[英]dplyr group by multiple variables summarise by multiple variables
New to R. Using dplyr, trying to group_by multiple variables, summarize by multiple variables, multiple functions. R的新手。使用dplyr,尝试对多个变量进行group_by,对多个变量,多个函数进行汇总。
This works as expected 这按预期工作
mtcars %>%
+ group_by(cyl,hp) %>%
+ summarise(min_mpg = min(mpg) , min_disp = min(disp), max_mpg = max(mpg) , max_disp = max(disp))
But when I try to replicate with my df 但是当我尝试用df复制时
vmp %>%
+ group_by(Priority,LOS) %>%
+ summarise(inv_total = sum(Inv_Total), sr_count = count(SR_Nmbr))
I receive this error: 我收到此错误:
Error in summarise_impl(.data, dots) : Evaluation error: no applicable method for 'groups' applied to an object of class "factor". summarise_impl(.data,点)中的错误:评估错误:没有将适用于“组”的适用方法应用于“因子”类的对象。
What am I doing wrong? 我究竟做错了什么? Thx 谢谢
library(dplyr)
vmp %>%
mutate(Inv_Total=as.numeric(as.character(Inv_Total))) %>%
group_by(Priority,LOS) %>%
summarise(sr_count=n(),
inv_total=sum(Inv_Total))
We can use type.convert
to convert the column types automatically 我们可以使用type.convert
自动转换列类型
vmp %>%
mutate_all(funs(type.convert(as.character(.), as.is = TRUE))) %>%
group_by(Priority, LOS) %>%
summarise(inv_total = sum(Inv_Total), sr_count =n())
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