The task is in Analysis.ipynb.
Run it with docker or see the Analysis.html file for static report.
docker build -t raven-image .
docker run -it --rm -p 8888:8888 -v $(pwd):/raven_wd raven-image # run with jupyter notebook
├── Analysis.ipynb # my solution
├── Dockerfile
├── Home Assignment - data scientist May24.pdf
├── README.md
├── requirements.txt
├── src # project source
│ ├── df.parquet.gzip
│ ├── feature_engineering.py
│ ├── __init__.py
│ ├── model.py
│ ├── preprocessor.py
│ └── utils.py
├── static # constants
│ ├── constants.py
└── tests # unittesting
└── test_logic.py