| 24/08/2019 | Away | Tammy Abraham | Norwich City FC | 3 | 0-0 → 0-1 | 0.23 | 0.07 | 0.15 | César Azpilicueta |
| 24/08/2019 | Away | Mason Mount | Norwich City FC | 17 | 1-1 → 1-2 | 0.25 | 0.27 | 0.53 | Christian Pulisic |
| 24/08/2019 | Away | Tammy Abraham | Norwich City FC | 68 | 2-2 → 2-3 | 0.41 | 0.07 | 0.16 | Mateo Kovačić |
| 31/08/2019 | Home | Tammy Abraham | Sheffield United FC | 19 | 0-0 → 1-0 | 0.25 | 0.45 | 0.26 | - |
| 31/08/2019 | Home | Tammy Abraham | Sheffield United FC | 43 | 1-0 → 2-0 | 0.16 | 0.29 | 0.74 | - |
| 14/09/2019 | Away | Fikayo Tomori | Wolverhampton Wanderers FC | 31 | 0-0 → 0-1 | 0.30 | 0.01 | 0.21 | - |
| 14/09/2019 | Away | Tammy Abraham | Wolverhampton Wanderers FC | 34 | 0-1 → 0-2 | 0.18 | 0.49 | 0.65 | - |
| 14/09/2019 | Away | Tammy Abraham | Wolverhampton Wanderers FC | 41 | 0-2 → 0-3 | 0.06 | 0.08 | 0.33 | Marcos Alonso |
| 14/09/2019 | Away | Tammy Abraham | Wolverhampton Wanderers FC | 55 | 0-3 → 0-4 | 0.01 | 0.36 | 0.92 | Jorginho |
| 14/09/2019 | Away | Mason Mount | Wolverhampton Wanderers FC | 96 | 2-4 → 2-5 | 0.00 | 0.06 | 0.19 | Michy Batshuayi |
| 22/09/2019 | Home | N'Golo Kanté | Liverpool FC | 71 | 0-2 → 1-2 | 0.09 | 0.04 | 0.53 | César Azpilicueta |
| 28/09/2019 | Home | Jorginho | Brighton & Hove Albion FC | 50 | 0-0 → 1-0 | 0.35 | 0.79 | 0.98 | - |
| 28/09/2019 | Home | Willian | Brighton & Hove Albion FC | 76 | 1-0 → 2-0 | 0.11 | 0.05 | 0.11 | Callum Hudson-Odoi |
| 06/10/2019 | Away | Tammy Abraham | Southampton FC | 17 | 0-0 → 0-1 | 0.25 | 0.07 | 0.25 | Callum Hudson-Odoi |
| 06/10/2019 | Away | Mason Mount | Southampton FC | 24 | 0-1 → 0-2 | 0.18 | 0.33 | 0.36 | Willian |
| 06/10/2019 | Away | N'Golo Kanté | Southampton FC | 40 | 1-2 → 1-3 | 0.17 | 0.03 | 0.21 | Marcos Alonso |
| 06/10/2019 | Away | Michy Batshuayi | Southampton FC | 89 | 1-3 → 1-4 | 0.00 | 0.38 | 0.72 | Christian Pulisic |
| 19/10/2019 | Home | Marcos Alonso | Newcastle United FC | 73 | 0-0 → 1-0 | 0.45 | 0.07 | 0.42 | Callum Hudson-Odoi |
| 26/10/2019 | Away | Christian Pulisic | Burnley FC | 21 | 0-0 → 0-1 | 0.28 | 0.10 | 0.33 | - |
| 26/10/2019 | Away | Christian Pulisic | Burnley FC | 45 | 0-1 → 0-2 | 0.16 | 0.05 | 0.27 | Willian |
| 26/10/2019 | Away | Christian Pulisic | Burnley FC | 56 | 0-2 → 0-3 | 0.05 | 0.15 | 0.51 | Mason Mount |
| 26/10/2019 | Away | Willian | Burnley FC | 58 | 0-3 → 0-4 | 0.01 | 0.07 | 0.30 | Tammy Abraham |
