Reorder factor levels by day of the week in R

问题:

I have the following data.frame in R:

> daily
        DoW         Duration
1    Friday 14.0000000000000
2    Monday 21.0000000000000
3  Saturday 12.0000000000000
4  Thursday 28.0000000000000
5   Tuesday 12.0000000000000
6 Wednesday 91.0000000000000
7    Sunday 20.0000000000000

I'd like to change the order of the factor levels so that the weeks are in (US) day-of-week order.

It looks like I can do this in a slow, puzzling way with relevel(). But this only takes 1 numeric argument and moves it to the top. So, relevel(daily$DoW, 7), moves Sunday to the top, but the rest remain unordered (which means I need to relevel it in reverse order).

Doable, but there must be a better way, right?

(Time series solution also acceptable.)

回答1:

You need to specify the levels in factor and then use order with indexing:

daily$DoW <- factor(daily$DoW, levels= c("Sunday", "Monday", 
    "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday"))

daily[order(daily$DoW), ]

回答2:

Instead of a factor, what you want is an Ordered.Factor.

This line of R code converts your DoW variable to an "Ordered Factor":

daily$DoW <- ordered(daily$DoW, levels=c("Monday", "Tuesday", "Wednesday", "Thursday", 
"Friday", "Saturday", "Sunday"))

Now when you use table, plot or any other functions on Dow it will be the order you specified above.