- **May 11, 2023** - Start Date
- **July 5, 2023** - Team merger deadline
  - This is the last day participants may join or merge teams
- **July 5, 2023** -  Start of the peer-feedback period
  - You are required to make the notebook containing your essay public prior to this deadline
  - You have from the start of the peer-feedback period until the final notebook submission deadline to provide feedback to three of your peers
- **July 16, 2023** -  Final notebook submission deadline
  - All peer-feedback is due by the final notebook submission deadline
  - Authors are encouraged to make updates in response to peer feedback received prior to the final submission deadline

All submissions are evaluated after the deadline and 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.