# setwd("C:/Users/nwickelmaier/Nextcloud/Documents/MDS/2023ss/60100_master_thesis/") ## Read data for holiday hd0 <- read.table("data/metadata/feiertage.csv", sep = ";", header = TRUE) hd0$X.br. <- NULL hd <- hd0[hd0$Abkuerzung == "NI", ] names(hd) <- c("state", "stateCode", "date", "holiday") hd$date <- as.POSIXct(hd$date) ## Read data for school vacations # https://ferien-api.de/#holidaysPerStateAndYear # Data extracted (on Linux) via: # curl https://ferien-api.de/api/v1/holidays/NI > schulferien_NI.json # library(jsonlite) # # dat <- read_json("data/metadata/schulferien_NI.json", simplify = TRUE) # dat$slug <- NULL # # dat$name <- paste0(gsub("^(.*).niedersachsen.*", "\\1", dat$name), # gsub("^.*niedersachsen [0-9]{4}(.*)", "\\1", # dat$name)) # # write.table(dat, "data/metadata/schulferien_2019-2025_NI.csv", sep = ";", # row.names = FALSE, quote = FALSE) sf1 <- read.table("data/metadata/schulferien_2016-2018_NI.csv", sep = ";", header = TRUE) sf2 <- read.table("data/metadata/schulferien_2019-2025_NI.csv", sep = ";", header = TRUE) sf <- rbind(sf1, sf2) sf$start <- as.Date(sf$start) sf$end <- as.Date(sf$end) sfdat <- NULL for (i in seq_len(nrow(sf))) { date <- seq(sf$start[i], sf$end[i], by = 1) sfdat <- rbind(sfdat, data.frame(date, vacations = sf$name[i], stateCodeVacations = sf$stateCode[i])) } # TODO: How to handle stateCode? There will be several for certain types of # data sets... Not important here, since I only do NI. # load (small) event log data set dat <- read.table("data/haum/event_logfiles_2023-09-23_01-31-30.csv", sep = ";", header = TRUE) dat$date.start <- as.POSIXct(dat$date.start) dat$date.stop <- as.POSIXct(dat$date.stop) dat$artwork <- sprintf("%03d", dat$artwork) dat$date <- as.Date(dat$date.start) ## Add metadata # holidays dat1 <- merge(dat, hd, by = "date", all.x = TRUE) # school vacations dat2 <- merge(dat1, sfdat, by = "date", all.x = TRUE) ## Export data write.table(dat2, file = "data/haum/event_logfiles_metadata_2023-09-23_01-31-30.csv", sep = ";", row.names = FALSE) # TODO: Maybe add infos about artworks?