BMIE Market 44506
Mahoning County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 2,096 2020–2024 ACS 5-year estimate ±373 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 1,142 2020–2024 ACS 5-year estimate ±232 · 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 | 2,707 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 1,374 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $21,018 2020–2024 ACS 5-year estimate ±4,931 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 42.2 2020–2024 ACS 5-year estimate ±7 · 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 | $701 2020–2024 ACS 5-year estimate ±147 · 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 | $23,000 2020–2024 ACS 5-year estimate ±4,580 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 1.8 sq mi Census Gazetteer 2020 |
| Restaurants | Not published for this ZIP 2016 · U.S. Census Bureau, ZIP Code Business Patterns 2016 detail (NAICS2012) · by USPS ZIP 44506 |
| Restaurants per 10,000 residents | Not yet derived |
| Restaurant growth, 5-year | +100.0% DERIVED: 1996 → 2001, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2006 | 3 (range 2–4) FORECAST · linear trend v1 fitted to 1994–2001 (8 points, +0.1 per year, r² 0.57) · 80% range · confidence Medium · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 35 / 100 MODELED · bmie_market_score v1 · confidence Medium · why? |
| Consumer Market Score | 29 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 43 / 100 MODELED · restaurant_opportunity_score v1 · confidence Medium · 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 44506. Projection: linear trend v1, fitted 1994–2001, +0.1 restaurants per year, r² 0.57, 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: 35 (Medium confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 28.9 | 29 | 40% | +15.4 |
| Restaurant Opportunity Score | 42.7 | 43 | 35% | +19.9 |
Consumer Market Score: 29 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 2,096 | 46 | 40% | +18.2 |
| Median household income (ACS) | 21,018 | 1 | 40% | +0.3 |
| Households (ACS) | 1,142 | 52 | 20% | +10.4 |
Restaurant Opportunity Score: 43 (Medium confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Restaurants per 10,000 residents (lower = more room) | 9.5 | 74 | 25% | +28.4 |
| Population (ACS) | 2,096 | 46 | 20% | +14.0 |
| Median household income (ACS) | 21,018 | 1 | 20% | +0.2 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (6)
By cuisine
American 2 · Cajun, Creole, Southern 1 · Caribbean 1 · Pizza 1
By type
Restaurant (service type not stated) 4 · Bar 3 · Casual dining 2 · Quick service 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| Albert Street Grill | Casual dining · Restaurant (service type not stated) · Bar | American | 324 Fruit St | open |
| In The Truck Eatery | Restaurant (service type not stated) · Quick service | 1733 Himrod Ave | open | |
| Johanzel Pizza | Restaurant (service type not stated) | Caribbean · Pizza | 1378 Grandview Ave | open |
| The Royal Oaks | Casual dining · Bar | 924 Oak St | open | |
| The Swamp | Bar | open | ||
| The Take Out | Restaurant (service type not stated) | Cajun, Creole, Southern · American | 1852 Oak St | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 2 | 1 | — | — | — | 1 | SIC1987 |
| 1995 | 2 | 1 | — | — | — | 1 | SIC1987 |
| 1996 | 3 | 1 | — | — | — | 2 | SIC1987 |
| 1997 | 4 | 1 | — | — | — | 3 | SIC1987 |
| 1998 | 4 | 1 | — | 1 | — | 3 | NAICS1997 |
| 1999 | 2 | 1 | — | 1 | — | 1 | NAICS1997 |
| 2000 | 3 | 2 | 1 | 1 | — | 1 | NAICS1997 |
| 2001 | 3 | 2 | 1 | 1 | — | 1 | NAICS1997 |
| 2002 | 1 | — | — | — | — | 1 | NAICS1997 |
| 2003 | 1 | — | — | — | — | 1 | NAICS2002 |
| 2004 | 1 | — | — | — | — | 1 | NAICS2002 |
| 2005 | 1 | — | — | — | — | 1 | NAICS2002 |
| 2006 | 1 | — | — | — | — | 1 | NAICS2002 |
| 2007 | 1 | — | — | — | — | 1 | NAICS2002 |
| 2008 | 1 | — | — | — | — | 1 | NAICS2007 |
| 2009 | 1 | — | — | — | — | 1 | NAICS2007 |
| 2010 | 1 | — | — | — | — | 1 | NAICS2007 |
| 2011 | 1 | — | — | — | — | 1 | NAICS2007 |
| 2012 | 1 | — | — | — | — | 1 | NAICS2012 |
| 2013 | 1 | — | — | — | — | 1 | NAICS2012 |
| 2014 | 1 | — | — | — | — | 1 | NAICS2012 |
| 2015 | 1 | — | — | — | — | 1 | NAICS2012 |
| 2016 | 1 | — | — | — | — | 1 | NAICS2012 |