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Is there a free open database of all companies/businesses in the world? If not, how would you go about building one, what would you need to do?
You can scrape the following Wikipedia-pages and use the opencorporate-API to build your own/ custom database.
Otherwise, here are some limited but yet useful resources/ datasets:
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