R图形:如何绘制字符序列(纯类别时间序列)

如果没有你的数据,我必须生成一个玩具,名为 mat ,5行10列,填充 letters[1:7] .

set.seed(0); mat <- matrix(sample(letters[1:7], 5 * 10, TRUE), nrow = 5)
#     [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10]
#[1,] "g"  "b"  "a"  "f"  "f"  "b"  "c"  "f"  "c"  "d"  
#[2,] "b"  "g"  "b"  "d"  "g"  "c"  "d"  "e"  "f"  "f"  
#[3,] "c"  "g"  "b"  "f"  "b"  "a"  "e"  "f"  "e"  "a"  
#[4,] "e"  "e"  "e"  "g"  "e"  "c"  "d"  "a"  "f"  "d"  
#[5,] "g"  "e"  "c"  "c"  "a"  "g"  "b"  "f"  "d"  "f"  

基本上,您需要首先重新表示您的字符矩阵 小地毯 使用整数。

## flatten your object into a vector first
if (is.matrix(mat)) v <- as.character(mat)
if (is.data.frame(mat)) v <- as.character(unlist(mat, use.names = FALSE))
lev <- sort(unique(v))    ## sorted unique labels

## re-representation
mat_int <- matrix(match(v, lev), nrow = nrow(mat))
## or: mat_int <- matrix(as.integer(factor(v, levels = lev)), nrow = nrow(mat))

#     [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10]
#[1,]    7    2    1    6    6    2    3    6    3     4
#[2,]    2    7    2    4    7    3    4    5    6     6
#[3,]    3    7    2    6    2    1    5    6    5     1
#[4,]    5    5    5    7    5    3    4    1    6     4
#[5,]    7    5    3    3    1    7    2    6    4     6

然后您只需使用 matplot 。首先禁用y轴,然后使用添加 axis

## this plots the whole matrix
matplot(t(mat_int), yaxt = "n", type = "l", xlab = "time", ylab = "category")
axis(2, seq_along(lev), labels = lev)

## this plots 1st and 5th rows
matplot(t(mat_int)[, c(1,5)], yaxt = "n", type = "l", xlab = "time", ylab = "category")
axis(2, seq_along(lev), labels = lev)

所选两行的绘图: