To import your LinkedIn data, you must first request your data archive. Go to Settings and Privacy in the LinkedIn menu and navigate to the section How LinkedIn uses your data. Under Download your data, select The works: All of the individual files plus more and submit your request. Within a few days, you can download your data archive and import the ZIP file to BitsaboutMe. Detailed instructions can be found here.