Although as unfortunate as these times may be, football’s interval was desperately needed by the Barça squad. With La Liga close to returning, let’s take a look at the Barcelona players that might have benefited the most from this break.
With Barcelona officially returning to action on June 13, with a trip away at Mallorca, a horizon has finally been set for the restart of La Liga and the blaugranas‘ meetings. It will have been three months and one week since the last time Barça played a match, against Real Sociedad on 7 March. Therefore, predicting what will happen on the field next week is a next-to-impossible mission.
Performing at 100%, or even at the level from before the coronavirus break, will take time. That said, with the suffocating schedule and Quique Setién’s rushed arrival in midseason, many Barcelona players desperately needed a rest. While for very unfortunate circumstances, now the footballers have enjoyed the time out they desperately needed. For instance, captain Lionel Messi could be greatly benefited from this hiatus. But he is not the only one. These are four more players who could have taken advantage of this stop:
Luis Suárez‘s season had been put to an end after enduring a knee injury back in January. However, this break, along with Suárez’s extraordinary healing powers, will allow him to slowly integrate into the squad for the remainder of the campaign. The Uruguayan, for the last couple of years, had been a victim of recurring knee injuries. Nonetheless, considering the prolonged surgery has finally taken place, fans should be looking forward to a beastly version of the gunman.
Luisito‘s campaign had been full of ups and downs, but besides Lionel Messi, he was the only main source of goals for Barcelona’s dreary attack. Not to mention, he also played a significant role being Messi’s partner in crime as the duo would mercilessly tear teams apart with their indestructible connection. While Suárez’s biggest challenge would be starting games consistently, as long as his presence is in the squad and he gets ample time on the pitch, Barça should be confident about securing the La Liga trophy.
The Brazilian maestro Arthur Melo would be aching to get his time to shine on a football field. In these last few months, Arthur has been a part of countless rumours and hearsays, which would certainly be tiresome for any professional footballer. After constantly having to deal with the media chattering about him, Arthur would be relieved to, at long last, get the chance to let his football do the talking. Although the motivation levels for the 23-year-old would be substantially high, the biggest positive he can take is the fact that he no longer has to worry about his injuries, since he seems to have fully recovered.
While linked with moves to Juventus and Inter Milan, Arthur Melo has no intentions of leaving Barcelona | Photo by Manu Reino via Imago
Unfortunately, the former Grêmio man was constantly forced to linger on the sidelines due to his feeble fitness levels, but if he utilized the lockdown as a means of improving that facet of his gameplay, teams should already be trembling in fear. Arthur, with so much noise surrounding him, would be steadfast to prove his doubters wrong. Had the season continued in full flow, the South American might have not received this golden opportunity to recover and redeem himself.
Life can put all sorts of obstacles in front of the Dane forward, yet he still won’t budge, because if there’s one thing we can learn from Martin Braithwaite‘s career, it is the fact that he can recover from the most gruelling situations. Although Martin only has two months remaining in his Barça career, his mentality, and hunger undoubtedly makes him a strong contender for the first team. This temporary time-off not only provided him an opportunity to adapt to Barcelona, but also should help him set his eyes on the prize.
❛ From what I’m seeing, Braithwaite is doing a lot of exercises. He looks like a fitness coach these days ❜
Frenkie de Jong
on Martin Braithwaite
The biggest takeaway for him would be his training regime, which he claims to have worked incredibly hard on. The 28-year-old in a recent interview said, “Now there is a pause. I see it as an advantage. I know there is nobody who trains or works like me. When I return, I will be ready physically and mentally”. Considering Barça now have a mentally resilient player, who has given his all during lockdown, their chances of winning silverware this season will only get higher.
Ousmane Dembélé had many expectations coming into this season, but despite his desire to succeed, injuries didn’t seem to let go of him. This year when Dembélé was supposed to make his long awaited comeback, he once again fell prey to his injuries. Even so, the lockdown provided the youngster with the opportunity to recover in peace, and also have the possibility to be a part of the Champions League campaign later this year. The Frenchman could prove to be a major asset to Quique Setién and will be delighted that his time away from the field has reduced exponentially.
Using data to construct alternative Barcelona lineups
If you had to build a team that matched the style of Barça’s first eleven, what would it look like? Who are the Lionel Messi’s and Sergio Busquets’s of other clubs around the world? Let us dive into these questions using statistics.
The ability to identify similar players can be very beneficial in football. That knowledge can be applied to pinpoint transfer targets as potential replacements for an outgoing star, to gain a deeper understanding of how an unfamiliar opposition plays and who their main threats are, and more.
In the modern age, data plays a massive role in this. Here, the concept will not be as serious as crunching numbers to analyze an opponent or maximize efficiency in the transfer market, rather it will be more of a fun look at the Barça squad.
Essentially, we will be using player statistics to answer the question: What if you had to replace each member of the Barcelona lineup with another player from world football? Not in a fantasy way of building a dream eleven, but identifying players who best match the tendencies of the current team.
Background and methodology
To find the next best thing to Lionel Messi, Frenkie de Jong, and company, data from Wyscout for the 2019/20 league season will be used. Each position group – centre backs, full backs, centre midfielders, and attackers – starts off with a sizeable group of metrics relating to their style of play, before a factor analysis is performed.
The factor analysis looks at how all the players in the position group performed across the variety of individual metrics, before attempting to reduce the number of data points by creating factors that reflect relationships between those metrics.
For example, it picks up on the fact that attackers like Messi, Neymar, and Bernardo Silva tend to drop deep and be very active in buildup. This is reflected by their high tallies of actions like passes and passes into the attacking third.
So, it can use those trends to create one factor representative of that style, allowing the 25-30 metrics for each position group to be reduced to five or six numbers, which is much easier to interpret. After that, cosine similarity can be used to find a player’s closest match.
In terms of the players involved, this is the Barça eleven that will be used based on a mix of who has played the most over the course of the season and Ronald Koeman’s recent choices.
Because of his injury issues, Ousmane Dembélé did not play enough in the 2019/20 season to generate even a decent sample size, so his 2018/19 statistics were used instead.
Finally, for Marc-André ter Stegen in goal, factor analysis will not be used. There are not enough useful metrics available for the goalkeeper position, so a more simple search will be performed. His matches will be found by looking for players who are similarly active in possession, accurate passers, and possibly have a similar physical build. With that in mind, time to get into the results.
To present the outcomes of this analysis, we will have multiple alternative lineups based on certain criteria. First up are players with a Transfermarkt market value of €25 million or higher. Here is each Barça player’s closest match:
- Marc-André ter Stegen: Ederson (Manchester City)
- Jordi Alba: Andrew Robertson (Liverpool)
- Clément Lenglet: Dan-Axel Zagadou (Borussia Dortmund)
- Gerard Piqué: Edmond Tapsoba (Bayer Leverkusen)
- Sergiño Dest: Héctor Bellerín (Arsenal)
- Sergio Busquets: Jorginho (Chelsea)
- Pedri: Florian Neuhaus (Borussia Mönchengladbach)
- Frenkie de Jong: Arthur (Barcelona, now at Juventus)
- Antoine Griezmann: Mason Mount (Chelsea)
- Lionel Messi: Neymar (Paris Saint-Germain)
- Ousmane Dembélé: Eden Hazard (Real Madrid)
Two young Bundesliga centre backs anchor the backline. At left-back, Robertson’s delivery style may differ from Alba’s, but the Scotsman offers a similar end to end stamina. On the right, Bellerín slots in as a La Masia product himself.
This midfield sees Jorginho take the reigns from Busquets as the metronome, while Pedri is replaced by a fellow wonderkid in the emerging Neuhaus. Seeing Frenkie de Jong matched with Arthur may be a bit surprising. The Dutchman has certainly improved this season and contributed in a wider variety of areas, but this goes to show that he needed time to gain confidence, just like Arthur was.
The wings are occupied by big names who have commanded massive transfer fees. Dembélé matching with 2019/20 Hazard can also be seen as a bit eerie given both of their injury struggles. Neymar, the former protégé, slots in for Messi, giving the side another former Barcelona connection.
Probably the biggest surprise comes with Mason Mount taking over for Griezmann. The Chelsea midfielder’s place here is certainly reflective of the unique, often unsuitable role the Frenchman played in 2019/20, where he had to perform quite a bit of “midfielder” work and was not as involved in the goals as he would have liked.
Now, let us move to the next market value range – between €15 and €25 million.
- ter Stegen: Manuel Neuer (Bayern Munich)
- Alba: Oleksandr Zinchenko (Manchester City)
- Lenglet: Jonathan Tah (Bayer Leverkusen)
- Piqué: Nikola Maksimović (Napoli)
- Dest: Dodô (Shakhtar Donetsk)
- Busquets: Leandro Paredes (Paris Saint-Germain)
- Pedri: Todd Cantwell (Norwich City)
- de Jong: Boubakary Soumaré (Lille)
- Griezmann: Federico Bernardeschi (Juventus)
- Messi: Mohammed Ihattaren (PSV)
- Dembélé: Manor Solomon (Shakhtar Donetsk)
Jonathan Tah joins Edmond Tapsoba from that first lineup as Bayer Leverkusen centre-backs highlighted here. At right-back, Dest is replaced by another one of the position’s brightest young talents in the Brazilian Dodô.
