Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
13982	Rahul	Acharya	Northeastern University	2306	2296	-10
14037	Nathan	Blais	University of New Hampshire	1472	1521	49
14251	Chase	Bockoven	University of Massachusetts-Lowell	2281	2363	82
12494	Herbert	Chang	Dartmouth College	500	510	10
11903	Austin (H)	Duenas	Harvard University	1673	1622	-51
14038	Tristan	Hart-Bonville	University of New Hampshire	440	455	15
13544	Andrew	Ilyas	Massachusetts Institute of Technology	100	787	687
14248	Amanda	Jiang	Dartmouth College	1581	1531	-50
9829	Shi	Li	University of Massachusetts-Lowell	514	529	15
13543	Tzyy-Shyang	Lin	Massachusetts Institute of Technology	1419	1419	0
14043	Dean	Ly	University of New Hampshire	291	288	-3
13598	Branton	Nestor	Harvard University	1986	1979	-7
13569	Brian	Parlee	University of Massachusetts-Lowell	813	800	-13
11917	Siyuan	Qin	Dartmouth College	1820	1772	-48
16157	Ziwei	Qiu	Harvard University	50	50	0
13984	Aashal	Shah	Northeastern University	1792	1792	0
10804	Michael (NEU)	Wang	Northeastern University	2378	2373	-5
13566	Matthew	Wu	University of Massachusetts-Lowell	2088	2088	0
16037	Tinglei	Wu	Northeastern University	2421	2424	3
11907	Jen	Xu	Harvard University	648	648	0
10810	Jin	Xue	Massachusetts Institute of Technology	1062	1162	100
13981	Zhanwen	Yang	University of Illinois at Urbana-Champaign	2375	2361	-14
14247	James	Yang	Dartmouth College	2022	2029	7
14223	Cameron	Young	University of New Hampshire	500	500	0
11919	Nathan	Yu	Dartmouth College	412	415	3
13542	Andrew	Zhang	Massachusetts Institute of Technology	986	1086	100
13599	Kendall	Zhu	Harvard University	531	491	-40