starting issuecounting

This commit is contained in:
2014-12-07 21:06:59 +01:00
parent 1a73ab43c3
commit 1eb6aeec18
3 changed files with 164 additions and 11 deletions
-11
View File
@@ -2,10 +2,8 @@
require(jsonlite)
require(stringr)
require(RCurl)
require(devtools)
require(RTwitterAPI)
require(lubridate)
setwd("~/Dokumente/Uni/Aktuell/BA-Arbeit/uni-ba-issuecomp")
@@ -196,12 +194,3 @@ rm(delrow, r)
# Convert dates to omit (unnecessary) time
tweets$created_at <- format(tweets$created_at, "%Y-%m-%d")
# Create date range
date_start <- as.Date("2014-01-01")
date_end <- as.Date("2014-12-01")
drange <- as.integer(date_end - date_start)
drange <- date_start + days(0:d)
issues <- data.frame(date = drange)
# Select all tweets from current day in drange
tweets_curday <- tweets[tweets[, "created_at"] == drange[5], ]
+55
View File
@@ -0,0 +1,55 @@
require(lubridate)
# Create date range
date_start <- as.Date("2014-01-01")
date_end <- as.Date("2014-12-01")
drange <- as.integer(date_end - date_start)
drange <- date_start + days(0:d)
issues <- data.frame(date = drange)
issuelist <- xmlToList("issues.xml")
issueheads <- names(issuelist)
issues[issueheads] <- 0
for(d in 1:nrow(issues)) {
curdate <- issues$date[d]
cat(as.character(curdate),"\n")
# Put all tweets from specific day in a temporary DF
tweets_curday <- tweets[tweets[, "created_at"] == curdate, ]
for(t in 1:nrow(tweets_curday)){
# Select tweet's text, make it lowercase and remove hashtag indicators (#)
curtext <- tolower(as.character(tweets_curday$text[t]))
curtext <- str_replace_all(curtext, "#", "")
for(i in 1:length(issuelist)) {
curtags <- as.character(issuelist[[i]])
curissue <- names(issuelist)[i]
curtags <- str_c("\\W", curtags, "\\W")
tags_found <- str_detect(curtext, sprintf("%s", curtags))
tags_found <- any(tags_found)
if(tags_found) {
#cat("Positive in", curissue,"from",as.character(drange[d]),"\n")
issues[d,curissue] <- issues[d,curissue] + 1
}
else {
#cat("Nothing found\n")
}
} # /for issuelist
} # /for tweets_curday
} # /for drange
# POSSIBLY USEFUL CODE ----------------------------------------------------
# Limits of list
length(issuelist)
length(issuelist[[2]])
# Select all tweets from current day in drange
tweets_curday <- tweets[tweets[, "created_at"] == drange[5], ]
# Is column a issue counting column?
str_detect(names(issues[2]), "^issue")
+109
View File
@@ -0,0 +1,109 @@
<issuelist>
<issue.ttip>
<tag>ttip</tag>
<tag>ceta</tag>
<tag>freihandelsabkommen</tag>
</issue.ttip>
<issue.energiewende>
<tag>energiewende</tag>
<tag>atomkraft</tag>
<tag>windkraft</tag>
<tag>wasserkraft</tag>
<tag>solarstrom</tag>
<tag>kraftwerk</tag>
</issue.energiewende>
<issue.ukraine>
<tag>ukraine</tag>
<tag>euromaidan</tag>
<tag>krim</tag>
<tag>putin</tag>
<tag>kiew</tag>
</issue.ukraine>
<issue.vds>
<tag>vds</tag>
<tag>vorratsdatenspeicherung</tag>
<tag>datenschutz</tag>
</issue.vds>
<issue.euelec>
<tag>schulz</tag>
<tag>kommission</tag>
<tag>juncker</tag>
<tag>ec2014</tag>
<tag>ep2014</tag>
<tag>europawahl</tag>
</issue.euelec>
<issue.labour>
<tag>arbeitsmarkt</tag>
<tag>mindestlohn</tag>
<tag>arbeitslosigkeit</tag>
<tag>hartz4</tag>
<tag>arbeitslos</tag>
</issue.labour>
<issue.nsa>
<tag>nsa</tag>
<tag>snowden</tag>
<tag>bnd</tag>
<tag>gchq</tag>
</issue.nsa>
<issue.wm2014>
<tag>wm2014</tag>
<tag>weltmeister</tag>
<tag>meister</tag>
<tag>finale</tag>
<tag>halbfinale</tag>
<tag>viertelfinale</tag>
<tag>achtelfinale</tag>
<tag>brager</tag>
<tag>gerbra</tag>
<tag>argger</tag>
<tag>gerarg</tag>
<tag>wm</tag>
<tag>stadion</tag>
</issue.wm2014>
<issue.middleeast>
<tag>israel</tag>
<tag>gaza</tag>
<tag>naher osten</tag>
<tag>nahen osten</tag>
<tag>nahost</tag>
</issue.middleeast>
<issue.iraq>
<tag>irak</tag>
<tag>isis</tag>
<tag>is</tag>
<tag>kalifat</tag>
</issue.iraq>
<issue.ebola>
<tag>ebola</tag>
</issue.ebola>
<issue.nsu>
<tag>nsu</tag>
<tag>mundlos</tag>
<tag>zschäpe</tag>
</issue.nsu>
<issue.edathy>
<tag>edathy</tag>
<tag>kinderpornographie</tag>
<tag>kipo</tag>
<tag>pädophil</tag>
<tag>pädophilie</tag>
</issue.edathy>
<issue.control>
<tag>pillepalle</tag>
<tag>schundluder</tag>
<tag>whatthefuck</tag>
</issue.control>
</issuelist>