BMIE Market 30068

Cobb County, Georgia · ZCTA boundaries as of 2020

Profile

Population (current estimate)	33,882 2020–2024 ACS 5-year estimate ±2,058 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	12,849 2020–2024 ACS 5-year estimate ±789 · 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	31,595 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	12,628 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$150,101 2020–2024 ACS 5-year estimate ±14,346 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	44.0 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	$1,819 2020–2024 ACS 5-year estimate ±110 · 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	$599,400 2020–2024 ACS 5-year estimate ±18,881 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	14.4 sq mi Census Gazetteer 2020
Restaurants	69 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 30068
Restaurants per 10,000 residents	15.8 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	+7.8% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+60.5% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+122.6% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	72 (range 66–77) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.6 per year, r² 0.42) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	73 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	93 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	65 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	51 / 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 30068. Projection: linear trend v1, fitted 2013–2023, +0.6 restaurants per year, r² 0.42, 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. Georgia and U.S. averages

Averages are the mean growth across all ZCTAs with the figure (state n = 574, 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: 73 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	93	93	40%	+37.2
Restaurant Opportunity Score	64.8	65	35%	+22.7
Market Momentum Score	50.7	51	25%	+12.7

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

Consumer Market Score: 93 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	33,882	91	40%	+36.4
Median household income (ACS)	150,101	96	40%	+38.4
Households (ACS)	12,849	91	20%	+18.1

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

Restaurant Opportunity Score: 65 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	7.8	52	35%	+18.2
Restaurants per 10,000 residents (lower = more room)	20.4	36	25%	+9.1
Population (ACS)	33,882	91	20%	+18.2
Median household income (ACS)	150,101	96	20%	+19.2

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

Market Momentum Score: 51 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	0	42	50%	+20.9
10-year restaurant growth	7.8	52	30%	+15.6
20-year restaurant growth	60.5	71	20%	+14.2

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 (125)

By cuisine

American 19 · Coffee 15 · Asian 10 · Dessert 10 · Bakery 8 · Pizza 8 · Ice cream / frozen desserts 7 · Mexican 7 · Breakfast 6 · Chinese 6 · BBQ 5 · Juice / smoothies 5 · Healthy / salads / bowls 4 · Italian 4 · Japanese 4 · Latin American (other) 4 · Sandwiches 4 · Chicken / wings 3 · Steakhouse 3 · Sushi 3 · Cajun, Creole, Southern 2 · European 2 · Seafood 2 · Spanish / tapas 2 · Brazilian 1 · Burgers 1 · Greek 1 · Indian 1 · Mediterranean 1 · Middle Eastern 1 · Noodles / ramen / pho 1 · Southwestern / Tex-Mex 1 · Tea / bubble tea 1 · Thai 1 · Vegan 1 · Vegetarian 1

By type

Restaurant (service type not stated) 82 · Quick service 19 · Dessert 14 · Bar 12 · Bakery 11 · Café 10 · Coffee shop 9 · Casual dining 8 · Juice, smoothie, tea 6 · Specialty food shop 3 · Other 3 · Fast casual 2 · Delivery-focused 1

