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Twelve football

@twelve_football

6 years

When the two teams with the best defences in the league meet each other, maybe we shouldn't be so surprised it ends up 0-0. #LIVMNC Shots against, quantity and quality, so far in the league.

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Twelve football

@twelve_football

6 years

Arsenal were the last team to cause Liverpool any problems. Since then they have created considerably more and better chances than their opponents.

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Twelve football

@twelve_football

6 years

Up to now in the Premier League. Liverpool have created the best quality chances. Manchester City have had the most shots. Spurs somewhere inbetween. Manchester United have not done well so far...

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Twelve football

@twelve_football

3 years

A break down of where Liverpool created their danger. Interesting to see how much comes from their own half. #xT #WATLFC

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Twelve football

@twelve_football

6 years

Kristoffer Olsson came to AIK from @fcmidtjylland and this season he has been their best attacking player. He plays the ball into the box from everywhere on the pitch. @aikfotboll

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Twelve football

@twelve_football

6 years

While Manchester City's underlying numbers are declining, Liverpool are getting stringer and stronger. Dominant in expected goals over the last 10 games.

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Twelve football

@twelve_football

4 years

Here is presented how in teams in the #PremierLeague are starting their Goal Kicks this season. Most of them (53%) are played long (into opponent half) and 38% of Goal Kicks are short (less than 35m from the goal). Only a handful of Goal Kicks are played into the middle area.

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Twelve football

@twelve_football

5 years

One aerial duel and two tackles. Impressive 😂

utdreport

@utdreport

5 years

Lindelof vs PSG: 100% aerial duels won 100% tackles won 92% pass accuracy 3 clearances 0 fouls [ @statmandave ]

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Twelve football

@twelve_football

6 years

Liverpool need 2.4 xPoints this evening to go top of the Expected Premier League. 🤣 A 1.4 xGoal difference should do it. Amazing what you can do with numbers...

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Twelve football

@twelve_football

9 months

Is Szoboszlai the best midfielder in the Premier League at the moment? Here's his #TwelveGPTScout radar.

Rafi

@Rafi_Z_

9 months

@twelve_football Dom Szoboszlai please🙏

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Twelve football

@twelve_football

3 years

Our off-ball attacking radars for #EURO2020 are available now! Request line open. ☎️ Tell us who you want to see. Raheem Sterling is looking good for #ENG

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Twelve football

@twelve_football

6 years

Week 4 is when expected goals start to say something useful about a team. Manchester City continuing where they left off last season. Liverpool looking good, but yet to meet tough opposition. Bournemouth and Watford deserve to be up there. Do you think the numbers are fair?

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Twelve football

@twelve_football

3 years

Lots of danger coming from Cancelo and De Bruyne and basically everywhere else on the pitch! #MNUMCI

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Twelve football

@twelve_football

6 years

World cup shot round-up: - Germany & Brazil shooting a lot but from lower quality chances. - Portugal leading on chance quality but in smaller numbers. - England and Belgium look good, but (maybe) against weaker opposition. (Circle area is proportional to possession)

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Twelve football

@twelve_football

4 years

How much value are teams in #PremierLeague generating from passes in different zones. The plot shows the average value of #xg created from a pass in specific zone, with most value generated from inner lanes. #FPL #Fot #matplotlib

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Twelve football

@twelve_football

6 years

How important is possession in football? Very. But it isn't always having it that matters. 👀 Burnley scored 4 goals during the 5 minutes (!!) they had the ball in the final third. But Bournemouth had a problem because they were stuck with the ball in midfield.

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Twelve football

@twelve_football

6 years

Expected goals table. 10,000 what if resimulations of the Premier League shows that: - Manchester United are lucky to be 7th. - Southampton have been unlucky. - Burnley should be relegation favourites.

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Twelve football

@twelve_football

6 years

Things aren't all bad at Manchester United... The Expected Goals Premier League table gives them a narrow lead over Cardiff.

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Twelve football

@twelve_football

3 years

A lot of Liverpool fans were nervous, but the stats give a picture of total dominance. #LIVBUR

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Twelve football

@twelve_football

6 years

Messi's #WorldCup dream is over. Or is it? @RoyNemer isn't convinced it's the end of the international road for the #ARG great. Roy has reviewed Argentina's 4-3 defeat to France for us

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Twelve football

@twelve_football

4 years

Detailed look into Goal Kicks from #PremierLeague . #Wolves are playing most of their Goal Kicks to the right wing, around half line. On the other hand teams like #CPFC and #SaintsFC are playing their Long Goal Kicks to the left side. #goalkick #FPL

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Twelve football

@twelve_football

5 years

Just in case it’s unclear. This reporting won’t be entirely unbiased...

