This is a first GUI based tool for sentiment prediction of tweets using a model trained on research level tweet sentiment data. The tool allows a user to incrementally update the model with more information. It also supports a sentiment based timeline visualization of tweets.
All kind of feedback in welcome. Do contribute to the repository if you like.