BMIE Market 54169

Calumet County, Wisconsin · ZCTA boundaries as of 2020

Profile

Population (current estimate)	3,252 2020–2024 ACS 5-year estimate ±20 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	1,244 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 count	2,600 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	987 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$109,524 2020–2024 ACS 5-year estimate ±17,872 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	44.1 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	$1,173 2020–2024 ACS 5-year estimate ±215 · 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	$351,200 2020–2024 ACS 5-year estimate ±16,095 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	3.7 sq mi Census Gazetteer 2020
Restaurants	5 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 54169
Restaurants per 10,000 residents	26.9 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+66.7% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-28.6% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-16.7% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+0.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	1 (range 0–4) FORECAST · linear trend v1 fitted to 2012–2023 (11 points, -0.3 per year, r² 0.47) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	55 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	67 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	44 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	53 / 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 54169. Projection: linear trend v1, fitted 2012–2023, -0.3 restaurants per year, r² 0.47, confidence Medium.

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. Wisconsin and U.S. averages

Averages are the mean growth across all ZCTAs with the figure (state n = 685, 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: 55 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	66.6	67	40%	+26.6
Restaurant Opportunity Score	44.4	44	35%	+15.5
Market Momentum Score	52.6	53	25%	+13.1

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

Consumer Market Score: 67 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	3,252	53	40%	+21.4
Median household income (ACS)	109,524	86	40%	+34.5
Households (ACS)	1,244	53	20%	+10.6

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

Restaurant Opportunity Score: 44 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-28.6	10	35%	+3.6
Restaurants per 10,000 residents (lower = more room)	15.4	51	25%	+12.8
Population (ACS)	3,252	53	20%	+10.7
Median household income (ACS)	109,524	86	20%	+17.3

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

Market Momentum Score: 53 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	66.7	93	50%	+46.5
10-year restaurant growth	-28.6	10	30%	+3.1
20-year restaurant growth	-16.7	15	20%	+2.9

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 (12)

By cuisine

American 4 · Dessert 2 · Ice cream / frozen desserts 2 · BBQ 1 · Coffee 1 · Mexican 1 · Pizza 1 · Sandwiches 1 · Steakhouse 1

By type

Restaurant (service type not stated) 6 · Bar 5 · Casual dining 3 · Dessert 2 · Quick service 2 · Café 1 · Coffee shop 1

Name	Type	Cuisine	Address	Status
Bistro By The Park	Restaurant (service type not stated)		N 7721 State Park Rd	open
Frogg's Ice Cream	Dessert	Ice cream / frozen desserts · Dessert	370 Military Rd	open
Heritage 71	Bar · Restaurant (service type not stated)	American	580 Robinhood Dr	open
High Cliff Restaurant, Banquets and Catering	Restaurant (service type not stated) · Bar		W5095 Golf Course Rd	open
Jeanne's Bar	Casual dining · Bar		N302 Military Rd	open
Mud Creek Coffee	Coffee shop · Restaurant (service type not stated) · Café	Coffee	W571 Castle Dr	open
Papa B's Pizza & Barbecue	Restaurant (service type not stated)	BBQ · Pizza · American	7721 State Park Rd	open
Rico Tacos	Quick service	Mexican	N378 Military Rd	open
Subway	Quick service · Restaurant (service type not stated)	Sandwiches	W471 Veteran's Ave	open
The Chubby Seagull \| Sherwood WI	Dessert	American · Ice cream / frozen desserts · Dessert	N7663 Pigeon Rd	open
The Granary Supper Club	Casual dining · Bar	American · Steakhouse	N586 Military Rd	open
The Outpost	Bar · Casual dining		N606 Knight Dr	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	5	—	—	—	4	SIC1987
1995	7	4	—	—	—	3	SIC1987
1996	4	2	—	—	—	2	SIC1987
1997	8	5	—	—	—	3	SIC1987
1998	10	8	8	—	—	2	NAICS1997
1999	8	6	6	—	—	2	NAICS1997
2000	8	6	6	—	—	2	NAICS1997
2001	7	6	5	1	—	1	NAICS1997
2002	7	6	4	1	1	1	NAICS1997
2003	8	6	4	1	1	2	NAICS2002
2004	8	6	5	—	1	2	NAICS2002
2005	7	6	5	—	1	1	NAICS2002
2006	8	6	4	1	1	2	NAICS2002
2007	8	6	4	1	1	2	NAICS2002
2008	8	6	4	1	1	2	NAICS2007
2009	8	6	4	1	1	2	NAICS2007
2010	9	7	4	2	1	2	NAICS2007
2011	9	7	5	1	1	2	NAICS2007
2012	9	6	4	1	1	3	NAICS2012
2013	9	7	5	1	1	2	NAICS2012
2014	10	7	5	1	1	3	NAICS2012
2015	9	7	5	1	1	2	NAICS2012
2016	8	6	4	—	2	2	NAICS2012
2017	7	4	—	—	—	3	NAICS2017
2018	7	3	—	—	—	3	NAICS2017
2019	8	4	—	—	—	3	NAICS2017
2020	8	4	—	—	—	3	NAICS2017
2021	5	—	—	—	—	—	NAICS2017
2022	6	4	—	—	—	—	NAICS2022
2023	7	5	—	—	3	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 54169. 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
54952	3.4 mi	34	2023

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