513 lines
16 KiB
R
513 lines
16 KiB
R
all(test)
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test <- NULL
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View(c_errors)
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c_errors <- read.csv("issuecomp-codingsample-error.csv", header = F, sep=",", colClasses="character")
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names(c_errors) <- c("str_id", "code", "tags", "text")
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
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source("issuecomp-codingsample-function2.R")
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}
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status
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
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source("issuecomp-codingsample-function2.R")
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}
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if(c_errcode == "1") {
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#cat("Which issue is incorrect?\n")
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repeat {
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c_tag <- readYN("Which issue is incorrect?: ")
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c_tag <- unlist(str_split(c_tag, ";"))
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for(i in 1:length(c_tag)) {
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if(checkIssue(c_tag[i], c_issueheads)) {status[i] <- TRUE} else {cat("Issue",c_tag[i],"does not exist. Please try again.\n")}
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}
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if(all(status)) {
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break
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}
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}
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if(c_errcode == "1") {
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#cat("Which issue is incorrect?\n")
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repeat {
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c_tag <- readYN("Which issue is incorrect?: ")
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c_tag <- unlist(str_split(c_tag, ";"))
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for(i in 1:length(c_tag)) {
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if(checkIssue(c_tag[i], c_issueheads)) {status[i] <- TRUE} else {cat("Issue",c_tag[i],"does not exist. Please try again.\n")}
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}
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if(all(status)) {
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break
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}
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}
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}
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wdq
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
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source("issuecomp-codingsample-function2.R")
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}
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source("issuecomp-codingsample-function2.R")
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
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source("issuecomp-codingsample-function2.R")
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}
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
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source("issuecomp-codingsample-function2.R")
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}
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checkAllIssues <- function(string, issuelist) {
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string <- unlist(str_split(string, ";"))
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for(i in 1:length(string)) {
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if(checkIssue(string[i], issuelist)) {
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status[i] <- TRUE
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}
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else {
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cat("Issue",string[i],"does not exist. Please try again.\n")
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status[i] <- FALSE
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}
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}
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}
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test
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checkAllIssues <- function(string, issuelist) {
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string <- unlist(str_split(string, ";"))
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for(i in 1:length(string)) {
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if(checkIssue(string[i], issuelist)) {
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status[i] <- TRUE
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}
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else {
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cat("Issue",string[i],"does not exist. Please try again.\n")
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status[i] <- FALSE
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}
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}
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return(status)
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}
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test <- "issue.edathy"
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checkAllIssues(test, c_issueheads)
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test <- "issue.edathy"
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checkAllIssues(test, c_issueheads)
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rm(status)
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checkAllIssues(test, c_issueheads)
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checkAllIssues <- function(string, issuelist) {
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status <- NULL
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string <- unlist(str_split(string, ";"))
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for(i in 1:length(string)) {
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if(checkIssue(string[i], issuelist)) {
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status[i] <- TRUE
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}
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else {
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cat("Issue",string[i],"does not exist. Please try again.\n")
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status[i] <- FALSE
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}
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}
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return(status)
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}
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checkAllIssues(test, c_issueheads)
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checkAllIssues("wdjqaowd", c_issueheads)
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test <- checkAllIssues("wdjqaowd", c_issueheads)
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test
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test <- checkAllIssues("wdjqaow;wiqud", c_issueheads)
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test
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test <- checkAllIssues("wdjqaow;issue.edathy", c_issueheads)
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test
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checkAllIssues <- function(string, issuelist) {
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status <- NULL
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string <- unlist(str_split(string, ";"))
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for(i in 1:length(string)) {
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if(checkIssue(string[i], issuelist)) {
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status[i] <- TRUE
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}
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else {
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cat("Issue",string[i],"does not exist. Please try again.\n")
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status[i] <- FALSE
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}
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}
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return(status)
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}
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
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source("issuecomp-codingsample-function2.R")
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}
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checkAllIssues <- function(string, issuelist) {
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status <- NULL
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for(i in 1:length(string)) {
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if(checkIssue(string[i], issuelist)) {
