commit 84cb0fc7ece11f42305c2888f465147422787b9e Author: mxmehl Date: Fri Nov 28 18:14:09 2014 +0100 initial commit v1.0 diff --git a/Blogartikel 1 - Mehl.pdf b/Blogartikel 1 - Mehl.pdf new file mode 100644 index 0000000..26edf46 Binary files /dev/null and b/Blogartikel 1 - Mehl.pdf differ diff --git a/Grafiken und Tabellen/abbildung1mehl.pdf b/Grafiken und Tabellen/abbildung1mehl.pdf new file mode 100644 index 0000000..363982e Binary files /dev/null and b/Grafiken und Tabellen/abbildung1mehl.pdf differ diff --git a/Grafiken und Tabellen/abbildung1mehl.png b/Grafiken und Tabellen/abbildung1mehl.png new file mode 100644 index 0000000..d296436 Binary files /dev/null and b/Grafiken und Tabellen/abbildung1mehl.png differ diff --git a/Grafiken und Tabellen/tabelle1mehl.html b/Grafiken und Tabellen/tabelle1mehl.html new file mode 100644 index 0000000..c594666 --- /dev/null +++ b/Grafiken und Tabellen/tabelle1mehl.html @@ -0,0 +1,9 @@ + + + + + + + + +
Seitentyp Anzahl Mit Impressum Ohne Impressum Anteil der Seiten mit Impressum
Blogs 73 54 19 73.97 %
Foren 58 46 12 79.31 %
Shops 109 76 33 69.72 %
News-Seiten 51 44 7 86.27 %
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If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. diff --git a/R-Code/df_export.txt b/R-Code/df_export.txt new file mode 100644 index 0000000..bc039b5 --- /dev/null +++ b/R-Code/df_export.txt @@ -0,0 +1,332 @@ +"kind";"cat";"title";"link";"ison";"filepath";"hasimpress";"conhasimpress";"hascontact";"conlink";"conpath" +"1";"blogs";"blogs-mode";"Briseis";"http://www.briseis.de/";TRUE;"blogs/blogs-mode/www.briseis.de.html";FALSE;NA;FALSE;NA;NA +"2";"blogs";"blogs-mode";"Burlesque und Alternative Fashion";"http://www.burlesque-fashion.de/";TRUE;"blogs/blogs-mode/www.burlesque-fashion.de.html";TRUE;NA;FALSE;NA;NA +"3";"blogs";"blogs-mode";"The Closet";"http://the-closet.stylight.de/";TRUE;"blogs/blogs-mode/the-closet.stylight.de.html";FALSE;NA;FALSE;NA;NA +"4";"blogs";"blogs-mode";"Cool Outfit";"http://www.cooloutfit.at/";TRUE;"blogs/blogs-mode/www.cooloutfit.at.html";TRUE;NA;FALSE;NA;NA +"5";"blogs";"blogs-mode";"Cultoda";"http://www.cultoda.de/";FALSE;"blogs/blogs-mode/www.cultoda.de.html";NA;NA;NA;NA;NA 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Friedrich-Funder-Institut";"http://www.ffi.at/";TRUE;"news/news-journalismus/www.ffi.at.html";TRUE;NA;FALSE;NA;NA +"319";"news";"news-journalismus";"Initiative Nachrichtenaufklärung";"http://www.nachrichtenaufklaerung.de/";TRUE;"news/news-journalismus/www.nachrichtenaufklaerung.de.html";TRUE;NA;FALSE;NA;NA +"320";"news";"news-journalismus";"Internationale Journalisten Programme";"http://www.ijp.org/";TRUE;"news/news-journalismus/www.ijp.org.html";TRUE;NA;FALSE;NA;NA +"321";"news";"news-journalismus";"jonet";"http://www.jonet.org/";TRUE;"news/news-journalismus/www.jonet.org.html";TRUE;NA;FALSE;NA;NA +"322";"news";"news-journalismus";"Jungejournalisten.de";"http://www.jungejournalisten.de/";TRUE;"news/news-journalismus/www.jungejournalisten.de.html";TRUE;NA;FALSE;NA;NA +"323";"news";"news-journalismus";"Mediafon GmbH";"http://www.mediafon.net/";TRUE;"news/news-journalismus/www.mediafon.net.html";TRUE;NA;FALSE;NA;NA +"324";"news";"news-journalismus";"Medienmärkte";"http://www.medienmaerkte.de/";TRUE;"news/news-journalismus/www.medienmaerkte.de.html";FALSE;NA;FALSE;NA;NA +"325";"news";"news-journalismus";"Newsroom";"http://www.newsroom.de/";TRUE;"news/news-journalismus/www.newsroom.de.html";TRUE;NA;FALSE;NA;NA +"326";"news";"news-journalismus";"PresseForum BioBranche";"http://www.pfbb.de/";TRUE;"news/news-journalismus/www.pfbb.de.html";TRUE;NA;FALSE;NA;NA +"327";"news";"news-journalismus";"Pressekonditionen.de";"http://www.pressekonditionen.de/";TRUE;"news/news-journalismus/www.pressekonditionen.de.html";TRUE;NA;FALSE;NA;NA +"328";"news";"news-journalismus";"Presserabatte.com";"http://www.presserabatte.com/";TRUE;"news/news-journalismus/www.presserabatte.com.html";TRUE;NA;FALSE;NA;NA +"329";"news";"news-journalismus";"Rias Berlin Commission";"http://www.riasberlin.de/";TRUE;"news/news-journalismus/www.riasberlin.de.html";FALSE;NA;FALSE;NA;NA +"330";"news";"news-journalismus";"Schweizer Presserat";"http://www.presserat.ch/";TRUE;"news/news-journalismus/www.presserat.ch.html";FALSE;NA;FALSE;NA;NA +"331";"news";"news-journalismus";"Sendungsbewusstsein";"http://sebew.wordpress.com/";TRUE;"news/news-journalismus/sebew.wordpress.com.html";FALSE;NA;FALSE;NA;NA diff --git a/R-Code/imprintanalyse-functions.R b/R-Code/imprintanalyse-functions.R new file mode 100644 index 0000000..b7e0f23 --- /dev/null +++ b/R-Code/imprintanalyse-functions.R @@ -0,0 +1,59 @@ +# THIS FILE CONTAINS ALL FUNCTIONS USED BY imprintanalyse.R + +urlCheck <- function(url, i) { + status <- url.exists(url, ssl.verifypeer = FALSE, timeout = 5, followlocation = TRUE, .header = FALSE, curl = handle) + return(status) +} + +downloadFile <- function(url, dest, i) { + if (df$ison[i]) { + if (!file.exists(dest)) { + file <- getURLContent(url, ssl.verifypeer = FALSE, timeout = 10, followlocation = TRUE, .encoding="UTF-8", curl = handle) + Sys.sleep(0.2) + write(file, dest) + } + else { + cat(i, "The file", dest, "already exists locally.\n") + } + } +} + +downloadContact <- function(url, dest, i) { + if (!file.exists(dest)) { + file <- getURLContent(url, ssl.verifypeer = FALSE, timeout = 10, followlocation = TRUE, .encoding="UTF-8", curl = handle) + Sys.sleep(0.2) + write(file, dest) + } + else { + cat(i, "The file", dest, "already exists locally.\n") + } +} + + +urlToPath <- function(url, parentfolder, subfolder) { + url <- as.character(url) + parentfolder <- as.character(parentfolder) + subfolder <- as.character(subfolder) + folder <- str_c(parentfolder, "/", subfolder) + dir.create(folder, recursive=TRUE, showWarnings=FALSE) + # use the full domain as a filename. basename() is not suitable + filename <- str_replace(url, "^https?://", "") + filename <- str_replace_all(filename, "/$", "") + filename <- str_replace_all(filename, "/", "_") + filename <- str_c(filename, ".html") + # now write this into the dataframe. We need it later + return(str_c(folder, "/", filename)) +} + +relToAbsUrl <- function(abslink, rellink) { + abslink <- as.character(abslink) + rellink <- as.character(rellink) + status <- str_detect(rellink, "https?://") + if (!status) { + abslink <- str_c(abslink, "/", rellink) + } + else { + abslink <- rellink + } + return(abslink) +} \ No newline at end of file diff --git a/R-Code/imprintanalyse.R b/R-Code/imprintanalyse.R new file mode 100644 index 0000000..d3f5b71 --- /dev/null +++ b/R-Code/imprintanalyse.R @@ -0,0 +1,230 @@ +library(XML) +library(stringr) +library(RCurl) +library(ggplot2) +library(xtable) + +setwd(dir="~/Dokumente/Uni/Aktuell/Datenerhebung WWW/Blogartikel 1 - Impressum") + + + +# COLLECTION OF LINKS ----------------------------------------------------- + +links <- readLines("links.txt") +dmozlinks <- NULL +dmozcat <- NULL +for (i in 1:length(links)) { + dmozlinks[i] <- str_extract(links[i], "(.