Tag Data

Tag Data

Data Rant: Mata could survive Mourinho’s arrival

June 23, 2016 Tags: , Data 5 comments
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In the previous Data Rant column, midfield was identified as key area for Jose Mourinho’s Manchester United. It is not simply about strengthening a weak area in United’s squad – the analysis suggest that improving the Reds’ midfield will improve the team’s goalscoring too.

First we look at the four teams that finished above United last season; Leicester City, Arsenal, Tottenham Hotspur and Manchester City. The attacking attributes – goals, shots, assists, chances created and runs – of midfielders who played more than 25 games have been amalgamated into a per game, per player figure.

Goals/game Shots/game Assists/game Chances/game Runs/game
Leicester 0.1491 0.9323 0.1908 1.3776 3.0827
Arsenal 0.1109 0.8444 0.2240 1.8038 1.9319
Tottenham 0.1525 1.0797 0.1603 1.4407 1.7483
City 0.1320 1.0868 0.1957 1.7556 2.0616
AVERAGE 0.1361 0.9858 0.1927 1.5944 2.2061
United 0.0967 0.5357 0.0491 0.6800 1.014

In this analysis United’s group of midfielders – Juan Mata, Jesse Lingard, Morgan Schneiderlin and Ander Herrera – significantly lag behind the leaders. Yet, instead of a Moneyball approach of simply buying statistics, United has to bring in top players to replace the mediocre ones. Mourinho could do with at least two world class players to bring figures up to scratch.

It is interesting that Nemanja Matic continues to be linked to an Old Trafford move. Schneiderlin recorded no assist last season and contributed little offensively. The Serbian midfielder, on the other hand, offers a more comprehensive package, despite seemingly doing little but looking after Cesc Fabregas.

Leicester’s N’Golo Kante is king when it comes to attacking statistics from a defensive midfielder. Of defensive midfielders that make at least as many tackles and defensive actions per game as Schneiderlin, (limiting the list to “obtainable” players – Sergio Busquets probably don’t want to leave Barcelona) Kante offers the most complete package.

Turning to targetable creative central midfielders and wingers, Napoli’s Marek Hamsik and Riyad Mahrez at Leiceister rank highly in the data, together with Everton’s Ross Barkley. Hamsik and Barkley, in particular, would fit well in Mourinho’s 4-3-3 system, much as Frank Lampard succeeded under the Portuguese manager.

Out wide, Henrikh Mkhitaryan would be an ideal purchase in terms of numbers, which is interesting given that United is brazenly pursuing the Borussia Dortmund midfielder. Mkhitaryan’s 11 goals, 82 chances created and 15 assists last season would go a lot towards curing United’s midfield blues.

Goals/game Shots/game Assists/game Chances/game Runs/game
Average 0.1361 0.9858 0.1927 1.5944 2.2061
United (Current) 0.0967 0.5357 0.0491 0.6800 1.014
With Hamsik and Mkhitaryan 0.1677 1.2021 0.2262 1.6694 1.9017
With Kante also 0.1744 1.2634 0.2533 1.8245 2.3283

While the data suggests a recruitment strategy, there is never a guarantee that players from foreign leagues settle in perfectly. Still, just two players would make United’s midfield above average and ‘top-four’ in terms of theoretical quality.

Where it leaves the current crop is another question. Mata is by far United’s best midfielder when it comes to the date – the Spaniard fares favourably with top midfielders in the Premier League. The history between the Spaniard and the Portuguese manager notwithstanding, it would surprise few should Mata remain at Old Trafford and lock down a regular role.

With that said, Mkhitaryan mainly plays on the right and Chelsea’s Willian, though his numbers are lower than the Armenian winger’s. continues to be the subject of speculation. Should either arrive it is hard to see a role for Mata on the right.

Mourinho is a far more flexible as a manager than many give him credit for, but Ander Herrera or even Maroune Fellaini might be a better fit tactically than Mata. If a more complete defensive midfielder is not truly necessary, Mourinho probably has the funds to push for Mata’s replacement.

It is also true that Mourinho is not opposed to the idea of using a number 10. Wesley Sneijder and Mesut Ozil blossomed under the new United manager’s guidance, and while Mata was forced out during Mourinho’s second reign at Chelsea, Cesc Fabregas is hardly known for his tactical discipline. Arsene Wenger used him in the hole, Barcelona couldn’t use the Spaniard in central midfield, and Spain turned him into a forward. Mata may very well survive and be given a central role.