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status[i] <- TRUE
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}
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else {
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cat("Issue",string[i],"does not exist. Please try again.\n")
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status[i] <- FALSE
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}
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}
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return(status)
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}
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
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source("issuecomp-codingsample-function2.R")
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}
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
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source("issuecomp-codingsample-function2.R")
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}
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View(c_issues)
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View(tweets)
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tweets$tagged <- NULL
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View(c_tweets)
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View(tweets)
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# MATCH TWEETS ------------------------------------------------------------
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id_folder <- "matched-ids"
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unlink(id_folder, recursive = TRUE)
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dir.create(id_folder)
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issues <- data.frame(date = drange)
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issuelist <- xmlToList("issues.xml")
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issueheads <- names(issuelist)
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issues[issueheads] <- 0
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tweets$issue <- ""
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tweets$tags <- ""
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for(d in 1:nrow(issues)) {
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# Go through every day
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curdate <- issues$date[d]
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cat(as.character(curdate),"\n")
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# Put all tweets from specific day in a temporary DF
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tweets_curday <- tweets[tweets[, "created_at"] == curdate, ]
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for(t in 1:nrow(tweets_curday)){
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# Select tweet's text, make it lowercase and remove hashtag indicators (#)
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curtext <- as.character(tweets_curday$text[t])
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curtext <- str_replace_all(curtext, "#", "")
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curtext <- str_replace_all(curtext, "$", " ")
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curtext <- str_replace_all(curtext, "http://.+?\\s", "URL ")
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curid <- as.character(tweets_curday$id_str[t])
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# Now test each single issue (not tag!)
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for(i in 1:length(issuelist)) {
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curtags <- as.character(issuelist[[i]])
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curissue <- names(issuelist)[i]
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curfile <- str_c(id_folder,"/",curissue,".csv")
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# Now test all tags of a single issue
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for(s in 1:length(curtags)) {
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curtag <- curtags[s]
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curchars <- nchar(curtag, type = "chars")
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# Check if tag is an acronym. If so, ignore.case will be deactivated in smartPatternMatch
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if(curchars <= 4) {
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curacro <- checkAcronym(string = curtag, chars = curchars)
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} else {
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curacro <- FALSE
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}
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# Match current tweet with tag. If >= 5 letters allow 1 changed letter, if >=8 letters allow 2 (Levenshtein distance)
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tags_found <- smartPatternMatch(curtext, curtag, curchars, curacro)
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if(tags_found == 1) {
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# Raise number of findings on this day for this issue by 1
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issues[d,curissue] <- issues[d,curissue] + 1
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# Add issue and first matched tag of tweet to tweets-DF
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oldissue <- tweets[tweets[, "id_str"] == curid, "issue"]
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tweets[tweets[, "id_str"] == curid, "issue"] <- str_c(oldissue, curissue, ";")
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oldtag <- tweets[tweets[, "id_str"] == curid, "tags"]
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tweets[tweets[, "id_str"] == curid, "tags"] <- str_c(oldtag, curtag, ";")
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# Add information to file for function viewPatternMatching
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write(str_c(curdate,";\"",curid,"\";",curtag), curfile, append = TRUE)
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break
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}
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else {
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#cat("Nothing found\n")
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}
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} # /for curtags
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} # /for issuelist
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} # /for tweets_curday
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} # /for drange
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date_start <- as.Date("2014-01-01")
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date_end <- as.Date("2014-12-31")
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drange <- as.integer(date_end - date_start)
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drange <- date_start + days(0:drange)
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# MATCH TWEETS ------------------------------------------------------------
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id_folder <- "matched-ids"
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unlink(id_folder, recursive = TRUE)
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dir.create(id_folder)
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issues <- data.frame(date = drange)
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issuelist <- xmlToList("issues.xml")
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issueheads <- names(issuelist)
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issues[issueheads] <- 0
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tweets$issue <- ""
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tweets$tags <- ""
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for(d in 1:nrow(issues)) {
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# Go through every day
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curdate <- issues$date[d]
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cat(as.character(curdate),"\n")
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# Put all tweets from specific day in a temporary DF
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tweets_curday <- tweets[tweets[, "created_at"] == curdate, ]
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for(t in 1:nrow(tweets_curday)){
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# Select tweet's text, make it lowercase and remove hashtag indicators (#)
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curtext <- as.character(tweets_curday$text[t])
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curtext <- str_replace_all(curtext, "#", "")
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curtext <- str_replace_all(curtext, "$", " ")
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curtext <- str_replace_all(curtext, "http://.+?\\s", "URL ")
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curid <- as.character(tweets_curday$id_str[t])
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# Now test each single issue (not tag!)
