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	nathan	128.875	± 14.16	114.715	143.035
2	jeriah	114.875	± 8.03	106.845	122.905
3	ben	114.429	± 10.37	104.059	124.799
4	noah	111.4	± 20.44	90.96	131.84
5	nick	106.0	± 14.67	91.33	120.67
6	arpan	103.875	± 18.60	85.275	122.475
7	sridhar	93.25	± 10.24	83.01	103.49
8	preston	88.4	± 15.21	73.19	103.61
9	justin	86.5	± 16.66	69.84	103.16
10	pranay	84.25	± 17.31	66.94	101.56
11	jasper	80.333	± 33.04	47.293	113.373
12	peyton	72.6	± 22.08	50.52	94.68
13	david	70.0	± 21.56	48.44	91.56
14	jeffrey	56.25	± 17.13	39.12	73.38
15	jx	52.0	± nan	nan	nan
16	bobby	51.714	± 12.21	39.504	63.924

Highest Scores
bowler	score
nathan	203
nick	170
arpan	163
noah	142
jeriah	138
ben	133
pranay	126
preston	119
sridhar	116
jasper	114
peyton	110
justin	95
david	81
jeffrey	80
bobby	76
jx	52

Most Strikes
bowler	strike_cnt
nathan	97
nick	75
arpan	54
sridhar	23
pranay	10
noah	9
jeriah	8
ben	2
bobby	2
david	2
jasper	2
jeffrey	2
justin	1
peyton	1
preston	1
jx	0

Most Spares
bowler	spare_cnt
nathan	137
arpan	81
nick	81
jeriah	30
sridhar	20
ben	16
pranay	12
preston	10
noah	9
peyton	8
bobby	5
justin	5
jasper	3
jeffrey	3
david	1
jx	0

Most Wins
bowler	wins
nathan	33
nick	11
arpan	5
jeriah	3
sridhar	2
ben	1
pranay	1
noah	1
jeffrey	0
bobby	0
jx	0
david	0
justin	0
preston	0
peyton	0
jasper	0

Average Score
bowler	score
nathan	125.60377358490567
ben	114.42857142857143
noah	111.4
nick	102.12962962962963
jeriah	100.21428571428571
arpan	95.26
preston	88.4
justin	86.5
sridhar	84.56521739130434
jasper	80.33333333333333
pranay	78.7
peyton	72.6
david	70.0
jeffrey	56.25
jx	52.0
bobby	51.714285714285715

Fill Rate
bowler	0_down	1_down	2_down	3_down	4_down	5_down	6_down	7_down	8_down	9_down	strike
Average	4.23% (11/260)	9.09% (13/143)	8.33% (1/12)	6.67% (9/135)	8.06% (5/62)	8.26% (9/109)	13.21% (21/159)	11.93% (34/285)	16.24% (38/234)	24.74% (71/287)	9.56% (228/2384)
arpan	3.92% (2/51)	13.16% (5/38)	50.0% (1/2)	3.33% (1/30)	10.53% (2/19)	4.17% (1/24)	6.9% (2/29)	14.04% (8/57)	9.8% (5/51)	18.37% (9/49)	8.98% (44/490)
ben	0.0% (0/3)	0.0% (0/2)		50.0% (1/2)	50.0% (1/2)	0.0% (0/2)	0.0% (0/2)	9.09% (1/11)	7.69% (1/13)	22.22% (2/9)	3.33% (2/60)
bobby	0.0% (0/25)	14.29% (1/7)		0.0% (0/3)	0.0% (0/2)	0.0% (0/1)	25.0% (1/4)	0.0% (0/8)		20.0% (1/5)	1.43% (1/70)
david	0.0% (0/7)				0.0% (0/1)		0.0% (0/1)	0.0% (0/3)	0.0% (0/1)	0.0% (0/3)	0.0% (0/20)
jasper	14.29% (1/7)	0.0% (0/3)		0.0% (0/2)		0.0% (0/1)		0.0% (0/2)	0.0% (0/4)	25.0% (1/4)	3.33% (1/30)
jeffrey	15.38% (2/13)	0.0% (0/1)		0.0% (0/1)		0.0% (0/1)		0.0% (0/1)	0.0% (0/2)	0.0% (0/4)	3.33% (1/30)
jeriah	0.0% (0/12)	0.0% (0/4)	0.0% (0/2)	0.0% (0/6)	20.0% (1/5)	14.29% (1/7)	18.75% (3/16)	13.04% (3/23)	31.25% (5/16)	33.33% (6/18)	3.52% (5/142)
justin	0.0% (0/4)			0.0% (0/2)	0.0% (0/1)	0.0% (0/1)		0.0% (0/2)	0.0% (0/2)	66.67% (2/3)	5.0% (1/20)
jx	0.0% (0/3)			0.0% (0/1)		0.0% (0/1)		0.0% (0/2)		0.0% (0/1)	0.0% (0/10)
nathan	0.0% (0/13)	12.5% (3/24)	0.0% (0/3)	9.38% (3/32)	0.0% (0/9)	23.08% (6/26)	27.78% (10/36)	15.79% (9/57)	28.26% (13/46)	37.65% (32/85)	15.16% (77/508)
nick	4.35% (2/46)	14.81% (4/27)	0.0% (0/2)	6.9% (2/29)	0.0% (0/9)	0.0% (0/24)	8.89% (4/45)	11.59% (8/69)	15.56% (7/45)	21.05% (12/57)	11.82% (61/516)
noah	0.0% (0/3)	0.0% (0/2)		0.0% (0/3)	0.0% (0/1)	0.0% (0/3)	0.0% (0/1)	0.0% (0/10)	28.57% (2/7)	25.0% (1/4)	16.98% (9/53)
peyton	0.0% (0/13)	0.0% (0/4)	0.0% (0/1)	0.0% (0/1)	50.0% (1/2)	0.0% (0/6)	0.0% (0/2)	50.0% (1/2)	20.0% (1/5)	0.0% (0/4)	0.0% (0/50)
pranay	4.76% (1/21)	0.0% (0/5)	0.0% (0/1)	0.0% (0/2)	0.0% (0/4)	0.0% (0/5)	0.0% (0/5)	8.33% (1/12)	30.0% (3/10)	9.09% (1/11)	6.8% (7/103)
preston	25.0% (1/4)	0.0% (0/7)	0.0% (0/1)	0.0% (0/5)	0.0% (0/1)	0.0% (0/3)	0.0% (0/3)	37.5% (3/8)	0.0% (0/2)	20.0% (1/5)	2.0% (1/50)
sridhar	5.71% (2/35)	0.0% (0/19)		12.5% (2/16)	0.0% (0/6)	25.0% (1/4)	6.67% (1/15)	0.0% (0/18)	3.33% (1/30)	12.0% (3/25)	7.76% (18/232)