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Twelve football

@twelve_football

6 years

Up to now in Premier League. Liverpool (and Watford!) have conceded fewest chances. Manchester City have have conceded a few higher quality chances. Chelsea vs. Arsenal was a bit chaotic. Manchester United have not done well so far...

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Twelve football

@twelve_football

3 years

We will be tweeting match dominance (expected threat) plots (and other goodies based on our points system) for Premier League this coming weekend.

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Twelve football

@twelve_football

6 years

Chelsea and Manchester City defending by denying opposition possession (circle size = opposition possession). Liverpool and, especially, Watford allow possession but concede few high-quality chances. Looks like someone at Bournemouth might understand a thing or two about xG 👀.

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Twelve football

@twelve_football

5 years

4,000 point performances in our system are rare. Alex Morgan tonight? 7,721.

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Twelve football

@twelve_football

6 years

The only better player than Kristoffer Olsson in Allsvenskan is of course @Jiloan he doesn't only create chances - he also scores. @gronvita

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Twelve football

@twelve_football

6 years

Twelve football analysis tool is now open to everyone! Go in to analyse players and teams and share with friends.

Twelve Football

twelve.football

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Twelve football

@twelve_football

3 years

Arsenal vs. Man City Expected Threat by zone at half time #ARSMCI #xT

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Twelve football

@twelve_football

6 years

Anyone worried about England's attack should ask Andreas Granqvist what he thinks. 14 Important defensive actions in the box. 20 actions in total. 1st best ranked defender in the World Cup Did his absolute best, but wasn't enough.

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Twelve football

@twelve_football

3 years

Shots (xG) and match domination (xT) ... #MNUMCI United has one glimmer of hope, but otherwise it is one way traffic...

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Twelve football

@twelve_football

6 years

AIK's defence! Quality of shots conceded: Best in Allsvenskan. Shots conceded per match: Best in Allsvenskan. Tight.

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Twelve football

@twelve_football

6 years

Alisson is on the brink of joining #LFC . He was one of seven GKs who played at least 800 minutes in the 2017/18 Champions League, as was Loris Karius. How did the seven perform?

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Twelve football

@twelve_football

3 years

Our aim with the @twelve_football app is to rank players based on data. We have used machine learning to learn which actions produce most value in a football match. Then we award points to players when they perform these actions.

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Twelve football

@twelve_football

9 months

With the Premier League action over for today, it's time to announce we are launching #TwelveGPTScout this week! We evaluate players using advanced AI and analytics, highlighting their strengths and weaknesses with visualizations and AI-powered descriptions.

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Twelve football

@twelve_football

6 years

If matches were decided by expected goals, then Palace would be ahead of United in the Premier League.

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Twelve football

@twelve_football

6 years

Barcelona vs. Deportivo Alaves Preview: Will the champions’ new men feature? @RoyNemer has given the Barca squad the once over and here's who he thinks will feature in their season opener on Saturday.

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Twelve football

@twelve_football

6 years

Roberto Firmino and Sergio Aguero are crucial to the success of their teams, but what are their strengths? In his Twelve debut, @JDNalton takes a closer look at both strikers #LFC #MCFC

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Twelve football

@twelve_football

6 years

Manchester City are making twice as many shots as the league average. Liverpool and Bournemouth creating high quality chances. Chelsea shooting (and scoring) from further out.

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Twelve football

@twelve_football

2 years

Real Madrid (2.51) 3 : 1 (1.54) Manchester City #xG #RMAMNC #ChampionsLeague

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Twelve football

@twelve_football

6 years

Shots against. Quantity and quality. - City and Liverpool with solid defence, will something give? - Wolves are low chance quality specialists. - Fulham in real trouble at the back.

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Twelve football

@twelve_football

6 years

Brilliant debut by Naby Keita #LFC

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Twelve football

@twelve_football

3 years

England have focussed on creating high quality chances over shooting a lot. Seems to be paying off… (grey dots are other teams who got to last 16)

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Twelve football

@twelve_football

9 months

This one will interest #LFC fans: André of Fluminense. #TwelveGPTScout

Bogdan

@BCarauleanu

9 months

@twelve_football André from Fluminense please

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Twelve football

@twelve_football

6 years

World Cup shots conceded round-up. - Brazil have conceded few chances and of very low quality (of the chart). - Major chances against England and Spain are penalties. - Germany and Argentina conceding big chances. (Area of circles are proportional to opposition possession)

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Twelve football

@twelve_football

6 years

Let's be honest - who doesn't love revelling in a bad day for Sergio Ramos?

