Lisa Vuong : {'Lisa Vuong': 0.2619047619047619, 'Carolyn Zeng': 0.005952380952380952, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.10714285714285714, 'Jonathan Osacky': 0.005952380952380952, 'Zach Miller': 0.16666666666666666, 'Sunny Pruthi': 0.11904761904761904, 'Lawrence Humphrey': 0.02976190476190476, 'Bernard': 0.10119047619047619, 'Alec Mori': 0.03571428571428571, 'William Haoyuan Gao': 0.011904761904761904, 'Alex Dalton': 0.017857142857142856, 'Noah Lafferty': 0.05952380952380952, 'David Zmick': 0.06547619047619048, 'Kavya Gundavaram': 0.011904761904761904, 'Allen Kleiner': 0.0}

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

Violet Xue Zou : {'Lisa Vuong': 0.011111111111111112, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.3, 'Claudia Nadolny': 0.044444444444444446, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.1, 'Sunny Pruthi': 0.08888888888888889, 'Lawrence Humphrey': 0.13333333333333333, 'Bernard': 0.1, 'Alec Mori': 0.1111111111111111, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.05555555555555555, 'David Zmick': 0.03333333333333333, 'Kavya Gundavaram': 0.022222222222222223, 'Allen Kleiner': 0.0}

Claudia Nadolny : {'Lisa Vuong': 0.021253985122210415, 'Carolyn Zeng': 0.0010626992561105207, 'Violet Xue Zou': 0.004250797024442083, 'Claudia Nadolny': 0.3475026567481403, 'Jonathan Osacky': 0.0010626992561105207, 'Zach Miller': 0.12114771519659936, 'Sunny Pruthi': 0.09351753453772582, 'Lawrence Humphrey': 0.061636556854410204, 'Bernard': 0.09458023379383634, 'Alec Mori': 0.044633368756641874, 'William Haoyuan Gao': 0.0010626992561105207, 'Alex Dalton': 0.0010626992561105207, 'Noah Lafferty': 0.07013815090329437, 'David Zmick': 0.09776833156216791, 'Kavya Gundavaram': 0.03506907545164718, 'Allen Kleiner': 0.004250797024442083}

Jonathan Osacky : {'Lisa Vuong': 0.11764705882352941, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.0, 'Jonathan Osacky': 0.35294117647058826, 'Zach Miller': 0.0, 'Sunny Pruthi': 0.29411764705882354, 'Lawrence Humphrey': 0.23529411764705882, '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': 0.026365348399246705, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.009416195856873822, 'Claudia Nadolny': 0.1120527306967985, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.24105461393596986, 'Sunny Pruthi': 0.14218455743879474, 'Lawrence Humphrey': 0.08192090395480225, 'Bernard': 0.11581920903954802, 'Alec Mori': 0.0480225988700565, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.03389830508474576, 'David Zmick': 0.11487758945386065, 'Kavya Gundavaram': 0.07250470809792843, 'Allen Kleiner': 0.0018832391713747645}

Sunny Pruthi : {'Lisa Vuong': 0.01437908496732026, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.004575163398692811, 'Claudia Nadolny': 0.05359477124183006, 'Jonathan Osacky': 0.00261437908496732, 'Zach Miller': 0.09673202614379085, 'Sunny Pruthi': 0.47058823529411764, 'Lawrence Humphrey': 0.024183006535947713, 'Bernard': 0.11960784313725491, 'Alec Mori': 0.0392156862745098, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.028104575163398694, 'David Zmick': 0.09542483660130718, 'Kavya Gundavaram': 0.049019607843137254, 'Allen Kleiner': 0.00196078431372549}

Lawrence Humphrey : {'Lisa Vuong': 0.008729388942774006, 'Carolyn Zeng': 0.0009699321047526673, 'Violet Xue Zou': 0.014548981571290009, 'Claudia Nadolny': 0.06013579049466537, 'Jonathan Osacky': 0.002909796314258002, 'Zach Miller': 0.06401551891367604, 'Sunny Pruthi': 0.041707080504364696, 'Lawrence Humphrey': 0.41028128031037825, 'Bernard': 0.18040737148399613, 'Alec Mori': 0.06983511154219205, 'William Haoyuan Gao': 0.0009699321047526673, 'Alex Dalton': 0.0009699321047526673, 'Noah Lafferty': 0.027158098933074686, 'David Zmick': 0.08341416100872939, 'Kavya Gundavaram': 0.030067895247332686, 'Allen Kleiner': 0.0038797284190106693}

