In which one situation below would be the most appropriate to treat date as a category variable instead of a quantitative continuous variable?
1) Total annual sales for the year in order of best year to worst year.
2) Total sales for the decade in order of decade.
3) Sales in January 1st of each year in order from 2000 to 2020.
4) Sales at randomly chosen dates throughout the year, in date order.