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.

K Ramharack, Women's T20I

West Indies: average of 36.2, 8.5 above their average of 27.8 on all balls bowled (+30%) — allowing for sample size, that change is in the bottom 8% of comparable players (their median change: -2%) — 309 balls bowled.
Sample: 309 balls · low confidence
At home: average of 36.2, 8.5 above their average of 27.8 on all balls bowled (+30%) — allowing for sample size, that change is in the bottom 29% of comparable players (their median change: +3%) — 309 balls bowled.
Sample: 309 balls · low confidence

Right-handed batters: average of 26.1, 1.7 below their average of 27.8 on all balls bowled (-6%) — allowing for sample size, that change is in the top 23% of comparable players (their median change: -1%) — 889 balls bowled.
Sample: 889 balls · high confidence
Away from home: average of 25.3, 2.4 below their average of 27.8 on all balls bowled (-9%) — allowing for sample size, that change is in the top 25% of comparable players (their median change: +1%) — 681 balls bowled.
Sample: 681 balls · medium confidence

Batter
Batter	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Right-handed batters	889	991	38	26.08	6.69	23.4	37.8%	11.5%
Left-handed batters	221	264	8	33.00	7.17	27.6	42.1%	15.4%

Phase
Phase	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Middle (7-15)	723	792	25	31.68	6.57	28.9	36.2%	10.1%
Powerplay (1-6)	210	267	8	33.38	7.63	26.3	47.6%	21.0%
Death (16-20)	195	218	13	16.77	6.71	15.0	36.4%	10.8%