I'm trying to plot locations and weighted connecting linestrings. When I zoom in or out the clustering of the markers adjusts fine. The shown labels of the clusters are the aggregated node_val
of the markers.
I would like to do similar with the linestrings, so that
- the plot does not show the blue lines connecting the single markers, but instead lines connecting the clusters of markers, and
- the new linestrings that connect the clusters of markers are customized in width dependent on the
wgt
variable.
I hope the code below demonstrates the problem:
library(dplyr)
library(leaflet)
library(sf)
set.seed(123)
N <- 1000
N_conn <- 100
# data frame for points
df_points <- data.frame(id = 1:N,
lng = sample(c(11.579657, 16.370654), N, TRUE) + rnorm(N, 0, 0.5),
lat = sample(c(48.168889, 48.208087), N, TRUE) + rnorm(N, 0, 0.5),
node_val = sample(10, N, TRUE))
# data frame for connections
df_conn <- data.frame(id_from = sample(N_conn, replace = TRUE),
id_to = sample(N_conn, replace = TRUE),
wgt = abs(rnorm(N_conn)))
# drop connections where from and to ids are identical
df_conn <- subset(df_conn, id_from != id_to)
# add the coordinates for the connections (merging is not neccessary due to ordering of synth data)
df_conn$lat_from <- df_points[df_conn$id_from, "lat"]
df_conn$lng_from <- df_points[df_conn$id_from, "lng"]
df_conn$lat_to <- df_points[df_conn$id_to, "lat"]
df_conn$lng_to <- df_points[df_conn$id_to, "lng"]
sf_conn_from <- df_conn %>%
st_as_sf(coords=c("lng_from", "lat_from"))
sf_conn_to <- df_conn %>%
st_as_sf(coords=c("lng_to", "lat_to"))
sf_conn <- st_combine(cbind(sf_conn_from, sf_conn_to)) %>%
st_cast("LINESTRING")
st_crs(sf_conn) <- 4326
leaflet(df_points) %>%
addTiles() %>%
addMarkers(options = markerOptions(node_val = ~node_val),
label = quakes$mag,
clusterOptions = markerClusterOptions(
iconCreateFunction=JS("function (cluster) {
var markers = cluster.getAllChildMarkers();
var sum = 0;
for (i = 0; i < markers.length; i++) {
sum += Number(markers[i].options.node_val);
//sum += 1;
}
sum = Math.round(sum);
return new L.DivIcon({ html: '<div><span>' + sum + '</span></div>',
className: 'marker-cluster marker-cluster-medium',
iconSize: new L.Point(40,40)});
}")
)) %>%
leafem::addFeatures(data = sf_conn,
color = 'blue',#~pal(rel_full$N_scale),#
weight = 1)
Thanks to the contributers of these two questions:
- leaflet R, how to make appearance of clustered icon related to statistics of the children?
- Shiny leaflet add large amount of separated polylines