CODEWITHSUNDEEP
rggplot2
John Smith
John Smith

Reputation: 2886

ggplot2: plot all attributes per id

I have a survey where each line represents a person and each column represents how long they took to complete the survey

I would like to plot a dot per timing per person so that if for example a person they completed the first part x1 in 10 minutes and the second part x2 in 12 minutes, the third part in 15 minutes x3 and the fourth part in 45 minutes x4 for ID 1 they would have these 4 dots on the y axis where the ID is the X Axis point

id <- sample(1:12)
x1 <- sample(1:250, 12, replace=F)
x2 <- sample(1:250, 12, replace=F)
x3 <- sample(1:250, 12, replace=F)
x4 <- sample(1:250, 12, replace=F)

mydf <- data.frame(id,x1,x2,x3,x4)

I tried using ggplot where i specified the x axis as the ID but im not sure how to represent all the other columns as different counts

Does anyone know if this is possible

Any help would be great

Upvotes: 2

Views: 521

Answers (1)

mtoto
mtoto

Reputation: 24198

I believe we need to melt your data.frame first and then construct your desired plot.

library(reshape2)
melted <- melt(mydf, id.vars = "id") # Melt data
# Generate plot
library(ggplot2)
ggplot(melted, aes(factor(id), value, colour = variable)) +
        geom_point()

enter image description here

Upvotes: 3

Related Questions