Sometimes when working with DataFrames we might want to change or reverse the order of the column of the dataframe. In this article, let’s see how to reverse the order of the columns of a dataframe. This can be achieved in two ways –
Method 1: The sequence of columns appearing in the dataframe can be reversed by using the attribute.columns[::-1] on the corresponding dataframe. It accesses the columns from the end and outer dataframe[…] reindexes the dataframe using this new sequence provided.
Example:
Python3
# importing required modulesimport pandas as pddataframe = pd.DataFrame([[1, 'A', "Student"], [2, 'B', "Tutor"], [3, 'C', "Instructor"]])print("Original DataFrame")display(dataframe)# reversing the dataframeprint("Reversed DataFrame")display(dataframe[dataframe.columns[::-1]]) |
Output:
Method 2: iloc indexer can also be used to reverse the column order of the data frame, using the syntax iloc[:, ::-1] on the specified dataframe. The contents are not preserved in the original dataframe.
Python3
# importing required modulesimport pandas as pddataframe = pd.DataFrame([[1, 'A', "Student"], [2, 'B', "Tutor"], [3, 'C', "Instructor"]])print("Original DataFrame")display(dataframe)# reversing the dataframeprint("Reversed DataFrame")display(dataframe.iloc[:, ::-1]) |
Output:
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