Have Good experience developing LinkedIn, Facebook bots, And scrappers for many sites using Google Chrome extension development. I highly recommend using Chrome extension for Scrappers and Bots. Because, it works on real browser and act as real user, rules out need of developing codes for login, loading, parsing, cookie management.
the scrapped data can be saved to a csv file which can be easily imported into any database