R:基于另一个data.frame独立进行data.frame行的子集化

时间:2014-10-21 14:17:05

标签: r subset rbind

我有一个带有示例数据的input data.frame

input <- structure(list(NAME = structure(c(3L, 7L, 6L, 4L, 2L, 5L, 1L), .Label = c("Example2","Example7", "Test", "Test2", "Test3", "Test6", "Test77"), class = "factor"), REFERENCE = structure(c(2L, 3L, 1L, 1L, 4L, 2L, 1L), .Label = c("EXAMPLE5", "REGION1", "REGION2", "REGION77"), class = "factor"), VALUE = structure(c(1L,2L, 3L, 4L, 6L, 5L, 7L), .Label = c("120", "13", "14", "65", "89", "B", "C"), class = "factor")), .Names = c("NAME", "REFERENCE", "VALUE"), class = "data.frame", row.names = c(NA, -7L))
      NAME REFERENCE VALUE
1     Test   REGION1   120
2   Test77   REGION2    13
3    Test6  EXAMPLE5    14
4    Test2  EXAMPLE5    65
5 Example7  REGION77     B
6    Test3   REGION1    89
7 Example2  EXAMPLE5     C

我有第二个data.frame filelist,其中数据的排序方式如此。

filelist <- structure(list(NAME = structure(c(3L, 5L, 1L, 6L, 4L, 2L), .Label = c("","Example2", "Test", "Test2", "Test3", "Test6"), class = "factor"), REFERENCE = structure(c(3L, 3L, 1L, 2L, 2L, 2L), .Label = c("",  "EXAMPLE5", "REGION1"), class = "factor")), .Names = c("NAME","REFERENCE"), class = "data.frame", row.names = c(NA, -6L))
          NAME REFERENCE
    1     Test   REGION1
    2    Test3   REGION1
    3                   
    4    Test6  EXAMPLE5
    5    Test2  EXAMPLE5
    6 Example2  EXAMPLE5

filelist包含应写入按REFERENCE列分组的单独data.frames中的所有值(如下面的代码所示)。 到目前为止,我通过使用下面的代码并手动对列进行子集化然后将它们组合在一起来实现。有没有办法可以独立完成?

# Manual selection REGION1
Test <- subset(input, NAME=="Test")
Test3 <- subset(input, NAME=="Test3")
# rbind them together
REGION1 <- rbind(Test, Test3)

# Manual selection EXAMPLE5
Test6 <- subset(input, NAME=="Test6")
Test2 <- subset(input, NAME=="Test2")
Example2 <- subset(input, NAME=="Example2")
# rbind them together
EXAMPLE5 <- rbind(Test6, Test2,Example2)

1 个答案:

答案 0 :(得分:2)

这可能会有所帮助,你会追求什么。您似乎想要合并输入和文件列表。然后,您想为每个REFERENCE级别创建一个数据框。

library(dplyr)

ana <- filelist %>%
            left_join(., input)

split(ana, f = ana$REFERENCE )

#[[1]]
#  NAME REFERENCE VALUE
#3                 <NA>

#$EXAMPLE5
#      NAME REFERENCE VALUE
#4    Test6  EXAMPLE5    14
#5    Test2  EXAMPLE5    65
#6 Example2  EXAMPLE5     C

#$REGION1
#   NAME REFERENCE VALUE
#1  Test   REGION1   120
#2 Test3   REGION1    89

修改

非常感谢@Richard Scriven。这是OP想要的最后一步。

list2env(split(ana, f = ana$REFERENCE )[-1], .GlobalEnv)

#> EXAMPLE5
#      NAME REFERENCE VALUE
#4    Test6  EXAMPLE5    14
#5    Test2  EXAMPLE5    65
#6 Example2  EXAMPLE5     C