r - 可视化高度倾斜的计数数据 ggplot2

Question

我在可视化一些高度倾斜的数据时遇到了一些问题（大约 70% 是零）。我一直在看这里的解决方案：R:适合的绘图来显示带有倾斜计数的数据。我已经尝试了 facetting 选项，但是它看起来不太好，并且当 count > 10 时似乎无法正确捕获数据的分布。

任何人都可以提供一种可视化计数> 10的好方法吗？或者其他一些可以很好地可视化数据的方法？

data <- data %>% 
  mutate(cutoff = ifelse(count > 10, "count > 10", "count =< 10"))

p1 <- ggplot(data=data, aes(count))
p1 + geom_histogram(bindwidth=1) + facet_grid(.~cutoff, scales="free", labeller = ) 

#Compare the plot above with a table plot like this. 
plot(table(data$count))

#This table plot, shows the distribution much better.. but not in ggplot format. 

一个可重现的例子：

data <- structure(list(count = c(0, 0, 1, 0, 0, 0, 1, 0, 24, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 
0, 1, 0, 0, 0, 2, 0, 7, 0, 1, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 4, 4, 0, 0, 0, 2, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 8, 0, 7, 0, 0, 0, 0, 0, 2, 0, 2, 
0, 8, 0, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 2, 0, 
4, 0, 19, 0, 14, 0, 5, 0, 7, 0, 20, 0, 1, 0, 1, 0, 1, 0, 0, 0, 
0, 0, 29, 0, 0, 0, 5, 0, 0, 0, 5, 0, 2, 0, 2, 0, 0, 0, 1, 0, 
4, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 1, 0, 0, 
0, 0, 0, 0, 0, 18, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 2, 0, 3, 
0, 4, 0, 0, 0, 0, 0, 4, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 2, 0, 
0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 6, 0, 1, 
0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 8, 0, 
2, 0, 2, 0, 0, 0, 5, 0, 1, 0, 11, 0, 10, 0, 60, 0, 0, 0, 0, 0, 
0, 0, 1, 0, 0, 0, 1, 0, 4, 0, 13, 0, 0, 0, 7, 0, 3, 0, 2, 0, 
2, 0, 3, 0, 0, 0, 10, 0, 1, 0, 0, 0, 0, 0, 21, 0, 0, 0, 21, 0, 
0, 0, 2, 0, 2, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 6, 0, 0, 
0, 0, 0, 8, 0, 0, 0, 9, 0, 0, 0, 0, 0, 3, 0, 0, 0, 2, 0, 0, 0, 
4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 8, 0, 1, 0, 13, 0, 0, 0, 0, 0, 
0, 0, 2, 0, 3, 0, 0, 0, 6, 0, 0, 0, 1, 0, 2, 0, 0, 0, 11, 0, 
3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 7, 0, 0, 0, 1, 0, 0, 
0, 8, 0, 1, 0, 1, 0, 4, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 7, 0, 23, 0, 1, 0, 0, 0, 6, 0, 2, 0, 0, 0, 0, 0, 4, 0, 
1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 7, 0, 3, 0, 0, 0, 0, 0, 2, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 
13, 0, 0, 0, 0, 0, 3, 1, 2, 0, 1, 0, 2, 0, 0, 0, 3, 0, 0, 0, 
0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 4, 
0, 0, 0, 1, 0, 0, 0, 4, 0, 1, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 26, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 3, 0, 3, 0, 
0, 0, 86, 0, 0, 0, 0, 0, 9, 0, 8, 0, 6, 0, 2, 0, 9, 0, 0, 0, 
4, 0, 0, 0, 0, 0, 0, 0, 3, 0, 1, 0, 3, 0, 3, 0, 2, 0, 1, 0, 0, 
1, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 1, 0, 4, 0, 0, 12, 6, 0, 3, 0, 2, 0, 2, 0, 17, 0, 2, 0, 2, 
0, 0, 0, 11, 0, 5, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 2, 
0, 1, 0, 2, 0, 7, 0, 0, 0, 4, 0, 3, 0, 0, 0, 1, 0, 1, 0, 2, 0, 
0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 1, 0, 13, 0, 1, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 0, 4, 0, 3, 0, 0, 0, 
1, 0, 1, 0, 0, 0, 3, 0, 1, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 6, 
0, 1, 0, 2, 0, 2, 0, 1, 0, 0, 0, 0, 0, 5, 0, 0, 1, 2, 0, 0, 0, 
0, 0, 3, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 4, 0, 0, 0, 2, 0, 0, 
0, 279, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 30, 0, 0, 0, 4, 0, 0, 
0, 0, 0, 1, 0, 4, 0, 2, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 
1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 4, 0, 1, 0, 16, 
0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 5, 0, 3, 0, 0, 
0, 0, 0, 0, 0, 1, 0, 6, 0, 1, 0, 0, 1, 13, 0, 0, 0, 1, 0, 0, 
0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 8, 0, 0, 0, 37, 0, 4, 0, 0, 
0, 1, 0, 16, 0, 0, 0, 0, 0, 4, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 1, 0, 0, 0, 0, 0, 4, 0, 1, 0, 3, 0, 0, 0, 2, 0, 1, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 6, 0, 2, 0, 2, 0, 0, 
0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 26, 0, 0, 
0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 7, 0, 0, 0, 3, 1, 3, 0, 1, 0, 0, 0, 0, 0, 0, 1, 18, 0, 8, 
0, 9, 0, 0, 0, 3, 0, 19, 0, 2, 0, 0, 0, 0, 0, 23, 0, 5, 0, 4, 
