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Showing posts with label selection. Show all posts

Monday, March 12, 2012

Key time column for time series algorithm

Hi, all experts here,

Thank you very much for your kind attention.

I am confused on key time column selection. e.g, I want to predict monthly sales amount, then what column in date dimension should I choose to be the key time column? Is it calendar_date (the key of date dimension) column or calendar_month?

Thanks a lot for your kind advices and help and I am looking forward to hearing from you shortly.

With best regards,

Yours sincerely,

Key Time is the column that sorts your data in a series and the granularity for the column should be the same as your data. Since in your example you're predicting Monthly Sales, the Key Time should be the calendar_month.

However, the data type for key time is required to be sortable, i.e. long, double or datetime.

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Hi, Shuvro,

Thanks a lot for your kind advices.

With best regards,

Yours sincerely,