I am trying to convert utc time to local time. This is what I had before
df_combined_features['timestamp'][1:10]
2013-01-24 2013-01-24 11:00:00
2013-04-25 2013-04-25 10:00:00
2013-07-25 2013-07-25 10:00:00
2013-10-24 2013-10-24 10:00:00
2014-01-30 2014-01-30 11:00:00
2014-04-24 2014-04-24 10:00:00
2014-07-24 2014-07-24 10:00:00
2014-10-23 2014-10-23 10:00:00
2015-01-27 2015-01-27 11:00:00
This is what I did
df_combined_features['time_stamp'].tz_localize('US/Central')[1:10]
2013-01-24 00:00:00-06:00 2013-01-24 11:00:00
2013-04-25 00:00:00-05:00 2013-04-25 10:00:00
2013-07-25 00:00:00-05:00 2013-07-25 10:00:00
2013-10-24 00:00:00-05:00 2013-10-24 10:00:00
2014-01-30 00:00:00-06:00 2014-01-30 11:00:00
2014-04-24 00:00:00-05:00 2014-04-24 10:00:00
2014-07-24 00:00:00-05:00 2014-07-24 10:00:00
2014-10-23 00:00:00-05:00 2014-10-23 10:00:00
2015-01-27 00:00:00-06:00 2015-01-27 11:00:00
I think it did the right thing, but I dont understand the output format. In particular
1) Why do the converted cols appear as the new index?
2) I understand that -06:00 (in the last row) is an hour shift, so the time is 6:00 am, how do I retrieve that information, the exact local time?
Desired output, I want the exact time to be posted, including the offset from utc. local time utc time
2013-01-24 05:00:00 2013-01-24 11:00:00
2013-04-25 05:00:00 2013-04-25 10:00:00
2013-07-25 05:00:00 2013-07-25 10:00:00
2013-10-24 05:00:00 2013-10-24 10:00:00
2014-01-30 05:00:00 2014-01-30 11:00:00
2014-04-24 05:00:00 2014-04-24 10:00:00
2014-07-24 05:00:00 2014-07-24 10:00:00
2014-10-23 05:00:00 2014-10-23 10:00:00
2015-01-27 05:00:00 2015-01-27 11:00:00