# NOT RUN {
discourse_map(DATA$state, list(DATA$person, DATA$sex))
x <- with(mraja1, discourse_map(dialogue, person))
x
lview(x)
library(igraph)
plot(visual(x), edge.curved=FALSE)
## Quickly add/remove a title
Title(x) <- "Act 1"
x
Title(x) <- NULL
x
## Augmenting the plot
library(qdapTools)
mygraph <- visual(x)
plot(mygraph, edge.curved=TRUE)
V(mygraph)$sex <- V(mygraph)$name %lc% raj.demographics[, 1:2]
V(mygraph)$color <- ifelse(V(mygraph)$sex=="f", "pink", "lightblue")
plot(mygraph, edge.curved=TRUE)
V(mygraph)$family <- V(mygraph)$name %l+% raj.demographics[, c(1, 3)]
cols <- qcv(blue, red, brown, darkgreen, grey10)
V(mygraph)$label.color <- lookup(V(mygraph)$family,
unique(V(mygraph)$family), cols)
plot(mygraph, edge.curved=TRUE)
## Community detection
x <- with(mraja1, discourse_map(dialogue, person))
wc <- walktrap.community(visual(x))
colors <- grDevices::rainbow(max(membership(wc)))
plot(x, vertex.color=colors[membership(wc)])
## Repeated Measures (BASIC EXAMPLE)
##------------------------------
## First merge data and map to discourse per act
## to separate networks
dat <- key_merge(raj, raj.demographics)
list_dat <- split(dat, dat$act)
plot_dat <- lapply(list_dat, function(x) with(x, discourse_map(dialogue, person)))
opar <- par()$mar
par(mfrow=c(3, 2), mar=c(0, 0, 3, 0))
lapply(seq_along(plot_dat), function(i){
plot(plot_dat[[i]])
graphics::mtext(paste("Act", names(plot_dat)[i]), side=3)
})
## Repeated Measures (EXTENDED EXAMPLE)
##------------------------------
fam_key <- data.frame(fam=unique(raj.demographics$fam.aff),
cols=qcv(blue, grey10, red, orange),
stringsAsFactors = FALSE)
par(mfrow=c(3, 2), mar=c(0, 1, 3, 1))
lapply(seq_along(plot_dat), function(i){
THE_PLOT <- visual(plot_dat[[i]])
V(THE_PLOT)$sex <- V(THE_PLOT)$name %l% raj.demographics[, 1:2]
V(THE_PLOT)$color <- ifelse(V(THE_PLOT)$sex=="f", "pink", "lightblue")
V(THE_PLOT)$family <- V(THE_PLOT)$name %lc+% raj.demographics[, c(1, 3)]
V(THE_PLOT)$label.color <- lookup(V(THE_PLOT)$family, fam_key)
plot(THE_PLOT, edge.curved=TRUE)
graphics::mtext(paste("Act", names(plot_dat)[i]), side=3)
})
frame()
bords <- rep("black", 7)
bords[3] <- "white"
legend(.29, .95, c("Female", "Male", NA, as.character(fam_key[, 1])),
fill=c("pink", "lightblue", NA, fam_key[, 2]), border=bords, cex=1.5)
## Reset graphics margins
par(mar=opar)
## ANIMATION
#===========
test <- discourse_map(DATA$state, list(DATA$person))
## Very quick, hard to see
Animate(test)
pdf("test.pdf")
par(mar=c(0, 0, 1, 0))
Animate(test, title="Test Plot")
dev.off()
## Animate it
##-----------
library(animation)
library(igraph)
loc <- folder(animation_dialogue)
ans <- Animate(test)
## Set up the plotting function
oopt <- animation::ani.options(interval = 0.1)
FUN <- function() {
lapply(seq_along(ans), function(i) {
par(mar=c(0, 0, 1, 0))
set.seed(10)
plot.igraph(ans[[i]], edge.curved=TRUE, layout=layout.circle)
graphics::mtext("Discourse Map", side=3)
animation::ani.pause()
})
}
## Detect OS
type <- if(.Platform$OS.type == "windows") shell else system
saveGIF(FUN(), interval = 0.1, outdir = loc, cmd.fun = type)
saveVideo(FUN(), video.name = "discourse_map.avi", interval = 0.1, outdir = loc)
saveLatex(FUN(), autoplay = TRUE, loop = FALSE, latex.filename = "tester.tex",
caption = "animated dialogue", outdir = loc, ani.type = "pdf",
ani.dev = "pdf", ani.width = 5, ani.height = 5.5, interval = 0.1)
saveHTML(FUN(), autoplay = FALSE, loop = TRUE, verbose = FALSE,
outdir = file.path(loc, "new"), single.opts =
"'controls': ['first', 'previous', 'play', 'next', 'last', 'loop', 'speed'], 'delayMin': 0")
## More Elaborate Layout
test2 <- with(mraja1, discourse_map(dialogue, person))
loc2 <- folder(animation_dialogue2)
ans2 <- Animate(test2)
## Set up the plotting function
oopt <- animation::ani.options(interval = 0.1)
FUN3 <- function() {
lapply(seq_along(ans2), function(i) {
par(mar=c(0, 0, 1, 0))
set.seed(10)
plot.igraph(ans2[[i]], edge.curved=TRUE, layout=layout.auto)
graphics::mtext("Discourse Map\nRomeo and Juliet: Act 1", side=3)
animation::ani.pause()
})
}
saveHTML(FUN3(), autoplay = FALSE, loop = FALSE, verbose = FALSE,
outdir = file.path(loc2, "new"), single.opts =
"'controls': ['first', 'play', 'loop', 'speed'], 'delayMin': 0")
saveVideo(FUN3(), video.name = "discourse_map.avi", interval = 0.2,
outdir = loc2)
# }
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