If you want to compare the performance between different Python snippets and plot the results, use perfplot.
Link to perfplot.
My previous tips on code review.
Ruff: The Fast All-in-One Python Code Quality Tool
Optimizing Memory Usage in Python with Slots
heartrate: Real-time Code Visualization in Python
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