module timeseries.datasets
#
Short summary#
module mlinsights.timeseries.datasets
Datasets for timeseries.
Functions#
function |
truncated documentation |
---|---|
Generates articial data every minutes. |
Documentation#
Datasets for timeseries.
- mlinsights.timeseries.datasets.artificial_data(dt1, dt2, minutes=1)#
Generates articial data every minutes.
- Parameters:
dt1 – first date
dt2 – second date
minutes – interval between two observations
- Returns:
dataframe
<<<
import datetime from mlinsights.timeseries.datasets import artificial_data now = datetime.datetime.now() data = artificial_data(now - datetime.timedelta(40), now) print(data.head())
>>>
time y 0 2023-01-19 08:59:22.324970 1.950824 1 2023-01-19 09:00:22.324970 2.028158 2 2023-01-19 09:01:22.324970 2.007670 3 2023-01-19 09:02:22.324970 1.816325 4 2023-01-19 09:03:22.324970 2.003084