BMIE Market 15683

Westmoreland County, Pennsylvania · ZCTA boundaries as of 2020

Profile

Population (current estimate)	7,643 2020–2024 ACS 5-year estimate ±585 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	3,579 2020–2024 ACS 5-year estimate ±314 · 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 count	8,248 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	3,805 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$51,913 2020–2024 ACS 5-year estimate ±10,751 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	47.8 2020–2024 ACS 5-year estimate ±6 · 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	$684 2020–2024 ACS 5-year estimate ±97 · 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	$150,400 2020–2024 ACS 5-year estimate ±19,172 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	18.8 sq mi Census Gazetteer 2020
Restaurants	8 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 15683
Restaurants per 10,000 residents	8.5 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	+0.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+0.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+33.3% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	6 (range 4–9) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.2 per year, r² 0.26) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	45 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	48 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	47 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	37 / 100 MODELED · market_momentum_score v1 · confidence High · why?

Map

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

Trends

Historical lines are published counts. Dashed lines are derived: a least-squares trend through the last decade, extended as a FORECAST with its 80% range. Momentum, not a guarantee.

Restaurants by year, with trend and projection

ZIP Code Business Patterns, USPS ZIP 15683. Projection: linear trend v1, fitted 2013–2023, -0.2 restaurants per year, r² 0.26, confidence Low.

Growth index (first year on file = 100)

Each category relative to its own first published count. Full/limited split is unavailable under SIC (before 1998).

Mix of the food-service market

Share of all food-service establishments. "Other" = snack bars, caterers, contractors, mobile.

Population and restaurants per 10,000 residents

Population points: 2010 Census count and ACS 5-year estimates on file (more vintages load over time). Density uses the population point within two years of each restaurant count. Population projection appears once three or more ACS years are loaded.

Restaurant growth vs. Pennsylvania and U.S. averages

Averages are the mean growth across all ZCTAs with the figure (state n = 1,354, U.S. n = 24,852). DERIVED from ZIP Code Business Patterns.

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: 45 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	47.5	48	40%	+19.0
Restaurant Opportunity Score	46.7	47	35%	+16.3
Market Momentum Score	36.9	37	25%	+9.2

Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 48 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	7,643	67	40%	+26.7
Median household income (ACS)	51,913	17	40%	+6.9
Households (ACS)	3,579	69	20%	+13.9

Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 47 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	0	35	35%	+12.3
Restaurants per 10,000 residents (lower = more room)	10.5	70	25%	+17.6
Population (ACS)	7,643	67	20%	+13.4
Median household income (ACS)	51,913	17	20%	+3.5

Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 37 (High confidence)

Component	Rank	Weight	Adds
5-year restaurant growth	42	50%	+20.9
10-year restaurant growth	35	30%	+10.5
20-year restaurant growth	28	20%	+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 (24)

By cuisine

Pizza 5 · Dessert 4 · American 3 · Bakery 3 · Ice cream / frozen desserts 3 · Coffee 2 · Asian 1 · Chinese 1 · Hot dogs 1 · Sandwiches 1 · Tea / bubble tea 1

By type

Restaurant (service type not stated) 13 · Dessert 5 · Bakery 3 · Bar 3 · Casual dining 2 · Café 1 · Coffee shop 1 · Delivery-focused 1 · Juice, smoothie, tea 1 · Winery / distillery / taproom 1