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Twelve football

@twelve_football

5 years

"Cardiff win the second most aerial duels in the Premier League. Virgil van Dijk wasn’t standing for that, and won 10 of the 11 he contested in the #LFC half." It's our team of the week:

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Twelve football

@twelve_football

6 years

Nigeria 1-2 Argentina: Messi bailed out at last Another call for @RoyNemer 's look at a vital win for #ARG

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Twelve football

@twelve_football

6 years

AIK goal is shutdown. As season progresses they are allowing fewer and lower quality chances. #AIK #allsvenskan

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Twelve football

@twelve_football

7 years

Premier League 2nd Round: Expected Goals Table from Open Play Manchester City and Arsenal have played better than their position suggests

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Twelve football

@twelve_football

9 months

2017: Twelve first to provide expected threat live during matches. 2021: Twelve first to deliver off-ball run scouting platform. 2023: Twelve first to build fully automated written scouting reports.

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Twelve football

@twelve_football

7 years

#PL Round 3 Review: Brand New Expected Points Table!! ** Based on simulating each match 1000 times using the Expected Goals

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Twelve football

@twelve_football

2 years

Real Madrid vs. Manchester City Expected Threat by zone #xT #RMAMNC

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Twelve football

@twelve_football

6 years

Dejan Lovren continued his fine form by being Croatia's best player in their defeat to Brazil. He was also the game's top player for defensive and off ball contributions. #LFC

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Twelve football

@twelve_football

3 years

This is how you become a threat. Passes originating centrally are more dangerous. TAA four chances created, one assist. #LIVBUR

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Twelve football

@twelve_football

6 years

Jordan Henderson topped our attack leader board this week. Any thoughts, #LFC fans?!

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Twelve football

@twelve_football

3 years

Yesterday @Hammarbyfotboll aquired right winger Aljoša Matko from @nkmaribor . Here is his shot map in @PrvaLigaSi from 2020-21, where he accumulated 8.07 #xG . #PrvaLigaTelemach #bajen #mbfc

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Twelve football

@twelve_football

9 months

While the everyone else goes crazy about Darwin Nunez finishing #TwelveGPTScout has another perspective... Sometimes we should listen to the bot 🤖

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Twelve football

@twelve_football

6 years

Here's our combined Manchester City-Liverpool XI, and here's why:

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Twelve football

@twelve_football

6 years

This is what domination looks like. Manchester City have outperformed both the league average and every opposition they have met on expected goals. #MCFC Cardiff match wasn't even their best! Wolves the only team that have come close.

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Twelve football

@twelve_football

3 years

Burnley had some good chances, but only one team dominating the attack. #xT

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Twelve football

@twelve_football

6 years

Charlie Adam says Xherdan Shaqiri never performed; our data begs to differ, Charles #SCFC

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Twelve football

@twelve_football

6 years

World Cup Top three. Harry Kane: 6 defensive actions, 4 important passes & 5 goals. Toni Kroos: 20 defensive actions, 11 imporant passes & 1 goal. Cristiano Ronaldo: 11 defensive actions, 1 important pass & 4 goals See details here:

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Twelve football

@twelve_football

6 years

Now that's an unbeatable five-a-side team right there.

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Twelve football

@twelve_football

6 years

Don't think many people would have had Wolves in third place in the Premier League. But according to Expected Goals, that is where they should be!

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Twelve football

@twelve_football

6 years

Bayern Munich have been uncharacteristically quiet in the transfer market, and have a new man in charge in the shape of Niko Kovač. @cc_eckner has looked at how they might play this season, ahead of their season opener with Hoffenheim.

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Twelve football

@twelve_football

6 years

Forget @thetimes attempt at doing expected goals...here is the table you have all been waiting for... Liverpool officially have better expected goal difference than Manchester City two games! Warning: there is no statistical significance to this result whatsoever.

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Twelve football

@twelve_football

7 years

#PL Round 4 xPoints: #MUFC rightful leaders, #CPFC don't deserve to be last! ** Based on simulating each match 1000 times using xGoals

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Twelve football

@twelve_football

6 years

Proved it tonight! 😉

Andrew Beasley

@BassTunedToRed

6 years

Salah and van Dijk have been the best two players in the Premier League this season, according to @twelve_football Can't argue with an algorithm, can you? (Yes, of course you can).

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Twelve football

@twelve_football

3 years

Full time #ENG 3.5 - 0.3 #DEN xG (including penalty) Probability of #ENG win: 93% Probability of #DEN win: 2% Probaility of a draw: 5% Fairness: 80% One million simulations. #xG #EURO2020 🤖

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Twelve football

@twelve_football

3 years

Liverpool are one of the top ranked teams in terms of keeping possession and getting in to the final third, and they also rank highly in terms of rapid attacks.

