In early April, 2018 I wrote a Python script to step through the store locator on the toysrus.com website.
I have curated this dataset and made it available here as a point-in-time snapshot of where Toys “R” Us stores existed on April 2, 2018.
Here is a my blog post on this project: https://www.linkedin.com/pulse/snapshot-toys-r-us-store-locations-april-2018-sean-maday/