Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
8598	Neil	Gat	Harvard University	1129	1066	-63
9258	Marco	Gentili	Harvard University	991	991	0
10680	Alex	Kahng	Harvard University	1993	1986	-7
8471	Anson	Kahng	Harvard University	1586	1621	35
9827	Pranjal	Kukreja	University of Massachusetts, Boston	894	894	0
10806	Rayala	Lakshmi Sravya	Northeastern University	1275	1275	0
9829	Shi	Li	University of Massachusetts-Lowell	500	500	0
7084	Zhi	Li	Northeastern University	1553	1553	0
8469	Alvin	Lu	Harvard University	2063	2074	11
9120	Siyu	Meng	Massachusetts Institute of Technology	818	768	-50
9273	Saif	Mohammed	University of Massachusetts-Lowell	1184	1257	73
7710	Tue	Ngo	University of Massachusetts, Boston	1805	1760	-45
10681	Christian	Perez	Harvard University	894	1349	455
7081	Srinivas	Subramanyam	Massachusetts Institute of Technology	1831	1860	29
10811	Artem	Timoshenko	Massachusetts Institute of Technology	739	739	0
10571	Shyamal	Upadhyay	University of Massachusetts-Lowell	2223	2228	5
10814	Hong	Wang	Massachusetts Institute of Technology	1	1	0
9276	Connor	Williams	University of Massachusetts-Lowell	875	924	49
9825	Di (UNE)	Wu	Northeastern University	1815	1813	-2
8470	William	Xiao	Harvard University	1820	1818	-2
9278	Ruibo	Xie	University of Massachusetts, Boston	500	500	0
10807	Zhengyang	Xu	Northeastern University	170	270	100
10810	Jin	Xue	Massachusetts Institute of Technology	1080	1094	14
5834	Sze Zheng	Yong	Massachusetts Institute of Technology	1312	1280	-32
8600	Yong	Yu	Northeastern University	1969	1935	-34
10949	Xiangyang	Zaichen	Northeastern University	1549	1509	-40
10813	Heng	Zuo	Massachusetts Institute of Technology	500	500	0