Data Rant: assessing Mourinho’s transfer strategy

June 18, 2016 Tags: , , Data 8 comments
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It is often beneficial to look at the Premier League as a whole to see where Manchester United stands and to identify any general trends. Last season was an unmitigated disaster, even with the FA Cup victory, and lessons should be learned to avoid the further ‘Liverpoolization’ of the club. In earlier Data Rant columns, statistical theory was not strictly observed – emphasizing intuition and broad trends above technicalities. However, with more advanced techniques we can get a more precise picture.

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Data Rant: United’s fading Champions League hopes

February 19, 2016 Tags: Data 11 comments
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Louis van Gaal conceded defeat after Manchester United’s loss in Sunderland – it will be, he admitted, “very difficult to qualify for the Champions League through the top four now.” The Europa League remains, but it is never a good idea to count on winning a tournament – as the Reds’ defeat to Midtjylland in Denmark proves. Read More

Data Rant: how many goals will United need this season?

September 2, 2015 Tags: , Data 21 comments
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Manchester United wrapped up business for the summer on Tuesday with the £36 million acquisition of Anthony Martial. Ed Woodward failed to significantly improve Louis van Gaal’s defence, but added two of the best young forwards in Europe in Memphis Depay and Martial. Meanwhile, midfield has been significantly improved by Bastian Schweinsteiger’s experience and Morgan Schneiderlin’s steel, while David De Gea’s service has been retained – for now. So where will United finish next May? Read More

Januzaj’s departure suggests tactical changes ahead

August 31, 2015 Tags: , , Opinion 12 comments
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Amid the transfer market noise it is almost easy to forget that Manchester United was consigned to the club’s first defeat of 2015/16 Premier League on Sunday. Louis Van Gaal’s side twice lost to Swansea City last season and slipped to another defeat in Wales at the weekend prompting thoughts that the Welsh side is the United’s ‘bogey team’, just as Sir Alex Ferguson’s sides of the late noughties struggled to beat Middlesbrough.

Still, the match at Liberty stadium once again demonstrated the Reds’ propensity to turn heavy possession into few goals, with Louis van Gaal resorting to sending Maroune Fellaini on late in the game as a desperate last resort.

United started brightly though, with Ander Herrera deployed in place of injured Adnan Januzaj at number 10 in an otherwise familiar shape:

Figure 1

The difference between in the Spaniard and the Belgian’s movement, below, was one of major factors in, if not the cause of, why United struggled to break down a stubborn Swansea defence though.

One factor is how often Januzaj hits the flanks – far more regularly than Herrera. Herrera may create more chances – he created four at Swansea while Januzaj failed to create any against Newcastle United – but the Belgian’s movement compensates for Juan Mata’s lack of presence on the right flank. Januzaj vacates central space for Memphis Depay to cut in and shoot. Herrera’s more classic interpretation of the number 10 role prevented this at Liberty stadium:

Figure 2

Januzaj vs Newcastle

Adnan Januzaj vs Newcastle

Herrera vs Swansea

Ander Herrera vs Swansea

Where United failed, credit goes to Swansea manager Gary Monk, whose switch to a 4-4-2 diamond following Mata’s goal won the home side the game. United’s shape, with essentially no right-wing, has allowed the Reds to dominate the centre of the park in pervious matches, but the Swansea manager negated that advantage by opting for a narrow formation.

In fact, using two strikers as well as an attacking midfielder, was a particularly effective way of testing United’s makeshift central defensive partnership of Daley Blind and Chris Smalling. It was a shrewd tactical move on Monk’s part.

Van Gaal’s response – bringing Ashley Young on in place of the goalscoring Mata – made perfect sense too. The 4-4-2 diamond is highly vulnerable to being stretched across the field, and introducing a hardworking traditional right-winger is a textbook move to combat the formation, as illustrated below.

Figure 3

Michael Carrick’s concurrent introduction in place of Morgan Schneiderlin was also a wise move on Van Gaal’s part in the context of United’s shift to a 4-3-3 formation. Recall that United’s best football last season was in this system with Carrick holding. Carrick’s superior range of passing means that he engages the flanks much more effectively than Schneiderlin and is therefore well suited to work the inherent weakness of 4-4-2 diamond.

More controversial was Van Gaal’s decision to swap Herrera for Fellaini – and then using the giant midfielder at number nine. With United a goal down the decision to push Fellaini into the Swansea box could have been useful. Indeed, Swansea brought on a third centre-back just to follow the Belgian around the pitch.

Perhaps the braver move still would have been to introduce Fellaini in place of Wayne Rooney, who again struggled to get into the game as he has in each Premier League match this season.

