BMIE Market 45223
Hamilton County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 14,182 2020–2024 ACS 5-year estimate ±1,379 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 6,512 2020–2024 ACS 5-year estimate ±418 · 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 | 12,360 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 6,886 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $49,312 2020–2024 ACS 5-year estimate ±12,690 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 35.7 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 | $948 2020–2024 ACS 5-year estimate ±49 · 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 | $210,100 2020–2024 ACS 5-year estimate ±24,824 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 4.6 sq mi Census Gazetteer 2020 |
| Restaurants | 25 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45223 |
| Restaurants per 10,000 residents | 9.7 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +4.2% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +25.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +108.3% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +56.3% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 28 (range 26–30) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.5 per year, r² 0.77) · 80% range · confidence High · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 56 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 52 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 52 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 68 / 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 45223. Projection: linear trend v1, fitted 2013–2023, +0.5 restaurants per year, r² 0.77, confidence High.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: 56 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 51.5 | 52 | 40% | +20.6 |
| Restaurant Opportunity Score | 52.5 | 52 | 35% | +18.4 |
| Market Momentum Score | 67.5 | 68 | 25% | +16.9 |
Consumer Market Score: 52 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 14,182 | 76 | 40% | +30.3 |
| Median household income (ACS) | 49,312 | 14 | 40% | +5.6 |
| Households (ACS) | 6,512 | 78 | 20% | +15.7 |
Restaurant Opportunity Score: 52 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 25 | 67 | 35% | +23.6 |
| Restaurants per 10,000 residents (lower = more room) | 17.6 | 44 | 25% | +11.0 |
| Population (ACS) | 14,182 | 76 | 20% | +15.1 |
| Median household income (ACS) | 49,312 | 14 | 20% | +2.8 |
Market Momentum Score: 68 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 4.2 | 61 | 50% | +30.3 |
| 10-year restaurant growth | 25 | 67 | 30% | +20.2 |
| 20-year restaurant growth | 108.3 | 85 | 20% | +17.0 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (80)
By cuisine
American 15 · Coffee 10 · Dessert 6 · Burgers 4 · Ice cream / frozen desserts 3 · Pizza 3 · Asian 2 · Bakery 2 · Juice / smoothies 2 · Mexican 2 · Vegetarian 2 · African 1 · BBQ 1 · Breakfast 1 · Chicken / wings 1 · Halal / kosher 1 · Healthy / salads / bowls 1 · Hot dogs 1 · Italian 1 · Japanese 1 · Sandwiches 1 · Southeast Asian (other) 1 · Sushi 1
By type
Restaurant (service type not stated) 34 · Bar 29 · Casual dining 10 · Café 7 · Dessert 7 · Coffee shop 4 · Quick service 3 · Bakery 2 · Brewery / taproom 2 · Food truck 2 · Juice, smoothie, tea 2 · Other 2 · Winery / distillery / taproom 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 4156 Langland Street, Llc | Restaurant (service type not stated) | 4156 Langland St | open | |
| Ajani's - Gourmet Strawberries | Dessert | Dessert | 4210 Hamilton Ave | open |
| Applebee's | Restaurant (service type not stated) | 4114 Hamilton Ave | open | |
| Badtothebone Clubhouse | Bar · Casual dining | 4203 Colerain Ave | open | |
| Bangin Burgers | Restaurant (service type not stated) · Other | 1626 Hoffner St | open | |
| Barking Spiders Oxygen Bar | Bar | 1616 Glen Parker Ave | open | |
