Created
October 13, 2012 06:13
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Ridiculous Pokemon plot
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# 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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Why I wait so long to fin this? XD. Nice script!