Where can I find the Retail & Shopping Locations Across United States map?

You can find the Retail & Shopping Locations Across United States map from https://buy.stripe.com/dR6cQN4NZ0aE8UM6qA here

From where can I download the Retail & Shopping Locations Across United States dataset?

You can download the Retail & Shopping Locations Across United States dataset from https://buy.stripe.com/dR6cQN4NZ0aE8UM6qA here

How many Retail & Shopping Locations in United States are closed?

Data shows that there are 691164 number of locations whose status are currently closed.

Retail & Shopping Locations Across United States

With over 2,776,293+ Retail & Shopping locations across 68 regions and 1866 districts in United States. The highest number of Retail & Shopping locations are in California and Los Angeles with 311002 locations and 90363 locations, respectively. Find the best places for Retail & shopping with our updated database.

Aggregation Date :

March 20, 2025

Author:

Abdullah Rafaqat

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How Many Retail & Shopping Establishments are in United States?

United States has 2,782,027 Retail & Shopping locations, with a strong presence across various regions. Our dataset provides insights into their business status, ratings, and traffic scores.

2776293

Number of Locations

2134724

Locations with Ratings

2472055

Locations with Phone Numbers

1708704

Locations with Websites

691164

Closed Locations

Breakdown of Retail & Shopping Locations in United states

United states's Retail & Shopping scene includes various subcategories. Explore the most popular categories and find the best spots across the country.

Category	Number of Locations
Auto & Vehicle Retail	336,549
Fashion & Accessories	302,919
Home & Furniture	231,366
Construction & Hardware	159,824
Drug & Pharma	130,704
Arts & Crafts	124,364
Computers & Electronics	122,864
Convenience & Variety	116,758
Packaging & Shipping	108,307
Market & Grocers	97,041
And others...	1,045,597

Retail & shopping Locations by State in United States

United states's Retail & shopping scene varies across states, with hotspots in major metropolitan areas like California, Texas, Florida. Explore the number of locations by state.

State	Number of Locations
California	311,002
Texas	251,011
Florida	209,145
New York	167,047
Pennsylvania	104,610
Georgia	98,181
North Carolina	94,464
Illinois	93,559
Ohio	91,339
Michigan	79,335

Top Cities for Retail & shopping in United states

United states's Retail & shopping hotspots are concentrated in major cities like Los Angeles, Harris, Cook. Discover the top locations where Retail & shopping establishments thrive.

City	State	Number of Locations
Los Angeles	California	90,363
Harris	Texas	43,302
Cook	Illinois	35,523
Miami-Dade	Florida	34,220
Maricopa	Arizona	32,306
Orange	California	28,047
New York	New York	26,113
San Diego	California	25,528
Dallas	Texas	24,444
Broward	Florida	21,112

Download a Sample Dataset for Retail & shopping Locations in United states.

Get a preview of United States's Retail & Shopping dataset, including business status, ratings, traffic scores, and more.

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Key Variables for Retail & Shopping Dataset in United States

This dataset contains essential details about Retail & Shopping locations, including business information, traffic insights, and contact details.

Name	Description	Data Type
name	Primary name of the location	Object
country_name	Full country name	Object
region	Current administrative region	Object
locality	Current locality or city	Object
postcode	Postal code	Float
street	Street address	Object
address	Full address	Object
phone	Primary contact number	Object
longitude	Longitude coordinate	Float
latitude	Latitude coordinate	Float
business_status	Current business status (e.g., Open, Closed)	Object
category_main	Primary business category	Object
website_domain	Website domain name	Object
time_spent	Suggested duration of visit	Object

Business Closure Insights for Retail & Shopping in United States

This dataset tracks open, temporarily closed, and permanently closed dining locations across United States, helping businesses assess market stability.

State & Territory	Number of Closed Locations
California	85300 (12.3%)
Texas	59689 (8.6%)
Florida	51004 (7.4%)
New York	43613 (6.3%)
Pennsylvania	25259 (3.7%)
Georgia	24776 (3.6%)
Illinois	24156 (3.5%)
Ohio	21747 (3.1%)
North Carolina	21502 (3.1%)
Michigan	20162 (2.9%)

Traffic Insights for Retail & Shopping Locations in United States

Understand which cities and locations attract the most visitors using traffic scores. This data helps businesses choose prime locations for expansion.

State & Territory	Traffic Score
New Mexico	44.8
Maine	44.6
Hawaii	44.5
North Dakota	44.4
Florida	44.3
Idaho	44.3
Alabama	44.3
Michigan	44.3
Arkansas	44.2
Arizona	44.2

Customer Ratings for Retail & Shopping Locations in United States

This dataset includes average customer ratings along with the number of ratings for each region, helping businesses identify top-rated places and customer preferences across different cities.

State & Territory	Ratings Count	Average Ratings
Baja California	1	5.0
Gujarat	1	5.0
West Bank	1	4.8
Ontario	3	4.7
Chihuahua	5	4.6
Iowa	21968	4.4
Maine	11551	4.4
South Dakota	6765	4.4
Montana	9289	4.4
North Dakota	5433	4.4

Business Contact Information by States for Retail & Shopping dataset in United States

Many locations provide direct contact details, including phone numbers and websites, making it easier for businesses to engage with partners and customers.

State & Territory	Number of Locations with Websites	Number of Locations with Phone Numbers
California	171480 (10.5%)	171480 (10.5%)
Texas	143217 (8.8%)	143217 (8.8%)
Florida	123834 (7.6%)	123834 (7.6%)
New York	90241 (5.5%)	90241 (5.5%)
Pennsylvania	63082 (3.9%)	63082 (3.9%)
Illinois	56878 (3.5%)	56878 (3.5%)
Ohio	56841 (3.5%)	56841 (3.5%)
North Carolina	55660 (3.4%)	55660 (3.4%)
Georgia	54451 (3.3%)	54451 (3.3%)
Michigan	49304 (3.0%)	49304 (3.0%)

Why Businesses Trust xMap's Retail & Shopping Locations Dataset for United States?

Businesses rely on xMap's dataset because it provides:

Comprehensive Coverage – Over 2,782,027 verified Retail & Shopping locations across United States.
Real-Time Insights – Updated business status, ratings, traffic scores, and consumer trends.
High Data Accuracy – Curated from reliable sources with precise geolocation details.
Business-Friendly Format – Easy-to-use data for market analysis, site selection, and competitor research.‍
Proven Value – Trusted by retailers, real estate developers, and urban planners for strategic decision-making.

Use Cases

How can this dataset benefit you?

Site Selection & Market Expansion

Businesses can identify high-traffic locations to expand their operations in United States based on footfall trends and business status.

Competitive & Consumer Insights

Analyze top-rated establishments, brand distribution, and category trends to understand market dynamics and customer preferences.

Real Estate & Urban Planning

City planners and real estate developers can use traffic data and closure rates to assess demand and optimize zoning for commercial spaces.

Get Access to United states's Retail & shopping Data Today!

Enhance your business strategy, site selection, and market research with real-time insights on over 2,776,293+ Retail & shopping locations across United states. Download the dataset now and stay ahead of the competition!

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