Visualizing your Python code with 'Python Tutor'

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📊 Enjoyed learning about the Python Tutor? Take your Python skills further!

- New Python insights every Monday
- Actionable suggestions to make you a more fluent Python coder
- Deep explanations that go beyond basic syntax

- Dozens of courses covering Python, Git, and Pandas
- Twice-monthly office hours for personalized help
- Exclusive members-only lectures
- Private Discord community for ongoing support

👉 Join other Python developers improving their skills today!

ReuvenLerner
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Wow! it helps me a lot to understand my code as a beginner! Thank you so much for recommending this great website sir!

trickyepithet
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It is my first time commenting! Thanks for your videos, i really enjoy them!. I have used Python Tutor before, it is awesome how the visual feedback helps you to catch way better concepts. I tend to recommend it every time i can.

ReddmarQuevedoCarrasquero
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Awesome explanation! Very informative!

mrhitech
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i am unable to give user inputs in this. is it possible to give user inputs? or we just have to do static programming?

Theexpresso
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Yeh, I am using it, really great tool for me, as i am not from programming background, is this only one visualizer available on whole world right now? but really great and i love it, thanks to Python Tutor.

may almighty God give reward to all who provide knowledge for free.

Thanveerkamal
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Excellent and will help to new programmers!!

rajanbabur
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is a "return" keyword a local variable(working behind the scenes)? I know that when we encountered the "return" keyword the function stops execution and send back the result of the function call(return value) to the place where the function was originally called. There is no any clear answer, on google, but i guess it's just a local variable in order to stop and return a value. Is that wrong through my assumption ?

ВисалИнг
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Sir it does not support open method, sys module, paperclip and shelve module.I am in a fix

kiranmayruj
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Sir, is it possible for you to briefly discuss the source code of this website . I am trying develop a similar website to visualize code . Thanks

ms
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Do you know of any library for Python that behaves like Visualize Ruby gem by Dustin Zeisler which allows you to generate flowcharts from Ruby code and experimentally trace the execution path through it?

encapsulatio
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Hi, this is a super helpful website, but I am unable to visualize Binary tree problems, if you are aware and have tried, could you please guide me here? Thanks in advance!

pranit_
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i use this visualizator too. but it looks old now . 3.6 version..

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