Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
7577	Jia Hwei	Cheong	University of Minnesota-Twin Cities	1568	1526	-42
6526	Harini	Dedhia	New York University	1595	1603	8
5550	Sandra	Go	New York University	1891	1899	8
8446	Janice	Ho	New York University	1571	1563	-8
8144	Celina	Kacperski	Western University Canada	1886	1878	-8
7582	Kanchan	Kulkarni	University of Minnesota-Twin Cities	1254	1256	2
5641	Yiran Lucy	Liu	Western University Canada	1586	1543	-43
7948	Srinidhi	Murali	University of Minnesota-Twin Cities	1339	1384	45
6329	Brenda	Nguyen	University of Minnesota-Twin Cities	1403	1438	35
6419	Varsha	Panday	Western University Canada	1069	1067	-2
6532	Wenhui	Toh	New York University	1114	1118	4
7797	Siyang	Yu	New York University	1574	1529	-45
8120	Rongge	Zhang	Western University Canada	2187	2187	0
7383	Violet	Zhu	Western University Canada	1026	1072	46