+)?;") + dmozlinks[i] <- str_replace(dmozlinks[i], ";", "") + dmozcat[i] <- str_extract(links[i], ";(.+)?") + dmozcat[i] <- str_replace(dmozcat[i], ";", "") + rm(i) +} + +dmozDF <- data.frame(cat = dmozcat, link = dmozlinks) + + + +# FUNCTIONS --------------------------------------------------------------- + +handle <- getCurlHandle(useragent = str_c(R.version$version.string), httpheader = c(from = "mail@mehl.mx")) + +# Load functions from external file +source("imprintanalyse-functions.R") + + +# PREPARATIONS ------------------------------------------------------------ + +# Create an empty data frame +df <- data.frame(kind=NA, cat=NA, title=NA, link=NA) +df <- df[-1,] + +# Get all links and titles from dmoz category pages and put in DF +for (i in 1:nrow(dmozDF)) { + dmozpage <- htmlParse(dmozDF$link[i]) + cat <- dmozDF$cat[i] + kind <- str_extract(cat, "[[:alpha:]]+") + title <- xpathSApply(dmozpage, path="//ul[@class='directory-url']/li/a", xmlValue) + link <- xpathSApply(dmozpage, path="//ul[@class='directory-url']/li/a", xmlGetAttr, "href") + df_temp <- data.frame(kind=kind, cat=cat, title=title, link=link) + df <- rbind(df, df_temp) +} + +# Clean up variables/data frames used above +rm(links, dmozcat, dmozlinks, dmozDF, df_temp, i, dmozpage, kind, cat, title, link) + + + +# DOWNLOAD INDEXES -------------------------------------------------------- + +# Check all links, then transform all links to valid filenames and generate their local destination +# All files will be downloaded to a folder named by their kind of website/category + +# Check all links and write status in data frame +# This is important to filter out unreachable websites in the first step +for (i in 1:nrow(df)) { + status <- urlCheck(as.character(df$link[i]), i) + cat(as.character(df$title[i]), "is online:", status, "\n") + df$ison[i] <- status + rm(i, status) +} + +# Convert links to filepaths and create directories +for (i in 1:nrow(df)) { + df$filepath[i] <- urlToPath(df$link[i], df$kind[i], df$cat[i]) + rm(i) +} + +# Download all links and put them in a category folder +for (i in 1:nrow(df)) { + cat("Downloading entry", i, "\n") + fileurl <- as.character(df$link[i]) + destfile <- df$filepath[i] + var <- tryCatch({downloadFile(fileurl, destfile, i)}, error=function(e){cat("ERROR :", conditionMessage(e), "\n")}) + if (!is.null(var)) { + cat("Entry", i, "throws out an download error. Marking as offline\n") + df$ison[i] <- FALSE + } + rm(destfile, fileurl, i, var) # clean up after each loop +} + + + + +# CHECK FOR IMPRESS ------------------------------------------------------- + +# Check all downloaded files for imprint and put result in DF + +# Create empty data frame columns +for (i in 1:nrow(df)) { + df$hasimpress[i] <- NA + df$conhasimpress <- NA + df$hascontact[i] <- NA + df$conlink[i] <- NA + df$conpath[i] <- NA + rm(i) +} + +impressstring <- c("Impressum", "impressum", "IMPRESSUM", "Impress", "impress", "IMPRESS", "Imprint", "imprint", "IMPRINT") +contactstring <- c("Kontakt", "kontakt", "KONTAKT", "Contact", "contact", "CONTACT") + +for (i in 1:nrow(df)) { + if (file.exists(df$filepath[i])) { # only check for imprint, if page has been downloaded + file_parsed <- htmlParse(df$filepath[i]) + impress <- unlist(xpathSApply(file_parsed, sprintf("//a[contains(text(), '%s')]", impressstring))) + impress2 <- unlist(xpathSApply(file_parsed, sprintf("//a/*[contains(text(), '%s')]", impressstring))) + # Two ways to find an imprint link. Only one has to be valid + if (!is.null(impress) || !is.null(impress2)) {impress <- "not null"} else {impress <- NULL} + if (!is.null(impress)) { # index page has imprint + df$hasimpress[i] <- TRUE + df$hascontact[i] <- FALSE + cat(as.character(df$title[i]), "has an imprint\n") + } + else { # there's no imprint-link. Now look for contact page + cat(as.character(df$title[i]), "has no imprint, checking for contact page\n") + contact <- unlist(xpathSApply(file_parsed, sprintf("//a[contains(text(), '%s')]", contactstring))) + if (is.null(contact)) { # there's no imprint and no contact page + cat(as.character(df$title[i]), "has no contact page either\n") + df$hasimpress[i] <- FALSE + df$hascontact[i] <- FALSE + } + else { # there's no imprint but a contact page + df$hascontact[i] <- TRUE + cat(as.character(df$title[i]), "has an contact page\n") + } + rm(contact) + } + rm(file_parsed, i, impress, impress2) # clean up after each loop + } +} + +for (i in 1:nrow(df)) { + if (file.exists(df$filepath[i])) { + if (df$hascontact[i]) { + cat("Processing item", i, "\n") + file_parsed <- htmlParse(df$filepath[i]) + df$conlink[i] <- unlist(xpathSApply(file_parsed, sprintf("//a[contains(text(), '%s')]", contactstring), xmlGetAttr, "href")) + df$conlink[i] <- relToAbsUrl(abslink=df$link[i], rellink=df$conlink[i]) + df$conpath[i] <- urlToPath(df$conlink[i], df$kind[i], df$cat[i]) + if (urlCheck(df$conlink[i])) { + downloadContact(df$conlink[i], df$conpath[i], i) + # Now analyse the (already) downloaded contact page + contact_parsed <- htmlParse(df$conpath[i]) + contactimpress <- unlist(xpathSApply(contact_parsed, sprintf("//*[contains(text(), '%s')]", impressstring))) + if (!is.null(contactimpress)) { # there's a imprint on the contact page + cat(as.character(df$title[i]), "has an contact page with imprint\n") + df$hasimpress[i] <- TRUE + df$conhasimpress[i] <- TRUE + } + else { # there's no imprint on the contact page + cat(as.character(df$title[i]), "has an contact page WITHOUT imprint\n") + df$hasimpress[i] <- FALSE + df$conhasimpress[i] <- FALSE + } + rm(contact_parsed, contactimpress) + } + else { + cat(as.character(df$title[i]), "has an contact page, which is offline\n") + df$hasimpress[i] <- FALSE + } + rm(file_parsed) + } + } + rm(i) +} + + +# ANALYSIS ---------------------------------------------------------------- + +df <- tbl_df(df) + +# First let's export the data frame +write.table(df, "df_backup.txt", sep=";") + +# Cleaning offline (and therefore not analysed) websites to remove NAs in analysis +for (i in 1:nrow(df)) { + status <- df$hasimpress[i] + if (is.na(status)) { + cat("Deleting