Panda beginner here.
I have below dataframe
Column1 | Column2 | Column3 | Column12 | Column13 |
---|---|---|---|---|
A | C | E | G | I |
B | D | F | H | J |
I want to modify data if the column satisfy certain conditions. For example
If column.contains('2', case=False)
then I want to change the data value to 3
Expected result:
Column1 | Column2 | Column3 | Column12 | Column13 |
---|---|---|---|---|
A | 3 | E | 3 | I |
B | 3 | F | 3 | J |
Use str.contains
with boolean indexing
:
df.loc[:, df.columns.str.contains('2', case=False)] = 3
NB. case does not matter for 2
.
output:
Column1 Column2 Column3 Column12 Column13
0 A 3 E 3 I
1 B 3 F 3 J