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It seems most of the jobs are clustered around lower Manhattan - not because that's where the jobs are, but because that is where the location "New York City" geocodes to.
This is cool! I'm wondering how did you pull the data from glassdoor btw such as company rating and reviews? I don't think they have an API and they have some pretty rough anti scraping protections.