Linkedout: See how much data LinkedIn has on you

This is a free open source privacy first app that you can either run locally or as a Chrome Extension. There's so much data that you can practically reconstruct LinkedIn (profile, network, jobs, messages) and more (IP addresses, private contacts, etc)