| 01/09/2019 | Home | Richarlison | Wolverhampton Wanderers FC | 5 | 0-0 → 1-0 | 0.26 | 0.26 | 0.58 | Moise Kean |
| 01/09/2019 | Home | Alex Iwobi | Wolverhampton Wanderers FC | 12 | 1-1 → 2-1 | 0.26 | 0.33 | 0.40 | Gylfi Sigurðsson |
| 01/09/2019 | Home | Richarlison | Wolverhampton Wanderers FC | 80 | 2-2 → 3-2 | 0.48 | 0.08 | 0.47 | Lucas Digne |
| 15/09/2019 | Away | Dominic Calvert-Lewin | AFC Bournemouth | 44 | 1-0 → 1-1 | 0.26 | 0.45 | 0.80 | Richarlison |
| 28/09/2019 | Home | Dominic Calvert-Lewin | Manchester City FC | 33 | 0-1 → 1-1 | 0.26 | 0.98 | 0.98 | Séamus Coleman |
| 19/10/2019 | Home | Bernard | West Ham United FC | 17 | 0-0 → 1-0 | 0.25 | 0.49 | 0.59 | Theo Walcott |
| 19/10/2019 | Home | Gylfi Sigurðsson | West Ham United FC | 92 | 1-0 → 2-0 | 0.02 | 0.05 | 0.35 | Richarlison |
| 26/10/2019 | Away | Adam Webster (OG) | Brighton & Hove Albion FC | 20 | 1-0 → 1-1 | 0.24 | - | - | - |
| 26/10/2019 | Away | Dominic Calvert-Lewin | Brighton & Hove Albion FC | 74 | 1-1 → 1-2 | 0.45 | 0.27 | 0.29 | Mason Holgate |
| 03/11/2019 | Home | Cenk Tosun | Tottenham Hotspur FC | 97 | 0-1 → 1-1 | 0.33 | 0.31 | 0.67 | Lucas Digne |
| 09/11/2019 | Away | Tom Davies | Southampton FC | 4 | 0-0 → 0-1 | 0.25 | 0.16 | 0.20 | Mason Holgate |
| 09/11/2019 | Away | Richarlison | Southampton FC | 75 | 1-1 → 1-2 | 0.46 | 0.34 | 0.40 | Djibril Sidibé |
| 01/12/2019 | Away | Richarlison | Leicester City FC | 23 | 0-0 → 0-1 | 0.27 | 0.27 | 0.41 | Djibril Sidibé |
| 04/12/2019 | Away | Michael Keane | Liverpool FC | 21 | 2-0 → 2-1 | 0.05 | 0.29 | 0.22 | - |
| 04/12/2019 | Away | Richarlison | Liverpool FC | 48 | 4-1 → 4-2 | 0.06 | 0.32 | 0.63 | Bernard |
| 07/12/2019 | Home | Richarlison | Chelsea FC | 5 | 0-0 → 1-0 | 0.26 | 0.51 | 0.83 | Djibril Sidibé |
| 07/12/2019 | Home | Dominic Calvert-Lewin | Chelsea FC | 49 | 1-0 → 2-0 | 0.16 | 0.34 | 0.65 | - |
| 07/12/2019 | Home | Dominic Calvert-Lewin | Chelsea FC | 84 | 2-1 → 3-1 | 0.07 | 0.41 | 0.64 | - |
| 15/12/2019 | Away | Victor Lindelöf (OG) | Manchester United FC | 36 | 0-0 → 0-1 | 0.29 | - | - | - |
| 26/12/2019 | Home | Dominic Calvert-Lewin | Burnley FC | 80 | 0-0 → 1-0 | 0.48 | 0.04 | 0.56 | Djibril Sidibé |
| 28/12/2019 | Away | Dominic Calvert-Lewin | Newcastle United FC | 13 | 0-0 → 0-1 | 0.26 | 0.26 | 0.59 | - |
