Player ID	First Name	Last Name	School	Begin Rating	End Rating	+/-
17729	Austin (Upenn)	Chen	University of Pennsylvania	1783	1748	-35
17813	Darren	Chen	Drexel	407	403	-4
17733	Joel	Chew	University of Pennsylvania	495	499	4
12719	Saumya	Chugh	Pennsylvania State University	1597	1632	35
13706	Joshua	Dorn	University of Pittsburgh	1002	959	-43
17665	Clement	Ekaputra	University of Pittsburgh	480	480	0
12359	Tylar	Farmer	University of Pittsburgh	574	574	0
17734	Stella	Feng	University of Pennsylvania	658	662	4
16023	Diya	Goyal	University of Pittsburgh	663	660	-3
16030	Liwen	Guo	Bryn Mawr College	50	50	0
15990	Konstantin	Guryev	Pennsylvania State University	1117	1223	106
17331	Muhammad	Haris	Rowan University	719	719	0
14789	Michael	Huchler	Rowan University	887	889	2
15960	Cheng Yau	Jiang	Pillar College	2447	2447	0
17732	Zhecheng	Jin	University of Pennsylvania	275	275	0
17736	Di-ao	Liu	University of Pennsylvania	1147	1147	0
12873	Lucy	Ma	Stanford University	2157	2157	0
17666	Kenneth	McCall	University of Pittsburgh	600	600	0
17812	Ryoma	Morisaki	Drexel	899	904	5
17811	Zaw	Naing	Drexel	957	957	0
17664	Michael	Overstreet	Pillar College	37	37	0
12722	Dimitri	Petrakis	Pennsylvania State University	729	841	112
14790	Tyler	Rea	Rowan University	806	804	-2
14744	Jonathan	Sciuto	Pillar College	131	131	0
15991	Karan	Sharma	Pennsylvania State University	1821	1821	0
17810	Enoch	Shissler	Drexel	917	915	-2
17332	Cody	Suda	Rowan University	780	780	0
17730	Wei	Wei	University of Pennsylvania	1729	1679	-50
13620	Kaden	Xu	Rutgers University	2701	2701	0
13707	Vasco	Xu	University of Pittsburgh	517	517	0
17731	Huijuan	Yang	University of Pennsylvania	540	544	4
12165	Lynna	Ye	University of Pennsylvania	491	491	0
17841	Ying	Yue	Bryn Mawr College	253	253	0
17667	Evelyn	Zamora-Vargas	University of Pittsburgh	169	169	0
14815	Yuan	Zhong	Bryn Mawr College	452	448	-4
14814	Lin	Zhu	Bryn Mawr College	570	566	-4