Final Call - Date & Day of Week( Numeric /or Categorical) ?

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Pragati Mungekar

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Nov 19, 2020, 10:32:35 AM11/19/20
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Dear Team,

Please let us know
the if Date & Days of Week both are Categorical Variables for this Qualifier ?

Thanks & Regards,
Pragati.

Sanchi Priyanshu

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Nov 19, 2020, 11:52:33 AM11/19/20
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plaease reply asap

Parashmani Datta

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Nov 20, 2020, 12:21:43 AM11/20/20
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I hope days are categorical and ordinal as in order and dates are like year which is numerical interval scale
Regards.

Statistics 1 Support 1

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Nov 20, 2020, 12:33:11 AM11/20/20
to Discussion forum for Statistics for Data Science I, Parashmani Datta, mungekar...@gmail.com
Hi,
The date can be considered both categorical or numerical variables depending on the context of the problem. Categorical: Suppose the data is only a particular day of the week and is captured in that way. Then the data can be easily converted to a category (day) of the week. Again, the context is important. Obviously date is ordinal, as there is an order if the date is recorded with an order. 
 Generally, date is an interval variable as there is no absolute zero and the difference makes sense. I.e difference between 13 October and 12 October would be the same as the difference between 10 October and 9 October. When referring to Time and Date as variables, the context is extremely important.

Day of the week is a categorical variable.

Thanks,
Nitin Jha
Course support team
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