0, 0, 0, 0, 0, 7, 0, 1, 0, 17, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 
0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 2, 0, 0, 0, 
2, 0, 2, 0, 0, 0, 0, 0, 39, 0, 0, 0, 1, 0, 2, 0, 0, 0, 4, 0, 
0, 0, 1, 0, 0, 0, 3, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 1, 0, 2, 0, 9, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 3, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 0, 
3, 0, 2, 0, 0, 0, 3, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 6, 0, 13, 0, 23, 0, 1, 
0, 3, 0, 3, 0, 0, 0, 0, 0, 3, 0, 6, 0, 4, 0, 1, 0, 8, 0, 3, 0, 
0, 0, 0, 0, 4, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 30, 0, 1, 0, 4, 0, 4, 
0, 5, 0, 2, 0, 0, 0, 0, 0, 0, 0, 3, 0, 3, 0, 0, 0, 2, 0, 0, 0, 
0, 0, 5, 0, 0, 0, 2, 0, 1, 0, 8, 0, 10, 0, 1, 0, 9, 0, 0, 0, 
0, 0, 0, 0, 1, 0, 0, 0, 5, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 2, 
0, 9, 0, 1, 0, 0, 0, 0, 0, 24, 0, 8, 0, 0, 0, 0, 0, 2, 0, 0, 
0, 0, 0, 8, 0, 2, 0, 1, 0, 4, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 4, 0, 2, 0, 1, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 
0, 1, 0, 2, 0, 0, 0, 0, 0, 6, 0, 0, 0, 5, 0, 0, 0, 3, 0, 0, 0, 
0, 0, 3, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 
0, 5, 0, 5, 0, 0, 0, 0, 0, 1, 0, 2, 0, 6, 0, 0, 0, 0, 0, 3, 0, 
0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 1, 0, 8, 0, 6, 0, 1, 0, 0, 
0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 2, 0, 11, 
0, 1, 0, 2, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 4, 0, 4, 0, 0, 0, 
0, 0, 0, 0, 3, 0, 5, 0, 10, 0, 0, 0, 6, 0, 0, 0, 1, 0, 3, 0, 
1, 0, 0, 0, 2, 0, 16, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
2, 0, 1, 0, 1, 0, 6, 0, 14, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 4, 0, 1, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 1, 0, 30, 0, 33, 0, 6, 0, 6, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 4, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 5, 
0, 6, 0, 0, 0, 2, 0, 2, 0, 19, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 1, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 1, 0, 0, 0, 0, 0, 4, 0, 0, 
0, 18, 0, 2, 0, 15, 0, 0, 0, 9, 0, 1, 0, 6, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 0, 1, 0, 6, 0, 0, 0, 0, 0, 0, 0, 3, 0, 2, 0, 
8, 0, 1, 0, 7, 0, 22, 0, 3, 0, 2, 0, 11, 0, 3, 0, 2, 0, 3, 0, 
16, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 2, 0, 1, 0, 0, 0, 3, 0, 
1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 7, 0, 0, 0, 1, 0, 1, 0, 1, 
0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 6, 0, 3, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 3, 0, 0, 0, 14, 1, 14, 0, 0, 0, 
0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 7, 0, 3, 0, 6, 0, 0, 0, 7, 0, 0, 
0, 7, 0, 7, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 1, 0, 
0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 30, 0, 7, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 9, 0, 0, 0, 4, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 
0, 1, 0, 0, 0, 0, 0, 2, 0, 10, 0, 8, 0, 22, 0, 2, 0, 2, 0, 0, 
0, 13, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 23, 0, 0, 
0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 1, 0, 
0, 0, 1, 0, 9, 0, 4, 0, 1, 0, 0, 0, 10, 0, 4, 0, 1, 0, 0, 0, 
0, 0, 1, 0, 3, 0, 0, 0, 2, 0, 0, 0, 2, 0, 30, 0, 1, 0, 6, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 3, 0, 0, 0, 6, 0, 8, 0, 8, 
0, 1, 0, 17, 0, 0, 0, 1, 0, 6, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 
0, 1, 5, 0, 0, 1, 0, 1, 0, 4, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 8, 0, 5, 0, 1, 0, 0, 0, 0, 1, 4, 0, 0, 0, 2, 0, 0, 
0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
1, 0, 2, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43, 0, 1, 0, 0, 0, 
1, 0, 0, 1, 2, 0, 1, 0, 9, 0, 4, 0, 0, 0, 1, 0, 7, 0, 0, 0, 0, 
0, 30, 0, 2, 0, 0, 0, 0, 0, 0, 0, 4, 0, 24, 0, 11, 0, 3, 0, 3, 
0, 1, 0, 2, 0, 3, 0, 0, 0, 2, 0, 0, 0, 0, 0, 2, 0, 2, 0, 20, 
2, 0, 0, 6, 0, 2, 0, 11, 0, 41, 0, 13, 0, 0, 0, 2, 0, 0, 0, 85, 
0, 18, 0, 18, 0, 4, 0, 0, 0, 8, 0, 6, 0, 1, 0, 0, 0, 0, 0, 1, 
0, 6, 0, 0, 0, 4, 0, 22, 0, 1, 0, 2, 0, 0, 0, 4, 0, 1, 0, 25, 
0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 4, 0, 1, 0, 
3, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 
0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 
2, 0, 2, 0, 5, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 
0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 10, 0, 0, 0, 5, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51, 0, 0, 0, 3, 0, 1, 
0, 0, 0, 3, 0, 0, 0, 3, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 
11, 0, 3, 0, 1, 0, 0, 0, 0, 0, 18, 0, 9, 0, 92, 0, 2, 0, 0, 0, 
14, 0, 4, 0, 1, 0, 2, 14, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 
0, 0, 14, 0, 0, 0, 2, 0, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 1, 0, 0, 
0, 0, 0, 2, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 
25, 0, 30, 0, 2, 0, 0, 0, 12, 0, 0, 0, 0, 0, 8, 0, 4, 0, 0, 0, 
2, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 0, 
0, 0, 0, 0, 6, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 
0, 0, 0, 1, 0, 22, 0, 1, 0, 0, 0, 1, 0, 6, 0, 9, 0, 1, 0, 2, 
0, 10, 0, 1, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 
0, 1, 0, 1, 0, 3, 0, 0, 0, 7, 0, 40, 0, 3, 0, 0, 0, 0, 2, 5, 
0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 3, 0, 0, 0, 
2, 0, 5, 0, 0, 0, 3, 0, 13, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
2, 0, 0, 0, 0, 0, 8, 0, 1, 0, 0, 0, 1, 1, 1, 0, 12, 0, 3, 0, 
2, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 1, 0, 3, 0, 0, 0, 0, 0, 4, 
0, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 12, 0, 4, 0, 0, 0, 6, 0, 2, 
0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 40, 
0, 12, 0, 0, 0, 6, 0, 6, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 6, 0, 2, 0, 0, 0, 1, 0, 
1, 0, 22, 0, 3, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 
0, 1, 0, 1, 0, 0, 0, 0, 0, 5, 0, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 
4, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 
3, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 
0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 7, 0, 1, 0, 0, 0, 0, 0, 1, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 14, 0, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 1, 0, 2, 0, 0, 0, 
9, 0, 1, 0, 6, 0, 11, 0, 14, 0, 0, 0, 0, 0, 7, 0, 0, 0, 2, 0, 
0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 6, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 
0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 1, 0, 0, 0, 6, 0, 3, 0, 6, 0, 0, 0, 0, 0, 1, 0, 2, 0, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 0, 26, 0, 20, 0, 4, 0, 9, 0, 4, 0, 22, 0, 22, 
0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 3, 0, 1, 0, 4, 0, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 23, 0, 5, 0, 2, 0, 0, 0, 5, 0, 0, 0, 0, 0, 
0, 0, 2, 0, 0, 0, 2, 0, 8, 0, 1, 0, 1, 0, 3, 0, 52, 0, 2, 0, 
5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 9, 0, 1, 0, 1, 1, 0, 
0, 0, 0, 5, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 3, 0, 37, 0, 0, 
0, 0, 0, 0, 0, 4, 0, 1, 0, 0, 0, 0, 0, 15, 0, 1, 0, 0, 0, 0, 
0, 2, 0, 8, 0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 4, 0, 16, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 
3, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 6, 0, 1, 0, 0, 0, 3, 0, 0, 
0, 5, 0, 0, 0, 4, 3, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 
0, 0, 0, 0, 0, 0, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 3, 0, 0, 0, 
0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 9, 0, 27, 
0, 2, 0, 11, 0, 0, 0, 0, 0, 21, 0, 2, 0, 1, 0, 2, 0, 0, 0, 0, 
0, 0, 0, 0, 0, 2, 0, 62, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 3, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 67, 0, 1, 0, 0, 0, 1, 
0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 
3, 0, 1, 0, 0, 0, 1, 0, 4, 2, 10, 0, 3, 0, 0, 0, 0, 0, 1, 0, 
8, 0, 9, 0, 3, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 
0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 5, 0, 0, 0, 2, 0, 0, 0, 
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0, 0, 0, 0, 32, 0)), row.names = c(NA, -5588L), class = "data.frame")

标签： rggplot2

Answer 1

如果你想保持你的方法试试这个：

p1 <- ggplot(data=data, aes(count))
p1 + geom_histogram(binwidth = 1) + 
  facet_wrap(~cutoff, scales ="free_y") 

尝试修改binwidth以获得所需的结果