| Bistro Grace | Restaurant (service type not stated) | 4034 Hamilton Ave | open | |
| Blue Jay Restaurant | Restaurant (service type not stated) · Casual dining | American | 4154 Hamilton Ave | open |
| Bonomini Bakery | Bakery · Dessert | Bakery · Dessert | 1677 Blue Rock St | open |
| Boswell's | Bar | American | 1686 Blue Rock St | open |
| C and D Cafe | Bar | 1714 Hanfield St #1 | open | |
| Chameleon | Restaurant (service type not stated) · Bar | Pizza | 4114 Hamilton Ave | open |
| Chocolate Bee | Dessert | Dessert | 4037 Hamilton Ave | open |
| Chocolats Latour | Dessert | Dessert | 4037 Hamilton Ave | open |
| Collective Espresso | Coffee shop | Coffee | 4037 Hamilton Ave | open |
| C’est Bon Crepe Cafe | Café · Juice, smoothie, tea | Coffee · Juice / smoothies | 4222 Hamilton Ave | open |
| Darou Salam African Restaurant | Restaurant (service type not stated) | African · Halal / kosher | 4163 Hamilton Ave | open |
| Django Western Taco | Restaurant (service type not stated) | 4046 Hamilton Ave | open | |
| Dojo Gelato | Dessert · Coffee shop | Ice cream / frozen desserts · Dessert · Coffee | 1735 Blue Rock St | open |
| Elmore Street Cafe | Café · Bar | Coffee · American | 1791 Elmore St | open |
| Flame Bar & Bistro | Restaurant (service type not stated) | American · Breakfast | open | |
| For Goodness Shakes and Juicery | Juice, smoothie, tea | Juice / smoothies | 4119 Hamilton Ave | open |
| Fruitblood | Winery / distillery / taproom | 1662 Blue Rock St Ste 5 | open | |
| Garden On The Rock Bar & Grill LLC | Bar · Restaurant (service type not stated) | 1686 Blue Rock St | open | |
| Gulow Street | Bar · Casual dining | 1614 Hoffner St | open | |
| Happy Chicks Bakery | Bakery | Bakery | 4035 Hamilton Ave | open |
| Higher Gravity | Bar | 4106 Hamilton Ave | open | |
| Honey | Restaurant (service type not stated) | American | 4034 Hamilton Ave | open |
| Humble Monk Brewing Co. | Brewery / taproom · Restaurant (service type not stated) · Bar | 4100 Colerain Ave | open | |
| Intimate Gathering | Restaurant (service type not stated) | 4176 Hamilton Ave | open | |
| Jenn's Hot Tamale | Food truck · Restaurant (service type not stated) | Mexican | All around | open |
| Junker's Tavern | Bar | 4156 Langland St | open | |
| K Ice Cream | Dessert | Ice cream / frozen desserts · Dessert | 4119 Hamilton Ave | open |
| Katch The Kitchen Restaurant | Restaurant (service type not stated) | Burgers | 4172 Hamilton Ave | open |
| KFC KFC | Quick service · Restaurant (service type not stated) | Chicken / wings | 4147 Hamilton Ave | open |
| Ko-sho Japanese Restaurant | Restaurant (service type not stated) | 4172 Hamilton Ave | open | |
| Lads Entertainment Llc | Restaurant (service type not stated) | 3934 Spring Grove Ave | open | |
| Listing Loon | Bar | 4124 Hamilton Ave | open | |
| Mahope | Restaurant (service type not stated) | Southeast Asian (other) · Vegetarian · Asian | 3935 Spring Grove Ave | open |
| Melt Revival | Café | Vegetarian · Healthy / salads / bowls · Coffee | 4100 Hamilton Ave | open |
| Milk Barn | Coffee shop · Dessert | Coffee · Ice cream / frozen desserts | 1315 Boyd St | open |
| Mixwells | Bar | 3935 Spring Grove Ave | open | |
| Mr. Gene's Dog House | Quick service | Hot dogs · American | 3703 Beekman St | open |
| N.Y.P.D. Pizza Northside N.Y.P.D. Pizza Cincinnati | Restaurant (service type not stated) | Pizza · Italian | 1566 Chase Ave | open |
| Northside Business Systems Llc | Restaurant (service type not stated) | 4114 Hamilton Ave | open | |
| Northside Community School | Restaurant (service type not stated) | 4139 Kirby Ave | open | |
| Northside Country Club | Casual dining · Bar | 4034 Hamilton Ave | open | |
| Northside Fish and Chicken | Restaurant (service type not stated) | Japanese · Sushi · Asian | 3949 Spring Grove Ave | open |
| Northside Gardens Bar | Bar | American | 3935 Spring Grove Ave | open |