Name	Type	Cuisine	Address	Status
101 Bagel Cafe	Bakery	Bakery	4811 Lower Roswell Rd	open
A Little Bit of Heaven	Restaurant (service type not stated)	Vegetarian	4665 Lower Roswell Rd 101	open
A Thai Dish Llc	Restaurant (service type not stated)		4724 Lower Roswell Rd Ste 500	open
Ajr	Restaurant (service type not stated)	Pizza	1225 Johnson Ferry Rd Ste 240	open
Ali's Cookies Ali's Cookies	Bakery · Dessert	Bakery · Dessert	1255 Johnson Ferry Rd NE	open
Asian Express NY Style Chinese	Restaurant (service type not stated)	Chinese	4880 Lower Roswell Rd Ste 110	open
Atlanta Bread Company	Café	Coffee	1255 Johnson Ferry Rd	open
Aurelio's is Pizza	Restaurant (service type not stated)	Pizza	1255 Johnson Ferry Rd	open
Bagelicious BAGELICIOUS	Bakery · Quick service · Specialty food shop	Bakery · Sandwiches	1255 Johnson Ferry Rd	open
Bamboo Bar	Restaurant (service type not stated)		4665 Lower Roswell Rd	open
Baristas	Coffee shop	Coffee	4932 Lower Roswell Rd	open
Baskin-Robbins	Dessert	Ice cream / frozen desserts	4811 Lower Roswell Rd	open
Baskin-Robbins	Dessert · Coffee shop · Restaurant (service type not stated)	Ice cream / frozen desserts · Coffee	1271 Johnson Ferry Rd	open
Big Daddy's Bar B Que	Restaurant (service type not stated)	American · BBQ	1070 Taliwa Trl NE	open
Bradley's Bar and Grill	Casual dining · Bar		4961 Lower Roswell Rd	open
Bruster's Real Ice Cream Bruster's Real Ice Cream	Dessert	Ice cream / frozen desserts · Dessert	2044 Lower Roswell Rd	open
brusters real ice cream	Dessert · Restaurant (service type not stated)	Ice cream / frozen desserts	4724 Lower Roswell Rd	open
Burger King	Quick service		1819 Baldwin Farms Dr	open
Cafe Life	Restaurant (service type not stated)	Vegan	1453 Roswell Rd, Marietta, GA 30068	open
Cafe Restaurants Inc	Restaurant (service type not stated)		1205 Johnson Ferry Rd	open
Caribou Coffee	Coffee shop	Coffee	1275 Johnson Ferry Rd	open
Carlo's Pizza	Restaurant (service type not stated)	Pizza	1100 Johnson Ferry Rd Ste 225	open
Chaska	Restaurant (service type not stated) · Casual dining	Indian · American	1836 Lower Roswell Rd	open
Cherry On Top Delights	Bakery	Bakery	4665 Lower Roswell Rd Ste 107	open
Chick-fil-A Chick-fil-A	Quick service	Chicken / wings · American	1201 Johnson Ferry Rd NE	open
Chin Chin Johnson Ferry	Restaurant (service type not stated)	Chinese · Asian	617 Johnson Ferry Rd	open
Chipotle Mexican Grill Chipotle Mexican Grill	Quick service · Restaurant (service type not stated)	Mexican	1281 Johnson Ferry Rd	open
Christos...kouzina Christos	Restaurant (service type not stated)	Greek	1255 Johnson Ferry Rd	open
Clean Juice Johnson Ferry	Juice, smoothie, tea	Juice / smoothies	1205 Johnson Ferry Rd	open
Coca-Cola Freestyle Coca-Cola Freestyle	Restaurant (service type not stated) · Quick service		1100 Johnson Ferry Rd	open
Cold Stone Creamery	Dessert	Ice cream / frozen desserts	640 Johnson Ferry Rd Ste 110	open
Cold Stone Creamery Cold Stone Creamery	Dessert	Ice cream / frozen desserts · Dessert	1273 Johnson Ferry Rd	open
Common Quarter	Restaurant (service type not stated)	Seafood	1205 Johnson Ferry Dr.	open
D'lites	Dessert	Dessert	1100 Johnson Ferry Rd	open
Domino's Domino's Pizza	Quick service · Delivery-focused	Pizza	4724 Lower Roswell Rd	open
Donny's Hideaway	Bar			open
Duck Donuts	Bakery · Restaurant (service type not stated) · Dessert	Dessert · Breakfast	1281 Johnson Ferry Rd	open
Dunkin' Dunkin'	Coffee shop · Quick service · Dessert · Bakery	Coffee · Dessert	611 Johnson Ferry Rd NE	open
East Cobb Crumbl Cookies	Dessert · Restaurant (service type not stated) · Bakery	Dessert · Bakery	640 Johnson Ferry Rd, Ste 110, Marietta, Georgia 30068	open
Egg Harbor Cafe	Restaurant (service type not stated)	Italian · Breakfast	4719 Lower Roswell Rd Ste 210	open
Einstein Bros Bagels	Bakery	Bakery	1275 Johnson Ferry Rd	open
Empress of China II	Restaurant (service type not stated)	Chinese	1255 Johnson Ferry Rd	open
First Watch First Watch	Café	Breakfast · Coffee · American	1080 Johnson Ferry Road	open
Fresh Squeezed Juice Bar	Juice, smoothie, tea	Juice / smoothies	4880 Lower Roswell Rd	open
