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What Total Distance Alone Can't Show You: Revisiting the 2025 K League 1 Through Physical Data
Using Bepro tracking and SkillCorner Dynamic Events from the 2025 K League 1, we examine total activity and high-intensity share, in- and out-of-possession intensity, off-ball run phases, player and position physical profiles, and reconstructed explosiveness metrics.
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Value Beyond Goals and Assists — Revisiting the 2025 K League Through VAEP
We revisit the 2025 K League through VAEP: how teams accumulated value, which players contributed beyond goals and assists, and where different actions created value.
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Why Lee Tae-Seok Could Not Create the Same Threat for the National Team — A Question Left by K League xT
We read the 2025 K League through xT (Expected Threat): which teams created the most threat and which did so most directly, who built threat through passes and carries, and what the xT routes of Lee Tae-Seok and Kim Jin-Su reveal.
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An 85% Pass Completion Rate Does Not Tell the Whole Story: K League Pass Difficulty Through xPass
Using 2025 K League SkillCorner xPass and PAx, we look beneath pass completion rate to understand pass difficulty, role, and above-expected execution.
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What the Table Doesn't Tell You: Reassessing FC Seoul's 2025 Through xG
Was FC Seoul really a poor team in 2025? xG and xPoints reveal the performance hidden behind the league table.
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