Removed variable stateCode from final data set
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@ -10,9 +10,8 @@
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# ../data/metadata/schulferien_2019-2025_NI.csv
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# output: raw_logfiles_<timestamp>.csv
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# event_logfiles_<timestamp>.csv
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# event_logfiles_<timestamp>.csv
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#
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# last mod: 2023-10-23, NW
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# last mod: 2024-01-01, NW
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# setwd("C:/Users/nwickelmaier/Nextcloud/Documents/MDS/2023ss/60100_master_thesis/code")
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@ -42,15 +41,15 @@ write.table(datraw, paste0("results/haum/raw_logfiles_", now, ".csv"),
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datlogs <- create_eventlogs(datraw,
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#xmlpath = "../data/haum/ContentEyevisit/eyevisit_cards_light/",
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glossar = FALSE, save = FALSE)
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glossar = FALSE)
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# 6,064 glossar entries, that could not be matched, have been removed
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# 2,136,715 no change move events have been removed
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items <- unique(datlogs$item)
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topics <- extract_topics(items, xmlfiles = paste0(items, ".xml"),
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xmlpath = "../data/haum/ContentEyevisit/eyevisit_cards_light/")
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# items <- unique(datlogs$item)
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# topics <- extract_topics(items, xmlfiles = paste0(items, ".xml"),
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# xmlpath = "../data/haum/ContentEyevisit/eyevisit_cards_light/")
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# Indices for topics:
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# 0 artist
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@ -80,6 +79,7 @@ hd <- hd0[hd0$Abkuerzung == "NI", ]
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names(hd) <- c("state", "stateCode", "date", "holiday")
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hd$date <- as.POSIXct(hd$date)
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hd$state <- NULL
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hd$stateCode <- NULL
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## Read data for school vacations
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@ -111,12 +111,11 @@ sfdat <- NULL
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for (i in seq_len(nrow(sf))) {
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date <- seq(sf$start[i], sf$end[i], by = 1)
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sfdat <- rbind(sfdat, data.frame(date, vacations = sf$name[i],
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sfdat <- rbind(sfdat, data.frame(date, vacation = sf$name[i],
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stateCode = sf$stateCode[i]))
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}
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# TODO: How to handle stateCode? There will be several for certain types of
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# data sets... Not important here, since I only do NI.
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sfdat$stateCode <- NULL
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## Merge data
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@ -124,11 +123,7 @@ datlogs$date <- as.Date(datlogs$date.start)
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dat1 <- merge(datlogs, hd, by.x = "date", by.y = "date", all.x = TRUE)
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dat2 <- merge(dat1, sfdat, by.x = "date", by.y = "date", all.x = TRUE)
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dat2$stateCode <- dat2$stateCode.y
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dat2$stateCode <- ifelse(!is.na(dat2$stateCode.x),
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dat2$stateCode.x, dat2$stateCode.y)
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dat2$stateCode.x <- NULL
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dat2$stateCode.y <- NULL
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dat2$date <- NULL
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## Export data
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@ -136,5 +131,3 @@ dat2$date <- NULL
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write.table(dat2, paste0("results/haum/event_logfiles_", now, ".csv"),
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sep = ";", row.names = FALSE)
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# TODO: Maybe add infos about artworks?
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