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48 changes: 31 additions & 17 deletions dataTool/ancDataTool/app.R → shinyapp/app.R
Original file line number Diff line number Diff line change
Expand Up @@ -14,12 +14,13 @@ library(magrittr)
library(dplyr)
library(ggplot2)

electionHistoryTable = read_csv('election_history_R.csv')
electionHistoryTable = read_csv('../cleaned_data/2012_2018_ancElection_contest.csv')
electionHistoryTable %<>%
mutate(ward = as.factor(ward),smd = as.factor(smd),anc=as.factor(anc),year=as.integer(year)) %>%
select(year,ward,anc,smd,smd_anc_votes,winner_votes) %>%
mutate(winnerPct = winner_votes / smd_anc_votes)


# Define UI for application that draws a histogram
ui <- navbarPage("Historical ANC Data Dashboard",

Expand All @@ -29,7 +30,8 @@ ui <- navbarPage("Historical ANC Data Dashboard",

uiOutput("smdPlot_select_ward"),
uiOutput("smdPlot_select_anc"),
uiOutput("smdPlot_select_smd")
uiOutput("smdPlot_select_smd"),
checkboxInput("smdPlot_select_all", "Select All SMDs", value=FALSE)
),

# Show a plot of the generated distribution
Expand Down Expand Up @@ -63,42 +65,54 @@ ui <- navbarPage("Historical ANC Data Dashboard",
server <- function(input, output,session) {

smdPlotTable <- reactive({


req(input$smdSelection)

electionHistoryTable %>%
filter(ward==input$wardSelection) %>%
filter(anc == input$ancSelection) %>%
filter(smd %in% input$smdSelection)

})

distHistTable <- reactive({

electionHistoryTable %>% mutate(year = as.factor(year))
})


observe({
if (input$smdPlot_select_all == TRUE){
updateCheckboxGroupInput(session, "smdSelection", choices=choice_smd(),
selected=choice_smd())
} else{
updateCheckboxGroupInput(session, "smdSelection", choices=choice_smd(),
selected=c())
}
})

output$smdPlot_select_ward <- renderUI({

selectizeInput('wardSelection','Select Ward',choices=c("select" = "",levels(electionHistoryTable$ward)))
selectizeInput('wardSelection','Select Ward',choices=levels(electionHistoryTable$ward))
})


output$smdPlot_select_anc <- renderUI({

choice_anc <- reactive({
electionHistoryTable %>% filter(ward==input$wardSelection) %>% pull(anc) %>% unique() %>% as.character()
req(input$wardSelection)
electionHistoryTable %>% filter(ward==input$wardSelection) %>% pull(anc) %>% unique() %>% as.character()
})
selectizeInput('ancSelection','Select ANC',choices=c("select" = "",choice_anc()))
})

output$smdPlot_select_smd <- renderUI({

choice_smd <- reactive({
output$smdPlot_select_anc <- renderUI({

electionHistoryTable %>% filter(ward==input$wardSelection) %>% filter(anc == input$ancSelection) %>% pull(smd) %>% unique() %>% as.character()
selectizeInput('ancSelection','Select ANC',choices=choice_anc())
})

choice_smd <- reactive({
req(input$ancSelection)
electionHistoryTable %>% filter(ward==input$wardSelection) %>% filter(anc == input$ancSelection) %>% pull(smd) %>% unique() %>% as.character()
})
checkboxGroupInput("smdSelection",'Select SMD',choices = choice_smd(),selected = 1)

output$smdPlot_select_smd <- renderUI({

checkboxGroupInput("smdSelection",'Select SMD',choices = choice_smd())
})


Expand Down