n49o7 - 1 year ago 56

R Question

I have the following data in a data.frame:

`reg id n`

Echo E1 7

Charlie C1 3

Alpha A1 5

Echo E2 1

Alpha A2 4

Charlie C2 9

I am trying to sort it by reg sum first, then by n (both decreasing).

The result would be:

`reg id n`

Charlie C2 9

Charlie C1 3

Alpha A1 5

Alpha A2 4

Echo E1 7

Echo E2 1

Because Charlie has 12, Alpha has 9 and Echo has 8.

So far, I've only been able to group and do the second part of the sorting (through poor use of dplyr). The reg column still gets sorted alphabetically.

Is there an elegant solution to this?

Answer Source

Using dplyr

```
# data
df1 <- read.table(text = "reg id n
Echo E1 7
Charlie C1 3
Alpha A1 5
Echo E2 1
Alpha A2 4
Charlie C2 9", header = TRUE)
library(dplyr)
df1 %>%
group_by(reg) %>%
mutate(nSum = sum(n)) %>%
arrange(-nSum, -n) %>%
select(-nSum)
# Source: local data frame [6 x 3]
# Groups: reg [3]
#
# reg id n
# <fctr> <fctr> <int>
# 1 Charlie C2 9
# 2 Charlie C1 3
# 3 Alpha A1 5
# 4 Alpha A2 4
# 5 Echo E1 7
# 6 Echo E2 1
```