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.

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.

Number of Kroger stores in USA – 2021 Store Location Analysis

Number of Kroger stores in USA – 2021 Store Location Analysis

There are 3,242 Kroger owned stores in the US. The largest chains under Kroger company are Kroger (1,348), Harris Teeter(250), and Little Clinic (225).

Where should MOD Pizza open new stores?

Where should MOD Pizza open new stores?

MOD Pizza has 431 stores across 28 states and 350 cities. ScrapeHero is suggesting 190 locations where MOD Pizza could expand using location intelligence

Number of Whole Foods in USA – 2021 Store Location Analysis

Number of Whole Foods in USA – 2021 Store Location Analysis

Whole Foods Market has about 503 stores as on 2nd February, 2021. California has the most number of Whole Foods market locations with 92 stores, followed by Texas and Massachusetts.

McDonald’s Canada – a location-data based summary

McDonald’s Canada – a location-data based summary

The history of McDonald’s in Canada dates all the way back to 1967 when their first outlet outside the US opened at No.3 Road in Richmond, British Columbia. 51 years later, McDonald’s Restaurants of Canada has become a major part of the country’s fast food industry and serves about three million guests every day. Canada […]

Fast Casual Dining – A quick look at the winner

Fast Casual Dining – A quick look at the winner

Panera Bread, Jimmy John’s, Chipotle, Qdoba and Buffalo Wild Wings are some of the biggest fast casual restaurant chains in the US. After the 2008 recession, the fast-casual business has been on the rise. To know why, we took a look at the number of restaurants each brand has, the revenue generated, their locations and amenities provided and also the major trends in the business.

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