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Commit ec214c1c authored by Tom Rushby's avatar Tom Rushby
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Add example script using ONS open geog API and formatting/filtering query - plot with Leaflet.

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3 merge requests!3Cartograms example,!2Add ONS Open Geog API example,!1Open geog api example
This commit is part of merge request !3. Comments created here will be created in the context of that merge request.
# get feature layer data from ONS open geography API
# Really useful example of using ONS open geography portal with R
# https://medium.com/@traffordDataLab/pushing-the-boundaries-with-the-open-geography-portal-api-4d70637bddc3
library(sf)
# Load Local Authority geography from ----
# https://geoportal.statistics.gov.uk/datasets/ons::local-authority-districts-december-2020-uk-bgc/api
# Construct query URL from elements
geo_endpoint <- "https://ons-inspire.esriuk.com/arcgis/rest/services/"
geo_boundarylayer <- "Administrative_Boundaries/Local_Authority_Districts_December_2020_UK_BGC/"
geo_server <- "FeatureServer/0/"
geo_search <- "LAD20NM IN "
# Construct a vector of local authorities to load
# the following local authorities are the 'Solent' region
las_to_load <- c("Southampton","Portsmouth","Winchester",
"Eastleigh","Isle of Wight","Fareham",
"Gosport","Test Valley","East Hampshire",
"Havant","New Forest","Hart","Basingstoke and Deane")
geo_where <- las_to_load # sometimes we don't want all boundaries
geo_outfields <- "*" # returns all fields
#geo_outfields <- c("LAD20CD","LAD20NM","LONG","LAT") # use in place of line above to return selected fields only
geo_outSR <- "4326"
geo_format <- "json"
# Assemble the full URL for the query from elements above
geo_query_string <- paste0(geo_endpoint,geo_boundarylayer,geo_server,
"query?where=",geo_search,"(",paste(paste0("'",geo_where,"'"), collapse = ","),
")&outFields=",(paste(geo_outfields, collapse = ",")),"&outSR=",geo_outSR,"&f=",geo_format)
# Format the URL to remove spaces
geo_query <- URLencode(geo_query_string)
message("Loading LA geometry from ONS Open Geography API")
# API query
sf_data <- st_read(geo_query)
#plot(st_geometry(sf_data))
# Useful lookup spatial reference for CRS
# https://spatialreference.org/ref/epsg/27700/
st_coord_sys <- st_crs(sf_data) # check coord system
st_coord_sys # current coord system EPSG: 4326 (is what leaflet wants - good)
# transform the coord system if required
if(st_coord_sys$epsg != 4326){
sf_data <- st_transform(sf_data, "+proj=longlat +datum=WGS84")
}
# Create map (using leaflet) ----
# create popup first (using htmltools)
# by adding a column to sf_data object
library(htmltools)
sf_data$popup_text <-
paste("Locial authority area code: ","<b>", sf_data$lad20cd, "</b>",
'<br/>', 'Local authority: ', '<b>', sf_data$lad20nm, '</b>', ' ') %>%
lapply(htmltools::HTML)
# plot map
library(leaflet)
leaflet(sf_data) %>%
addTiles() %>% # Add default OpenStreetMap map tiles
addPolygons(color = "blue", fillColor = "blue", fillOpacity = 0.2, weight = 1.5, popup = ~(lad20nm), # popups clicked
label = ~(popup_text), # define labels
labelOptions = labelOptions( # label options
style = list("font-weight" = "normal", padding = "2px 2px"),
direction = "auto"),
highlight = highlightOptions(
weight = 5,
color = "#666",
fillOpacity = 0.7,
bringToFront = TRUE))
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