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设置新计算变量的名称并使用函数赋值

function r
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  • Sandhya Ghildiyal  · 技术社区  · 5 年前

    我正在编写一个函数,它使用来自两个数据集(RawDataSplit和Hierarchy)的引用。所有这些数据集都是连接的。我需要根据将应用于所有选定列的函数汇总数据。我正在使用 summarise_ 这样做。

    然后我将创建一个包含三个参数的函数: fav_fun(dataset,levelname,demo_var)

    dataset用于我们需要聚合的数据,在本例中是RawDataSplit

    demo_var将是从数据集“层次结构”中选择的变量之一,这将是人口统计学变量之一,如年龄。

    聚合函数: 

    per_qid<-function(x){
  counts<-sum(ifelse(x==4|x==5,1,0),na.rm=TRUE
  total<-sum(ifelse(x==1|x==2|x==3|x==4|x==5,1,0),na.rm=TRUE)
  #Masking and rounding
  x<- ifelse(total<masking_criteria,NA,roundUp(counts*100/total)) )
  x 
}


    fav_fun<-function(dataset,levelname,demo_var){  
  demo_var<- enquo(demo_var)
  levelname<-enquo(levelname)
  demographic<-Hierarchy[,demo_var]
  demo<-levels(demographic)
  summ_method<- paste('per_qid(',questions,')')
  summ_name<-paste0(questions,'_',demographic)
  fav <- dataset %>%
           group_by(!!levelname) %>%
           filter(status=="Complete") %>%
           filter(!!demo_var==demo[1]) %>% 
           summarise_(.dots = setNames,(summ_method,summ_name))
  fav
}

    这种最有趣的事是有时会抛出不同种类的错误 总结_

    以下是数据集示例: RawDataSplit: 

    structure(list(QID_1 = c(4L, 3L, 5L, 2L, 5L, 5L), QID_2 = c(4L, 
3L, 5L, 2L, 5L, 5L), QID_3 = c(4L, 4L, 4L, 6L, 5L, 5L), mastercode_1 = c(NA, 
NA, NA, NA, NA, NA), mastercode_2 = structure(c(1L, 1L, 1L, 1L, 
1L, 1L), .Label = "BROLLAND", class = "factor")), row.names = c(NA, 
-6L), class = c("data.table", "data.frame"), .internal.selfref = <pointer: 0x00372498>)

    问题: 

    c("QID_1", "QID_10", "QID_11")


