Sweden has more lake data than most countries have lakes. However, they also have a 29 letter alphabet including ‘å’, ‘ä’ and ‘ö’. This results in lake names like Fräcksjön and Östra Helgtjärnen.
Combine two .csv files (data and metadata). The common ID is lake name.
Every lake name with a ‘swedish character’ would not match! Frustration!
Stack Overflow to the rescue.
Turns out in unicode, these special characters can be represented in two different forms.
1 character: ä (Normal-Form-Composed NFC) or
2 characters: a + double dots (Normal-Form-Decomposed NFD)
Therefore, Fräcksjön is 9 characters long in NFC, but 11 in NFD. Since grep in R matches characters and lengths, this leads to a problem.
My problem stemmed from the fact that one .csv was made on a PC (NFC) and one on MacOS (NCD).
You must switch the encoding on one of the files.
iconv(data, "UTF-8-mac", "UTF-8")
All that troubleshooting for one line of code. Here’s a great example: