Location Data Insights


Location Analysis helps businesses make decisions about the perfect location to expand. Read more on our location data reports based on store data and events.

The Largest Department Stores in the US – Location Analysis

The Largest Department Stores in the US – Location Analysis

Kohl’s is the largest department store in the US. California has the highest number of department stores. Almost 45% of department stores have curbside pickup facility.

Apparel and Accessory Closures in US – Store Closure Report

Apparel and Accessory Closures in US – Store Closure Report

ScrapeHero Data Store monitors the location data of 53 apparel brands in the USA. There have been a total of 351 apparel and accessory closures in the US during August 2020. Read more on the report.

Grocery and Supermarket Closures in Aug 2020 – Store Closure Report

Grocery and Supermarket Closures in Aug 2020 – Store Closure Report

ScrapeHero Data Store has the location data of 89 grocery and supermarket chains based in the USA. From the store data we found that 17 grocery and supermarket chains had store closures in Aug 2020. Read more on the report.

Grocery Chains Offering Curbside Pickup in the US

Grocery Chains Offering Curbside Pickup in the US

Walmart (4590) has the largest number of stores offering curbside pickup. Whole Foods (160) and Food Lion(159) have lowest number of curbside pickup stores.

Clinic and Pharmacy Closures in US – Store Closure Report

Clinic and Pharmacy Closures in US – Store Closure Report

There have been a total of 262 closures of retail health clinics and pharmacies in the United States during March 2020. The state with the most number of store closures in the US is New York with 37 store closures, which is 14% of all store closures in America.

Real Estate Data – Quality and Challenges

Real Estate Data – Quality and Challenges

Real Estate data available online is rife with quality issues and lack of inconsistency. In this post we will demonstrate some of the issues with examples and describe some of the challenges associated with real estate data management – collecting, cleaning, and standardizing real estate data. We will be focusing on the United States market […]

Number of Walmart Stores in USA – 2021 Store Location Analysis

Number of Walmart Stores in USA – 2021 Store Location Analysis

There are 4,674 Walmart stores in the US. Texas (516) is the state with the highest number of stores. The city with the most stores is San Antonio.

Top Fast Food Chains in Canada – Location Analysis

Top Fast Food Chains in Canada – Location Analysis

There are more than 27,000 fast food chains in Canada, with the fast food industry expected to grow at an annualized rate of 3.4%. Take a look at the locations of top fast food chains in Canada – Tim Hortons, Subway, Starbucks, McDonald’s, Dairy Queen, KFC, Dominoes, Pizza Hut, Wendy’s, and Burger King.

Opening Time of Top Fast Food Breakfast Chains

Opening Time of Top Fast Food Breakfast Chains

We used ScrapeHero Store data of top fast-food breakfast chains – Starbucks, McDonald’s, Subway, Chick-fil-A, Dunkin Donuts, Burger King, Taco Bell, Wendy’s, Sonic, and Panera Bread – to find the average number of stores per chain open at a particular time

Top Regional Grocery Chains in the US

Top Regional Grocery Chains in the US

We looked into the locations of regional and independent grocery chains in the Northeastern, Southern, Western, and Midwestern regions of the US.

Dollar Stores and where to find them in US – Location Analysis

Dollar Stores and where to find them in US – Location Analysis

Three major dollar store chains account for more than 32,000 stores – but where are they located? We investigated the current state of dollar stores in America – Dollar General, Dollar Tree, and Family Dollar- observing where these stores are located

Popeyes and Chick-fil-A – Chicken Sandwich Wars Location Analysis

Popeyes and Chick-fil-A – Chicken Sandwich Wars Location Analysis

Popeyes has 2,413 restaurants in 48 states. Chick-fil-A operates in 2,523 chains with the highest per-sale stores than any other fast-food chain. We took a look into the locations of the top contenders in the social media influenced Chicken Sandwich Wars – Popeyes, Chick-fil-A, McDonald’s and Wendy’s.

Turn the Internet into meaningful, structured and usable data