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Add team data visualizations for the 2025 season #89

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jkleiber opened this issue Jan 19, 2025 · 0 comments · Fixed by #92
Closed

Add team data visualizations for the 2025 season #89

jkleiber opened this issue Jan 19, 2025 · 0 comments · Fixed by #92
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@jkleiber
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From #67 we want at least the following stats:

  • Averages for all successful and failed points scored of each type/location in auto and teleop with std dev
  • Mode end game result
  • Number of cycles

Thus, we should have the following types charts available:

  • Histograms:
    • Intent: Show statistical distribution of performances in matches
  • Line graphs
    • Intent: Show trends of performance in a given metric over time
  • Radar chart
    • Intent: show team's strengths and weaknesses in different game aspects

The page will be laid out as follows:

  • Team selector
  • High level stat readout (Average total points, average coral points in auto/teleop, average algae points in auto/teleop, mode endgame score)
  • Radar chart (using the Likert scales of climb speed, driving, defense, stability, and adding in a field for total points and normalizing between 1-5 based on min/max average total points)
  • Trend charts (filterable based on metric)
  • Histogram charts (filterable based on metric)

In a future ticket we can add in more advanced metrics like WAR (wins above replacement) and also determine stats like EPA (expected points added).

@jkleiber jkleiber added this to the 2025 First Event Ready milestone Jan 19, 2025
@jkleiber jkleiber self-assigned this Jan 19, 2025
@jkleiber jkleiber linked a pull request Feb 19, 2025 that will close this issue
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