id sid tid token lemma pos work_m4vkvi4ixvf4npuqtarxoap2m4 1 1 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 1 2 © © CD work_m4vkvi4ixvf4npuqtarxoap2m4 1 3 2018 2018 CD work_m4vkvi4ixvf4npuqtarxoap2m4 1 4 Authors author NNS work_m4vkvi4ixvf4npuqtarxoap2m4 1 5 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 2 1 This this DT work_m4vkvi4ixvf4npuqtarxoap2m4 2 2 work work NN work_m4vkvi4ixvf4npuqtarxoap2m4 2 3 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 2 4 licensed license VBN work_m4vkvi4ixvf4npuqtarxoap2m4 2 5 under under IN work_m4vkvi4ixvf4npuqtarxoap2m4 2 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 2 7 Creative Creative NNP work_m4vkvi4ixvf4npuqtarxoap2m4 2 8 Commons Commons NNP work_m4vkvi4ixvf4npuqtarxoap2m4 2 9 Attribution Attribution NNP work_m4vkvi4ixvf4npuqtarxoap2m4 2 10 4.0 4.0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 2 11 License license NN work_m4vkvi4ixvf4npuqtarxoap2m4 2 12 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 2 13 https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/ ADD work_m4vkvi4ixvf4npuqtarxoap2m4 2 14 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 2 15 CONNECTIONS CONNECTIONS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 2 16 Issue Issue NNP work_m4vkvi4ixvf4npuqtarxoap2m4 2 17 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 2 18 | | NNP work_m4vkvi4ixvf4npuqtarxoap2m4 2 19 Vol Vol NNP work_m4vkvi4ixvf4npuqtarxoap2m4 2 20 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 3 1 38Article 38Article NNP work_m4vkvi4ixvf4npuqtarxoap2m4 3 2 | | HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 3 3 DOI DOI NNP work_m4vkvi4ixvf4npuqtarxoap2m4 3 4 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 3 5 10.21307 10.21307 CD work_m4vkvi4ixvf4npuqtarxoap2m4 3 6 / / SYM work_m4vkvi4ixvf4npuqtarxoap2m4 3 7 connections-2018 connections-2018 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 3 8 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 3 9 002 002 CD work_m4vkvi4ixvf4npuqtarxoap2m4 3 10 Techniques technique NNS work_m4vkvi4ixvf4npuqtarxoap2m4 3 11 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 3 12 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 3 13 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 3 14 Network Network NNP work_m4vkvi4ixvf4npuqtarxoap2m4 3 15 Abstract Abstract NNP work_m4vkvi4ixvf4npuqtarxoap2m4 3 16 This this DT work_m4vkvi4ixvf4npuqtarxoap2m4 3 17 techniques technique VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 3 18 guide guide NN work_m4vkvi4ixvf4npuqtarxoap2m4 3 19 provides provide VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 3 20 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 3 21 brief brief JJ work_m4vkvi4ixvf4npuqtarxoap2m4 3 22 answer answer NN work_m4vkvi4ixvf4npuqtarxoap2m4 3 23 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 3 24 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 3 25 question question NN work_m4vkvi4ixvf4npuqtarxoap2m4 3 26 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 3 27 How how WRB work_m4vkvi4ixvf4npuqtarxoap2m4 3 28 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 3 29 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 3 30 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 3 31 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 3 32 threshold threshold NN work_m4vkvi4ixvf4npuqtarxoap2m4 3 33 ? ? . work_m4vkvi4ixvf4npuqtarxoap2m4 4 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 4 2 propose propose VBP work_m4vkvi4ixvf4npuqtarxoap2m4 4 3 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 4 4 two two CD work_m4vkvi4ixvf4npuqtarxoap2m4 4 5 step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 4 6 ap- ap- CC work_m4vkvi4ixvf4npuqtarxoap2m4 4 7 proach proach NN work_m4vkvi4ixvf4npuqtarxoap2m4 4 8 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 4 9 selecting select VBG work_m4vkvi4ixvf4npuqtarxoap2m4 4 10 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 4 11 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 4 12 threshold threshold NN work_m4vkvi4ixvf4npuqtarxoap2m4 4 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 5 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 5 2 illustrate illustrate VBP work_m4vkvi4ixvf4npuqtarxoap2m4 5 3 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 5 4 approaches approach NNS work_m4vkvi4ixvf4npuqtarxoap2m4 5 5 using use VBG work_m4vkvi4ixvf4npuqtarxoap2m4 5 6 two two CD work_m4vkvi4ixvf4npuqtarxoap2m4 5 7 datasets dataset NNS work_m4vkvi4ixvf4npuqtarxoap2m4 5 8 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 5 9 provide provide VB work_m4vkvi4ixvf4npuqtarxoap2m4 5 10 instructions instruction NNS work_m4vkvi4ixvf4npuqtarxoap2m4 5 11 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 5 12 how how WRB work_m4vkvi4ixvf4npuqtarxoap2m4 5 13 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 