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Shooting Royalty
Ranking elite ball-strikers with xGOT: how much they outshoot the average finisher and which big names fall short
Jul 3
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Python Football Review
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Shooting Royalty
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June 2025
The Myth of the Clinical Striker
Why even Robert Lewandowski does not beat his xG, why that doesn’t make him wasteful, and what 11 seasons of data reveal about true finishing outliers.
Jun 26
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Python Football Review
23
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The Myth of the Clinical Striker
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2
xGChain & xGBuildup 101
What each metric measures, which gap they fill (left by xA and xAG), which players have posted the best build-up numbers this season, and how to pull…
Jun 19
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Python Football Review
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xGChain & xGBuildup 101
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6
Expected Assists (xA) 101
What xA measures, why people confuse it with xAG (and why you shouldn't), how to uncover hidden creative talent, and how to pull tons of xA data with a…
Jun 12
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Python Football Review
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Expected Assists (xA) 101
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10
Expected Assisted Goals (xAG) 101
What xAG measures (and what it doesn’t), the key blindspots to watch out for, how it's different from expected assists (xA), and how to pull tons of xAG…
Jun 5
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Python Football Review
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Expected Assisted Goals (xAG) 101
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2
May 2025
Expected Goals on Target (xGOT) 101
What xGOT measures, how it fixes xG’s blind spots, how analysts rely on it, and a Python shortcut to bulk-download xGOT data
May 29
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Python Football Review
8
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Expected Goals on Target (xGOT) 101
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10
Expected Goals (xG) 101
What xG really measures (and what it doesn’t), the key misconception that trips up even seasoned pros, why its loudest critics are mostly wrong, and how…
May 22
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Python Football Review
23
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Expected Goals (xG) 101
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