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Exporting countries: Brazil and France top the list

Brazil tops the list of countries with the most expatriates in 31 top division championships of UEFA member associations. France heads the table at big-5 league level. All data is available in issue number 167 of the CIES Football Observatory Weekly Post.

In total, 469 Brazilians are currently playing in the 31 leagues surveyed. France is the second biggest exporting country (312 players). Another nation with a very competitive training system ranks third: Spain (201 players). Two other associations have more than 150 expatriate footballers in the 31 top division championships analysed: Serbia (189 players) and Argentina (168).

Issue number 167 of the CIES Football Observatory Weekly Post also presents the rankings of associations exporting the most players to the five major European championships. France (116 players) outranks Brazil (114), Argentina (97), Spain (66), Belgium (48) and Switzerland (48). All these countries are in a favourable position to assemble very competitive national team squads.

Youthfulness rankings: Nordsjælland and Toulouse at the top

Issue number 166 of the CIES Football Observatory Weekly Post ranks European teams according to the average age of line-ups fielded in domestic league matches since July 1st 2016. Danish side Nordsjælland heads the table at the level of 31 top division European leagues (22.1 years), while Toulouse tops the big-5 league rankings (23.4 years).

Based in Farum, 20 km from Copenhagen, Nordsjælland was recently bought by a group of investors also involved in the running of a football academy in Ghana, Right to Dream. They are currently ranked 8th in the Danish Superliga. In the top three of the European rankings also are Lokomotiva Zagreb (CRO) and Senica (SVK).

In the top eleven positions of the big-5 league rankings are only French and German clubs. Among them notably are the two clubs currently heading the Ligue 1 and Bundesliga tables: OGC Nice (2nd) and RB Leipzig (4th). The youngest Italian team, Milan AC, is 12th. Two English Premier League clubs are in the top 20 positions of the rankings: Tottenham (15th) and Liverpool (18th).

Henceforth, the rankings will be updated every month by taking into account domestic league matches played during the six previous months. The data for the 100 top-ranked clubs at European level and the figures for all big-5 league teams are already available on the CIES Football Observatory website. Please spread the word!

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CIES Football Observatory launches official Twitter account

The CIES Football Observatory is happy in announcing the launching of its official Twitter account. @CIES_Football will allow us to share with our followers some exclusive information related to our three main research areas: football players’ labour market, transfer value estimates and technical analysis of player performance.

We warmly invite you to join us on this media and spread the word to anyone potentially interested. Thank you for informing your friends or colleagues also on the possibility to receive our news by providing a valid email address here. Your interest is the best reward for the work carried out since more than 10 years!

Squad stability: the European league rankings

Issue number 165 of the CIES Football Observatory Weekly Post analyses the stability of squads in 31 top division leagues of UEFA member associations. The championships surveyed are compared according to the percentage of players who joined the first team squad of their employer team after January 1st 2016.

The record high for new players per club was recorded in Bulgaria: 64% of squad members. At the opposite end of the table, the Austrian top division is the only league where the proportion of players present in the first team squad since less than one year is lower than one third: 31%. At big-5 league level, the figures vary between 36% in Germany and 45% in both Spain and Italy.

Southern and Eastern European leagues are over-represented among those with the most unstable squads. In eleven championships, more than half of players joined the first team squad of their employer club since less than one year. Among these leagues notably are the Portuguese (56% of new players) and Turkish ones (53%).

See also Monthly Report n° 19, Demographic Study of football in Europe

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Club-trained players: the European league rankings

The presence of club-trained footballers greatly varies throughout Europe. Issue number 164 of the CIES Football Observatory Weekly Post ranks 31 top division championships of UEFA member associations according to the percentage of club-trained players in squads.

In three countries, footballers who have been for at least three seasons between 15 and 21 years of age in their employer club account for less than 10% of squad members: Turkey (6.9%), Portugal (9.6%) and Cyprus (9.6%). At the opposite end of the table, the percentage of club-trained players is over 30% in Slovakia (31.5%) and Ukraine (30.6%).

