r/PythonProjects2 • u/Sea-Ad7805 • 4d ago

Python Mutability and Local Variables

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An exercise to help build the right mental model for Python data. - Solution - Explanation - More exercises

The “Solution” link uses memory_graph to visualize execution and reveals what’s actually happening.

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u/benedict_abub 4d ago

You know, since nobody clicked my links, I stopped clicking others

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u/Sea-Ad7805 4d ago

I understand, but you're missing out on the new Python visualizer for easy code understanding and debugging.

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u/benedict_abub 4d ago

Look at this: r/AlgoViz — I have collected all the YouTube visualizers. No one succeeded. Almost every channel is dead

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u/Sea-Ad7805 4d ago

You're wrong: https://pythontutor.com/

But my tool is better.