| Northside Tavern | Bar | 4163 Hamilton Ave | open | |
| Northside Yacht Club | Casual dining · Bar | 4231 Spring Grove Ave | open | |
| Old Timber Inn | Casual dining · Bar | 4330 Spring Grove Ave | open | |
| Parade North Side | Bar | 4042 Hamilton Ave | open | |
| Parts & Labor | Restaurant (service type not stated) | 1662 Blue Rock St | open | |
| Pour Lounge | Bar | 4034 Hamilton Ave | open | |
| Premier Label Company | Restaurant (service type not stated) | 3637 Spring Grove Ave | open | |
| Ruth's Parkside Cafe | Restaurant (service type not stated) · Café | American · Coffee | 1550 Blue Rock St | open |
| Second Place | Bar | 3936 Spring Grove Ave | open | |
| Sholo's To Go | Restaurant (service type not stated) | 1528 West Fork Rd | open | |
| Sidewinder Coffee | Coffee shop · Café | Coffee | 4181 Hamilton Ave | open |
| Spotlight Lounge | Bar | 4023 Hamilton Ave | open | |
| Subway | Other | Sandwiches | 3949 Spring Grove Ave | open |
| Summit Restaurant | Restaurant (service type not stated) | American | 3520 Central Pkwy | open |
| Take the Cake | Café | Coffee | 4035 Hamilton Ave | open |
| The Black Rose Cafe | Café · Restaurant (service type not stated) · Casual dining | Coffee · American | 4110 Hamilton Ave | open |
| The Comet | Bar | Mexican | 4579 Hamilton Ave | open |
| The District Kitchen and Cocktails | Restaurant (service type not stated) · Casual dining | American | 4034 Hamilton Ave | open |
| The Hamilton | Bar | 4029 Hamilton Ave | open | |
| The Kitchen Factory | Restaurant (service type not stated) | 1609 Chase Ave | open | |
| The Loon | Bar | 4027 Hamilton Ave | open | |
| The Lounge | Bar | 3938 Spring Grove Ave | open | |
| The Park Diner | Casual dining | American · Burgers | 4160 Hamilton Ave | open |
| The Rock | Casual dining · Bar | BBQ · American | 3411 Beekman St | open |
| Tickle Pickle Restaurant | Restaurant (service type not stated) | Burgers · American | 4176 Hamilton Ave | open |
| Tillie's | Bar | 4042 Hamilton Ave | open | |
| TiYah's Table | Restaurant (service type not stated) | American · Burgers | 3935 Spring Grove Ave | open |
| Urban Artifact | Brewery / taproom · Bar | 1660 Blue Rock St | open | |
| White Castle | Quick service | 3940 Ludlow Ave | open | |
| Wildfire Pizza Kitchen | Restaurant (service type not stated) · Food truck | Pizza | 1662 Blue Rock St | open |
| The Littlefield | Restaurant (service type not stated) | 3934 Spring Grove Ave | closed |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 22 | 16 | — | — | — | 6 | SIC1987 |
| 1995 | 18 | 13 | — | — | — | 5 | SIC1987 |
| 1996 | 23 | 12 | — | — | — | 11 | SIC1987 |
| 1997 | 27 | 15 | — | — | — | 12 | SIC1987 |
| 1998 | 26 | 13 | 8 | 3 | 1 | 12 | NAICS1997 |
| 1999 | 29 | 13 | 6 | 4 | 1 | 15 | NAICS1997 |
| 2000 | 27 | 14 | 6 | 5 | 1 | 12 | NAICS1997 |
| 2001 | 26 | 14 | 6 | 4 | 2 | 12 | NAICS1997 |
| 2002 | 22 | 10 | 4 | 3 | 1 | 12 | NAICS1997 |
| 2003 | 23 | 12 | 5 | 4 | 1 | 11 | NAICS2002 |
| 2004 | 25 | 14 | 7 | 4 | 2 | 10 | NAICS2002 |
| 2005 | 27 | 14 | 7 | 4 | 2 | 12 | NAICS2002 |
| 2006 | 28 | 13 | 6 | 5 | 2 | 14 | NAICS2002 |
| 2007 | 22 | 13 | 6 | 5 | 2 | 8 | NAICS2002 |
| 2008 | 23 | 13 | 6 | 5 | 2 | 9 | NAICS2007 |
| 2009 | 24 | 14 | 7 | 5 | 2 | 9 | NAICS2007 |
| 2010 | 22 | 12 | 5 | 5 | 2 | 9 | NAICS2007 |
| 2011 | 22 | 14 | 6 | 6 | 2 | 8 | NAICS2007 |
| 2012 | 25 | 18 | 9 | 7 | 2 | 7 | NAICS2012 |
| 2013 | 28 | 20 | 11 | 7 | 2 | 8 | NAICS2012 |
| 2014 | 28 | 21 | 10 | 7 | 4 | 7 | NAICS2012 |
| 2015 | 30 | 22 | 10 | 7 | 5 | 7 | NAICS2012 |
| 2016 | 29 | 20 | 11 | 5 | 4 | 7 | NAICS2012 |
| 2017 | 31 | 22 | 12 | 7 | 3 | 8 | NAICS2017 |
| 2018 | 32 | 24 | 12 | 8 | 4 | 8 | NAICS2017 |
| 2019 | 32 | 24 | 11 | 9 | 4 | 8 | NAICS2017 |
| 2020 | 34 | 25 | 12 | 9 | 4 | 8 | NAICS2017 |
| 2021 | 34 | 24 | 10 | 10 | 4 | 9 | NAICS2017 |
| 2022 | 36 | 24 | 10 | 10 | 4 | 11 | NAICS2022 |
| 2023 | 38 | 25 | 10 | 12 | 3 | 12 | NAICS2022 |