可视化高度倾斜的计数数据 ggplot2
[英]Visualize highly skewed count data ggplot2
问题描述
I have some problems visualizing some highly skewed data (about 70 percent are zeros).
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）。 I have been looking at the solutions here: R: suitable plot to display data with skewed counts .我一直在看这里的解决方案： R:适合 plot to display data with skewed counts 。 I have tried the facetting option, however it doesn't look very good and doesn't seem to capture the distribution of the data properly when count > 10.我尝试了 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。
Can anyone help with a good way to visualizing the count > 10?任何人都可以提供一种可视化计数> 10的好方法吗？ Or some other way to visualize the data nicely?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.
A reproducible examplee: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,
0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 9, 0, 0, 0, 0,
0, 4, 0, 1, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 2, 0, 10,
0, 11, 0, 1, 0, 0, 0, 2, 0, 70, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0,
0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 5, 0, 4, 0, 1, 0,
2, 0, 1, 0, 2, 0, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0,
0, 0, 0, 0, 0, 5, 0, 1, 0, 5, 0, 0, 0, 10, 0, 2, 0, 0, 0, 0,
0, 0, 0, 1, 0, 0, 0, 4, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0,
4, 0, 7, 0, 5, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0,
0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0,
0, 2, 0, 0, 0, 1, 0, 1, 0, 0, 0, 2, 0, 0, 0, 3, 0, 3, 0, 0, 1,
0, 0, 3, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0,
0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 1, 0, 2, 0, 5, 0, 1, 0, 1, 0, 1,
0, 5, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 6, 0, 11,
0, 0, 0, 2, 0, 2, 0, 1, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27,
0, 5, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0,
0, 0, 1, 0, 1, 0, 0, 0, 3, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 7, 0, 0, 0,
0, 0, 0, 0, 1, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2,
0, 2, 0, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 2, 0, 0, 0,
2, 0, 1, 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, 13, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0,
0, 0, 0, 4, 0, 0, 0, 7, 0, 9, 0, 16, 0, 7, 0, 0, 0, 0, 0, 0,
0, 3, 0, 4, 0, 12, 0, 2, 0, 0, 0, 0, 0, 6, 0, 8, 0, 2, 0, 2,
0, 0, 0, 0, 0, 7, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 4, 0, 5, 0,
0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 2,
0, 2, 0, 0, 0, 8, 0, 5, 0, 11, 0, 0, 0, 1, 0, 0, 0, 4, 0, 0,
0, 1, 0, 3, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
2, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0,
0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 1, 0, 1, 0, 0, 0, 3, 0, 0, 0, 13, 0, 20, 0, 0, 0, 0,
0, 1, 0, 0, 0, 1, 0, 0, 0, 6, 0, 6, 0, 10, 0, 0, 0, 0, 0, 5,
0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 5, 0, 5, 0,
1, 0, 3, 0, 0, 0, 0, 0, 3, 0, 3, 0, 3, 0, 0, 0, 0, 0, 1, 0, 4,
0, 0, 0, 4, 0, 2, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0,
0, 14, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0,
1, 0, 0, 0, 1, 0, 0, 0, 14, 0, 4, 0, 0, 0, 2, 0, 1, 0, 1, 0,
0, 0, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1,
0, 6, 0, 0, 0, 1, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0,
2, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 2, 0, 0, 0, 11, 0, 0, 0,
5, 0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 14, 0, 1, 0, 5, 0, 1, 0,
1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 10, 0, 8, 0, 0, 0, 1, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 2, 0, 23, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1,
0, 4, 0, 0, 0, 0, 0, 19, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 1, 0,
1, 0, 0, 0, 6, 0, 1, 0, 6, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0,
0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0,
0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 13,
0, 0, 0, 0, 0, 3, 0, 2, 0, 1, 0, 0, 0, 3, 0, 2, 0, 0, 0, 0, 0,
0, 0, 0, 0, 3, 0, 1, 0, 0, 0, 11, 0, 0, 0, 34, 0, 6, 0, 3, 0,
2, 0, 0, 0, 0, 0, 4, 0, 2, 0, 1, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 1, 0, 0, 0, 31, 0, 15, 0, 4, 0, 0, 0, 1, 0, 0, 0, 1,
