'Why am I getting the value error for DatetimeIndex with a freq not set to None

Getting an error while decomposing in time series.

This is my time series look like...2 years data with some zero values..

enter image description here

This is an error. enter image description here

Please help !

help me removing the error so that I can proceed further



Solution 1:[1]

As mentioned in the comments, it seems like the Date index column is not of DatetimeIndex type.

You could use:

    import pandas as pd
    
    ts.index = pd.to_datetime(ts.index)

This is assuming Date is the index column. If not, then first use ts.set_index() function.

Solution 2:[2]

Use pd.Series.asfreq:

ts = ts.asfreq('d') 

to add a frequency to your DateTimeIndex of this pd.Series

Sources

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Source: Stack Overflow

Solution Source
Solution 1 bguiz
Solution 2 Scott Boston