Jimmy Floyd Hasselbaink and Thierry Henry were tied for tallying the most non-penalty goals in the Premier League in 2001-02, with 20 non-penalty goals.
| NAME | NPG | SEASON | CLUB | Rating | M | MIN | START | G | G/M | A | G+A | PK | FK | SH | SOT | WOOD | TCH | TCH-BOX | OFF | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 |  | J. Floyd Hasselbaink | 20 | 2001-02 | 35 | 3,071 | 35 | 23 | 0.66 | 6 | 29 | 3 | |||||||||
| 2 |  | T. Henry | 20 | 2001-02 | 33 | 2,775 | 31 | 24 | 0.73 | 5 | 29 | 4 | |||||||||
| 3 |  | R. van Nistelrooy | 19 | 2001-02 | 32 | 2,555 | 29 | 23 | 0.72 | 4 | 27 | 4 | |||||||||
| 4 |  | A. Shearer | 18 | 2001-02 | 37 | 3,221 | 36 | 23 | 0.62 | 4 | 27 | 5 | |||||||||
| 5 |  | M. Owen | 18 | 2001-02 | 29 | 2,230 | 25 | 19 | 0.66 | 1 | 20 | 1 | |||||||||
| 6 |  | O. Gunnar Solskjær | 17 | 2001-02 | 30 | 2,062 | 23 | 17 | 0.57 | 9 | 26 | 0 | |||||||||
| 7 |  | R. Fowler | 15 | 2001-02 | Total | 32 | 2,522 | 30 | 15 | 0.47 | 4 | 19 | 0 | ||||||||
| 8 |  | A. Cole | 13 | 2001-02 | Total | 26 | 1,987 | 22 | 13 | 0.50 | 5 | 18 | 0 | ||||||||
| 9 | | E. Guðjohnsen | 13 | 2001-02 | 32 | 2,184 | 26 | 14 | 0.44 | 6 | 20 | 1 | |||||||||
| 10 | | D. Vassell | 12 | 2001-02 | 36 | 2,616 | 30 | 12 | 0.33 | 2 | 14 | 0 | |||||||||
| 11 | | F. Ljungberg | 12 | 2001-02 | 25 | 1,915 | 24 | 12 | 0.48 | 4 | 16 | 0 | |||||||||
| 12 | | M. Pahars | 12 | 2001-02 | 36 | 2,754 | 33 | 14 | 0.39 | 4 | 18 | 2 | |||||||||
| 13 | | M. Ricketts | 12 | 2001-02 | 37 | 2,462 | 26 | 12 | 0.32 | 2 | 14 | 0 | |||||||||
| 14 | | F. Kanouté | 11 | 2001-02 | 27 | 2,215 | 27 | 11 | 0.41 | 3 | 14 | 0 | |||||||||
| 15 | | J. Euell | 11 | 2001-02 | 36 | 2,849 | 31 | 11 | 0.31 | 3 | 14 | 0 | |||||||||
| 16 | | M. Viduka | 11 | 2001-02 | 33 | 2,969 | 33 | 11 | 0.33 | 7 | 18 | 0 | |||||||||
| 17 | | C. Bellamy | 10 | 2001-02 | 27 | 2,315 | 26 | 10 | 0.37 | 4 | 14 | 0 | |||||||||
| 18 |  | D. Beckham | 10 | 2001-02 | 28 | 2,127 | 23 | 11 | 0.39 | 8 | 19 | 1 | |||||||||
| 19 | | J. Beattie | 10 | 2001-02 | 28 | 2,134 | 24 | 12 | 0.43 | 4 | 16 | 2 | |||||||||
| 20 |  | J. Defoe | 10 | 2001-02 | 35 | 1,619 | 14 | 10 | 0.29 | 0 | 10 | 0 | |||||||||
| 21 | | J. Ángel | 10 | 2001-02 | 29 | 2,138 | 26 | 12 | 0.41 | 3 | 15 | 2 | |||||||||
| 22 | | K. Phillips | 10 | 2001-02 | 37 | 3,244 | 37 | 11 | 0.30 | 4 | 15 | 1 | |||||||||
| 23 | | M. Jansen | 10 | 2001-02 | 35 | 2,952 | 34 | 10 | 0.29 | 5 | 15 | 0 | |||||||||
| 24 | | S. Wiltord | 10 | 2001-02 | 33 | 2,043 | 23 | 10 | 0.30 | 7 | 17 | 0 | |||||||||
| 25 | | G. Poyet | 10 | 2001-02 | 34 | 2,821 | 32 | 10 | 0.29 | 4 | 14 | 0 | |||||||||
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9 | 5 | 2 | 2 | 1 | 0 | 8 | |
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| Premier League | M | W | D | L | GD | PTS | |
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| 1 | 5 | 5 | 0 | 0 | 8 | 15 | |
| 2 | 5 | 4 | 0 | 1 | 4 | 12 | |
| 3 | 5 | 3 | 1 | 1 | 11 | 10 | |
| 4 | 5 | 2 | 3 | 0 | 6 | 9 | |
| 5 | 5 | 2 | 3 | 0 | 4 | 9 | |
| 6 | 5 | 2 | 3 | 0 | 3 | 9 | |
| 7 | 5 | 2 | 3 | 0 | 3 | 9 | |
| 8 | 5 | 2 | 2 | 1 | 2 | 8 | |
| 9 | 5 | 2 | 2 | 1 | 0 | 8 | |
| 10 | 5 | 2 | 1 | 2 | -2 | 7 | |
| 11 | 5 | 2 | 0 | 3 | -4 | 6 | |
| 12 | 5 | 1 | 2 | 2 | 0 | 5 | |
| 13 | 5 | 1 | 2 | 2 | -1 | 5 | |
| 14 | 5 | 1 | 1 | 3 | -4 | 4 | |
| 15 | 5 | 1 | 1 | 3 | -5 | 4 | |
| 16 | 5 | 1 | 1 | 3 | -5 | 4 | |
| 17 | 5 | 0 | 3 | 2 | -2 | 3 | |
| 18 | 5 | 1 | 0 | 4 | -9 | 3 | |
| 19 | 5 | 0 | 2 | 3 | -3 | 2 | |
| 20 | 5 | 0 | 2 | 3 | -6 | 2 |
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