BMIE Market 44703
Stark County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 8,070 2020–2024 ACS 5-year estimate ±1,014 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 3,596 2020–2024 ACS 5-year estimate ±385 · 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 | 8,895 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 4,750 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $31,957 2020–2024 ACS 5-year estimate ±3,812 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 34.0 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 | $815 2020–2024 ACS 5-year estimate ±62 · 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 | $81,200 2020–2024 ACS 5-year estimate ±13,354 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 1.1 sq mi Census Gazetteer 2020 |
| Restaurants | 5 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44703 |
| Restaurants per 10,000 residents | 9.0 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 | +0.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | -28.6% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | -50.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 5 (range 3–7) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.0 per year, r² 0.01) · 80% range · confidence Low · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 42 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 42 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 48 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 33 / 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 44703. Projection: linear trend v1, fitted 2013–2023, +0.0 restaurants per year, r² 0.01, 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: 42 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 42.0 | 42 | 40% | +16.8 |
| Restaurant Opportunity Score | 48.2 | 48 | 35% | +16.9 |
| Market Momentum Score | 33.4 | 33 | 25% | +8.4 |
Consumer Market Score: 42 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 8,070 | 68 | 40% | +27.0 |
| Median household income (ACS) | 31,957 | 3 | 40% | +1.1 |
| Households (ACS) | 3,596 | 69 | 20% | +13.9 |
Restaurant Opportunity Score: 48 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 0 | 35 | 35% | +12.3 |
| Restaurants per 10,000 residents (lower = more room) | 6.2 | 87 | 25% | +21.9 |
| Population (ACS) | 8,070 | 68 | 20% | +13.5 |
| Median household income (ACS) | 31,957 | 3 | 20% | +0.6 |
Market Momentum Score: 33 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 0 | 42 | 50% | +20.9 |
| 10-year restaurant growth | 0 | 35 | 30% | +10.5 |
| 20-year restaurant growth | -28.6 | 10 | 20% | +2.0 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (16)
By cuisine
American 5 · Coffee 4 · BBQ 3 · Latin American (other) 2 · Cajun, Creole, Southern 1 · Dessert 1 · Ice cream / frozen desserts 1 · Juice / smoothies 1 · Mexican 1 · Middle Eastern 1 · Pizza 1 · Sandwiches 1 · Steakhouse 1
By type
Restaurant (service type not stated) 13 · Café 4 · Casual dining 2 · Bar 1 · Coffee shop 1 · Dessert 1 · Food truck 1 · Juice, smoothie, tea 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| Aguas Frescas | Juice, smoothie, tea · Restaurant (service type not stated) · Café | Juice / smoothies · Coffee | 1125 12th St NW | open |
| Antojitos La Fe | Restaurant (service type not stated) · Casual dining | Latin American (other) · American | 1139 12th St NW | open |
| Ed's Smokehouse | Restaurant (service type not stated) | BBQ | 1009 McKinley Ave NW | open |
| El Culiacanazo food truck | Restaurant (service type not stated) | 828 12th St NW | open | |
| Granik, Inc | Restaurant (service type not stated) | 1101 12th St NW | open | |
| Kennedy Barbecue | Restaurant (service type not stated) | BBQ · American | 1420 7th St NW | open |
| Ladies Kitchen | Restaurant (service type not stated) | Cajun, Creole, Southern · American | 910 12th St NW | open |
| Levels of Flavor LLC | Restaurant (service type not stated) | 910 12th St NW | open | |
| Off The Walls Kitchen | Restaurant (service type not stated) | BBQ · American | 1204 Auburn Pl NW | open |
| Sparta Steak House & Lounge | Casual dining · Bar | Steakhouse · American | 1101 12th St NW | open |
| tacos el rey | Food truck | Latin American (other) · Mexican | 1003 12th St NW | open |
| Taggarts Ice Cream | Dessert · Café | Ice cream / frozen desserts · Dessert · Coffee | 1401 Fulton Rd NW | open |
| Thatsa Wrapp | Café · Restaurant (service type not stated) | Coffee · Sandwiches | 600 6th St NW | open |
| The Desert Inn | Restaurant (service type not stated) | Middle Eastern | 204 12th St NW | open |
| WALKIE TALKIE ESPRESSO & COFFEE | Coffee shop · Restaurant (service type not stated) · Café | Coffee | 504 15th St NW | open |
| Your Pizza Shop - Canton | Restaurant (service type not stated) | Pizza | 420 12th St NW | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 12 | 10 | — | — | — | 2 | SIC1987 |
| 1995 | 9 | 7 | — | — | — | 2 | SIC1987 |
| 1996 | 9 | 7 | — | — | — | 2 | SIC1987 |
| 1997 | 10 | 7 | — | — | — | 3 | SIC1987 |
| 1998 | 13 | 9 | 5 | 4 | — | 3 | NAICS1997 |
| 1999 | 12 | 8 | 4 | 4 | — | 3 | NAICS1997 |
| 2000 | 11 | 8 | 4 | 3 | 1 | 2 | NAICS1997 |
| 2001 | 11 | 8 | 4 | 3 | 1 | 2 | NAICS1997 |
| 2002 | 9 | 6 | 3 | 2 | 1 | 2 | NAICS1997 |
| 2003 | 10 | 7 | 5 | 2 | — | 2 | NAICS2002 |
| 2004 | 9 | 7 | 4 | 3 | — | 1 | NAICS2002 |
| 2005 | 7 | 6 | 4 | 2 | — | — | NAICS2002 |
| 2006 | 7 | 6 | 4 | 2 | — | — | NAICS2002 |
| 2007 | 8 | 6 | 4 | 2 | — | 1 | NAICS2002 |
| 2008 | 7 | 6 | 4 | 2 | — | — | NAICS2007 |
| 2009 | 8 | 7 | 5 | 2 | — | — | NAICS2007 |
| 2010 | 9 | 8 | 5 | 3 | — | — | NAICS2007 |
| 2011 | 11 | 10 | 5 | 5 | — | — | NAICS2007 |
| 2012 | 9 | 9 | 6 | 3 | — | — | NAICS2012 |
| 2013 | 5 | 5 | 4 | 1 | — | — | NAICS2012 |
| 2014 | 5 | 5 | 4 | 1 | — | — | NAICS2012 |
| 2015 | 3 | 3 | 3 | — | — | — | NAICS2012 |
| 2016 | 6 | 6 | 5 | 1 | — | — | NAICS2012 |
| 2017 | 6 | 6 | 5 | — | — | — | NAICS2017 |
| 2018 | 5 | 5 | 5 | — | — | — | NAICS2017 |
| 2019 | 5 | 5 | 4 | — | — | — | NAICS2017 |
| 2020 | 5 | 5 | 4 | — | — | — | NAICS2017 |
| 2021 | 5 | 5 | 4 | — | — | — | NAICS2017 |
| 2022 | 5 | 5 | 4 | — | — | — | NAICS2022 |
| 2023 | 5 | 5 | 4 | — | — | — | NAICS2022 |