[Grosseschnauzer]

the key word is "inhabitants," which itself is plural.

Try reading the sentence with "is" and then "are." I think you would find that "are" would be correct because as the verb, it is working off the the word "inhabitants" not the words "high proportion." Those words are modifiers to the word "inhabitants."