BART - Bowling Analysis and Research Tool

Not the Bay Area Rapid Transit Authority

Ranking (Avg score of last 8 games)
Rank	Bowler	Average	Confidence Interval	Lower Bound	Upper Bound
1	sarthak	125.0	± 15.68	109.32	140.68
2	nick	112.4	± 7.40	105.0	119.8
3	gautham	108.5	± 2.94	105.56	111.44
4	rohan	108.0	± 15.45	92.55	123.45
5	claudia	102.5	± 6.86	95.64	109.36
6	nivant	102.0	± nan	nan	nan
7	sam	101.0	± nan	nan	nan
8	richard	90.8	± 9.31	81.49	100.11
9	cj	74.0	± 13.72	60.28	87.72
10	sean	71.0	± 3.92	67.08	74.92
11	michael	70.4	± 8.87	61.53	79.27
12	alex	68.5	± 30.38	38.12	98.88
13	madeline	63.0	± nan	nan	nan

Highest Scores
bowler	score
rohan	138
sarthak	133
nick	126
gautham	110
claudia	106
nivant	102
richard	102
sam	101
michael	86
alex	84
cj	81
sean	73
madeline	63

Most Strikes
bowler	strike_cnt
nick	7
rohan	5
michael	3
richard	3
sarthak	2
alex	1
claudia	1
gautham	1
madeline	1
nivant	1
cj	0
sam	0
sean	0

Most Spares
bowler	spare_cnt
nick	11
rohan	11
richard	10
sarthak	9
gautham	6
claudia	5
michael	3
sean	3
sam	2
alex	1
cj	1
nivant	1
madeline	0

Most Wins
bowler	wins
nick	3
rohan	2
sarthak	2
richard	0
michael	0
alex	0
cj	0
claudia	0
nivant	0
sean	0
gautham	0
madeline	0
sam	0

Average Score
bowler	score
sarthak	125.0
nick	112.4
gautham	108.5
rohan	108.0
claudia	102.5
nivant	102.0
sam	101.0
richard	90.8
cj	74.0
sean	71.0
michael	70.4
alex	68.5
madeline	63.0

SEPTA (S(pare\|trike) Expectation via Pinfall Tracking + Analysis)
bowler	0_down	1_down	2_down	3_down	4_down	5_down	6_down	7_down	8_down	9_down	strike
Average	5.0% (3/60)	13.33% (2/15)	0.0% (0/2)	13.33% (4/30)	25.0% (3/12)	23.81% (5/21)	24.24% (8/33)	24.66% (18/73)	15.0% (6/40)	34.15% (14/41)	7.1% (25/352)
alex	0.0% (0/10)					0.0% (0/2)	0.0% (0/1)	25.0% (1/4)	0.0% (0/1)	0.0% (0/1)	5.0% (1/20)
cj	0.0% (0/2)	0.0% (0/3)		0.0% (0/2)			0.0% (0/4)	0.0% (0/3)	0.0% (0/2)	25.0% (1/4)	0.0% (0/20)
claudia	0.0% (0/1)	0.0% (0/2)		0.0% (0/2)	0.0% (0/1)		100.0% (2/2)	50.0% (1/2)	0.0% (0/3)	33.33% (2/6)	5.0% (1/20)
gautham	0.0% (0/2)				50.0% (1/2)		33.33% (1/3)	37.5% (3/8)	0.0% (0/2)	50.0% (1/2)	5.0% (1/20)
madeline	0.0% (0/5)				0.0% (0/2)	0.0% (0/1)				0.0% (0/1)	10.0% (1/10)
michael	6.67% (1/15)	0.0% (0/2)	0.0% (0/2)	25.0% (1/4)	50.0% (1/2)	0.0% (0/3)	0.0% (0/3)	0.0% (0/10)	0.0% (0/4)	0.0% (0/2)	6.0% (3/50)
nick	25.0% (1/4)	20.0% (1/5)		0.0% (0/3)	0.0% (0/1)	75.0% (3/4)	14.29% (1/7)	28.57% (2/7)	16.67% (1/6)	33.33% (2/6)	14.0% (7/50)
nivant				0.0% (0/1)		0.0% (0/2)	0.0% (0/1)	50.0% (1/2)	0.0% (0/4)		9.09% (1/11)
richard	0.0% (0/12)			20.0% (1/5)	0.0% (0/2)	0.0% (0/1)	33.33% (1/3)	45.45% (5/11)	33.33% (2/6)	14.29% (1/7)	6.0% (3/50)
rohan	33.33% (1/3)			0.0% (0/7)	50.0% (1/2)	33.33% (1/3)	40.0% (2/5)	14.29% (2/14)	25.0% (2/8)	50.0% (2/4)	9.8% (5/51)
sam		0.0% (0/1)		100.0% (1/1)		0.0% (0/2)		0.0% (0/2)	33.33% (1/3)	0.0% (0/1)	0.0% (0/10)
sarthak	0.0% (0/1)	100.0% (1/1)		100.0% (1/1)		33.33% (1/3)	0.0% (0/3)	60.0% (3/5)		75.0% (3/4)	10.0% (2/20)
sean	0.0% (0/5)	0.0% (0/1)		0.0% (0/4)			100.0% (1/1)	0.0% (0/5)	0.0% (0/1)	66.67% (2/3)	0.0% (0/20)

Head to Head (bowlers on left have net wins over bowlers on top)
Bowler	richard	rohan	michael	nick	alex	cj	claudia	nivant	sarthak	sean	gautham	madeline	sam
richard	0	-3	5	-5	0	0	0	0	0	0	-2	0	0
rohan	3	0	5	-1	0	0	0	0	0	0	0	0	0
michael	-5	-5	0	-5	0	0	0	0	0	0	-2	0	0
nick	5	1	5	0	0	0	0	0	0	0	2	0	0
alex	0	0	0	0	0	0	-2	-1	-2	0	0	-1	-1
cj	0	0	0	0	0	0	-2	-1	-2	0	0	1	-1
claudia	0	0	0	0	2	2	0	-1	-2	2	0	1	1
nivant	0	0	0	0	1	1	1	0	-1	1	0	0	0
sarthak	0	0	0	0	2	2	2	1	0	2	0	1	1
sean	0	0	0	0	0	0	-2	-1	-2	0	0	1	-1
gautham	2	0	2	-2	0	0	0	0	0	0	0	0	0
madeline	0	0	0	0	1	-1	-1	0	-1	-1	0	0	-1
sam	0	0	0	0	1	1	-1	0	-1	1	0	1	0

Confidence intervals calculated using the standard error of the mean and a 95% confidence level (z-score of 1.96).

Game History

01-21-2026

Game #1 (nick)
Game #2 (nick)
Game #3 (rohan)
Game #4 (sarthak)

01-28-2026

Game #1 (nick)
Game #2 (rohan)
Game #3 (sarthak)

Data is error free

Data current as of 02-03-2026 at 11:38:11

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