Skip to contents

Example

The following example shows how it is possible to create a nice leaflet map with data retrieved with nominatimlite.

This widget is browsable and filterable thanks to crosstalk and reactable:

# Coffee Shops and Restaurants around the Eiffel Tower


library(nominatimlite)
library(sf)
library(leaflet)
library(dplyr)
library(tidyr)
library(reactable)
library(crosstalk)



# Step 1: Eiffel Tower
eiffel_tower <- geo_lite_sf("Eiffel Tower, Paris, France", points_only = FALSE)



# Step 2: Coffee Shops and Restaurants nearby

# Create a buffer of 1km around the Eiffel Tower
buff <- eiffel_tower %>%
  st_transform(3857) %>%
  st_centroid() %>%
  st_buffer(1000)

cf_bk <- geo_amenity_sf(buff,
  amenity = c("cafe", "restaurant"), limit = 50,
  full_results = TRUE,
  custom_query = list(extratags = TRUE)
) %>%
  # Build address with street, house number, suburb and postcode
  unite("addr", address.road, address.house_number, address.postcode,
    address.suburb,
    sep = ", ", na.rm = TRUE
  )
#>   |                                                          |                                                  |   0%  |                                                          |=========================                         |  50%  |                                                          |==================================================| 100%


# Labels and icons
labs <- paste0("<strong>", cf_bk$name, "</strong><br>", cf_bk$addr)

# Assign icons
# Base url for icons
icon_url <- paste0(
  "https://raw.githubusercontent.com/dieghernan/arcgeocoder/",
  "main/vignettes/articles/"
)

leaf_icons <- icons(
  ifelse(cf_bk$type == "cafe",
    paste0(icon_url, "coffee-cup.png"),
    paste0(icon_url, "restaurant.png")
  ),
  iconWidth = 20, iconHeight = 20,
  iconAnchorX = 10, iconAnchorY = 10
)



# Step 3: Crosstalk object
cf_bk_data <- cf_bk %>%
  select(
    Place = name, Type = type, Address = addr,
    City = address.city, URL = extratags.website,
    Phone = extratags.phone
  ) %>%
  SharedData$new(group = "Food")


# Step 4: Leaflet map with crosstalk
# Init leaflet map
lmend <- leaflet(
  data = cf_bk_data,
  elementId = "EiffelTower", width = "100%", height = "60vh",
  options = leafletOptions(minZoom = 12)
) %>%
  addProviderTiles(
    provider = "CartoDB.Positron",
    group = "CartoDB.Positron"
  ) %>%
  addTiles(group = "OSM") %>%
  addPolygons(data = eiffel_tower) %>%
  addMarkers(popup = labs, icon = leaf_icons) %>%
  addLayersControl(
    baseGroups = c("CartoDB.Positron", "OSM"),
    position = "topleft",
    options = layersControlOptions(collapsed = FALSE)
  )



# Step 5: Reactable for filtering
tb <- reactable(cf_bk_data,
  selection = "multiple",
  onClick = "select",
  rowStyle = list(cursor = "pointer"),
  filterable = TRUE,
  searchable = TRUE,
  showPageSizeOptions = TRUE,
  striped = TRUE,
  defaultColDef = colDef(vAlign = "center", minWidth = 150),
  paginationType = "jump",
  elementId = "coffees",
  columns = list(
    Place = colDef(
      sticky = "left", rowHeader = TRUE, name = "",
      cell = function(value) {
        htmltools::strong(value)
      }
    ),
    URL = colDef(cell = function(value) {
      # Render as a link
      if (is.null(value) | is.na(value)) {
        return("")
      }
      htmltools::a(href = value, target = "_blank", as.character(value))
    }),
    Phone = colDef(cell = function(value) {
      # Render as a link
      if (is.null(value) | is.na(value)) {
        return("")
      }
      clearphone <- gsub("-", "", value)
      clearphone <- gsub(" ", "", clearphone)
      htmltools::a(
        href = paste0("tel:", clearphone), target = "_blank",
        as.character(value)
      )
    })
  )
)

