I built an app using streamlit, transformers, and tweepy. This app takes a string as input and fetches the top n(max.50) tweets from Twitter based on the given string, calculates the sentiment of that tweet, and outputs a dataframe with the tweet and its corresponding sentiment.
check the app here -
I wrote a blog explaining the app here. - please go through this too
Live Twitter Sentiment Analyzer with Streamlit, Tweepy and Huggingface (analyticsvidhya.com)