I'm trying to implement a shiny app that contains some optional checkboxes. I would like to know how do I perform an analysis with a certain selection only if it is selected and, with that, the table with the analysis made from the selection also appears on the screen.
I would like the objects inside the rbind function (below) to be included only if they are selected in the checkboxes:
ameacadas <- rbind(ameacadas_BR,ameacadas_BR2, ameacadas_pa)
External files can be found at: https://github.com/igorcobelo/data_examples (The 'minati.csv' file is the input data).
My code is presented below:
# global
library(shiny)
library(tidyverse)
# ui
ui <- navbarPage(title = "Minati Flora.",
tabPanel(title = "Home",
br(),
hr(),
# Upload csv file
sidebarLayout(
sidebarPanel(
fileInput(
inputId = "csvFile",
label = "Upload",
accept = c(".csv")
),
checkboxInput('BR1','Federal1'),
checkboxInput('BR2','Federal2'),
checkboxInput('PA','ParĂ¡'),
downloadButton("download", "Download")
),
mainPanel(
tableOutput("modifiedData")
)
)
),
tabPanel(title = "About"),
inverse = T)
# server
server <- function(input, output) {
rawData <- eventReactive(input$csvFile, {
req(input$csvFile)
df <- read.csv(input$csvFile$datapath,sep=';',check.names = F,fileEncoding = "Latin1")
#read extern files
ameacadas_BR <- read.csv("ameacadas_BR.csv",sep=';',check.names = F,fileEncoding = "Latin1")
legis_BR <- "Portaria MMA N. 148/2022"
ameacadas_BR2 <- read.csv("ameacadas_BR2.csv",sep=';',check.names = F,fileEncoding = "Latin1")
legis_BR2 <- "Decreto Federal N. 5.975/2006"
ameacadas_pa <- read.csv("ameacadas_PA.csv",sep=';',check.names = F,fileEncoding = "Latin1")
legis_pa <- "Resolucao COEMA/PA N. 54/2007"
#Rbind all files selected
ameacadas <- rbind(ameacadas_BR,ameacadas_BR2, ameacadas_pa)
#General calculate
colnames(df)[1] <- "Especie" #coluna especies
ameacadas <- ameacadas %>%
group_by(Especie) %>%
mutate(Categoria_Ameaca = toString(Categoria_Ameaca),
Legislacao = toString(Legislacao))
ameacadas <- ameacadas[!duplicated(ameacadas[,1]),]
arv_com_ameacadas <- df %>% left_join(ameacadas, by = "Especie")
})
output$modifiedData <- renderTable({rawData() })
output$download <- downloadHandler(
filename = function() {paste("Minati_Flora_", Sys.Date(), ".csv", sep = "")},
content = function(file){
write.csv(rawData(), file, row.names = FALSE)
}
)
}
# Run the application
shinyApp(ui = ui, server = server)