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BMIE Market 16102

Lawrence County, Pennsylvania · ZCTA boundaries as of 2020

Profile

Population (current estimate)4,929
2020–2024 ACS 5-year estimate ±504 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households2,040
2020–2024 ACS 5-year estimate ±207 · 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 count5,755
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units2,564
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$56,053
2020–2024 ACS 5-year estimate ±6,310 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age43.9
2020–2024 ACS 5-year estimate ±3 · 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$1,006
2020–2024 ACS 5-year estimate ±214 · 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$104,900
2020–2024 ACS 5-year estimate ±16,229 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area24.3 sq mi
Census Gazetteer 2020
RestaurantsNot published for this ZIP
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 16102
Restaurants per 10,000 residents3.5
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-50.0%
DERIVED: 2006 → 2016, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+0.0%
DERIVED: 1996 → 2016, ZIP Code Business Patterns restaurants
Projected restaurants, 20210 (range 0–1)
FORECAST · linear trend v1 fitted to 2006–2016 (11 points, -0.3 per year, r² 0.59) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score36 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score46 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score43 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score9 / 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: 36 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score45.54640%+18.2
Restaurant Opportunity Score43.04335%+15.1
Market Momentum Score8.9925%+2.2
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 46 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)4,9296040%+24.1
Median household income (ACS)56,0532340%+9.2
Households (ACS)2,0406120%+12.3
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 43 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth-50535%+1.6
Restaurants per 10,000 residents (lower = more room)2.09925%+24.8
Population (ACS)4,9296020%+12.0
Median household income (ACS)56,0532320%+4.6
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 9 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-50450%+2.0
10-year restaurant growth-50530%+1.4
20-year restaurant growth02820%+5.6
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 (6)

By cuisine

Bakery 1 · Italian 1 · Pizza 1 · Sandwiches 1

By type

Bar 3 · Restaurant (service type not stated) 2 · Bakery 1 · Other 1

NameTypeCuisineAddressStatus
Bill's Bake ShopBakeryBakery228 N Liberty Stopen
Mangino's PizzeriaRestaurant (service type not stated)Italian · Pizza106 N Liberty Stopen
Pub The Pub Lusk WYBar203 N Liberty Stopen
Slovak ClubBar1802 S Jefferson Stopen
St Marguerites Club MahoningtownBar27 N Liberty Stopen
SubwayRestaurant (service type not stated) · OtherSandwiches1001 Mt. Jacksonopen
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
199522————SIC1987
199621———1SIC1987
199721———1SIC1987
199821—1—1NAICS1997
199942—112NAICS1997
200064—312NAICS1997
200164—312NAICS1997
200232—2—1NAICS1997
20037633—1NAICS2002
20045431—1NAICS2002
20055413—1NAICS2002
20063211—1NAICS2002
20075431—1NAICS2002
20085431—1NAICS2007
20093211—1NAICS2007
20104211—2NAICS2007
20114211—2NAICS2007
201231—1—2NAICS2012
201331—1—2NAICS2012
201431—1—2NAICS2012
201531—1—2NAICS2012
201621—1—1NAICS2012
20203—————NAICS2017
20213—————NAICS2017
20223—————NAICS2022
20233—————NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 16102. 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
161603.6 mi12010
161124.3 mi32023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.