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Allow toggle between averaged, median and best performance #39

@illinar

Description

@illinar

Team stats are displayed based on the average performance across all matches. It is not necessarily a representative metric of team performance. For example, if the robot was disabled most of the match this would skew the average.

Proposal: add a mechanism to toggle between average, median and best performance when viewing statistics.

The best performance should display the stats from the best match for both categories (auto and teleop) independently. For example, if the team has the following performance:

  • Q1: auto = 40, teleop = 200
  • Q2: auto = 0, teleop = 250
  • Q3: auto = 30, teleop = 210

The reported best performance should be auto = 40, teleop = 250, combined = 290. The rationale -- performance in auto is independent of performance in the teleop and we are interested in the team peak performance ability.

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