为什么这段代码在 ggplot 中静态地获取 y 轴百分比不正确？

Question

我有这个数据，我想得到 y 轴的百分比。

structure(list(sb_1 = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 2L, 
2L, 2L, 2L, 2L, 2L), .Label = c("0", "x"), class = "factor"), 
    sb_2 = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
    1L, 1L), .Label = "0", class = "factor"), sb_3 = structure(c(1L, 
    1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), .Label = "b", class = "factor"), 
    sb_4 = structure(c(1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
    2L, 2L), .Label = c("0", "c"), class = "factor"), wave = structure(c(1L, 
    2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L), .Label = c("h", 
    "j"), class = "factor")), row.names = c(NA, 12L), class = "data.frame")

这是我用过的代码：

nn%>%
  pivot_longer(cols = starts_with("sb_")) %>%
  filter(value != 0) %>%
  unite(sb_, name, value) %>%
  group_by(wave) %>%
  mutate(wave_total = n()) %>%
  group_by(sb_, .add = TRUE) %>%
  mutate(sb_pct = 100 * n() / wave_total) %>%
  ggplot(aes(x = factor(sb_, levels = str_sort(unique(sb_), numeric = TRUE)), y = sb_pct)) +
    geom_bar(aes(fill = wave), stat = "identity", position = position_dodge(preserve = "single")) +
    xlab("sb") +
    ylab("percent")

结果是： ![1]

并且结果应该不同，因为例如对于第一列，没有零，所有都是结果。

  sb_1 sb_2 sb_3 sb_4 wave
1     0    0    b    0    h
2     0    0    b    0    j
3     0    0    b    0    h
4     0    0    b    c    j
5     0    0    b    c    h
6     0    0    b    c    j
7     x    0    b    c    h
8     x    0    b    c    j
9     x    0    b    c    h
10    x    0    b    c    j
11    x    0    b    c    h
12    x    0    b    c    j

所以请帮我看看为什么不正确？

Answer 1

我不知道为什么你的代码不正确，但我尝试了不同的方法，它似乎按预期工作：

n <- structure(list(sb_1 = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 2L, 
2L, 2L, 2L, 2L, 2L), .Label = c("0", "x"), class = "factor"), 
    sb_2 = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
    1L, 1L), .Label = "0", class = "factor"), sb_3 = structure(c(1L, 
    1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), .Label = "b", class = "factor"), 
    sb_4 = structure(c(1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
    2L, 2L), .Label = c("0", "c"), class = "factor"), wave = structure(c(1L, 
    2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L), .Label = c("h", 
    "j"), class = "factor")), row.names = c(NA, 12L), class = "data.frame")

n <- pivot_longer(n, cols = starts_with("sb_"))
n$wave_and_name <- as.factor(paste(n$wave,n$name, sep="_"))
n <- as.data.frame(table(filter(n, value != 0)$wave_and_name) / table(n$wave_and_name) * 100)
n$wave <- substr(n$Var1, 1, 1)
n$name <- substr(n$Var1, 3, 6)

ggplot(n, aes(x=name, y=Freq)) +
  geom_bar(aes(fill = wave), stat="identity",position = position_dodge()) +
  xlab("sb") + 
  ylab("percent")

为什么这段代码在 ggplot 中静态地获取 y 轴百分比不正确？

Why this code is not right statically in ggplot to get percentage in y-axis?

r

percentage

ggplot2

geom-bar

dplyr