Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
29320	Naina	Aggarwal	Johns Hopkins University	748	738	-10
28268	Omar	Andujar	Georgetown University	2169	2176	7
28931	Simran	Arora	Georgetown University	894	892	-2
26726	Nathan	Chan	University of Maryland at College Park	1042	1745	703
25640	Spencer	Chen	University of Maryland at College Park	773	899	126
28901	Miaofan	Chen	University of Maryland at College Park	757	765	8
26781	Alex	Chen	Johns Hopkins University	1784	1808	24
28597	Weixi	Chen	Johns Hopkins University	1126	1075	-51
28725	Saksham	Dev	George Mason University	1856	1843	-13
29279	Natalie	Diez	George Washington University	375	375	0
23100	Peter	Ge	Johns Hopkins University	1944	1861	-83
28729	David	Guan	University of Maryland at College Park	1559	1559	0
28598	Anoushka	Gupta	Johns Hopkins University	894	889	-5
28937	Wei-Chi	Huang	Georgetown University	479	472	-7
28933	Aniket	Konkar	George Washington University	784	734	-50
29294	Srikar Daniel	Kothalanka	George Mason University	1314	1315	1
28938	Angier	Lei	George Washington University	221	221	0
26963	Amy	Li	Georgetown University	958	965	7
28705	Adam	Manuel	George Mason University	500	500	0
28934	Tristan	Murdoch	Georgetown University	373	373	0
28728	Nicholas	Nash	University of Maryland at College Park	1984	1939	-45
27235	Matthew	Nguyen	Johns Hopkins University	1618	1608	-10
28719	Austin	Nguyen	George Mason University	1	1	0
28732	Benicio	Nix	University of Maryland at College Park	1877	1860	-17
28930	Roham	Paslar	George Washington University	1747	1722	-25
26962	Will	Sun	Georgetown University	1848	1965	117
29258	Yining	Sun	Johns Hopkins University	614	611	-3
28731	Gayatri	Swaminathan	University of Maryland at College Park	2128	2116	-12
28198	Jiahao	Wang	Johns Hopkins University	446	546	100
26819	Ethan	Wertlieb	George Washington University	852	838	-14
26730	Jane	Zhang	University of Maryland at College Park	733	736	3
28935	Heran	Zhang	Georgetown University	281	281	0
29399	Yuning	Zhang	University of Maryland at College Park	987	991	4
25051	Stephanie	Zhang	University of Maryland at College Park	2130	2093	-37
28596	Minghao	Zhao	Johns Hopkins University	1092	1197	105
28600	Yan	Zhong	Johns Hopkins University	500	507	7