Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
8997	Ricardo	Aguayo	Brandeis University	1147	1085	-62
7053	Dan	Arcaro	Boston University	1205	1192	-13
10577	Jon	Bardzilawskie	University of Massachusetts at Amherst	1053	977	-76
7979	Phillip	Benoit	University of Connecticut	976	976	0
9014	Danny	Bottino	Rutgers University	635	634	-1
7985	Stephen	Bourget	University of Massachusetts at Amherst	1701	1698	-3
7984	Matthew	Bourque	University of Massachusetts at Amherst	1188	1172	-16
10685	Filip	Bystricky	Brown University	500	600	100
10683	Samuel	Chan	Brown University	500	500	0
10664	Kevin	Chan	Boston University	1143	1173	30
10669	Jiadong	Chen	Boston University	500	500	0
11434	Nathaniel	Dickstein	University of Massachusetts at Amherst	500	500	0
7051	Wesley	Fan	Boston University	2197	2198	1
7974	Dennis	Fee	Tufts University	990	983	-7
9814	Ethan	Fulton	University of Connecticut	1334	1681	347
11436	Aahlad	Gogineni	Tufts University	193	193	0
8996	Marc	Hoemberger	Brandeis University	1112	1118	6
10665	Kashal	Jaju	Boston University	150	150	0
10679	Corey	Ky	University of Connecticut	431	431	0
11223	Xinyue	Li	Brandeis University	1283	1268	-15
11435	Jingyu	Li	University of Connecticut	959	975	16
10733	YuHang	Li	University of Connecticut	262	262	0
7063	Minjing	Liu	Boston University	699	789	90
11222	Diem	Mai Cao	Boston University	519	527	8
10684	Michael	Markell	Brown University	1008	1097	89
9017	Mariah	McCann	University of Connecticut	515	505	-10
9001	Masahiro	Nakanishi	Brown University	1726	1700	-26
10699	Duong (B)	Nguyen	Brandeis University	2008	2007	-1
10676	Yunlu	Shu	University of Connecticut	951	1183	232
9011	Yuji	Takeda	Tufts University	1254	1254	0
9009	Srivatsav	Tangirala	University of Massachusetts at Amherst	1612	1579	-33
10700	Tom	Wang	Brandeis University	785	888	103
9005	Tsung	Weng	University of Kansas	1686	1701	15
9015	Xin	Xu	Boston University	500	510	10
9818	Xiaye	Xu	Boston University	638	638	0
7966	WonJae	Yang	Boston University	1109	1099	-10
10734	Kejia	Yang	University of Connecticut	431	423	-8
9008	William	Zhang	University of Connecticut	1454	1401	-53
9000	Nancy	Zhou	Brown University	1831	1802	-29