Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
26678	Samuel	Anthony	Lafayette College	274	266	-8
26881	Pratyaya	Bhattacharya	University of Pennsylvania	1145	1157	12
26679	Sidath	Chandrasena	Lafayette College	1057	1055	-2
22658	Wenxin	Cui	Carnegie Mellon University	1896	1886	-10
26846	Yuxuan	Feng	University of Pittsburgh	459	464	5
22667	Logan	Herman	Carnegie Mellon University	1841	1843	2
22731	Shiyi	Jin	Bryn Mawr College	557	557	0
26840	Jagruti	Kosaraju	University of Pittsburgh	982	983	1
22720	Yuanhao	Li	Carnegie Mellon University	1866	1866	0
26265	Meiyao	Li	Bryn Mawr College	45	44	-1
26838	Sina	Malakouti	University of Pittsburgh	2054	2041	-13
26841	Connor	McEwen	University of Pittsburgh	1145	1141	-4
22660	TzeLing	Ng	Carnegie Mellon University	1960	1970	10
26877	Rachel	Ou	University of Pennsylvania	2166	2166	0
26677	LiangYu	Pang	Lafayette College	500	500	0
26842	James	Puzon	University of Pittsburgh	363	367	4
26847	Sruthi	Ramaswamy	University of Pittsburgh	239	239	0
26830	Gina	Seo	Carnegie Mellon University	1723	1723	0
26828	Chenbo	Shen	Duke University	515	519	4
22781	Cesar	Urquizo	University of Pennsylvania	1676	1674	-2
26826	Praveen	Venkatesh	Carnegie Mellon University	995	996	1
26676	ChenYu	Wan	Lafayette College	370	370	0
22662	Derek	Wang	Carnegie Mellon University	1942	1942	0
26829	Tingyue	Wang	Carnegie Mellon University	370	366	-4
24904	Yucheng	Wu	Bryn Mawr College	971	963	-8
26266	Jiayi	Xu	Bryn Mawr College	189	189	0
26876	Nathan	Xu	University of Pennsylvania	2607	2607	0
24905	Tiffany	Xue	Bryn Mawr College	260	259	-1
22783	Mary(Sihan)	Ye	University of Pennsylvania	427	424	-3
26879	Vijay	Yevatkar	University of Pennsylvania	363	367	4
24993	Michael	Zhang	Carnegie Mellon University	2008	2021	13
26839	Zhaoyang	Zheng	University of Pittsburgh	1033	1033	0