Originally posted here, where you can read many comments.
A few data sets are accessible from our data science apprenticeship web page.
You can find additional data sets at the Harvard University Data Science website. I was particularly interested in their LinkedIn data set. KDNuggets is also a great resource, and for more, check out this link.
Cross-disciplinary data repositories, data collections and data search engines:
Single datasets and data repositories