Concatenating all rows within a group using dplyr

问题

Suppose I have a dataframe like this:

hand_id card_id card_name card_class
A       1       p          alpha
A       2       q          beta
A       3       r          theta
B       2       q          beta
B       3       r          theta
B       4       s          gamma
C       1       p          alpha
C       2       q          beta

I would like to concatenate the card_id, card_name, and card_class into one single row per hand level A, B, C. So the result would look something like this:

hand_id  combo_1  combo_2  combo_3
A        1-2-3    p-q-r    alpha-beta-theta
B        2-3-4    q-r-s    beta-theta-gamma
....

I attempted to do this using group_by and mutate, but I can't seem to get it to work

    data <- read_csv('data.csv')
    byHand <- group_by(data, hand_id) %>%
      mutate(combo_1 = paste(card_id), 
             combo_2 = paste(card_name),
             combo_3 = paste(card_class))

Thank you for your help.

回答1:

You were kind of close!

library(tidyr)
library(dplyr)

data <- read_csv('data.csv')
byHand <- group_by(data, hand_id) %>%
    summarise(combo_1 = paste(card_id, collapse = "-"), 
              combo_2 = paste(card_name, collapse = "-"),
              combo_3 = paste(card_class, collapse = "-"))

or using summarise_each:

 byHand <- group_by(data, hand_id) %>%
        summarise_each(funs(paste(., collapse = "-")))

回答2:

Here is another option using data.table

library(data.table)
setDT(data)[, lapply(.SD, paste, collapse="-") , by = hand_id]
#     hand_id card_id card_name       card_class
#1:       A   1-2-3     p-q-r alpha-beta-theta
#2:       B   2-3-4     q-r-s beta-theta-gamma
#3:       C     1-2       p-q       alpha-beta

回答3:

Not very familiar with dplyr... so here's my attempt without dplyr

df <- read_csv('data.csv')

res <- lapply(split(df, df$hand_id),function(x){
    sL <- apply(x[,-1], 2, function(y) paste(y, collapse = "-"))
    d <- data.frame(x$hand_id[1], rbind(sL))
    names(d) <- c("hand_id", "combo_1", "combo_2", "combo_3")
    return(d)
})
res <- do.call("rbind",res)
rownames(res) <- NULL

Here's the output:

##   hand_id combo_1 combo_2          combo_3
## 1       A   1-2-3   p-q-r alpha-beta-theta
## 2       B   2-3-4   q-r-s beta-theta-gamma
## 3       C     1-2     p-q       alpha-beta

来源：https://stackoverflow.com/questions/40033625/concatenating-all-rows-within-a-group-using-dplyr

标签

dplyr

tidyr