"Neighburliness" is a common misspelling of the word "neighborliness". To correct this, it is important to drop the unnecessary "u" in the middle. Therefore, the correct spelling should be "neighborliness", emphasizing the spirit of friendship, goodwill and cooperation among neighbors.