0, 3, 0, 0, 0, 0, 0, 5, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 3, 0,
1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 11, 0, 0, 0, 1, 0, 6, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 5, 0, 4, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 1,
0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 27, 0, 16, 0, 0, 0, 0, 0,
0, 0, 3, 0, 9, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0,
0, 0, 0, 7, 0, 2, 0, 0, 0, 6, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0,
4, 0, 5, 0, 0, 0, 3, 0, 0, 0, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0,
0, 7, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1,
0, 1, 0, 0, 0, 6, 0, 1, 0, 4, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0,
0, 0, 2, 0, 0, 0, 0, 0, 24, 0, 0, 0, 1, 0, 0, 0, 0, 0, 27, 0,
11, 0, 8, 0, 7, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0,
0, 0, 1, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 1, 0, 2, 0, 2, 0, 0, 0, 0, 0, 1, 0, 2, 0, 5, 0, 1, 0, 1,
0, 1, 0, 0, 0, 1, 0, 1, 0, 9, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0,
2, 0, 1, 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, 4, 0, 1, 0, 4, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0,
0, 1, 0, 0, 0, 15, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1,
0, 2, 0, 0, 0, 0, 0, 1, 0, 10, 0, 24, 0, 0, 0, 0, 0, 32, 0, 0,
0, 10, 0, 1, 0, 2, 0, 7, 0, 5, 0, 0, 0, 0, 0, 1, 0, 1, 0, 14,
0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 1, 0, 1, 0,
0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 6, 0, 0, 0, 1, 0, 0, 4, 0, 0,
0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 5, 0, 0, 0, 0, 0, 3, 0, 0, 0,
0, 0, 4, 0, 2, 0, 4, 0, 10, 0, 11, 2, 0, 0, 0, 0, 0, 0, 1, 0,
4, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0,
0, 3, 0, 3, 0, 3, 0, 0, 0, 2, 0, 2, 0, 1, 0, 0, 0, 1, 0, 0, 0,
2, 0, 1, 0, 0, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4,
0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0,
0, 0, 0, 0, 32, 0)), row.names = c(NA, -5588L), class = "data.frame")
2 个解决方案
解决方案1
0 2021-01-29 12:10:53
If you want to keep your approach try this: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")
Try modifying binwidth to get the desired result尝试修改binwidth以获得所需的结果
解决方案2
0 已采纳 2021-01-29 13:02:08
If you want full control over ticks and what is displayed, one way to do this is to make the graphs separate and then combine them with grid.arrange() .如果您想完全控制刻度和显示的内容，一种方法是将图形分开，然后将它们与grid.arrange()结合起来。 In the example below I made two graphs and changed some features about the x asix (but you can change whatever you like) then put them on the same plot with the gridExtra package.在下面的示例中，我制作了两个图表并更改了有关 x asix 的一些功能（但您可以更改任何您喜欢的内容），然后将它们放在与 gridExtra package 相同的 plot 上。
library(ggplot2)
library(dplyr)
library(gridExtra)
data <- data %>%
mutate(cutoff = ifelse(count > 10, "count > 10", "count =< 10"))
p1 <- ggplot(data= filter(data, cutoff == "count > 10"), aes(count)) +
geom_histogram( bins = 10) +
scale_y_continuous("count", breaks = seq(from = 10, to = 250,by = 10) )
p2 <- ggplot(data=filter(data, cutoff == "count =< 10"), aes(count)) +
geom_histogram() +
scale_x_continuous("count", breaks = c(0,2,4,6,8,10))
grid.arrange(p1,p2, ncol =2)
声明:本站的技术帖子网页，遵循CC BY-SA 4.0协议，如果您需要转载，请注明本站网址或者原文地址。任何问题请咨询:yoyou2525@163.com.
相关问题
ggplot2 colorbar，用于偏斜数据的不连续跳转 - ggplot2 colorbar with discontinuous jump for skewed data
使用ggplot2在线图中可视化..count .. - Visualize ..count.. in a line graph with ggplot2
使用ggplot2可视化聚合数据 - Visualize aggregate data using ggplot2
如何用栅格数据拉直倾斜的 ggplot2 map？ - How to straighten skewed ggplot2 map with raster data?
如何使用ggplot2可视化tbl_sql数据？ - How visualize tbl_sql data using ggplot2?
R, ggplot2: How can I visualize the inheritance or flow of data, attributes, and other components of a graphical object in ggplot2? - R, ggplot2: How can I visualize the inheritance or flow of data, attributes, and other components of a graphical object in ggplot2?
如何在ggplot2中可视化两个分类变量 - How to visualize two categorical variables in ggplot2
如何使用 ggplot2 可视化样条回归？ - How to visualize spline regression with ggplot2?
ggplot2 和 dplyr，可视化一个作为字符的列 - ggplot2 and dplyr, visualize a column which is a character
如何用`ggplot2`可视化成对比较？ - How to visualize pairwise comparisons with `ggplot2`?
相关标签