提问人:Nick kim 提问时间:10/20/2023 最后编辑:Nick kim 更新时间:10/20/2023 访问量:19
R 闪亮应用 ggplot 动态条形图输出错误
R shiny app ggplot dynamic bar plot output error
问:
我正在学习闪亮,并想绘制一个动态条形图,当用户选择变量和年份时,该条形图会呈现每个国家/地区每年的难民人数/计数。我的数据是一个 CSV 文件,有 4 列 country、year、refuges、asylum、idps。
data <- read.csv("/analysis.csv", header = TRUE)
# ui object
ui <- fluidPage(
titlePanel(p("Refugee Dashboard", style = "color:#3474A7")),
sidebarLayout(
sidebarPanel(
selectInput(
inputId = "variableselected",
label = "Select variable",
choices = c("refugees", "asylumSeekers", "IDPs")
),
selectInput(
inputId = "yearselected",
label = "Select year",
choices = 2000:2020
),
fluidRow(
infoBox(
title = "Total Selected",
textOutput("totalSelected"),
icon = icon("users")
)
),
p("Made with", a("Shiny",
href = "http://shiny.rstudio.com"), "."),
img(src = "imageShiny.png",
width = "70px", height = "70px"), width = 2
),
mainPanel(
plotOutput(outputId = "barplot"),
DTOutput(outputId = "table")
)
)
)
# server()
server <- function(input, output){
output$table <- renderDT(data)
output$barplot <- renderPlot({
filtered_data <- data %>%
filter(data$year == as.numeric(input$yearselected))
ggplot(filtered_data, aes(x = country, y = !!as.name(input$variableselected), fill=country)) +
geom_bar(stat = "identity") +
labs(x = "country", y = input$variableselected) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
})
我收到错误
`data` must be a [34m<data.frame>[39m, or an object coercible by `fortify()`, not a <mts/ts> object.
答: 暂无答案
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data