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for(i in 1:length(issuelist)) {
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curtags <- as.character(issuelist[[i]])
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curissue <- names(issuelist)[i]
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curfile <- str_c(id_folder,"/",curissue,".csv")
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# Now test all tags of a single issue
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for(s in 1:length(curtags)) {
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curtag <- curtags[s]
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curchars <- nchar(curtag, type = "chars")
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# Check if tag is an acronym. If so, ignore.case will be deactivated in smartPatternMatch
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if(curchars <= 4) {
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curacro <- checkAcronym(string = curtag, chars = curchars)
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} else {
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curacro <- FALSE
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}
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# Match current tweet with tag. If >= 5 letters allow 1 changed letter, if >=8 letters allow 2 (Levenshtein distance)
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tags_found <- smartPatternMatch(curtext, curtag, curchars, curacro)
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if(tags_found == 1) {
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# Raise number of findings on this day for this issue by 1
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issues[d,curissue] <- issues[d,curissue] + 1
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# Add issue and first matched tag of tweet to tweets-DF
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oldissue <- tweets[tweets[, "id_str"] == curid, "issue"]
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tweets[tweets[, "id_str"] == curid, "issue"] <- str_c(oldissue, curissue, ";")
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oldtag <- tweets[tweets[, "id_str"] == curid, "tags"]
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tweets[tweets[, "id_str"] == curid, "tags"] <- str_c(oldtag, curtag, ";")
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# Add information to file for function viewPatternMatching
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write(str_c(curdate,";\"",curid,"\";",curtag), curfile, append = TRUE)
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break
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}
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else {
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#cat("Nothing found\n")
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}
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} # /for curtags
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} # /for issuelist
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} # /for tweets_curday
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} # /for drange
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View(tweets)
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View(tweets)
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# MATCH TWEETS ------------------------------------------------------------
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id_folder <- "matched-ids"
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unlink(id_folder, recursive = TRUE)
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dir.create(id_folder)
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issues <- data.frame(date = drange)
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issuelist <- xmlToList("issues.xml")
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issueheads <- names(issuelist)
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issues[issueheads] <- 0
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tweets$issue <- ""
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tweets$tags <- ""
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for(d in 1:nrow(issues)) {
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# Go through every day
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curdate <- issues$date[d]
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cat(as.character(curdate),"\n")
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# Put all tweets from specific day in a temporary DF
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tweets_curday <- tweets[tweets[, "created_at"] == curdate, ]
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for(t in 1:nrow(tweets_curday)){
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# Select tweet's text, make it lowercase and remove hashtag indicators (#)
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curtext <- as.character(tweets_curday$text[t])
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curtext <- str_replace_all(curtext, "#", "")
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curtext <- str_replace_all(curtext, "$", " ")
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curtext <- str_replace_all(curtext, "http://.+?\\s", "URL ")
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curid <- as.character(tweets_curday$id_str[t])
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# Now test each single issue (not tag!)