5 14 perform perform VB work_m4vkvi4ixvf4npuqtarxoap2m4 5 15 these these DT work_m4vkvi4ixvf4npuqtarxoap2m4 5 16 approaches approach NNS work_m4vkvi4ixvf4npuqtarxoap2m4 5 17 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 5 18 R R NNP work_m4vkvi4ixvf4npuqtarxoap2m4 5 19 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 5 20 UCINET UCINET NNP work_m4vkvi4ixvf4npuqtarxoap2m4 5 21 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 6 1 Keywords Keywords NNPS work_m4vkvi4ixvf4npuqtarxoap2m4 6 2 Techniques Techniques NNPS work_m4vkvi4ixvf4npuqtarxoap2m4 6 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 6 4 Dichotomization Dichotomization NNP work_m4vkvi4ixvf4npuqtarxoap2m4 6 5 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 7 1 There there EX work_m4vkvi4ixvf4npuqtarxoap2m4 7 2 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 7 3 many many JJ work_m4vkvi4ixvf4npuqtarxoap2m4 7 4 reasons reason NNS work_m4vkvi4ixvf4npuqtarxoap2m4 7 5 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 7 6 dichotomize dichotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 7 7 valued value VBN work_m4vkvi4ixvf4npuqtarxoap2m4 7 8 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 7 9 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 7 10 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 8 1 It -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 8 2 might may MD work_m4vkvi4ixvf4npuqtarxoap2m4 8 3 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 8 4 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 8 5 methodological methodological JJ work_m4vkvi4ixvf4npuqtarxoap2m4 8 6 rea- rea- NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 7 sons son NNS work_m4vkvi4ixvf4npuqtarxoap2m4 8 8 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 8 9 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 8 10 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 8 12 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 8 13 order order NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 14 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 8 15 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 8 16 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 8 17 graph graph NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 18 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 8 19 theoret- theoret- NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 20 ic ic NNP work_m4vkvi4ixvf4npuqtarxoap2m4 8 21 concept concept NNP work_m4vkvi4ixvf4npuqtarxoap2m4 8 22 such such JJ work_m4vkvi4ixvf4npuqtarxoap2m4 8 23 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 8 24 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 8 25 clique clique NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 26 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 8 27 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 8 28 n n JJ work_m4vkvi4ixvf4npuqtarxoap2m4 8 29 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 8 30 clan clan NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 31 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 8 32 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 8 33 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 8 34 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 8 35 methods method NNS work_m4vkvi4ixvf4npuqtarxoap2m4 8 36 such such JJ work_m4vkvi4ixvf4npuqtarxoap2m4 8 37 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 8 38 ERGMs ergm NNS work_m4vkvi4ixvf4npuqtarxoap2m4 8 39 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 8 40 SAOMs saom NNS work_m4vkvi4ixvf4npuqtarxoap2m4 8 41 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 8 42 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 8 43 large- large- VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 8 44 ly ly XX work_m4vkvi4ixvf4npuqtarxoap2m4 8 45 assume assume NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 46 binary binary JJ work_m4vkvi4ixvf4npuqtarxoap2m4 8 47 data1 data1 NN work_m4vkvi4ixvf4npuqtarxoap2m4 8 48 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 9 1 There there EX work_m4vkvi4ixvf4npuqtarxoap2m4 9 2 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 9 3 also also RB work_m4vkvi4ixvf4npuqtarxoap2m4 9 4 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 9 5 matter matter NN work_m4vkvi4ixvf4npuqtarxoap2m4 9 6 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 9 7 visualizing visualizing JJ work_m4vkvi4ixvf4npuqtarxoap2m4 9 8 networks network NNS work_m4vkvi4ixvf4npuqtarxoap2m4 9 9 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 9 10 where where WRB work_m4vkvi4ixvf4npuqtarxoap2m4 9 11 fewer few JJR work_m4vkvi4ixvf4npuqtarxoap2m4 9 12 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 9 13 often often RB work_m4vkvi4ixvf4npuqtarxoap2m4 9 14 yield yield VBP work_m4vkvi4ixvf4npuqtarxoap2m4 9 15 