Ideas for 21/22 season

[Alex-At-Home]

• Data messed up again
  • 2020/21 USC women - all players missing (add QA sheet looking for any missing blocks of data?)
• Stats weirdness
  • Not sure I like the way I added less regression to lineups to make the aggregation work
  • Remind myself why A/B RAPM is different to full RAPM with query A
  • Not using average stats in RAPM calcs in team report
• Be able to import ShotQuality stats into editor
  • UI/stats work - Shot quality import #182
  • Doesn't seem to work great - more analysis needed
• Improve luck adjustments (assisted vs non-assisted; and allow user to specify regression)
  • Done - bring in new lineup player shot info, calc 3P regression, starting using in RAPM
  • other stuff (allow user to specify regression, anything else)
  • Use assisted% in stats (need to enrich efficiency LUT with that info)
  • Team on/off luck adjustments appear to be using global 3P%s to calc expected 3P%
  • Apply luck to the transition/scramble info
• "Cool human stuff"
  • Game summary (lineup views etc)
  • Game preview (calc efficiency adjustments per that Kenpom blog (eg https://kenpom.com/blog/offense-vs-defense-threepoint-attempts/), calc play style defense)
  • Scouting report for players
• Grades and percentiles
  • Teams - basic (Add team ranks and percentiles for on/off analysis #191)
  • Teams - derived stats (Extra info as table #195)
  • Players
  • (?) Lineups
• Stats editing
  • Edit team stats
  • Allow player editor stats adjustments to apply to team stats
• Automation for women's efficiency
• More leaderboards:
  • Canada
  • Ask Reddit for help for others
  • Log manual changes made in spreadsheet so can re-import data without losing them
• Include player numbers
  • Roster
  • Lineups
  • Individual (under 2P)
• Style calculations
  • Incorporate lineup positions in style calcs
  • Make a guess as to efficiency (include "badpass" vs others in TO from PbP)
  • Show possible style types
• More granular PbP info
  • Be interested in 3P / 2P ( /transition?) ORB
  • some per lineup for other stats (then regress ORtg/pos in lineup views)
  • TO categorization
  • (some compression of existing fields?)
• Fix header bar for leaderboards, it's often pointing to the wrong set of data based on the year/gender
• "Build your own leaderboard"
  • POC
  • Auto-import AP polls?
  • Women's teams to add: Gonzaga, BYU, Missouri St., South Dakota, Princeton,

[Alex-At-Home]

Fixed issues

• RAPM hell (Fix ORtg calcs so that all points are accounted for #187)
  • Back with "original value" on "luck adjusted" != "luck adjusted" eg this query
  • Aggregated luck adjustment now has 3P same with lineups, but off/def adj still a bit off (poss due to ORB?)
  • Luck adj RAPM on subset still wrong - compare observed (off=[8.48] def=[-1.15]) vs derived solely from RAPM (off=[9.52] def=[-0.60]) ... the RAPM shouldn't be able to be higher unless the adj ratings are all wrong
• Team import problems 2cabd6f
  • Nicholls (correct) vs Nicholls St. (what I + KP call them)
  • Teams with 0 games on leaderboard
  • Northern Illinois in the MAC looks like it's stopped importing data (stuck at 12 games)
    • (looked into this, they changed to NIU in NAA mid way through season, so all their conf opponents also have missing games :/ )
• More team import issues
  • Some teams missing games in leaderboard (most WAC teams) - "intentionally" any import error blocks the entire conf (vs silent failure)
• "Build your own leaderboard"
  • NET only appears sometimes (maybe never appears unless the browser has cached it) - fixed, needed to add netRankings as a dependency on the table cache