ggplotly hover text doesn't work with geom_dotplot

Question

I would like to add hover text annotations to a dot plot in R. But ggplotly doesn't seem to work with geom_dotplot.

I would like the final dotplot to look like something this:

df <- data.frame(year = c("2000", "2005", "2005", "2010", "2010", "2010"), name = c("George", "Michael", "Bob", "James", "Will", "Fabrizio"))

ggplot(df, aes(x = year)) + geom_dotplot(, stackratio = 1, fill = "darkgreen", stackgroups = TRUE)

But then I want the "name" data to appear when you hover on a given dot.

The following code works with other graphs (geom_point, for example), but with geom_dotplot the look changes entirely, and the hover text doesn't work:

ggplotly(ggplot(df, aes(x = year, text = paste(name))) + geom_dotplot(, stackratio = 1, fill = "darkgreen", stackgroups = TRUE, binpositions="all"), tooltip = "text")

Any help with this would be much appreciated! Thank you.

Reed

score 0 · Answer 1 · answered Aug 23 '22 at 11:17

0

According to the documentation it seems not possible to create hover texts with geom_dotplot in ggplotly. When you check this documenation, you can see that none of the options given hovers the labels. Even when using label or text in your aes with tooltip seems not working.

As an option, maybe you want to use fill to show the names like this:

library(ggplot2)
library(plotly)
p <- ggplot(df, aes(x = year, fill = name)) + 
  geom_dotplot(stackratio = 1, stackgroups = TRUE)

ggplotly(p)

Output:

answered Aug 23 '22 at 11:17

Quinten

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Hi Quinten, Thanks very much for your response and proposed solution. The problem is that my real data set has a lot more data, and I want to put several variables in the annotations, so it really needs to be hover text. I think the solution, given what you said about the doumentation, is to make a scatter plot that looks like a dot plot. – Reed Cooley Aug 23 '22 at 14:04

score 0 · Answer 2 · answered Aug 23 '22 at 14:14

If hover text is not available with for geom_dotplot, then another solution would be to make a scatter plot that looks like a dot plot:

df <- data.frame(
    year = c("2000", "2005", "2005", "2010", "2010", "2010"),
    name = c("George", "Michael", "Bob", "James", "Will", "Fabrizio"),
    position = c("1", "1", "2", "1", "2", "3"))

p <- ggplot(df, aes(x = year, y = position,  text = paste(name)))
     + geom_point(colour = "darkgreen", alpha = .3, size = 5)
     + scale_y_continuous(limits = c(0, 10))
     + theme(axis.text.y=element_blank(),axis.ticks.y=element_blank(), 
     axis.title.y = element_blank())

ggplotly(p, tooltip = "text")

(The hover text doesn't work in the StackOverflow preview but it does in R Studio.)

ggplotly hover text doesn't work with geom_dotplot

2 Answers2