htmltools
htmlwidgets
Javascript
Author

Jihong Zhang

1 JFR Chapter 3: Introduction to Widgets

The htmlwidgets package originates from the rCharts package [@vaidyanathanRamnathvRCharts2025] in 2012 by Ramnath Vaidyanathan. It brought together a plethora of data visualisation JavaScript libraries, datamaps, highcharts, morris.js, and many more. Though no longer maintained rCharts ultimately paved the way towards a framework for interactive visualisations in R: two years later, in 2014, Ramnath and other prominent R users start working on htmlwidgets.

1.1 crosstalk package

  • crosstalk package enable multiple html widgets to communicate.
    • bscols function put the visualization and table side-by-side
  • Not all html widgets support crosstalk package. You can check out the list of compatible HTML widgets here.
Share Data between HTML widgets

You can select cases in HTML tables and the selection will be reflected in the plot.

library(DT)
library(crosstalk)
library(plotly)


sd <- SharedData$new(iris[, c("Sepal.Length", "Sepal.Width")])

crosstalk::bscols(
  device = "lg",
  datatable(sd, width = "100%"),
  plot_ly(sd, x=~Sepal.Length, y=~Sepal.Width)
)
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