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assign vs. shallow vs. deep copy (beginner - intermediate) anthony explains #328
Shallow and Deep Copy Python Programming Tutorial
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Copying Python Object References
Your Lists Are Being Copied WRONG In Python (Shallow Copy VS. Deep Copy)
Shallow Copy VS Deep Copy a Pandas DataFrame in Python | Assignment Vs Shallow Copy VS Deep Copy
Object Reference | Copy Objects in Python
Introduction to Programming with Python: List Aliasing, Pass by Object Reference, Shallow/Deep Copy
python assignment by reference
Shallow vs Deep Copying in Python - Advanced Python 20 - Programming Tutorial
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Last Updated: August 13, 2026
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