To convert the DateTimeIndex to Series excluding the TimeZone, use the datetimeindex.tz_convert(None).to_series(). The tz.convert(None) is used to exclude the timezone.
At first, import the required libraries −
import pandas as pd
Create a DatetimeIndex with period 5 and frequency as S i.e. seconds −
datetimeindex = pd.date_range('2021-10-18 07:20:32.261811624', periods=5, tz='Australia/Adelaide', freq='40S')
Display DateTimeIndex −
print("DateTimeIndex...\n", datetimeindex)
Convert DateTimeIndex to Series. Use the "tz_convert()" and set it to "None" to exclude the TimeZone −
print("\nDateTimeIndex to series excluding the TimeZone...\n", datetimeindex.tz_convert(None).to_series())
Example
Following is the code −
import pandas as pd # DatetimeIndex with period 5 and frequency as S i.e. seconds # timezone is Australia/Adelaide datetimeindex = pd.date_range('2021-10-18 07:20:32.261811624', periods=5, tz='Australia/Adelaide', freq='40S') # display DateTimeIndex print("DateTimeIndex...\n", datetimeindex) # display DateTimeIndex frequency print("DateTimeIndex frequency...\n", datetimeindex.freq) # Convert DateTimeIndex to Series # Use the "tz_convert()" and set it to "None" to exclude the TimeZone print("\nDateTimeIndex to series excluding the TimeZone...\n", datetimeindex.tz_convert(None).to_series())
Output
This will produce the following code −
DateTimeIndex... DatetimeIndex(['2021-10-18 07:20:32.261811624+10:30', '2021-10-18 07:21:12.261811624+10:30', '2021-10-18 07:21:52.261811624+10:30', '2021-10-18 07:22:32.261811624+10:30', '2021-10-18 07:23:12.261811624+10:30'], dtype='datetime64[ns, Australia/Adelaide]', freq='40S') DateTimeIndex frequency... <40 * Seconds> DateTimeIndex to series excluding the TimeZone... 2021-10-17 20:50:32.261811624 2021-10-17 20:50:32.261811624 2021-10-17 20:51:12.261811624 2021-10-17 20:51:12.261811624 2021-10-17 20:51:52.261811624 2021-10-17 20:51:52.261811624 2021-10-17 20:52:32.261811624 2021-10-17 20:52:32.261811624 2021-10-17 20:53:12.261811624 2021-10-17 20:53:12.261811624 Freq: 40S, dtype: datetime64[ns]