comment-emotion-analysis

Summary

A simple Machine learning application to predict the emotion from a user's comment.

Streamlit web app

Training dataset

Emotion dataset for NLP multi-class classification with six classes:

• joy
• love
• sadness
• fear
• surprise
• anger

The dataset is available on Kaggle: https://www.kaggle.com/praveengovi/emotions-dataset-for-nlp

Machine learning model

• NLP processing
• Linear SVC

Task list

• Train model
• Develop Streamlit web interface

Repository content

• Jupyter notebook with data pre-processing and model training
• app folder with streamlit web app script