Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
7958	Bilal	Ahmad	University of Minnesota-Twin Cities	1385	1300	-85
7704	Miranda	Alicea	University of Wisconsin-Eau Claire	621	666	45
7950	Jamie	Allison	University of Wisconsin-Eau Claire	934	926	-8
7579	Yo-Hsuan	Chu	University of Minnesota-Twin Cities	1282	1263	-19
8719	Tony	Cui	University of Minnesota-Twin Cities	1053	1053	0
8721	Suneet	Dewan	Carleton College	937	936	-1
7956	Sarbnoor	Gill	University of Minnesota-Twin Cities	1200	1201	1
7959	Kshiteesh	Hegde	Rensselaer Polytechnic Institute	1120	1142	22
7706	Eli	Kamin	Carleton College	997	993	-4
7957	Yoon Tae	Kim	University of Minnesota-Twin Cities	1330	1285	-45
7955	Ling Jie	Kong	University of Minnesota-Twin Cities	1181	1172	-9
7582	Kanchan	Kulkarni	University of Minnesota-Twin Cities	1251	1255	4
6553	Jonathan	Langkammer	University of Minnesota-Twin Cities	1107	1199	92
7941	Derek	Levin	University of Wisconsin-Eau Claire	1193	1202	9
7948	Srinidhi	Murali	University of Minnesota-Twin Cities	1025	1031	6
7961	Changkeun	Oh	University of Minnesota-Twin Cities	840	793	-47
8720	David	Rickheim	University of Minnesota-Twin Cities	1082	1081	-1
8722	Nathan	Rockey	Carleton College	995	995	0
8718	Mandip	Sibakoti	University of Minnesota-Twin Cities	1224	1229	5
7964	Alex	Tollison	University of Wisconsin-Eau Claire	949	935	-14
7954	Dat	Vu	University of Minnesota-Twin Cities	1209	1247	38
7708	Zach	Walsh	Carleton College	1049	1196	147