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BMIE Market 10803

Westchester County, New York · ZCTA boundaries as of 2020

Profile

Population (current estimate)13,072
2020–2024 ACS 5-year estimate ±179 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households4,298
2020–2024 ACS 5-year estimate ±237 · 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 count12,435
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units4,498
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$215,208
2020–2024 ACS 5-year estimate ±21,904 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age40.4
2020–2024 ACS 5-year estimate ±2 · 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$2,308
2020–2024 ACS 5-year estimate ±160 · 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$978,600
2020–2024 ACS 5-year estimate ±46,902 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area2.2 sq mi
Census Gazetteer 2020
Restaurants37
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 10803
Restaurants per 10,000 residents24.1
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+8.8%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+42.3%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+68.2%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202842 (range 37–46)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.5 per year, r² 0.37) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score66 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score84 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score59 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score49 / 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: 66 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score83.98440%+33.6
Restaurant Opportunity Score58.85935%+20.6
Market Momentum Score48.74925%+12.2
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 84 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)13,0727540%+29.8
Median household income (ACS)215,2089940%+39.7
Households (ACS)4,2987220%+14.4
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 59 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth8.85335%+18.5
Restaurants per 10,000 residents (lower = more room)28.32225%+5.5
Population (ACS)13,0727520%+14.9
Median household income (ACS)215,2089920%+19.8
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 49 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth04250%+20.9
10-year restaurant growth8.85330%+15.9
20-year restaurant growth42.36020%+11.9
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 (88)

By cuisine

Coffee 15 · American 13 · Bakery 11 · Italian 10 · Dessert 8 · Sandwiches 8 · Pizza 6 · Asian 4 · Mexican 4 · Chinese 3 · Ice cream / frozen desserts 3 · Japanese 3 · Juice / smoothies 3 · Mediterranean 3 · Burgers 2 · European 2 · Latin American (other) 2 · Seafood 2 · Breakfast 1 · British / Irish pub food 1 · Cajun, Creole, Southern 1 · Chicken / wings 1 · Steakhouse 1 · Tea / bubble tea 1 · Thai 1

By type

Restaurant (service type not stated) 55 · Bakery 13 · Café 12 · Dessert 11 · Quick service 10 · Bar 9 · Casual dining 8 · Coffee shop 6 · Specialty food shop 6 · Juice, smoothie, tea 4 · Buffet 2 · Winery / distillery / taproom 1

