Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
14598	Saleh	Alenaizan	North Carolina State University	592	592	0
13172	Charlie	Berman	Duke University	2218	2213	-5
24341	Dylan	Changela	North Carolina State University	179	179	0
17354	Fangchen	Chen	University of North Carolina at Chapel Hill	418	417	-1
17439	Boning	Chen	Duke University	2109	2105	-4
19164	David	Dick	North Carolina State University	630	629	-1
17420	Ben	Hicks	North Carolina State University	653	653	0
19162	Efekan	KÃ¶kcÃ¼	North Carolina State University	1012	1112	100
14408	Yoav	Kargon	Duke University	343	339	-4
17437	Sinja	Kuppers	Duke University	296	296	0
17436	Jenny	Li	Duke University	1126	1126	0
22676	Jeffrey	Lin	Duke University	1196	1200	4
22516	Sheng-Hsuan	Lin	North Carolina State University	1062	1062	0
19163	Ming	Liu	North Carolina State University	532	548	16
22558	Chuwen	Liu	University of North Carolina at Chapel Hill	1101	1097	-4
13422	Willow	Liu	University of North Carolina at Chapel Hill	856	857	1
13425	Changhao	Liu	University of California, Irvine	1742	1744	2
17345	Kevin (UNC)	Lu	University of North Carolina at Chapel Hill	1580	1528	-52
14556	Tony	Ma	University of North Carolina at Chapel Hill	2122	2125	3
19199	Justin	Ma	Duke University	1562	1562	0
17464	Mario	Munoz	Duke University	616	601	-15
22512	Sagnik	Nayak	North Carolina State University	351	351	0
13328	Stephen	Paul	North Carolina State University	408	408	0
17352	Shureed	Qazi	University of North Carolina at Chapel Hill	820	820	0
24326	Vivek	Samu	North Carolina State University	431	435	4
24325	Jay	Sawant	North Carolina State University	375	379	4
14396	Sabrina	Tran	Duke University	1951	1951	0
13173	Claire	Xiao	Duke University	2174	2153	-21
13174	Michael (Duke)	Zhang	Duke University	2036	2194	158
24417	Haibeii	Zhu	Duke University	287	283	-4