Location Data Analysis


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 Grocery Chains in the US – Location Analysis

The Largest Grocery Chains in the US – Location Analysis

There are more than 18k grocery chains in US. Walmart (4,676) is the largest grocery chain in the US. California has most grocery stores (16.6K).

Largest Hotel Chains in the US – Location Analysis

Largest Hotel Chains in the US – Location Analysis

There are 21,997 hotels in the US. Texas (2.4K) is the state with the most number of hotels. The largest hotel chain is Wyndham with 6,367 locations.

Top Supermarket Chains in the UK – Location Analysis

Top Supermarket Chains in the UK – Location Analysis

We analyzed a total of 12,704 supermarkets from 8 chains in the UK. Co-operative Food is the largest supermarket chain with 3,819 locations. 7.5% of supermarkets are located in London.

Largest Auto Parts Stores in the US – Location Analysis

Largest Auto Parts Stores in the US – Location Analysis

There are more than 24,977 Auto Parts stores in the US. AutoZone is the largest Auto Parts store with 5,314 stores. Texas (2.1K) is the state with the most number of Auto Parts stores

Largest Home Improvement Stores in the US

Largest Home Improvement Stores in the US

There are more thanĀ 17,000 home improvement stores in the US. Ace Hardware is the largest home improvement store chain. California (1.2K) has the highest number of stores.

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.

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.

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.

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