Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
25319	Tianjun	Cai	Brandeis University	382	382	0
25467	David	Chen	Tufts University	780	781	1
25167	Kyran	Chen	Boston University	565	570	5
21485	Jenna	Chu	Brown University	460	460	0
21510	Max	Cui-Stein	Brandeis University	160	162	2
24718	Tanya	Deshpande	Brown University	1384	1379	-5
25165	Zhengqi	Dong	Boston University	620	620	0
25469	Armaan	Dugar	Tufts University	269	268	-1
24818	Brian	English	Worcester Polytechnic Institute	500	500	0
24717	Abby	Frenkel	Brown University	500	500	0
24720	Michael	Fu	Brown University	1018	1018	0
21482	Marena	Gardella	University of Massachusetts at Amherst	921	921	0
25398	Jacob	Gehtman	Brandeis University	571	571	0
25027	Vaishnavi Vivek	Gejji	Worcester Polytechnic Institute	339	338	-1
17267	Abby	Goldberg	Brown University	572	672	100
25399	Anh(Frank)	Hoang	Brandeis University	500	500	0
13551	Phong	Hoang	Tufts University	1516	1515	-1
24726	Elliot	Hong	Brown University	1	-1	-2
21487	Ray	Huang	Brown University	2185	2185	0
25164	Ruei-Yang	Huang	Boston University	927	927	0
25160	Yawei	Huang	Boston University	602	606	4
25468	Andrew	Kang	Tufts University	1089	1085	-4
24823	Noah	Kantor	Worcester Polytechnic Institute	1437	1443	6
25345	Phoebe	Kim	University of Massachusetts at Amherst	594	590	-4
25346	Lauren	Kim	University of Massachusetts at Amherst	956	906	-50
25158	Yulin	Li	Boston University	1091	1095	4
25166	Zihan	Liu	Boston University	1644	1640	-4
25317	Zheyuan	Liu	Brandeis University	1398	1396	-2
24822	Efthymios	Loukedes	Worcester Polytechnic Institute	1519	1520	1
21470	Yongjun	Lu	Duke University	1082	1079	-3
24819	Kaveer	Malik	Worcester Polytechnic Institute	500	500	0
16276	Sanjana	Manghnani	University of Massachusetts at Amherst	1195	1197	2
16278	Amanda	McCombs	University of Massachusetts at Amherst	1003	999	-4
21475	John	McDermott	University of Massachusetts at Amherst	2332	2332	0
16269	Abhiram	Nair	University of Massachusetts at Amherst	1444	1444	0
25159	Meha	Prabhu	Boston University	682	686	4
25162	Shubhankar	Ranade	Boston University	2303	2303	0
24821	Raunaq	Sandhu	Worcester Polytechnic Institute	491	487	-4
24532	Kylie	Scher	University of Massachusetts at Amherst	500	500	0
24531	Rushabh	Shah	University of Massachusetts at Amherst	1723	1724	1
21477	Veera	Sivarajan	University of Massachusetts at Amherst	2047	2047	0
17284	Youssef	Soliman	Tufts University	1344	1286	-58
24721	Ivo	Su	Brown University	1570	1571	1
24817	Harin	Vashi	Worcester Polytechnic Institute	1176	1182	6
24725	Harshini	Venkatachalam	Brown University	356	356	0
24556	Aaron	Wang	Brown University	146	246	100
24820	Chaoran	Wang	Worcester Polytechnic Institute	689	689	0
16270	Evan	Warner	University of Massachusetts at Amherst	1378	1378	0
24530	George	Wei	University of Massachusetts at Amherst	1752	1757	5
24724	Zhengying	Xia	Brown University	859	859	0
21488	Edward	Xing	Brown University	877	876	-1
25163	Ke	Xu	Boston University	1806	1807	1
21486	EngTse	Yeo	Brown University	514	510	-4
25355	Daniel	Zhang	University of Massachusetts at Amherst	974	973	-1
13301	Luke	Zheng	Boston University	1835	1835	0
25310	Richard	Zhu	Brandeis University	450	450	0
25157	Yiqi	Zou	Boston University	1423	1429	6