Click to get coordinates from multiple histogram in shiny - r

Question

How can we get interactive coordinates(x and y) of multiple histograms in shiny. I have tried this code
#server.R
library(xts)
shinyServer(function(input, output,session) {
output$info <- renderText({
paste0("x=", input$plot_click$x, "\ny=", input$plot_click$y)
})
output$plot<- renderPlot({
set.seed(3)
Ex <- xts(1:100, Sys.Date()+1:100)
df = data.frame(Ex,matrix(rnorm(100*3,mean=123,sd=3), nrow=100))
df<-df[,-1]
par(mfrow = c(2,2))
for(i in names(df)){
hist(df[[i]] , main=i,xlab="x",freq=TRUE,label=TRUE,plot = TRUE)
}
})
})
ui.R
#ui.r
mainPanel(
tabsetPanel(type="tab",tabPanel("plot", plotOutput("plot",click = "plot_click"), verbatimTextOutput("info"))
)
The problem with above code is I get random coordinates of the whole plot like this
x=124.632301932263
y=20.4921068342051
instead I want to get coordinates of individual plots with its corresponding values. For example if I click any place in X1's chart I should get x and y coordinates of that chart . How can I do this?

Answer 1

I originally was going to say that this occurs because the click is governed by the pixels of the plot instead of the data, but I am proved wrong here:
Notice that the x and y coordinates are scaled to the data, as opposed to simply being the pixel coordinates. This makes it easy to use those values to select or filter data.
I instead am going to honestly guess that within a graphics device Shiny can't tell the difference between the individual plots, to which a solution would be to create individual devices for each plot:
ui.R
library(shiny)
shinyUI(
tabsetPanel(type="tab",
tabPanel("plot",
uiOutput("coords"),
uiOutput("plots")
)
)
)
server.R
library(xts)
set.seed(3)
Ex <- xts(1:100, Sys.Date() + 1:100)
df <- data.frame(Ex, matrix(rnorm(100*3, mean = 123, sd = 3), nrow = 100))
cn <- colnames(df)
df <- df[, cn[cn != "Ex"]]
n_seq <- seq(ncol(df))
shinyServer(function(input, output, session) {
output$plots <- renderUI({
plot_output_list <- lapply(n_seq, function(i) {
plotOutput(paste0("plot", i), click = paste0("plot_click", i),
height = 250, width = 300)
})
})
for (i in n_seq) {
output[[paste0("plot", i)]] <- renderPlot({
hist(df[[i]] , main = i, xlab = "x", freq = TRUE, label = TRUE)
})
}
output$coords <- renderUI({
coords_output_list <- lapply(n_seq, function(i) {
renderText({
set <- input[[paste0("plot_click", i)]]
paste0("Plot ", i, ": x=", set$x, "\ny=", set$y)
})
})
})
})