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I used to hate complex spreadsheet formulas and then I found Python in Excel

Excel is my database, Python is my brain.
GitHub

Data validation using Python type hints.

Pydantic V2 is a ground-up rewrite that offers many new features, performance improvements, and some breaking changes compared to Pydantic V1.
GitHub

plotly.py

Built on top of plotly.js, plotly.py is a high-level, declarative charting library. plotly.js ships with over 30 chart types, including scientific charts, 3D graphs, statistical charts, SVG maps, ...