Organizing a Sprawling Jupyter Notebook in VS Code

I’ve been using a single Jupyter Notebook for my projects, and it’s become a massive file with everything from data loading to final analysis. My typical workflow starts with importing data, cleaning it, saving intermediate results in pickle files, and then building on those for transformations, analysis, and visualizations. While this approach works, it’s getting messy. Some parts are reusable, while others are exploratory. Keeping everything in one place is convenient but chaotic. How would you structure a project like this while keeping Jupyter’s flexibility?

Move reusable code into Python files to minimize the amount of code in the notebook.

Masitsa said:
Move reusable code into Python files to minimize the amount of code in the notebook.

@Blaine
This is amazing. Thanks for sharing!

@Blaine
Incredible tool. Thanks for the tip.

@Blaine
This is exactly the kind of response I was hoping for.

@Blaine
I’ve used Jupyter for years and never knew about this. Thanks!

@Blaine
This is brilliant. Game-changer for me.