sec_axis ggplo2 绘制分面双坐标图
2020-04-29 本文已影响0人
热衷组培的二货潜
数据构建来源:
https://stackoverflow.com/questions/26917689/how-to-use-facets-with-a-dual-y-axis-ggplot
library(ggplot2)
dt.diamonds <- data.table::as.data.table(diamonds)
d1 <- dt.diamonds[,list(revenue = sum(price),
stones = length(price)),
by = c("clarity","cut")]
max_stones <- max(d1$stones)
max_revenue <- max(d1$revenue)
d2 <- gather(d1, 'var', 'val', stones:revenue) %>%
mutate(val = if_else(var == 'revenue', as.double(val), val / (max_stones / max_revenue)))
ggplot() +
# 柱状图数据
geom_bar(data = filter(d2, var == 'revenue'),
aes(clarity, val, fill = cut),
col = "black",
stat = "identity") +
# 折线图数据
geom_line(data = filter(d2, var == 'stones'), aes(clarity, val, group = cut),
col = "red", size = 1) +
geom_point(data = filter(d2, var == 'stones'), aes(clarity, val, group = cut),
col = "blue", size = 2) +
facet_grid(cut~.) +
# 对调 xy 轴
coord_flip() +
# 绘制第二个 x 轴,且原本的 x 轴放置于最上面
scale_y_continuous(sec.axis = sec_axis(trans = ~ . * (max_stones / max_revenue),
name = 'number of stones'),
labels = scales::dollar,
position = "right",
expand = c(0, 0)) +
# 原本的 y 轴放置到最左边
scale_x_discrete(position = "bottom") +
theme_bw() +
theme(panel.background = element_rect(fill = "#F3F2EE", colour = "#F3F2EE"),
panel.grid.major = element_line(size = 1, linetype = 'solid',
colour = "white"),
panel.grid.minor = element_line(size = 1, linetype = 'solid',
colour = "white"),
axis.text.x = element_text(angle = 0, hjust = 0.5),
axis.text.y = element_text(color = "blue"),
# axis.text.y.right = element_text(color = "red"),
legend.position = "bottom",
strip.text.y = element_text(angle = 0, color = "black",
face = "bold", size = 12)) +
labs(x = "")
strip.text.y
用来控制分面后标签文本的具体信息:
比如上面 strip.text.y
换成
strip.text.y = element_text(angle = -90, color = "black",
face = "bold", size = 12))
如果我想将标签放在左边,且水平放置呢?
strip.text.y.left 和 strip.placement 至关重要的参数
ggplot() +
# 柱状图数据
geom_bar(data = filter(d2, var == 'revenue'),
aes(clarity, val, fill = cut),
col = "black",
stat = "identity") +
# 折线图数据
geom_line(data = filter(d2, var == 'stones'), aes(clarity, val, group = cut),
col = "red", size = 1) +
geom_point(data = filter(d2, var == 'stones'), aes(clarity, val, group = cut),
col = "blue", size = 2) +
facet_grid(cut~.,
switch = "y") +
# 对调 xy 轴
coord_flip() +
# 绘制第二个 x 轴,且原本的 x 轴放置于最上面
scale_y_continuous(sec.axis = sec_axis(trans = ~ . * (max_stones / max_revenue),
name = 'number of stones'),
labels = scales::dollar,
position = "right",
expand = c(0, 0)) +
# 原本的 y 轴放置到最左边
scale_x_discrete(position = "bottom") +
theme_bw() +
theme(panel.background = element_rect(fill = "#F3F2EE", colour = "#F3F2EE"),
panel.grid.major = element_line(size = 1, linetype = 'solid',
colour = "white"),
panel.grid.minor = element_line(size = 1, linetype = 'solid',
colour = "white"),
axis.text.x = element_text(angle = 0, hjust = 0.5),
axis.text.y = element_text(color = "blue"),
# axis.text.y.right = element_text(color = "red"),
legend.position = "bottom",
strip.background = element_blank(),
strip.placement = "outside",
strip.text.y.left = element_text(angle = 0, color = "black",
face = "bold", size = 12)) +
labs(x = "")
如果标签文本过才需要换行呢?
这里给了一个答案:
How to Fit Long Text into Ggplot2 facet Titles
解决方案,就在将分面的文本预先用
str_wrap()
函数进行分行处理
library(reshape2)
library(ggplot2)
Example<-data.frame(Year,Q1,Q2, stringsAsFactors=FALSE)
ExampleM<-melt(Example,id.vars=c("Year"))
# Helper function for string wrapping.
# Default 20 character target width.
swr = function(string, nwrap=20) {
paste(strwrap(string, width=nwrap), collapse="\n")
}
swr = Vectorize(swr)
# Create line breaks in Year
ExampleM$Year = swr(ExampleM$Year)
ggplot(ExampleM, aes(x=variable, fill=value)) +
geom_bar(position="dodge") +
facet_grid(~Year)