Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
7052	Yash	Adhikari	Boston University	836	863	27
9816	Harshit	Agrawal	Tufts University	500	500	0
8997	Ricardo	Aguayo	Brandeis University	1264	1147	-117
7053	Dan	Arcaro	Boston University	1171	1212	41
7979	Phillip	Benoit	University of Connecticut	957	968	11
7985	Stephen	Bourget	University of Massachusetts at Amherst	1308	1319	11
7984	Matthew	Bourque	University of Massachusetts at Amherst	1144	1164	20
6311	Jesse	Cooper	Tufts University	1334	1324	-10
7974	Dennis	Fee	Tufts University	996	990	-6
9814	Ethan	Fulton	University of Connecticut	1379	1359	-20
8996	Marc	Hoemberger	Brandeis University	1078	1116	38
9819	Lei	Jiang	Boston University	719	719	0
4662	Keng	Lei	Boston University	1291	1305	14
7763	Andrew	Li	Brown University	1255	1245	-10
9019	Yilan	Liang	University of Connecticut	481	481	0
7073	Kenneth	Litt	University of Connecticut	1389	1351	-38
7063	Minjing	Liu	Boston University	673	686	13
7767	Ben	Lovenheim	Brandeis University	1224	1217	-7
7970	Cody	Ma	Brown University	1796	1791	-5
7975	Ratan	Marwah	Tufts University	1096	1088	-8
9017	Mariah	McCann	University of Connecticut	435	435	0
7072	Jerry	Ming	University of Connecticut	1226	1218	-8
9001	Masahiro	Nakanishi	Brown University	1282	1317	35
7969	Jake	Nathanson	Brandeis University	981	1074	93
7060	Scott	Nicholson	Tufts University	942	942	0
9012	JR	Oguike	Tufts University	500	500	0
9018	Qing	Peng	University of Connecticut	719	706	-13
7071	Vanessa	Petroj	University of Connecticut	1815	1824	9
9815	Nikolai	Renedo	Tufts University	952	954	2
8843	Nate	Scholnick	University of Massachusetts at Amherst	975	935	-40
9011	Yuji	Takeda	Tufts University	1073	1089	16
9009	Srivatsav	Tangirala	University of Massachusetts at Amherst	1694	1644	-50
9005	Tsung	Weng	University of Kansas	1657	1653	-4
9015	Xin	Xu	Boston University	500	500	0
9818	Xiaye	Xu	Boston University	673	673	0
9008	William	Zhang	University of Connecticut	1456	1457	1
9000	Nancy	Zhou	Brown University	1212	1341	129