Fresh To Order Fresh To Order	Restaurant (service type not stated) · Fast casual	Healthy / salads / bowls	1333 Johnson Ferry Rd	open
Fuji Hana East Cobb	Restaurant (service type not stated)	Japanese · Asian	1255 Johnson Ferry Rd NE	open
Genji Sushi Merchants Walk Genji Sushi Bars	Restaurant (service type not stated) · Coffee shop · Juice, smoothie, tea · Café	Japanese · Coffee · Tea / bubble tea · Sushi	1311 Johnson Ferry Rd	open
Georgia Rib Company	Restaurant (service type not stated)	BBQ	4930 Davidson Rd NE	open
Gigi's Cupcakes of Marietta, Georgia	Bakery · Restaurant (service type not stated) · Dessert	Dessert	1281 Johnson Ferry Rd	open
Goldbergs Fine Foods Goldbergs Fine Foods	Specialty food shop · Quick service · Bakery	Sandwiches · Bakery	1062 Johnson Ferry Rd	open
Good Food	Restaurant (service type not stated)		2044 Lower Roswell Rd	open
gusto Gusto!	Quick service · Fast casual	Healthy / salads / bowls	688 Johnson Ferry Rd	open
Guthries Lower Roswell Guthrie’s Tri-State	Quick service · Restaurant (service type not stated)	Chicken / wings	4774 Lower Roswell Rd	open
H2Oasis Inc.	Restaurant (service type not stated) · Other		4719 Lower Roswell Rd	open
Handmade Dumplings and Noodles	Restaurant (service type not stated)	Noodles / ramen / pho · Chinese · Asian	1100 Johnson Ferry Rd	open
Hong Kong Star Chinese Cuisine	Restaurant (service type not stated)	Chinese · Asian	4719 Lower Roswell Rd #110	open
Infusion Crab ATL	Restaurant (service type not stated)	Seafood · Cajun, Creole, Southern	2044 Lower Roswell Rd	open
J. Christopher's J. Christopher's Brunch, Savannah, GA	Restaurant (service type not stated)	Breakfast · American	1205 Johnson Ferry Rd	open
JFBC Food Service	Restaurant (service type not stated) · Café	American · Coffee	955 Johnson Ferry Rd	open
Johnny's New York Style Pizza Johnny's New York Style Pizza	Restaurant (service type not stated)	Pizza · Italian	4880 Lower Roswell Rd	open
Kennys Subs & Salads Inc	Restaurant (service type not stated)		4880 Lower Roswell Rd	open
Kudzoo Restaurant Group Inc	Restaurant (service type not stated)		1255 Johnson Ferry Rd Ste 16	open
LongHorn Steakhouse	Restaurant (service type not stated)	Steakhouse	4721 Lower Roswell Rd	open
Los Bravos	Restaurant (service type not stated) · Bar	Mexican	1255 Johnson Ferry Rd NE	open
Loyal Q and Brew	Restaurant (service type not stated)	BBQ	4880 Lower Roswell Rd Ste 850	open
Loyalty Market Concepts	Restaurant (service type not stated)		4880 Lower Roswell Rd Ste 850	open
Marietta Donuts (Johnson Ferry Rd, Marietta)	Bakery · Dessert	Dessert · Breakfast · Bakery	1282 Johnson Ferry Rd #109	open
Marlow's Tavern Marlow's Tavern	Casual dining · Bar	American	1311 Johnson Ferry Rd Suite 208	open
McCray's Tavern McCray's Tavern	Casual dining · Bar	American	4880 Lower Roswell Rd Ste 850	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	4819 Lower Roswell Rd SE	open
Mediterranean Grill Mediterranean Grill	Restaurant (service type not stated)	Mediterranean · Middle Eastern · European	1255 Johnson Ferry Rd NE	open
Mellow Mushroom Mellow Mushroom	Restaurant (service type not stated)	Pizza · American	1205 Johnson Ferry Rd	open
Ming's Asian Kitchen	Restaurant (service type not stated)	Asian	4665 Lower Roswell Rd	open
Mirko Pasta	Restaurant (service type not stated)	Italian · European	1281 Johnson Ferry Rd	open
Mixture Rich	Bar · Restaurant (service type not stated)		1460 Waterford Ct	open
Modern Smokehouse Restaurants	Restaurant (service type not stated)		4958 Lower Roswell Rd Ste 10	open
Moe's Southwest Grill	Restaurant (service type not stated)	Mexican	688 Johnson Ferry Rd	open
Moxie Burger Shallowford Llc	Restaurant (service type not stated)		519 Johnson Ferry Rd Ste 100	open
My Friend's Place My Friends Place	Specialty food shop · Restaurant (service type not stated) · Quick service	Sandwiches	1205 Johnson Ferry Rd	open
Olde Towne Bistro	Restaurant (service type not stated)	American	736 Johnson Ferry Rd	open
Papa Johns Papa John's Pizza	Quick service · Restaurant (service type not stated)	Pizza	4811 lower roswell rd	open
Philly Connection	Quick service		1100 Johnson Ferry Rd Ste 15	open
Pinedas Restaurant 3, Inc	Restaurant (service type not stated)		1255 Johnson Ferry Rd Ste 42	open
