I have a column in a dataframe like the one below, each row contains multiple countries separated by ,
df <- data.frame(
countries = c(
"UK , Spain , Germany , Italy , Netherlands" ,
"UK , Canada , AUS , China" ,
"Spain , AUS , Italy , Russia"
)
)
This is how data looks like
countries
1 UK , Spain , Germany , Italy , Netherland
2 UK , Canada , AUS , China
3 Spain , AUS , Italy , Russia
How can we transform this to be something like below?
countries
1 UK
2 Spain
3 Germany
4 Italy
5 Netherlands
6 UK
7 Canada
8 AUS
9 China
10 Spain
11 AUS
12 Italy
13 Russia
You can use 'separate_rows' from "tidyr" package:
df = separate_rows(df,1,sep = ",")
Just try:
data.frame(countries = unlist(strsplit(as.character(df$countries), " , ")))
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