* **December 15, 2022** - Start Date. * **March 7, 2023** - Entry Deadline. You must accept the competition rules before this date in order to compete. * **March 7, 2023** - Team Merger Deadline. This is the last day participants may join or merge teams. * **March 14, 2023** - Final Submission Deadline. Forecasting Timeline: Starting after the final submission deadline there will be periodic updates to the leaderboard to as new data becomes available for inclusion in solution file. Updates will take place once a month. * **June 14, 2023** - Competition End Date - Winner's announcement. Note - your notebooks will be used to predict future data not currently included in the test or train sets. All deadlines are at 11:59 PM UTC on the corresponding day unless otherwise noted. The competition organizers reserve the right to update the contest timeline if they deem it necessary