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BMIE Market 16023

Butler County, Pennsylvania · ZCTA boundaries as of 2020

Profile

Population (current estimate)4,082
2020–2024 ACS 5-year estimate ±582 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,648
2020–2024 ACS 5-year estimate ±188 · 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 count4,169
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,923
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$86,042
2020–2024 ACS 5-year estimate ±30,770 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age54.1
2020–2024 ACS 5-year estimate ±5 · 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$1,104
2020–2024 ACS 5-year estimate ±243 · 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$255,600
2020–2024 ACS 5-year estimate ±39,088 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area26.1 sq mi
Census Gazetteer 2020
Restaurants3
2021 · U.S. Census Bureau, ZIP Code Business Patterns 2021 detail (NAICS2017) · by USPS ZIP 16023
Restaurants per 10,000 residents9.6
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+0.0%
DERIVED: 2016 → 2021, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year-25.0%
DERIVED: 2011 → 2021, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+50.0%
DERIVED: 2001 → 2021, ZIP Code Business Patterns restaurants
Projected restaurants, 20262 (range 0–3)
FORECAST · linear trend v1 fitted to 2010–2021 (11 points, -0.2 per year, r² 0.40) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score52 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score62 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score50 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score37 / 100
MODELED · market_momentum_score v1 · confidence High · why?

Map

Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.

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: 52 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score62.16240%+24.8
Restaurant Opportunity Score50.15035%+17.5
Market Momentum Score37.33725%+9.3
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 62 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)4,0825740%+22.9
Median household income (ACS)86,0426940%+27.7
Households (ACS)1,6485820%+11.6
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 50 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth-251235%+4.1
Restaurants per 10,000 residents (lower = more room)7.48325%+20.7
Population (ACS)4,0825720%+11.4
Median household income (ACS)86,0426920%+13.8
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 37 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth04250%+20.9
10-year restaurant growth-251230%+3.5
20-year restaurant growth506520%+13.0
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 (8)

By cuisine

Pizza 2 · American 1 · Bakery 1 · Dessert 1 · Sandwiches 1

By type

Bar 3 · Restaurant (service type not stated) 3 · Casual dining 2 · Bakery 1 · Dessert 1 · Winery / distillery / taproom 1

NameTypeCuisineAddressStatus
American Legion Post 683Bar754 N Pike Rdopen
Farmhouse FanciesBakeryBakery622 N Pike Rdopen
Mel’s PlaceRestaurant (service type not stated)Pizza702 N Pike Rdopen
Sweet Tooth Candy ShoppeDessertDessert135 Gerner Rdopen
T-BarCasual dining · Bar1321 Herman Rdopen
The Eatery & MoreRestaurant (service type not stated)Pizza · Sandwiches622 N Pike Rdopen
The Field House RestaurantRestaurant (service type not stated) · Casual dining · BarAmerican911 N Pike Rdopen
Winfield WineryWinery / distillery / taproom1026 Winfield Rdopen
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

YearAll food serviceRestaurantsFull-serviceLimited-serviceSnack & beverageBarsIndustry codes
1994413SIC1987
199533SIC1987
1996514SIC1987
1997523SIC1987
19984113NAICS1997
19993112NAICS1997
20003112NAICS1997
200142112NAICS1997
200274313NAICS1997
200374313NAICS2002
200463213NAICS2002
20054113NAICS2002
200652113NAICS2002
200743211NAICS2002
200843211NAICS2007
200953211NAICS2007
201064221NAICS2007
201164311NAICS2007
2012763211NAICS2012
2013542111NAICS2012
201443211NAICS2012
201543211NAICS2012
201643211NAICS2012
201743NAICS2017
201843NAICS2017
201953NAICS2017
20203NAICS2017
2021433NAICS2017
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 16023. 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)

ZCTADistanceRestaurantsYear
160554.7 mi142023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.