Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
25351	Lakshya	Aggarwal	University of Massachusetts at Amherst	2250	2250	0
27224	Miora	Andriamahefa	Brown University	860	877	17
25167	Kyran	Chen	Boston University	1606	1714	108
21485	Jenna	Chu	Brown University	436	434	-2
24720	Michael	Fu	Brown University	1957	2052	95
21482	Marena	Gardella	University of Massachusetts at Amherst	916	870	-46
25398	Jacob	Gehtman	Brandeis University	571	990	419
25027	Vaishnavi Vivek	Gejji	Worcester Polytechnic Institute	338	368	30
26675	Aanan	Goyal	Worcester Polytechnic Institute	1541	1520	-21
27227	Katie	Gu	Brown University	1	1	0
27004	Yixi	Guo	University of Connecticut	860	840	-20
21487	Ray	Huang	Brown University	2132	2114	-18
25160	Yawei	Huang	Boston University	764	795	31
26308	Anushka	Jain	University of Massachusetts at Amherst	1752	1745	-7
27000	Aansh	Jha	University of Connecticut	1908	1903	-5
27006	Mark	Kamel	University of Connecticut	500	493	-7
25348	Emily	Kawiecki	University of Massachusetts at Amherst	1142	1092	-50
25349	Emily	Larkin	University of Massachusetts at Amherst	532	532	0
26854	Sunshine	Li	University of Washington	2162	2090	-72
27017	Thomas	Liontis	Boston University	1184	1084	-100
25317	Zheyuan	Liu	Brandeis University	1381	1379	-2
21470	Yongjun	Lu	Duke University	1040	1043	3
27036	Skye	Mada	Boston University	58	634	576
24819	Kaveer	Malik	Worcester Polytechnic Institute	465	582	117
21475	John	McDermott	University of Massachusetts at Amherst	2376	2376	0
26673	Amey	More	Worcester Polytechnic Institute	574	664	90
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	841	23
27034	Zitai	Peng	Boston University	1465	1842	377
27222	Anush	Ranka	Brown University	1930	1914	-16
24821	Raunaq	Sandhu	Worcester Polytechnic Institute	749	749	0
24532	Kylie	Scher	University of Massachusetts at Amherst	681	677	-4
28224	Maxwell	Schneider-White	Brown University	500	500	0
24531	Rushabh	Shah	University of Massachusetts at Amherst	1926	1899	-27
28225	Yatharth	Sharma	Brown University	500	500	0
28212	Jason	Situ	Tufts University	2119	2069	-50
21477	Veera	Sivarajan	University of Massachusetts at Amherst	2093	2129	36
26991	Zachary	Skrabacz	University of Connecticut	1432	1454	22
24721	Ivo	Su	Brown University	1694	1692	-2
24817	Harin	Vashi	Worcester Polytechnic Institute	1181	1131	-50
27033	Nikhil Nandha	Veeraraghawan	Boston University	2206	2224	18
24725	Harshini	Venkatachalam	Brown University	476	445	-31
24556	Aaron	Wang	Brown University	372	372	0
27018	Jinyi	Wei	Duke University	1839	1936	97
27003	Alexander	Wright	University of Connecticut	2060	1994	-66
21488	Edward	Xing	Brown University	836	843	7
27226	Yuhong	Zhang	Brown University	894	894	0
27019	Bowen	Zhang	Boston University	1796	1821	25
26712	Yiquan	Zhang	Brandeis University	1291	1239	-52
25355	Daniel	Zhang	University of Massachusetts at Amherst	1073	1073	0