Split a pd dataframe

In [255]: df = pd.DataFrame(np.random.rand(5, 6), columns=list('abcdef'))

In [256]: df
Out[256]:
          a         b         c         d         e         f
0  0.823638  0.767999  0.460358  0.034578  0.592420  0.776803
1  0.344320  0.754412  0.274944  0.545039  0.031752  0.784564
2  0.238826  0.610893  0.861127  0.189441  0.294646  0.557034
3  0.478562  0.571750  0.116209  0.534039  0.869545  0.855520
4  0.130601  0.678583  0.157052  0.899672  0.093976  0.268974

In [257]: dfs = np.split(df, [4], axis=1)

In [258]: dfs[0]
Out[258]:
          a         b         c         d
0  0.823638  0.767999  0.460358  0.034578
1  0.344320  0.754412  0.274944  0.545039
2  0.238826  0.610893  0.861127  0.189441
3  0.478562  0.571750  0.116209  0.534039
4  0.130601  0.678583  0.157052  0.899672

In [259]: dfs[1]
Out[259]:
          e         f
0  0.592420  0.776803
1  0.031752  0.784564
2  0.294646  0.557034
3  0.869545  0.855520
4  0.093976  0.268974

Source: stackoverflow.com

Similar codes

5 votes309 views6 answers
Python pytube
Python
0 vote315 views1 answer
Deep clone 2d list python
Python
1 vote285 views1 answer
Why is python so popular
Python
0 vote333 views1 answer
Django models for existing database
Python
0 vote322 views2 answers
Python convert string to list of dictionaries
Python
5 votes312 views2 answers
Groupby and list
Python
0 vote318 views1 answer
Beautifulsoup remove tag with class
Python
0 vote290 views1 answer
How to store svgs in django image field with SVGAndImageFormField
Python
19 votes309 views4 answers
How to use python to sleep if the user is not using the system
Python
0 vote396 views1 answer
Flask minimal install
Python Flask