Pizza Hut	Restaurant (service type not stated)	Pizza	1100 Johnson Ferry Rd	open
Playa Bowls	Restaurant (service type not stated)	Healthy / salads / bowls	1205 Johnson Ferry Rd	open
Pollo Tropical	Restaurant (service type not stated)	Latin American (other)	680 Johnson Ferry Road	open
Provision Cafe	Café · Coffee shop	Coffee · American	955 Johnson Ferry Rd	open
Red Curry Thai Restaurant	Restaurant (service type not stated)	Thai · Asian	4724 Lower Roswell Rd	open
Red Sky Tapas & Bar	Bar · Restaurant (service type not stated)	Spanish / tapas	1255 Johnson Ferry Rd	open
Reunion: Kitchen and Bar	Restaurant (service type not stated) · Casual dining · Bar	American	1255 Johnson Ferry Rd #16	open
Ritter's	Restaurant (service type not stated)	American	4719 Lower Roswell Rd	open
Roll On In	Restaurant (service type not stated)	Asian	1100 Johnson Ferry Rd	open
Sakura Japanese Sushi Bar	Restaurant (service type not stated)	Japanese · Sushi · Asian	4880 Lower Roswell Rd	open
Sam's BBQ-1	Restaurant (service type not stated)	BBQ · Cajun, Creole, Southern · American	4958 Lower Roswell Rd	open
Scalini's Italian Restaurant	Restaurant (service type not stated)	Italian	1205 Johnson Ferry Rd	open
Seed Kitchen & Bar	Casual dining · Restaurant (service type not stated) · Bar	Spanish / tapas · American	1311 Johnson Ferry Rd	open
Sidelines Grill - East Cobb Sidelines Grille - Canton	Bar · Casual dining	American	4719 Lower Roswell Rd	open
Smoothie King Smoothie King	Juice, smoothie, tea · Quick service	Juice / smoothies · Healthy / salads / bowls	1271 Johnson Ferry Rd.	open
Starbucks Starbucks	Coffee shop · Restaurant (service type not stated) · Café	Coffee	31 Johnson Ferry Rd NE	open
Starbucks Starbucks	Coffee shop · Restaurant (service type not stated) · Café	Coffee	1207 Johnson Ferry Rd	open
Starbucks	Coffee shop	Coffee	4880 Lower Roswell Rd	open
Suburban Tap	Bar		1318 Johnson Ferry Rd	open
Subway	Other	Sandwiches	4880 Lower Roswell Rd Ste 115	open
Taco Bell Taco Bell	Quick service	Mexican	4880 Lower Roswell Rd	open
Taqueria Tsunami Taqueria Tsunami	Restaurant (service type not stated)	Mexican · Latin American (other)	1275 Johnson Ferry Rd NE	open
Ted's Montana Grill Ted's Montana Grill	Restaurant (service type not stated)	American · Steakhouse	640 Johnson Ferry Rd NE	open
The Catch Seafood Restaurant	Restaurant (service type not stated)		4665 Lower Roswell Rd	open
The Corn House	Restaurant (service type not stated)	Brazilian · Steakhouse · Latin American (other)	2060 Lower Roswell Rd SE	open
The Flying Biscuit Cafe	Café	Coffee	1084 Johnson Ferry Rd	open
The Flying Biscuit Cafe	Restaurant (service type not stated)		4880 Lower Roswell Rd Ste 70	open
The Law Offices Of John Morris	Restaurant (service type not stated)		1955 Lower Roswell Rd	open
Three Color Asian Kitchen	Restaurant (service type not stated)	Chinese · Asian	2060 Lower Roswell Rd Ste. 160	open
Tijuana Joe's	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex · Latin American (other)	690 Johnson Ferry Rd	open
Tijuana Joe's	Restaurant (service type not stated)	BBQ · Mexican	690 Johnson Ferry Rd	open
Tropical Smoothie Cafe Tropical Smoothie Cafe	Juice, smoothie, tea · Quick service · Café	Juice / smoothies · Coffee	4880 Lower Roswell Road	open
Unforgedibles	Café	Coffee	4724 Lower Roswell Rd	open
Waffle House Waffle House	Casual dining	American · Breakfast	621 Johnson Ferry Rd	open
Wendy's	Quick service		1312 Johnson Ferry Rd	open
Yogli Mogli	Dessert · Juice, smoothie, tea	Ice cream / frozen desserts · Dessert · Juice / smoothies	1255 Johnson Ferry Rd NE	open
Yumeaz	Restaurant (service type not stated) · Other		5097 Viking Walk	open
Zaxby's Zaxby's	Quick service · Restaurant (service type not stated)	Chicken / wings	750 Johnson Ferry Rd	open
Zaxby's Chicken Fingers & Buffalo Wings	Bar		2080 Lower Roswell Road	open
Zeal, Modern Eatery	Restaurant (service type not stated)	American	1255 Johnson Ferry Rd	open
ZENSHI Handcrafted Sushi Zenshi Sushi	Restaurant (service type not stated)	Japanese · Sushi · Asian	1100 Johnson Ferry Rd	open
For Heaven’s Cakes	Bakery	Bakery	4961 Lower Roswell Rd Ste N	closed