The lowest proportion among big-5 leagues was recorded in the English Premier League: 10.0%. Since 2012, this percentage has steadily decreased to reach a record low in the current season. Conversely, in the Spanish Liga, club-trained footballers account for almost one quarter of squads: 24.1%. The multiple trophies won by Spanish clubs in European club competitions suggest that the ability to field top level players from the youth academy provides a competitive advantage over rivals.

See also Monthly Report n° 19, Demographic Study of football in Europe

Join us on Twitter: @CIES_Football

Annual census: record low for club-trained, record high for expatriates

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The annual census carried out since 2009 by the CIES Football Observatory on the profile of players active in 31 top division leagues of UEFA member associations confirms the decrease in the presence of club-trained players, the increase in that of expatriates and the growing squad instability throughout Europe. The main findings are presented in the 19th edition of the Monthly Report.

The study notably shows that the presence of club-trained players continues to decrease: from 23.0% in 2009 to 19.2% in 2016. This is the lowest value ever measured. In parallel, the level of expatriates has reached a new record in 2016: 38.7% (+3.9% since 2009). For the first time since our survey has been carried out, the percentage of expatriates is over twice that of club-trained players.

The greater international mobility of players brings with it a growing instability in squads. The average number of players recruited during the year among those present on the 1st October has increased from 9.1 in 2009 (36.7% of squads) to 10.7 in 2016 (43.9%). This is also a new record. The average length of stay of players in their employer club has never been as low as in 2016: 2.2 years.

The sample is made up of footballers present on the 1st October having played in domestic league matches during the current season or having taken part in adult championships during each of the two preceding ones. Second and third goalkeepers are taken into account even though they do not meet these criteria.

For more information, please contact us at football.observatory@cies.ch

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Clubs formateurs : Real Madrid et Ajax en tête, Barcelone et Lyon rétrogradent

La Lettre hebdomadaire n° 163 de l’Observatoire du football CIES présente le classement annuel des clubs ayant formé le plus de joueurs. Real Madrid est en tête du classement pour les footballeurs du big-5. Aux deux premières places l’an passé, Barcelone et l’Olympique Lyonnais rétrogradent. Ajax a formé le plus de joueurs évoluant dans 31 championnats de première division européens.

En accord avec la définition de l’UEFA, les clubs formateurs des joueurs sont ceux qui les ont entraînés pendant au moins trois saisons entre l’âge de 15 et 21 ans. Les classements prennent en compte les footballeurs dans l’effectif de la première équipe ayant joué en championnat jusqu’au 1er octobre de la saison en cours ou ayant disputé des rencontres dans des championnats adultes lors de chacune des deux saisons précédentes.

Club formateur de 41 joueurs actuellement dans le big-5, Real Madrid devance Barcelone (37) et Manchester United (34). Trois clubs français sont présents dans le top 10 : Lyon (29), Monaco (22) et Rennes (22). Ajax est premier au niveau des joueurs actifs dans 31 championnats de première division européens. Le club néerlandais devance le leader de 2015 Partizan Belgrade et Dinamo Zagreb.

Les classements 2016

Classement 2015 pour les joueurs du big-5

Classement 2015 pour 31 ligues de première division européennes

Suivez nous sur Twitter : @CIES_Football

Training clubs: Real Madrid and Ajax head the rankings, Barcelona downgrades

Issue number 163 of the CIES Football Observatory Weekly Post presents the annual list of the most productive training clubs. At the head of the rankings for big-5 league players is Real Madrid, while Dutch side Ajax tops the table for footballers in 31 top division European championships.

As per UEFA definition, the training clubs of players are teams having employed them for at least three seasons between the ages of 15 and 21. The list takes into account first team squad members having played in domestic league games until October 1st of the current season or in adult championships during each of the two previous ones.

Real Madrid trained the most footballers currently playing for big-5 league teams: 41. The Spanish side outranks the 2015 top-ranked team Barcelona (37) and Manchester United (34). Ajax heads the table for players in 31 top division European leagues, ahead of the 2015 top-ranked club Partizan Belgrade and Dinamo Zagreb.

2016 rankings

2015 rankings for big-5 league players

2015 rankings for 31 top division European leagues

Join us on Twitter: @CIES_Football

Age at recruitment: Real Madrid tops the table

Real Madrid squad members were on average recruited at the age of 22.5 years. This is the lowest figure at big-5 league level. Issue number 162 of the CIES Football Observatory Weekly Post presents the data for the 98 clubs from the five major European championships. German and English teams are over-represented in the top positions of the rankings.

