Newport Beach Invitational 2023
Malia Lum & Danny Lum def. Maddy Saunders & Troy Ramos
(9-11, 11-8, 11-3)

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1. Match Summary


Rally Lengths

Total Rallies: 127 (7.5 shots per rally)

  • Maddy Saunders & Troy Ramos won 59 rallies (46.5%)

  • Malia Lum & Danny Lum won 68 rallies (53.5%)


Player Impact

Net Player Impact = Unreturned Shots + Assists - Errors + Other Impact
• Unreturned: A shot that was not returned; includes winners; opponent may or may not have made an error.
• Assist: A shot which set partner up to hit an Unreturned ball on the next shot.
• Error: A shot where a player had a reasonable chance of keeping the ball in play; includes unforced errors.
• Other Impact: Captures the impact of non-ending shots in the rally. Points are spread proportionally across the team that wins/loses a rally based on how many balls each player hit.

Shot Heatmap

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Shot Type Frequencies


2. Third Shot Breakdown

~93.7% of rallies contained a third shot


Third Shot Count by Type, Player


Third Shot Performance


Third Shots Visualized

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3. Kitchen Rally Breakdown

~15.0% of rallies contained sustained dinking


Dink Performance


Dinks Visualized

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Dink Direction


Speedup Performance


Speedups Visualized

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4. Errors Breakdown


Error Rates by Team, Player

Errors Visualized

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