Shallow Copy VS Deep Copy a Pandas DataFrame in Python | Assignment Vs Shallow Copy VS Deep Copy

Many of the times it will happen when you want to make some experimental changes in the Python Pandas Dataframe but at the same time you might like or might not like to let that changes happen in original dataframe, that's where this video is going to help you learn creating duplicate dataframe using any one of the three methods whichever you like and understanding the consequences or what will happen when you create a duplicate using any of these methods and you make some changes in the new dataframe.

This video covers the following:

00:00 - Introduction
01:41 - Create duplicate/copy of dataframe using equals to/assignment operator/=
02:24 - Making changes in an existing column in new dataframe and validating it
03:02 - Validating the changes in original dataframe if that is reflecting over there or not
03:41 - Adding a new column in new dataframe and validating it
04:09 - Validating if the new column have been added in old dataframe as well or not
05:05 - Create duplicate/copy of dataframe using shallow copy
06:01 - Making changes in an existing column in new dataframe and validating it
06:23 - Validating the changes in original dataframe if that is reflecting over there or not
06:36 - Adding a new column in new dataframe and validating it
07:12 - Validating if the new column have been added in old/original dataframe as well or not
07:57 - Create duplicate/copy of dataframe using deep copy
08:56 - Making changes in an existing column in new dataframe and validating it
09:17 - Validating the changes in original dataframe if that is reflecting over there or not
09:37 - Adding a new column in new dataframe and validating it
10:03 - Validating if the new column have been added in old/original dataframe as well or not
10:17 - Summarizing the differences among creating duplicate dataframe using assignment operator or equals sign and shallow copy and deep copy

You can find the script used in this video at below location:

You can find the excel file, for the datafame used in this video, at below link:

Contacts:

#Learnerea #Python #ShallowCopy #DeepCopy #CopyUsingAssignmentOperator #Python #Pythontutorial #Pythononlinetraining #Pythonforbeginners #PythonProgramming #PythonMatplotlib

[jesusloaiza]

I like your introductory explanation. Good luck with your channel!!!

[yaseenijaz]

Do Shallow Copy work in jupyter notebook because for me its just doing deep copy even if i give deep=False