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.

Umm-e-Hani, Women's ODI

No batting weakness clears the thresholds in this format.

No batting strength clears the thresholds in this format.

At home: average of 43.6, 8.4 above their average of 35.2 on all balls bowled (+24%) — allowing for sample size, that change is in the bottom 14% of comparable players (their median change: -4%) — 264 balls bowled.
Sample: 264 balls · low confidence
Pakistan: average of 43.6, 8.4 above their average of 35.2 on all balls bowled (+24%) — allowing for sample size, that change is in the bottom 26% of comparable players (their median change: -5%) — 264 balls bowled.
Sample: 264 balls · low confidence

Away from home: average of 32.5, 2.8 below their average of 35.2 on all balls bowled (-8%) — allowing for sample size, that change is in the top 19% of comparable players (their median change: +1%) — 641 balls bowled.
Sample: 641 balls · medium confidence

Not enough balls: splits are shown from 60 balls faced.

Batter
Batter	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Right-handed batters	711	568	16	35.50	4.79	44.4	48.7%	6.2%
Left-handed batters	194	137	4	34.25	4.24	48.5	60.3%	8.8%

Phase
Phase	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Middle (11-40)	743	568	16	35.50	4.59	46.4	50.6%	6.2%
Powerplay (1-10)	96	84	1	84.00	5.25	96.0	55.2%	12.5%