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hexdump1, I think it's broken:00000220 4e c3 83 c2 bc 72 6e 62 65 72 67 3b 32 30 31 39 |N....rnberg;2019|hexdump -C APExpose_DE__2003-2022__nogeo.csv | less.df <- read.csv2("APExpose_DE__2003-2022__nogeo.csv");df$kreis <- stringr::str_replace_all(df$kreis, c("ü" = "ü", "ö" = "ö", "ä" = "ä", "ß" = "ß"))- maybe this needs astr_to_title(str)if there are mutated vowels at the beginning of a kreis.