Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
31391	Jared	Abaiza	Georgetown University	882	883	1
31420	John	Abela	The Catholic University of America	406	406	0
29935	Yash	Agarwal	Georgetown University	894	894	0
30573	Ayman	Alam	Georgetown University	500	500	0
31419	Nathaniel	Barish	The Catholic University of America	130	130	0
31386	Juliet	Boelhouwer	Georgetown University	479	475	-4
29934	Finn	Brenan	Georgetown University	1827	1776	-51
31418	Matthew	Burnham	The Catholic University of America	79	79	0
31141	Jonathan	Cai	University of Maryland at College Park	2113	2113	0
26781	Alex	Chen	Johns Hopkins University	1777	1777	0
31468	Yanchen	Chen	Johns Hopkins University	1423	1523	100
30074	Ananya	Chopra	University of Maryland at College Park	1092	1092	0
31464	Yuansheng (Tim)	Deng	Johns Hopkins University	1962	1958	-4
31421	Aidan	Driscoll	The Catholic University of America	500	500	0
31467	Yikai	He	Johns Hopkins University	1634	1634	0
30051	Tyler	James	George Washington University	368	368	0
30559	Dave	Joo	Georgetown University	500	496	-4
31390	Michael	Katz	Georgetown University	903	904	1
31422	Charles	Kelleher	The Catholic University of America	667	667	0
29871	Abdullah	Khan	Johns Hopkins University	690	694	4
30050	Noah	Kim	George Washington University	1039	1139	100
31509	Chandan	Kumar Ramamurthy	George Washington University	369	369	0
30075	Amanda	Lau	University of Maryland at College Park	1242	1242	0
31387	Lily	Lawler	Georgetown University	1	-5	-6
31465	Chloe	Lee	Johns Hopkins University	1917	1917	0
29690	Qingyi	Li	Johns Hopkins University	131	137	6
26963	Amy	Li	Georgetown University	965	965	0
31510	Yanlin	Liu	George Washington University	430	427	-3
31511	Ethan	Lun	George Washington University	500	495	-5
31389	Sara	Melese	Georgetown University	440	443	3
31373	Cyndy	Meng	University of Maryland at College Park	1682	1678	-4
28728	Nicholas	Nash	University of Maryland at College Park	2068	2018	-50
31388	Neha	Nimma	Georgetown University	602	600	-2
31469	Tsolmon	Otgonbat	Johns Hopkins University	588	592	4
31507	Juan Diego	Pichling	George Washington University	568	572	4
28602	Kay Leen	Soh	Johns Hopkins University	507	509	2
31508	Yanlei	Su	George Washington University	645	644	-1
28731	Gayatri	Swaminathan	University of Maryland at College Park	2176	2176	0
31466	Caden	Tan	Johns Hopkins University	1690	1690	0
31471	Jinghe (Jennifer)	Xiao	Johns Hopkins University	1770	1774	4
31140	James	Zhang	University of Maryland at College Park	2050	2055	5