NameTypeCuisineAddressStatus
115 Wolfs Lane Restaurant CorpRestaurant (service type not stated)115 Wolfs Lnopen
B & B's Fifth Avenue PubRestaurant (service type not stated)American531 Fifth Aveopen
Bangkok CityRestaurant (service type not stated)Thai100 Fifth Aveopen
Basilico RestaurantRestaurant (service type not stated)Italian · Mediterranean · European142 Fifth Aveopen
Bbe Pizza CorpRestaurant (service type not stated)33 Fifth Aveopen
Bella Rest IncRestaurant (service type not stated)115 Wolfs Lnopen
Bistro RollinCasual dining142 Fifth Aveopen
Bob's RestaurantRestaurant (service type not stated)American1 Wolfs Lnopen
Bon Ji PelhamJuice, smoothie, tea · Coffee shop · CaféJuice / smoothies · Coffee226 5th Aveopen
Burger 57Restaurant (service type not stated)600 Fifth Aveopen
Café LatinoRestaurant (service type not stated)Mexican108 Fifth Aveopen
Caffè Ammi Roasting Co.Coffee shop · Restaurant (service type not stated) · CaféCoffee109 6th Stopen
Caffe RegattaCafé · Restaurant (service type not stated)Mediterranean · Coffee133 Wolfs Lnopen
Cantina LobosRestaurant (service type not stated)Mexican · Latin American (other)217 Wolfs Lnopen
Cheese Steak CafeCaféCoffee232 Fifth Aveopen
Chipotle Mexican Grill Chipotle Mexican GrillQuick serviceMexican798 Pelham Pkwyopen
Country KitchenRestaurant (service type not stated)American810 Pelham Pkwyopen
Crab Du Jour Cajun Seafood & BarRestaurant (service type not stated) · Casual diningSeafood · American810 Pelham Pkwyopen
CRAB DU JOUR OF PELHAM LLRestaurant (service type not stated)Sandwiches · Cajun, Creole, Southern · Seafood810 PELHAM PKWY, SUIT 810open
Double RainbowDessertIce cream / frozen desserts205 Wolfs Lnopen
DULCE TREATSDessertDessert321 Fifth Aveopen
Dunkin' Dunkin'Bakery · Quick service · Dessert · Coffee shopDessert · Coffee4785 Boston Post Rdopen
Dunkin' Dunkin'Bakery · Juice, smoothie, tea · Dessert · Coffee shopDessert · Juice / smoothies · Coffee33 E Lincoln Aveopen
Edo Japanese SteakhouseRestaurant (service type not stated)Steakhouse · Japanese · Asian4787 Boston Post Rdopen
Esg Restaurant Enterprises IncRestaurant (service type not stated)503 Fifth Aveopen
F&amp F Cisneros CorpRestaurant (service type not stated)138 Fifth Aveopen
Fairway Wines & SpiritsBar · Winery / distillery / taproom · Restaurant (service type not stated)847 Pelham Pkwyopen
Five Guys Five GuysQuick serviceBurgers · American798 Pelham Parkwayopen
Flour PowerBakery · DessertBakery · Dessert4668 Boston Post Rdopen
Flowerbake by AngelaBakery · Dessert · CaféBakery · Dessert · Coffee136 5th Aveopen
Four Corners PizzaRestaurant (service type not stated)Pizza · Italian902 Pelhamdale Aveopen
Gigi Mediterranean CounterRestaurant (service type not stated)Mediterranean139 Fifth Aveopen
Gourmet ExpressBuffet · Restaurant (service type not stated) · Quick service · Specialty food shopSandwiches924 West Stopen
Great PekingRestaurant (service type not stated)Chinese317 Fifth Aveopen
Hk Project Consulting CorpRestaurant (service type not stated)629 Fifth Ave # S203aopen
J CafeCafé · Restaurant (service type not stated) · Casual diningCoffee · American129 Wolfs Lnopen
Kalico loungeBar156 5th Aveopen
Knuckleheads TavernCasual dining · Bar4400 Boston Post Rdopen
La FontanellaRestaurant (service type not stated)Italian · European115 Wolfs Lnopen
La La TaqueriaRestaurant (service type not stated)Mexican · Latin American (other)108 Fifth Aveopen
Lenny's Bagels Lennys BagelsBakery · Quick service · Specialty food shopBakery · Sandwiches4662 Boston Post Rdopen
Lola's Tea HouseCoffee shop · Restaurant (service type not stated) · Juice, smoothie, teaCoffee · Tea / bubble tea130 5th Aveopen
Los Cocineros LlcRestaurant (service type not stated)129 6th Stopen
Luigi's PizzeriaRestaurant (service type not stated)Pizza304 Fifth Aveopen
Marcello'sRestaurant (service type not stated)Italian · Pizza33 Fifth Aveopen
Marco's PizzaRestaurant (service type not stated)Pizza · Italian304 5th Aveopen
Meals On Wheels Of PelhamRestaurant (service type not stated)20 Fifth Ave Ste 2open
New No 1 Restautant IncRestaurant (service type not stated)904 Pelhamdale Aveopen
No. 1 Chinese RestaurantRestaurant (service type not stated)Chinese904 Pelhamdale Aveopen
North PelhamRestaurant (service type not stated) · BarAmerican156 Fifth Aveopen
