Best Way To Periodically Check Large Number Of Users Tweets



I currently have an application which periodically checks a database of users for their last 5 tweets. This occurs every minutes for roughly 500 users. I have hit an issue where I am getting rate limited. My python wrapper is performing these:

Can anyone recommend a better way for me to do this where I won’t be rate limited?