entry", i, "\n") + df <- df[-i,] + } + rm(i, status) +} + + +# Removing websites with .ch or .at domain as they most likely are not driven by a German individual or company +# Possible R bug. Run multiple times until no status message returns +for (i in 1:nrow(df)) { + url <- as.character(df$link[i]) + status <- str_detect(url, "(\\.ch)|(\\.at)") + if (status) { + cat(as.character(df$link[i]), "is from CH or AT. Therefore deleting it\n") + df <- df[-i,] + } + rm(i, status, url) +} + +## HISTOGRAM +histo <- ggplot(df,aes(kind)) +#histo <- ggplot(df,aes(cat)) + +histo + geom_histogram(aes(fill = hasimpress), position = "fill") + xlab("Art der Webseite") + ylab("Prozentualer Anteil von Impressen") + ggtitle("Anteil von Impressen auf\n verschiedenen Webseiten-Typen") + guides(fill=guide_legend(title=NULL)) + scale_fill_discrete(breaks=c(TRUE, FALSE), labels=c("Impressum vorhanden", "Kein Impressum")) + +ggsave(file="abbildung1mehl.pdf") +ggsave(file="abbildung1mehl.png") + +## TABLE1 +table1 <- c("blogs", "foren", "shops", "news") +table1 <- data.frame(kind=table1) + +for (i in 1:nrow(table1)) { + table1$total[i] <- nrow(subset(df, kind==table1$kind[i])) + table1$hasimpress[i] <- nrow(subset(df, kind==table1$kind[i] & hasimpress==TRUE)) + table1$noimpress[i] <- nrow(subset(df, kind==table1$kind[i] & hasimpress==FALSE)) + p <- round(table1$hasimpress[i]/table1$total[i]*100, 2) + table1$pimpress[i] <- str_c(p, " %") + rm(i,p) +} +names(table1) <- c("Seitentyp", "Anzahl", "Mit Impressum", "Ohne Impressum", "Anteil der Seiten mit Impressum") +table1[,1] <- c("Blogs", "Foren", "Shops", "News-Seiten") +print(xtable(table1), type="html", file="tabelle1mehl.html") diff --git a/R-Code/links.txt b/R-Code/links.txt new file mode 100644 index 0000000..2263faa --- /dev/null +++ b/R-Code/links.txt @@ -0,0 +1,15 @@ +http://www.dmoz.org/World/Deutsch/Kultur/Mode/Weblogs/;blogs-mode +http://www.dmoz.org/World/Deutsch/Wirtschaft/Land-_und_Forstwirtschaft/Tierhaltung/Bienen/Weblogs/;blogs-bienen +http://www.dmoz.org/World/Deutsch/Regional/Asien/Indien/Gesellschaft/Weblogs/;blogs-indien +http://www.dmoz.org/World/Deutsch/Computer/Software/Internet/Webseitenverwaltung/Content_Management/Redaktionssysteme/PHP/Typo3/Weblogs/;blogs-typo3 +http://www.dmoz.org/World/Deutsch/Spiele/Computerspiele/Chats_und_Foren/;foren-computerspiele +http://www.dmoz.org/World/Deutsch/Computer/Internet/Webdesign_und_-entwicklung/Erstellung_von_Webseiten/Chats_und_Foren/;foren-webseiten +http://www.dmoz.org/World/Deutsch/Computer/Software/Betriebssysteme/Microsoft_Windows/Chats_und_Foren/;foren-microsoft +http://www.dmoz.org/World/Deutsch/Computer/Plattformen/Macintosh/Chats_und_Foren/;foren-mac +http://www.dmoz.org/World/Deutsch/Wissen/Frag_einen_Experten/;foren-wissen +http://www.dmoz.org/World/Deutsch/Online-Shops/Schmuck/;shops-schmuck +http://www.dmoz.org/World/Deutsch/Online-Shops/Kinder/;shops-kinder +http://www.dmoz.org/World/Deutsch/Online-Shops/Fotografie/;shops-foto +http://www.dmoz.org/World/Deutsch/Medien/Zeitschriften_und_Online-Magazine/Medienmagazine_und_-branchendienste/;news-medien +http://www.dmoz.org/World/Deutsch/Regional/Europa/Deutschland/Nachrichten_und_Medien/Zeitungen/;news-zeitungen +http://www.dmoz.org/World/Deutsch/Medien/Journalismus/;news-journalismus