My personal bank only serve xls files containing the statement with expenses. But I use another service to keep track of them, which currently accepts a csv file. So, this repository contains a script for converting a xls (full of noise) statement into a well treated csv file.

Build the Docker image

docker build -t jupyter-csv .

This image contains the necessary libraries for the conversion and also offers a personal Jupyter Server with JupyterLab frontend.

docker run -it -p 8888:8888 --volume="$PWD:/app" jupyter-csv

Start the server and copy/paste the url with the token into your browser.