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 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