Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
12350	Rashik	Akkhar	Temple University	458	458	0
12354	Shi	Chang	University of Pittsburgh	823	823	0
13629	Wing Cheong Kelsey	Chow	Temple University	1061	1061	0
12719	Saumya	Chugh	Pennsylvania State University	920	963	43
12720	Jiafeng	Deng	Pennsylvania State University	679	1088	409
13706	Joshua	Dorn	University of Pittsburgh	500	500	0
9092	Sho	Hashizume	University of Pennsylvania	1894	1927	33
13622	Matthew	Hetherington	Pillar College	2180	2190	10
12875	Liwang	Huang	University of Pennsylvania	376	380	4
10077	Zi Xin	Lee	University of Pennsylvania	1580	1544	-36
12937	Esteban	Lizana	Pillar College	689	787	98
12873	Lucy	Ma	Stanford University	2157	2148	-9
12718	Mangyin	Mo	Pennsylvania State University	790	1445	655
11485	Qiyuan	Mo	Columbia University	2318	2326	8
9095	Joonwon	Moon	Temple University	1641	1591	-50
12356	Thai	Nguyen	University of Pittsburgh	941	878	-63
12721	Theodore	Rohrbach	Pennsylvania State University	495	600	105
13621	Jeremy	Sciuto	Pillar College	287	283	-4
12924	Shay	Sinha	University of Pittsburgh	2196	2186	-10
12915	Matthew	Sweeney	Temple University	877	882	5
13617	Tomonori	Teraoka	University of Pittsburgh	2058	1975	-83
13619	Timothy (P)	Wang	Pillar College	2586	2583	-3
12935	Stanley	Wang	University of Pittsburgh	371	369	-2
12925	Yuqing	Wu	University of Pittsburgh	1801	1802	1
13707	Vasco	Xu	University of Pittsburgh	500	500	0
13620	Kaden	Xu	Rutgers University	2716	2719	3
11539	Yaoli	Ye	Pennsylvania State University	1283	1283	0
13618	Lily	Yip	Pillar College	2353	2354	1
12904	Alex (P)	Zhao	University of Pennsylvania	803	795	-8