As a British-born football analyst with a PhD in sports data science, I witnessed a 1-1 draw between Volta Redonda and Avai—not just a tie, but a symphony of tactical tension. This wasn’t luck; it was data whispering through every pass, every tackle, every missed cross. Here’s why elegance in motion can feel like defeat.

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