    structure(c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, 4L, 
NA, 4L, NA, 3L, 3L, 2L, 4L, 3L, 3L, 3L, 4L, 5L, 4L, NA, NA, 3L, 
3L, 3L, 5L, 3L, 3L, 4L, NA, 4L, 4L, 3L, 3L, 4L, 3L, 4L, 3L, 4L, 
4L, NA, 4L, 3L, 4L, 3L, 4L, 4L, NA, 5L, 4L, 3L, 4L, 3L, 4L, 3L, 
NA, NA, 3L, NA, 3L, 4L, 3L, 3L, NA, 4L, 4L, 4L, 4L, 3L, 4L, 3L, 
2L, 2L, 3L, 4L, 4L, 2L, 2L, 4L, 2L, 2L, 4L, 2L, 2L, 4L, 3L, 2L, 
3L, 4L, 4L, 3L, 4L, NA, 2L, 2L, 3L, 3L, 1L, 2L, 2L, NA, 3L, NA, 
NA, NA, 4L, 4L, 3L, 4L, 3L, 3L, 4L, 2L, 5L, 4L, 2L, NA, 4L, 2L, 
4L, 2L, NA, 4L, NA, 4L, 3L, 4L, 4L, 4L, 3L, 4L, NA, 3L, 3L, 3L, 
3L, 5L, 3L, 3L, 2L, 4L, 4L, NA, 4L, NA, 3L, 3L, 4L, 5L, NA, 4L, 
NA, 2L, 4L, NA, NA, 2L, NA, 4L, NA, NA, 4L, 4L, 4L, NA, 4L, 4L, 
4L, 3L, 3L, 3L, 4L, 4L, 5L, 4L, 3L, 3L, 3L, 2L, 3L, 5L, 4L, 3L, 
3L, 4L, 3L, NA, 4L, 4L, 5L, 3L, NA, 4L, NA, 3L, 3L, 3L, 4L, NA, 
3L, 3L, NA, 4L, 3L, 4L, 3L, 3L, 4L, 4L, 3L, NA, 3L, 3L, 2L, 4L, 
NA, 3L, 5L, NA, NA, 2L, NA, 2L, 3L, 3L, NA, 4L, NA, 5L, 2L, 4L, 
4L, 5L, 3L, 4L, 4L, 2L, 2L, NA, 2L, 5L, 3L, 2L, 4L, 2L, 3L, NA, 
2L, 4L, 2L, NA, 3L, NA, 2L, 5L, 3L, NA, 4L, 2L, 3L, 2L, 2L, 2L, 
2L, NA, NA, NA, NA, NA, 4L, 5L, NA, 3L, 4L, 3L, 2L, 3L, 3L, 3L, 
3L, 3L, 4L, 3L, NA, 3L, 4L, NA, 3L, 3L, 4L, NA, NA, 4L, NA, 3L, 
NA, 4L, 3L, 3L, NA, NA, 3L, NA, NA, 2L, NA, 2L, 3L, 4L, 5L, 3L, 
4L, NA, NA, 2L, 4L, 2L, 2L, 2L, 4L, 2L, NA, NA, 4L, NA, NA, 4L, 
3L, 3L, 2L, 2L, NA, 2L, 4L, 4L, NA, 4L, NA, 3L, 3L, 1L, 4L, NA, 
NA, 3L, 2L, 2L, NA, 2L, 5L, 4L, 2L, NA, NA, 2L, 5L, NA, NA, 3L, 
3L, 1L, NA, 2L, 2L, 5L, NA, 4L, 3L, 4L, 2L, 2L, NA, 2L, NA, 4L, 
NA, 4L, 2L, 4L, NA, 2L, NA, 3L, 4L, 4L, 2L, NA, NA, NA, 2L, 3L, 
4L, 4L, 3L, 3L, 2L, 2L, 2L, 2L, 3L, 4L, 3L, 3L, 2L, 3L, 4L, NA, 
4L, 3L, 4L, 2L, 4L, 4L, 4L, 2L, NA, 3L, NA, 3L, NA, 3L, 4L, 4L, 
3L, 4L, 3L, 2L, 4L, 5L, 3L, 3L, NA, 3L, NA, NA, NA, NA, 2L, NA, 
NA, NA, NA, NA, NA, 3L, NA, 2L, NA, 4L, NA, 3L, NA, NA, 3L, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 
2L, NA, NA, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, 3L, NA, NA, NA, NA, 2L, NA, 2L, 2L, NA, 3L, NA, NA, NA, NA, 
NA, NA, NA, 2L, NA, 2L, 3L, NA, 2L, NA, 2L, 3L, 3L, NA, 2L, 4L, 
3L, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, 
3L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, 2L, NA, NA, 2L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 
NA, 3L, 3L, 2L, 2L, NA, 3L, 1L, NA, NA, NA, 4L, 2L, NA, NA, NA, 
