Created
November 6, 2020 01:55
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US Election 2020 Swing States
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library(rvest) ## CRAN package 'rvest' | |
read_nyt_vote_table <- function(state, force = FALSE) { | |
states <- c(AZ = "arizona", GA = "georgia", NC = "north-carolina", NV = "nevada", PA = "pennsylvania") | |
stopifnot(state %in% names(states)) | |
file <- sprintf("results-%s-president.html", states[state]) | |
url <- file.path("https://www.nytimes.com/interactive/2020/11/03/us/elections", file) | |
if (force || !file_test("-f", file)) { | |
message("Downloading: ", file) | |
download.file(url, destfile = file, quiet = TRUE) | |
} | |
stopifnot(utils::file_test("-f", file)) | |
id <- sprintf("%s-G-P-2020-11-03", state) | |
html <- read_html(file) | |
xpath <- sprintf('//*[@id="%s-results-table-container"]', id) | |
data <- html_node(html, xpath = xpath) | |
table <- html_children(data)[[2]] | |
table <- html_table(table, header = FALSE) | |
table <- table[, -1L] | |
colnames(table) <- c("candidate", "party", "votes", "fraction") | |
idx <- grep("View", table[,"candidate"]) | |
if (length(idx) > 0) table <- table[-idx,] | |
table[,"candidate"] <- gsub("[*[:space:]].*", "", table[,"candidate"]) | |
table[,"votes"] <- as.integer(gsub(",", "", table[,"votes"])) | |
table[,"fraction"] <- as.numeric(gsub("[<%]", "", table[,"fraction"]))/100 | |
table <- table[, c("candidate", "votes", "fraction")] | |
table | |
} |
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