The data set is available at https://www.kaggle.com/datasets/praveengovi/emotions-dataset-for-nlp. This is a project for the Deep Learning course at the Higher School of Technology of Meknes. The goal of this project is to classify the emotion of a text. The data set contains 20_000 tweets, each of which is labeled with one of the following emotions: 'sadness', 'anger', 'love', 'surprise', 'fear', 'joy'.
The code is written in Python 3.6.8. To run the code, you need to install the following dependencies:
- numpy
- pandas
- sklearn
- keras
- nltk
- matplotlib
- seaborn