如何解决无法在 r 闪亮
我是 shiny
的新手,并尝试在 stremgraph
中由 user 选择的 countries 制作一个闪亮的 selectInput
情节.
用户界面
library(shiny)
library(shinydashboard)
library(shinythemes)
library(shinyWidgets)
library(highcharter)
library(streamgraph)
tabPanel("Compare Countries",# Application title
titlePanel("Select Countries to Compare"),sidebarLayout(
sidebarPanel(width = 3,selectInput(inputId = "id_compare_countries",label = "Select Countries for comparison",choices = unique(ts_all_long$Country.Region),selected = c("United Kingdom","India","Spain","US","Russia","Canada","Germany"),multiple = TRUE)
),mainPanel(
# h2("~~~~~~~~~~WIP - Under Construction~~~~~~~~~~"),streamgraphOutput("stream_cases"),plotlyOutput("stream_cases2",height = "500px",width = "120%")
) # mainpanel end
) # sidebarLaout end
) # tabPanel end
服务器
library(shiny)
library(tidyverse)
library(tidytext)
library(scales)
library(lubridate)
library(glue)
library(ggtext)
library(highcharter)
library(plotly)
library(streamgraph)
library(shinyWidgets)
####################### tab 4 Plots ##############################
compare_daily_stacked_filtered <- reactive({
req(input$id_compare_countries)
compare_daily_stacked_filtered <- daily_stacked_df %>%
arrange(desc(date)) %>%
filter(Country.Region %in% input$id_compare_countries
)
}) %>%
bindCache(input$id_compare_countries)
# Streamgraph
output$stream_cases <- renderStreamgraph({
compare_daily_stacked_filtered() %>%
filter(
Daily_Cases_type %in% c("Confirmed_daily"),Cases_count > 0,) %>%
streamgraph(date = "date",value = "Cases_count",key = "Country.Region") %>%
sg_fill_tableau() %>%
sg_title(title = glue("Overal Countries Daily Cases trend Stream as of: {max(daily_stacked_df$date)}"))
})
# Cross check by Area graph in plotly
output$stream_cases2 <- renderPlotly({
ggplotly(ts_all_long %>%
filter(Country.Region %in% input$id_compare_countries
) %>%
ggplot(aes(x = date,y = Confirmed_daily,fill = Country.Region)) +
geom_area(alpha = 0.7) +
scale_fill_tableau() +
theme_transparent() +
theme(panel.grid.major = element_blank(),panel.background = element_rect(fill = "transparent",colour = NA),plot.background = element_rect(fill = "transparent",legend.background = element_rect(fill = "transparent",colour = NA))
)
})
我试图与plotly
中的另一个面积图进行交叉检查,该图显示但只有streamgraph
没有得到显示。
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