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BMIE Market 16045

Butler County, Pennsylvania · ZCTA boundaries as of 2020

Profile

Population (current estimate)1,136
2020–2024 ACS 5-year estimate ±368 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households478
2020–2024 ACS 5-year estimate ±120 · 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 count1,195
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units626
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$72,600
2020–2024 ACS 5-year estimate ±24,191 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age42.3
2020–2024 ACS 5-year estimate ±12 · 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$1,015
2020–2024 ACS 5-year estimate ±138 · 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$132,400
2020–2024 ACS 5-year estimate ±34,113 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area0.6 sq mi
Census Gazetteer 2020
Restaurants1
2016 · U.S. Census Bureau, ZIP Code Business Patterns 2016 detail (NAICS2012) · by USPS ZIP 16045
Restaurants per 10,000 residents16.7
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-50.0%
DERIVED: 2011 → 2016, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+0.0%
DERIVED: 2004 → 2014, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year-75.0%
DERIVED: 1996 → 2016, ZIP Code Business Patterns restaurants
Projected restaurants, 20210 (range 0–2)
FORECAST · linear trend v1 fitted to 2004–2016 (11 points, 0.0 per year, r² 0.05) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score37 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score41 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score49 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score13 / 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: 37 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score41.34140%+16.5
Restaurant Opportunity Score48.64935%+17.0
Market Momentum Score12.61325%+3.1
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 41 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)1,1363440%+13.7
Median household income (ACS)72,6005140%+20.5
Households (ACS)4783620%+7.2
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 49 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth03535%+12.3
Restaurants per 10,000 residents (lower = more room)8.87725%+19.2
Population (ACS)1,1363420%+6.9
Median household income (ACS)72,6005120%+10.2
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 13 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-50450%+2.0
10-year restaurant growth03530%+10.5
20-year restaurant growth-75020%+0.1
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 (7)

By cuisine

Bakery 2 · Coffee 1 · Pizza 1

By type

Bar 3 · Bakery 2 · Restaurant (service type not stated) 2 · Café 1 · Casual dining 1 · Delivery-focused 1

NameTypeCuisineAddressStatus
Beer ZoneBar500 Hansen Aveopen
Bobby D’s PizzeriaRestaurant (service type not stated) · Delivery-focusedPizza138 Whitestown Rdopen
Crossbow LoungeBar · Casual diningopen
Lyndora BakeryBakeryBakery8 Chesapeake Stopen
Lyndora HotelBar1 Main Stopen
Speedy CaféRestaurant (service type not stated)400 Hansen Aveopen
Tanner's Bakehouse at Lyndora National Baking CO LLCBakery · CaféBakery · Coffee8 Chesapeake Stopen
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
1994532SIC1987
1995642SIC1987
1996642SIC1987
1997642SIC1987
199874312NAICS1997
199985412NAICS1997
200074312NAICS1997
200174312NAICS1997
20025113NAICS1997
20034112NAICS2002
20045113NAICS2002
200543NAICS2002
200643NAICS2002
20075113NAICS2002
200852112NAICS2007
200952112NAICS2007
201052112NAICS2007
201142111NAICS2007
201242111NAICS2012
20133111NAICS2012
20143111NAICS2012
20153111NAICS2012
2016211NAICS2012
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 16045. 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
160024.1 mi142023
160294.1 mi21999
160014.2 mi842023
160534.5 mi42023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.