Data Analysis of Tactical Strategy in the Vietnamese 9-Ball Billiards Tournament

Data analysis of tactical strategy in the Vietnamese 9-ball billiards tournament reveals how statistics shaped the outcome beyond just the score. In the Nha Trang venue, a 5-4 victory for Khanh Hoa over Hanoi FC in July 2026 highlighted 23 safety plays in the 8th inning. Nguyen Van Toan had 87% burst acceleration but only 2 ineffective runs, balancing attack and defense. Data on average 12-degree error shows that combining technique with statistics creates surprises. Over 150 players participated, with 25% increase in ticket sales due to shared analyses. Data is a tool for development, investment in tracking systems, and lessons for future players on hit frequency, angle errors, and trajectories. The event emphasized tactical intelligence where numbers reflect reality.