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Delete characters on python dataframe, the number of characters removed per line varies

Time:03-12

                          columnA  columnB
0  a1|a2|a3|a4|a5|a6|a7|a8|a9|a10  0
1                   b1|b2||||||||  8
2                 c1|c2|c3|||||||  7
3                   d1|d2||||||||  8
4                   e1|e2||||||||  8
5         f1|f2|f3|f4|f5|f6|f7|||  3
6               g1|g2|g3|g4||||||  6

i want the first line to remove 0 characters to the right, the second line to remove 8 characters to the right, The resulting data will have the following form

                          columnA  columnB
0  a1|a2|a3|a4|a5|a6|a7|a8|a9|a10  0
1                   b1|b2          8
2                 c1|c2|c3         7
3                   d1|d2          8
4                   e1|e2          8
5         f1|f2|f3|f4|f5|f6|f7     3
6               g1|g2|g3|g4        6

Thank you very much everyone. I am a newbie and my English is not very good. Hope everyone can help me

CodePudding user response:

You can use Pandas' string methods on column 'columnA'

rstrip

df.columnA.str.rstrip('|')

0    a1|a2|a3|a4|a5|a6|a7|a8|a9|a10
1                             b1|b2
2                          c1|c2|c3
3                             d1|d2
4                             e1|e2
5              f1|f2|f3|f4|f5|f6|f7
6                       g1|g2|g3|g4
Name: columnA, dtype: object

Not altering df

df.assign(columnA=df.columnA.str.rstrip('|'))

                          columnA  columnB
0  a1|a2|a3|a4|a5|a6|a7|a8|a9|a10        0
1                           b1|b2        8
2                        c1|c2|c3        7
3                           d1|d2        8
4                           e1|e2        8
5            f1|f2|f3|f4|f5|f6|f7        3
6                     g1|g2|g3|g4        6

overwriting df

df['columnA'] = df.columnA.str.rstrip('|')
df

                          columnA  columnB
0  a1|a2|a3|a4|a5|a6|a7|a8|a9|a10        0
1                           b1|b2        8
2                        c1|c2|c3        7
3                           d1|d2        8
4                           e1|e2        8
5            f1|f2|f3|f4|f5|f6|f7        3
6                     g1|g2|g3|g4        6
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