I am trying to reverse the value display of my leaflet
legend in R. This post covers categorical data, but I am working with continuous data. Here's a toy example:
map <- leaflet() %>% addProviderTiles('Esri.WorldTopoMap')
x <- 1:100
pal <- colorNumeric(c("#d7191c","#fdae61","#ffffbf","#abd9e9", "#2c7bb6"), x)
map %>% addLegend('topright', pal=pal, values=x)
I'd like the legend to read 100 at the top and 1 on the bottom with the colors reversed. I can certainly reverse the colors in colorNumeric()
, but reversing the order of the labels is harder. I have tried reversing the order of the values in x
, and I even fiddled with the labelFormat()
parameter for addLegend()
to reference a lookup table of reversed values... nothing seems to work. Is there an easy way to do this?
Although the accepted answer does flip the legend's colors and labels, the map's colors do not adress to the legend. Here is a (stolen from here) solution. Basically mpriem89 created a new function called addLegend_decreasing
which works exactly like addLegend
with an extra argument: decreasing = FALSE
that reverses the legend's colors and labels, correctly adressing to the map's colors. Here is the function code:
addLegend_decreasing <- function (map, position = c("topright", "bottomright", "bottomleft","topleft"),
pal, values, na.label = "NA", bins = 7, colors,
opacity = 0.5, labels = NULL, labFormat = labelFormat(),
title = NULL, className = "info legend", layerId = NULL,
group = NULL, data = getMapData(map), decreasing = FALSE) {
position <- match.arg(position)
type <- "unknown"
na.color <- NULL
extra <- NULL
if (!missing(pal)) {
if (!missing(colors))
stop("You must provide either 'pal' or 'colors' (not both)")
if (missing(title) && inherits(values, "formula"))
title <- deparse(values[[2]])
values <- evalFormula(values, data)
type <- attr(pal, "colorType", exact = TRUE)
args <- attr(pal, "colorArgs", exact = TRUE)
na.color <- args$na.color
if (!is.null(na.color) && col2rgb(na.color, alpha = TRUE)[[4]] ==
0) {
na.color <- NULL
}
if (type != "numeric" && !missing(bins))
warning("'bins' is ignored because the palette type is not numeric")
if (type == "numeric") {
cuts <- if (length(bins) == 1)
pretty(values, bins)
else bins
if (length(bins) > 2)
if (!all(abs(diff(bins, differences = 2)) <=
sqrt(.Machine$double.eps)))
stop("The vector of breaks 'bins' must be equally spaced")
n <- length(cuts)
r <- range(values, na.rm = TRUE)
cuts <- cuts[cuts >= r[1] & cuts <= r[2]]
n <- length(cuts)
p <- (cuts - r[1])/(r[2] - r[1])
extra <- list(p_1 = p[1], p_n = p[n])
p <- c("", paste0(100 * p, "%"), "")
if (decreasing == TRUE){
colors <- pal(rev(c(r[1], cuts, r[2])))
labels <- rev(labFormat(type = "numeric", cuts))
}else{
colors <- pal(c(r[1], cuts, r[2]))
labels <- rev(labFormat(type = "numeric", cuts))
}
colors <- paste(colors, p, sep = " ", collapse = ", ")
}
else if (type == "bin") {
cuts <- args$bins
n <- length(cuts)
mids <- (cuts[-1] + cuts[-n])/2
if (decreasing == TRUE){
colors <- pal(rev(mids))
labels <- rev(labFormat(type = "bin", cuts))
}else{
colors <- pal(mids)
labels <- labFormat(type = "bin", cuts)
}
}
else if (type == "quantile") {
p <- args$probs
n <- length(p)
cuts <- quantile(values, probs = p, na.rm = TRUE)
mids <- quantile(values, probs = (p[-1] + p[-n])/2, na.rm = TRUE)
if (decreasing == TRUE){
colors <- pal(rev(mids))
labels <- rev(labFormat(type = "quantile", cuts, p))
}else{
colors <- pal(mids)
labels <- labFormat(type = "quantile", cuts, p)
}
}
else if (type == "factor") {
v <- sort(unique(na.omit(values)))
colors <- pal(v)
labels <- labFormat(type = "factor", v)
if (decreasing == TRUE){
colors <- pal(rev(v))
labels <- rev(labFormat(type = "factor", v))
}else{
colors <- pal(v)
labels <- labFormat(type = "factor", v)
}
}
else stop("Palette function not supported")
if (!any(is.na(values)))
na.color <- NULL
}
else {
if (length(colors) != length(labels))
stop("'colors' and 'labels' must be of the same length")
}
legend <- list(colors = I(unname(colors)), labels = I(unname(labels)),
na_color = na.color, na_label = na.label, opacity = opacity,
position = position, type = type, title = title, extra = extra,
layerId = layerId, className = className, group = group)
invokeMethod(map, data, "addLegend", legend)
}
Once you've run it, you should replace addLegend
with addLegend_decreasing
and set decreasing = TRUE
. Then, your code changes to:
#Default map:
map <- leaflet() %>% addProviderTiles('Esri.WorldTopoMap')
x <- 1:100
pal <- colorNumeric(c("#d7191c","#fdae61","#ffffbf","#abd9e9", "#2c7bb6"), x)
map %>% addLegend_decreasing('topright', pal = pal, values = x, decreasing = TRUE)
Here is an example for a real leaflet
map:
df <- local({
n <- 300; x <- rnorm(n); y <- rnorm(n)
z <- sqrt(x ^ 2 + y ^ 2); z[sample(n, 10)] <- NA
data.frame(x, y, z)
})
pal <- colorNumeric("OrRd", df$z)
leaflet(df) %>%
addTiles() %>%
addCircleMarkers(~x, ~y, color = ~pal(z), group = "circles") %>%
addLegend(pal = pal, values = ~z, group = "circles", position = "bottomleft") %>%
addLayersControl(overlayGroups = c("circles"))
Map with default addLegend:
Same map with addLegend_decreasing
and decreasing = TRUE
leaflet(df) %>%
addTiles() %>%
addCircleMarkers(~x, ~y, color = ~pal(z), group = "circles") %>%
addLegend_decreasing(pal = pal, values = ~z, group = "circles", position = "bottomleft", decreasing = TRUE) %>%
addLayersControl(overlayGroups = c("circles"))
Map with custom addLegend_decreasing:
Hope this helps, it certainly helped me.
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