[R] regex not working for some entries in for loop
Omar André Gonzáles Díaz
oma.gonzales at gmail.com
Sat Oct 24 23:26:22 CEST 2015
I'm using some regex in a for loop to check for some values in column
"source", and put a result in column "fuente".
I need some advice on this topics:
-Making the regex parts work, I've tasted them in regexpal.com and they
work, but not in R.
-Making the code (for loop) more efficient, more clear to read.
Cases: - "buy-cheap-online.info", regex: ".*buy.*".
- "guardlink.org", regex: ".*guardlink.*". It is not
detected neither.
- "googleads.g.doubleclick.net", regex:
"googleads[.]g[.]doubleclick[.]net".
The data is a txt attached in this email.
R Code:
for (i in 1:nrow(sesionesxfuente)) {
organic <- grepl("start.iminent.com|websearch.com|
crawler.com|allmyweb.com",sesionesxfuente$source[i],
ignore.case = T)
adwords <- grepl("cpc|ccp",sesionesxfuente$source[i], ignore.case =
T)
referral <- grepl(".*google\\.com\\.pe.*|.*google\\.co\\.ve\\.*|
.*google\\.com\\.br.*|.*google\\.com\\.bo\\.*|
.*google\\.com\\.ar.*|.*google\\.com.*",
sesionesxfuente$source[i],
ignore.case = T)
spam <- grepl("site.*|.*event.*|.*free.*|.*theguardlan.*|
.*guardlink.*|.*torture.*|.*forum.*|
.*buy.*|.*share.*|.*buttons.*|
.*pyme\\.lavoztx\\.com\\.*|.*amezon.*|
computrabajo.com.pe|.*porn.*|quality",
sesionesxfuente$source[i],
ignore.case = T)
adsense <- grepl("tpc.googlesyndication.com|
googleads[.]g[.]doubleclick[.]net",sesionesxfuente$source[i], ignore.case
= T)
redes.sociales <- grepl("facebook.com|
twitter.com",sesionesxfuente$source[i],
ignore.case = T)
if (sesionesxfuente$source[i] == "(direct)") {
sesionesxfuente$fuente[i] <- "directo"
}
else if (sesionesxfuente$medium[i] == "organic" |
organic) {
sesionesxfuente$fuente[i] <- "organico"
}
else if (sesionesxfuente$source[i] == "google"
& adwords) {
sesionesxfuente$fuente[i] <- "adwords"
}
else if (referral) {
sesionesxfuente$fuente[i] <- "referencias"
}
else if (adsense) {
sesionesxfuente$fuente[i] <- "adsense"
}
else if (redes.sociales) {
sesionesxfuente$fuente[i] <- "redes sociales"
}
else if (spam) {
sesionesxfuente$fuente[i] <- "spam"
}
else {
sesionesxfuente$fuente[i] <- sesionesxfuente$fuente[i]
}
}
Thanks.
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"www.event-tracking.com", "www.Get-Free-Traffic-Now.com",
"www.event-tracking.com", "(direct)", "free-social-buttons.com",
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"google", "google.com", "www.event-tracking.com", "(direct)",
"erot.co", "google", "quirktools.com", "www.event-tracking.com",
"google", "google", "www.event-tracking.com", "(direct)",
"google", "pyme.lavoztx.com", "www.event-tracking.com", "google",
"google", "(direct)", "google", "google", "(direct)", "google",
"(direct)", "chinese-amezon.com", "google", "(direct)", "google",
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"google", "google", "(direct)", "google", "(direct)", "google",
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"google", "qualitymarketzone.com", "google", "qualitymarketzone.com",
"(direct)", "google", "qualitymarketzone.com", "google",
"qualitymarketzone.com", "(direct)", "google", "google.com",
"qualitymarketzone.com", "google", "googleads.g.doubleclick.net",
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"qualitymarketzone.com", "bing", "google", "(direct)", "google",
"(direct)", "google", "google", "google", "google", "google",
"google", "googleads.g.doubleclick.net", "(direct)", "google",
"(direct)", "google", "google", "google", "(direct)", "google",
"(direct)", "google", "google.com", "google", "google", "rednise.com",
"(direct)", "google", "(direct)", "google", "(direct)", "google",
"google.com", "google", "(direct)", "facebook.com", "google",
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"google", "(direct)", "google", "(direct)", "google", "google",
"google", "(direct)", "google", "google", "google", "(direct)",
"google", "google", "(direct)", "google", "google", "yahoo",
"google", "google", "google", "google", "google", "(direct)",
"google", "google", "(direct)", "google", "google", "facebook.com",
"google"), medium = c("(none)", "(none)", "(none)", "(none)",
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"organic", "organic", "(none)", "(none)", "(none)", "(none)",
"(none)", "(none)", "(none)", "(none)", "(none)", "referral",
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"organic", "(none)", "organic", "(none)", "(none)", "organic",
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"organico", "organico", "referencias", "directo", "organico",
NA, "organico", "organico", "directo", "organico", "organico",
"directo", "organico", "spam", "organico", "spam", "directo",
"organico", "spam", "organico", "spam", "directo", "organico",
"referencias", "spam", "organico", NA, "spam", "organico",
"directo", "organico", "spam", "organico", "organico", "directo",
"organico", "directo", "organico", "organico", "organico",
"organico", "organico", "organico", NA, "directo", "organico",
"directo", "organico", "organico", "organico", "directo",
"organico", "directo", "organico", "referencias", "organico",
"organico", NA, "directo", "organico", "directo", "organico",
"directo", "organico", "referencias", "organico", "directo",
"redes sociales", "organico", "referencias", "directo", "organico",
"organico", "organico", "directo", "organico", "directo",
"organico", "directo", "organico", "organico", "organico",
"directo", "organico", "organico", "organico", "directo",
"organico", "organico", "directo", "organico", "organico",
"organico", "organico", "organico", "organico", "organico",
"organico", "directo", "organico", "organico", "directo",
"organico", "organico", "redes sociales", "organico")), .Names = c("date",
"source", "medium", "users", "sessions", "fuente"), row.names = c(NA,
-617L), profile.info = structure(list(profile.id = "88090999",
account.id = "52266738", webproperty.id = "UA-52266738-1",
internal.webproperty.id = "84690154", profile.name = "Chayan Web Official",
table.id = "ga:88090999"), .Names = c("profile.id", "account.id",
"webproperty.id", "internal.webproperty.id", "profile.name",
"table.id")), query = structure(list(start.date = "2014-07-04",
end.date = "today", profile.id = "ga:88090999", dimensions = "ga:date,ga:source,ga:medium",
metrics = "ga:users,ga:sessions", start.index = 1L, max.results = 10000L), .Names = c("start.date",
"end.date", "profile.id", "dimensions", "metrics", "start.index",
"max.results")), class = "data.frame")
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