Yep! And as someone who has worked with these data sets and worked on the scraping tools on services like LinkedIn, a lot of the data is outdated, incorrect, or

Yep! And as someone who has worked with these data sets and worked on the scraping tools on services like LinkedIn, a lot of the data is outdated, incorrect, or mixing together different entities with the same name into one person or splitting the same person into separate entities incorrectly.