Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
28246	Taylor	Addis	University of Pittsburgh	1	-5	-6
26678	Samuel	Anthony	Lafayette College	266	276	10
28230	Nicholas	Atlas	Lehigh University	614	614	0
28141	Robert	Basalyga	Penn State Scranton	1	-5	-6
28054	Mary Kate	Bayer	Drexel	255	255	0
26881	Pratyaya	Bhattacharya	University of Pennsylvania	1157	1189	32
17729	Austin (Upenn)	Chen	University of Pennsylvania	1663	1663	0
24909	Stephanie	Chen	Harvard University	1930	1928	-2
25684	Adam	Cheng	Duke University	500	984	484
28253	Stefan	Choy	Lehigh University	1285	1285	0
28193	Luke	Clement	Shippensburg University	118	119	1
22658	Wenxin	Cui	Carnegie Mellon University	1886	1876	-10
26843	Venkat	Daita	University of Pittsburgh	440	440	0
26848	Caroline	Dash	University of Pittsburgh	312	312	0
28010	Simon	Davis	Rowan University	877	877	0
28227	Cooper	Delemus	Lehigh University	1	-2	-3
28050	Hrushikesh	Deshpande	Drexel	417	416	-1
28197	Nicholas	Effland	Shippensburg University	152	151	-1
28118	Allen	Gao	Penn State Scranton	179	179	0
28119	Hunter	Gebert	Penn State Scranton	1	-5	-6
28052	Yash	Gupta	Drexel	580	580	0
28129	Chris	Haudenschield	Penn State Scranton	152	151	-1
28245	Edison	Hauptman	University of Pittsburgh	1339	1289	-50
22667	Logan	Herman	Carnegie Mellon University	1873	1859	-14
28228	Will	Hoog	Lehigh University	137	136	-1
28194	Matthew	Hoover	Shippensburg University	62	65	3
28240	Van	Hu	University of Pennsylvania	2397	2397	0
22731	Shiyi	Jin	Bryn Mawr College	557	557	0
28057	Kok-Leang	Kaing	Drexel	42	45	3
26840	Jagruti	Kosaraju	University of Pittsburgh	983	983	0
28007	Kevin	Ku	Rowan University	156	155	-1
28137	Tim	Lee	Penn State Scranton	1	-2	-3
28117	George	Legg	Penn State Scranton	743	742	-1
26265	Meiyao	Li	Bryn Mawr College	44	50	6
22720	Yuanhao	Li	Carnegie Mellon University	1866	1874	8
24910	Cheryl Eloise	Lim	University of Pennsylvania	1893	1851	-42
27998	Honghao	Lin	Carnegie Mellon University	1748	1748	0
26838	Sina	Malakouti	University of Pittsburgh	2041	2041	0
22560	Rohit	Nambiar	Rowan University	1296	1221	-75
28210	Tze Ling	Ng	University of Pennsylvania	1858	1887	29
28055	Justin	Nguyen	Drexel	426	426	0
27996	Vinh	Nguyen	Drexel	2209	2209	0
26877	Rachel	Ou	University of Pennsylvania	2166	2166	0
26677	LiangYu	Pang	Lafayette College	500	543	43
28051	Jared	Pearlstein	Drexel	176	175	-1
28211	Daniel	Pollock	University of Pittsburgh	985	883	-102
26842	James	Puzon	University of Pittsburgh	1070	1115	45
26847	Sruthi	Ramaswamy	University of Pittsburgh	239	239	0
27995	Benjamin	Rudikoff	Lafayette College	797	797	0
24332	Ozgur	Seker	University of Pennsylvania	550	660	110
26830	Gina	Seo	Carnegie Mellon University	1723	1754	31
27997	Vidhi	Shah	Drexel	636	636	0
28049	Simran	Shamith	Drexel	634	637	3
26828	Chenbo	Shen	Duke University	519	515	-4
28061	Seth	Sjoberg	Shippensburg University	342	342	0
24847	Brian	Skillman	Rowan University	623	622	-1
28116	Matthew	Stone	Penn State Scranton	426	426	0
28231	Xiaoyu	Tong	Lehigh University	823	823	0
28053	Chi	Tran	Drexel	980	981	1
22781	Cesar	Urquizo	University of Pennsylvania	1674	1674	0
28178	Alex	Villalba	Lafayette College	500	500	0
26676	ChenYu	Wan	Lafayette College	370	376	6
28242	Xinxuan	Wang	University of Pennsylvania	607	611	4
26829	Tingyue	Wang	Carnegie Mellon University	366	357	-9
24904	Yucheng	Wu	Bryn Mawr College	963	963	0
28232	Zhigang (Chuck)	Wu	Lehigh University	749	749	0
28252	Shujiang	Wu	Lehigh University	920	920	0
28058	Alex	Xie	Drexel	500	500	0
28209	Xianfei	Xu	University of Pennsylvania	902	903	1
26876	Nathan	Xu	University of Pennsylvania	2607	2608	1
24905	Tiffany	Xue	Bryn Mawr College	259	268	9
28008	Lula	Yarra	Rowan University	851	951	100
28060	Nathan	Zeigler	Shippensburg University	665	664	-1
24993	Michael	Zhang	Carnegie Mellon University	2021	2020	-1