Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
26678	Samuel	Anthony	Lafayette College	276	286	10
26881	Pratyaya	Bhattacharya	University of Pennsylvania	1194	1501	307
26679	Sidath	Chandrasena	Lafayette College	1055	1057	2
24909	Stephanie	Chen	Harvard University	1873	1966	93
29409	Xin	Chen	University of Pennsylvania	670	670	0
28919	Yue	Chen	Bryn Mawr College	1	1	0
28253	Stefan	Choy	Lehigh University	1285	1324	39
28193	Luke	Clement	Shippensburg University	119	114	-5
26848	Caroline	Dash	University of Pittsburgh	815	915	100
28010	Simon	Davis	Rowan University	898	780	-118
28227	Cooper	Delemus	Lehigh University	1184	1223	39
29071	Xuliang	Deng	Carnegie Mellon University	1523	1513	-10
28050	Hrushikesh	Deshpande	Drexel	416	1209	793
29350	Brian	Gerra	Drexel	563	563	0
29374	Chris	Giannaras	Lehigh University	329	329	0
26880	Jaideep	Grewal	University of Pennsylvania	1712	1662	-50
28306	Parth	Gujar	Rowan University	1063	1328	265
28245	Edison	Hauptman	University of Pittsburgh	1420	1423	3
28228	Will	Hoog	Lehigh University	139	251	112
28057	Kok-Leang	Kaing	Drexel	45	627	582
29005	Timothy	Kim	University of Pennsylvania	2207	2207	0
29340	Nicholas	Kornilow	Shippensburg University	299	288	-11
26840	Jagruti	Kosaraju	University of Pittsburgh	1073	1173	100
29351	Huong (Hailie)	Le	Drexel	754	754	0
26265	Meiyao	Li	Bryn Mawr College	50	62	12
24910	Cheryl Eloise	Lim	University of Pennsylvania	1876	1870	-6
27998	Honghao	Lin	Carnegie Mellon University	1874	1847	-27
29352	Jiachen	Liu	Drexel	500	500	0
29016	Ethan	Maher	Lehigh University	695	696	1
29269	Ean	Miklosey	Rowan University	642	634	-8
29367	Ram	Mohan	Drexel	1011	1010	-1
28922	Hazel	Nguyen	Bryn Mawr College	1	-8	-9
26877	Rachel	Ou	University of Pennsylvania	2195	2128	-67
28865	Khoa	Pham	Bucknell University	1	1	0
28211	Daniel	Pollock	University of Pittsburgh	985	1010	25
26842	James	Puzon	University of Pittsburgh	1216	1196	-20
25686	Abdelrahman	Qamhia	Lehigh University	500	509	9
26847	Sruthi	Ramaswamy	University of Pittsburgh	330	332	2
28887	Yaseen	Saleh	Lafayette College	606	606	0
29033	Carlos	Santana	University of Pennsylvania	1265	1265	0
29292	Jonathon	Seitz	Bucknell University	1280	1222	-58
26830	Gina	Seo	Carnegie Mellon University	1723	1673	-50
29070	Parth	Shah	Carnegie Mellon University	1667	1657	-10
29073	Numa	Shaikh	Carnegie Mellon University	1151	1151	0
29384	Arushi	Sharma	University of Pittsburgh	1	-5	-6
28958	Yukai	Song	University of Pittsburgh	821	833	12
29072	Yuet Ning	Tan	Carnegie Mellon University	136	139	3
28231	Xiaoyu	Tong	Lehigh University	823	822	-1
28866	Kiet	Tran	Bucknell University	500	498	-2
29366	Phong	Tran	Drexel	925	929	4
28053	Chi	Tran	Drexel	981	988	7
22781	Cesar	Urquizo	University of Pennsylvania	1689	1639	-50
26676	ChenYu	Wan	Lafayette College	376	376	0
28957	Danny	Wan	University of Pittsburgh	2135	2144	9
28856	Zi	Wang	Bucknell University	500	542	42
28921	Zeyang	Wang	Bryn Mawr College	500	500	0
29339	Logan	Weiser	Shippensburg University	275	274	-1
24904	Yucheng	Wu	Bryn Mawr College	962	955	-7
28232	Zhigang (Chuck)	Wu	Lehigh University	849	858	9
29383	Jintian	Xu	University of Pittsburgh	785	785	0
28008	Lula	Yarra	Rowan University	1117	1092	-25
28060	Nathan	Zeigler	Shippensburg University	664	660	-4
24993	Michael	Zhang	Carnegie Mellon University	2305	2313	8
29074	Yuxin	Zheng	Carnegie Mellon University	165	163	-2
29408	Clara (Meng)	Zhou	University of Pennsylvania	1217	1167	-50