Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
17919	Khaliunaa	Baasankhuu	University of Akron	1506	1504	-2
14847	Quinn	Baker	University of Michigan	1858	1804	-54
17826	Joseph	Baptista	University at Buffalo	2260	2275	15
14714	Parsa	Berenjimonfared	University of Toronto	1132	1232	100
23267	Debraj	Bose	University of Michigan	1941	1944	3
22574	TinLongAnson	Chan	University of Toronto	1245	1345	100
12276	Christopher	Chen	University of Southern California	1720	1719	-1
14603	Chang (S)	Chen	Syracuse University	2240	2216	-24
14781	Bethany	Choi	Western University Canada	491	491	0
17863	Liam	Conlan	Michigan State University	991	991	0
24288	Sullivan	Costa	Michigan State University	341	341	0
17710	Xi	Dai	University of Waterloo	1179	1279	100
13451	Alex	Foley	University of Waterloo	1922	1932	10
14878	Julien	Gaboriaud	Universite de Montreal	2209	2223	14
17852	Liangyi	Ge	Cornell University	1754	1793	39
14793	Moxi	Guo	Western University Canada	2309	2288	-21
14405	Mark	Hendricks	University of Akron	1885	1798	-87
16185	Shahriar	Imani Shahabad	University of Waterloo	1245	1243	-2
22692	Minori	Iwasaki	Western University Canada	947	1653	706
14868	Churui	Jiang	McGill University	1896	1847	-49
17628	Jennifer	Jiang	McGill University	860	860	0
23233	Jennifer	Khayat	Universite de Montreal	1370	1475	105
22597	Timothy	Lee	Cornell University	1763	1807	44
11977	Xuebo	Li	University of Toronto	2395	2404	9
23253	Jialu	Li	McGill University	500	492	-8
13343	YiHe(Kelly)	Li	Western University Canada	1668	1638	-30
17521	Haoyang	Li	Western University Canada	1144	1769	625
23249	Tianze	Lin	Western University Canada	2106	2056	-50
13389	ChinYin(Alex)	Lin	University of Toronto	1891	2115	224
13084	Jacie	Liu	McGill University	1516	1546	30
16041	Juan	Liyau	Toronto Metropolitan University	2168	2188	20
13450	Michael	Luo	University of Waterloo	2250	2250	0
21554	Abhishek	Mallick	Michigan State University	1304	1306	2
23219	Pasquale	Mule	Universite de Montreal	2150	2037	-113
22571	Sarvesh	Mungal	University of Toronto	2322	2322	0
22572	Amresh	Mungal	University of Toronto	1989	1944	-45
22564	Sam	Orend	University of Waterloo	2253	2259	6
13344	Hailin(Helen)	Qiu	Western University Canada	542	542	0
13342	Yueqi(Cherry)	Qiu	Western University Canada	1576	1576	0
17833	Divyashri	Sankaran	University of Toronto	1774	1737	-37
22694	Ann	Shiao	Western University Canada	741	841	100
14877	Vida	Sieu	Universite de Montreal	1960	1953	-7
24415	Sophie	Song	McGill University	500	600	100
15967	Ian	Tsai	McGill University	1975	1980	5
22785	Cheyun	Tsao	Syracuse University	947	947	0
14782	Takumi	Uchihara	Western University Canada	2112	2102	-10
17963	Hasan	Usmanov	Syracuse University	902	902	0
17851	Alston (C)	Wang	Cornell University	2284	2237	-47
23251	YiXuan(Andy)	Wang	McGill University	1811	1808	-3
22577	Jiayu	Wu	University of Toronto	697	697	0
14717	Joey	Wu	University of Toronto	1187	1187	0
21533	Han	Xiao	Columbia University	1675	1670	-5
22576	Siqing	Xu	University of Toronto	1658	1557	-101
14462	Alexander	Xue	University of California, Los Angeles	1632	1532	-100
22784	Rachel	Yang	Syracuse University	2231	2236	5
13085	Zisheng	Ye	McGill University	1609	1655	46
17832	Justina	Yeung	University of Toronto	2254	2254	0
14460	Michael (C)	Zhang	Cornell University	1150	1148	-2
22578	Cassie	Zhang	University of Toronto	488	496	8
17627	Wenbin	Zhang	McGill University	2084	2265	181
17519	Allan	Zhou	Western University Canada	1988	1995	7