Analyzing sentiments of all social media platforms manually is very difficult given the large volumes of data that is there. I know a tool, Bytesview, it can resolve your query. Bytesview is a premium text analysis tool and has multiple services to offer in the text analytics domain.
You can analyze social media sentiments with this application even without having any prior knowledge of coding. you can decide by trying a free demo as well.
Hope my answer helped you.