café 1 · Casual dining 1 · Coffee shop 1 · Dessert 1 · Quick service 1 · Winery / distillery / taproom 1

NameTypeCuisineAddressStatus
BierMarktCasual dining · Bar420 Three Rivers Pkwyopen
Highway 50 Fright FieldBar11294 US Highway 50open
Java Jackets Coffee HouseCoffee shop · Restaurant (service type not stated) · CaféCoffee200 3 Rivers Pkwyopen
LaRosa's PizzeriaRestaurant (service type not stated)Pizza7680 Bridgetown Rdopen
Lin Great WallRestaurant (service type not stated)Chinese · Asian3793 Shady Lnopen
Lost Bridge Beverage CompanyWinery / distillery / taproom · Brewery / taproom2872 Lawrenceburg Rdopen
Mingle's Creamy WhipDessertIce cream / frozen desserts · Dessert3150 State Line Rdopen
Papa Johns Pizza Papa John's PizzaQuick service · Restaurant (service type not stated)Pizza200 Three Rivers Pkwy #2open
Scoreboard Sports BarBar3783 Shady Lnopen
Rohrer's TavernRestaurant (service type not stated)418 3 Rivers Pkwyclosed
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
199444————SIC1987
199544————SIC1987
199644————SIC1987
199744————SIC1987
1998544——1NAICS1997
1999654—11NAICS1997
2000864112NAICS1997
2001764111NAICS1997
2002764111NAICS1997
20036541—1NAICS2002
20047651—1NAICS2002
20058752—1NAICS2002
2006986111NAICS2002
20078862——NAICS2002
20086642——NAICS2007
20094422——NAICS2007
20103321——NAICS2007
20114431——NAICS2007
201266411—NAICS2012
201366411—NAICS2012
201466411—NAICS2012
201555311—NAICS2012
201644211—NAICS2012
201744—3——NAICS2017
201855—3——NAICS2017
201944————NAICS2017
202044————NAICS2017
202144————NAICS2017
202244————NAICS2022
202354————NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45052. 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
450332.6 mi12016
450013.6 mi32019
450023.8 mi132023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.