How to plot using ggplot2

Question

I have a task and i need to plot graph using ggplot2. I have a vector of rating (Samsung S4 ratings from its users) I generate this data using this:

TestRate<- data.frame (rating=sample (x =1:5, size=100, replace=T ), month= sample(x=1:12,size=100,rep=T) )

And now I need to plot a graph, where on X axis will be dates (monthes in our example data) and 5 different lines grouped by 5 different ratings (1,2,3,4,5). Each line shows count of its ratings for corresponding month How can I plot this in ggplot2?

Colonel Beauvel · Accepted Answer · 2015-04-22 10:32:31Z

3

You need first to count the number of elements per couple of (rating, month):

library(data.table)
setDT(TestRate)[,count:=.N,by=list(month, rating)]

And then you can plot the result:

ggplot(TestRate, aes(month, count, color=as.factor(rating))) + geom_line()

enter image description here

answered Apr 22, 2015 at 10:32

Colonel Beauvel

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lawyeR · Accepted Answer · 2015-04-22 13:01:19Z

0

If your data.table is not set (so to speak), you can use dplyr (and rename the legend while you are at it).

df <- TestRate %>% group_by(rating, month) %>% summarise(count = n())

ggplot(df, aes(x=month, y=count, color=as.factor(rating))) + geom_line() + labs(color = "Rating")

enter image description here

answered Apr 22, 2015 at 13:01

lawyeR

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