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Sorting and Restructuring DataFrames
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Pandas DataFrame | swapaxes method
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schedule Jul 1, 2022
Last updated Python●Pandas
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expand_more Pandas DataFrame.swapaxes(~)
method swaps the rows and the columns of the DataFrame.
NOTE
Opt to use DataFrame.transpose(~)
to flip the rows and columns.
Parameters
1. axis1
| int
Set either 0
or 1
.
2. axis2
| int
Set 0
if axis1=1
and 1
if axis1=0
.
3. copy
| boolean
| optional
Whether or not to create a new copy of the source DataFrame. Note that a copy represents a new DataFrame, that is, modifying the transpose would not mutate the original DataFrame and vice versa.
By default, copy=True
.
Return value
A DataFrame with the rows and columns flipped.
Examples
Consider the following DataFrame:
df
A B0 3 51 4 6
To flip the rows and columns of df
:
df.swapaxes(axis1=1, axis2=0)
0 1A 3 4B 5 6
Published by Isshin Inada
Edited by 0 others
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Official Pandas Documentation
https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.swapaxes.html
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