Manor Solomon, another Shakhtar Donetsk youngster, comes up on the right-wing. Given the Ukrainian club’s history of smart recruitment and the number of talented players they have who seem to fit Barça moulds (attacking full-backs, possession-based midfielders, inverted wingers), it definitely looks like a good place to scout.
The Camp Nou was recently home to a great performance from Leandro Paredes, albeit for the opposition. Fellow Ligue 1 midfielder Soumaré has been attracting lots of interest from the big Premier League sides for his recent play.
Filling Messi’s spot here is PSV’s Mohammed Ihattaren. He may be unknown to some, but the teenager’s top-flight experience at a big club and callups to the Dutch national team back his ability.
Onto the next squad, which brings up some under the radar players, with the market value ranging between €5 to €15 million.
- ter Stegen: Yann Sommer (Borussia Mönchengladbach)
- Alba: Marcelo (Real Madrid)
- Lenglet: Aleksandar Dragović (Bayer Leverkusen)
- Piqué: Rick van Drongelen (Hamburger)
- Dest: Youssouf Sabaly (Bordeaux)
- Busquets: Nikola Moro (Dinamo Zagreb, now at Dynamo Moscow)
- Pedri: Maximiliano Meza (Monterrey)
- de Jong: Wendel (Zenit)
- Griezmann: Lars Stindl (Borussia Mönchengladbach)
- Messi: Josip Iličić (Atalanta)
- Dembélé: Ryan Kent (Rangers)
In goal, Yann Sommer played a big role in getting Borussia Mönchengladbach, ter Stegen’s former club, to Champions League football. On the attacking side, he is joined by his teammate, the well-rounded Lars Stindl.
Dragović becomes the third Bayer Leverkusen centre back to feature here. To his left, another big club alternative comes in for Alba and this time from Barça’s arch-rivals.
Moro (22), Wendel (23), and Kent (24) bring some younger legs to the side. Kent, in particular, has looked very impressive under the management of Steven Gerrard and is now looking to secure a league title while advancing in the Europa League.
Covering for Messi this time is another one of football’s ageing stars. While he may not have reached his peak until later in his career, Josip Iličić is making the most of it. He has put up excellent numbers across the board over the last few seasons, propelling Atalanta into Italy’s top three and the knockout stages of the Champions League.
To finish off, how about we look at a lineup of only young players? Here is the U-23 alternative eleven:
- ter Stegen: Florian Müller (Freiburg)
- Alba: Emir Karic (Rheindorf Altach)
- Lenglet: Dan-Axel Zagadou (Borussia Dortmund)
- Piqué: Flavius Daniliuc (Bayern Munich II, now at OGC Nice)
- Dest: Henry Uzochokwu (FC Midtjylland)
- Busquets: Nikola Moro (Dinamo Zagreb, now at Dynamo Moscow)
- Pedri: Delio Ramírez (Deportivo Pereira)
- de Jong: Claudio Gomes (Jong PSV, now at Manchester City U-23)
- Griezmann: Michel Vlap (Anderlecht, now at Bielefeld)
- Messi: Mohammed Ihattaren (PSV)
- Dembélé: Jadon Sancho (Borussia Dortmund)
Some familiar names present, but with no market value range, there are a few relatively unknown footballers here. Sancho, the new star on the wings at Dembélé’s former club, would undoubtedly have to shoulder a lot of responsibility if this were a serious side. However, there is some real talent here.
Flavius Daniliuc is certainly one to watch for the future. A former member of both Real Madrid and Bayern Munich’s academies, the Austrian teenager, is now getting his first taste of top-flight football with Nice.
Frenchman in midfield Claudio Gomes is another solid prospect. He came through the Paris Saint-Germain academy and has represented France at each youth age group from U-16 to U-20. Gomes has made a short appearance for the Manchester City first team in the FA Cup this season, but at 20 years old, he could be on the move soon in search of first-team football.
The potential for forward Michel Vlap to become world-class may have run out, but he is definitely a serviceable player. After reaching double figures for goals in the Eredivisie in 2018/19, then the Belgian first division in 2019/20, the Dutchman earned his move to the big five leagues.
Of course, not much deeper insight can be drawn from this. The analysis here is done almost purely on a hypothetical level, as opposed to trying to prove anything. It does reveal some interesting trends, though.
We were able to highlight how Neymar has evolved to become more Messi-like, how Bayer Leverkusen use ball-playing centre backs similar to Barça, how Shakhtar Donetsk has some intriguing talents that Barça could monitor (several others were not mentioned), and more.
It does also make fans think about having to actually replace the likes of Messi and Busquets when they move on. Who will slot in for them for real when it is time?