Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
22735	Santiago	Acosta	New Jersey Institute of Technology	2326	2326	0
25536	Zery	Chan	Columbia University	2121	2121	0
29253	Peiyuan	Chen	Columbia University	1773	1706	-67
29233	Shengfu	Deng	New Jersey Institute of Technology	1192	1292	100
30396	Nicole	Deng	Princeton University	1878	1881	3
28011	Yuchen	Ding	Columbia University	2242	2242	0
29241	Jerry	Du	Princeton University	1720	1733	13
29240	Sanjay	Kumar Keshava	Princeton University	1595	1595	0
29395	Samuel	Levshteyn	New Jersey Institute of Technology	262	262	0
29264	Jerod	Roberts	New Jersey Institute of Technology	1105	1105	0
29278	Jerome	Vallar	Columbia University	2001	2014	13
29939	Thomas	Yuan	Columbia University	2067	2068	1
27283	Daisy	Zhang	Princeton University	2039	2026	-13