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BMIE Market 12412

Ulster County, New York · ZCTA boundaries as of 2020

Profile

Population (current estimate)475
2020–2024 ACS 5-year estimate ±226 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households212
2020–2024 ACS 5-year estimate ±87 · 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 count673
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units353
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$82,195
2020–2024 ACS 5-year estimate ±18,801 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age61.1
2020–2024 ACS 5-year estimate ±20 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01002_001E · on 2020 boundaries · retrieved 2026-09-05
Median gross rentData source not yet connected
Median home value$413,000
2020–2024 ACS 5-year estimate ±230,914 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area6.6 sq mi
Census Gazetteer 2020
Restaurants4
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 12412
Restaurants per 10,000 residents44.6
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+0.0%
DERIVED: 2017 → 2022, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+33.3%
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+100.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20284 (range 3–5)
FORECAST · linear trend v1 fitted to 2010–2023 (11 points, +0.0 per year, r² 0.12) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score43 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score39 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score44 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score48 / 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: 43 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score38.73940%+15.5
Restaurant Opportunity Score44.14435%+15.4
Market Momentum Score48.54825%+12.1
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 39 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)4752140%+8.3
Median household income (ACS)82,1956540%+25.9
Households (ACS)2122320%+4.6
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 44 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth33.37335%+25.7
Restaurants per 10,000 residents (lower = more room)84.2525%+1.3
Population (ACS)4752120%+4.1
Median household income (ACS)82,1956520%+13.0
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 48 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth04250%+20.9
10-year restaurant growth33.37330%+22.0
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 (3)

By cuisine

American 1 · Asian 1 · Bakery 1 · Chinese 1 · Coffee 1 · Dessert 1 · Pizza 1

By type

Restaurant (service type not stated) 2 · Bakery 1 · Café 1 · Dessert 1

NameTypeCuisineAddressStatus
Boiceville InnRestaurant (service type not stated)Pizza · American3984 NY-28open
Bread Alone Bakery Bread Alone BakeryBakery · Dessert · CaféBakery · Dessert · Coffee3962 NY-28open
Hong KongRestaurant (service type not stated)Chinese · Asian4123 NY-28open
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
199533SIC1987
199633SIC1987
1997431SIC1987
1998652211NAICS1997
1999652211NAICS1997
20004222NAICS1997
200165321NAICS1997
20023321NAICS1997
20034422NAICS2002
20043321NAICS2002
20053321NAICS2002
20064431NAICS2002
2007333NAICS2002
20084321NAICS2007
20094321NAICS2007
20104321NAICS2007
2011433NAICS2007
2012433NAICS2012
2013433NAICS2012
2014433NAICS2012
2015433NAICS2012
2016322NAICS2012
2017433NAICS2017
20183NAICS2017
20193NAICS2017
20203NAICS2017
2021433NAICS2017
2022433NAICS2022
2023543NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 12412. 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
124572.5 mi32022
124813.5 mi42019
124944.6 mi11997
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.