I have a large data frame which contains farsi characters I import it in r with this code:
Sys.setlocale(locale = "persian")
dt <- read.csv("data.csv",encoding="UTF-8")
and my dt is like this:
id title
3376971 چوب شور آلبينا شيرين عسل <U+06F3><U+06F0> گرمي
3376989 ويفر رنگارنگ مينو <U+06F1><U+06F4>.<U+06F5> گرمي
3376990 کوکي مينو <U+06F3><U+06F0> گرمي
3376991 بيسکويت هاي باي شيرين عسل <U+06F3><U+06F8> گرمي
3376992 شکلات توريستي آناتا <U+06F2><U+06F8> گرمي
3376993 اسنک مغزدار شکلاتي شونيز <U+06F1><U+06F7> گرمي
3376994 شکلات فندقي آناتا <U+06F1><U+06F8> گرمي
3376995 نان روغني شيرين عسل <U+06F5><U+06F0> گرمي
3376996 بيسکويت هاي باي شيرين عسل <U+06F5><U+06F7> گرمي
There are some unicode which I'd like to remove, I have tried:
dt<- cbind.data.frame(dt$id,gsub("<.+>", "", dt$title)
dt<- cbind.data.frame(dt$id,gsub("\\S+\\s+|-", "", dt$title)
dt<- cbind.data.frame(dt$id,gsub("^\\s*<U\\+\\w+>\\s*", "", dt$title)
dt<- cbind.data.frame(dt$id,gsub("\\<U[^\\>]*\\>", "", dt$title)
dt<- cbind.data.frame(dt$id,gsub(""▼|▲"", "", dt$title)
but non of them works
I also tried this:
dt$title<-gsub("^\\s*<U\\+\\w+>\\s*", "", dt$title)
but I got this error:
Error in `$<-.data.frame`(`*tmp*`, title, value = character(0)) :
replacement has 0 rows, data has 66366
I noticed that in R console my data are shown like this:
چوب شور آلبینا شیرین عسل ۳۰ گرمی
and the Unicode has been shown like Persian numbers and I tried this and it worked:
dt$title<-gsub("[۰-۹]+", "", dt$title)
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