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Combining a plotly graph and an interactive table with crosstalk in R
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| --- | |
| title: "DT, plotly and crosstalk" | |
| --- | |
| ```{r} | |
| library(plotly) | |
| library(DT) | |
| library(crosstalk) | |
| library(htmltools) | |
| ``` | |
| ```{r} | |
| dataset <- mtcars | |
| dataset$name <- row.names(dataset) | |
| sd <- SharedData$new(dataset) | |
| htmltools::browsable({ | |
| htmltools::tagList( | |
| # plot | |
| div( | |
| style = paste0( | |
| "width: 45%;", | |
| "float: left;", | |
| "padding-left: 1rem;", | |
| "padding-top: 3rem;" | |
| ), | |
| plot_ly () %>% | |
| add_trace( | |
| name = "", # suppress secondary hover box | |
| type = "scatter", | |
| mode = "markers", | |
| data = sd, | |
| x = ~hp, | |
| y = ~mpg, | |
| text =~name, | |
| hoverinfo = 'text', | |
| hovertemplate = paste( | |
| '<b>%{text}</b>', | |
| '<br><i>hp</i>: %{x}<br>'), | |
| showlegend = FALSE) %>% | |
| add_text( | |
| name = "Names", | |
| data = dataset[dataset$mpg > 25, ], | |
| x = ~hp, | |
| y = ~mpg, | |
| text= ~name, | |
| textposition="top center", | |
| showlegend = TRUE) %>% | |
| highlight( | |
| color = "red", | |
| on = "plotly_click", | |
| off = "plotly_doubleclick") %>% | |
| layout(legend = list(orientation = 'h')), | |
| htmltools::p("Double-click to deselect") | |
| ), | |
| # table | |
| div( | |
| style = paste0( | |
| "width: 45%;", | |
| "height: 100%;", | |
| "float: right;", | |
| "padding-right: 1rem;", | |
| "padding-top: 1rem;" | |
| ), | |
| datatable(sd, rownames = TRUE, height = 500L) | |
| ) | |
| ) | |
| }) | |
| ``` |
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