I am building a flex dashboard
/ shiny
app with a datatable
and trying to build in two inputs as selections for this datatable
with an "All" choice for each selection. First question is how can I limit the second selection "user"
by the selection of the first choice "team"
?
Then, using these inputs, I'd like to subset my data to any combination of the two selections ex. Team All, user "Darwin D" would return a single line datatable with his name, team and other metrics to be added etc.
All code for a flex markdown document below:
---
title: "example"
output:
flexdashboard::flex_dashboard:
orientation: columns
vertical_layout: fill
runtime: shiny
---
```{r setup, include=FALSE}
library(shiny)
library(shinydashboard)
library(flexdashboard)
library(magrittr)
library(feather)
library(anytime)
library(data.table)
library(DT)
library(datasets)
Name <- c("Allan A","Barbara B","Charles C","Darwin D","Evelyn E","Frank F","Greg G","Hans H")
Team <- c(1,2,3,3,2,1,2,2)
users <- data.frame(Name,Team)
remove(Name,Team)
```
Inputs {.sidebar}
=======================================================================
### Input Variables
```{r global_input}
# input variable to call selection, name of field, selections/options variable
dateRangeInput('dateRange',
label = 'Date range input: yyyy-mm-dd',
start = Sys.Date() - 8,
end = Sys.Date() - 1,
min = "2013-01-01",
max = Sys.Date() -1
)
selectInput("teaminput","Team", c("All",unique(users$Team)))
observe({
if( input$teaminput == "All" ) {
subDT <- copy( users )
} else {
subDT <- users[ users$Team == input$teaminput, ]
}
updateSelectInput(
"userinput",
label = "User Name",
choices = c( "All", unique(subDT$Name ) )
)
})
```
### Intake Coordinator KPIs
```{r daily_table}
# reactive data object based on inputs above
daily_dt <- reactive({
if(input$teaminput == "All"){
subDT
} else{
subset(subDT$Team == input$teaminput)
}
})
# render DT datatable object with sorts/search
renderDataTable(daily_dt())
```
You might want to use 2 reactive
, the first one to filter the data.frame by Team, the second to filter the result of the first one by Name :
---
title: "example"
output:
flexdashboard::flex_dashboard:
orientation: columns
vertical_layout: fill
runtime: shiny
---
```{r setup, include=FALSE}
library(DT)
users <- data.frame(
Name = c("Allan A","Barbara B","Charles C","Darwin D","Evelyn E","Frank F","Greg G","Hans H"),
Team = c(1,2,3,3,2,1,2,2), stringsAsFactors = FALSE)
```
Inputs {.sidebar}
=======================================================================
### Input Variables
```{r global_input}
selectInput("teaminput","Team",c("All", unique(users$Team)), selected="All")
selectInput("userinput","User Name", c("All", unique(users$Name) ), selected="All")
teamFiltered <- reactive(users[input$teaminput=="All" | users$Team==input$teaminput,])
observe(updateSelectInput(session,"userinput", choices = c("All", unique(teamFiltered()$Name)), selected="All"))
```
Results
=======================================================================
### Intake Coordinator KPIs
```{r daily_table}
userFiltered <- reactive(teamFiltered()[input$userinput=="All" | teamFiltered()$Name==input$userinput,])
renderDataTable(userFiltered())
```