Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
28907	Johnson	Agyapong	Syracuse University	1370	1325	-45
30342	Nadiya	Amanullah	Toronto Metropolitan University	283	283	0
29563	Alexis	Beaulieu	McGill University	1406	1436	30
26758	Alexander	Cai	University of Michigan	2067	2063	-4
26645	Allen	Cao	Binghamton University	636	634	-2
26420	Janson	Chan	Cornell University	1795	1841	46
29020	Gino	Chu	Binghamton University	1594	1594	0
30531	Ru	Cui	McGill University	1402	1402	0
29565	Deyvi	Dalva	McGill University	1	101	100
29189	Kevin	Deng	Western University Canada	1811	1812	1
29978	Jhoan	Fernandez	University of Rochester	2135	2090	-45
30076	Gina	Fu	Cornell University	2202	2217	15
29369	Shashank	Garg	Rensselaer Polytechnic Institute	1575	1524	-51
30077	Muskan	Gupta	Cornell University	2230	2120	-110
28087	Haifeng	He	McMaster University	811	911	100
26497	Yining	He	Michigan State University	1673	1676	3
28826	Bryce	Hu	University of Michigan	1331	1324	-7
30310	Karim	Jadavji	Western University Canada	1662	1654	-8
27264	Sonal	Jain	Toronto Metropolitan University	1742	1742	0
29148	Max	Ji	University of Toronto	2351	2353	2
30263	Yuwen	Jiang	University of Toronto	2352	2355	3
28344	Lasyapriya	Kagolanu	Toronto Metropolitan University	235	229	-6
28347	Zeynep	Kara	Toronto Metropolitan University	630	760	130
29083	Ellis	Kilian	Rensselaer Polytechnic Institute	1797	1747	-50
30306	Dimitri	Krougly	Western University Canada	573	608	35
28818	Po-Yu	Kung	University of Michigan	2172	2159	-13
30755	Catelyn	Lee	University of Toronto	286	334	48
27043	Hao Yue	Li	University of Toronto	1306	1256	-50
29982	Steven	Li	University of Rochester	1029	994	-35
30085	Heidi	Lim	Cornell University	720	760	40
29984	Siyang	Liu	University of Rochester	413	388	-25
29149	Kelly	Liu	University of Toronto	592	592	0
25277	Melissa	Meschkewitz	Michigan State University	829	826	-3
30264	Krystal	Miao	University of Toronto	948	948	0
29983	Yue	Niu	University of Rochester	257	257	0
29004	Caleb	Oshinsky	University of Rochester	1157	1157	0
30034	Brian	Ou	Binghamton University	1559	1479	-80
30083	Justin	Pan	Cornell University	1738	1743	5
30665	Hao-En	Peng	University of Michigan	2005	2005	0
28822	Soham	Purohit	University of Michigan	1394	1394	0
29561	Yanfei	Qu	McGill University	104	204	100
27060	Khushi	Sharma	University of Waterloo	1110	1113	3
28824	Tanay	Sharma	University of Michigan	1563	1593	30
30078	Surabhi	Shastry	Cornell University	988	926	-62
26501	Meicheng	Shen	Michigan State University	885	885	0
26464	Christine	Sheng	University of Rochester	470	468	-2
30176	Glacier	Sung	McMaster University	2305	2302	-3
30268	Vedant	Thakur	University of Toronto	1301	1418	117
30525	Joris	Theil	McGill University	1658	1653	-5
30180	Miles	Tsui	McMaster University	815	846	31
28676	Taran	Tummala	Cornell University	2215	2255	40
30265	Yuhong	Wang	University of Toronto	1201	1819	618
29560	Elaine	Wang	McGill University	1026	1033	7
29567	Cynthia	Wei	McGill University	985	993	8
29190	Han Ning	Wei	Western University Canada	2281	2267	-14
29552	Zijing	Wu	McGill University	500	500	0
25034	Nathan	Wu	Cornell University	2282	2267	-15
29192	Gaoxing	Xi	Western University Canada	840	846	6
26655	Hanning	Xiao	Syracuse University	716	816	100
25481	Joyce	Xu	McMaster University	2263	2257	-6
29817	Haoting	Yang	Syracuse University	794	738	-56
27039	Kevin	Yang	University of Toronto	1883	1888	5
28819	Zhichen	Yang	University of Michigan	731	747	16
26657	Rongtian	Ye	Syracuse University	744	713	-31
29022	Aaron	Yeung	Binghamton University	1065	1055	-10
26463	Kam Wai	Yin	University of Rochester	737	687	-50
29410	Junjie	Yin	University of Toronto	1098	1193	95
30079	Henry	Yoon	Cornell University	1720	1690	-30
30674	Guanzhe	Yun	University of Toronto	641	587	-54
27040	Xiaoyu	Zhang	University of Toronto	1215	1315	100
29768	Sherry	Zhang	University of Michigan	224	310	86
29040	Zhitong	Zhang	Rensselaer Polytechnic Institute	501	601	100
29767	Yongwen	Zheng	University of Michigan	990	937	-53
29771	Xiaoshan	Zhou	University of Michigan	645	647	2