Emotion Dataset

This is a dataset that can be used for emoton classification. It has already been preprocessed based on the approach described in paper. It is also stored as a pandas dataframe and ready to be used in an NLP pipeline. The dataset has thousands of tweets each classified in one of 6 emotions. This is a multi class classification problem in the natural language processing domain, using TensorFlow as our machine learning framework.

This dataset is great for starting NLP

PROGRAM STRUCTURE

1. Setup and Imports
2. Importing Data
3. Tokenizer
4. Padding and Truncating Sequences
5. Preparing Labels
6. Creating Model
7. Training Model
8. Evaluating Model

The model is made by using RNN approach