Oriental Buffet RestaurantBuffet842 Pelham Pkwyopen
Panera Bread Panera BreadBakery · CaféBakery · Sandwiches · Coffee875 Pelham Parkwayopen
Patty PopsBakeryBakery321 Fifth Aveopen
Pelham BakeryBakeryBakery121 Fifth Aveopen
Pelham CafeCasual dining · BarAmerican138 Fifth Aveopen
Pelham Gourmet Deli & CateringSpecialty food shop · Restaurant (service type not stated) · Quick serviceSandwiches924 West Stopen
Pelham PalaceRestaurant (service type not stated)Chinese · Asian221 Wolfs Lnopen
Pelham PizzaRestaurant (service type not stated)Italian · Pizza113 5th Aveopen
Pelham Plaza GourmetSpecialty food shop · Restaurant (service type not stated) · Quick serviceSandwiches605 Fifth Aveopen
Pelham RailsRestaurant (service type not stated)Italian · American65 1st Stopen
Pelham Restaurant Group Inc.Restaurant (service type not stated)Burgers156 Fifth Aveopen
Pelville Coffee & PastryBakery · Coffee shop · CaféBakery · Coffee300 5th Aveopen
Provisions Bake ShopBakery · Restaurant (service type not stated) · DessertBakery · Dessert209 Wolfs Laneopen
Pure Bliss Yogurt and Juice BarDessert · Restaurant (service type not stated) · Juice, smoothie, teaIce cream / frozen desserts · Juice / smoothies106 5th Aveopen
Renaissance Bagel Cafe and DeliBakery · Quick service · Specialty food shop · CaféBakery · Sandwiches · Coffee309 Fifth Aveopen
Richie's Pelham PubBarBritish / Irish pub food129 6th Stopen
RockwellsCasual dining · Restaurant (service type not stated) · Bar105 Wolfs Lnopen
SakuraRestaurant (service type not stated)Japanese · Asian124 Fifth Aveopen
Sergio'sRestaurant (service type not stated) · Casual diningItalian · American503 Fifth Aveopen
Skylight KitchenCafé · Dessert · BakeryCoffee · Dessert · Bakery209 Wolfs Lnopen
Sweets by KiBakery · DessertBakery · Dessert227 Fifth Aveopen
The Bakery At Four CornersCaféCoffee4668 Boston Post Rdopen
The Chipper Truck CafeCasual diningAmerican232 Fifth Aveopen
The Rail HouseRestaurant (service type not stated) · BarItalian65 1st Stopen
The Village Vibe CafeCafé · Restaurant (service type not stated)Coffee · Breakfast3 Fifth Aveopen
Tommy's Tap RoomBar · Restaurant (service type not stated)Ninth Avenueopen
Villa Nova ERestaurant (service type not stated)6 1st Stopen
Villagio Ristorante & PizzeriaRestaurant (service type not stated)Pizza · Italian229 Wolfs Lnopen
Wingstop WingstopQuick serviceChicken / wings · American4360 Boston Post Rdopen
Wolf's Lane DelicatessenSpecialty food shop · Restaurant (service type not stated) · Quick serviceSandwiches · American247 Wolfs Lnopen
Yaya's Waffles & Ice CreamDessertIce cream / frozen desserts232 5th Aveopen
Your Wireless Pelham Manor IncRestaurant (service type not stated)4360 Boston Post Rdopen
Yumi Asian BistroRestaurant (service type not stated)Asian · Japanese802 Pelham Pkwyopen
Depot MarketSpecialty food shop · Quick serviceSandwiches146 Fifth Aveclosed
Frenchy's Pelham GrillRestaurant (service type not stated)Seafood600 Fifth Aveclosed
Macelleria Italian Steakhouse PelhamRestaurant (service type not stated)Steakhouse142 Fifth Aveclosed
Nisa LeeCaféCoffee129 Wolfs Lnclosed
Nuts About CandyDessert800 Pelham Pkwyclosed
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
199425223SIC1987
199526233SIC1987
199627243SIC1987
199724204SIC1987
1998272210754NAICS1997
199927229854NAICS1997
200029229855NAICS1997
2001292111647NAICS1997
2002312515556NAICS1997
2003292615743NAICS2002
200428261484NAICS2002
200531291595NAICS2002
200629271593NAICS2002
2007332917931NAICS2002
2008353116961NAICS2007
2009353116961NAICS2007
2010333015872NAICS2007
2011333016952NAICS2007
2012333015782NAICS2012
2013373419782NAICS2012
2014363217962NAICS2012
2015403517992NAICS2012
20164540228102NAICS2012
2017383318873NAICS2017
20184337171193NAICS2017
20194236171184NAICS2017
20204137171283NAICS2017
2021443915159NAICS2017
2022443918156NAICS2022
2023413719126NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 10803. 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
105531.0 mi82023
105501.6 mi642023
108011.7 mi1262023
105522.0 mi152023
104752.0 mi512023
104642.1 mi242023
104662.2 mi622023
108052.7 mi202023
107083.0 mi452023
104693.0 mi672023
107043.3 mi852023
108043.4 mi192023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.