Just like the account screen, the people screen uses the same filter options at the top. Once you are on the page you will see the Quick Find field which allows you to search for a specific person. If you need more options to filter by you can click on Show Advanced all the way to the right:
Once you click on Show Advanced you will see the following information:
Keep in mind that you are locating a person at this point and not an account like you would on the account page. All the filters above will help you narrow down a recipient list for you to look at. Each drop down will have a variety of information so use it to your advantage.
Once you are happy with your filter, click on Update filter to run the report. As of right now there is no way to pick what fields you want to view on the report but that is coming soon.