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aurelnz96.bsky.social

@aurelnz96.bsky.social
1.1K followers 171 following 16 posts

Senior data scientist working in sport

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aurelnz96.bsky.social @aurelnz96.bsky.social · 06/11/2025
✈️ Welbeck has a 1-in-7 chance of being on the England plane next summer. He’s currently 36th most likely to make the 2026 World Cup squad (14%). That could rise if his form continues and he’s back in international contention. 17 players have >50%, just 9 >90%. Who sneaks in?
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aurelnz96.bsky.social @aurelnz96.bsky.social · 24/10/2025
🐐 Messi has signed a new deal at Inter Miami - keeping him until 2028, past his 40th birthday. ⚽ 1.01 goals + 🎯 0.57 assists per game = 1.58 goal contributions - the best in MLS history. 🇦🇷 Did Messi leave Europe too soon - or just in time to chase one more World Cup?
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aurelnz96.bsky.social @aurelnz96.bsky.social · 22/10/2025
🔴 Sean Dyche’s arrival at Forest should feel familiar - at least in style. ⚽ Avg. 41% possession under Dyche (Nuno: 42%) → compact, structured play. 🧤 4.4 final-third recoveries per match (Nuno: 3.5) → more pressing. Evolution, not revolution, for Forest.
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aurelnz96.bsky.social @aurelnz96.bsky.social · 20/10/2025
📉 Liverpool have lost four in a row - and the numbers show why. Their non-penalty xG per game has fallen from +1.2 to +0.3, the biggest drop in the Premier League. ⚽️ xG for ↓ 0.45 🧤 xG against ↑ 0.45 ❓ Is this just a blip - or the start of something deeper?
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aurelnz96.bsky.social @aurelnz96.bsky.social · 28/08/2025
❓ Should Rúben Amorim change formation? 📊 He’s used 3-4-3 in 98% of games - far above the PL average of 58%. ⚽ Only Keith Andrews has been less flexible (but from just 2 matches). 🔮 Will Amorim’s loyalty to 3-4-3 be a masterstroke or a hindrance in England?
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aurelnz96.bsky.social @aurelnz96.bsky.social · 21/08/2025
❓ How balanced are PL squads? 🥅 Man Utd: 55% of value in forwards (+10% vs avg) but only 12% in midfield (-9%). ⚪ Fulham: 44% in defence, league-high. ⚒️ West Ham: Just 5% in strikers, lowest. 🔄 Bournemouth: Strength in wide attack. 🔴 Sunderland: Most balanced.
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aurelnz96.bsky.social @aurelnz96.bsky.social · 18/08/2025
🏆 Title-winning PL squads average 2.58 years at their clubs (from Leicester’s 1.61 in 15/16 to Liverpool’s 3.69 in 24/25). 🔵 Man City’s current squad? 2.62 years - right in the sweet spot. ⚖️Stability vs renewal: City look balanced again.
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aurelnz96.bsky.social @aurelnz96.bsky.social · 22/07/2025
❓Are Man Utd bad at selling? 💰They’ve made €560m in sales over 10 seasons - 36 clubs made more, 5 made double. 📊With €770m in revenue (5th globally), we’d expect closer to €850m. ⚖️That’s €290m in ‘lost sales’ - only 3 clubs worse. In the PSR era, smart selling is no longer optional.
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aurelnz96.bsky.social @aurelnz96.bsky.social · 10/07/2025
The Premier League is getting younger 📉 Since 2021/22, the average age of signings has dropped by nearly 2 years. At 23.9, it now leads the Big 5 leagues. Clubs are doubling down on youth-making earlier bets and racing to secure future stars.
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Reposted by @aurelnz96.bsky.social
Chris Weatherspoon @cweatherspoon.bsky.social · 01/07/2025
Wages are the best financial barometer of how a club will perform - but what of transfer fees? Are they ever indicative of success? It's complicated. *Loved* doing this piece for @theathleticfc.bsky.social - built on brilliant research of @aurelnz96.bsky.social www.nytimes.com/athletic/645...
nytimes.com
Transfer spend and winning: Do big fees really correlate with success?
Chelsea have spent roughly £5m per Premier League point since their 2022 takeover, compared to just over £1m by Brentford since promotion
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Reposted by @aurelnz96.bsky.social
Chris Weatherspoon @cweatherspoon.bsky.social · 26/06/2025
A big ol' shout to Twenty First Group and @aurelnz96.bsky.social, who provided much of the data and plenty of insight on this one This is the first of a couple of collaborative pieces this week
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aurelnz96.bsky.social @aurelnz96.bsky.social · 27/01/2025
🔴 Ruben Amorim’s start at Man Utd has been rocky. 📈 The Red Devils now boast one of the league’s highest possession shares. ⚠️ Yet, only one team completes fewer passes into the final third. ⏳ An effective style takes ~12 months to implement. Results like last nights help provide patience.
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aurelnz96.bsky.social @aurelnz96.bsky.social · 21/01/2025
🇪🇺The UEFA Champions League returns tonight for gameweek 7, first in its history. Here are the best matches to watch: 🥇 PSG vs. Man City (highest overall quality) 🥈 Benfica vs. Barcelona 🥉 A. Madrid vs. Leverkusen (tightest matchup)
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aurelnz96.bsky.social @aurelnz96.bsky.social · 16/01/2025
🔴 Arsenal scored another corner yesterday to make it over 30% of goal scoring chances now coming from corners. Premier league average is 13%…
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aurelnz96.bsky.social @aurelnz96.bsky.social · 14/01/2025
🇪🇸 Barcelona scored as many goals as they had La Masia graduates (5️⃣) vs Real Madrid. 🥇Their academy has produced the highest value talent, ahead of Man City and Chelsea. ❓Can La Masia’s legacy help save Barça from financial woes?
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aurelnz96.bsky.social @aurelnz96.bsky.social · 13/01/2025
🔴Man United had just a 1% chance of winning yesterday based on post-match xG. 📈 Signs of progress: Belief and team spirit have improved, and Amorim is settling on his best XI with fewer lineup changes. Stability is growing.
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aurelnz96.bsky.social @aurelnz96.bsky.social · 07/01/2025
🔴 Nottingham’s European dream is alive: 📈 Top 4 chances: 27% (pre-season <1%) 📊 PPG: +1.05 improvement (5th best since 12/13 among > 1,000 teams). Only title winners like Leicester (15/16), Chelsea (16/17), B. Leverkusen (23/24) improved more.
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aurelnz96.bsky.social @aurelnz96.bsky.social · 06/01/2025
📉 38% of strikers signed in January score zero goals in the second half of the season. 💰 Prices in this window are typically +17% higher than expected in an efficient market. 🧠 When risks are high and returns low, sometimes the smartest move is no move at all.
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