Comparisons of ball possession, match running performance, player prominence and team network properties according to match outcome and playing formation during the 2018 FIFA World Cup

1. Aquino, R.
2. Machado, J.C.
3. Manuel Clemente, F.
4. Praça, G.M.
5. Gonçalves, L.G.C.
6. Melli-Neto, B.
7. Ferrari, J.V.S.
8. Vieira, L.H.P.
9. Puggina, E.F.
10. Carling, C.