制作具有光泽的动态CheckboxGroupInput [英] Making a dynamic CheckboxGroupInput with shiny

问题描述

我正在尝试选中一个复选框，以便能够按年份过滤数据集。但是，并非每个变量都具有每年的所有数据，因此我只希望变量具有ui中显示的数据的年份。可悲的是，将我的代码分成条件面板后，按钮不再过滤。

I am trying to make a checkbox to be able to filter the dataset by years. However not every variable has all the data for every year so I wanted only the years where the variable has data for shown in the ui. Sadly, after splitting my code into conditional panels the buttons do not filter any longer.

conditionalPanel(condition = "input.Select2 == 'AFD' | input.Select2 == 'Piraten'",
                           checkboxGroupInput("Year", label = h3("Checkbox group"), 
                                              choices =  "2013"),
                                              selected = "2013"),
         conditionalPanel(condition = "input.Select2 == 'DieLinke'",
                         checkboxGroupInput("Year", label = h3("Checkbox group"), 
                                            choices = list("2009", "2013"),
                                            selected = "2013")),
        conditionalPanel(condition = "input.Select2 == 'Gruene' | input.Select2 == 'FDP' | input.Select2 == 'SPD' | input.Select2 == 'CDU'",
                         checkboxGroupInput("Year", label = h3("Checkbox group"), 
                                            choices = list("1998", "2002", "2005","2009", "2013"),
       selected = "2013"))

有人知道为什么吗？

以下是在服务器函数中生成的图的示例：

Here's an example of plot being generated in the server function:

dfParteien %>%
                                                filter(Partei %in% chosen_party) %>% 
                                                filter(Jahr %in% input$Year) %>%
                                                count(word) %>%
                                                with(wordcloud(word, n, max.words = input$Slider1, colors=pal12))

推荐答案

以下是使用 mtcars 数据集的有效示例，该数据集将帮助您实现动态的 checkboxGroupInput 并进一步过滤数据帧：

Here is a working example using mtcars dataset which is going to help you achieve dynamic checkboxGroupInput and further filtering of data frame:

library(shiny)
library(DT)
data <- mtcars

shinyApp(
  ui = fluidPage(
    selectInput("select1", "select cyl:", choices = unique(data$cyl)),
    uiOutput("checkbox"),
dataTableOutput("table")
  ),
  server = function(input, output) {

    output$checkbox <- renderUI({
      choice <-  unique(data[data$cyl %in% input$select1, "gear"])
      checkboxGroupInput("checkbox","Select gear", choices = choice, selected = choice[1])

    })

    output$table <- renderDataTable({
      data <-  data %>% filter(cyl %in% input$select1) %>% filter(gear %in% input$checkbox)
      datatable(data)
    })

   }
)

您实际上并不需要使用 conditionalPanel ，如果您将 checkboxGroupInput 移至服务器并使用 input $，它的效果会更好选择以过滤您的选择。

You do not really need to use conditionalPanel, it works much better in your case if you just move checkboxGroupInput to the server and use input$select to filter your choices.

首先：
您的示例代码不好，您应该学习如何创建可复制的示例

第二个：
您的代码有很多错误，例如给三个 checkboxGroupInput 小部件提供相同的ID（年份），这不会在工作中，每个闪亮的小部件的ID必须唯一。

Second of all: Your code has a quite few mistakes such as giving three checkboxGroupInput widgets same ID (Year), which is not going to work, the ID must be unique for each widget in shiny.

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