NA, NA, 5L, NA, NA, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, 2L, NA, NA, NA, NA, 2L, NA, NA, NA, 2L, NA, NA, 
NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, 4L, NA, 
NA, NA, NA, NA, 2L, 3L, 2L, 5L, NA, 2L, NA, 1L, 2L, NA, NA, 2L, 
4L, 4L, NA, 3L, 3L, NA, 3L, 3L, NA, NA, NA, 4L, 4L, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
3L, NA, NA, 2L, NA, NA, NA, NA, 3L, 3L, NA, NA, NA, NA, NA, 3L, 
NA, 3L, 2L, 2L, 2L, 3L, 4L, 2L, 3L, 4L, 2L, 2L, 3L, 3L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 5L, 2L, 2L, 2L, 2L, 3L, 2L, 3L, 
2L, 3L, 4L, 4L, 3L, 4L, 3L, 4L, 4L, 3L, 2L, 2L, 2L, 4L, 4L, 2L, 
3L, 4L, 3L, 3L, 4L, 4L, 4L, 2L, 2L, 3L, 3L, 2L, 3L, 2L, 4L, 3L, 
2L, 3L, 3L, 4L, 4L, 2L, 2L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 4L, 3L, 
2L, 2L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 4L, 2L, 3L, 
3L, 3L, 3L, 2L, NA, 3L, NA, 4L, 4L, 5L, 5L, 4L, 4L, 4L, NA, 4L, 
5L, 4L, 4L, 3L, 3L, NA, NA, 3L, 4L, 3L, 5L, 2L, 3L, 2L, 3L, 3L, 
3L, 3L, 4L, NA, NA, 2L, 2L, NA, 2L, 3L, 3L, 2L, 4L, NA, 1L, NA, 
4L, NA, 2L, 2L, 3L, 2L, 4L, NA, 3L, 2L, 3L, 2L, 2L, NA, 2L, 2L, 
NA, 4L, 3L, 3L, NA, NA, 4L, 2L, 3L, 4L, 4L, 3L, 3L, NA, 3L, 2L, 
NA, 4L, NA, 3L, 4L, 3L, 4L, 3L, 2L, 3L, NA, 3L, NA, 3L, 4L, 3L, 
NA, 2L, NA, 3L, 2L, 3L, 3L, 2L, 1L, 2L, 2L, 3L, NA, 2L, 2L, 4L, 
2L, 3L, 3L, 3L, 2L, 3L, 3L, 2L, 4L, 2L, NA, 3L, 2L, 2L, 2L, NA, 
4L, 3L, 3L, 3L, 3L, 2L, 3L, 3L, 4L, 3L, 3L, 5L, 3L, 3L, NA, 2L, 
1L, 3L, NA, 2L, 2L, 3L, 2L, 3L, 3L, 4L, 4L, 3L, 3L, 2L, 1L, 2L, 
3L, 3L, 2L, 3L, 3L, 2L, 3L, 3L, 3L, NA, 2L, 3L, 2L, 2L, 3L, 2L, 
2L, 2L, 3L, 3L, 3L, 3L, 2L, 2L, 1L, 3L, 2L, 3L, 3L, 2L, 1L, 4L, 
2L, 2L, 3L, 3L, NA, 3L, 3L, 3L, 3L, 4L, 2L, NA, 2L, 3L, 3L, 2L, 
3L, 3L, 3L, 2L, 2L, 2L, 3L, 2L, 2L, 3L, 2L, NA, 1L, NA, 2L, 2L, 
2L, 2L, 2L, 2L, 3L, NA, 2L, NA, 2L, 1L, 2L, 2L, 3L, 2L, 2L, 4L, 
NA, 2L, 3L, 3L, 2L, NA, 2L, 2L, 1L, 2L, 2L, 4L, 3L, 2L, 3L, 3L, 
3L, NA, 2L, 4L, 2L, 2L, 3L, 3L, 2L, 2L, NA, 3L, 3L, 2L, NA, 3L, 
2L, 2L, 2L, 1L, 2L, 2L, 2L, 4L, 2L, 3L, NA, 2L, 2L, 2L, 2L, 2L, 
NA, 2L, 3L, 3L, 2L, NA, 3L, 1L, 3L, NA, 2L, 1L, 2L, NA, 2L, 2L, 
NA, NA, 2L, 2L, 1L, 3L, 2L, 4L, 2L, 4L, 2L, 3L, 1L, 3L, 3L, 2L, 
1L, 5L, 4L, 2L, 3L, 2L, 2L, 3L, 2L, 4L, 3L, 2L, 2L, 3L, 3L, 3L, 
2L, 2L, 3L, 3L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, NA, 4L, 2L, 4L, 
3L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 3L, NA, 2L, 2L, NA, 