As developed in the 18th edition of the CIES Football Observatory Monthly Report, the best clubs focus their recruitment on younger players than less competitive teams. In the top five positions of clubs whose transfer policy is the most centered on young footballers are four Champions League participating teams: Real Madrid, Leverkusen, Dortmund and Tottenham.

In the top ten positions are four German (Leipzig, Leverkusen, Dortmund, Mainz) and four English teams (Tottenham, Bournemouth, Liverpool, Manchester United). Conversely, no German club is among the ten big-5 league teams whose recruitment strategy focuses on the most seasoned players. Italian side Cagliari is at the bottom of the table.

The best clubs recruit the least players

Issue number 161 of the CIES Football Observatory Weekly Post compares big-5 league teams according to the number of players in their current squad signed after January 1st 2016. The best performing teams recruited fewer footballers than the less competitive ones. German champions Bayern Munich only signed two players.

Among the eleven least active clubs on the transfer market are seven teams competing in the UEFA Champions League: Bayern Munich, Real Madrid, Lyon, Leverkusen, Paris St-Germain, Tottenham and Atlético Madrid. Athletic Bilbao, Hertha Berlin, Manchester United and Real Sociedad also are in the top eleven positions of the rankings.

The 18th edition of the CIES Football Observatory Monthly Report presents an in-depth analysis of the recruitment policies followed by clubs from the five major European championships. The study notably highlights that the most competitive teams focus on the fee paying transfer of young players with high potential and hold on to those who perform best over the long term.

National players: English teams at the bottom of the table

Issue number 160 of the CIES Football Observatory Weekly Post presents the percentage of domestic league minutes played by national footballers since the start of the season. At the top of the table is Osasuna (97%), while Udinese is at the bottom (1%).

In the top ten rankings of the lowest figures are many competitive teams, such as Chelsea (16%), Manchester City (17%) and Arsenal (23%). In total, national footballers played less than 50% of minutes in 51 clubs out of 98. This proportion is 16 out of 20 in the English Premier League.

Everton is the only English team currently ranked in the top third of the Premier League table who fielded national players for more than half of minutes (52%). National footballers played 41% of domestic league minutes at both Real Madrid and Barcelona.

Manchester United breaks record of costliest squad

Transfer expenditure at the top of the football pyramid has significantly grown in recent years. Issue number 159 of the CIES Football Observatory Weekly Post analyses the sums spent in transfer fees by big-5 league teams to assemble their current squad. In football history, no club has invested as much as Manchester United this season to make up its roster: €718 million (+€185 million compared to last season).

The fees paid to assemble Manchester United’s squad vary from €110 million for new signing Paul Pogba to zero for a few players among whom Zlatan Ibrahimovi?. At second and third positions of the squad cost table are Real Madrid (€634 million, + €47 million with respect to 2015/16) and Manchester City (€611 million, + €78 million).

Generally speaking, the correlation between the squad cost from a transfer fee perspective and the final position in the domestic league table is very high. However, last season, Leicester City won the English Premier League title with the 17th costliest squad out of 20.
 

Two thirds of transfer expenditure benefit big-5 league clubs

The 158th CIES Football Observatory Weekly Post presents the beneficiaries of transfer investments made by big-5 league clubs. Between 2010 and 2016, roughly two thirds of the fees were paid out to other teams taking part in the five major European championships. This percentage varies between 63% in Italy and 70% in England.

Out of the €19.5 billion spent by big-5 league clubs over the seven years analysed, €12.9 billion benefited teams from the same competitions. To be able to generate considerable incomes on the transfer market, it is necessary to have sufficient economic clout and prestige to attract the best talents either young or adult.

In the current state of play, clubs without the necessary economic muscle have little chance of earning consistent amounts. A good access to dominant transfer networks is also of crucial importance. The main beneficiaries are presented in issue number 157 of the CIES Football Observatory Weekly Post.

More data and insights are available in the 17th edition of the CIES Football Observatory Monthly Report.

