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@dsparks /pokePlot.R
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Ridiculous Pokemon plot
# Truly the most ridiculous thing I could think of.
doInstall <- TRUE # Change to FALSE if you don't want packages installed.
toInstall <- c("XML", "png", "devtools", "RCurl")
if(doInstall){install.packages(toInstall, repos = "http://cran.r-project.org")}
lapply(toInstall, library, character.only = TRUE)
# Some helper functions, lineFinder and makeTable
source_gist("818983")
source_gist("818986")
# In as few lines as possible, get statistics on each Pokemon
importHTML <- readLines("http://bulbapedia.bulbagarden.net/wiki/List_of_Pok%C3%A9mon_by_base_stats_(Generation_I)")
theTable <- readHTMLTable(importHTML) # A useful function when it works
pokeTable <- theTable[[1]][, -2]
colnames(pokeTable)[1:2] <- c("N", "Name")
colnames(pokeTable) <- gsub("\n", "", colnames(pokeTable))
pokeTable[, -2] <- apply(pokeTable[, -2], 2, as.numeric)
pokeTable[, 2] <- as.character(pokeTable[, 2])
head(pokeTable)
# And find URLs for images of each
pngURLs <- importHTML[lineFinder("http://cdn.bulbagarden.net/upload/",
importHTML)]
pngURLs <- makeTable(makeTable(pngURLs, "src=\"")[, 2],
"\" width=\"32\"")[, 1]
# CAUTION: The following script will literally download 151 .PNG images of
# Pokemon. Please be considerate, and don't run this more than you need to.
pngList <- list()
for(ii in 1:nrow(pokeTable)){
tempName <- pokeTable[ii, "Name"]
tempPNG <- readPNG(getURLContent(pngURLs[ii])) # Downloads & loads PNGs
pngList[[tempName]] <- tempPNG # And assigns them to a list.
}
iChooseYou <- function(pm){plot(1, 1) # First time implemented in R
rasterImage(pngList[[pm]], 0.5, 0.5, 1.5, 1.5)
}
iChooseYou("Pikachu") # Look for it on CRAN
# Principal component analysis
PCA <- prcomp((pokeTable[, 3:7]))
biplot(PCA) # To illustrate similarity of dimensions and individuals
# Plot:
boxParameter <- 5 # To alter dimensions of raster image bounding box
plot(PCA$x, type = "n",
xlab = "Overall stats >",
ylab = "HP/Attack/Defense <> Speed/Special")
for(ii in 1:length(pngList)){
Coords <- PCA$x[ii, 1:2]
tempName <- pokeTable[ii, "Name"]
rasterImage(pngList[[tempName]],
Coords[1]-boxParameter, Coords[2]-boxParameter,
Coords[1]+boxParameter, Coords[2]+boxParameter)
} # Optional labels:
text(PCA$x[, 1:2], label = pokeTable$Name, adj = c(1/2, 3))
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