BMIE Market 45224

Hamilton County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	21,900 2020–2024 ACS 5-year estimate ±1,667 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	9,535 2020–2024 ACS 5-year estimate ±637 · 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	19,837 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	9,679 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$56,471 2020–2024 ACS 5-year estimate ±7,029 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	44.0 2020–2024 ACS 5-year estimate ±5 · 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	$959 2020–2024 ACS 5-year estimate ±65 · 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	$204,000 2020–2024 ACS 5-year estimate ±17,969 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	6.1 sq mi Census Gazetteer 2020
Restaurants	16 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45224
Restaurants per 10,000 residents	7.6 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+0.0% 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	+0.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	-11.1% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	21 (range 19–24) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.6 per year, r² 0.79) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	60 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	60 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	68 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	48 / 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 45224. Projection: linear trend v1, fitted 2013–2023, +0.6 restaurants per year, r² 0.79, 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: 60 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	59.6	60	40%	+23.8
Restaurant Opportunity Score	67.8	68	35%	+23.7
Market Momentum Score	48.5	48	25%	+12.1

Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 60 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	21,900	83	40%	+33.2
Median household income (ACS)	56,471	24	40%	+9.5
Households (ACS)	9,535	85	20%	+16.9

Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 68 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	33.3	73	35%	+25.7
Restaurants per 10,000 residents (lower = more room)	7.3	83	25%	+20.8
Population (ACS)	21,900	83	20%	+16.6
Median household income (ACS)	56,471	24	20%	+4.8

Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 48 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	0	42	50%	+20.9
10-year restaurant growth	33.3	73	30%	+22.0
20-year restaurant growth	0	28	20%	+5.6

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 (46)

By cuisine

American 7 · Coffee 5 · Pizza 4 · Bakery 3 · Burgers 3 · Seafood 3 · Cajun, Creole, Southern 2 · Caribbean 2 · Chicken / wings 2 · Dessert 2 · Italian 2 · Sandwiches 2 · BBQ 1 · Chinese 1 · Ice cream / frozen desserts 1 · Japanese 1 · Juice / smoothies 1 · Latin American (other) 1 · Mediterranean 1 · Mexican 1 · Steakhouse 1 · Tea / bubble tea 1

By type

Restaurant (service type not stated) 30 · Bar 8 · Café 4 · Casual dining 4 · Quick service 4 · Bakery 3 · Dessert 3 · Coffee shop 2 · Juice, smoothie, tea 2 · Brewery / taproom 1 · Catering 1 · Delivery-focused 1 · Food truck 1 · Winery / distillery / taproom 1

