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.

M Mupachikwa, Women's T20I

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Bowling to them: where to attack

Death (16-20): average of 17.0, 11.7 below their average of 28.7 on all balls faced (-41%) — allowing for sample size, that change is in the bottom 13% of comparable players (their median change: -8%) — 168 balls faced.
Sample: 168 balls · low confidence

Bowling to them: what to avoid

New at the crease (first 15 balls): balls per dismissal of 50, 15 above their balls per dismissal of 35 on all balls faced (+43%) — allowing for sample size, that change is in the top 7% of comparable players (their median change: +8%) — 843 balls faced.
Sample: 843 balls · high confidence
Powerplay (1-6): average of 41.8, 13.1 above their average of 28.7 on all balls faced (+46%) — allowing for sample size, that change is in the top 7% of comparable players (their median change: +4%) — 686 balls faced.
Sample: 686 balls · high confidence
Spin: average of 31.6, 2.8 above their average of 28.7 on all balls faced (+10%) — allowing for sample size, that change is in the top 15% of comparable players (their median change: -6%) — 678 balls faced.
Sample: 678 balls · high confidence
United Arab Emirates: average of 46.6, 17.9 above their average of 28.7 on all balls faced (+62%) — allowing for sample size, that change is in the top 4% of comparable players (their median change: +0%) — 248 balls faced.
Sample: 248 balls · medium confidence
Off break: average of 41.6, 12.8 above their average of 28.7 on all balls faced (+45%) — allowing for sample size, that change is in the top 5% of comparable players (their median change: -2%) — 449 balls faced.
Sample: 449 balls · medium confidence
Namibia: average of 40.8, 12.1 above their average of 28.7 on all balls faced (+42%) — allowing for sample size, that change is in the top 14% of comparable players (their median change: -1%) — 228 balls faced.
Sample: 228 balls · medium confidence
Right-arm fast-medium: average of 47.0, 18.3 above their average of 28.7 on all balls faced (+64%) — allowing for sample size, that change is in the top 16% of comparable players (their median change: +1%) — 159 balls faced.
Sample: 159 balls · low confidence

Their batting against each bowling type and phase

Bowling type
Bowling type	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Right-arm medium	686	569	20	28.45	82.94	51.2%	8.6%
Off break	449	374	9	41.56	83.30	47.0%	7.3%
Leg break	160	142	4	35.50	88.75	45.0%	8.1%
Right-arm fast-medium	159	141	3	47.00	88.68	53.5%	11.9%
Slow left-arm orthodox	67	48	5	9.60	71.64	55.2%	7.5%

Phase
Phase	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Middle (7-15)	849	719	26	27.65	84.69	47.2%	7.9%
Powerplay (1-6)	686	502	12	41.83