2L, 1L, 3L, 4L, 2L, 1L, 3L, 2L, 2L, 1L, 3L, 3L, NA, 2L, 3L, 1L, 
2L, 1L, 1L, 2L, 1L, NA, 2L, 1L, NA, 2L, NA, NA, 1L, 2L, 2L, 2L, 
1L, 2L, 2L, 1L, 2L, 2L, 3L, 2L, 1L, NA, 2L, 4L, 1L, 2L, 3L, 2L, 
3L, 1L, 1L, 2L, 1L, 3L, 2L, 2L, 3L, NA, 1L, 3L, NA, 2L, NA, 2L, 
NA, NA, NA, 3L, 1L, 1L, 1L, 1L, 1L, 4L, 2L, 1L, 2L, 2L, 3L, 2L, 
1L, 3L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, NA, 1L, 1L, 2L, 
2L, 2L, 3L, 2L, 2L, NA, 2L, 3L, 3L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 
1L, 3L, 2L, 3L, 2L, 2L, 2L, 1L, 4L, 2L, 2L, 2L, 3L, 3L, 4L, 2L, 
1L, 3L, 3L, 2L, 3L, 2L, 4L, 2L, 2L, 2L, 5L, 3L, 2L, 1L, 4L, 4L, 
3L, 3L, 4L, 3L, 3L, 4L, 3L, 2L, 3L, 4L, 2L, 4L, 3L, 3L, NA, NA, 
NA, 3L, 3L, NA, 4L, 3L, 3L, 3L, 2L, 3L, 1L, 3L, 3L, 3L, 3L, 5L, 
3L, 3L, 3L, 4L, 3L, 3L, NA, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 1L, 3L, 
NA, 1L, 3L, 3L, 4L, 3L, 3L, 2L, 3L, 4L, 1L, NA, 2L, 2L, 3L, 3L, 
2L, 4L, 2L, 1L, 2L, NA, 3L, 2L, 3L, 2L, 4L, NA, 4L, 3L, 3L, 3L, 
2L, 2L, 3L, 2L, 2L, 3L, 3L, 3L, 3L, NA, 4L, 4L, 4L, 5L, 4L, 4L, 
4L, 4L, 4L, 4L, 4L, 4L, 4L, 3L, 4L, 3L, 4L, 3L, 3L, 4L, 3L, 3L, 
4L, 3L, 3L, 3L, 3L, 4L, 4L, 3L, 3L, 2L, 4L, NA, 4L, 3L, 2L, 2L, 
2L, 3L, 2L, 3L, 2L, 3L, 2L, 3L, 3L, 2L, 4L, 3L, 4L, 4L, 3L, 3L, 
2L, 2L, 3L, 2L, 3L, 2L, 3L, 3L, 2L, 2L, 3L, 3L, 2L, 3L, 2L, 2L, 
4L, 3L, 3L, 2L, 3L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 3L, 2L, 3L, 
4L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 2L, 3L, 4L, 3L, 4L, 3L, 4L, 
3L, 3L, 3L, NA, 3L, 3L, 2L, 2L, 2L, 2L, NA, 3L, 2L, 4L, 2L, 2L, 
2L, 1L, 2L, 3L, 2L, 4L, 2L, 3L, 4L, 4L, 4L, 3L, 4L, NA, 3L, 3L, 
3L, 3L, 4L, 2L, NA, 4L, 4L, 4L, 3L, 2L, 3L, 3L, 3L, 4L, 5L, 4L, 
4L, 1L, 4L, 5L, 4L, 4L, 4L, 5L, 4L, 3L, 4L, 4L, 3L, 4L, 4L, 3L, 
3L, 4L, 3L, 3L, 3L, 3L, 4L, 5L, 4L, 3L, 4L, 4L, 3L, 3L, 4L, 4L, 
4L, 3L, 3L, 2L, 2L, 2L, 2L, 3L, 2L, 3L, 4L, 5L, 3L, 4L, 5L, 3L, 
4L, 3L, 3L, 4L, NA, 3L, 3L, 3L, 3L, 3L, 3L, NA, 2L, NA, 4L, 2L, 
2L, 2L, NA, 4L, 5L, 4L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 1L, 1L, 3L, 
3L, 3L, 3L, 4L, 3L, 3L, 4L, NA, NA, 4L, NA, 3L, 3L, 5L, 3L, 3L, 
3L, 4L, 4L, 3L, 4L, 3L, NA, NA, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
3L, 3L, 3L, NA, 3L, 2L, 5L, 4L, 2L, 1L, 1L, 2L, 2L, 4L, NA, 3L, 
4L, 5L, 4L, 3L, 4L, 4L, 3L, 3L, 4L, 4L, 4L, 3L, 3L, 3L, NA, 3L, 
3L, 3L, 3L, 4L, 3L, 4L, 3L, 3L, 4L, 3L, NA, 3L, 3L, 2L, NA, 3L, 
