根据r中的范围类别创建汇总表

Question

我的数据采用以下格式:

input<-data.frame(
    region=c("A","T","R","R","T"),
    geomorph=c("F","F","S","S","P"),
    depth=c(2.6,3.5,5.8,6.7,8.9))

> input
  region geomorph depth
1      A        F   2.6
2      T        F   3.5
3      R        S   5.8
4      R        S   6.7
5      T        P   8.9

我想创建一个汇总表,使得对于给定的深度类别(即0-3,3-6,6-10),区域(即A,R,T)和地貌(即F,S)的条目数量,P)计算并呈现如下:

output<-data.frame(
    depth.category=c("0-3","3-6","6-10"),
    total=c(1,2,2),
    A=c(1,0,0),
    R=c(0,1,1),
    T=c(0,1,1),
    F=c(1,1,0),
    S=c(0,1,1),
    P=c(0,0,1))

> output
  depth.category total A R T F S P
1            0-3     1 1 0 0 1 0 0
2            3-6     2 0 1 1 1 1 0
3           6-10     2 0 1 1 0 1 1

有什么建议怎么办？

Answer 1

首先,只需使用cut,然后使用table和cbind结果创建您的间隔:

intervals <- cut(input$depth, breaks=c(0, 3, 6, 10))

cbind(table(intervals),
      table(intervals, input$region),
      table(intervals, input$geomorph))
#          A R T F P S
# (0,3]  1 1 0 0 1 0 0
# (3,6]  2 0 1 1 1 0 1
# (6,10] 2 0 1 1 0 1 1

以上的输出是a matrix.如果您需要,请使用以下内容data.frame:

temp <- cbind(table(intervals),
      table(intervals, input$region),
      table(intervals, input$geomorph))

temp <- data.frame(depth.category = rownames(temp),
                   as.data.frame(temp, row.names = 1:nrow(temp)))
names(temp)[2] <- "Total"
temp
#   depth.category Total A R T F P S
# 1          (0,3]     1 1 0 0 1 0 0
# 2          (3,6]     2 0 1 1 1 0 1
# 3         (6,10]     2 0 1 1 0 1 1