A study examined the relationship between personality types and neighborhood happiness in London. Researchers found that openness to experience and extraversion personality types clustered near the city center, which provides density and amenities. Agreeableness and conscientiousness personalities clustered in suburban areas. Neighborhood characteristics like diversity and poverty accounted for most differences in happiness between areas. Personality influenced happiness differently depending on neighborhood - openness types were happiest in diverse urban areas while agreeableness and conscientiousness mattered more for happiness in less pleasant suburbs. The study shows how psychological factors shape our choices about where to live as much as economic or social forces.