4L, 3L, 4L, 3L, 3L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 2L, 5L, 4L, 4L, 
4L, NA, 3L, 3L, 4L, 4L, 3L, 3L, 3L, 4L, 5L, 3L, 3L, 4L, 3L, 3L, 
3L, 3L, 3L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 
2L, 3L, 2L, 2L, NA, 4L, 2L, 5L, 5L, 4L, 4L, 4L, 3L, 4L, 4L, 4L, 
4L, 3L, 4L, 3L, 4L, 4L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 
3L, NA, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 4L, 4L, 
4L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 3L, 3L, 3L, 4L, 5L, 3L, 
3L, 4L, 1L, 4L, 4L, 4L, 3L, 4L, 2L, NA, 4L, 4L, 3L, 4L, 3L, 4L, 
5L, 4L, 4L, 4L, 4L, 4L, 3L, 4L, 5L, 4L, 5L, NA, NA, 3L, 4L, 4L, 
4L, 4L, 5L, 5L, 4L, 4L, 3L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 
4L, 2L, 3L, 2L, 3L, 2L, 2L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 2L, 3L, 3L, 3L, 4L, 2L, 2L, 2L, 
3L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
3L, 2L, 3L, 3L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 2L, 2L, 3L, 2L, 
2L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 2L, 3L, 
3L, 3L, 2L, 2L, 3L, 3L, 3L, 3L, 2L, 2L, 3L, 2L, 3L, 3L, 3L, 3L, 
2L, 3L, 2L, 3L, 3L, 2L, 3L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, NA, 2L, 2L, 1L, 2L, 
2L, 2L, 2L, 2L, 2L, 3L, 2L, 4L, 3L, 3L, 2L, 2L, 2L, 3L, 2L, 3L, 
3L, 4L, 4L, 4L, 5L, NA, 5L, NA, NA, 4L, NA, NA, 4L, NA, 5L, 4L, 
NA, 5L, 3L, 3L, 5L, 2L, 5L, 4L, 5L, 5L, 5L, 5L, 4L, 2L, 5L, 3L, 
5L, 3L, 2L, 4L, 4L, 1L, NA, 3L, 5L, 2L, 3L, 2L, 1L, 3L, 1L, 1L, 
2L, 1L, 2L, 4L, 5L, 4L, NA, 4L, 4L, 4L, 5L, 4L, 4L, 4L, NA, 4L, 
4L, 4L, NA, 3L, 4L, NA, 2L, 4L, 4L, NA, 2L, 3L, 3L, NA, 3L, 2L, 
2L, NA, 4L, NA, NA, NA, 2L, NA, 2L, 3L, 5L, 5L, 5L, NA, 4L, 5L, 
5L, 3L, 3L, NA, 4L, NA, 2L, 2L, 4L, 3L, 3L, 4L, 3L, 5L, 5L, 4L, 
5L, 4L, 5L, 5L, 3L, 4L, 3L, 4L, 4L, 4L, 2L, 2L, 4L, 2L, 2L, 3L, 
2L, 3L, 2L, 2L, 3L, 3L, 3L, 4L, 5L, 3L, NA, NA, 4L, NA, 4L, 5L, 
2L, 1L, NA, 4L, 2L, 4L, 1L, 5L, 3L, 4L, 4L, NA, 3L, 4L, 4L, 3L, 
NA, 2L, 2L, 3L, 4L, 4L, 4L, 4L, 3L, 3L, 3L, 4L, 3L, 3L, 3L, NA, 
4L, NA, 4L, 4L, 3L, 4L, 4L, 3L, 1L, 3L, NA, 2L, 1L, 4L, NA, 4L, 
1L, 4L, 5L, 3L, 3L, 1L, 2L, 4L, 3L, NA, 4L, 5L, 4L, 4L, 3L, 2L, 
NA, 2L, 2L, 1L, 4L, 3L, 3L, 2L, 2L, 4L, 4L, 4L, 5L, NA, 2L, NA, 
3L, 2L, 2L, 2L, 2L, NA, 4L, 5L, NA, NA, 3L, NA, NA, 4L, 3L, 4L, 
3L, 4L, 4L, 3L, 4L, NA, 3L, 5L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 
