Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
8997	Ricardo	Aguayo	Brandeis University	1253	1264	11
7053	Dan	Arcaro	Boston University	1123	1171	48
9013	Ahmed	Bardooli	Tufts University	500	500	0
7979	Phillip	Benoit	University of Connecticut	960	957	-3
9014	Danny	Bottino	Rutgers University	595	595	0
7985	Stephen	Bourget	University of Massachusetts at Amherst	1302	1308	6
7984	Matthew	Bourque	University of Massachusetts at Amherst	1109	1144	35
6311	Jesse	Cooper	Tufts University	1334	1334	0
9007	Martin	Elxnath	University of Connecticut	2100	2096	-4
7051	Wesley	Fan	Boston University	2191	2195	4
8996	Marc	Hoemberger	Brandeis University	1078	1078	0
7982	Kyle	Landry	University of Massachusetts at Amherst	1186	1180	-6
7976	Hotai	Law	University of Connecticut	1000	1008	8
4662	Keng	Lei	Boston University	1336	1291	-45
7763	Andrew	Li	Brown University	1152	1255	103
7073	Kenneth	Litt	University of Connecticut	1419	1389	-30
7063	Minjing	Liu	Boston University	673	673	0
7975	Ratan	Marwah	Tufts University	997	1096	99
9017	Mariah	McCann	University of Connecticut	435	435	0
7072	Jerry	Ming	University of Connecticut	1201	1226	25
9001	Masahiro	Nakanishi	Brown University	1280	1282	2
7969	Jake	Nathanson	Brandeis University	983	981	-2
7060	Scott	Nicholson	Tufts University	942	942	0
7986	Shane	O'Conner	University of Massachusetts at Amherst	992	992	0
9012	JR	Oguike	Tufts University	500	500	0
9018	Qing	Peng	University of Connecticut	719	719	0
7071	Vanessa	Petroj	University of Connecticut	1809	1815	6
9002	Chao	Qian	Brown University	500	500	0
9004	Vesselina	Ratcheva	Brown University	500	500	0
6318	Erin	Roh	Boston University	778	778	0
9010	Jake	Schmitz	Tufts University	882	879	-3
8843	Nate	Scholnick	University of Massachusetts at Amherst	982	975	-7
7965	Vadim	Sherman	Boston University	1682	1621	-61
9011	Yuji	Takeda	Tufts University	1073	1073	0
9003	Qingleng	Tan	Brown University	357	357	0
9009	Srivatsav	Tangirala	University of Massachusetts at Amherst	1689	1694	5
7981	Andrew (UMA)	Wang	University of Massachusetts at Amherst	1418	1333	-85
9005	Tsung	Weng	University of Kansas	1657	1657	0
8998	Tian	Xu	Brandeis University	1008	1007	-1
9015	Xin	Xu	Boston University	481	481	0
9000	Nancy	Zhou	Brown University	1215	1212	-3