geom_sina plot doesn't show when linked to another plot via brushing in Shiny
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描述
Hello,
I'm attempting to link points from a geom_sina object to another plot (it will be a bar-plot but for now, I just have a scatterplot to illustrate the problem). The issue is that when I put the "key=key" aesthetic into geom_sina, the plot doesn't show up.The plot will show up if I remove the "key=key" aesthetic, but then I have no means by which to connect the plots. I think this might be a bug given that this works fine with geom_point.
library(plotly)
library(shiny)
library(tidyverse)
df = diamonds
df = df[sample(1:nrow(df), size=1000, replace=FALSE), ] %>%
rownames_to_column("key")
server <- function(input, output) {
output$my_points <- renderPlotly({
p = ggplot(df, aes(x=cut, y=price, label=clarity)) +
coord_flip() +
ggforce::geom_sina(aes(color=carat, key=key), alpha=.2) +
# gggforce::geom_sina(aes(color=carat), alpha=.2) + # this will make the plot show up, but doesn't link it to the other
# geom_point(aes(color=carat, key=key), alpha=.2) + # using geom_point works here
theme_light()
ggplotly(p, source="ggplotly_points")
})
selected_values <- reactive({
brush <- event_data("plotly_click", source="ggplotly_points")
if (is.null(brush)) {
TRUE
} else {
df$key == (brush$pointNumber + 1)
}
})
output$scatter <- renderPlotly({
df %>%
filter(selected_values()) %>%
plot_ly(
x = ~carat,
y = ~price,
alpha = 0.2
) %>%
toWebGL()
})
}
ui <- fluidPage(
plotlyOutput("my_points"),
plotlyOutput("scatter")
)
shinyApp(ui, server)
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调研方向
首先运行提供的 R Shiny 示例,并将 ggforce::geom_sina 情况与正常工作的 geom_point 情况进行比较。跟踪 ggplotly 转换和 key 处理,以确定为什么添加 key=key 会导致绘图无法渲染;当 sina 图显示出来,并且其中被点击的点仍然链接到第二个图时,即表示完成。
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评估
- 技术栈
- r
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- data-visualization
- Issue 类型
- 缺陷
- 难度
- 4/5
- 预计耗时
- 3-5 天
- 活跃度
- 停滞
- 描述清晰度
- 基本清楚
- 新手友好度
- 45/100