I am making a Sankey chart and I would like to add text on top of each column in order to give a brief description of what is shown. Example code taken from the r-graph galery:
library(networkD3)
# A connection data frame is a list of flows with intensity for each flow
links <- data.frame(
source=c("group_A","group_A", "group_B", "group_C", "group_C", "group_E"),
target=c("group_C","group_D", "group_E", "group_F", "group_G", "group_H"),
value=c(2,3, 2, 3, 1, 3)
)
# From these flows we need to create a node data frame: it lists every entities involved in the flow
nodes <- data.frame(
name = unique(c(as.character(links$source), as.character(links$target)))
)
# With networkD3, connection must be provided using id, not using real name like in the links dataframe.. So we need to reformat it.
links$IDsource <- match(links$source, nodes$name)-1
links$IDtarget <- match(links$target, nodes$name)-1
# Make the Network
p <- sankeyNetwork(Links = links, Nodes = nodes,
Source = "IDsource", Target = "IDtarget",
Value = "value", NodeID = "name",
sinksRight=FALSE)
p
There is no option in the networkD3::sankeyNetwork()
function for this.
I aim for something that looks like this:
library(networkD3)
library(htmlwidgets)
# A connection data frame is a list of flows with intensity for each flow
links <- data.frame(
source=c("group_A","group_A", "group_B", "group_C", "group_C", "group_E"),
target=c("group_C","group_D", "group_E", "group_F", "group_G", "group_H"),
value=c(2,3, 2, 3, 1, 3)
)
# From these flows we need to create a node data frame: it lists every entities involved in the flow
nodes <- data.frame(
name = unique(c(as.character(links$source), as.character(links$target)))
)
# With networkD3, connection must be provided using id, not using real name like in the links dataframe.. So we need to reformat it.
links$IDsource <- match(links$source, nodes$name) - 1
links$IDtarget <- match(links$target, nodes$name) - 1
# Make the Network
p <- sankeyNetwork(Links = links, Nodes = nodes,
Source = "IDsource", Target = "IDtarget",
Value = "value", NodeID = "name",
sinksRight=FALSE)
htmlwidgets::onRender(p, '
function(el) {
var cols_x = this.sankey.nodes().map(d => d.x).filter((v, i, a) => a.indexOf(v) === i).sort(function(a, b){return a - b});
cols_x.forEach((d, i) => {
d3.select(el).select("svg")
.append("text")
.attr("x", d)
.attr("y", 12)
.text("Step " + (i + 1));
})
}
')
or manually set labels...
htmlwidgets::onRender(p, '
function(el) {
var cols_x = this.sankey.nodes().map(d => d.x).filter((v, i, a) => a.indexOf(v) === i).sort(function(a, b){return a - b});
var labels = ["Step 2", "Step 1", "Step 3"];
cols_x.forEach((d, i) => {
d3.select(el).select("svg")
.append("text")
.attr("x", d)
.attr("y", 12)
.text(labels[i]);
})
}
')
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