r mutate_each函数已弃用

Question

我使用了tidyverse包中的mutate_each函数，并且收到一条消息，表明该函数已被弃用。我想使用其他不建议更改字段类型的功能。

以下是我目前如何使用mutate_each的可复制示例。

library(tidyverse)

set.seed(123)

df <- data.frame(FirstName = sample(LETTERS[1:2],size=3, replace=TRUE),
             LastName = sample(LETTERS[3:6],size=3, replace=TRUE),
             StartDate =  c("1/31/2000","2/1/2000","3/1/2000"),
             EndDate =   c("1/31/2010","2/10/2011","3/1/2016"),
             stringsAsFactors = FALSE)
str(df)

df %>% mutate_each(funs(as.factor(as.character(.))), 
               c(FirstName:LastName)) %>% 
   mutate_each(funs(as.Date(., format = "%m/%d/%Y",
                       origin = "1899-12-30")), 
          c(StartDate:EndDate))

`mutate_each()` is deprecated.
Use `mutate_all()`, `mutate_at()` or `mutate_if()` instead.
To map `funs` over a selection of variables, use `mutate_at()`...etc

我玩过mutate_all（），mutate_at（）和mutate_if（），但是没有运气。

Answer 1

使用@Chi Pak的注释，可以使用mutate_at函数替换mutate_each函数

library(tidyverse)

set.seed(123)

df <- data.frame(FirstName = sample(LETTERS[1:2],size=3, replace=TRUE),
         LastName = sample(LETTERS[3:6],size=3, replace=TRUE),
         StartDate =  c("1/31/2000","2/1/2000","3/1/2000"),
         EndDate =   c("1/31/2010","2/10/2011","3/1/2016"),
         stringsAsFactors = FALSE)

t1 <- df %>% mutate_each(funs(as.factor(as.character(.))), 
                     c(FirstName:LastName )) %>% 
  mutate_each(funs(as.Date(., format = "%m/%d/%Y",
                       origin = "1899-12-30")), 
          c(StartDate:EndDate))

t2 <- df %>% mutate_at(vars(FirstName:LastName),
                   funs(as.factor(as.character(.)))) %>% 
  mutate_at(vars(StartDate:EndDate),
        funs(as.Date(as.character(.),
                     format = "%m/%d/%Y", origin = "1899-12-30")))

identical(t1,t2)
[1] TRUE