Hello, Dear.
Thanks for your posting the project "Sentiment analysis on twitter".
I am a NLP, Machine learning, Data Mining, Data Science, Data Visualization Expert.
As I have expertise with Sentiment Analysis, I have ever used the Bert, Textblob, nltk, etc.
I would like to discuss more detail with chat.
Sincerely.