20 days is not a lot of time and I would suggest to use at least an already available (and clean) dataset.
Given this requirement I would then look for projects, which both of you find interesting from a personal point of view, and try to make sure this topic meets the requirements from your university.
Do you have any recommended projects, topics, or any other information or are you completely free to pick your topic for 20 days?