| 02/11/2019 | Away | Tammy Abraham | Watford FC | 5 | 0-0 → 0-1 | 0.26 | 0.37 | 0.83 | Jorginho |
| 02/11/2019 | Away | Christian Pulisic | Watford FC | 55 | 0-1 → 0-2 | 0.15 | 0.72 | 0.90 | Tammy Abraham |
| 09/11/2019 | Home | Tammy Abraham | Crystal Palace FC | 52 | 0-0 → 1-0 | 0.35 | 0.45 | 0.88 | Willian |
| 09/11/2019 | Home | Christian Pulisic | Crystal Palace FC | 79 | 1-0 → 2-0 | 0.10 | 0.65 | 0.86 | - |
| 23/11/2019 | Away | N'Golo Kanté | Manchester City FC | 21 | 0-0 → 0-1 | 0.28 | 0.32 | 0.18 | Mateo Kovačić |
| 04/12/2019 | Home | Tammy Abraham | Aston Villa FC | 24 | 0-0 → 1-0 | 0.27 | 0.32 | 0.31 | Reece James |
| 04/12/2019 | Home | Mason Mount | Aston Villa FC | 48 | 1-1 → 2-1 | 0.33 | 0.08 | 0.26 | Tammy Abraham |
| 07/12/2019 | Away | Mateo Kovačić | Everton FC | 52 | 2-0 → 2-1 | 0.13 | 0.03 | 0.23 | - |
| 22/12/2019 | Away | Willian | Tottenham Hotspur FC | 12 | 0-0 → 0-1 | 0.26 | 0.03 | 0.51 | Mateo Kovačić |
| 22/12/2019 | Away | Willian | Tottenham Hotspur FC | 49 | 0-1 → 0-2 | 0.16 | 0.79 | 0.99 | - |
| 29/12/2019 | Away | Jorginho | Arsenal FC | 83 | 1-0 → 1-1 | 0.32 | 0.56 | 0.71 | Mason Mount |
| 29/12/2019 | Away | Tammy Abraham | Arsenal FC | 87 | 1-1 → 1-2 | 0.59 | 0.26 | 0.26 | Willian |
| 01/01/2020 | Away | César Azpilicueta | Brighton & Hove Albion FC | 10 | 0-0 → 0-1 | 0.26 | 0.62 | 0.75 | - |
| 11/01/2020 | Home | Jorginho | Burnley FC | 27 | 0-0 → 1-0 | 0.27 | 0.79 | 0.99 | - |
| 11/01/2020 | Home | Tammy Abraham | Burnley FC | 38 | 1-0 → 2-0 | 0.18 | 0.09 | 0.09 | Reece James |
| 11/01/2020 | Home | Callum Hudson-Odoi | Burnley FC | 49 | 2-0 → 3-0 | 0.05 | 0.79 | 0.85 | César Azpilicueta |
| 21/01/2020 | Home | Jorginho | Arsenal FC | 28 | 0-0 → 1-0 | 0.29 | 0.79 | 0.99 | - |
| 21/01/2020 | Home | César Azpilicueta | Arsenal FC | 84 | 1-1 → 2-1 | 0.54 | 0.22 | 0.49 | Callum Hudson-Odoi |
| 01/02/2020 | Away | Antonio Rüdiger | Leicester City FC | 46 | 0-0 → 0-1 | 0.32 | 0.21 | 0.31 | Mason Mount |
| 01/02/2020 | Away | Antonio Rüdiger | Leicester City FC | 71 | 2-1 → 2-2 | 0.32 | 0.06 | 0.33 | Mason Mount |
| 22/02/2020 | Home | Olivier Giroud | Tottenham Hotspur FC | 15 | 0-0 → 1-0 | 0.24 | 0.05 | 0.29 | - |
| 22/02/2020 | Home | Marcos Alonso | Tottenham Hotspur FC | 48 | 1-0 → 2-0 | 0.16 | 0.05 | 0.24 | Ross Barkley |
| 29/02/2020 | Away | Marcos Alonso | AFC Bournemouth | 33 | 0-0 → 0-1 | 0.30 | 0.54 | 0.86 | - |
