NLP Classification

Deadline: October 25 2024

Install dependencies

Python 3.11

Note Python <= 3.11 is required

pip install -r requirements.txt

Download dataset

In this work the Twitter Sentiment Analysis dataset is used.

mkdir -p data/
pushd data/
    kaggle datasets download -d jp797498e/twitter-entity-sentiment-analysis/
    unzip twitter-entity-sentiment-analysis.zip
    rm -rf twitter-entity-sentiment-analysis.zip
popd

1. EDA
2. 3 ML, 2 NN
3. Improvement
4. Vectorization analysis