Head to Head (bowlers on left have net wins over bowlers on top)
Bowler	nick	arpan	sridhar	ben	nathan	jeffrey	jeriah	pranay	bobby	jx	david	justin	preston	peyton	jasper	noah
nick	0	3	12	-1	-25	4	1	1	6	1	2	0	5	3	3	1
arpan	-3	0	10	-1	-39	2	-2	4	5	0	2	0	-3	5	1	-2
sridhar	-12	-10	0	-1	-13	4	3	2	1	1	1	0	0	1	0	-4
ben	1	1	1	0	-2	1	0	2	0	0	0	0	0	-1	0	1
nathan	25	39	13	2	0	3	8	8	6	0	2	2	3	5	3	3
jeffrey	-4	-2	-4	-1	-3	0	-1	1	0	1	0	0	0	0	0	0
jeriah	-1	2	-3	0	-8	1	0	0	0	0	1	-1	3	3	1	0
pranay	-1	-4	-2	-2	-8	-1	0	0	2	0	0	0	2	0	0	0
bobby	-6	-5	-1	0	-6	0	0	-2	0	0	0	0	0	0	0	0
jx	-1	0	-1	0	0	-1	0	0	0	0	0	0	0	0	0	0
david	-2	-2	-1	0	-2	0	-1	0	0	0	0	-2	0	0	0	0
justin	0	0	0	0	-2	0	1	0	0	0	2	0	0	0	0	0
preston	-5	3	0	0	-3	0	-3	-2	0	0	0	0	0	0	1	0
peyton	-3	-5	-1	1	-5	0	-3	0	0	0	0	0	0	0	0	0
jasper	-3	-1	0	0	-3	0	-1	0	0	0	0	0	-1	0	0	0
noah	-1	2	4	-1	-3	0	0	0	0	0	0	0	0	0	0	0

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

Game History

11-09-2023

Game #1 (arpan)

01-24-2024

Game #1 (arpan)
Game #2 (nathan)

02-02-2024

Game #1 (nathan)
Game #2 (nathan)

02-06-2024

Game #1 (nick)
Game #2 (ben)
Game #3 (sridhar)
Game #4 (nick)

02-22-2024

Game #1 (nathan)
Game #2 (nick)
Game #3 (nathan)
Game #4 (nathan)

02-29-2024

Game #1 (nathan)
Game #2 (nathan)
Game #3 (arpan)

03-07-2024

Game #1 (nathan)
Game #2 (nathan)
Game #3 (nathan)

03-22-2024

Game #1 (nick)
Game #2 (sridhar)

04-02-2024

Game #1 (nathan)
Game #2 (nathan)

04-03-2024

Game #1 (arpan)

04-05-2024

Game #1 (nathan)
Game #2 (nathan)
Game #3 (nick)

04-11-2024

Game #1 (nathan)
Game #2 (nick)
Game #3 (nick)

04-15-2024

Game #1 (nathan)
Game #2 (nathan)

04-16-2024

Game #1 (nathan)
Game #2 (nathan)
Game #3 (nathan)

04-18-2024

Game #1 (nathan)
Game #2 (nick)
Game #3 (nathan)
Game #4 (tie)

04-19-2024

Game #1 (nathan)
Game #2 (nathan)

04-22-2024

Game #1 (pranay)
Game #2 (nathan)

04-23-2024

Game #1 (nathan)
Game #2 (nathan)
Game #3 (nathan)

04-24-2024

Game #1 (nick)
Game #2 (nathan)
Game #3 (jeriah)

04-25-2024

Game #1 (jeriah)
Game #2 (jeriah)
Game #3 (arpan)
Game #4 (nathan)

04-26-2024

Game #1 (noah)
Game #2 (nick)

04-29-2024

Game #1 (nick)
Game #2 (nathan)
Game #3 (nathan)

(17 errors found in data)

Data current as of 02-05-2026 at 02:13:17

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