Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
6254	Leine	Agata	Lindenwood University	2016	2014	-2
8339	Matt	Bazzell	Lindenwood University	1480	1481	1
6981	Kyle	Beckstrom	Wichita State University	1452	1452	0
7577	Jia Hwei	Cheong	University of Minnesota-Twin Cities	1426	1463	37
8326	Tsz Lun (Alan)	Chu	University of North Texas	2112	2149	37
5851	Yuvraaj	Dookram	Lindenwood University	2072	2212	140
5859	Karin	Fukushima	Lindenwood University	2297	2300	3
8328	Di	Gao	University of Missouri	1590	1585	-5
8806	Wei-Min	Kao	Northern Illinois University	2073	2063	-10
8784	Furqan	Khalid	Wichita State University	1303	1301	-2
7957	Yoon Tae	Kim	University of Minnesota-Twin Cities	1265	1265	0
7940	Ben	Kubesh	University of Minnesota-Twin Cities	1852	1839	-13
6540	Zengjun	Lan	Purdue University	1656	1654	-2
7819	Michelle	Lee	Purdue University	1599	1564	-35
6982	Haider	Malhi	Wichita State University	1603	1816	213
8086	Doug	Marks	University of Oklahoma	1577	1574	-3
7948	Srinidhi	Murali	University of Minnesota-Twin Cities	1242	1239	-3
8807	Dat	Nguyen	Northern Illinois University	1765	1758	-7
6329	Brenda	Nguyen	University of Minnesota-Twin Cities	1268	1303	35
6348	Peng	Peng	University of Minnesota-Twin Cities	1695	1700	5
8312	Patricio	Pereyra	Lindenwood University	2341	2306	-35
8310	Austin	Preiss	Lindenwood University	2290	2225	-65
8804	Sai	Shirsikar	Purdue University	1452	1418	-34
8311	Gabriel	Skolnick	Lindenwood University	2143	2167	24
8083	Heriberto	Solano	Wichita State University	1277	1276	-1
8396	Pamela	Song	University of Wisconsin-Madison	2171	2170	-1
7014	Rishabh	Srivastava	University of Minnesota-Twin Cities	1480	1482	2
7954	Dat	Vu	University of Minnesota-Twin Cities	1273	1273	0
6754	Everton	Wilson II	Lindenwood University	1925	1925	0
5854	Fernando	Yamazato	Lindenwood University	2566	2566	0
8642	Yuyang	Ying	Cornell University	1220	1220	0