I’ve got an R Dataframe df
with two columns Country1
and Country2
and a certain number of rows. I also have two vectors Continent_Europe
and Continent_Africa
. Every element of Country1
and Country2
is also an element of one, and only one of the two vectors Continent_Europe
and Continent_Africa
.
I’d like to create two new columns called Country1_Continent
and Country2_Continent
in df
that would specify whether corresponding elements ofCountry1
and Country2
, are in Europe or Africa.
In other words, based on whether each element of my two dataframe columns belongs to Continent_Europe
or Continent_Africa
, I’d like to assign them values Europe
or Africa
respectively, and form two new columns containing this information.
Here is a working example of my df
Country1 Country2
1 France Austria
2 Spain Nigeria
3 Nigeria Italy
4 Austria Nigeria
5 Cameroon France
6 France Spain
My two vectors are:
Continent_Europe = c("Spain", "Austria", "France", "Italy", "Germany", "Denmark")
Continent_Africa = c("Nigeria", "Cameroon", "Botswana", "Angola")
Desired output:
Country1 Country2 Country1_Continent Country2_Continent
1 France Austria Europe Europe
2 Spain Nigeria Europe Africa
3 Nigeria Italy Africa Europe
4 Austria Nigeria Europe Africa
5 Cameroon France Africa Europe
6 France Spain Europe Europe
How can I implement this?