I'm having trouble using columns from data originating in wide format as dynamic inputs to a Shiny map app.
In the app I'm hoping to be able to:
mapview
's popup feature (mapview
turns the columns into rows for the popup). It seems a filtered long format data.frame
would be missing data from the popup/viewing perspective-7.3
in the image)In addition to having those features, I don't know if/where I need to set reactive wrapper(s)? Or, maybe I could do everything more easily with another map-centric library (even though mapview
is awesome for many things)?
My attempts are commented out below - the UI works as intended except without drop down selectability - the app is limited to only one working dropdown parameter with mapview(df["param1"]
and cex = param1 * input$cex
.
Here's the reproducible app.r
:
library(tidyverse)
library(sf)
library(shiny)
library(shinydashboard)
library(leaflet)
library(mapview)
## sample earthquake data ##
set.seed(6)
lat <- rnorm(16,-34, 9)
lon <- rnorm(16,-67,.3)
param1 <- rnorm(16, 10, 40) %>% round(1)
param2 <- rnorm(16, 25, 3) %>% round(1)
param3 <- rnorm(16, -18, 10) %>% round(1)
param4 <- rnorm(16, -200, 93) %>% round(1)
param5 <- rnorm(16, 0.1, .09) %>% round(1)
param6 <- rnorm(16, 417, 33) %>% round(1)
df <- data.frame(lat, lon, param1, param2, param3, param4, param5,
param6)
df <- st_as_sf(df, coords = c("lon", "lat"), crs = 4326)
paramchoices <- colnames(df) %>% .[.!="geometry"]
colorpal = mapviewPalette("mapviewSpectralColors")
ui <- dashboardPage(
dashboardHeader(),
dashboardSidebar(
sliderInput("cex", "Symbol Size",
min = 0.000001, max = 10, value = 1, step = 0.000001
),
selectizeInput(
"parameter", "Earthquake Parameter", choices = paramchoices,
selected = c("param1"),
multiple = FALSE)
),
dashboardBody(
tags$style(type = "text/css", "#mapplot {height: calc(100vh - 80px) !important;}"),
leafletOutput("mapplot")
)
)
server <- function(input, output) {
# df <- reactive ({
# df %>% mutate(selectedparameter = input$parameter,
# selectedparameter_abs = abs(selectedparameter))
# })
output$mapplot <- renderLeaflet({
m <- mapview(df["param1"], #mouseover column
#m <- mapview(df["selectedparameter"],
cex = param1 * input$cex, #marker size column
#cex = df$selectedparameter_abs * input$cex,
col.regions = colorpal(100),
alpha.regions = 0.3,
legend = TRUE,
popup = popupTable(df),
layer.name = "selectedparam[unit]")
m@map
}
)}
shinyApp(ui, server)
more info related to the absolute value part - Point color and symbol size based on different variables in mapview
thank you.