Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
17919	Khaliunaa	Baasankhuu	University of Akron	997	1022	25
14847	Quinn	Baker	University of Michigan	1896	1891	-5
17826	Joseph	Baptista	University at Buffalo	2253	2236	-17
11979	Nadiya	Bayeva	University of Toronto	2082	2057	-25
14665	Bridget	Bender	SUNY Oswego	618	591	-27
13880	Lorrayne	Broach	SUNY Oswego	324	359	35
14780	Tiffany	Chen	Western University Canada	494	504	10
14603	Chang (S)	Chen	Syracuse University	2184	2225	41
14615	Omkar	Chogle	Syracuse University	1028	1031	3
14855	Sebin	Choi	University of Michigan	1358	1358	0
14781	Bethany	Choi	Western University Canada	484	510	26
14171	Dennis	Cobb	Michigan State University	2109	2094	-15
17863	Liam	Conlan	Michigan State University	891	888	-3
17857	Wenyi	Cui	University of California, Davis	1003	1003	0
14539	Christina	Cuzzi	Ithaca College	312	347	35
17668	Grace	Dury	Ithaca College	500	484	-16
14878	Julien	Gaboriaud	Universite de Montreal	2197	2201	4
14922	Laurence	Gauthier	Universite de Montreal	1792	1730	-62
17918	Lucas	Gontier	University of Akron	984	1084	100
19124	Yicong	Hao	McGill University	956	956	0
14405	Mark	Hendricks	University of Akron	1641	1641	0
14870	Emily	Huang	McGill University	1968	1945	-23
17776	Victor	Imbo	University of Michigan	2010	2008	-2
13001	Ziwen	Jia	University at Buffalo	2259	2267	8
14868	Churui	Jiang	McGill University	1893	1897	4
17628	Jennifer	Jiang	McGill University	840	861	21
16162	Tairan	Li	Syracuse University	1751	1751	0
13479	Shenyu	Liu	Cornell University	2280	2292	12
14609	Bowen	Liu	Syracuse University	1529	1529	0
13084	Jacie	Liu	McGill University	1567	1566	-1
16041	Juan	Liyau	Toronto Metropolitan University	2022	2038	16
14788	Anish	Madurau Narayanamurthy	University at Buffalo	1973	2297	324
17469	Lydia	Neault	Universite de Montreal	860	865	5
18023	Noah	Nerlich	University of Akron	774	774	0
13074	Jonathan	Ou	Cornell University	2397	2351	-46
14846	Ghasidit	Pornnoppadol	University of Michigan	1845	1851	6
13342	Yueqi(Cherry)	Qiu	Western University Canada	1476	1576	100
17833	Divyashri	Sankaran	University of Toronto	1768	1768	0
17672	Hailey	Schwartz	Ithaca College	428	427	-1
17827	Tanuj	Sharma	University at Buffalo	1110	1135	25
14877	Vida	Sieu	Universite de Montreal	1972	2020	48
13033	Rachel	Steinmetz	Ithaca College	492	457	-35
14623	Xin	Sun	Syracuse University	414	414	0
19340	Xinyu	Tang	Syracuse University	554	538	-16
17865	Steven (M)	Thayer	Michigan State University	1240	1215	-25
15967	Ian	Tsai	McGill University	1968	1976	8
19334	Erin	Vargo	SUNY Oswego	86	86	0
17851	Alston (C)	Wang	Cornell University	2250	2193	-57
14625	Xinxuan	Wang	Syracuse University	610	610	0
14540	Samantha	Weeks	Ithaca College	307	305	-2
13096	Nicole	Wightman	SUNY Oswego	499	446	-53
13917	Brandon	Willis	SUNY Oswego	993	993	0
11885	Rui	Zeng	University of Toronto	1839	1789	-50
12238	Xiaofeng	Zhang	Michigan State University	1044	1044	0
11882	Boya (Sophia)	Zhang	Western University Canada	617	617	0
17522	Grace (WUC)	Zhang	Western University Canada	461	504	43
17627	Wenbin	Zhang	McGill University	2102	2081	-21
17777	Yixian	Zhou	University of Michigan	1132	1132	0