Created
October 8, 2017 22:42
-
-
Save nathanesau/0be6fb0447fa0317b953a95a13c63d25 to your computer and use it in GitHub Desktop.
ATP parser
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# Title: Tennis Draw Parser | |
# Author: Nathan Esau | |
library(XML) | |
options(warn = -1) # suppress warnings | |
# Get all draws for current year | |
url = "https://www.atpworldtour.com/en/scores/results-archive?year=2017" | |
links <- xpathSApply(doc, "//a/@href") | |
links <- links[grepl("draws", links)] # doubles and singles | |
links <- links[grepl("doubles", links) == FALSE] | |
drawURLs = sapply(links, function(x){paste("https://www.atpworldtour.com", x, collapse='', sep='')}) | |
names(drawURLs) = NULL | |
# url: the tournament url | |
getSeeds <- function(url) { | |
tables = readHTMLTable(getURL(url)) | |
draw = tables[[3]] | |
round1 = sapply(draw[,1], as.character) # get first round (to get initial bracket and seeds) | |
rowLengths = sapply(round1, nchar) | |
names(rowLengths) = NULL | |
round1 = round1[rowLengths > 5] | |
patterns = c('\\r', '\\t', '\\n', '[0-9]+', '\\(Q\\)', '\\(', '\\)', 'WC', 'PR') | |
names = character(0) # parse names from table | |
for(row in round1) { | |
x = row | |
for(pattern in patterns) { | |
x = gsub(pattern, ' ', x) | |
} | |
words = unlist(strsplit(x, " ")) | |
wordsIndex = which(nchar(words) > 0) | |
dist = diff(wordsIndex) | |
splitIndex = which(dist > 5) | |
words = words[nchar(words) > 0] | |
name1 = paste(words[1:splitIndex], collapse = ' ') | |
name2 = paste(words[(splitIndex+1):length(words)], collapse = ' ') | |
names = c(names, name1, name2) | |
} | |
names | |
} | |
out = vector("list", length(drawURLs)) | |
for(i in 1:length(drawURLs)) { | |
url = drawURLs[i] | |
out[[i]] = getSeeds(url) | |
} | |
out[[1]] |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment