Gathering Data

Phase 1: Current 40 Man Rosters

  • [DONE] Download appropriate pages for currently players
  • [IN-PROGRESS] Move downloads to AWS
  • [DONE] Parse downloads to create JSON files
  • [ ] Implement MongoDB or other DBMS to optimize performance
  • [ ] Create weights for stats of each year to allow comparisons across years. (Simple idea - store season averages for each stat)

Phase 2: Retired Players History

  • [ ] Download pages for past players to AWS
  • [ ] Convert to JSON
  • [ ] Find ways to group players based on rule changes and other weighting mechanisms

Phase 3: Prospects

  • [ ] Download snapshot lists
  • [ ] Download moving lists
  • [ ] Analyze scouting ranks