Name	Type	Cuisine	Address	Status
Bacalls Cafe	Casual dining · Restaurant (service type not stated) · Café · Bar	Coffee	6118 Hamilton Ave	open
Big Chill	Bar		5912 Hamilton Ave	open
Brink Brewing Company	Brewery / taproom · Bar		5905 Hamilton Ave	open
Burnet Ridge Inc	Winery / distillery / taproom · Bar			open
CC'S Sweets and Royal Treats	Bakery · Dessert	Bakery · Dessert	1443 Aster Pl	open
Chef Kings	Restaurant (service type not stated)		5841 Hamilton Ave	open
Chung Ching Restaurant	Restaurant (service type not stated)	Chinese	5842 Hamilton Ave	open
College Hill LaRosa's Pizzeria	Restaurant (service type not stated)	Pizza	5830 Hamilton Avenue	open
College Hill Cakery	Bakery · Dessert	Bakery · Dessert	1560 Marlowe Ave	open
College Hill Coffee Co. and Casual Gourmet	Coffee shop · Restaurant (service type not stated) · Café	Coffee	6128 Hamilton Ave	open
College Station Bar & Grill	Casual dining · Bar		1579 Goodman Ave	open
Cosie Bistro and Deli	Restaurant (service type not stated)	American · Sandwiches	911 W North Bend Rd	open
Dunkin'	Coffee shop	Coffee	6825 Hamilton Ave	open
El Camino Baking Company	Bakery · Café	Bakery · Coffee	5915 Hamilton Ave	open
Folks-N-Motion	Food truck · Restaurant (service type not stated) · Catering		6750 Hamilton Ave	open
Free Parking: Bar \| Board Games \| Bites	Bar		6200 Hamilton Ave	open
Fricker's Fricker's Restaurants	Bar · Casual dining		1580 Goodman Ave	open
Gold Star Chili Gold Star	Restaurant (service type not stated)	American	6531 Winton Rd	open
Goodies Barbecue Restaurant	Restaurant (service type not stated)		5841 Hamilton Ave	open
Happy's Pizza The Official Happy's Pizza	Restaurant (service type not stated) · Delivery-focused	Pizza	1064 W North Bend Rd	open
Hook Fish & Chicken	Restaurant (service type not stated)	Chicken / wings · Seafood	5800 Hamilton Ave	open
Island Frydays	Restaurant (service type not stated)	Caribbean · Seafood	5835 Hamilton Ave	open
Kiki College Hill	Restaurant (service type not stated)	Japanese	5932 Hamilton Ave	open
LaRosa's Pizza LaRosa's Pizzeria	Restaurant (service type not stated)	Pizza · Italian	5830 Hamilton Ave	open
Lauren Enterprises	Restaurant (service type not stated)		6110 Hamilton Ave Ste 1	open
Linda’s Kitchen	Restaurant (service type not stated)	Cajun, Creole, Southern	5841 Hamilton Ave	open
Marty's Hops & Vines	Casual dining · Bar		6110 Hamilton Ave	open
Mashed Roots Llc	Restaurant (service type not stated)		5903 Hamilton Ave	open
Mashed Roots Mofongo Bar	Restaurant (service type not stated)	Caribbean	5903 Hamilton Ave	open
McDonald's McDonald's	Quick service	Burgers · American	919 W North Bend Rd	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	6840 Hamilton Ave	open
Mikes Fish & Chicken Northbend RD ( Finney Town )	Restaurant (service type not stated)	Seafood · Chicken / wings · American	936 W North Bend Rd	open
North Bend Enterprise Llc	Restaurant (service type not stated)		936 W North Bend Rd	open
On Fire Grill	Restaurant (service type not stated)	Mediterranean	5841 Hamilton Ave	open
Outback Steakhouse Outback Steakhouse	Restaurant (service type not stated)	Steakhouse · American	11700 Princeton Pike	open
ParTEA Diva	Juice, smoothie, tea · Café	Tea / bubble tea · Coffee	1612 Cedar Ave	open
Pizza No 90, Llc	Restaurant (service type not stated)		1064 W North Bend Rd	open
Rasheedah's Cafe	Restaurant (service type not stated)	American · Cajun, Creole, Southern	5922 Hamilton Ave	open
Red Rose Jems Pizzeria	Restaurant (service type not stated)	Pizza · Italian	5915 Hamilton Ave	open
Sleepy Bee Cafe - College Hill	Restaurant (service type not stated)		5920 Hamilton Ave	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	6836 Hamilton Ave	open
SunShine Gingerade	Juice, smoothie, tea	Juice / smoothies · BBQ · American	5922 Hamilton Ave	open
Tortilleria Garcia	Restaurant (service type not stated)	Mexican · Latin American (other)	5917 Hamilton Ave	open
United Dairy Farmers United Dairy Farmers	Dessert	Ice cream / frozen desserts	6813 Hamilton Ave	open
White Castle	Quick service · Restaurant (service type not stated)	Burgers	923 N Bend Rd	open
Basi Inc	Other	Sandwiches	5830 Hamilton Ave	closed

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

Year	All food service	Restaurants	Full-service	Limited-service	Snack & beverage	Bars	Industry codes
1994	19	18	—	—	—	1	SIC1987
1995	16	15	—	—	—	1	SIC1987
1996	19	17	—	—	—	2	SIC1987
1997	22	21	—	—	—	1	SIC1987
1998	21	16	7	9	—	1	NAICS1997
1999	18	13	5	8	—	1	NAICS1997
2000	17	12	5	7	—	1	NAICS1997
2001	18	13	5	7	1	1	NAICS1997
2002	19	13	5	7	1	2	NAICS1997
2003	23	16	5	10	1	2	NAICS2002
2004	20	14	5	8	1	2	NAICS2002
2005	16	12	4	7	1	1	NAICS2002
2006	17	14	4	8	2	1	NAICS2002
2007	17	13	3	9	1	1	NAICS2002
2008	17	13	3	9	1	1	NAICS2007
2009	19	14	3	9	2	1	NAICS2007
2010	19	15	3	10	2	1	NAICS2007
2011	18	14	3	9	2	1	NAICS2007
2012	16	12	4	7	1	1	NAICS2012
2013	17	12	3	8	1	1	NAICS2012
2014	16	12	3	8	1	1	NAICS2012
2015	16	13	3	9	1	1	NAICS2012
2016	15	13	3	9	1	1	NAICS2012
2017	15	13	3	10	—	—	NAICS2017
2018	18	16	4	12	—	—	NAICS2017
2019	19	17	5	12	—	—	NAICS2017
2020	18	16	5	11	—	—	NAICS2017
2021	19	17	6	11	—	—	NAICS2017
2022	19	17	6	10	—	—	NAICS2022
2023	19	16	7	6	3	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45224. 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)

ZCTA	Distance	Restaurants	Year
45232	1.3 mi	6	2023
45223	2.4 mi	25	2023
45239	2.6 mi	35	2023
45216	2.7 mi	10	2023
45217	3.1 mi	11	2023
45231	3.1 mi	53	2023
45220	3.9 mi	21	2023
45229	4.2 mi	11	2023
45225	4.2 mi	9	2023
45237	4.4 mi	12	2023
45215	4.4 mi	42	2023
45218	4.5 mi	3	2017

Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.