[Air-L] Text/Data Mining Software Suggestions: for YouTube, Facebook & Instagram?

Dear Colleagues, Advance apologies if this question has been addressed (as I am certain it has been) in some previous forum/email---does an easy to use text/data mining software/platform exist that works across these 3 social media platforms: YouTube, Facebook & Instagram? I would like to collect data on alphabetic features but also paralinguistic features such as likes, shares, etc. Any suggestions whatsoever for a text/data mining beginner would be greatly appreciated (videos, lectures to this end also appreciated!) Warm thanks- Cristina Migliaccio