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rggplot2plotlyggplotlypatchwork

Combine ggplotly and ggplot with patchwork?


Is it possible to combine a ggplotly and a ggplot with patchwork?

Example

This displays the two plots side by side

library(ggplot2)
library(plotly)
library(patchwork)

a <- ggplot(data.frame(1), aes(X1)) + geom_bar()
b <- ggplot(data.frame(1), aes(X1)) + geom_bar()
a + b

But if we convert one to ggplotly, it errors

b  <- ggplotly(b)
a + b
Error: Can't add `b` to a ggplot object.
Run `rlang::last_error()` to see where the error occurred.

Is there a way to work around this?


Solution

  • Plotly has the subplot function to combine multiple plots together:

    library(ggplot2)
    library(plotly)
    
    df1 <-data.frame(x=1:10, y=1:10)
    df2 <- data.frame(x=10:1, y=1:10)
    
    p1<-ggplot(df1, aes(x, y)) +geom_point()
    fig1<-ggplotly(p1)
    
    p2<-ggplot(df2, aes(x, y)) +geom_line()
    fig2<-ggplotly(p2)
    
    subplot(fig1, fig2, nrows=2)
    

    See https://plotly.com/r/subplots/ for more information and examples.