Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
14490	William	Burigo	University of Pennsylvania	1399	1399	0
14746	Ziran	Chao	Pillar College	481	477	-4
14822	Victor	Cruickshank	Rider University	307	306	-1
13706	Joshua	Dorn	University of Pittsburgh	500	546	46
14491	Andrew	Gu	University of Pennsylvania	755	755	0
14828	Ihab	Idheileh	Rider University	500	500	0
14827	Zaizhe	Liu	Rider University	203	202	-1
13990	Chen (UPenn)	Liu	University of Pennsylvania	481	477	-4
12937	Esteban	Lizana	Pillar College	737	686	-51
12873	Lucy	Ma	Stanford University	2126	2116	-10
14823	Yves	Nseir	Rider University	500	500	0
14489	Shivam	Pandey	University of Pennsylvania	500	492	-8
12907	Yue	Peng	University of Pennsylvania	1290	1290	0
14744	Jonathan	Sciuto	Pillar College	131	131	0
14825	Ethan	Shea	Rider University	289	289	0
14816	Lizzie	Siegle	Bryn Mawr College	500	500	0
12924	Shay	Sinha	University of Pittsburgh	2092	2102	10
14830	Natalie	Stern	Bryn Mawr College	569	573	4
14817	Jingyi	Tang	Bryn Mawr College	500	500	0
8186	Louis	Taylor	University of Pennsylvania	1108	1108	0
14829	William	Tsang	Rider University	500	492	-8
14493	Vivek	Venkatram	University of Pennsylvania	780	786	6
12935	Stanley	Wang	University of Pittsburgh	369	371	2
13619	Timothy (P)	Wang	Pillar College	2586	2586	0
14494	Jason	Xian	University of Pennsylvania	569	573	4
13620	Kaden	Xu	Rutgers University	2719	2719	0
13707	Vasco	Xu	University of Pittsburgh	500	516	16
14745	Weijie	Zhou	Pillar College	15	14	-1