How can we convert the timedelta data in column 'time' to 'time_2' in AM/PM format?
index time time_2
0 0 days 05:11:00 5:11 AM
1 0 days 05:12:00 5:12 AM
2 0 days 05:13:00 5:13 AM
3 0 days 05:14:00 5:14 AM
4 0 days 05:15:00 5:15 AM
5 0 days 05:16:00 5:16 AM
6 0 days 15:17:00 3:17 PM
7 0 days 15:18:00 3:18 PM
8 0 days 15:19:00 3:19 PM
9 0 days 15:20:00 3:20 PM
You can add (some day), then strftime:
df['time'].add(pd.Timestamp.now().normalize()).dt.strftime("%I:%M %p")
Output:
0 05:11 AM
1 05:12 AM
2 05:13 AM
3 05:14 AM
4 05:15 AM
5 05:16 AM
6 03:17 PM
7 03:18 PM
8 03:19 PM
9 03:20 PM
Name: time, dtype: object
Note: You may need to watch out for day-light saving time.