Table I shows the corresponding information regarding collecting data from 3 different groups in Twitter.
We can notice that the more the users the more time needed in data collection.
The reason of that is due to Twitter rate limits regarding retrieving data, which is 350 requests per hour according to twitter developer site. In order to speedup the process, several tokens should recreated in order to run several requests in parallel