How to create a point chart for cumulative sums using ggplot2 in R?
To create a point chart for cumulative sums using ggplot2, we need to use cumsum function for the dependent variable inside the aes function for aesthetic mapping that describes how the variable will be plotted. For example, if we have a data frame df that contain columns x and y where y is the dependent variable then the point chart for cumulative sums can be created as ggplot(df,aes(1:20,y=cumsum(y)))+geom_point().
Example
Consider the below data frame −
Live Demo
set.seed(666)
x<-1:20
y<-rpois(20,5)
df<-data.frame(x,y)
df
Output
x y
1 1 7
2 2 3
3 3 10
4 4 3
5 5 4
6 6 6
7 7 10
8 8 5
9 9 1
10 10 3
11 11 7
12 12 1
13 13 2
14 14 3
15 15 3
16 16 7
17 17 1
18 18 8
19 19 5
20 20 5
Loading ggplot2 package and creating cumulative sums point chart −
library(ggplot2)
ggplot(df,aes(1:20,y=cumsum(y)))+geom_point()
Output
Published on 17-Oct-2020 13:33:18
