TimeFeatureGenerator

Description

This API performs a preprocessing function that creates time features using the time index values of the data.

A total of 10 time features are generated.

  • SecondOfMinute
  • MinuteOfHour
  • HourOfDay
  • DayOfWeek
  • WeekdayAndWeekend
  • DayOfMonth
  • DayOfYear
  • MonthOfYear
  • WeekOfYear
  • SeasonOfYear

Refer to the code file for detailed calculation processes.

API module path

from api.v2.Preprocessing.Make_Time_Feature import TimeFeatureGenerator

Parameters

time_index

  • Input the time index part of the time series DataFrame.
  • Example
    • time_index = df.index

Example Sample Code (Python)

Results

Check the entire module code.

datahub/api/v2/Preprocessing/Make_Time_Feature.py at main · machbase/datahub
All Industrial IoT DataHub with data visualization and AI source - machbase/datahub

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