LinkedIn is the ocean of real data in the form of profiles, groups, and pages. You can scrape this data from LinkedIn with the best LinkedIn scraping tools. There are hundreds of LinkedIn data mining tools available on the internet to scrape data from LinkedIn. However, not all of them are worth your time and money and as such, I will only be recommending 3 of the best LinkedIn crawlers out there – that have been tested and trusted.