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BMIE Market 16117

Lawrence County, Pennsylvania · ZCTA boundaries as of 2020

Profile

Population (current estimate)15,786
2020–2024 ACS 5-year estimate ±723 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households7,281
2020–2024 ACS 5-year estimate ±353 · 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 count17,185
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units7,914
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$73,045
2020–2024 ACS 5-year estimate ±4,624 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age48.3
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$893
2020–2024 ACS 5-year estimate ±64 · 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$153,600
2020–2024 ACS 5-year estimate ±8,889 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area36.4 sq mi
Census Gazetteer 2020
Restaurants23
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 16117
Restaurants per 10,000 residents15.1
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+0.0%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+9.5%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year-17.9%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+15.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202829 (range 25–33)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.7 per year, r² 0.64) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score57 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score68 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score58 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score40 / 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: 57 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score67.76840%+27.1
Restaurant Opportunity Score58.25835%+20.4
Market Momentum Score39.84025%+10.0
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 68 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)15,7867740%+31.0
Median household income (ACS)73,0455240%+20.7
Households (ACS)7,2818020%+16.0
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 58 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth9.55435%+18.7
Restaurants per 10,000 residents (lower = more room)14.65425%+13.6
Population (ACS)15,7867720%+15.5
Median household income (ACS)73,0455220%+10.4
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 40 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth04250%+20.9
10-year restaurant growth9.55430%+16.1
20-year restaurant growth-17.91420%+2.9
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 (58)

By cuisine

American 11 · Pizza 11 · Dessert 8 · Bakery 6 · Coffee 5 · Italian 5 · Sandwiches 4 · Ice cream / frozen desserts 3 · Asian 2 · Burgers 2 · Chicken / wings 2 · Chinese 2 · Hot dogs 2 · BBQ 1 · Breakfast 1 · Healthy / salads / bowls 1 · Tea / bubble tea 1

By type

Restaurant (service type not stated) 34 · Bar 11 · Dessert 11 · Bakery 7 · Quick service 7 · Casual dining 6 · Café 4 · Coffee shop 3 · Brewery / taproom 2 · Buffet 1 · Catering 1 · Delivery-focused 1 · Fast casual 1 · Specialty food shop 1 · Juice, smoothie, tea 1 · Winery / distillery / taproom 1