Widget

# Last step: Display all
htmltools::browsable(
  htmltools::tagList(lmend, tb)
)

Session info

Details
#> ─ Session info ───────────────────────────────────────────────────────────────
#>  setting  value
#>  version  R version 4.4.2 (2024-10-31 ucrt)
#>  os       Windows Server 2022 x64 (build 20348)
#>  system   x86_64, mingw32
#>  ui       RTerm
#>  language en
#>  collate  English_United States.utf8
#>  ctype    English_United States.utf8
#>  tz       UTC
#>  date     2024-11-20
#>  pandoc   3.1.11 @ C:/HOSTED~1/windows/pandoc/31F387~1.11/x64/PANDOC~1.11/ (via rmarkdown)
#> 
#> ─ Packages ───────────────────────────────────────────────────────────────────
#>  package           * version  date (UTC) lib source
#>  bslib               0.8.0    2024-07-29 [1] RSPM
#>  cachem              1.1.0    2024-05-16 [1] RSPM
#>  class               7.3-22   2023-05-03 [3] CRAN (R 4.4.2)
#>  classInt            0.4-10   2023-09-05 [1] RSPM
#>  cli                 3.6.3    2024-06-21 [1] RSPM
#>  crosstalk         * 1.2.1    2023-11-23 [1] RSPM
#>  DBI                 1.2.3    2024-06-02 [1] RSPM
#>  desc                1.4.3    2023-12-10 [1] RSPM
#>  digest              0.6.37   2024-08-19 [1] RSPM
#>  dplyr             * 1.1.4    2023-11-17 [1] RSPM
#>  e1071               1.7-16   2024-09-16 [1] RSPM
#>  evaluate            1.0.1    2024-10-10 [1] RSPM
#>  fansi               1.0.6    2023-12-08 [1] RSPM
#>  fastmap             1.2.0    2024-05-15 [1] RSPM
#>  fs                  1.6.5    2024-10-30 [1] RSPM
#>  generics            0.1.3    2022-07-05 [1] RSPM
#>  glue                1.8.0    2024-09-30 [1] RSPM
#>  htmltools           0.5.8.1  2024-04-04 [1] RSPM
#>  htmlwidgets         1.6.4    2023-12-06 [1] RSPM
#>  httpuv              1.6.15   2024-03-26 [1] RSPM
#>  jquerylib           0.1.4    2021-04-26 [1] RSPM
#>  jsonlite            1.8.9    2024-09-20 [1] RSPM
#>  KernSmooth          2.23-24  2024-05-17 [3] CRAN (R 4.4.2)
#>  knitr               1.49     2024-11-08 [1] RSPM
#>  later               1.3.2    2023-12-06 [1] RSPM
#>  leaflet           * 2.2.2    2024-03-26 [1] RSPM
#>  leaflet.providers   2.0.0    2023-10-17 [1] RSPM
#>  lifecycle           1.0.4    2023-11-07 [1] RSPM
#>  magrittr            2.0.3    2022-03-30 [1] RSPM
#>  mime                0.12     2021-09-28 [1] RSPM
#>  nominatimlite     * 0.4.1    2024-11-20 [1] local
#>  pillar              1.9.0    2023-03-22 [1] RSPM
#>  pkgconfig           2.0.3    2019-09-22 [1] RSPM
#>  pkgdown             2.1.1    2024-09-17 [1] any (@2.1.1)
#>  promises            1.3.0    2024-04-05 [1] RSPM
#>  proxy               0.4-27   2022-06-09 [1] RSPM
#>  purrr               1.0.2    2023-08-10 [1] RSPM
#>  R.cache             0.16.0   2022-07-21 [1] RSPM
#>  R.methodsS3         1.8.2    2022-06-13 [1] RSPM
#>  R.oo                1.27.0   2024-11-01 [1] RSPM
#>  R.utils             2.12.3   2023-11-18 [1] RSPM
#>  R6                  2.5.1    2021-08-19 [1] RSPM
#>  ragg                1.3.3    2024-09-11 [1] RSPM
#>  Rcpp                1.0.13-1 2024-11-02 [1] RSPM
#>  reactable         * 0.4.4    2023-03-12 [1] RSPM
#>  reactR              0.6.1    2024-09-14 [1] RSPM
#>  rlang               1.1.4    2024-06-04 [1] RSPM
#>  rmarkdown           2.29     2024-11-04 [1] RSPM
#>  s2                  1.1.7    2024-07-17 [1] RSPM
#>  sass                0.4.9    2024-03-15 [1] RSPM
#>  sessioninfo       * 1.2.2    2021-12-06 [1] any (@1.2.2)
#>  sf                * 1.0-19   2024-11-05 [1] RSPM
#>  shiny               1.9.1    2024-08-01 [1] RSPM
#>  styler              1.10.3   2024-04-07 [1] RSPM
#>  systemfonts         1.1.0    2024-05-15 [1] RSPM
#>  textshaping         0.4.0    2024-05-24 [1] RSPM
#>  tibble              3.2.1    2023-03-20 [1] RSPM
#>  tidyr             * 1.3.1    2024-01-24 [1] RSPM
#>  tidyselect          1.2.1    2024-03-11 [1] RSPM
#>  units               0.8-5    2023-11-28 [1] RSPM
#>  utf8                1.2.4    2023-10-22 [1] RSPM
#>  vctrs               0.6.5    2023-12-01 [1] RSPM
#>  withr               3.0.2    2024-10-28 [1] RSPM
#>  wk                  0.9.4    2024-10-11 [1] RSPM
#>  xfun                0.49     2024-10-31 [1] RSPM
#>  xtable              1.8-4    2019-04-21 [1] RSPM
#>  yaml                2.3.10   2024-07-26 [1] RSPM
#> 
#>  [1] D:/a/_temp/Library
#>  [2] C:/R/site-library
#>  [3] C:/R/library
#> 
#> ──────────────────────────────────────────────────────────────────────────────