NA, 3L, 3L, 4L, 4L, NA, NA, NA, NA, NA, 3L, NA, NA, NA, 5L, NA, 
5L, 3L, 4L, NA, 5L, 4L, NA, NA, 4L, 3L, 5L, NA, 3L, 3L, NA, NA, 
4L, 2L, 2L, NA, NA, 3L, 4L, 2L, NA, 2L, 1L, 3L, NA, 3L, 4L, 1L, 
4L, NA, NA, 5L, NA, NA, NA, 5L, NA, NA, 4L, NA, NA, NA, 4L, 4L, 
4L, 2L, NA, NA, 3L, NA, NA, NA, NA, NA, 3L, 2L, 2L, 5L, 1L, 5L, 
4L, 4L, 2L, 3L, 2L, NA, 3L, 4L, 3L, 4L, 4L, 3L, 4L, 4L, NA, 2L, 
NA, NA, 2L, 1L, NA, 1L, NA, 2L, 4L, 2L, 3L, 3L, 4L, NA, 4L, 4L, 
3L, NA, 3L, 2L, NA, 2L, 3L, 1L, 4L, NA, 3L, NA, 3L, NA, 3L, 2L, 
2L, 2L, 3L, 4L, 4L, 5L, 5L, 4L, NA, NA, 5L, NA, 4L, NA, 3L, 3L, 
5L, 2L, NA, 3L, 4L, 4L, 2L, 4L, 4L, NA, 3L, 2L, 2L, 4L, 1L, 3L, 
2L, 2L, 4L, 2L, 3L, 4L, 2L, 2L, 3L, 2L, NA, NA, 4L, 4L, NA, NA, 
5L, NA, 5L, NA, 4L, 4L, 4L, 2L, 4L, NA, NA, 3L, 2L, 5L, 3L, 2L, 
3L, 4L, 3L, 1L, 2L, 1L, 1L, 2L, NA, 3L, 3L, 3L, 4L, NA, 4L, NA, 
3L, NA, 2L, 3L, NA, 2L, 1L, 3L, 4L, 4L, 3L, 1L, 2L, 1L, NA, 3L, 
NA, 2L, 3L, 3L, 2L, 4L, 3L, 4L, 3L, 3L, 3L, 4L, 3L, 3L, 3L, 4L, 
4L, 3L, 3L, 4L, 3L, 4L, 3L, 3L, 4L, 3L, 4L, 4L, 3L, 4L, 3L, 3L, 
4L, 3L, 3L, 3L, 3L, NA, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 
1L, 3L, NA, 2L, 3L, 3L, 3L, 2L, 3L, 3L, 2L, 2L, NA, 2L, 2L, 2L, 
3L, 2L, 2L, 2L, 1L, NA, 3L, 3L, NA, 3L, 2L, 4L, 3L, 3L, 2L, 3L, 
3L, 2L, 3L, 3L, 2L, 3L, NA, 3L, 3L, 4L, 2L, 3L, 4L, 4L, 3L, 3L, 
3L, 3L, 3L, 3L, 2L, 4L, 4L, 3L, 4L, 3L, 3L, 3L, 2L, NA, 2L, 2L, 
3L, 3L, 2L, 4L, 3L, 4L, 4L, 4L, 3L, 3L, 2L, 3L, 2L, 3L, 3L, 4L, 
3L, 3L, 5L, 3L, 2L, 4L, 4L, 3L, 5L, 3L, 3L, 4L, 3L, NA, 3L, 1L, 
2L, 3L, 1L, 1L, 1L, 2L, 3L, 2L, 3L, 4L, 4L, 2L, 3L, 4L, 2L, 3L, 
2L, 4L, NA, 3L, 2L, 3L, 3L, 3L, 2L, 3L, 2L, 3L, 2L, 3L, 2L, 2L, 
3L, 3L, NA, NA, NA, NA, NA, 3L, NA, 3L, NA, NA, NA, NA, 3L, NA, 
4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, 3L, NA, 5L, 5L, NA, 
3L, NA, NA, NA, NA, NA, NA, NA, 3L, NA, 4L, 3L, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, 4L, 4L, NA, 
NA, NA, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
4L, NA, NA, 3L, 3L, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, 4L, NA, NA, NA, NA, 4L, 4L, 3L, 3L, NA, NA, NA, NA, 3L, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, 4L, NA, NA, NA, NA, 3L, NA, 3L, NA, 4L, 3L, NA, NA, 
NA, 4L, NA, 3L, NA, NA, NA, 4L, 3L, NA, NA, 3L, 3L, NA, NA, NA, 
NA, NA, NA, 3L, NA, NA, 4L, NA, 5L, NA, NA, 4L, NA, NA, NA, NA, 
NA, 5L, 4L, NA, 5L, NA, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 
