So... how would you go about monitoring to create this dataset with Twitter's API? Just plain searches triggered by a daily/weekly cron job and remember user id

So... how would you go about monitoring to create this dataset with Twitter's API? Just plain searches triggered by a daily/weekly cron job and remember user ids? Or is there something more sophisticated?