Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
22735	Santiago	Acosta	New Jersey Institute of Technology	2347	2360	13
27282	Sarika	Ahire	Princeton University	2191	2184	-7
29231	Fan	Bu	Columbia University	500	500	0
25536	Zery	Chan	Columbia University	2111	2114	3
29253	Peiyuan	Chen	Columbia University	879	879	0
29242	Yiyou	Chen	Princeton University	1997	1994	-3
29233	Shengfu	Deng	New Jersey Institute of Technology	1192	1192	0
26407	Renny	Gong	Columbia University	2279	2269	-10
29235	Hamza	Kalkan	New Jersey Institute of Technology	500	500	0
28071	Lexiao	Lai	Columbia University	1439	1435	-4
29395	Samuel	Levshteyn	New Jersey Institute of Technology	262	262	0
22592	Samuel	Li	Princeton University	1999	1999	0
29244	Yueyi	Li	Princeton University	500	500	0
29394	Dave	Persaud	New Jersey Institute of Technology	262	262	0
29264	Jerod	Roberts	New Jersey Institute of Technology	1105	1105	0
29237	Mark	Schultheis	New Jersey Institute of Technology	500	500	0
29393	Hwa-Lyang	Sugihara	New Jersey Institute of Technology	262	262	0
29238	Kenji	Tobe	New Jersey Institute of Technology	500	500	0
29234	Rohan	Tumkur	New Jersey Institute of Technology	1571	1656	85
29278	Jerome	Vallar	Columbia University	1527	1527	0
27009	Zixuan	Wu	Columbia University	1564	1564	0
21533	Han	Xiao	Columbia University	1784	1753	-31
29229	Gilbert	Yang	Columbia University	500	500	0
29277	Chengyuan	Yao	Columbia University	262	262	0
29236	Fred	Yi	New Jersey Institute of Technology	894	894	0
27008	Fengwei	Zhan	Rutgers University	1292	1292	0
27283	Daisy	Zhang	Princeton University	2039	2039	0
21532	Zhou	Zhang	Columbia University	2219	2224	5