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Make geom more dense in ggplot

I am currently displaying values ​​as Geoms on ggplot

. These values ​​are on the y-axis, and their categories are on the x-axis.

The data looks something like this:

Value   condition
1         TRUE
1         TRUE
1         TRUE
6         TRUE
10        TRUE

Minimal run example:

df <- data.frame(c(1,1,1,1,1,2,3,3,1,6), TRUE) 
colnames(df) <- c("value", "condition")
ggplot(df, aes(x = condition, y = value)) + geom_point()

So, for example, given a value 1

provided TRUE

, how could I make a point (or any other) larger than the others, since it has more data points.

6 units have more data points than 3 three or 1 two or 1 six. So one of them will be the largest in this example, 3 will be next, while 2 and 6 will be the same size

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1 answer


Using the package dplyr

, you can change your details. Then you can draw the shape.

mydf <- data.frame(c(1,1,1,1,1,1,2,3,3,1,6), TRUE) 
colnames(mydf) <- c("value", "condition")

library(dplyr)
count(mydf, condition, value) -> mydf2 

ggplot(mydf2, aes(x = condition, y = value, size = n)) + geom_point()


enter image description here

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