R/d3ForceNetwork.R

Defines functions d3ForceNetwork

Documented in d3ForceNetwork

#' Create a D3 JavaScript force directed network graph.
#'
#' @param Links a data frame object with the links between the nodes. It should
#' include the \code{Source} and \code{Target} for each link. These should be
#' numbered starting from 0. An optional \code{Value} variable can be included
#' to specify how close the nodes are to one another.
#' @param Nodes a data frame containing the node id and properties of the nodes.
#' If no ID is specified then the nodes must be in the same order as the Source
#' variable column in the \code{Links} data frame. Currently only a grouping
#' variable is allowed.
#' @param Source character string naming the network source variable in the
#' \code{Links} data frame.
#' @param Target character string naming the network target variable in the
#' \code{Links} data frame.
#' @param Value character string naming the variable in the \code{Links} data
#' frame for how wide the links are.
#' @param NodeID character string specifying the node IDs in the \code{Nodes}
#' data frame.
#' @param Group character string specifying the group of each node in the
#' \code{Nodes} data frame.
#' @param height numeric height for the network graph's frame area in pixels.
#' @param width numeric width for the network graph's frame area in pixels.
#' @param fontsize numeric font size in pixels for the node text labels.
#' @param linkDistance numeric or character string. Either numberic fixed
#' distance between the links in pixels (actually arbitrary relative to the
#' diagram's size). Or a JavaScript function, possibly to weight by
#' \code{Value}. For example:
#' \code{linkDistance = "function(d){return d.value * 10}"}.
#' @param linkWidth numeric or character string. Can be a numeric fixed width in
#' pixels (arbitrary relative to the diagram's size). Or a JavaScript function,
#' possibly to weight by \code{Value}. The default is
#' \code{linkWidth = "function(d) { return Math.sqrt(d.value); }"}.
#' @param charge numeric value indicating either the strength of the node
#' repulsion (negative value) or attraction (positive value).
#' @param linkColour character string specifying the colour you want the link
#' lines to be. Multiple formats supported (e.g. hexadecimal).
#' @param opacity numeric value of the proportion opaque you would like the
#' graph elements to be.
#' @param zoom logical, whether or not to enable the ability to use the mouse
#' scroll-wheel to zoom in and out of the graph.
#' @param parentElement character string specifying the parent element for the
#' resulting svg network graph. This effectively allows the user to specify
#' where on the html page the graph will be placed. By default the parent
#' element is \code{body}.
#' @param standAlone logical, whether or not to return a complete HTML document
#' (with head and foot) or just the script.
#' @param file a character string of the file name to save the resulting graph.
#' If a file name is given a standalone webpage is created, i.e. with a header
#' and footer. If \code{file = NULL} then result is returned to the console.
#' @param iframe logical. If \code{iframe = TRUE} then the graph is saved to an
#' external file in the working directory and an HTML \code{iframe} linking to
#' the file is printed to the console. This is useful if you are using Slidify
#' and many other HTML slideshow framworks and want to include the graph in the
#' resulting page. If you set the knitr code chunk \code{results='asis'} then
#' the graph will be rendered in the output. Usually, you can use
#' \code{iframe = FALSE} if you are creating simple knitr Markdown or HTML pages.
#' Note: you do not need to specify the file name if \code{iframe = TRUE},
#' however if you do, do not include the file path.
#' @param d3Script a character string that allows you to specify the location of
#' the d3.js script you would like to use. The default is
#' \url{http://d3js.org/d3.v3.min.js}.
#'
#' @examples
#' #### Tabular data example.
#' # Load data
#' data(MisLinks)
#' data(MisNodes)
#'
#' # Create graph
#' d3ForceNetwork(Links = MisLinks, Nodes = MisNodes, Source = "source",
#'                Target = "target", Value = "value", NodeID = "name",
#'                Group = "group", opacity = 0.4)
#'
#' \dontrun{
#' #### JSON Data Example
#' # Load data JSON formated data into two R data frames
#' library(RCurl)
#' MisJson <- getURL("http://bit.ly/1cc3anB")
#' MisLinks <- JSONtoDF(jsonStr = MisJson, array = "links")
#' MisNodes <- JSONtoDF(jsonStr = MisJson, array = "nodes")
#'
#' # Create graph
#' d3ForceNetwork(Links = MisLinks, Nodes = MisNodes, Source = "source",
#'                Target = "target", Value = "value", NodeID = "name",
#'                Group = "group", opacity = 0.4)
#' }
#' @source
#' D3.js was created by Michael Bostock. See \url{http://d3js.org/} and, more
#' specifically for force directed networks
#' \url{https://github.com/mbostock/d3/wiki/Force-Layout}.
#'
#' @importFrom whisker whisker.render
#' @export

