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 |
|---|---|
| Households | 5,669 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 count | 13,388 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 5,272 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 age | 37.1 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 area | 25.6 sq mi Census Gazetteer 2020 |
| Restaurants | 13 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45002 |
| Restaurants per 10,000 residents | 7.5 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, 2028 | 19 (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 ahead | Needs more ACS years on file |
| BMIE Market Score | 70 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 72 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 81 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 53 / 100 MODELED · market_momentum_score v1 · confidence High · why? |
Map
Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.Trends
Historical lines are published counts. Dashed lines are derived: a least-squares trend through the last decade, extended as a FORECAST with its 80% range. Momentum, not a guarantee.
Restaurants by year, with trend and projection
ZIP Code Business Patterns, USPS ZIP 45002. Projection: linear trend v1, fitted 2013–2023, +0.7 restaurants per year, r² 0.52, confidence Medium.Growth index (first year on file = 100)
Each category relative to its own first published count. Full/limited split is unavailable under SIC (before 1998).Mix of the food-service market
Share of all food-service establishments. "Other" = snack bars, caterers, contractors, mobile.Population and restaurants per 10,000 residents
Population points: 2010 Census count and ACS 5-year estimates on file (more vintages load over time). Density uses the population point within two years of each restaurant count. Population projection appears once three or more ACS years are loaded.Restaurant growth vs. Ohio and U.S. averages
Averages are the mean growth across all ZCTAs with the figure (state n = 989, U.S. n = 24,852). DERIVED from ZIP Code Business Patterns.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)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 71.5 | 72 | 40% | +28.6 |
| Restaurant Opportunity Score | 80.9 | 81 | 35% | +28.3 |
| Market Momentum Score | 53.2 | 53 | 25% | +13.3 |
Consumer Market Score: 72 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 15,413 | 77 | 40% | +30.8 |
| Median household income (ACS) | 81,229 | 64 | 40% | +25.5 |
| Households (ACS) | 5,669 | 76 | 20% | +15.2 |
Restaurant Opportunity Score: 81 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 116.7 | 95 | 35% | +33.1 |
| Restaurants per 10,000 residents (lower = more room) | 8.4 | 79 | 25% | +19.7 |
| Population (ACS) | 15,413 | 77 | 20% | +15.4 |
| Median household income (ACS) | 81,229 | 64 | 20% | +12.7 |
Market Momentum Score: 53 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | -18.8 | 14 | 50% | +6.9 |
| 10-year restaurant growth | 116.7 | 95 | 30% | +28.4 |
| 20-year restaurant growth | 160 | 90 | 20% | +17.9 |
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
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 128 Nutrition | Juice, smoothie, tea | Juice / smoothies | 4350 Hamilton Cleves Rd | open |
| Ann's Tavern | Bar · Casual dining | 15 S Miami Ave | open | |
| Another Bar & Grill | Casual dining · Bar | 250 S Miami Ave | open | |
| Aston Oaks | Restaurant (service type not stated) | open | ||
| Audrey's Frogtown Tavern | Bar | 4764 E Miami River Rd | open | |
