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jayasin...@gmail.com

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Nov 7, 2020, 1:57:03 PM11/7/20
to Discussion forum for Statistics for Data Science I
Could anyone pls clear the below doubts?
1.Is date and day categorical and numerical data?
2.why in interval scale of measurement ratios have no meaning and why the value of zero is arbitrary?
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Statistics 1 Support 1

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Nov 8, 2020, 2:20:35 AM11/8/20
to Discussion forum for Statistics for Data Science I, jayasin...@gmail.com
Hi
o Date can be considered both categorical or numerical variable depending on the context of the problem.
o 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.
o Obviously date is ordinal, as there is an order if the date is recorded with an order
o Generally, the 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.
o When referring to Time and Date as variables, the context is extremely important.

Day is a categorical variable since they are just categories.

If the ratio between values of a numerical variable does not make any sense then that variable has interval scale of measurement
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