Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
30294	Liam	Atkins	University of Vermont	1286	1232	-54
30317	Palash	Bhathena	University of Massachusetts at Amherst	287	287	0
28556	Haochuan (Daniel)	Chao	University of Massachusetts at Amherst	1164	1164	0
28557	Purval	Hanchate	University of Massachusetts at Amherst	2032	2015	-17
25590	Hoang	Huynh	University of Vermont	542	542	0
30098	Qihao	Lin	Northeastern University	1659	1663	4
30290	Jiachen	Lin	Northeastern University	891	874	-17
30291	Hongzuo	Liu	Northeastern University	1324	1434	110
30318	Jonathan	Liu	University of Massachusetts at Amherst	500	500	0
28885	Emily	Merryman	University of Vermont	1194	1194	0
26314	Aiden	Nguyen	University of Massachusetts at Amherst	2101	2051	-50
30288	Mingxuan	Nie	Northeastern University	2067	2074	7
29428	Omeet	Patel	University of Massachusetts at Amherst	941	977	36
28558	Uttara	Prakash	University of Massachusetts at Amherst	1995	2005	10
26965	Tshering	Sherpa	University of Vermont	1571	1567	-4
30320	Jenny	Tang	University of Massachusetts at Amherst	1129	1130	1
28883	Rory	Ulmer	University of Vermont	739	769	30
28559	Zhiyang (Anita)	Wen	University of Massachusetts at Amherst	525	525	0