d3ForceNetwork <- function(Links, Nodes, Source, Target, Value = NULL, NodeID,
	Group, height = 600, width = 900, fontsize = 7, linkDistance = 50,
	linkWidth = "function(d) { return Math.sqrt(d.value); }", charge = -120,
	linkColour = "#666",opacity = 0.6, zoom = FALSE, parentElement = "body",
	standAlone = TRUE, file = NULL, iframe = FALSE,
	d3Script = "http://d3js.org/d3.v3.min.js")
{
	if (!isTRUE(standAlone) & isTRUE(iframe)){
		stop("If iframe = TRUE then standAlone must be TRUE.")
	}
	# If no file name is specified create random name to avoid conflicts
	if (is.null(file) & isTRUE(iframe)){
		Random <- paste0(sample(c(0:9, letters, LETTERS), 5, replace=TRUE),
						collapse = "")
		file <- paste0("NetworkGraph", Random, ".html")
	}

	# Create iframe dimensions larger than graph dimensions
	FrameHeight <- height + height * 0.07
	FrameWidth <- width + width * 0.03

	# Create click text size
	clickTextSize <- fontsize * 2.5

	# Subset data frames for network graph
	if (class(Links) != "data.frame"){
		stop("Links must be a data frame class object.")
	}
	if (class(Nodes) != "data.frame"){
		stop("Nodes must be a data frame class object.")
	}
	if (is.null(Value)){
		LinksDF <- data.frame(Links[, Source], Links[, Target])
		names(LinksDF) <- c("source", "target")
	}
	else if (!is.null(Value)){
		LinksDF <- data.frame(Links[, Source], Links[, Target], Links[, Value])
		names(LinksDF) <- c("source", "target", "value")
	}
	NodesDF <- data.frame(Nodes[, NodeID], Nodes[, Group])
	names(NodesDF) <- c("name", "group")

	# Convert data frames to JSON format
	LinkData <- toJSONarray(LinksDF)
	LinkData <- paste("var links =", LinkData, "; \n")

	NodesData <- toJSONarray(NodesDF)
	NodesData <- paste("var nodes =", NodesData, "; \n")

	# Create webpage head
	PageHead <- BasicHead()

	# Create Style Sheet
	NetworkCSS <- whisker.render(ForceMainStyleSheet())

	# Main script for creating the graph
	if (!isTRUE(zoom)){
		MainScript <- whisker.render(MainForceJS())
	}
	else if (isTRUE(zoom)){
		MainScript <- whisker.render(ForceZoomJS())
	}

	if (is.null(file) & !isTRUE(standAlone)){
		cat(NetworkCSS, LinkData, NodesData, MainScript)
	}
	else if (is.null(file) & isTRUE(standAlone)){
		cat(PageHead, NetworkCSS, LinkData, NodesData, MainScript,
		    "</body>")
	}
	else if (!is.null(file) & !isTRUE(standAlone)){
		cat(NetworkCSS, LinkData, NodesData, MainScript, file = file)
	}
	else if (!is.null(file) & !isTRUE(iframe)){
		cat(PageHead, NetworkCSS, LinkData, NodesData, MainScript,
		    "</body>", file = file)
	}
	else if (!is.null(file) & isTRUE(iframe)){
		cat(PageHead, NetworkCSS, LinkData, NodesData, MainScript,
		    "</body>", file = file)
		cat("<iframe src=\'", file, "\'", " height=", FrameHeight, " width=",
			FrameWidth, "></iframe>", sep="")
	}
}

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d3Network documentation built on May 2, 2019, 2:45 p.m.