Looks advanced what you are doing there.

You might want to check augmento.ai

API with 93 sentiments measured from Twitter, Reddit, Bitcointalkt:
http://api-dev.augmento.ai/v0.1/documentation#rest-api-endpoints

Quickstart to backtest automated strategies based on sentiment:
https://github.com/augmento-ai/quant-reseach