[英]ggplot Stacked bar chart
I would like to create a stacked chart using ggplot2 and geom_bar. 我想使用ggplot2和geom_bar创建一个堆积图。
This is my data:
Date D1 D2 D3
2017-05-08 .3 .5 .2
2017-02-22 .4 .4 .2
2016-11-23 .1 .5 .4
2016-05-13 .2 .6 .2
I want a stacked chart where the x-axis is the Year, the y-axis is the proportion of D1, D2, D3 (with D1, D2, D3 in different color). 我想要一个堆积图,其中x轴是Year,y轴是D1,D2,D3(D1,D2,D3颜色不同)的比例。
This is what I am thinking 这就是我的想法
ggplot(data = data1, mapping = aes(x = as.numeric(format(data1$Date, '%Y')), fill=D1))
+ geom_bar()
However, this will only plot D1. 但是,这只会绘制D1。 I am not sure what I need to do to add in the D2 and D3 on the same plot.
我不确定要在同一图中添加D2和D3,我需要做什么。
Manually changing the data, I can create something like this. 手动更改数据,我可以创建类似的内容。 But I would like to do this in a more efficient way.
但是我想以更有效的方式做到这一点。
Try this: 尝试这个:
require(ggplot2)
df$Date <- substr(df$Date,1,4)
plotDf <- melt(df, id.vars='Date')
plotDf <- aggregate(value ~ variable + Date,
mean, na.rm=TRUE, data=plotDf)
Output: 输出:
Sample data: 样本数据:
require(data.table)
df <- fread("Date D1 D2 D3
2017-05-08 .3 .5 .2
2017-02-22 .4 .4 .2
2016-11-23 .1 .5 .4
2016-05-13 .2 .6 .2")
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