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for(i in 1:length(issuelist)) {
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curtags <- as.character(issuelist[[i]])
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curissue <- names(issuelist)[i]
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curfile <- str_c(id_folder,"/",curissue,".csv")
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# Now test all tags of a single issue
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for(s in 1:length(curtags)) {
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curtag <- curtags[s]
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curchars <- nchar(curtag, type = "chars")
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# Check if tag is an acronym. If so, ignore.case will be deactivated in smartPatternMatch
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if(curchars <= 4) {
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curacro <- checkAcronym(string = curtag, chars = curchars)
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} else {
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curacro <- FALSE
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}
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# Match current tweet with tag. If >= 5 letters allow 1 changed letter, if >=8 letters allow 2 (Levenshtein distance)
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tags_found <- smartPatternMatch(curtext, curtag, curchars, curacro)
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if(tags_found == 1) {
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# Raise number of findings on this day for this issue by 1
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issues[d,curissue] <- issues[d,curissue] + 1
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# Add issue and first matched tag of tweet to tweets-DF
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oldissue <- tweets[tweets[, "id_str"] == curid, "issue"]
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tweets[tweets[, "id_str"] == curid, "issue"] <- str_c(oldissue, curissue, ";")
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oldtag <- tweets[tweets[, "id_str"] == curid, "tags"]
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tweets[tweets[, "id_str"] == curid, "tags"] <- str_c(oldtag, curtag, ";")
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# Add information to file for function viewPatternMatching
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write(str_c(curdate,";\"",curid,"\";",curtag), curfile, append = TRUE)
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break
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}
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else {
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#cat("Nothing found\n")
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}
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} # /for curtags
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} # /for issuelist
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} # /for tweets_curday
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} # /for drange
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View(tweets)
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View(c_errors)
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View(tweets)
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readYN <- function(question) {
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n <- readline(prompt=question)
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n <- as.character(n)
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return(n)
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}
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checkIssue <- function(string, issuelist) {
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status <- any(str_detect(string, issuelist))
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return(status)
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}
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checkAllIssues <- function(string, issuelist) {
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status <- NULL
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for(i in 1:length(string)) {
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if(checkIssue(string[i], issuelist)) {
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status[i] <- TRUE
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}
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else {
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cat("Issue",string[i],"does not exist. Please try again.\n")
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status[i] <- FALSE
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}
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}
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return(status)
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}
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View(tweets)
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View(tweets)
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write.csv(tweets, "tweets.csv")
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save(tweets, file="tweets.RData")
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write.csv(tweets, "tweets.csv")
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save(tweets, file="tweets.RData")