5L, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, 5L, NA, 3L, 2L, NA, 5L, NA, NA, NA, NA, NA, NA, 
NA, 2L, 2L, NA, 3L, NA, 4L, NA, 4L, 5L, 4L, 4L, NA, NA, 4L, NA, 
NA, 5L, 4L, NA, NA, 3L, 5L, NA, 5L, NA, NA, NA, 3L, 3L, 5L, 5L, 
3L, 3L, NA, 2L, 1L, 5L, 5L, NA, 4L, 5L, 5L, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, 5L, 1L, 2L, 4L, 5L, 1L, NA, NA, 3L, NA, NA, NA, 
4L, NA, NA, NA, 4L, 4L, NA, NA, 5L, 4L, 4L, NA, NA, 4L, 4L, 3L, 
4L, 3L, 2L, 2L, NA, 3L, 3L, 3L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, NA, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 
3L, 2L, NA, 3L, 2L, 3L, 3L, 4L, 3L, 3L, 4L, 3L, 4L, 4L, 3L, 2L, 
2L, 3L, 3L, 3L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 
3L, 3L, 3L, 2L, 3L, 4L, 3L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 
3L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, NA, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 3L, 2L, 2L, 
3L, 2L, 2L, 2L, 2L, 2L, 3L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 
3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 
3L, 2L, 2L, 4L, 2L, 2L, 1L, 2L, 2L, 3L, 3L, 3L, 3L, 4L, 4L, 5L, 
4L, 5L, 3L, 4L, 4L, 4L, 3L, NA, 4L, 3L, NA, 4L, 3L, 5L, 5L, 4L, 
4L, NA, 3L, 4L, 4L, NA, 3L, NA, 4L, 3L, 3L, 3L, 4L, NA, 4L, 3L, 
3L, 5L, 3L, 5L, 3L, 4L, 4L, NA, 3L, 4L, NA, 5L, 3L, 4L, 3L, 4L, 
3L, 3L, 4L, NA, 3L, NA, 3L, 3L, NA, 2L, NA, 4L, 4L, NA, 3L, 3L, 
4L, 3L, 3L, 3L, 4L, NA, NA, NA, NA, 5L, 4L, 4L, 5L, 4L, 4L, 3L, 
NA, 3L, 3L, NA, 4L, 3L, 4L, NA, 4L, 4L, 4L, 4L, 4L, 4L, NA, 4L, 
4L, 5L, 3L, NA, 3L, 2L, 5L, 4L, 4L, 4L, 4L, 3L, NA, NA, 5L, 3L, 
3L, 3L, 3L, 2L, 2L, 2L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 2L, 
NA, 2L, NA, 3L, 2L, 3L, 3L, 4L, NA, 3L, 2L, 3L, 2L, 1L, 2L, 2L, 
NA, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
1L, 2L, 2L, 2L, 2L, 2L, 2L, NA, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 1L, 2L, 2L, 2L, 2L, 3L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 
1L, 2L, 2L, 2L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 
2L, 1L, 1L, 1L, 2L, 2L, 3L, 1L, 1L, 3L, 2L, 2L, 1L, 1L, 2L, 1L, 
2L, 3L, 2L, 2L, NA, 2L, NA, 2L, 3L, 3L, 2L, NA, 2L, 3L, NA, 1L, 
2L, 4L, 2L, NA, 2L, NA, 2L, 2L, 1L, NA, NA, 2L, NA, NA, 3L, 2L, 
NA, 2L, 2L, NA, 3L, 3L, 2L, 4L, 2L, 3L, 3L, 4L, 3L, 3L, 3L, 2L, 
5L, 4L, 4L, 3L, 4L, 2L, NA, 3L, 3L, 2L, 3L, 3L, 2L, 3L, 3L, 3L, 
