我正在设计一个R程序来输出任何csv文件输入的不同图形。我正在使用Rstudio Shiny和ggplot2开发程序。
我的问题涉及按时间顺序而不是按字母顺序排序日期(显然是默认的)。我们以此代码为例(我的代码有点不同,但这是来自早些时候帮助过我的人的代码):
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server.R
library(shiny)
library(datasets)
library(ggplot2)
X <- read.csv(file.choose())
# Define server logic required to summarize and view the selected dataset
shinyServer(function(input, output) {
output$opt.x <- renderUI({
selectInput("xcolumn", "X column to Plot",
names(Y())
)
})
output$opt.y <- renderUI({
selectInput("ycolumn", "Y Column",
names(Y()))
})
# Generate a summary of the dataset
output$summary <- renderPrint({
dataset <- X
summary(dataset)
})
# Show the first "n" observations
output$view <- renderTable({
head(X, n = input$obs)
})
createPlot <- function(df, colx, coly) {
p <- ggplot(data=df, aes(x=df[,colx],y=df[,coly]), environment = environment()) #+ geom_line(aes(x=df[,colx],y=df[,coly], group=colx))
p <- p + geom_line(aes(group=colx))
p <- p + xlab(names(df)[colx]) + ylab(names(df)[coly])
}
Y <- reactive({
X
})
# create a basic plot
output$plotBasic <- reactivePlot(function() {
df <- Y()
print(createPlot(df, colx=input$xcolumn, coly=input$ycolumn))
})
})
ui.R
library(shiny)
# Define UI for dataset viewer application
shinyUI(pageWithSidebar(
# Application title
headerPanel("My app!"),
# Sidebar with controls to select a dataset and specify the number
# of observations to view
sidebarPanel(
numericInput("obs", "Number of observations to view:", 13),
uiOutput("opt.x"), #dynamic UI
uiOutput("opt.y") #value comes from Server.R
),
# Show a summary of the dataset and an HTML table with the requested
# number of observations
mainPanel(
tabsetPanel(
tabPanel("Table", tableOutput("view")),
tabPanel("BasicGraph", plotOutput("plotBasic"))
)
)
))
如果你从一个你知道的列表开始,可以使用因子或as.Date函数轻松处理,但是这里我正在接受输入(可以假设格式是mm-yyyy)而且我不知道如何将x变量数据的列设置为变量。这是因为用户可以选择导入数据中的任何列作为X列。