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BMIE Market 16641

Cambria County, Pennsylvania · ZCTA boundaries as of 2020

Profile

Population (current estimate)2,348
2020–2024 ACS 5-year estimate ±201 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households959
2020–2024 ACS 5-year estimate ±73 · 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 count2,598
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,158
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$65,417
2020–2024 ACS 5-year estimate ±8,227 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age42.9
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$679
2020–2024 ACS 5-year estimate ±76 · 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$116,500
2020–2024 ACS 5-year estimate ±11,059 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area12.9 sq mi
Census Gazetteer 2020
Restaurants1
2016 · U.S. Census Bureau, ZIP Code Business Patterns 2016 detail (NAICS2012) · by USPS ZIP 16641
Restaurants per 10,000 residents7.7
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: 2005 → 2015, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year-50.0%
DERIVED: 1996 → 2016, ZIP Code Business Patterns restaurants
Projected restaurants, 20210 (range 0–2)
FORECAST · linear trend v1 fitted to 2005–2016 (11 points, 0.0 per year, r² 0.06) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score40 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score45 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score53 / 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: 40 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score44.64540%+17.9
Restaurant Opportunity Score53.25335%+18.6
Market Momentum Score13.41325%+3.3
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 45 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)2,3484840%+19.1
Median household income (ACS)65,4173940%+15.8
Households (ACS)9594920%+9.8
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 53 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth03535%+12.3
Restaurants per 10,000 residents (lower = more room)4.39425%+23.5
Population (ACS)2,3484820%+9.6
Median household income (ACS)65,4173920%+7.9
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-50420%+0.9
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 (6)

By cuisine

American 2 · Burgers 1 · Chicken / wings 1 · Italian 1 · Pizza 1

By type

Bar 5 · Casual dining 2 · Restaurant (service type not stated) 2

NameTypeCuisineAddressStatus
Iron Horse Bar & GrilleCasual dining · BarAmerican606 Jackson Stopen
Mazz's Pizza PlusRestaurant (service type not stated)Pizza · Italian103 Chestnut Stopen
Midway Cafe Midway CafeBar · Casual diningAmerican · Burgers146 St Thomas Stopen
The Lemon HouseBar100 Federal Pk Rdopen
The Wild Side SaloonBarChicken / wings821 N Main Stopen
The Wine Cellar RestaurantRestaurant (service type not stated) · Bar338 Chestnut 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
199422SIC1987
199522SIC1987
199622SIC1987
199733SIC1987
1998211NAICS1997
19994321NAICS1997
20004321NAICS1997
20013211NAICS1997
20023211NAICS1997
20033211NAICS2002
20044312NAICS2002
2005211NAICS2002
20061NAICS2002
2007211NAICS2002
20083211NAICS2007
20093211NAICS2007
20104211NAICS2007
20114211NAICS2007
201232111NAICS2012
2013111NAICS2012
2014111NAICS2012
2015111NAICS2012
2016111NAICS2012
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 16641. 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
166132.9 mi12014
166303.2 mi112023
159404.0 mi22016
166994.2 mi
166244.4 mi12016
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.