PSM Makassar 2017





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Football Metadata Analysis



 
WINNING PLAYERS
  
MINUTES
  
MATCHES
 

 
1. Rivki Mokodompit
13
2. Hamka Hamzah
12
3. Steven Paulle
12
4. Muhammad Rachmat
12
5. Wiljan Pluim
11
6. Muhammad Arfan
10
7. Marc Klok
10
8. Reva Adi
09
9. Zulham Zamrun
09
10. Ferdinand Sinaga
08
11. Titus Bonai
08
12. Zulkifli Syukur
07
13. Rizky Pellu
07
14. Wasyiat Hasbulla
06
15. Pavel Puryshkin
06
16. Hendra Wijaya
06
17. Ridwan Tawainella
05
18. Syamsul Chaeruddin
04
19. Romario Rumpaisum
03
20. Ghozali Siregar
03
21. Reinaldo Costa
03
22. Asnawi Bahar
02
23. Nurhidayat Haris
01
24. Fathul Rahman
01
25. Rashyid Bakri
01
26. Deny Marsel
01
27. Syaiful
00
28. Ardan Aras
-01
29. Muhammad Syafei
-01
30. Andri Amru
-01
  
1. Wiljan Pluim
2879
2. Hamka Hamzah
2700
3. Zulkifli Syukur
2603
4. Marc Klok
2486
5. Steven Paulle
2400
6. Rivki Mokodompit
2216
7. Reva Adi
2056
8. Muhammad Rachmat
1968
9. Ferdinand Sinaga
1821
10. Muhammad Arfan
1528
11. Rizky Pellu
1417
12. Reinaldo Costa
1370
13. Wasyiat Hasbulla
1090
14. Zulham Zamrun
0924
15. Titus Bonai
0909
16. Pavel Puryshkin
0766
17. Syaiful
0746
18. Ardan Aras
0664
19. Ghozali Siregar
0591
20. Hendra Wijaya
0580
21. Asnawi Bahar
0489
22. Ridwan Tawainella
0368
23. Syamsul Chaeruddin
0320
24. Fathul Rahman
0310
25. Romario Rumpaisum
0284
26. Muhammad Syafei
0140
27. Nurhidayat Haris
0099
28. Andri Amru
0026
29. Rashyid Bakri
0016
30. Deny Marsel
0008
  
1. Wiljan Pluim
32
2. Muhammad Rachmat
32
3. Hamka Hamzah
30
4. Zulkifli Syukur
29
5. Muhammad Arfan
28
6. Marc Klok
28
7. Steven Paulle
27
8. Ferdinand Sinaga
27
9. Rivki Mokodompit
25
10. Reva Adi
24
11. Rizky Pellu
23
12. Titus Bonai
22
13. Reinaldo Costa
17
14. Zulham Zamrun
16
15. Wasyiat Hasbulla
15
16. Ghozali Siregar
14
17. Ridwan Tawainella
13
18. Pavel Puryshkin
13
19. Hendra Wijaya
11
20. Ardan Aras
10
21. Asnawi Bahar
09
22. Syaiful
09
23. Romario Rumpaisum
06
24. Syamsul Chaeruddin
06
25. Fathul Rahman
04
26. Muhammad Syafei
03
27. Nurhidayat Haris
02
28. Andri Amru
01
29. Rashyid Bakri
01
30. Deny Marsel
01
 


 
GOALS
  
YELLOW CARDS
  
RED CARDS
 

 
1. Wiljan Pluim
12
2. Ferdinand Sinaga
12
3. Reinaldo Costa
10
4. Hamka Hamzah
05
5. Zulham Zamrun
05
6. Marc Klok
04
7. Pavel Puryshkin
04
8. Muhammad Rachmat
04
9. Titus Bonai
03
10. Steven Paulle
02
11. Rizky Pellu
02
12. Zulkifli Syukur
01
13. Romario Rumpaisum
01
14. Ridwan Tawainella
01
15. Syamsul Chaeruddin
01
  
