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.

Chaya Mughal, Women's T20I

Pace: average of 13.2, 1.7 below their average of 14.9 on all balls faced (-12%) — allowing for sample size, that change is in the bottom 14% of comparable players (their median change: +4%) — 267 balls faced.
Sample: 267 balls · medium confidence

Spin: average of 16.7, 1.7 above their average of 14.9 on all balls faced (+12%) — allowing for sample size, that change is in the top 17% of comparable players (their median change: -6%) — 297 balls faced.
Sample: 297 balls · medium confidence
Away from home: average of 16.2, 1.2 above their average of 14.9 on all balls faced (+8%) — allowing for sample size, that change is in the top 28% of comparable players (their median change: -1%) — 275 balls faced.
Sample: 275 balls · medium confidence
Middle (7-15): average of 18.9, 4.0 above their average of 14.9 on all balls faced (+27%) — allowing for sample size, that change is in the top 30% of comparable players (their median change: +5%) — 256 balls faced.
Sample: 256 balls · medium confidence
Settling in (balls 16-40): balls per dismissal of 21, 2 above their balls per dismissal of 19 on all balls faced (+12%) — allowing for sample size, that change is in the top 21% of comparable players (their median change: -6%) — 169 balls faced.
Sample: 169 balls · low confidence

United Arab Emirates: average of 44.4, 24.1 above their average of 20.3 on all balls bowled (+118%) — allowing for sample size, that change is in the bottom 2% of comparable players (their median change: -2%) — 258 balls bowled.
Sample: 258 balls · low confidence
At home: average of 44.4, 24.1 above their average of 20.3 on all balls bowled (+118%) — allowing for sample size, that change is in the bottom 4% of comparable players (their median change: +3%) — 258 balls bowled.
Sample: 258 balls · low confidence

Powerplay (1-6): economy of 4.19, 0.51 below their economy of 4.69 on all balls bowled (-11%) — allowing for sample size, that change is in the top 21% of comparable players (their median change: -4%) — 636 balls bowled.
Sample: 636 balls · medium confidence

Bowling type
Bowling type	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Right-arm medium	221	163	9	18.11	73.76	52.5%	6.8%
Off break	162	122	10	12.20	75.31	42.6%	4.3%
Slow left-arm orthodox	63	49	3	16.33	77.78	46.0%	6.3%

Phase
Phase	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Middle (7-15)	256	189	10	18.90	73.83	46.9%	5.5%
Powerplay (1-6)	163	109	8	13.63	66.87	56.4%	6.1%
Death (16-20)	145	150	12	12.50	103.45	31.0%	9.0%

Batter
Batter	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Right-handed batters	777	602	31	19.42	4.65	25.1	59.2%	7.6%
Left-handed batters	132	110	4	27.50	5.00	33.0	60.6%	8.3%

Phase
Phase	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Powerplay (1-6)	636	444	21	21.14	4.19	30.3	64.6%	6.6%
Middle (7-15)	174	170	6	28.33	5.86	29.0	51.1%	10.3%
Death (16-20)	100	98	8	12.25	5.88	12.5	41.0%	10.0%