BMIE Market 44438
Trumbull County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 4,950 2020–2024 ACS 5-year estimate ±546 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 2,319 2020–2024 ACS 5-year estimate ±303 · 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 | 4,751 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 2,263 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $40,877 2020–2024 ACS 5-year estimate ±9,442 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 42.3 2020–2024 ACS 5-year estimate ±9 · 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 | $770 2020–2024 ACS 5-year estimate ±68 · 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 | $82,400 2020–2024 ACS 5-year estimate ±14,841 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 9.4 sq mi Census Gazetteer 2020 |
| Restaurants | Not published for this ZIP 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44438 |
| Restaurants per 10,000 residents | 6.3 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +50.0% DERIVED: 2013 → 2018, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +50.0% DERIVED: 2008 → 2018, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | -66.7% DERIVED: 1998 → 2018, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2023 | 2 (range 0–5) FORECAST · linear trend v1 fitted to 2007–2018 (11 points, -0.1 per year, r² 0.08) · 80% range · confidence Low · 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 | 39 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 64 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 70 / 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 44438. Projection: linear trend v1, fitted 2007–2018, -0.1 restaurants per year, r² 0.08, 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: 56 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 39.4 | 39 | 40% | +15.8 |
| Restaurant Opportunity Score | 64.1 | 64 | 35% | +22.4 |
| Market Momentum Score | 70.0 | 70 | 25% | +17.5 |
Consumer Market Score: 39 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 4,950 | 60 | 40% | +24.1 |
| Median household income (ACS) | 40,877 | 7 | 40% | +2.6 |
| Households (ACS) | 2,319 | 63 | 20% | +12.7 |
Restaurant Opportunity Score: 64 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 50 | 82 | 35% | +28.8 |
| Restaurants per 10,000 residents (lower = more room) | 6.1 | 88 | 25% | +22.0 |
| Population (ACS) | 4,950 | 60 | 20% | +12.1 |
| Median household income (ACS) | 40,877 | 7 | 20% | +1.3 |
Market Momentum Score: 70 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 50 | 90 | 50% | +45.1 |
| 10-year restaurant growth | 50 | 82 | 30% | +24.7 |
| 20-year restaurant growth | -66.7 | 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 (12)
By cuisine
American 4 · Chicken / wings 1 · Hot dogs 1 · Italian 1 · Pizza 1 · Sandwiches 1
By type
Restaurant (service type not stated) 7 · Bar 6 · Casual dining 3 · Quick service 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| Auntie Anne's Auntie Anne's | Quick service | 800 South Irvine Avenue | open | |
| Basinger & Son Llc | Restaurant (service type not stated) | 802 Standard Ave | open | |
| Coney Island Franks | Restaurant (service type not stated) | Hot dogs · Sandwiches · American | 339 Brookfield Ave | open |
| Hilltop Pizza Shop | Restaurant (service type not stated) | Pizza · American | 8218 Warren - Sharon Rd | open |
| Hollywood Lounge | Bar | 844 Standard Ave | open | |
| Hookah Kings | Bar | 847 Brookfield Ave | open | |
| Hot Shots | Bar · Restaurant (service type not stated) | 1248 Standard Ave | open | |
| Krispy Krunchy Chicken | Restaurant (service type not stated) | Chicken / wings | 926 S Irvine Ave | open |
| Laddie's Sky Club | Restaurant (service type not stated) · Bar | 8189 Warren Sharon Rd | open | |
| R.P. McMurphy's | Casual dining · Bar | American | 1430 Standard Ave | open |
| The Clark Bar | Bar · Casual dining | 790 Brookfield Ave | open | |
| White Rose Spaghetti House | Restaurant (service type not stated) · Casual dining | Italian · American | 802 Standard Ave | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 11 | 5 | — | — | — | 6 | SIC1987 |
| 1995 | 9 | 5 | — | — | — | 4 | SIC1987 |
| 1996 | 9 | 5 | — | — | — | 4 | SIC1987 |
| 1997 | 10 | 7 | — | — | — | 3 | SIC1987 |
| 1998 | 12 | 9 | 5 | 3 | 1 | 3 | NAICS1997 |
| 1999 | 10 | 7 | 4 | 2 | 1 | 3 | NAICS1997 |
| 2000 | 9 | 5 | 4 | 1 | — | 4 | NAICS1997 |
| 2001 | 9 | 6 | 4 | 2 | — | 3 | NAICS1997 |
| 2002 | 7 | 3 | 2 | 1 | — | 4 | NAICS1997 |
| 2003 | 7 | 2 | 1 | 1 | — | 5 | NAICS2002 |
| 2004 | 8 | 2 | 1 | 1 | — | 5 | NAICS2002 |
| 2005 | 10 | 3 | 2 | 1 | — | 6 | NAICS2002 |
| 2006 | 9 | 3 | 2 | 1 | — | 6 | NAICS2002 |
| 2007 | 5 | 2 | 2 | — | — | 3 | NAICS2002 |
| 2008 | 5 | 2 | 2 | — | — | 3 | NAICS2007 |
| 2009 | 6 | 3 | 3 | — | — | 3 | NAICS2007 |
| 2010 | 6 | 3 | 2 | 1 | — | 3 | NAICS2007 |
| 2011 | 5 | 3 | 2 | 1 | — | 2 | NAICS2007 |
| 2012 | 5 | 2 | 2 | — | — | 3 | NAICS2012 |
| 2013 | 4 | 2 | 2 | — | — | 2 | NAICS2012 |
| 2014 | 5 | 2 | 2 | — | — | 2 | NAICS2012 |
| 2015 | 3 | 1 | 1 | — | — | 2 | NAICS2012 |
| 2016 | 3 | 1 | 1 | — | — | 2 | NAICS2012 |
| 2017 | 3 | — | — | — | — | — | NAICS2017 |
| 2018 | 5 | 3 | 3 | — | — | — | NAICS2017 |
| 2019 | 3 | — | — | — | — | — | NAICS2017 |
| 2023 | 3 | — | — | — | — | — | NAICS2022 |