 

Liverpool heads the table of transfer incomes

Issue number 157 of the CIES Football Observatory Weekly Post presents the 100 teams having generated the most income from the transfer of players to big-5 league clubs since 2010. Liverpool tops the rankings with €442 million, ahead of Valencia (€432 million) and Juventus (€415 million).

The comparison with the figures on expenditure published last week shows that the transfer balance for Liverpool was negative: -€221 million (not including sales to non big-5 league clubs). However, this is a much lower net loss than for Manchester City (-€777 million), Manchester United (-€659 million) or Chelsea (-€513 million). The figures for Arsenal and Tottenham are -€279 million, respectively -€88 million.

Only nine clubs outside the big-5 league countries are in the top 50 positions for transfer incomes: Benfica (4th), Porto (5th), Ajax (30th), Sporting Lisboa (33rd), Santos (42nd), PSV Eindhoven (45th), Dinamo Zagreb (47th), Shakhtar Donetsk (49th) and São Paulo (50th).

More data and insights are available in the 17th edition of the CIES Football Observatory Monthly Report.

New transfer spending record: Manchester City tops the table

The 17th edition of the CIES Football Observatory Monthly Report analyses monetary flows related to the transfer of players within European football. Since 2010, big-5 league club investments have grown almost continually year after year to reach a new record of €4.2 billion in 2016.

Over the seven years analysed, the clubs from the five major European championships have paid €19.5 billion in transfer fees. Premier League teams have spent €7.5 billion, which accounts for 39% of total expenditure. This percentage reached 42% in 2016.

Issue number 156 of the CIES Football Observatory Weekly Post presents the table of clubs who spent the most on transfer fees since 2010 and in 2016. In both cases, Manchester City heads the rankings: €1 billion since 2010 and €231 million in 2016 (including add-ons). In the former table, Guardiola’s team outranks Chelsea (€871 million) and Manchester United (€841 million).

Best summer sales: Higuaín and Sevilla head the rankings

Issue number 155 of the Weekly Post presents the most profitable transfers of the summer from a selling club perspective. The highest gaps between fees paid (add-ons included) and amounts estimated via the CIES Football Observatory algorithm were measured for Gonzalo Higuaín at individual level (+ €23.8 million) and Sevilla FC at team level (+ €34.9 million).

Regarding Higuaín, the existence of a €90 million buy-out clause allowed Naples to cash much more money than it would have been reasonable to expect. In the top three of the best summer sales are also Eric Bailly (+ €23.5 million) and Kevin Gameiro (+ €22.5 million). Time will tell if these risky operations from a financial perspective will prove to be sportingly profitable.

Sevilla heads the club rankings ahead of Crystal Palace and Naples. The six paying fee transfers completed by the Spanish side were negotiated € 34.9 million above the aggregated value calculated through the CIES Football Observatory algorithm. Crystal Place’s second position is mainly related to the price negotiated for Yannick Bolasie’s transfer to Everton.

The 16th edition of the Monthly Report provides more details on the CIES Football Observatory approach to calculate both transfer values and probabilities of professional footballers. During the last transfer window, the correlation measured between fees estimated and paid was 80%. The ratings module on the CIES Football Observatory website presents the estimates for current big-5 league players. For more information, please contact us.

Tottenham youngest EPL team so far

While the transfer window did not yet come to an end, it is already possible to have a good idea of the profile of squads assembled by clubs. Issue number 154 of the CIES Football Observatory Big-5 Weekly Post analyses the average age per team of players fielded in domestic league games.

Up until now, the youngest team at big-5 league level is Nice: 23.3 years. In the English Premier League, the lowest value was recorded for Tottenham (25.5 years). At the opposite end of the spectrum we find Chievo in Europe (31.4 years) and Watford in England (29.8 years).

Among teams qualified for the UEFA Champions League, the average age varies from 24.5 years for Bayer Leverkusen to 29.7 years for Juventus. The second and third youngest teams are the French sides Monaco (24.9 years) and Lyon (25.2 years). All information is available here.

End of the transfer window: what happens next?

While the summer transfer window is approaching deadline, it is possible to compare predictions published in June by the CIES Football Observatory with reality. As for Gonzalo Higuaín, many players with the highest fee paying transfer probability in June have already changed club.

