Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
17595	Chirag	Bhardwaj	University of Massachusetts-Lowell	890	890	0
14251	Chase	Bockoven	University of Massachusetts-Lowell	2344	2344	0
17531	Etienne	Buhrle	University of Massachusetts-Lowell	1557	1557	0
17603	Anuraag	Bukkuri	Dartmouth College	836	836	0
17560	Ata	Chowdhry	Boston College	604	600	-4
12035	Zihao	Fang	Boston College	607	607	0
17605	Chengzi	Guo	Dartmouth College	760	760	0
17609	Shijie	Guo	Dartmouth College	436	436	0
17602	Raphael	Huang	Dartmouth College	500	500	0
17495	Michelle	Hung	Massachusetts Institute of Technology	481	480	-1
13544	Andrew	Ilyas	Massachusetts Institute of Technology	925	925	0
13568	Liam	Jaouen	University of Massachusetts-Lowell	257	304	47
14248	Amanda	Jiang	Dartmouth College	1531	1530	-1
11945	Yanlin (BC)	Li	Boston College	875	830	-45
17554	Roy	Li	Boston College	1174	1178	4
17552	zhanhao	liao	Boston College	1736	1738	2
13543	Tzyy-Shyang	Lin	Massachusetts Institute of Technology	1419	1417	-2
17494	Elton	Lin	Massachusetts Institute of Technology	740	740	0
14314	Yixi	Liu	Massachusetts Institute of Technology	588	683	95
17558	Yitong	Liu	Boston College	483	483	0
17551	Joseph	McGrath	Boston College	1825	1825	0
17607	Coalter	Palmer	Dartmouth College	369	369	0
13569	Brian	Parlee	University of Massachusetts-Lowell	800	800	0
17556	Chad	Petschek	Boston College	759	764	5
17557	Bryan	Regalado	Boston College	447	447	0
17608	Margaret	Shufflebarger	Dartmouth College	366	316	-50
13545	Fei	Song	Massachusetts Institute of Technology	483	483	0
17662	Luke	Sorensen	Harvard University	500	500	0
17493	Siddharth	Sridhar	Massachusetts Institute of Technology	1193	1193	0
17663	Avi	Swartz	Harvard University	408	408	0
17610	Yunjin	Tong	Dartmouth College	483	438	-45
14253	Steven	Tran	University of Massachusetts-Lowell	209	209	0
17553	Danny	Villaruel	Boston College	70	118	48
17661	Steven	Walz	Harvard University	1719	1719	0
17555	Jianxin	Wang	Boston College	1919	1920	1
17604	Maxwell	Weintraub	Dartmouth College	873	873	0
13566	Matthew	Wu	University of Massachusetts-Lowell	2088	2088	0
17497	Yizhen	Xie	Massachusetts Institute of Technology	692	696	4
17492	Jie	Xu	Massachusetts Institute of Technology	1587	1587	0
13542	Andrew	Zhang	Massachusetts Institute of Technology	1086	1082	-4
17606	Michael	Zhou	Dartmouth College	647	647	0
17596	Brian	Zhou	University of Massachusetts-Lowell	675	671	-4
13599	Kendall	Zhu	Harvard University	491	491	0