Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
25532	Ilya	Andreev	Massachusetts Institute of Technology	1380	1376	-4
29119	Samuel	Balagadde	University of Massachusetts-Lowell	256	260	4
26661	Matthew	Cannella	Wesleyan University	470	565	95
24909	Stephanie	Chen	Harvard University	1966	1962	-4
29319	Emily	Ding	Harvard University	1680	1660	-20
27055	Maya	Faber	Wesleyan University	132	135	3
30255	Miles	Henle	Wesleyan University	18	18	0
30438	Abdullah	Ijaz	University of Massachusetts-Lowell	500	500	0
30373	Sam	Korenbaum	Wesleyan University	500	500	0
30453	Grant	Lee	Massachusetts Institute of Technology	153	153	0
26701	Harvey	Lin	Harvard University	982	982	0
30369	William	Liu	Wesleyan University	761	761	0
30441	Julia	Meng	Massachusetts Institute of Technology	2054	2058	4
30445	Robin	Pan	Harvard University	1	-2	-3
29626	Levi	Romanov	Harvard University	1468	1472	4
28626	Sean	Roper	University of Massachusetts-Lowell	750	705	-45
28627	Ben	Roper	University of Massachusetts-Lowell	309	309	0
30439	Suganth	Sampathkumar	University of Massachusetts-Lowell	500	500	0
25601	Ryan	Tham	University of Massachusetts-Lowell	360	380	20
30372	Ethan	Valentino	Wesleyan University	500	500	0
30442	Yuheng	Wu	Massachusetts Institute of Technology	1583	1603	20
26662	Jeremy	Zay	Wesleyan University	450	430	-20
27002	Ana	Ziebarth	Wesleyan University	51	47	-4