BMIE Market 44028
Lorain County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 9,671 2020–2024 ACS 5-year estimate ±417 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 3,983 2020–2024 ACS 5-year estimate ±287 · 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 | 8,467 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 3,234 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $87,595 2020–2024 ACS 5-year estimate ±12,197 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 46.4 2020–2024 ACS 5-year estimate ±4 · 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 | $1,264 2020–2024 ACS 5-year estimate ±656 · 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 | $331,700 2020–2024 ACS 5-year estimate ±21,937 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 33.6 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 44028 |
| Restaurants per 10,000 residents | 7.1 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +0.0% DERIVED: 2017 → 2022, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | -25.0% DERIVED: 2012 → 2022, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | -40.0% DERIVED: 2002 → 2022, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +0.0% DERIVED: 1994 → 2022, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2027 | 3 (range 2–5) FORECAST · linear trend v1 fitted to 2012–2022 (11 points, 0.0 per year, r² 0.02) · 80% range · confidence Low · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 55 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 71 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 57 / 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 44028. Projection: linear trend v1, fitted 2012–2022, 0.0 restaurants per year, r² 0.02, 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: 55 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 70.7 | 71 | 40% | +28.3 |
| Restaurant Opportunity Score | 56.6 | 57 | 35% | +19.8 |
| Market Momentum Score | 25.8 | 26 | 25% | +6.5 |
Consumer Market Score: 71 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 9,671 | 70 | 40% | +28.1 |
| Median household income (ACS) | 87,595 | 71 | 40% | +28.3 |
| Households (ACS) | 3,983 | 71 | 20% | +14.2 |
Restaurant Opportunity Score: 57 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | -25 | 12 | 35% | +4.1 |
| Restaurants per 10,000 residents (lower = more room) | 3.1 | 97 | 25% | +24.3 |
| Population (ACS) | 9,671 | 70 | 20% | +14.1 |
| Median household income (ACS) | 87,595 | 71 | 20% | +14.2 |
Market Momentum Score: 26 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 0 | 42 | 50% | +20.9 |
| 10-year restaurant growth | -25 | 12 | 30% | +3.5 |
| 20-year restaurant growth | -40 | 7 | 20% | +1.5 |
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
Dessert 3 · American 2 · Pizza 2 · Sandwiches 2 · Coffee 1 · Italian 1
By type
Restaurant (service type not stated) 8 · Bar 5 · Casual dining 3 · Dessert 3 · Other 2 · Bakery 1 · Café 1 · Specialty food shop 1 · Quick service 1 · Winery / distillery / taproom 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| Barbarino's Restaurant | Bar | Italian · Pizza | 23871 Sprague Rd | open |
| Barbarinos Lounge | Restaurant (service type not stated) | 23871 Sprague Rd | open | |
| Becker's Donuts and Bakery | Bakery · Restaurant (service type not stated) · Dessert | Dessert | 24523 Sprague Rd | open |
| Bootleggers Grille | Casual dining · Restaurant (service type not stated) · Bar | American | 34550 Royalton Rd | open |
| Columbia Beverage & Deli | Specialty food shop · Quick service | Sandwiches | 25011 Royalton Rd | open |
| Everything Brittle LLC | Dessert · Restaurant (service type not stated) | Dessert | 26339 Cobblestone Trail | open |
| Four Keys Restaurant | Casual dining · Restaurant (service type not stated) | American | 34501 Royalton Rd | open |
| Jokers Pub and Grub - Columbia Station, OH | Restaurant (service type not stated) · Bar · Casual dining | 24517 Sprague Rd | open | |
| Joys Pizzeria And Grill | Restaurant (service type not stated) | Pizza | 26608 Royalton Rd | open |
| La Famiglia Winery La Famiglia Ristorante | Winery / distillery / taproom | 26095 Nichols Rd | open | |
| Ruggles Ice Cream | Dessert | Dessert | 25093 Sprague Rd | open |
| Stable Side | Restaurant (service type not stated) · Other | 26897 Frederick Ave | open | |
| The Snake Pit | Bar | 11700 Station Rd | open | |
| Tops Sandwich Shoppe | Other | Sandwiches | 26757 Royalton Rd | open |
| Westside Columbia Cafe | Café | Coffee | 24517 Sprague Rd | open |
| Wonder Bar | Bar | 25053 Saddlehorn Cir | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 6 | 3 | — | — | — | 3 | SIC1987 |
| 1995 | 7 | 3 | — | — | — | 4 | SIC1987 |
| 1996 | 6 | 5 | — | — | — | 1 | SIC1987 |
| 1997 | 9 | 6 | — | — | — | 3 | SIC1987 |
| 1998 | 10 | 5 | 3 | 2 | — | 3 | NAICS1997 |
| 1999 | 8 | 4 | 3 | 1 | — | 1 | NAICS1997 |
| 2000 | 6 | 4 | 2 | 2 | — | — | NAICS1997 |
| 2001 | 9 | 6 | 3 | 3 | — | 1 | NAICS1997 |
| 2002 | 8 | 5 | 2 | 3 | — | 2 | NAICS1997 |
| 2003 | 8 | 6 | 3 | 3 | — | 1 | NAICS2002 |
| 2004 | 7 | 5 | 2 | 3 | — | 2 | NAICS2002 |
| 2005 | 7 | 5 | 2 | 3 | — | 2 | NAICS2002 |
| 2006 | 6 | 4 | 3 | 1 | — | 2 | NAICS2002 |
| 2007 | 6 | 4 | 3 | 1 | — | 2 | NAICS2002 |
| 2008 | 6 | 5 | 4 | 1 | — | 1 | NAICS2007 |
| 2009 | 6 | 5 | 3 | 1 | 1 | 1 | NAICS2007 |
| 2010 | 7 | 6 | 4 | 1 | 1 | 1 | NAICS2007 |
| 2011 | 6 | 5 | 3 | 1 | 1 | 1 | NAICS2007 |
| 2012 | 6 | 4 | 2 | 1 | 1 | 2 | NAICS2012 |
| 2013 | 4 | 3 | 3 | — | — | 1 | NAICS2012 |
| 2014 | 5 | 2 | 2 | — | — | 1 | NAICS2012 |
| 2015 | 8 | 4 | 4 | — | — | 1 | NAICS2012 |
| 2016 | 7 | 2 | 2 | — | — | 1 | NAICS2012 |
| 2017 | 8 | 3 | 3 | — | — | — | NAICS2017 |
| 2018 | 8 | 3 | 3 | — | — | — | NAICS2017 |
| 2019 | 9 | 3 | 3 | — | — | — | NAICS2017 |
| 2020 | 9 | 3 | 3 | — | — | — | NAICS2017 |
| 2021 | 5 | 3 | 3 | — | — | — | NAICS2017 |
| 2022 | 4 | 3 | 3 | — | — | — | NAICS2022 |
| 2023 | 4 | — | — | — | — | — | NAICS2022 |