| 28/12/2019 | Away | Dominic Calvert-Lewin | Newcastle United FC | 64 | 1-1 → 1-2 | 0.39 | 0.82 | 0.98 | Richarlison |
| 01/01/2020 | Away | Richarlison | Manchester City FC | 71 | 2-0 → 2-1 | 0.09 | 0.72 | 0.91 | - |
| 11/01/2020 | Home | Richarlison | Brighton & Hove Albion FC | 38 | 0-0 → 1-0 | 0.29 | 0.13 | 0.64 | Lucas Digne |
| 18/01/2020 | Away | Dominic Calvert-Lewin | West Ham United FC | 44 | 1-0 → 1-1 | 0.26 | 0.18 | 0.50 | Mason Holgate |
| 21/01/2020 | Home | Moise Kean | Newcastle United FC | 30 | 0-0 → 1-0 | 0.29 | 0.36 | 0.24 | Bernard |
| 21/01/2020 | Home | Dominic Calvert-Lewin | Newcastle United FC | 54 | 1-0 → 2-0 | 0.15 | 0.35 | 0.89 | Lucas Digne |
| 01/02/2020 | Away | Yerry Mina | Watford FC | 46 | 2-0 → 2-1 | 0.15 | 0.93 | 0.97 | - |
| 01/02/2020 | Away | Yerry Mina | Watford FC | 49 | 2-1 → 2-2 | 0.26 | 0.08 | 0.38 | Gylfi Sigurðsson |
| 01/02/2020 | Away | Theo Walcott | Watford FC | 90 | 2-2 → 2-3 | 0.61 | 0.54 | 0.68 | Moise Kean |
| 08/02/2020 | Home | Bernard | Crystal Palace FC | 18 | 0-0 → 1-0 | 0.26 | 0.35 | 0.32 | Theo Walcott |
| 08/02/2020 | Home | Richarlison | Crystal Palace FC | 58 | 1-1 → 2-1 | 0.36 | 0.09 | 0.53 | Dominic Calvert-Lewin |
| 08/02/2020 | Home | Dominic Calvert-Lewin | Crystal Palace FC | 88 | 2-1 → 3-1 | 0.04 | 0.63 | 0.86 | - |
| 23/02/2020 | Away | Dominic Calvert-Lewin | Arsenal FC | 1 | 0-0 → 0-1 | 0.28 | 0.20 | 0.52 | - |
| 23/02/2020 | Away | Richarlison | Arsenal FC | 49 | 2-1 → 2-2 | 0.26 | 0.64 | 0.86 | Yerry Mina |
| 01/03/2020 | Home | Dominic Calvert-Lewin | Manchester United FC | 3 | 0-0 → 1-0 | 0.23 | 0.07 | 0.14 | - |
| 24/06/2020 | Away | Michael Keane | Norwich City FC | 55 | 0-0 → 0-1 | 0.36 | 0.15 | 0.68 | Lucas Digne |
| 01/07/2020 | Home | Richarlison | Leicester City FC | 10 | 0-0 → 1-0 | 0.26 | 0.10 | 0.04 | Anthony Gordon |
| 01/07/2020 | Home | Gylfi Sigurðsson | Leicester City FC | 16 | 1-0 → 2-0 | 0.18 | 0.79 | 0.94 | - |
| 09/07/2020 | Home | Richarlison | Southampton FC | 43 | 0-1 → 1-1 | 0.26 | 0.28 | 0.28 | Lucas Digne |
| 16/07/2020 | Home | Theo Walcott | Aston Villa FC | 87 | 0-1 → 1-1 | 0.33 | 0.08 | 0.27 | André Gomes |
| 20/07/2020 | Away | Richarlison | Sheffield United FC | 46 | 0-0 → 0-1 | 0.32 | 0.05 | 0.18 | Gylfi Sigurðsson |
| 26/07/2020 | Home | Moise Kean | AFC Bournemouth | 41 | 0-1 → 1-1 | 0.25 | 0.79 | 0.96 | Theo Walcott |