Name	Type	Cuisine	Address	Status
Bad Rabbit Café And Roastery	Café	Coffee	143 Pittsburgh St	open
Cookie Season	Dessert	Dessert	1046 Kingview Rd	open
Cookie Sensations	Bakery · Restaurant (service type not stated) · Dessert	Bakery · Ice cream / frozen desserts	1020 Water St	open
Dairy Haus	Dessert	Ice cream / frozen desserts · Dessert	801 N Broadway St	open
Doughboy's Pizza and Subs Scottdale	Restaurant (service type not stated)	Pizza · Sandwiches	234 Pittsburgh St	open
Fox's Pizza Den Fox's Pizza Den & Arcade	Restaurant (service type not stated)	Pizza · American	145 Pittsburgh St	open
Grace Stone Mansion	Restaurant (service type not stated) · Bar		401 Mulberry St	open
Grain and Grace Sourdough	Bakery	Bakery	210 Onyx St	open
Jj's Pizza Of Scottdale, Llc	Restaurant (service type not stated)		230 Pittsburgh St	open
Mad Pies	Dessert · Restaurant (service type not stated)	Dessert · Pizza	811 Water St	open
Master of the Wok	Restaurant (service type not stated)	Chinese · Asian	214 Pittsburgh St	open
Michael’s 50’s Diner	Restaurant (service type not stated) · Casual dining	American	123 Pittsburgh St	open
Miss Martha's Tea Room & Floral	Juice, smoothie, tea	Tea / bubble tea	165 Pittsburgh St	open
Mo BiTes	Delivery-focused · Restaurant (service type not stated)	Pizza	230 Pittsburgh St	open
Norvelt Pizzeria	Restaurant (service type not stated)	Pizza	811 Water St	open
Own Brook Winery	Winery / distillery / taproom		1884 State Route 981	open
Scottdale Sons Of Italy	Bar		14 Bridge St	open
Scottie Dogs & Cones	Dessert	Ice cream / frozen desserts · Hot dogs · Dessert	220 Pittsburgh St	open
Synergy Springs Soul Center	Restaurant (service type not stated)		700 N Broadway St	open
Tartal's Restaurant	Restaurant (service type not stated)		123 Pittsburgh St	open
The Cookie Cottage	Bakery	Bakery	427 Frick Ave	open
The Table Coffee Shop	Coffee shop	Coffee	217 Pittsburgh St	open
Wise's Restaurant	Restaurant (service type not stated)	American	239 S Broadway St	open
Wish's Bar and Grill	Casual dining · Bar		404 N Broadway St	open

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

Year	All food service	Restaurants	Full-service	Limited-service	Snack & beverage	Bars	Industry codes
1994	9	6	—	—	—	3	SIC1987
1995	7	4	—	—	—	3	SIC1987
1996	12	9	—	—	—	3	SIC1987
1997	11	9	—	—	—	2	SIC1987
1998	14	10	6	2	2	4	NAICS1997
1999	14	10	7	1	2	4	NAICS1997
2000	14	8	7	1	—	4	NAICS1997
2001	10	9	8	1	—	—	NAICS1997
2002	12	10	8	1	1	2	NAICS1997
2003	12	8	6	1	1	3	NAICS2002
2004	11	7	5	1	1	3	NAICS2002
2005	6	5	3	1	1	1	NAICS2002
2006	7	5	3	1	1	1	NAICS2002
2007	10	8	4	3	1	1	NAICS2002
2008	8	6	4	1	1	1	NAICS2007
2009	8	6	4	1	1	1	NAICS2007
2010	9	7	5	1	1	1	NAICS2007
2011	10	8	6	1	1	1	NAICS2007
2012	10	8	5	2	1	1	NAICS2012
2013	10	8	5	2	1	1	NAICS2012
2014	12	9	6	2	1	2	NAICS2012
2015	14	11	6	4	1	2	NAICS2012
2016	13	10	6	3	1	2	NAICS2012
2017	12	9	6	—	—	—	NAICS2017
2018	11	8	5	—	—	—	NAICS2017
2019	10	7	4	—	—	—	NAICS2017
2020	9	8	4	—	—	—	NAICS2017
2021	11	8	3	—	3	—	NAICS2017
2022	10	8	3	3	—	—	NAICS2022
2023	11	8	3	3	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 15683. 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)

ZCTA	Distance	Restaurants	Year
15631	1.7 mi	1	1998
15612	2.2 mi	—
15428	4.2 mi	1	2004
15688	4.7 mi	1	2003

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