| Matches by round |
| 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 |
| Match list: | By round By date Latest | Player stats: | Cards All players |
| R | Date | Home | Score | Away | HT | >2.5 | HT | FT | |
| 1 | 8/11/2019 | Newcastle | 0 - 1 | Arsenal | 0-0 | No | X | 2 | |
| 2 | 8/17/2019 | Arsenal | 2 - 1 | Burnley | 1-1 | Yes | X | 1 | |
| 3 | 8/24/2019 | Liverpool | 3 - 1 | Arsenal | 1-0 | Yes | 1 | 1 | |
| 4 | 9/1/2019 | Arsenal | 2 - 2 | Tottenham | 1-2 | Yes | 2 | X | |
| 5 | 9/15/2019 | Watford | 2 - 2 | Arsenal | 0-2 | Yes | 2 | X | |
| 6 | 9/22/2019 | Arsenal | 3 - 2 | Aston Villa | 0-1 | Yes | 2 | 1 | |
| 7 | 9/30/2019 | Manchester Utd | 1 - 1 | Arsenal | 1-0 | No | 1 | X | |
| 8 | 10/6/2019 | Arsenal | 1 - 0 | Bournemouth | 1-0 | No | 1 | 1 | |
| 9 | 10/21/2019 | Sheffield Utd | 1 - 0 | Arsenal | 1-0 | No | 1 | 1 | |
| 10 | 10/27/2019 | Arsenal | 2 - 2 | Crystal Palace | 2-1 | Yes | 1 | X | |
| 11 | 11/2/2019 | Arsenal | 1 - 1 | Wolverhampton | 1-0 | No | 1 | X | |
| 12 | 11/9/2019 | Leicester City | 2 - 0 | Arsenal | 0-0 | No | X | 1 | |
| 13 | 11/23/2019 | Arsenal | 2 - 2 | Southampton | 1-1 | Yes | X | X | |
| 14 | 12/1/2019 | Norwich | 2 - 2 | Arsenal | 2-1 | Yes | 1 | X | |
| 15 | 12/5/2019 | Arsenal | 1 - 2 | Brighton | 0-1 | Yes | 2 | 2 | |
| 16 | 12/9/2019 | West Ham | 1 - 3 | Arsenal | 1-0 | Yes | 1 | 2 | |
| 17 | 12/15/2019 | Arsenal | 0 - 3 | Manchester City | 0-3 | Yes | 2 | 2 | |
| 18 | 12/21/2019 | Everton | 0 - 0 | Arsenal | 0-0 | No | X | X | |
| 19 | 12/26/2019 | Bournemouth | 1 - 1 | Arsenal | 1-0 | No | 1 | X | |
| 20 | 12/29/2019 | Arsenal | 1 - 2 | Chelsea | 1-0 | Yes | 1 | 2 | |
| 21 | 1/1/2020 | Arsenal | 2 - 0 | Manchester Utd | 2-0 | No | 1 | 1 | |
| 22 | 1/11/2020 | Crystal Palace | 1 - 1 | Arsenal | 0-1 | No | 2 | X | |
| 23 | 1/18/2020 | Arsenal | 1 - 1 | Sheffield Utd | 1-0 | No | 1 | X | |
| 24 | 1/21/2020 | Chelsea | 2 - 2 | Arsenal | 1-0 | Yes | 1 | X | |
| 25 | 2/2/2020 | Burnley | 0 - 0 | Arsenal | 0-0 | No | X | X | |
| 26 | 2/16/2020 | Arsenal | 4 - 0 | Newcastle | 0-0 | Yes | X | 1 | |
| 27 | 2/23/2020 | Arsenal | 3 - 2 | Everton | 2-2 | Yes | X | 1 | |
| 29 | 3/7/2020 | Arsenal | 1 - 0 | West Ham | 0-0 | No | X | 1 | |
| 28 | 6/17/2020 | Manchester City | 3 - 0 | Arsenal | 1-0 | Yes | 1 | 1 | |
| 30 | 6/20/2020 | Brighton | 2 - 1 | Arsenal | 0-0 | Yes | X | 1 | |
| 31 | 6/25/2020 | Southampton | 0 - 2 | Arsenal | 0-1 | No | 2 | 2 | |
| 32 | 7/1/2020 | Arsenal | 4 - 0 | Norwich | 2-0 | Yes | 1 | 1 | |
| 33 | 7/4/2020 | Wolverhampton | 0 - 2 | Arsenal | 0-1 | No | 2 | 2 | |
| 34 | 7/7/2020 | Arsenal | 1 - 1 | Leicester City | 1-0 | No | 1 | X | |
| 35 | 7/12/2020 | Tottenham | 2 - 1 | Arsenal | 1-1 | Yes | X | 1 | |
| 36 | 7/15/2020 | Arsenal | 2 - 1 | Liverpool | 2-1 | Yes | 1 | 1 | |
| 37 | 7/21/2020 | Aston Villa | 1 - 0 | Arsenal | 1-0 | No | 1 | 1 | |
| 38 | 7/26/2020 | Arsenal | 3 - 2 | Watford | 3-1 | Yes | 1 | 1 |