How to get tweets for analyzing them using trending attribute?
You can retrieve trends using the trends/place API endpoint, and then use the search/tweets endpoint to find tweets matching that trend. The documentation for these parts of the REST API is at https://dev.twitter.com/rest/public.
trends/place
search/tweets
