The project is deployed here
Have fun checking it !
About Dataset Dataset link:
The dataset was quite imbalance with around 4000 negative labels out of 32000 labels.
Model :Extreme Gradient Boosted on Tree.
Use: To analyse the essential sentiment of a tweet or few lines.