Lisa Vuong : {'Carolyn Zeng': 0.008064516129032258, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.14516129032258066, 'Jonathan Osacky': 0.008064516129032258, 'Zach Miller': 0.22580645161290322, 'Sunny Pruthi': 0.16129032258064516, 'Lawrence Humphrey': 0.04032258064516129, 'Bernard': 0.13709677419354838, 'Alec Mori': 0.04838709677419355, 'William Haoyuan Gao': 0.016129032258064516, 'Alex Dalton': 0.024193548387096774, 'Noah Lafferty': 0.08064516129032258, 'David Zmick': 0.08870967741935484, 'Kavya Gundavaram': 0.016129032258064516, 'Allen Kleiner': 0.0}

Carolyn Zeng : {'Lisa Vuong': 0.14285714285714285, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.14285714285714285, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.0, 'Sunny Pruthi': 0.0, 'Lawrence Humphrey': 0.2857142857142857, 'Bernard': 0.0, 'Alec Mori': 0.0, 'William Haoyuan Gao': 0.14285714285714285, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.0, 'David Zmick': 0.2857142857142857, 'Kavya Gundavaram': 0.0, 'Allen Kleiner': 0.0}

Violet Xue Zou : {'Lisa Vuong': 0.015873015873015872, 'Carolyn Zeng': 0.0, 'Claudia Nadolny': 0.06349206349206349, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.14285714285714285, 'Sunny Pruthi': 0.12698412698412698, 'Lawrence Humphrey': 0.19047619047619047, 'Bernard': 0.14285714285714285, 'Alec Mori': 0.15873015873015872, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.07936507936507936, 'David Zmick': 0.047619047619047616, 'Kavya Gundavaram': 0.031746031746031744, 'Allen Kleiner': 0.0}

Claudia Nadolny : {'Lisa Vuong': 0.03257328990228013, 'Carolyn Zeng': 0.0016286644951140066, 'Violet Xue Zou': 0.006514657980456026, 'Alec Mori': 0.06840390879478828, 'Jonathan Osacky': 0.0016286644951140066, 'Zach Miller': 0.18566775244299674, 'Sunny Pruthi': 0.14332247557003258, 'Lawrence Humphrey': 0.09446254071661238, 'Bernard': 0.1449511400651466, 'William Haoyuan Gao': 0.0016286644951140066, 'Alex Dalton': 0.0016286644951140066, 'Noah Lafferty': 0.10749185667752444, 'David Zmick': 0.1498371335504886, 'Kavya Gundavaram': 0.05374592833876222, 'Allen Kleiner': 0.006514657980456026}

Jonathan Osacky : {'Lisa Vuong': 0.18181818181818182, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.0, 'Zach Miller': 0.0, 'Sunny Pruthi': 0.45454545454545453, 'Lawrence Humphrey': 0.36363636363636365, 'Bernard': 0.0, 'Alec Mori': 0.0, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.0, 'David Zmick': 0.0, 'Kavya Gundavaram': 0.0, 'Allen Kleiner': 0.0}

Zach Miller : {'Lisa Vuong': 0.034739454094292806, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.01240694789081886, 'Claudia Nadolny': 0.14764267990074442, 'Jonathan Osacky': 0.0, 'Sunny Pruthi': 0.18734491315136476, 'Lawrence Humphrey': 0.10794044665012408, 'Bernard': 0.15260545905707196, 'Alec Mori': 0.06327543424317618, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.04466501240694789, 'David Zmick': 0.1513647642679901, 'Kavya Gundavaram': 0.09553349875930521, 'Allen Kleiner': 0.0024813895781637717}

Sunny Pruthi : {'Lisa Vuong': 0.027160493827160494, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.008641975308641974, 'Claudia Nadolny': 0.10123456790123457, 'Jonathan Osacky': 0.0049382716049382715, 'Zach Miller': 0.18271604938271604, 'Alec Mori': 0.07407407407407407, 'Lawrence Humphrey': 0.04567901234567901, 'Bernard': 0.22592592592592592, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.05308641975308642, 'David Zmick': 0.18024691358024691, 'Kavya Gundavaram': 0.09259259259259259, 'Allen Kleiner': 0.003703703703703704}

Lawrence Humphrey : {'Lisa Vuong': 0.014802631578947368, 'Carolyn Zeng': 0.001644736842105263, 'Violet Xue Zou': 0.024671052631578948, 'Claudia Nadolny': 0.10197368421052631, 'Jonathan Osacky': 0.004934210526315789, 'Zach Miller': 0.10855263157894737, 'Sunny Pruthi': 0.07072368421052631, 'Bernard': 0.3059210526315789, 'Alec Mori': 0.11842105263157894, 'William Haoyuan Gao': 0.001644736842105263, 'Alex Dalton': 0.001644736842105263, 'Noah Lafferty': 0.046052631578947366, 'David Zmick': 0.14144736842105263, 'Kavya Gundavaram': 0.05098684210526316, 'Allen Kleiner': 0.006578947368421052}