Bernard : {'Lisa Vuong': 0.006050129645635264, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.0056179775280898875, 'Claudia Nadolny': 0.04235090751944685, 'Jonathan Osacky': 0.000432152117545376, 'Zach Miller': 0.05488331892826275, 'Sunny Pruthi': 0.0756266205704408, 'Lawrence Humphrey': 0.07865168539325842, 'Bernard': 0.6555747623163354, 'Alec Mori': 0.012100259291270527, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.012532411408815903, 'David Zmick': 0.018582541054451167, 'Kavya Gundavaram': 0.03759723422644771, 'Allen Kleiner': 0.0}

Alec Mori : {'Lisa Vuong': 0.005366726296958855, 'Carolyn Zeng': 0.0017889087656529517, 'Violet Xue Zou': 0.017889087656529516, 'Claudia Nadolny': 0.08050089445438283, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.09123434704830054, 'Sunny Pruthi': 0.1073345259391771, 'Lawrence Humphrey': 0.1037567084078712, 'Bernard': 0.055456171735241505, 'Alec Mori': 0.31663685152057247, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0017889087656529517, 'Noah Lafferty': 0.04293381037567084, 'David Zmick': 0.09123434704830054, 'Kavya Gundavaram': 0.08407871198568873, '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': 0.2857142857142857, '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': 0.14285714285714285, 'Bernard': 0.0, 'Alec Mori': 0.07142857142857142, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.42857142857142855, 'Noah Lafferty': 0.07142857142857142, 'David Zmick': 0.0, 'Kavya Gundavaram': 0.0, 'Allen Kleiner': 0.0}

Noah Lafferty : {'Lisa Vuong': 0.01079913606911447, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.004319654427645789, 'Claudia Nadolny': 0.1447084233261339, 'Jonathan Osacky': 0.0021598272138228943, 'Zach Miller': 0.08207343412526998, 'Sunny Pruthi': 0.09935205183585313, 'Lawrence Humphrey': 0.06479481641468683, 'Bernard': 0.058315334773218146, 'Alec Mori': 0.05183585313174946, 'William Haoyuan Gao': 0.004319654427645789, 'Alex Dalton': 0.004319654427645789, 'Noah Lafferty': 0.34989200863930886, 'David Zmick': 0.06695464362850972, 'Kavya Gundavaram': 0.05399568034557235, 'Allen Kleiner': 0.0021598272138228943}

David Zmick : {'Lisa Vuong': 0.009892086330935251, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.0008992805755395684, 'Claudia Nadolny': 0.0737410071942446, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.12859712230215828, 'Sunny Pruthi': 0.12769784172661872, 'Lawrence Humphrey': 0.0764388489208633, 'Bernard': 0.04226618705035971, 'Alec Mori': 0.044064748201438846, 'William Haoyuan Gao': 0.0017985611510791368, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.030575539568345324, 'David Zmick': 0.42176258992805754, 'Kavya Gundavaram': 0.03597122302158273, 'Allen Kleiner': 0.006294964028776978}

Kavya Gundavaram : {'Lisa Vuong': 0.004694835680751174, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.001564945226917058, 'Claudia Nadolny': 0.050078247261345854, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.1189358372456964, 'Sunny Pruthi': 0.10485133020344288, 'Lawrence Humphrey': 0.06572769953051644, 'Bernard': 0.13302034428794993, 'Alec Mori': 0.056338028169014086, 'William Haoyuan Gao': 0.001564945226917058, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.03755868544600939, 'David Zmick': 0.081377151799687, 'Kavya Gundavaram': 0.3411580594679186, 'Allen Kleiner': 0.003129890453834116}

Allen Kleiner : {'Lisa Vuong': 0.0, 'Carolyn Zeng': 0.0, 'Violet Xue Zou': 0.0, 'Claudia Nadolny': 0.11764705882352941, 'Jonathan Osacky': 0.0, 'Zach Miller': 0.14705882352941177, 'Sunny Pruthi': 0.14705882352941177, 'Lawrence Humphrey': 0.08823529411764706, 'Bernard': 0.029411764705882353, 'Alec Mori': 0.029411764705882353, 'William Haoyuan Gao': 0.0, 'Alex Dalton': 0.0, 'Noah Lafferty': 0.0, 'David Zmick': 0.08823529411764706, 'Kavya Gundavaram': 0.029411764705882353, 'Allen Kleiner': 0.3235294117647059}