Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
27224	Miora	Andriamahefa	Brown University	917	902	-15
28553	Ali	Bashir	Tufts University	500	600	100
28603	Risheetha	Bhagawatula	Brown University	894	1615	721
28556	Haochuan (Daniel)	Chao	University of Massachusetts at Amherst	1164	1164	0
28579	Pacheewasin	Cheewatammanon	Boston University	319	1178	859
28605	Christina	Chen	Brown University	1246	1246	0
25467	David	Chen	Tufts University	781	1279	498
21508	Guo	Chen	Tufts University	2077	2083	6
28590	Mansi	Chhajed	Boston University	1984	1988	4
29420	Riki	Choi	Boston University	902	908	6
28469	Yuansheng	Deng	University of Connecticut	1368	1423	55
24723	Kexin	Ding	Brown University	314	314	0
24720	Michael	Fu	Brown University	2132	2114	-18
21482	Marena	Gardella	University of Massachusetts at Amherst	870	871	1
26675	Aanan	Goyal	Worcester Polytechnic Institute	1520	1490	-30
27004	Yixi	Guo	University of Connecticut	840	840	0
28557	Purval	Hanchate	University of Massachusetts at Amherst	2030	1980	-50
28468	Zewen	Hou	University of Connecticut	2234	2188	-46
29407	Jonny	Hu	Boston University	2255	2253	-2
28608	Sophia	Huang	Brown University	477	473	-4
28616	Chiupong	Huang	Brown University	1912	1861	-51
27000	Aansh	Jha	University of Connecticut	1942	1964	22
28594	Honglin	Jiang	Boston University	573	561	-12
29426	Nihar	Kapasi	University of Massachusetts at Amherst	500	500	0
25348	Emily	Kawiecki	University of Massachusetts at Amherst	1092	1007	-85
27036	Skye	Mada	Boston University	733	784	51
24819	Kaveer	Malik	Worcester Polytechnic Institute	1141	1141	0
26673	Amey	More	Worcester Polytechnic Institute	664	664	0
26314	Aiden	Nguyen	University of Massachusetts at Amherst	2245	2149	-96
29296	Mainak	Nistala	Tufts University	2191	2234	43
28604	Mia	Nyugen	Brown University	500	515	15
27223	Li-Heng	Pan	Brown University	841	835	-6
29428	Omeet	Patel	University of Massachusetts at Amherst	941	941	0
28558	Uttara	Prakash	University of Massachusetts at Amherst	1804	1720	-84
28593	Cynthia	Ruan	Boston University	1684	1639	-45
24821	Raunaq	Sandhu	Worcester Polytechnic Institute	749	749	0
28224	Maxwell	Schneider-White	Brown University	500	500	0
24531	Rushabh	Shah	University of Massachusetts at Amherst	1883	1896	13
28212	Jason	Situ	Tufts University	2187	2218	31
28613	Praneeth	Tummala	Brown University	2195	2165	-30
27020	Rama	Varanasi	Boston University	1544	1557	13
27018	Jinyi	Wei	Duke University	2124	2145	21
28559	Zhiyang (Anita)	Wen	University of Massachusetts at Amherst	512	512	0
27003	Alexander	Wright	University of Connecticut	1934	1951	17
29321	Zhengzhe	Yang	Tufts University	500	500	0
28614	Jonah	Zanger	Brown University	1596	1488	-108
27226	Yuhong	Zhang	Brown University	894	894	0
28615	Daniel	Zhao	Brown University	2013	2033	20
28606	Liya	Zhong	Brown University	594	693	99