在 R 中创建 plotly 图表以在计数和百分比之间切换

Question

总体思路是创建一个 plotly 图表，可以在显示计数和百分比之间切换。 我可以使用 updatemenu 更改显示的轨迹，并且轴刻度可以动态更改，但是当我在下面的示例中切换到“%”时，图例消失了。

我根本不是 plotly 专业人士，这就是我使用ggplotly()的原因（我的真实示例更复杂，而ggplolty()效果很好，）我想知道是否必须手动将图例添加到 % 跟踪（3？4）当第一条痕迹不可见时显示图例？

library(ggplot2)
library(plotly)

df <- structure(list(outcome = c("a", "b", "a", "b", "a", "b", "a", 
"b", "a", "b"), n = c(59, 191, 28, 67, 29, 56, 33, 45, 32, 40
), pct = c(0.208480565371025, 0.674911660777385, 0.288659793814433, 
0.690721649484536, 0.337209302325581, 0.651162790697674, 0.4125, 
0.5625, 0.444444444444444, 0.555555555555556), day = c(1L, 1L, 
2L, 2L, 3L, 3L, 4L, 4L, 5L, 5L)), class = "data.frame",
row.names = c(NA, -10L))

p <- ggplot(df, aes(day, n, color = outcome)) +
  geom_line() +
  geom_line(aes(y = pct))

ggplotly(p, dynamicTicks = TRUE) %>% 
  style(visible = FALSE, traces = 3:4) %>% 
  layout(
    updatemenus = list(
      list(
        buttons = list(
          list(args = list("visible", list(TRUE, TRUE, FALSE, FALSE)),
               label = "n"),

          list(args = list("visible", list(FALSE, FALSE, TRUE, TRUE)),
               label = "%")
          )
        )
      )
    )

注意：这也发布在RStudio 社区上，但尚未收到任何答复。

Answer 1

@mfherman - 这是我想出的：

library(ggplot2)
library(plotly)
library(scales)

df <- structure(list(outcome = c("a", "b", "a", "b", "a", "b", "a", 
                                 "b", "a", "b"), n = c(59, 191, 28, 67, 29, 56, 33, 45, 32, 40
                                 ), pct = c(0.208480565371025, 0.674911660777385, 0.288659793814433, 
                                            0.690721649484536, 0.337209302325581, 0.651162790697674, 0.4125, 
                                            0.5625, 0.444444444444444, 0.555555555555556), day = c(1L, 1L, 
                                                                                                   2L, 2L, 3L, 3L, 4L, 4L, 5L, 5L)), class = "data.frame",
                row.names = c(NA, -10L))

p <- ggplot(df, aes(day, n, color = outcome)) +
  geom_line() +
  geom_line(aes(y = pct)) + 
  theme(legend.position="bottom", legend.box = "horizontal")



chart_type <- list(
  type = "buttons",
  direction = "right",
  xanchor = 'center',
  yanchor = "top",
  x = 0.5,
  y = 1.27,
  buttons = list(
    list(
      label = "nvals",
      method = "update",
      args = list( list("visible", list(TRUE, TRUE, FALSE, FALSE)), 
                   list( yaxis = list( range = c(0,200) ,
                                       ticksuffix = "") )
                  )),
    list(
        label = "%vals",
        method = "update",
        args = list( list("visible", list(FALSE, FALSE, TRUE, TRUE)), 
                     list( yaxis = list( range = c(0,100) ,
                                         ticksuffix = "%") )
        ))
  ))

# https://plotly.com/r/custom-buttons/#relayout-button



p2 <- ggplotly(p, dynamicTicks = TRUE, width = 640, height = 420) %>% 
  style(visible = FALSE, traces = 3:4) %>% 
  layout(
      legend = list(orientation = "h",y = 0.8, x = 0.8),
      updatemenus = list( chart_type )
)


for (i in 1:ncol(df)){
  p2$x$data[[i]]$showlegend <- TRUE
}
p2

重要部分在底部 - > 看起来p2$x$data[[i]]$showlegend值默认在第二个图表上设置为 false。 可能值得作为 github 项目的问题打开，以便将其作为选项添加到布局列表中。 看起来他们现在只有一个hide_legend选项......很奇怪。

https://github.com/ropensci/plotly/issues

感谢这个问题帮助我解决这个问题：

https://github.com/ropensci/plotly/issues/842

编辑：根据评论中的要求添加了 % yaxis