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c_tweets <- read.csv("tweets.csv")
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View(c_tweets)
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c_tweets$X <- NULL
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# Read all issues from XML file
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c_issues <- data.frame(date = drange)
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c_issuelist <- xmlToList("issues.xml")
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c_issueheads <- names(issuelist)
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c_issues[issueheads] <- 0
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source("issuecomp-codingsample-function.R")
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rm(c_err, c_result, c_samid, c_samno,c_samtags,c_samissue,c_samtext,c_yn)
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rm(c_samtag)
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rm(tweets_curday,curacro, curchars, curdate,curfile,curid,curissue,curtag,curtags,curtext,d,date_end,date_start,drange,i,id_folder,oldissue,oldtag,s,t,tags_found)
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c_errors <- read.csv("issuecomp-codingsample-error.csv", header = F, sep=",", colClasses="character")
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View(c_errors)
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names(c_errors) <- c("str_id", "code", "issue", "tags", "text")
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View(c_errors)
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for(r in 1:nrow(c_errors)) {
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c_errcode <- as.character(c_errors$code[r])
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c_errissue <- as.character(c_errors$issue[r])
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c_errtags <- as.character(c_errors$tags[r])
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c_errtext <- as.character(c_errors$text[r])
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c_errid <- as.character(c_errors$str_id[r])
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cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
|
|
source("issuecomp-codingsample-function2.R")
|
|
}
|
|
for(r in 1:nrow(c_errors)) {
|
|
c_errcode <- as.character(c_errors$code[r])
|
|
c_errissue <- as.character(c_errors$issue[r])
|
|
c_errtags <- as.character(c_errors$tags[r])
|
|
c_errtext <- as.character(c_errors$text[r])
|
|
c_errid <- as.character(c_errors$str_id[r])
|
|
cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
|
|
source("issuecomp-codingsample-function2.R")
|
|
}
|
|
c_curissue
|
|
c_curtags
|
|
c_errissue
|
|
c_errtags
|
|
c_errid
|
|
delrow <- NULL
|
|
for(r in 1:nrow(tweets)) {
|
|
if(format(tweets$created_at[r], "%Y") != "2014") {
|
|
delrow <- c(delrow, r)
|
|
}
|
|
curtext <- as.character(tweets$text[r])
|
|
curtext <- str_replace_all(curtext, "$", " ")
|
|
curtext <- str_replace_all(curtext, "http://.+?\\s", "URL ")
|
|
}
|
|
r
|
|
require(stringr)
|
|
View(tweets)
|
|
df <- data.frame(x= c("zeile1","zeile2"))
|
|
View(df)
|
|
df$x[1] <- "blabla"
|
|
View(df)
|
|
df <- data.frame(x= c("zeile1","zeile2"))
|
|
test <- "bla bla"
|
|
df$x[1] <- test
|
|
View(df)
|
|
df$x[1] <- as.character(test)
|
|
class(df$x)
|
|
df$x[1] <- as.factor(test)
|
|
head(tweet)
|
|
head(tweets)
|
|
df <- head(tweets)
|
|
View(df)
|
|
df$text[1] <- "test"
|
|
View(tweets)
|
|
View(df)
|
|
for(r in 1:nrow(tweets)) {
|
|
# if(format(tweets$created_at[r], "%Y") != "2014") {
|
|
# delrow <- c(delrow, r)
|
|
# }
|
|
curtext <- as.character(tweets$text[r])
|
|
curtext <- str_replace_all(curtext, "$", " ")
|
|
curtext <- str_replace_all(curtext, "http://.+?\\s", "URL ")
|
|
tweets$text[r] <- curtext
|
|
}
|
|
View(tweets)
|
|
View(c_tweets)
|
|
rm(delrow, r)
|
|
save(tweets, file="tweets_untagged.RData")
|
|
row.names(tweets) <- NULL
|
|
write.csv(tweets, "tweets.csv")
|
|
save(tweets, file="tweets.RData")
|
|
c_tweets <- read.csv("tweets.csv")
|
|
c_tweets$X <- NULL
|
|
View(c_tweets)
|
|
viewMatchingTweets
|
|
c_tweets <- read.csv("tweets.csv", colClasses="character")
|
|
c_tweets$X <- NULL
|
|
View(c_tweets)
|
|
View(c_issues)
|
|
c_errtags
|
|
for(r in 1:nrow(c_errors)) {
|
|
c_errcode <- as.character(c_errors$code[r])
|
|
c_errissue <- as.character(c_errors$issue[r])
|
|
c_errtags <- as.character(c_errors$tags[r])
|
|
c_errtext <- as.character(c_errors$text[r])
|
|
c_errid <- as.character(c_errors$str_id[r])
|
|
cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
|
|
source("issuecomp-codingsample-function2.R")
|
|
}
|
|
curissue
|
|
c_curissue
|
|
str_join(c_curissue)
|
|
str_join(c_curissue,collapse = NULL)
|
|
str_join(c_curissue,sep=";",collapse = NULL)
|
|
paste(c_curissue,sep = "")
|
|
paste(c_curissue,sep = '')
|
|
length(paste(c_curissue,sep = ''))
|
|
str_join(c_curissue,sep=";",collapse = "")
|
|
str_join(c_curissue,sep=";",collapse = "w")
|
|
str_join(c_curissue,collapse = ";")
|
|
for(r in 1:nrow(c_errors)) {
|
|
c_errcode <- as.character(c_errors$code[r])
|
|
c_errissue <- as.character(c_errors$issue[r])
|
|
c_errtags <- as.character(c_errors$tags[r])
|
|
c_errtext <- as.character(c_errors$text[r])
|
|
c_errid <- as.character(c_errors$str_id[r])
|
|
cat("===============\n\n[TWEET]: ",c_errtext,"\n[ISSUES]: ", c_errtags, "\n", sep="")
|
|
source("issuecomp-codingsample-function2.R")
|
|
}
|