3L, 3L, 3L, 3L, 2L, 2L, 4L, NA, NA, 4L, 4L, 5L, 5L, 4L, 4L, 4L, 
NA, NA, 4L, 3L, 3L, 2L, 5L, 3L, 3L, 3L, 3L, 3L, 2L, 5L, 4L, 3L, 
3L, 5L, 3L, 4L, 3L, 4L, NA, 3L, 5L, 4L, 3L, 3L, 3L, 3L, 3L, 2L, 
2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 3L, 2L, 3L, 5L, 5L, 4L, 
4L, 5L, 2L, 2L, 4L, 4L, 3L, 2L, 2L, 2L, 2L, 2L, NA, NA, 5L, 2L, 
NA, 3L, 3L, 2L, 2L, 4L, 4L, 3L, 5L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 
2L, 4L, 2L, 5L, 3L, 2L, 2L, 3L, 4L, 5L, NA, 3L, NA, NA, 3L, 3L, 
2L, 4L, 4L, 2L, 3L, 4L, 3L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 4L, 3L, 
NA, 4L, 3L, 3L, 3L, 5L, 3L, 3L, 2L, 3L, 3L, 4L, 3L, 3L, 3L, 4L, 
4L, 3L, 4L, 3L, 4L, 3L, 3L, 2L, 3L, 3L, 2L, 1L, 5L, 2L, 4L, 4L, 
3L, 3L, 2L, 2L, 4L, 5L, 5L, NA, 4L, 5L, 3L, 4L, NA, 2L, NA, 3L, 
4L, 4L, 5L, 2L, 4L, 3L, 2L, 2L, 3L, 4L, 4L, 5L, NA, NA, 3L, 3L, 
2L, 2L, NA, 2L, 3L, 3L, 2L, 2L, 3L, 2L, 3L, 3L, 3L, 2L, 2L, 3L, 
3L, 2L, 2L, 5L, 4L, 4L, NA, NA, 3L, 3L, 3L, 4L, 3L, 3L, 3L, 5L, 
4L, 4L, 3L, 1L, NA, NA, NA, NA, NA, NA, NA, 5L, NA, 3L, NA, 4L, 
3L, NA, 3L, NA, NA, 4L, NA, NA, 2L, NA, 4L, 3L, NA, 3L, 3L, 4L, 
5L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 3L, 5L, 5L, 3L, 3L, 5L, 5L, 
4L, 4L, 3L, 5L, 4L, NA, NA, 4L, NA, 3L, NA, NA, 4L, 3L, 4L, 3L, 
3L, 1L, 3L, 2L, 3L, 5L, NA, NA, 1L, NA, 3L, NA, NA, 4L, 4L, NA, 
NA, 3L, 2L, 3L, NA, NA, 3L, NA, 4L, 4L, 5L, NA, 4L, 3L, 5L, 5L, 
4L, 5L, 4L, 4L, 4L, 5L, NA, 5L, 4L, 5L, NA, 4L, 3L, 4L, 4L, 4L, 
4L, NA, 5L, NA, 5L, 5L, 2L, 5L, 4L, 4L, NA, 5L, 4L, 4L, 4L, 4L, 
NA, 2L, NA, NA, 3L, 5L, 5L, 4L, 4L, 5L, 5L, 3L, 3L, 5L, 4L, 3L, 
2L, 5L, 3L, 5L, 5L, 4L, 5L, 2L, 2L, 3L, 4L, 3L, 3L, 3L, 2L, 2L, 
4L, 3L, 2L, 2L, 4L, 5L, 4L, 1L, 1L, 2L, 1L, 2L, 4L, 2L, 2L, 5L, 
NA, 3L, 2L, 1L, 4L, 4L, 3L, 3L, 2L, 2L, 1L, 3L, 3L, NA, 3L, 3L, 
3L, 4L, 3L, 4L, 1L, 2L, 4L, 3L, 4L, 1L, 2L, 2L, 4L, 2L, 2L, 3L, 
2L, 5L, 5L, 3L, 5L, NA, 3L, NA, 3L, 5L, 4L, 4L, 5L, 3L, 3L, 3L, 
4L, 3L, 3L, 4L, 5L, 4L, 4L, 4L, NA, NA, 4L, NA, 4L, 5L, 4L, 3L, 
5L, 3L, 4L, 3L, 4L, NA, 3L, NA, 3L, 3L, NA, NA, 4L, 4L, NA, NA, 
NA, NA, NA, NA),
.Label = c("18 to less than 25 years old", "25 to less than 35 years old", 

"35 to less than 45 years old", "45 to less than 55 years old",
"More than 55 years old"), class = "factor")

    我需要一个fav_fun函数,它接受这三个参数并聚合RawDataSplit并修改名称。与QID_1一样,对于年龄变量的级别1,聚合后的新名称为QID_1_45至55岁以下

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