Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
27224	Miora	Andriamahefa	Brown University	917	917	0
28553	Ali	Bashir	Tufts University	500	500	0
28603	Risheetha	Bhagawatula	Brown University	894	894	0
28560	Hongshan	Bi	University of Massachusetts at Amherst	1214	1214	0
28556	Haochuan (Daniel)	Chao	University of Massachusetts at Amherst	1164	1164	0
28579	Pacheewasin	Cheewatammanon	Boston University	319	319	0
28595	Ying Yun	Chen	Boston University	295	294	-1
28605	Christina	Chen	Brown University	1146	1246	100
25467	David	Chen	Tufts University	781	781	0
28590	Mansi	Chhajed	Boston University	2033	1984	-49
28469	Yuansheng	Deng	University of Connecticut	1370	1368	-2
24723	Kexin	Ding	Brown University	314	314	0
24720	Michael	Fu	Brown University	2147	2132	-15
21482	Marena	Gardella	University of Massachusetts at Amherst	870	870	0
26675	Aanan	Goyal	Worcester Polytechnic Institute	1520	1520	0
27004	Yixi	Guo	University of Connecticut	840	840	0
28557	Purval	Hanchate	University of Massachusetts at Amherst	2032	2030	-2
28468	Zewen	Hou	University of Connecticut	2225	2234	9
28616	Chiupong	Huang	Brown University	1952	1912	-40
28608	Sophia	Huang	Brown University	481	477	-4
28554	Alireza	Jaberi Rad	University of Massachusetts at Amherst	500	500	0
26308	Anushka	Jain	University of Massachusetts at Amherst	1695	1645	-50
27000	Aansh	Jha	University of Connecticut	1905	1942	37
28594	Honglin	Jiang	Boston University	569	573	4
25348	Emily	Kawiecki	University of Massachusetts at Amherst	1142	1092	-50
27036	Skye	Mada	Boston University	634	733	99
24819	Kaveer	Malik	Worcester Polytechnic Institute	582	1141	559
28592	Nurassyl	Medeu	Boston University	986	982	-4
28367	Michael	Morana	Worcester Polytechnic Institute	500	500	0
26314	Aiden	Nguyen	University of Massachusetts at Amherst	2295	2245	-50
28546	Kesson	Nyankpani	Tufts University	500	500	0
28604	Mia	Nyugen	Brown University	500	500	0
27223	Li-Heng	Pan	Brown University	841	841	0
28558	Uttara	Prakash	University of Massachusetts at Amherst	1713	1804	91
28335	Shirrish	Ramesh	University of Massachusetts at Amherst	1020	1020	0
28513	Aarogya	Rijal	Worcester Polytechnic Institute	80	80	0
28593	Cynthia	Ruan	Boston University	1684	1684	0
28224	Maxwell	Schneider-White	Brown University	500	500	0
24531	Rushabh	Shah	University of Massachusetts at Amherst	1875	1883	8
28212	Jason	Situ	Tufts University	2183	2187	4
28613	Praneeth	Tummala	Brown University	2195	2147	-48
27020	Rama	Varanasi	Boston University	1522	1544	22
27018	Jinyi	Wei	Duke University	2118	2124	6
28559	Zhiyang (Anita)	Wen	University of Massachusetts at Amherst	516	512	-4
27003	Alexander	Wright	University of Connecticut	1947	1934	-13
28614	Jonah	Zanger	Brown University	1616	1596	-20
27019	Bowen	Zhang	Boston University	1821	1959	138
28607	Sirui	Zhang	Brown University	872	873	1
28606	Liya	Zhong	Brown University	589	594	5