Among players whose transfer value on June 1st 2016 was higher than 25 million €, the most likely to be still transferred until the end of the transfer window is Alexandre Lacazette (Olympique Lyonnais). His current transfer value is around 50 million € (+ 8 million € since last June).

Also at the top of the June’s transfer probability list, Antoine Griezmann has in the meanwhile extended his contract with Atlético Madrid. This suggests that the French prodigy will not be transferred until 2017. His current transfer value is close to 130 million €.

The ratings module of the CIES Football Observatory website allows users to access the transfer values of all big-5 league players, as well as exclusive statistics on their pitch performance and career paths.

The correlation between values estimated by our algorithm and fees already paid this summer is almost 80%. This confirms the high explaining power of our exclusive approach. For more information, please contact us.

Growing success for the CIES Football Observatory

Since the start of July and the launching of the brand new player ratings service, the number of pages visited on the CIES Football Observatory website was multiplied by six. This exclusive tool notably provides the most reliable estimation of the transfer value of big-5 league players currently available on the market.

The ratings module also presents the exclusive CIES Football Observatory performance index for big-5 league players, as well as data on footballers’ career paths such as, among others, experience level compared to other players and transfer fees generated over the career.

For more information, please contact us at football.observatory@cies.ch

CIES Football Observatory launches groundbreaking player ratings tool

The CIES Football Observatory has extended its online offering by launching a ratings module with exclusive statistics on big-5 league players. The new resource includes indicators such as transfer value, pitch performance and level of experience.

Dr Raffaele Poli, head of the CIES Football Observatory, said, “this development is a crucial step towards our recognition as the global leader in the scientific assessment of the transfer value of professional footballers. The tool will allow us to further highlight the accuracy of the algorithm developed”.

All things being equal, a wealthier club will have to invest more to sign a player. As a result, the transfer values published refer to the fee corresponding to the type of team most likely to be interested in recruiting the player. The specific price per recruiter club is only available on a consultancy basis.

Users have the possibility to give their opinion by indicating if the transfer value estimated by the exclusive CIES Football Observatory algorithm is lower, equal or greater than the real market price.

The ratings module also presents the sporting level of big-5 league players by means of an index taking into account performances achieved during the last 1,000 domestic league minutes in six areas of the game: rigour, recovery, distribution, take on, chance creation and shooting.

Finally, the new service includes data on the career path of a player and notably the number of league matches played at adult level. The level of experience of each player is then compared to the average measured at the same age for big-5 league footballers of the same position.

For more information on the CIES Football Observatory, please contact us.

References

Transfer values and probabilities
Technical analysis of player performance
Spotting future stars

Euro 2016: England heads the transfer value table

According to the CIES Football Observatory exclusive algorithm, the transfer value of players in the English squad amounts to €751 million. This figures is over €500 million for four other teams: France (€697 million), Spain (€639 million), Germany (€601 million) and Belgium (€550 million). Issue number 153 of the Weekly Post presents the data for all nations.

The total transfer value of twelve participating teams out of 24 is lower than that of the most expensive player overall: Cristiano Ronaldo (€138 million). At the bottom of the table is Hungary (€30 million), ahead of Romania (€51 million), Albania (€57 million) and Slovakia (€59 million).

For more information about the approach developed by the CIES Football Observatory research group to estimate the transfer value of professional footballers, please refer to the 16th Monthly Report. Issue number 152 of the Weekly Post presents the top 100 list of the big-5 league players with the highest transfer values. A calculator for footballers in the five major European leagues is available on the CIES Football Observatory website.

The CIES Football Observatory victim of its own success

Dear subscriber,
the publication of our exclusive analysis on the transfer value of big-5 league players has generated a high level of traffic. As a consequence, the website was no more accessible. This problem is now solved (refresh the browser). We thank you for your understanding and growing interest, best regards

Raffaele Poli, head of CIES Football Observatory

Links to our website
Weekly Post with the 100 top transfer values
Monthly Report with a full explanation of our methodology
Transfer value calculator for big-5 league players

Links to media reports
ESPN
Metro
Joe
Talk Sport
Daily Mail
Pundit Arena
Croydon Guardian

Transfer values revealed: eight possible record breakers

Who are the footballers whose transfer value is above €100 million? Issue number 152 of the Weekly Post unveils the excusive CIES Football Observatory list of the 100 big-5 league players with the highest values from a transfer fee perspective. Besides Lionel Messi, seven other footballers currently have a transfer value of more than €100 million.