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	32	31	—	—	—	1	SIC1987
1995	27	26	—	—	—	1	SIC1987
1996	33	32	—	—	—	1	SIC1987
1997	43	42	—	—	—	1	SIC1987
1998	49	45	25	14	6	1	NAICS1997
1999	44	41	22	13	6	—	NAICS1997
2000	41	38	22	10	6	—	NAICS1997
2001	42	39	22	12	5	—	NAICS1997
2002	47	40	21	13	6	—	NAICS1997
2003	49	43	23	11	9	—	NAICS2002
2004	47	43	26	10	7	1	NAICS2002
2005	48	43	27	9	6	2	NAICS2002
2006	60	52	27	14	9	2	NAICS2002
2007	60	53	26	20	6	1	NAICS2002
2008	57	50	21	21	8	2	NAICS2007
2009	60	55	24	23	8	1	NAICS2007
2010	55	50	22	23	5	2	NAICS2007
2011	65	61	25	25	11	1	NAICS2007
2012	64	60	23	28	9	1	NAICS2012
2013	69	64	27	28	9	1	NAICS2012
2014	72	67	29	28	9	1	NAICS2012
2015	66	61	24	26	10	1	NAICS2012
2016	66	62	22	29	10	1	NAICS2012
2017	65	63	23	28	11	—	NAICS2017
2018	71	69	25	30	13	—	NAICS2017
2019	70	68	24	32	12	—	NAICS2017
2020	66	64	24	29	11	—	NAICS2017
2021	73	69	26	30	13	—	NAICS2017
2022	73	70	26	28	16	—	NAICS2022
2023	73	69	26	27	16	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 30068. 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
30067	2.9 mi	82	2023
30328	3.5 mi	154	2023
30062	3.6 mi	110	2023

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