1. Site launch with predictions for the Big 5 European leagues

  2. Development

    • 1- Updated forecasts will now be published every day rather than after the last game of each match day.
    • 2- Forecasted points now computed as the median rather the mean of outcomes.
    • 3- Forecasts now include the current number of points for each team and their current ranking (in white).
    • 4- A Monte Carlo simulation is run on future games and probabilities of qualifying for the UCL and of being in relegation spots at the end of the season are computed and shown respectively in blue and red.
    • 5- Snake charts are decommissioned for now.

  3. Added forecasts for big 5 leagues' second divisions and minor changes to site design

  4. Added freshness of data on home page

  5. Added list of last 10 games processed on each league page and optimized design to be mobile friendly

  6. Added goal difference to compute correct rankings when ties occur

  7. Added the number of points required for various events on each first division league page with 95% confidence intervals

  8. Transitioned architecture to Flask and added beta reports signup page

  9. Refocused on top 7 leagues and issued first forecast for 24/25 season

  10. Added back Championship & French Ligue 2 and migrated all charts to D3.js for better readability

  11. Updated site design and optimized for mobile devices

  12. Added login and signup pages