distinguish links and nodes in sankeyPlot using event_data
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描述
I am building a sankey plot using plotly package with R within a Shiny application.
At some point, I use event_data function which returns an index pointNumber which is an integer ranging from 0 to the number of pairwise nodes relationships.
When performing sankeyPlot in plotly you have to specify the node and link arguments. The problem is that pointNumber provides an index which I cannot distinguish between the node or the link.
I would like the app could identify if the user clicks on a node or on a link.
Here is a toy example. Note that when clicking on node "A", pointNumber returns 0, and the same when clicking on link connecting node "A" and node "B".
library(plotly); library(shiny)
ui <- fluidPage(
plotlyOutput("plot"),
verbatimTextOutput("index")
)
server <- function(input, output){
output$index <- renderPrint({
event_data("plotly_click", source="sankeyPlot")
})
output$plot <- renderPlotly({
plot_ly(
source = "sankeyPlot",
type = "sankey",
arrangement = "fixed",
node = list(label = c("A","B","C","D"), hoverinfo="none"),
link = list(source=c(0,0,1,2), target=c(1,2,3,3), value=c(2,5,2,1), hoverinfo="none")
)
})
}
shinyApp(ui, server)
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调研方向
从使用 event_data("plotly_click") 的简单 Shiny 示例开始,检查在 sankey 图上点击节点和链接时返回的 pointNumber。跟踪 sankeyPlot 事件的表示方式,并确定返回的数据如何区分被点击的元素。当应用能够可靠地识别点击的目标是节点还是链接时,即视为完成。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- r
- 领域
- data-visualization
- Issue 类型
- 功能
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- 3/5
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- 1-2 天
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- 35/100