Women's Twenty20 Bowling in Each Season by Janet Mbabazi
| Season | Balls | Mdns | Runs | Wkts | BB | Ave | 4wI | 5wI | SRate | Econ | |
| 2018 | (Netherlands) | 12 | 0 | 15 | 1 | 1-15 | 15.00 | 0 | 0 | 12.00 | 7.50 |
| 2018-19 | (Uganda) | 30 | 0 | 48 | 4 | 3-24 | 12.00 | 0 | 0 | 7.50 | 9.60 |
| 2019 | (Zimbabwe) | 24 | 0 | 18 | 0 | 4.50 | |||||
| 2021 | (Botswana) | 90 | 0 | 67 | 3 | 2-15 | 22.33 | 0 | 0 | 30.00 | 4.46 |
| 2021-22 | (Namibia) | 92 | 1 | 86 | 11 | 4-12 | 7.81 | 2 | 0 | 8.36 | 5.60 |
| 2022 | (Nepal) | 114 | 0 | 92 | 5 | 2-26 | 18.40 | 0 | 0 | 22.80 | 4.84 |
| 2022 | (Rwanda) | 167 | 2 | 97 | 11 | 3-8 | 8.81 | 0 | 0 | 15.18 | 3.48 |
| 2022-23 | (Uganda) | 60 | 0 | 44 | 6 | 4-21 | 7.33 | 1 | 0 | 10.00 | 4.40 |
| 2022-23 | (Kenya) | 150 | 0 | 117 | 9 | 3-20 | 13.00 | 0 | 0 | 16.66 | 4.68 |
| 2022-23 | (Namibia) | 162 | 0 | 131 | 5 | 2-16 | 26.20 | 0 | 0 | 32.40 | 4.85 |
| 2023 | (Rwanda) | 56 | 0 | 26 | 5 | 2-7 | 5.20 | 0 | 0 | 11.20 | 2.78 |
| 2023-24 | (Ghana) | 90 | 1 | 47 | 6 | 2-8 | 7.83 | 0 | 0 | 15.00 | 3.13 |
| 2023-24 | (Uganda) | 118 | 1 | 69 | 9 | 3-14 | 7.66 | 0 | 0 | 13.11 | 3.50 |
| 2024 | (Rwanda) | 102 | 3 | 43 | 9 | 5-10 | 4.77 | 0 | 1 | 11.33 | 2.52 |
| 2024 | (United Arab Emirates) | 66 | 0 | 81 | 1 | 1-19 | 81.00 | 0 | 0 | 66.00 | 7.36 |
| 2024-25 | (Uganda) | 126 | 1 | 90 | 11 | 4-19 | 8.18 | 1 | 0 | 11.45 | 4.28 |
| 2024-25 | (Namibia) | 120 | 0 | 129 | 5 | 2-32 | 25.80 | 0 | 0 | 24.00 | 6.45 |
| 2025 | (Rwanda) | 126 | 0 | 92 | 13 | 4-16 | 7.07 | 2 | 0 | 9.69 | 4.38 |
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