pandas split by space
# importing pandas module
import pandas as pd
# new data frame with split value columns
data["Team"]= data["Team"].str.split(" ", n = 1, expand = True)
# df display
datapandas split by space
# importing pandas module
import pandas as pd
# new data frame with split value columns
data["Team"]= data["Team"].str.split(" ", n = 1, expand = True)
# df display
dataHow to split a text column into two separate columns?
import pandas as pd
df = pd.DataFrame(["STD, City State",
"33, Kolkata West Bengal",
"44, Chennai Tamil Nadu",
"40, Hyderabad Telengana",
"80, Bangalore Karnataka"], columns=['row'])
out = pd.DataFrame(df.row.str.split(' ',2).tolist(),columns=['STD','City','State'])
out.drop(index=0,inplace=True)how to use split in pandas
import pandas as pd
# new data frame with split value columns
data["Team"]= data["Team"].str.split(" ", n = 1, expand = True)
# df display
datadataframe split column
df[['First','Last']] = df.Name.str.split(" ", expand=True)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 0.268974Copyright © 2021 Codeinu
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