As a performer you're supposed to practice cover versions of popular songs that everyone knows the words to and get everyone singing along. I'm not especially good at doing what I'm supposed to do, but I do rather enjoy performing songs that have been meaningful in my life. It's much easier to remember the words to those songs anyway.
Here's a list of cover songs in order by which ones I think turned out best.