Sankey Diagram with networkD3 package will not plot

Question

I am using the sankeyNetwork function in the networkD3 package in R using as an example the code found here. However, all I get is a blank screen. The diagram is supposed to show the flow of infections between age groups (by gender). My code is as below:

library(RCurl)
library(networkD3)

edges <- read.csv(curl("https://raw.githubusercontent.com/kilimba/data/master/infection_flows.csv"),stringsAsFactors = FALSE )

nodes = data.frame(ID = unique(c(edges$Source, edges$Target)))

nodes$indx =0
for (i in 1:nrow(nodes)){
  nodes[i,]["indx"] = i - 1
}

edges2 <- merge(edges,nodes,by.x = "Source",by.y = "ID")
edges2$Source <-NULL
names(edges2) <- c("target","value","source")
edges2 <- merge(edges2,nodes,by.x = "target",by.y = "ID")
edges2$target <- NULL
names(edges2) <- c("value","source","target")

nodes$indx <- NULL
# Plot
sankeyNetwork(Links = edges2, Nodes = nodes,
              Source = "source", Target = "target",
              Value = "value", NodeID = "ID",
              width = 700, fontsize = 12, nodeWidth = 30)

I face the same problem. sankeyNetwork works with a smaller sample of the dataset I am using but if tried with the full set, it displays a blank screen. — Kinjal, Jul 14 '15 at 09:15

score 1 · Answer 1 · answered Oct 27 '15 at 17:15

Are you sure there are no errors printed in your R console?

This works for me with two small modifications:

Load the curl package as well at the beginning
```
library("curl")
```

The fontsize parameter apparently does not work and should be removed.

# Plot
sankeyNetwork(Links = edges2, Nodes = nodes,
      Source = "source", Target = "target",
      Value = "value", NodeID = "ID",
      width = 700, #fontsize = 12,
      nodeWidth = 30)

score 1 · Answer 2 · answered Jan 26 '16 at 18:09

Adjusting fontsize does work, but your argument is missing a capitalization: fontSize

sankeyNetwork(Links = edges2, Nodes = nodes,
  Source = "source", Target = "target",
  Value = "value", NodeID = "ID",
  width = 700, fontSize = 12,
  nodeWidth = 30)

score 1 · Answer 3 · answered May 19 '19 at 10:30

you do not need RCurl, read.csv is able to read directly from a URL
it's probably safer to use the stringsAsFactors = FALSE option when creating the nodes data.frame
as others have pointed out, you must make sure that the source and target variables in the links data are numeric, and that they are zero-indexed
as others have pointed out, the font size parameter is properly named fontSize
I have provided a more direct way of creating the links data with numeric indexes of the nodes in the nodes data.frame

library(networkD3)

edges <- read.csv("https://raw.githubusercontent.com/kilimba/data/master/infection_flows.csv",stringsAsFactors = FALSE)

nodes = data.frame(ID = unique(c(edges$Source, edges$Target)), stringsAsFactors = FALSE)

edges$Source <- match(edges$Source, nodes$ID) - 1
edges$Target <- match(edges$Target, nodes$ID) - 1

sankeyNetwork(Links = edges, Nodes = nodes,
              Source = "Source", Target = "Target",
              Value = "Value", NodeID = "ID",
              width = 700, fontSize = 12, nodeWidth = 30)

score 0 · Answer 4 · answered Feb 21 '18 at 17:33

0

I solved it for me by making sure that source, target and values were all numeric.

For example: Energy$links$value <- as.numeric(Energy$links$value)

answered Feb 21 '18 at 17:33

Magdalena

401
4
2

The asker has posted a code and the answer should be shown in that code, check other answerers – Ibo Feb 21 '18 at 17:56

Sankey Diagram with networkD3 package will not plot

4 Answers4