According to the CIES Football Observatory algorithm, the players whose transfer could be negotiated at more than €100 million are Messi, Neymar, Ronaldo, Griezmann, Kane, Martial, Suárez and Dybala. More information on the criteria taken into account and the methodology used is provided in the 16th edition of the Monthly Report.

Since 2013, the correlation between the transfer values predicted by the CIES Football Observatory’s algorithm and the fees actually paid for the recruitment of big-5 league players has been close to 80%. The strength of this correlation shows that, on one hand, the footballers’ transfer market is rational and, on the other, that its rationality has been well understood by the econometric model developed.

Per position, the most expensive players from a transfer fee standpoint are Thibault Courtois among goalkeepers (€48.4 million), David Alaba among centre backs (€48.8 million), Hector Bellerín among full backs (€55.6 million), Paul Pogba among central midfielders (€90.4 million), Eden Hazard among attacking midfielders (€78.3 million) and Lionel Messi among forwards (€211.1 million).

The 16th Monthly Report of the CIES Football Observatory also presents the big-5 league players with the highest probability to be transferred for a sum of money. Among footballers with a transfer value of more than €25 million, the most likely to change team during next summer are Gonzalo Higuaín (€60.9 million), Alexandre Lacazette (€41.5 million), Michy Batshuayi (€25.2 million), Antoine Griezmann (€120.2 million) and Romelu Lukaku (€58.1 million).

For more information, please read issue number 16 of the Monthly Report. To contact us, please write at football.observatory@cies.ch

Money league: from Leicester City to Newcastle

Issue number 151 of the CIES Football Observatory Weekly Post ranks big-5 league clubs according to the average transfer cost per player fielded. Leicester City was crowned despite the third lowest transfer expenditure at English Premier League level (€2.7 million per player). Conversely, Newcastle United could not avoid relegation despite having on average played with the 8th costliest line-up (€7.9 million per player).

In the four other major European championships, the most positive and negative gaps between the position in the transfer cost ranking and that achieved in the final table were measured for Las Palmas (+6) and Valencia (-9) in Spain; Angers (+8) and Marseille (-10) in France; Mainz (+10) and Hannover (-9) in Germany; as well as for Empoli (+7) and Palermo (-5) in Italy.

Overall, the team who fielded on average the most expensive line-up was Real Madrid (€32.2 million per player), followed by Manchester City (€27.5 million), Paris St-Germain (€27.0 million), Manchester United (€26.8 million) and Barcelona (€23.7 million). Champions League finalist Atlético Madrid ranks only 13th (€8.8 million).

Best players in attacking positions: David Silva and Messi top the tables

David Silva heads the CIES Football Observatory table of the best performing big-5 league attacking midfielders. Manchester City’s Spaniard outranks Mesut Özil (Arsenal) and Henrik Mkhitaryan (Dortmund). In the top three positions for forwards are Lionel Messi (Barcelona), Zlatan Ibrahimovi? (Paris St-Germain) and Neymar (Barcelona). Issue number 150 of the Weekly Post presents the top 10 for both positions.

Following the CIES Football Observatory statistical approach, six English Premier League players are to be found among the ten best performing attacking midfielders of the season. However, only Adam Lallana is eligible for the Three Lions team. The best ranked EPL footballer among forwards, Alexis Sánchez, is only 14th. Cristiano Ronaldo is sixth behind the youngest footballer listed: Paulo Dybala (Juventus, 22 years).

The rankings are established according to six Key Performance Indicators (KPIs), among which take on, chance creation and shooting (see table). More information is available in the 15th edition of the CIES Football Observatory Monthly Report. The study includes the rankings of players who out-performed the most their teammates, both per position and area of the game. This is particularly useful to unveil the potential of relatively unknown footballers

Last but not least, we also kindly invite you to visite our brand new version of our website.

