Harry Kane has become the world most expensive player from a transfer value perspective according to the exclusive CIES Football Observatory algorithm. Following his new outstanding season, the Englishman is now worth €201.2 million. Tottenham’s striker outranks two Paris St-Germain’s players: Neymar (€197.5 m) and Kylian Mbappé (€186.5 m). The top 100 list for big-5 league footballers is available in issue number 230 of the Weekly Post.

In the top ten positions are players from six countries: England (Kane and Alli), Belgium (de Bruyne and Lukaku), Argentina (Messi and Dybala), France (Mbappé and Griezmann), Brazil (Neymar) and Egypt (Salah). With 16 players, France is the most represented country in the top 100. Cristiano Ronaldo (24th, €103.4 m) is the oldest footballer listed, while Gianluigi Donnarumma (73th, €67.5 m) is the youngest one.

The highest estimated values per position were recorded for Ederson Moraes (goalkeepers, €104.6 m), Samuel Umtiti (centre backs, €111.5 m), Kyle Walker (full backs, 89.8 m), Saúl Ñíguez (defensive midfielders, €100.5 m), Kevin de Bruyne (box-to-box midfielders, €167.2 m), Dele Alli (attacking midfielders, €171.0 m), Neymar (wingers, €197.5 m) and Harry Kane (centre forwards, €201.2 m). More information on the CIES Football Observatory algorithm is available here.

The five major European championships ended. Issue number 229 of the CIES Football Observatory Weekly Post compares the final rank for each team with its position in a virtual table elaborated on the basis of a production index. The latter takes into account three key performance indicators (data from InStat): shots conceded or attempted from the box, as well as the percentage of possession.

Three out of the five champions also were the most productive teams: Bayern Munich (+94% compared to the Bundesliga club average), Paris St-Germain (+84%) and Manchester City (+82%). In Spain, third-ranked Real Madrid (+61%) had a higher production index than Barcelona (+52%). In Italy, runners-up Napoli (+59%) outranked Juventus (+38%).

The most positive gaps per league between the position in real table and that in the pitch production ranking were measured for Burnley (+11), Villarreal (+7), Amiens (+7), Hertha Berlin (+6) and Chievo (+5). The most negative differences were recorded for Southampton (-10), Athletic Club (-11), Caien (-5), Hamburger (-6) and Benevento (-6). The analysis for more European leagues are published on Twitter through the CIES Football Observatory account.

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Issue number 228 of the CIES Football Observatory Weekly Post analysed InStat data to unveil teams having scored the most goals within ten seconds from free kicks per domestic league minute played this season. Fresh Swiss champions Young Boys scored a goal from these situations every 277 minutes. This is the best value measured for the 31 European competitions included in the study.

Girona (318 minutes) tops the big-5 league table ahead of Italian champions Juventus (354 minutes) and Schalke 04 (360 minutes). However, the most positive gap between goals scored (8) and conceded (1) from free kicks situations was recorded for Spanish champions Barcelona (+7). Tottenham and Stade Rennais (both +6) rank second. Only Arsenal and Werder Bremen did not concede goals within ten seconds from free kicks.

Heidenheim (322 minutes) heads the table for second division leagues of countries hosting the five major European championships. The German team outranks Oviedo (341 minutes) and Queens Park Rangers (346 minutes). Young Boys is ahead Xanthi and Göztepe for countries between the 6th and 15th position in the UEFA rankings, while Radni?ki Niš tops the table for less performing leagues.

Issue number 227 of the CIES Football Observatory Weekly Post ranks footballers having played at least 1,800 big-5 league minutes over the season (1,440 for Germany) according to their performance level. Lionel Messi heads the table ahead of David Silva and Paulo Dybala. Six Manchester City players are in the top 10 list.

Robert Lewandowski ranks the table for German Bundesliga players (10th overall), while Edinson Cavani heads the French Ligue 1 rankings (21th overall). Per position, the best-ranked footballers are Marc-André ter Stegen for goalkeepers, Nicolás Otamendi for defenders, David Silva for midfielders and Lionel Messi for forwards. The methodology used is available in this research note.

The English Premier League is the most represented competition in the top 100 positions (30 footballers), while Bayern Munich is the most represented club (11 players). In total, 26 teams have at least one squad member in the top 100 list. The youngest footballers are Kylian Mbappé, Houssem Aouar, Malcom Filipe, Tanguy Ndombélé, Davinson Sánchez and Leroy Sané.

The last CIES Football Observatory study analyses the presence of expatriate players in the world. With 1,236 representatives abroad, Brazil is at top the table (+42 compared to 2017). France (821, +45) overtook Argentina (760, -26) as the second biggest exporter. The top 50 list is available in the 35th edition of the Monthly Report.

Brazilians are present in a record number of 78 associations out of the 93 covered by the study. The international path with the most expatriates involved goes from Brazil to Portugal. On the 1st of May 2018, 240 players from Brazil were playing in Portugal at professional adult level. The main destination for the French is England (99 players), while that of the Argentineans is Chile (106).

If we take population into account, the highest rate of expatriates per million of inhabitants was recorded for Iceland (180). This figure is above 100 only for one other association: Montenegro (134). It is also very high for double world champions Uruguay (96) and Croatia (80). In total, expatriates account for 21.2% of squads. This is 1.2% more than on the 1st of May 2017.