We'd like to help. Recommendations are based on a variety of factors. Have you tried removing recommended content by selecting "Not interested", as this will influence how YouTube suggests videos to you in the future. Hope this clarifies.
You can add location information to your Tweets, such as your city or precise location, from the web and via third-party applications. You always have the option to delete your Tweet location history. Learn more