We were given a messy CSV file, and our four main objectives were:
- Clean up the CSV file, taking into account duplicates, formatting errors, and data types
- Visualize and analyze the data
- Create a prediction model (delays)
- Create a backend dashboard to facilitate visualization
python3 -m venv venvpython3 venv/bin/activatepip3 install -r requirements.txt
pip install -r requirements.txt
jupyter notebook tardis_eda.ipynb
jupyter notebook tardis_model.ipynb
Without interface :
jupyter nbconvert --to notebook --execute tardis_eda.ipynb
jupyter nbconvert --to notebook --execute tardis_model.ipynb
python3 tardis_dashboard.py