Convert timedelta64[ns] column to seconds in Python Pandas DataFrame

Question

A pandas DataFrame column duration contains timedelta64[ns] as shown. How can you convert them to seconds?

0   00:20:32
1   00:23:1         


        

Answer 1

Use the 'total_seconds()' function :

df['durationSeconds'] = df['duration'].dt.total_seconds()