Bernard : {'Lisa Vuong': 0.01756587202007528, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.01631116687578419, 'Claudia Nadolny': 0.12296110414052698, 'Jonathan Osacky': 0.0012547051442910915, 'Zach Miller': 0.15934755332496864, 'Sunny Pruthi': 0.21957340025094102, 'Lawrence Humphrey': 0.22835633626097868, 'Alec Mori': 0.03513174404015056, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.03638644918444166, 'David Zmick': 0.053952321204516936, 'Kavya Gundavaram': 0.10915934755332497, 'Allen Kleiner': 0.0}

Alec Mori : {'Lisa Vuong': 0.007853403141361256, 'Carolyn Zeng': 0.002617801047120419, 'Violet Xue Zou': 0.02617801047120419, 'Claudia Nadolny': 0.11780104712041885, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.13350785340314136, 'Sunny Pruthi': 0.15706806282722513, 'Lawrence Humphrey': 0.1518324607329843, 'Bernard': 0.08115183246073299, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.002617801047120419, 'Noah Lafferty': 0.06282722513089005, 'David Zmick': 0.13350785340314136, 'Kavya Gundavaram': 0.12303664921465969, 'Allen Kleiner': 0.0}

William Haoyuan Gao : {'Lisa Vuong': 0.1, 'Carolyn Zeng': 0.3, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.0, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.0, 'Sunny Pruthi': 0.0, 'Lawrence Humphrey': 0.1, 'Bernard': 0.0, 'Alec Mori': 0.2, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.1, 'David Zmick': 0.1, 'Kavya Gundavaram': 0.1, 'Allen Kleiner': 0.0}

Alex Dalton : {'Lisa Vuong': 0.5, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.0, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.0, 'Sunny Pruthi': 0.0, 'Lawrence Humphrey': 0.25, 'Bernard': 0.0, 'Alec Mori': 0.125, 'William Haoyuan Gao': 0.0, 'Noah Lafferty': 0.125, 'David Zmick': 0.0, 'Kavya Gundavaram': 0.0, 'Allen Kleiner': 0.0}

Noah Lafferty : {'Lisa Vuong': 0.016611295681063124, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.006644518272425249, 'Claudia Nadolny': 0.22259136212624583, 'Jonathan Osacky': 0.0033222591362126247, 'Zach Miller': 0.12624584717607973, 'Sunny Pruthi': 0.15282392026578073, 'Lawrence Humphrey': 0.09966777408637874, 'Bernard': 0.08970099667774087, 'Alec Mori': 0.07973421926910298, 'William Haoyuan Gao': 0.006644518272425249, 'Alex Dalton': 0.006644518272425249, 'David Zmick': 0.10299003322259136, 'Kavya Gundavaram': 0.08305647840531562, 'Allen Kleiner': 0.0033222591362126247}

David Zmick : {'Lisa Vuong': 0.017107309486780714, 'Carolyn Zeng': 0.0, 'Claudia Nadolny': 0.12752721617418353, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.2223950233281493, 'Sunny Pruthi': 0.2208398133748056, 'Lawrence Humphrey': 0.1321928460342146, 'Bernard': 0.07309486780715396, 'Alec Mori': 0.07620528771384137, 'William Haoyuan Gao': 0.003110419906687403, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.05287713841368585, 'Violet Xue Zou': 0.0015552099533437014, 'Kavya Gundavaram': 0.06220839813374806, 'Allen Kleiner': 0.01088646967340591}

Kavya Gundavaram : {'Lisa Vuong': 0.007125890736342043, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.0023752969121140144, 'Claudia Nadolny': 0.07600950118764846, 'Zach Miller': 0.18052256532066507, 'Sunny Pruthi': 0.15914489311163896, 'Lawrence Humphrey': 0.0997624703087886, 'Bernard': 0.20190023752969122, 'Alec Mori': 0.0855106888361045, 'William Haoyuan Gao': 0.0023752969121140144, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.057007125890736345, 'David Zmick': 0.12351543942992874, 'Jonathan Osacky': 0.0, 'Allen Kleiner': 0.004750593824228029}

Allen Kleiner : {'Lisa Vuong': 0.0, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.17391304347826086, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.21739130434782608, 'Sunny Pruthi': 0.21739130434782608, 'Lawrence Humphrey': 0.13043478260869565, 'Bernard': 0.043478260869565216, 'Alec Mori': 0.043478260869565216, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.0, 'David Zmick': 0.13043478260869565, 'Kavya Gundavaram': 0.043478260869565216}