Using Leaflet and htmlwidgets in a Hugo-generated page
Using the R packages dataRetrieval, leaflet, and htmlwidgets, the workflow for a Hugo page is explained.
We are excited to use many of the JavaScript data visualizations in R using the htmlwidgets
package in future posts. Having decided on using Hugo
, one of our first tasks was to figure out a fairly straightforward way to incorporate these widgets. This post describes the basic process to get a basic leaflet
map in our Hugo-generated page.
In this example, we are looking for phosphorus measured throughout Wisconsin with the dataRetrieval
package. Using dplyr
, we filter the data to sites that have records longer than 15 years, and more than 50 measurements.
library(dataRetrieval)
pCode <- c("00665")
phos.wi <- readNWISdata(stateCd="WI", parameterCd=pCode,
service="site", seriesCatalogOutput=TRUE)
library(dplyr)
phos.wi <- filter(phos.wi, parm_cd %in% pCode) %>%
filter(count_nu > 50) %>%
mutate(period = as.Date(end_date) - as.Date(begin_date)) %>%
filter(period > 15*365)
Plot the sites on a map:
library(leaflet)
leafMap <- leaflet(data=phos.wi) %>%
addProviderTiles("CartoDB.Positron") %>%
addCircleMarkers(~dec_long_va,~dec_lat_va,
color = "red", radius=3, stroke=FALSE,
fillOpacity = 0.8, opacity = 0.8,
popup=~station_nm)
Next, we use the htmlwidgets package to save a self-contained html file. The following code could be generally hid from the reader using echo=FALSE.
library(htmlwidgets)
library(htmltools)
currentWD <- getwd()
dir.create("static/leaflet", showWarnings = FALSE)
setwd("static/leaflet")
saveWidget(leafMap, "leafMap.html")
setwd(currentWD)
The html that was saved with the saveWidget function can be called with the iframe html tag.
<iframe seamless src="static/leaflet/leafmap/index.html" width="100%" height="500"></iframe>
One issue for our Hugo theme was that the created widget page is included in the overall site index. The was fixed by adding a line to the overall index.html layout page to only lists pages with dates above Jan. 1, 1970 (so really, any legitimate date):
{{ if ge $value.Date.Unix 0 }}
<div class="col-sm-4">
{{ .Render "grid" }}
</div>
{{ end }}
A screenshot of the map was taken to use for the thumbnail in the blog index.
Questions
Please direct any questions or comments on dataRetrieval to: https://github.com/USGS-R/dataRetrieval/issues
Categories:
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