Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
28630	Viktor	Akhonen	University of Massachusetts-Lowell	500	500	0
30699	Caden	Caver	Northeastern University	911	1011	100
28886	Jonathan	Cohen	University of Vermont	543	543	0
26971	Nolan	Cyr	University of Vermont	1326	1326	0
29319	Emily	Ding	Harvard University	1660	1610	-50
31353	Peter	Doan	University of Massachusetts-Lowell	500	500	0
31212	Logan	Fortier	University of Vermont	498	494	-4
30589	Phuc	Ho	University of Massachusetts-Lowell	422	422	0
30297	John	Hyatt	University of Vermont	26	33	7
30560	Adhiraj	Kapoor	Northeastern University	1834	1834	0
30098	Qihao	Lin	Northeastern University	1663	1673	10
30291	Hongzuo	Liu	Northeastern University	2248	2246	-2
31211	Chris	McElroy	University of Vermont	1710	1710	0
30696	Aditya	Mitra	Northeastern University	1967	1997	30
31344	Winston	Qian	Harvard University	1677	1677	0
31354	Carlyle James	Rabe	University of Massachusetts-Lowell	305	305	0
31345	Milad	Rezaei Hajidehi	Harvard University	890	890	0
28627	Ben	Roper	University of Massachusetts-Lowell	309	309	0
30439	Suganth	Sampathkumar	University of Massachusetts-Lowell	500	500	0
30673	Vidyuth	Subbiah Ramkumar	Northeastern University	1746	1736	-10
29627	Marianne	Wang	Harvard University	2107	2077	-30
31348	Chin-Dian	Wei	Harvard University	586	590	4
31355	Xingyu	Wu	University of Massachusetts-Lowell	1	-6	-7
29625	Kelly	Yenn	Harvard University	2399	2401	2
31343	Guangfeng	Yu	University of Massachusetts-Lowell	500	500	0