Still, the Herrera-Fellaini substitution was the right call. Again, Rooney works the flanks better than the Spanish midfielder. ‘Lumping it to the big man’ was an option, but another – perhaps primary plan – was to allow Memphis, who had been quiet, to come into the game more. Rooney sat to the left of Bastian Schweinsteiger and the Scouser, who has always displayed a tendency to drift towards the left, makes for an ideal central midfield partner to Memphis.

Tactics aside, the game highlighted some clear problems with some personnel. Sergio Romero reinforced the opinion of some that the Argentinian is not a reliable goalkeeper for a side aspiring to compete on all fronts. David De Gea would have made a better fist of saving Swansea’s first goal, while most Premier League ‘keepers would have stopped the second.

Meanwhile, the major problem caused by Rooney is that he does not ‘lead the line’, nor can he hold up the ball effectively. This allows the opposition defence to creep up the pitch and squeeze Memphis and Mata out of the game.

In theory, Fellaini might perform effectively at number nine. The Belgian could force the opposition into a catch 22 situation where they cannot push up – the traditional defence against a target man – lest Fellaini act as a focal-point for midfielder runners such as Memphis, the now departed Januzaj, and Mata. Nor can they defend deep given Fellaini’s aerial presence.

Still, Memphis, Januzaj and Mata had started to build an understanding with one another before the Belgian’s departure on Monday. Januzaj’s roaming to the flanks allowed Memphis and Mata to cut in – and the three have shown flashes of just how devastating this combination could be. This observation, and Rooney’s tactical indiscipline, could be incorporated into a strikerless formation.

Rooney’s movements to the right could be interpreted as the England captain covering for Mata, but acquiring a strong right-winger could also solve a number of United’s problems. Indeed, this column previously failed to identify a striker that would improve United significantly, while a right-sided forward – such as Gareth Bale or Kevin Volland – would make up the goalscoring numbers and, theoretically, have the same impact as acquiring a new striker.

Using Young or Januzaj on the right does not really solve this issue. Memphis has quickly established himself as an important weapon in United’s arsenal and the Swansea game has demonstrated that a ‘traditional’ number 10 significantly hampers the former PSV player’s game. Mata, Rooney, Fellaini and Herrera simply are not as comfortable as Januzaj on the flanks and Januzaj had to play at 10 in a 4-2-3-1 if Memphis was to shine.

In this analysis the ideal scenario is that a classy right-winger replaces Mata on the right. Still, with Pedro not deemed good enough, it appears unlikely that a classy right-winger will join United before the transfer window closes. Januzaj’s departure also suggests a more permanent move to a 4-3-3 system, below.

Figure 4

This formation will leave room for Memphis to cut in. If Mata is chosen ahead of Young on the right, with Januzaj now at Borussia Dortmund, the Spaniard at least formed a fruitful relationship with Herrera last season. This shape is aided by Matteo Darmian, who has started the season strongly.

The shape is narrow, but this is not a major problem with three players in central midfield allowing Luke Shaw and Darmian to bomb forward. This is not unlike the system Van Gaal used in United’s convincing victories over Tottenham Hotspur, Liverpool, Aston Villa and Manchester City last season. United, of course, now has better players.

United’s defeat at Swansea demonstrated just how vital Januzaj is to making a 4-2-3-1 system work. With Januzaj now departed, the need for a ‘proper’ right winger lingers. It appears that a 4-3-3 formation is now the only feasible option going forward. Indeed, Van Gaal said he will use “more or less 4-3-3” this season. It is now time to live up to those words.

Diagrams from sharemytactics.com
Statistics and illustrations from squawka.com

Data Rant: Van Gaal’s obsession with passing

August 21, 2015 Tags: , Data 9 comments
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Despite scoring the match winning goal at Villa Park, Adnan Januzaj was criticized by Louis Van Gaal for “unnecessary ball losses.” In fact, pass completion seems to be the chief criterion by which the Manchester United manager judges performance. Why does Van Gaal place such importance upon the passing and is pass completion a robust enough indicator of team performance? Data Rant investigates… Read More

Data Rant: rebuilding United’s attack

July 20, 2015 Tags: Data 9 comments
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It would not surprise Data Rant if Louis van Gaal and Ed Woodward are being guided by a team of statisticians both on the pitch and in the transfer market. Indeed, Van Gaal has often spoke fondly of “computer gurus,” while Opta has long offered highly detailed data to professional football teams – much more so than anything available to the public. Read More