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Twelve football

@twelve_football

3 years

Chelsea (1.57) 2 : 2 (1.47) Liverpool #xG #CHELIV

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Twelve football

@twelve_football

6 years

Kieran Trippier has created 24 chances at the #WorldCup - the most of any player. ( @DLRbrts ).

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Twelve football

@twelve_football

9 months

One of the most exciting things to happen in football analytics in the last few years? 📈🤯 Introducing TwelveGPT the automated tool for talking football numbers. 🤖 Join @Soccermatics this evening 7pm (UK) and put your questions to our Scouting bot.

TwelveGPT Scout live demo

Come and find out about how TwelveGPT can generate automated reports for scouting. See https://twelve.football/blog/introducing-twelvegpt-scout for more deta...

www.youtube.com

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Twelve football

@twelve_football

6 years

The Twelve bot says it all...

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Twelve football

@twelve_football

6 years

Malmö have been exceptionally unlucky in front of goal this season. #allsvenskan #expectedgoals Shot quality: Best in Allsvenskan. Shots per match: 2nd best in Allsvenskan. Best attack in the league?

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Twelve football

@twelve_football

3 years

Passing network for City. Defenders contributing most in terms of passing threat.

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Twelve football

@twelve_football

6 years

Barcelona vs Tottenham is a must win match for the visitors, while the hosts have topped the group already. @RoyNemer previews the clash. #BARTOT #THFC

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Twelve football

@twelve_football

6 years

Arsenal vs Tottenham is a match between two teams who are more similar than they'd care to admit. @NathanAClark previews the north London derby

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Twelve football

@twelve_football

2 years

Liverpool vs Watford style of play. #LIVWFC #PremierLeague

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Twelve football

@twelve_football

6 years

Valencia vs Barcelona is going to be a stiff test for Ernesto Valverde's team. @RoyNemer previews the match, and also reviews Barca's win at Wembley.

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Twelve football

@twelve_football

6 years

With three teams on 20 points at the top we need a way to decide the real leader. And here it is... How the @premierleague would look if chances created decided matches.

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Twelve football

@twelve_football

6 years

Liverpool only a rounding error ahead of Manchester City in our Expected Points table. Bournemouth and Wolves doing well, but it could just be variance. Manchester United vs. Spurs was a 1.4 - 1.5 xDraw. Bad luck Mourinho.

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Twelve football

@twelve_football

6 years

Naby Keita may not have any assists yet, but @BassTunedToRed explains why it's only a matter of time in his Liverpool vs Brighton preview #LFC #BHAFC

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Twelve football

@twelve_football

6 years

Barcelona were excellent at Wembley, but need to turn their league form around. @RoyNemer looks ahead to their trip to Valencia.

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Twelve football

@twelve_football

6 years

The @LivEchoLFC have written an article about Jordan Henderson's forward passes They look pretty good to us #LFC

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Twelve football

@twelve_football

4 years

The best player in the Premier League this season according to Twelve algorithm: Virgil Van Dijk.

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Twelve football

@twelve_football

6 years

Quality and quantity of shots. Fewer shots today, but City well ahead.😛 Watford, Wolves and Liverpool (!!) regressing to the mean.🤐 Bournemouth still high on quality (even without penalties). 🤓

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Twelve football

@twelve_football

3 years

Chelsea 2 (0.79) : (1.31) 2 Liverpool #xG at half time. #CHELIV Match Dominance #xT .

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Twelve football

@twelve_football

6 years

Argentina 0-3 Croatia: Messi and Argentina outclassed by Croatia’s midfield #ARG are still alive in the #WorldCup thanks to #NGA 's win yesterday. Here's @RoyNemer 's take on their poor performance on Thursday.

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Twelve football

@twelve_football

6 years

Will Rashford be better than Kane one day? Solskjaer thinks so. @R_o_M examines his record in his preview of Arsenal vs United

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Twelve football

@twelve_football

3 years

Expected threat total for all players in Premier League so far this season.

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Twelve football

@twelve_football

6 years

. @Jon_Mackenzie previews Southampton vs Chelsea by looking at how Maurizio Sarri's midfield trio is different for the Blues than it was for Napoli.

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Twelve football

@twelve_football

6 years

Full-backs used to have a fairly standard role within a team, but not any more. Two of the masters of using them are Guardiola and Klopp, so our new writer @mizgans has taken a look at the contrasting way in which they employ them #MCFC #LFC