Strategy

Plans built only from the evidence.

Every line below is a measured split or record from the data, with the sample behind it. Nothing here is a prediction.

SN Shihepo, Women's T20I

No batting weakness clears the thresholds in this format.

Spin: average of 13.2, 4.2 above their average of 9.0 on all balls faced (+47%) — allowing for sample size, that change is in the top 4% of comparable players (their median change: -6%) — 176 balls faced.
Sample: 176 balls · low confidence
Batting first: average of 11.7, 2.7 above their average of 9.0 on all balls faced (+30%) — allowing for sample size, that change is in the top 16% of comparable players (their median change: +3%) — 209 balls faced.
Sample: 209 balls · low confidence
Death (16-20): average of 9.9, 1.0 above their average of 9.0 on all balls faced (+11%) — allowing for sample size, that change is in the top 18% of comparable players (their median change: -8%) — 199 balls faced.
Sample: 199 balls · low confidence

At home: average of 20.5, 5.8 above their average of 14.7 on all balls bowled (+40%) — allowing for sample size, that change is in the bottom 27% of comparable players (their median change: +3%) — 260 balls bowled.
Sample: 260 balls · low confidence

No bowling strength clears the thresholds in this format.

Bowling type
Bowling type	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Off break	107	82	4	20.50	76.64	43.0%	4.7%
Right-arm medium	62	35	6	5.83	56.45	56.5%	3.2%

Phase
Phase	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Death (16-20)	199	179	18	9.94	89.95	44.7%	8.0%
Middle (7-15)	145	83	12	6.92	57.24	59.3%	4.1%

Batter
Batter	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Right-handed batters	611	553	36	15.36	5.43	17.0	56.5%	9.5%
Left-handed batters	108	116	8	14.50	6.44	13.5	49.1%	11.1%

Phase
Phase	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Powerplay (1-6)	336	289	19	15.21	5.16	17.7	67.6%	10.4%
Middle (7-15)	304	273	15	18.20	5.39	20.3	48.7%	8.2%
Death (16-20)	130	128	13	9.85	5.91	10.0	49.2%	10.0%