plotly / plotly/plotly.R

highlight() fails in lineplots after crosstalk filter if plot_ly()'s "color" argument matches highlight_key()'s key

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描述

I am making an interactive plotly plot with R using highlight() and crosstalk filter_select() functions. However, when the argument "color" of plotly's lines match highlight_key(), it becomes impossible to highlight any light of the filtered data in the plot.

Let's say you pick up the example in "Interactive web-based data visualization with R, plotly, and shiny" by Carson Sievert, in the Figure 16.10 of the chapter 16.1 "Graphical queries"
The example provided by the book works fine, you can highlight an item after filtering data:

library(gapminder)
g <- highlight_key(gapminder, ~country)
continent_filter <- filter_select("filter", "Select a country", g, ~continent)

p <- plot_ly(g) %>%
  group_by(country) %>%
  add_lines(x = ~year, y = ~lifeExp, color = ~continent) %>%
  layout(xaxis = list(title = "")) %>%
  highlight(selected = attrs_selected(showlegend = FALSE))

bscols(continent_filter, p, widths = 12)

enter image description here

However, when "color" argument of add_lines() matches highlight_key() variable (in this case, ~country) it is not possible to filter AND highlight the filtered data

library(gapminder)
g <- highlight_key(gapminder, ~country)
continent_filter <- filter_select("filter", "Select a country", g, ~continent)

p <- plot_ly(g) %>%
  group_by(country) %>%
  # Please mind that in the next line IS NOT "color = ~continent" as in the last example
  add_lines(x = ~year, y = ~lifeExp, color = ~country) %>%
  layout(xaxis = list(title = "")) %>%
  highlight(selected = attrs_selected(showlegend = FALSE))

bscols(continent_filter, p, widths = 12)

enter image description here

Is it possible to highlight items in an interactive plot_ly lineplot (because I've checked in boxplot and it works) when the color argument of plotly's plot matches the highlight_key?
I've also tried with geom_line() + ggplotly() but won't work neither

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调研方向

从使用 plot_ly()、add_lines()、highlight_key() 和 filter_select() 的最小 R 复现开始,比较 color = ~country 和 color = ~continent。跟踪折线图如何处理 crosstalk 过滤和高亮,然后验证当 color 与 highlight_key() 变量匹配时,经过过滤的项目仍然可以被高亮。

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评估

技术栈
r
领域
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
35/100

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