Best big-5 league midfielders: Moussa Dembélé stands out

According to the CIES Football Observatory analysis, Leicester City’s N’Golo Kanté is the best performing English Premier League defensive midfielder of the 2015/16 season. The French is the only EPL player in the top 10 positions. This figure is three at box-to-box midfielder level: Moussa Dembélé (Tottenham, 1st), Dele Alli (Tottenham, 4th) and Yaya Touré (Manchester City, 5th). Paul Pogba (Juventus) ranks 6th. Only footballers who played at least 60% of domestic league minutes are included.

The youngest players in the top 10 lists are Julian Weigl (Dortmund) among defensive midfielders and Dele Alli among box-to-box ones. Both players are only aged 20. The list also features 21-year-old Saúl Ñíguez. Atlético Madrid’s rising star ranks third among box-to-box midfielders of the Spanish Liga behind two great champions: World Cup winners Toni Kroos (Real Madrid) and Andrés Iniesta (Barcelona).

Best defenders: Hummels and Filipe Luís head the rankings

The analysis is based on the statistics of players in six areas of the game, weighted according to their importance per position (see table). Two Key Performance Indicators (KPIs) are crucial for defenders: rigour and recovery. The former area defines the ability to minimise opponents’ chances through robust duelling. The latter highlights proficient interception work. Only players fielded for at least 60% of minutes are included in the rankings.

According to our approach, the best performing full back over the 2015/16 English Premier League season was Aleksandar Kolarov (Manchester City). The Serbian is the only EPL player in the top 10 positions. Besides Nicolás Otamendi, Mamadou Sakho (Liverpool) is 10th among centre backs. The youngest footballers in the lists are Ricardo Pereira (Nice, on loan from Porto) for full backs (4th) and Samuel Umtiti (Lyon) for centre backs (9th). They are both aged 22.

Manuel Neuer best big-5 league goalkeeper of the season

According to our analysis, the best performing English Premier League goalkeeper is Hugo Lloris. Tottenham player only conceded 0.8 goals per match (0.5 for Manuel Neuer) and saved 73.9% of shots (78.8% for Manuel Neuer). The highest percentage of saves overall was recorded for Paris St-Germain goalkeeper Kevin Trapp: 80.6%. He is the only player with a percentage of saves greater than 80%.

The least performing goalkeeper both at Premier League and big-5 league level is Brad Guzan (Aston Villa). The American conceded 2 goals per match on average. His percentage of saves was 59.5%. Throughout the season, he won only the first game played on August 8th 2015 against Bournemouth. After this game, his team drew 5 matches and lost the remaining 22 in which Guzan participated.

In the next three Weekly Posts, we will present the rankings for six outfield positions: centre backs, full backs, defensive midfielders, box-to-box midfielders, attacking midfielders and forwards. For more information, please contact us at football.observatory@cies.ch

Long balls: Leicester 1st in England and 3rd in Europe

Only in two big-5 league clubs out of 98, the percentage of long balls compared to total passes is higher than at Leicester: Darmstadt (10.7%) and Ingolstadt (7.8%). The highest figures in the three remaining big-5 leagues were recorded at Eibar (6.6%), Frosinone (6.3%) and Bastia (6.2%). At the opposite end of the spectrum are Paris St-Germain and Bayern Munich (both 1.1%), Barcelona (1.4%), Juventus (1.6%) and Manchester City (2.4%).

The average percentage of long balls for Champions League semi-finalists is 2.1%. At league level, this percentage varies between 3.8% in Italy and 4.6% in Germany. The figures in England and Spain (4.4%) are slightly greater than that observed in France (4.1%). In absolute terms, Deportivo La Coruña had the most recourse to long balls (851, two more than Leicester), while Bayern Munich the least (246).

For more information, please contact us at football.observatory@cies.ch.

Most likely future internationals: Nathan Redmond & co

While the English national A-team is among the youngest at worldwide level, the number of eligible U23 players in the big-5 leagues with a higher experience capital than that of current Three Lions internationals at the same age is only five. This figure is much greater for the other nations hosting the five biggest European leagues: 30 for France, 22 for Spain, 18 for Italy and 17 for Germany. This finding both reflects the restricted talent pool available to England’s manager Roy Hodgson and the high experience level of current English full internationals.

The full list of the 92 most likely future English, Spanish, German, French and Italian full internationals is available here.

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