NameTypeCuisineAddressStatus
2nd Ward SanctuaryCasual dining · BarAmerican510 Lawrence Aveopen
Albo's CornerBar · Restaurant (service type not stated) · CaféCoffee100 Spring Aveopen
B & B ExpressSpecialty food shop · Quick serviceSandwiches324 Lawrence Aveopen
Barry's Ice CreamDessertIce cream / frozen desserts · Dessert105 Line Aveopen
Big Shot Bob's House of WingsRestaurant (service type not stated)Chicken / wings · American810 2nd Stopen
Big Shot Bob's House of Wings (Ellwood City)Restaurant (service type not stated)Chicken / wings810 2nd Stopen
Bob’s Big Belly Deli & MarketRestaurant (service type not stated)Sandwiches507 Lawrence Aveopen
Breakers PubBar · Casual dining183 Portersville Rdopen
Breaking Bread Co.Bakery · CaféBakery · Coffee · American530 Lawrence Aveopen
Brighton Hot Dog Shoppe Brighton Hot Dog Shoppe- Rochester, Vanport, Moon Twp.Restaurant (service type not stated)Hot dogs · Sandwiches · American620 Lawrence Aveopen
Burger King Burger KingQuick serviceBurgers · American627 Lawrence Aveopen
Candito's Pizzeria & Ice Cream ParlorDessert · Restaurant (service type not stated)Pizza · Ice cream / frozen desserts1025 Old Zelienople Rdopen
Chief's PretzelsBakeryBakery201 Circle Wayopen
China BuffetBuffetChinese · Asian277 PA-288open
ChiveRestaurant (service type not stated) · Fast casualHealthy / salads / bowls422 Lawrence Aveopen
Chris' Wolverine RestaurantRestaurant (service type not stated) · Casual dining · Quick servicePizza · American2265 River Rdopen
Chris' Wolverine, IncRestaurant (service type not stated)2265 River Rdopen
Christy's RestaurantRestaurant (service type not stated)American · Breakfast1665 PA-65open
Crystal's CakeryBakery · DessertBakery · Dessert526 Lawrence Aveopen
Custom Cakes by JodieBakery · DessertBakery · Dessert201 Circle Wayopen
Domino's Domino's PizzaDelivery-focused · Quick servicePizza162 Portersville Rdopen
Dunkin' Dunkin'Coffee shop · Quick service · Dessert · BakeryCoffee · Dessert208 5th Stopen
Ellwood City Candy CoDessert715 Lawrence Aveopen
Ellwood IceDessertDessert504 Lawrence Aveopen
First Street DinerRestaurant (service type not stated)212 1st Stopen
Fitzgibbon MeaderyWinery / distillery / taproom · Restaurant (service type not stated)536 Lawrence Aveopen
FlourGirl DelightsDessertDessert309 Pershing Stopen
Fox's Pizza Den Fox's Pizza Den & ArcadeRestaurant (service type not stated)Pizza · Italian1669 PA-65open
Hog WildBar703 Lawrence Aveopen
Hunter Brothers CoffeeCoffee shop · Restaurant (service type not stated) · CaféCoffee229 Portersville Rdopen
J&T's Drive-in CustardDessertIce cream / frozen desserts1257 Mercer Rdopen
Johnny's PizzaRestaurant (service type not stated)Pizza · Italian609 4th Stopen
Johnny's Pizza ShopRestaurant (service type not stated)Pizza609 FOURTH Stopen
Katy's Homestyle BakeryBakery · Restaurant (service type not stated) · DessertBakery · Dessert429 Lawrence Aveopen
Keystone BarBar210 1st Stopen
Kimmel's BakeryBakery · DessertBakery · Dessert302 Franklin Aveopen
Koehler Brewery PubBrewery / taproom · Bar130 Wampum Aveopen
Lin Taste of ChinaRestaurant (service type not stated)Chinese · Asian427 Lawrence Aveopen
Main Street Sports Bar and GrillCasual dining · Restaurant (service type not stated) · BarAmerican708 Lawrence Aveopen
Mile Nine Enterprises LlcRestaurant (service type not stated)708 Lawrence Aveopen
MyHouse BarBar · Restaurant (service type not stated)403 Lawrence Aveopen
National Grind Coffee & Tea ShopCoffee shop · Juice, smoothie, tea · CaféCoffee · Tea / bubble tea425 Lawrence Aveopen
Nico Luciano's Nico's Pizza PastaRestaurant (service type not stated)Italian · Pizza813 Woodside Aveopen
Oak Grove InnBar · Casual dining289 Portersville Rdopen
Pizza Joe's Pizza Joe'sRestaurant (service type not stated)Pizza · Italian128 Spring Aveopen
Red Hot RestaurantRestaurant (service type not stated)Hot dogs · American219 6th Stopen
Ronaldo's Pizza KingRestaurant (service type not stated)Pizza810 2nd Stopen
Shakespeare's Restaurant & PubRestaurant (service type not stated)American1495 Mercer Rdopen
Smokin' Steer BBQ & CateringCatering · Restaurant (service type not stated)BBQ324 Wampum Aveopen
SubwayQuick service · Restaurant (service type not stated)Sandwiches265 State Rte 288, Rm #1316open
TCM of Ellwood City McDonald'sRestaurant (service type not stated) · Quick serviceBurgers · American15 5th Stopen
The Elder OwlRestaurant (service type not stated)307 5th Stopen
The Shelby BarBar26 Fountain Aveopen
The Time BrewpubBrewery / taproom · Restaurant (service type not stated)600 Mount Vernon Dropen
Venezia PizzeriaRestaurant (service type not stated)Pizza521 Lawrence Aveopen
Vinny's Pizza And Restaurant Vinny's Pizza FoodtruckRestaurant (service type not stated)Pizza · Italian620 Beaver Aveopen
Weisz Hazel ManorCasual dining · Restaurant (service type not stated) · Bar215 North Stopen
Pig Iron BbqBar901 Millview Stclosed
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
199427207SIC1987
199523176SIC1987
199630228SIC1987
199729227SIC1987
1998332381328NAICS1997
1999342481428NAICS1997
20003725914210NAICS1997
20013929101728NAICS1997
20023524714210NAICS1997
20034028817210NAICS2002
2004392891529NAICS2002
2005362691338NAICS2002
2006322391228NAICS2002
20073830151147NAICS2002
20083728151037NAICS2007
20093728161027NAICS2007
20103526131037NAICS2007
20113224111036NAICS2007
2012322491236NAICS2012
2013302110837NAICS2012
201427187837NAICS2012
201526197937NAICS2012
201625208935NAICS2012
20172519895NAICS2017
20182823101034NAICS2017
2019282391134NAICS2017
2020302491235NAICS2017
20213327121235NAICS2017
2022332611135NAICS2022
202330239125NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 16117. 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
161574.2 mi12016
161364.4 mi12016
161234.7 mi12015
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.