All 173 coffeehouse chains worldwide from the Wikipedia list: founding year, country of origin, founders, number of locations, website, and products, pulled from each chain's article.
173 rows in one CSV file, with 8 columns in total: Restaurant, Year_Founded, Country_Origin, Founder, Number_of_Locations, Website, Products, Chain_URL.
It is built by programmatically scraping en.wikipedia.org, last pulled on 2026-08-27. Datasets are versioned; older versions stay downloadable.
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Yes. The exact Python scraper that built it is viewable on the dataset page by any signed-in member, so every number is reproducible.
Automated scraping leaves room for error and the underlying sources change over time, so no version is guaranteed accurate or complete. If a number matters, verify it against the original source.