| Bakmina Restaurant Inc | Restaurant (service type not stated) | 4100 Hamilton Cleves Rd | open | |
| Benin's BBQ And Steak | Quick service | Steakhouse · BBQ | 7699 Harrison Rd | open |
| Blue Bell Beach | Casual dining · Restaurant (service type not stated) · Bar | Seafood | 7958 Harrison Ave | open |
| Cleves Drive Inn | Café · Restaurant (service type not stated) · Juice, smoothie, tea | Coffee · Juice / smoothies · American | 248 S Miami Ave | open |
| Dew Drop Inn | Bar | 8956 Harrison Pike | open | |
| Frog Towne Tavern | Bar · Casual dining | 4764 E Miami River Rd | open | |
| Gold Star | Quick service | 4175 Hamilton Cleves Rd | open | |
| Jacki's | Bar · Restaurant (service type not stated) | 501 N Miami Ave | open | |
| Kreimer's Bier Haus | Bar · Restaurant (service type not stated) | German / Eastern European | 6052 OH-128 | open |
| Lin's Garden | Restaurant (service type not stated) | Chinese · Asian | 4350 Hamilton Cleves Rd | open |
| Maka Mia Pizza Maka Mia Pizza | Restaurant (service type not stated) | Pizza · Italian | 20 S Miami Ave | open |
| Miamitown Skyline | Restaurant (service type not stated) · Quick service | 6263 State Route 128 | open | |
| Patrick's Family Restaurant | Restaurant (service type not stated) | Middle Eastern · German / Eastern European · Burgers · Breakfast | 4100 Ohio 128 | open |
| Penn Station East Coast Subs Penn Station East Coast Subs | Quick service | Sandwiches · American | 4175 OH-128 | open |
| Pizza Hut | Restaurant (service type not stated) | Pizza | 4153 State Route 128 | open |
| Roy Rogers | Quick service | 151 Cooper Ave | open | |
| Skyline Chili Skyline Chili | Quick service · Restaurant (service type not stated) | Hot dogs · American | 250 S Miami Ave | open |
| Sprinkles Creamy Whip | Dessert | Dessert · Ice cream / frozen desserts | 500 N Miami Ave | open |
| Starbucks Starbucks | Coffee shop · Restaurant (service type not stated) · Café | Coffee | 4001 OH-128 | open |
| Subway | Other | Sandwiches | 4153 Hamilton Cleves Rd # Oh-128 | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 4153 Hamilton-Cleves Rd | open |
| Sunnyside Grill | Casual dining | American · Breakfast | 7995 Wesselman Rd | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 9 | 6 | — | — | — | 3 | SIC1987 |
| 1995 | 9 | 6 | — | — | — | 3 | SIC1987 |
| 1996 | 8 | 5 | — | — | — | 3 | SIC1987 |
| 1997 | 11 | 6 | — | — | — | 5 | SIC1987 |
| 1998 | 7 | 3 | 2 | 1 | — | 4 | NAICS1997 |
| 1999 | 8 | 3 | 2 | 1 | — | 5 | NAICS1997 |
| 2000 | 9 | 5 | 3 | 1 | 1 | 4 | NAICS1997 |
| 2001 | 9 | 3 | 2 | 1 | — | 6 | NAICS1997 |
| 2002 | 10 | 4 | 4 | — | — | 6 | NAICS1997 |
| 2003 | 11 | 5 | 4 | 1 | — | 6 | NAICS2002 |
| 2004 | 15 | 9 | 5 | 3 | 1 | 6 | NAICS2002 |
| 2005 | 14 | 10 | 5 | 3 | 2 | 4 | NAICS2002 |
| 2006 | 11 | 6 | 3 | 2 | 1 | 5 | NAICS2002 |
| 2007 | 16 | 9 | 4 | 4 | 1 | 7 | NAICS2002 |
| 2008 | 13 | 8 | 4 | 3 | 1 | 5 | NAICS2007 |
| 2009 | 12 | 8 | 4 | 2 | 2 | 4 | NAICS2007 |
| 2010 | 14 | 10 | 5 | 3 | 2 | 4 | NAICS2007 |
| 2011 | 15 | 11 | 4 | 5 | 2 | 4 | NAICS2007 |
| 2012 | 10 | 6 | 2 | 3 | 1 | 4 | NAICS2012 |
| 2013 | 11 | 6 | 2 | 4 | — | 5 | NAICS2012 |
| 2014 | 13 | 8 | 3 | 5 | — | 5 | NAICS2012 |
| 2015 | 15 | 9 | 4 | 5 | — | 6 | NAICS2012 |
| 2016 | 16 | 11 | 5 | 5 | 1 | 5 | NAICS2012 |
| 2017 | 14 | 10 | 6 | 3 | — | 4 | NAICS2017 |
| 2018 | 19 | 16 | 11 | 4 | — | 3 | NAICS2017 |
| 2019 | 19 | 16 | 10 | 4 | — | 3 | NAICS2017 |
| 2020 | 16 | 12 | 8 | 3 | — | 4 | NAICS2017 |
| 2021 | 17 | 13 | 8 | 5 | — | 4 | NAICS2017 |
| 2022 | 16 | 13 | 8 | 4 | — | 3 | NAICS2022 |
| 2023 | 16 | 13 | 8 | 4 | — | 3 | NAICS2022 |