General framework to test sentiment analysis libraries
Comparing TextBlob to Vlader Sentiment Analysis.
Final Observations :
TextBlob ended up being more accurate than Vlader however Vlader was twice as fast. Feel free to change the threshold values and experiment with your own dataset.