For my project I need to extract the x and y coordinates of the “Box Select” which I use to select data within a shiny app (as I need to filter according to these values within a time frame). To be more precise - I need the actual coordinates only of the created box, not the x/y values of the selected IDs inside.
JS - Event Handlers <- I saw here that the event handler has these coordinates (x and y array) and you can see them in the console - but how do I store them dynamically within R?
Thanks already.
library(shiny)
library(plotly)
ui <- fluidPage(
plotlyOutput('myPlot'),
)
server <- function(input, output, session){
output$myPlot = renderPlotly({
plot_ly(data = iris, x = ~Sepal.Length, y = ~Petal.Length, color = ~Species) %>%
layout(dragmode = "select")
})
}
shinyApp(ui, server)
After trying around a lot I figured out that the data about the box range is not stored within the event_data of "selected", but they are available in both of "brushed" and "brushing".
Here is my solution to get the range of the created box:
library(shiny)
library(plotly)
ui <- fluidPage(
plotlyOutput('myPlot'),
)
server <- function(input, output, session){
output$myPlot = renderPlotly({
plot_ly(data = iris, x = ~Sepal.Length, y = ~Petal.Length, color = ~Species,
type = 'scatter') %>%
layout(dragmode = "select") %>%
event_register(event = "plotly_brushed")
})
# Drag based selection in plotly graph
selected_range <- reactiveVal({})
observeEvent(event_data("plotly_brushed"), {
# storing the values in a reactive value for later use
selected_range(event_data("plotly_brushed"))
# alternative method if you want to use it within the same observer/reactive expression
#xmin <- event_data("plotly_brushed")$x[1]
#xmax <- event_data("plotly_brushed")$x[2]
#ymin <- event_data("plotly_brushed")$y[1]
#ymax <- event_data("plotly_brushed")$y[2]
})
}
shinyApp(ui, server)