pandas datafrme converting some columns to int when it is float code example

Example 1: how to convert a pandas series from int to float in python

df['DataFrame Column'] = df['DataFrame Column'].astype(float)

Example 2: convert float to integer pandas

>>> df
          A         B     C         D
0  0.475103  0.355453  0.66  0.869336
1  0.260395  0.200287   NaN  0.617024
2  0.517692  0.735613  0.18  0.657106
>>> df[list("ABCD")] = df[list("ABCD")].fillna(0.0).astype(int)
>>> df
   A  B  C  D
0  0  0  0  0
1  0  0  0  0
2  0  0  0  0

Tags:

Python Example

Related