If you are searching how to remove outliers fast to of your table try this code
The function gets
pandas DataFrame with id index and numric features
calculetion:
the calculation for the removable is 2 standard deviation
barel-mishal
/ Description what function gets.md
Last active
October 30, 2021 12:21
Optimized removable of outliers to every feature on each id in the table with Numpy and pandas
View Result.md
Inpute
DatetimeIndex(['2021-10-10 07:47:00', '2021-10-10 07:47:00',
'2021-10-10 07:47:00', '2021-10-10 07:47:00',
'2021-10-10 07:47:00', '2021-10-10 07:47:00',
'2021-10-10 07:47:00', '2021-10-10 07:47:00',
'2021-10-10 07:47:00', '2021-10-10 07:47:00',
...
'2021-10-17 09:07:00', '2021-10-17 09:07:00',
'2021-10-17 09:07:00', '2021-10-17 09:07:00',