Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
13772	Johnson	Agyapong	Brandeis University	783	783	0
21502	Kiryl	Beliauski	Wesleyan University	462	462	0
16273	Adiyukh	Berbekova	University of Massachusetts at Amherst	1041	1141	100
21501	Bold	Boldbayar	Wesleyan University	500	500	0
13563	Tianyang	Chen	Boston University	671	671	0
21508	Guo	Chen	Tufts University	2046	2044	-2
21485	Jenna	Chu	Brown University	500	500	0
21510	Max	Cui-Stein	Brandeis University	161	160	-1
21481	Elva	Deng	University of Massachusetts at Amherst	982	978	-4
21505	Andrew	Doucette	Wesleyan University	500	500	0
21489	Jared	Dunn	Brown University	962	912	-50
21482	Marena	Gardella	University of Massachusetts at Amherst	569	573	4
17266	Augie	Ge	Brown University	1037	1525	488
21500	Devansh	Gupta	Wesleyan University	388	384	-4
13942	Daniel	Heimler	Wesleyan University	493	493	0
13551	Phong	Hoang	Tufts University	1534	1524	-10
21487	Ray	Huang	Brown University	2197	2197	0
17268	Panthon	Imemkamon	Brown University	1163	1163	0
13583	Ellen	Jiang	Brown University	1048	1044	-4
13552	Aman	Kadri	Tufts University	543	643	100
21469	Ding	Ke	Boston University	1136	1140	4
21471	TungLin	Kuo	Boston University	700	700	0
13558	Delin	Li	Boston University	1911	1886	-25
17273	Wentao	Li	Brandeis University	1509	1509	0
12729	Yukun	Li	University of Massachusetts at Amherst	1782	1784	2
16275	Anna	Li	University of Massachusetts at Amherst	971	971	0
17269	Quzhou	Lin	Boston University	1297	1296	-1
21470	Yongjun	Lu	Duke University	1070	1074	4
16276	Sanjana	Manghnani	University of Massachusetts at Amherst	516	516	0
13966	Yuya	Matsuda	Boston University	934	934	0
21475	John	McDermott	University of Massachusetts at Amherst	2251	2247	-4
21476	Anirudh	Muthukumar	University of Massachusetts at Amherst	1979	1984	5
16269	Abhiram	Nair	University of Massachusetts at Amherst	1434	1434	0
21506	Xiuzhe	Pang	Wesleyan University	500	500	0
21484	Thananun	Prasertsup	Brown University	481	477	-4
13971	Nishad	Ranade	University of Massachusetts at Amherst	1765	1765	0
21507	Adhiraj	Saboo	Tufts University	463	468	5
13550	Sohel	Shah	Tufts University	1805	1825	20
21504	Connor	Shaw	Wesleyan University	470	466	-4
21480	Xiaojing	Shi	University of Massachusetts at Amherst	500	500	0
21479	Advait	Sinha	University of Massachusetts at Amherst	559	563	4
21477	Veera	Sivarajan	University of Massachusetts at Amherst	1660	1660	0
21503	Eren	Snover	Wesleyan University	500	500	0
17284	Youssef	Soliman	Tufts University	1344	1344	0
21468	Yangshuang	Su	Boston University	2339	2345	6
21488	Edward	Xing	Brown University	877	877	0
17286	Guangyuan	Xue	Brandeis University	1623	1621	-2
21486	EngTse	Yeo	Brown University	500	500	0
13959	Ashley	Yuan	Brown University	754	754	0
13962	Alex (B)	Zhao	Brown University	1093	1093	0
13301	Luke	Zheng	Boston University	1860	1861	1
13967	Ruxing	Zhu	Boston University	1508	1458	-50
13963	Zekun	Zhuang	Brown University	1472	1471	-1