1. Marc Klok
08
2. Rizky Pellu
08
3. Wiljan Pluim
06
4. Muhammad Arfan
06
5. Steven Paulle
06
6. Zulkifli Syukur
05
7. Reva Adi
04
8. Hamka Hamzah
03
9. Asnawi Bahar
03
10. Pavel Puryshkin
03
11. Ferdinand Sinaga
03
12. Titus Bonai
03
13. Ridwan Tawainella
02
14. Wasyiat Hasbulla
02
15. Ghozali Siregar
02
16. Syamsul Chaeruddin
02
17. Syaiful
01
18. Fathul Rahman
01
19. Reinaldo Costa
01
20. Zulham Zamrun
01
21. Rivki Mokodompit
01
22. Ardan Aras
01
  
1. Zulkifli Syukur
01
2. Reva Adi
01
3. Asnawi Bahar
01
4. Marc Klok
01
 


 
YEAR OF BIRTH
  
UNDERRATED PLAYERS
  
PERSPECTIVE PLAYERS
 

 
1. Deny Marsel
1983
2. Syamsul Chaeruddin
1983
3. Ardan Aras
1984
4. Reinaldo Costa
1984
5. Fathul Rahman
1984
6. Hamka Hamzah
1984
7. Zulkifli Syukur
1984
8. Steven Paulle
1986
9. Muhammad Rachmat
1988
10. Rivki Mokodompit
1988
11. Zulham Zamrun
1988
12. Ferdinand Sinaga
1988
13. Pavel Puryshkin
1988
14. Hendra Wijaya
1989
15. Titus Bonai
1989
16. Wiljan Pluim
1989
17. Rashyid Bakri
1991
18. Rizky Pellu
1992
19. Ghozali Siregar
1992
20. Marc Klok
1993
21. Syaiful
1993
22. Wasyiat Hasbulla
1994
23. Andri Amru
1994
24. Ridwan Tawainella
1995
25. Romario Rumpaisum
1995
26. Reva Adi
1997
27. Asnawi Bahar
1999
  
1. Romario Rumpaisum
-06
2. Ridwan Tawainella
-05
3. Zulham Zamrun
-05
4. Syamsul Chaeruddin
-05
5. Rivki Mokodompit
-05
6. Nurhidayat Haris
-04
7. Muhammad Arfan
-04
8. Rashyid Bakri
-04
9. Titus Bonai
-04
10. Deny Marsel
-04
11. Muhammad Rachmat
-04
12. Hendra Wijaya
-04
13. Steven Paulle
-02
14. Pavel Puryshkin
-01
15. Fathul Rahman
00
16. Hamka Hamzah
00
17. Ferdinand Sinaga
01
18. Ghozali Siregar
01
19. Wasyiat Hasbulla
01
20. Asnawi Bahar
01
21. Reva Adi
01
22. Rizky Pellu
02
23. Andri Amru
02
24. Marc Klok
03
25. Muhammad Syafei
03
26. Wiljan Pluim
04
27. Reinaldo Costa
09
28. Zulkifli Syukur
09
29. Ardan Aras
10
30. Syaiful
10
  
1. Reva Adi
19
2. Marc Klok
16
3. Wiljan Pluim
15
4. Wasyiat Hasbulla
09
5. Rizky Pellu
07
6. Asnawi Bahar
06
7. Zulkifli Syukur
04
8. Hamka Hamzah
04
9. Syaiful
04
10. Rivki Mokodompit
04
11. Steven Paulle
03
12. Ferdinand Sinaga
03
13. Ridwan Tawainella
02
14. Muhammad Rachmat
01
15. Romario Rumpaisum
00
16. Ghozali Siregar
00
17. Titus Bonai
00
18. Zulham Zamrun
-03
19. Pavel Puryshkin
-03
20. Andri Amru
-05
21. Hendra Wijaya
-06
22. Reinaldo Costa
-08
23. Rashyid Bakri
-12
24. Ardan Aras
-15
25. Fathul Rahman
-19
26. Syamsul Chaeruddin
-21
27. Deny Marsel
-29
 
















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