BMIE Market 16673

Blair County, Pennsylvania · ZCTA boundaries as of 2020

Profile

Population (current estimate)	5,204 2020–2024 ACS 5-year estimate ±429 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	2,107 2020–2024 ACS 5-year estimate ±191 · 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	5,519 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	2,421 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$70,464 2020–2024 ACS 5-year estimate ±8,284 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	42.4 2020–2024 ACS 5-year estimate ±4 · 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	$817 2020–2024 ACS 5-year estimate ±155 · 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	$159,500 2020–2024 ACS 5-year estimate ±9,409 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	34.4 sq mi Census Gazetteer 2020
Restaurants	12 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 16673
Restaurants per 10,000 residents	10.9 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+33.3% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+140.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+100.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+140.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	16 (range 14–17) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.7 per year, r² 0.91) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	66 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	56 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	63 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	88 / 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 16673. Projection: linear trend v1, fitted 2013–2023, +0.7 restaurants per year, r² 0.91, confidence High.

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: 66 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	55.9	56	40%	+22.3
Restaurant Opportunity Score	62.6	63	35%	+21.9
Market Momentum Score	87.5	88	25%	+21.9

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

Consumer Market Score: 56 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	5,204	61	40%	+24.4
Median household income (ACS)	70,464	48	40%	+19.1
Households (ACS)	2,107	62	20%	+12.3

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

Restaurant Opportunity Score: 63 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	140	95	35%	+33.3
Restaurants per 10,000 residents (lower = more room)	23.1	30	25%	+7.5
Population (ACS)	5,204	61	20%	+12.2
Median household income (ACS)	70,464	48	20%	+9.5

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

Market Momentum Score: 88 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	33.3	85	50%	+42.5
10-year restaurant growth	140	95	30%	+28.6
20-year restaurant growth	100	82	20%	+16.5

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 (25)

By cuisine

Coffee 4 · Pizza 4 · Dessert 3 · Breakfast 2 · Burgers 2 · Italian 2 · Juice / smoothies 2 · American 1 · Asian 1 · Bakery 1 · BBQ 1 · Chinese 1 · Ice cream / frozen desserts 1 · Mexican 1 · Sandwiches 1

By type

Restaurant (service type not stated) 16 · Quick service 5 · Dessert 4 · Café 3 · Coffee shop 3 · Bakery 2 · Bar 2 · Juice, smoothie, tea 2 · Brewery / taproom 1

Name	Type	Cuisine	Address	Status
Arby's	Quick service · Restaurant (service type not stated)		97 Nason Dr	open
Burger King Burger King	Quick service	Burgers · American	328 Spring St	open
Cove Creamery	Dessert	Ice cream / frozen desserts · Dessert	7406 Woodbury Pike	open
DaniKay's Kafe and Tanning Salon	Café · Coffee shop	Coffee	301 E Main St	open
Dragon's Den Pizza	Restaurant (service type not stated)	Pizza · Italian	7573 Woodbury Pike	open
Dunkin' Dunkin'	Bakery · Juice, smoothie, tea · Dessert · Coffee shop	Dessert · Juice / smoothies · Coffee	97 Nason Drive	open
Franklin Logistics	Restaurant (service type not stated)		153 Smith Transport Rd	open
Fresh AF Farms LLC & Sweet AF Lollipops	Dessert · Juice, smoothie, tea	Juice / smoothies	292 Erb Rd	open
Lefty's Lounge	Bar		174 Cross Cove Rd	open
Leighty's Chik-N-Ribs	Restaurant (service type not stated)	BBQ	7673 Woodbury Pike	open
Li's Brothers	Restaurant (service type not stated)	Chinese · Asian	502 PA-36	open
Los Primos Mexican Store	Restaurant (service type not stated)	Mexican	8344 Woodbury Pike	open
Maddie Cakes	Bakery · Dessert	Bakery · Dessert	312 Spring Plz	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	908 E Main St	open
Njb&ajr Associates Inc	Restaurant (service type not stated)		7664 Woodbury Pike	open
Original Italian Pizza	Restaurant (service type not stated)	Pizza · Italian	601 E Main St	open
Pizza Hut Pizza Hut	Quick service · Restaurant (service type not stated)	Pizza	508 Marwalt Ln	open
Roaring Spring, PA - Fox's Pizza Fox's Pizza Den	Restaurant (service type not stated)	Pizza	908 Walnut Street, Roaring Spring, PA 16673	open
Spring Dam Brewing Co	Brewery / taproom · Bar		269 E Main St	open
Spring House Grille	Restaurant (service type not stated)		7664 Woodbury Pike	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	322 Spring Plaza	open
The Hungry Duck	Restaurant (service type not stated)		819 E Main St	open
The Vault Cafe	Coffee shop · Café	Coffee · Breakfast	257 Main St	open
Those Guys Pizza Llc	Restaurant (service type not stated)		1018 E Main St # A	open
Woodbury Cafe	Café · Restaurant (service type not stated)	Coffee · Breakfast	292 Erb Rd	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	5	5	—	—	—	—	SIC1987
1995	4	4	—	—	—	—	SIC1987
1996	4	4	—	—	—	—	SIC1987
1997	3	3	—	—	—	—	SIC1987
1998	5	5	1	3	1	—	NAICS1997
1999	4	4	1	3	—	—	NAICS1997
2000	4	4	1	3	—	—	NAICS1997
2001	4	4	1	3	—	—	NAICS1997
2002	5	5	2	3	—	—	NAICS1997
2003	6	6	2	4	—	—	NAICS2002
2004	7	7	2	5	—	—	NAICS2002
2005	6	6	2	4	—	—	NAICS2002
2006	7	6	1	5	—	—	NAICS2002
2007	6	6	2	4	—	—	NAICS2002
2008	6	5	1	4	—	1	NAICS2007
2009	6	5	1	4	—	1	NAICS2007
2010	7	6	1	5	—	1	NAICS2007
2011	7	6	1	5	—	1	NAICS2007
2012	7	6	1	5	—	1	NAICS2012
2013	6	5	1	4	—	1	NAICS2012
2014	5	5	1	4	—	—	NAICS2012
2015	7	6	2	4	—	—	NAICS2012
2016	8	8	2	5	1	—	NAICS2012
2017	9	9	—	6	—	—	NAICS2017
2018	9	9	—	6	—	—	NAICS2017
2019	10	10	—	7	—	—	NAICS2017
2020	9	9	—	6	—	—	NAICS2017
2021	11	10	—	6	—	—	NAICS2017
2022	13	12	—	8	—	—	NAICS2022
2023	13	12	—	7	3	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 16673. 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
16631	3.2 mi	—
16682	4.2 mi	—
16662	4.9 mi	8	2023

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