| 29/02/2020 | Away | Marcos Alonso | AFC Bournemouth | 85 | 2-1 → 2-2 | 0.32 | 0.05 | 0.19 | - |
| 08/03/2020 | Home | Mason Mount | Everton FC | 14 | 0-0 → 1-0 | 0.26 | 0.04 | 0.24 | Pedro |
| 08/03/2020 | Home | Pedro | Everton FC | 21 | 1-0 → 2-0 | 0.17 | 0.43 | 0.91 | Ross Barkley |
| 08/03/2020 | Home | Willian | Everton FC | 51 | 2-0 → 3-0 | 0.05 | 0.03 | 0.33 | Ross Barkley |
| 08/03/2020 | Home | Olivier Giroud | Everton FC | 54 | 3-0 → 4-0 | 0.01 | 0.50 | 0.94 | Willian |
| 21/06/2020 | Away | Christian Pulisic | Aston Villa FC | 60 | 1-0 → 1-1 | 0.29 | 0.28 | 0.28 | César Azpilicueta |
| 21/06/2020 | Away | Olivier Giroud | Aston Villa FC | 62 | 1-1 → 1-2 | 0.37 | 0.08 | 0.29 | César Azpilicueta |
| 25/06/2020 | Home | Christian Pulisic | Manchester City FC | 36 | 0-0 → 1-0 | 0.29 | 0.48 | 0.98 | - |
| 25/06/2020 | Home | Willian | Manchester City FC | 78 | 1-1 → 2-1 | 0.46 | 0.79 | 0.99 | - |
| 01/07/2020 | Away | Willian | West Ham United FC | 42 | 0-0 → 0-1 | 0.31 | 0.79 | 0.98 | - |
| 01/07/2020 | Away | Willian | West Ham United FC | 72 | 2-1 → 2-2 | 0.30 | 0.06 | 0.01 | - |
| 04/07/2020 | Home | Olivier Giroud | Watford FC | 28 | 0-0 → 1-0 | 0.29 | 0.11 | 0.78 | Ross Barkley |
| 04/07/2020 | Home | Willian | Watford FC | 43 | 1-0 → 2-0 | 0.16 | 0.79 | 0.99 | - |
| 04/07/2020 | Home | Ross Barkley | Watford FC | 92 | 2-0 → 3-0 | 0.00 | 0.10 | 0.31 | César Azpilicueta |
| 07/07/2020 | Away | Olivier Giroud | Crystal Palace FC | 6 | 0-0 → 0-1 | 0.25 | 0.46 | 0.51 | Willian |
| 07/07/2020 | Away | Christian Pulisic | Crystal Palace FC | 27 | 0-1 → 0-2 | 0.18 | 0.06 | 0.28 | Willian |
| 07/07/2020 | Away | Tammy Abraham | Crystal Palace FC | 71 | 1-2 → 1-3 | 0.13 | 0.42 | 0.88 | Ruben Loftus-Cheek |
| 14/07/2020 | Home | Olivier Giroud | Norwich City FC | 48 | 0-0 → 1-0 | 0.33 | 0.49 | 0.88 | Christian Pulisic |
| 22/07/2020 | Away | Olivier Giroud | Liverpool FC | 48 | 3-0 → 3-1 | 0.06 | 0.95 | 0.99 | - |
| 22/07/2020 | Away | Tammy Abraham | Liverpool FC | 61 | 4-1 → 4-2 | 0.01 | 0.63 | 0.95 | Christian Pulisic |
| 22/07/2020 | Away | Christian Pulisic | Liverpool FC | 73 | 4-2 → 4-3 | 0.09 | 0.10 | 0.57 | Callum Hudson-Odoi |
| 26/07/2020 | Home | Mason Mount | Wolverhampton Wanderers FC | 46 | 0-0 → 1-0 | 0.32 | 0.10 | 0.49 | - |
| 26/07/2020 | Home | Olivier Giroud | Wolverhampton Wanderers FC | 49 | 1-0 → 2-0 | 0.16 | 0.76 | 0.97 | Mason Mount |