Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
27224	Miora	Andriamahefa	Brown University	860	860	0
26313	FNU	AVINESH KRISHNAN	University of Massachusetts at Amherst	2144	2144	0
21501	Bold	Boldbayar	Wesleyan University	500	500	0
26661	Matthew	Cannella	Wesleyan University	500	482	-18
25167	Kyran	Chen	Boston University	1604	1606	2
21485	Jenna	Chu	Brown University	440	436	-4
26660	Luke	Consolati	Wesleyan University	500	500	0
24718	Tanya	Deshpande	Brown University	1373	1369	-4
27055	Maya	Faber	Wesleyan University	133	132	-1
24717	Abby	Frenkel	Brown University	496	496	0
24720	Michael	Fu	Brown University	2008	1957	-51
25161	Hailan	Gan	Boston University	686	786	100
21482	Marena	Gardella	University of Massachusetts at Amherst	919	916	-3
26675	Aanan	Goyal	Worcester Polytechnic Institute	1541	1541	0
27227	Katie	Gu	Brown University	1	-5	-6
27004	Yixi	Guo	University of Connecticut	860	860	0
7669	Zijian	Huang	University of Connecticut	1606	1604	-2
25164	Ruei-Yang	Huang	Boston University	1820	1820	0
21487	Ray	Huang	Brown University	2145	2132	-13
25160	Yawei	Huang	Boston University	764	764	0
26308	Anushka	Jain	University of Massachusetts at Amherst	1752	1702	-50
27000	Aansh	Jha	University of Connecticut	1861	1861	0
27006	Mark	Kamel	University of Connecticut	500	500	0
24823	Noah	Kantor	Worcester Polytechnic Institute	1443	1413	-30
25348	Emily	Kawiecki	University of Massachusetts at Amherst	500	500	0
25349	Emily	Larkin	University of Massachusetts at Amherst	528	532	4
26854	Sunshine	Li	University of Washington	2162	2162	0
24552	Ian	Limjoco	Wesleyan University	500	500	0
27017	Thomas	Liontis	Boston University	1154	1184	30
25317	Zheyuan	Liu	Brandeis University	1396	1381	-15
24822	Efthymios	Loukedes	Worcester Polytechnic Institute	1430	1437	7
21470	Yongjun	Lu	Duke University	1035	1040	5
27036	Skye	Mada	Boston University	52	58	6
24819	Kaveer	Malik	Worcester Polytechnic Institute	500	465	-35
21475	John	McDermott	University of Massachusetts at Amherst	2376	2376	0
26673	Amey	More	Worcester Polytechnic Institute	569	574	5
26312	Kago	Motsoma	University of Massachusetts at Amherst	1303	1303	0
26314	Aiden	Nguyen	University of Massachusetts at Amherst	2385	2385	0
27223	Li-Heng	Pan	Brown University	818	818	0
27005	Devanshi	Patel	University of Connecticut	289	289	0
27034	Zitai	Peng	Boston University	1461	1465	4
27222	Anush	Ranka	Brown University	1963	1930	-33
24821	Raunaq	Sandhu	Worcester Polytechnic Institute	447	439	-8
24532	Kylie	Scher	University of Massachusetts at Amherst	683	681	-2
24554	Kaung	Sein	University of Massachusetts at Amherst	1400	1408	8
24531	Rushabh	Shah	University of Massachusetts at Amherst	1936	1926	-10
26311	Ruchira	Sharma	University of Massachusetts at Amherst	500	500	0
21477	Veera	Sivarajan	University of Massachusetts at Amherst	2088	2093	5
26991	Zachary	Skrabacz	University of Connecticut	1432	1432	0
26674	Bishoy	Soliman Hanna	Worcester Polytechnic Institute	500	500	0
24721	Ivo	Su	Brown University	1694	1694	0
27020	Rama	Varanasi	Boston University	1522	1522	0
27033	Nikhil Nandha	Veeraraghawan	Boston University	2193	2206	13
24556	Aaron	Wang	Brown University	336	372	36
27018	Jinyi	Wei	Duke University	1748	1839	91
27003	Alexander	Wright	University of Connecticut	2051	2060	9
21488	Edward	Xing	Brown University	836	836	0
26662	Jeremy	Zay	Wesleyan University	500	500	0
26712	Yiquan	Zhang	Brandeis University	1293	1291	-2
27226	Yuhong	Zhang	Brown University	894	894	0
27019	Bowen	Zhang	Boston University	1754	1796	42
25355	Daniel	Zhang	University of Massachusetts at Amherst	1073	1073	0
25310	Richard	Zhu	Brandeis University	450	471	21
27002	Ana	Ziebarth	Wesleyan University	51	51	0