Usually an open 1-2 day event where participants form small groups to work with data and to create something new, such as a data analysis, mobile app, infographic, artwork. These are normally unstructured with occasional check-in points to evaluate progress. You may even want to do a follow-on hackathon 2-3 weeks later to build on the work done in the first event. Examples: