BMIE Market 44272

Portage County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	6,048 2020–2024 ACS 5-year estimate ±740 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	2,315 2020–2024 ACS 5-year estimate ±228 · 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	5,208 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	2,030 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$83,173 2020–2024 ACS 5-year estimate ±17,000 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	36.6 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	$1,079 2020–2024 ACS 5-year estimate ±75 · 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	$261,300 2020–2024 ACS 5-year estimate ±26,896 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	24.3 sq mi Census Gazetteer 2020
Restaurants	8 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44272
Restaurants per 10,000 residents	11.5 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	-33.3% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-11.1% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+100.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+14.3% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	8 (range 5–11) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.1 per year, r² 0.06) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	49 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	64 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	47 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	26 / 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 44272. Projection: linear trend v1, fitted 2013–2023, -0.1 restaurants per year, r² 0.06, confidence Low.

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: 49 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	64.4	64	40%	+25.8
Restaurant Opportunity Score	46.9	47	35%	+16.4
Market Momentum Score	25.9	26	25%	+6.5

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

Consumer Market Score: 64 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	6,048	63	40%	+25.4
Median household income (ACS)	83,173	66	40%	+26.4
Households (ACS)	2,315	63	20%	+12.7

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

Restaurant Opportunity Score: 47 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-11.1	18	35%	+6.2
Restaurants per 10,000 residents (lower = more room)	13.2	59	25%	+14.9
Population (ACS)	6,048	63	20%	+12.7
Median household income (ACS)	83,173	66	20%	+13.2

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

Market Momentum Score: 26 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	-33.3	8	50%	+4.1
10-year restaurant growth	-11.1	18	30%	+5.3
20-year restaurant growth	100	82	20%	+16.5

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 (21)

By cuisine

Pizza 7 · Italian 4 · American 2 · Coffee 2 · Dessert 2 · Juice / smoothies 2 · Sandwiches 2 · Asian 1 · Bakery 1 · Cajun, Creole, Southern 1 · Chinese 1 · Ice cream / frozen desserts 1

By type

Restaurant (service type not stated) 11 · Bar 3 · Dessert 3 · Bakery 2 · Café 2 · Coffee shop 2 · Juice, smoothie, tea 2 · Quick service 2 · Other 1

Name	Type	Cuisine	Address	Status
Angelo's Pizzeria	Restaurant (service type not stated)	Pizza	4169 Tallmadge Rd	open
Barrel Run Crossing Winery	Bar		3242-3300 County Highway 47	open
Caporaletti's Pizza	Restaurant (service type not stated)	Pizza · Italian	4260 State Route 44	open
China Dragon	Restaurant (service type not stated)	Chinese · Asian	4143 Tallmadge Rd	open
Choose Business	Café		4209 St, OH-44	open
Cracker Barrel Cracker Barrel Old Country Store	Restaurant (service type not stated)	Cajun, Creole, Southern · American	4367 SR 44 I-76 & SR 44	open
Dairy Queen Grill & Chill Dairy Queen	Quick service · Dessert	Ice cream / frozen desserts · American	4009 OH-14	open
Dough Luxe Sweets	Dessert · Bakery	Dessert · Bakery	4347 Rootstown Rd	open
Dunkin' Dunkin'	Bakery · Juice, smoothie, tea · Dessert · Coffee shop	Dessert · Juice / smoothies · Coffee	4099 State Route 44	open
Dusty Armadillo	Bar		3147 OH 44	open
East of Chicago Pizza	Restaurant (service type not stated)	Pizza	4155 Tallmadge Rd	open
Erie Island Coffee Co.	Café · Juice, smoothie, tea · Coffee shop	Coffee · Juice / smoothies	4209 State Route 44	open
Gionino's Pizzeria Gionino's Pizzeria Huffman	Restaurant (service type not stated)	Pizza · Italian	6982 Tallmadge Rd	open
New Milford Cafe	Bar		4927 Greenwood Rd	open
Philadelphia Properties, Inc	Restaurant (service type not stated)		4009 State Route 14	open
Romeo's Pizza	Restaurant (service type not stated)	Pizza	4071 State Route 44	open
Romeo's Pizza Romeo's Pizza	Restaurant (service type not stated)	Pizza · Italian	4071 OH-44	open
Smith-spilios Inc	Restaurant (service type not stated)		6982 Tallmadge Rd	open
SUBWAY	Other	Sandwiches	4307 State Route 44	open
Subway Subway	Quick service	Sandwiches	4071 State Route 44	open
Two Bro's Pizza & Gourmet Pasta	Restaurant (service type not stated)	Italian · Pizza	4139 Tallmadge Rd	open

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	8	7	—	—	—	1	SIC1987
1995	8	7	—	—	—	1	SIC1987
1996	7	6	—	—	—	1	SIC1987
1997	9	8	—	—	—	1	SIC1987
1998	9	8	2	4	2	1	NAICS1997
1999	9	8	3	3	2	1	NAICS1997
2000	10	9	4	4	1	1	NAICS1997
2001	8	7	3	4	—	1	NAICS1997
2002	9	6	2	4	—	3	NAICS1997
2003	8	4	2	2	—	4	NAICS2002
2004	7	4	1	3	—	3	NAICS2002
2005	8	4	1	3	—	4	NAICS2002
2006	9	5	1	4	—	4	NAICS2002
2007	11	7	3	4	—	4	NAICS2002
2008	8	5	1	4	—	3	NAICS2007
2009	7	5	1	4	—	2	NAICS2007
2010	8	6	1	5	—	2	NAICS2007
2011	7	5	1	4	—	2	NAICS2007
2012	8	7	2	5	—	1	NAICS2012
2013	10	9	2	6	1	1	NAICS2012
2014	10	8	3	5	—	2	NAICS2012
2015	10	8	3	5	—	2	NAICS2012
2016	11	9	3	6	—	2	NAICS2012
2017	12	10	3	6	—	—	NAICS2017
2018	14	12	4	6	—	—	NAICS2017
2019	11	7	—	4	—	—	NAICS2017
2020	11	9	3	5	—	—	NAICS2017
2021	11	8	—	5	—	—	NAICS2017
2022	10	7	—	4	—	—	NAICS2022
2023	11	8	—	5	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44272. 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
44201	4.2 mi	3	2020

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