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 9 16 considerably considerably RB work_m4vkvi4ixvf4npuqtarxoap2m4 9 17 more more RBR work_m4vkvi4ixvf4npuqtarxoap2m4 9 18 readable readable JJ work_m4vkvi4ixvf4npuqtarxoap2m4 9 19 picture picture NN work_m4vkvi4ixvf4npuqtarxoap2m4 9 20 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 10 1 It -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 10 2 could could MD work_m4vkvi4ixvf4npuqtarxoap2m4 10 3 also also RB work_m4vkvi4ixvf4npuqtarxoap2m4 10 4 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 10 5 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 10 6 theoretical theoretical JJ work_m4vkvi4ixvf4npuqtarxoap2m4 10 7 reasons reason NNS work_m4vkvi4ixvf4npuqtarxoap2m4 10 8 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 11 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 11 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 11 4 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 11 5 order order NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 6 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 11 7 dis- dis- VB work_m4vkvi4ixvf4npuqtarxoap2m4 11 8 tinguish tinguish NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 9 between between IN work_m4vkvi4ixvf4npuqtarxoap2m4 11 10 positive positive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 11 11 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 11 12 negative negative JJ work_m4vkvi4ixvf4npuqtarxoap2m4 11 13 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 11 14 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 11 15 since since IN work_m4vkvi4ixvf4npuqtarxoap2m4 11 16 tie tie NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 17 strength strength NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 18 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 11 19 valence valence NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 20 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 11 21 often often RB work_m4vkvi4ixvf4npuqtarxoap2m4 11 22 captured capture VBN work_m4vkvi4ixvf4npuqtarxoap2m4 11 23 using use VBG work_m4vkvi4ixvf4npuqtarxoap2m4 11 24 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 11 25 single single JJ work_m4vkvi4ixvf4npuqtarxoap2m4 11 26 scale scale NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 27 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 11 28 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 11 29 then then RB work_m4vkvi4ixvf4npuqtarxoap2m4 11 30 needs need VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 11 31 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 11 32 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 11 33 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 11 34 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 11 35 order order NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 36 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 11 37 match match VB work_m4vkvi4ixvf4npuqtarxoap2m4 11 38 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 11 39 theory theory NN work_m4vkvi4ixvf4npuqtarxoap2m4 11 40 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 12 1 Finally finally RB work_m4vkvi4ixvf4npuqtarxoap2m4 12 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 12 3 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 12 4 might may MD work_m4vkvi4ixvf4npuqtarxoap2m4 12 5 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 12 6 engaging engage VBG work_m4vkvi4ixvf4npuqtarxoap2m4 12 7 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 12 8 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 12 9 certain certain JJ work_m4vkvi4ixvf4npuqtarxoap2m4 12 10 kind kind NN work_m4vkvi4ixvf4npuqtarxoap2m4 12 11 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 12 12 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 12 13 smoothing smooth VBG work_m4vkvi4ixvf4npuqtarxoap2m4 12 14 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 12 15 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 12 16 have have VBP work_m4vkvi4ixvf4npuqtarxoap2m4 12 17 collect- collect- VBN work_m4vkvi4ixvf4npuqtarxoap2m4 12 18 ed ed NNP work_m4vkvi4ixvf4npuqtarxoap2m4 12 19 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 12 20 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 12 21 fine fine JJ work_m4vkvi4ixvf4npuqtarxoap2m4 12 22 levels level NNS work_m4vkvi4ixvf4npuqtarxoap2m4 12 23 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 12 24 differences difference NNS work_m4vkvi4ixvf4npuqtarxoap2m4 12 25 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 12 26 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 12 27 strength strength NN work_m4vkvi4ixvf4npuqtarxoap2m4 12 28 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 12 29 tie tie NN work_m4vkvi4ixvf4npuqtarxoap2m4 12 30 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 12 31 but but CC work_m4vkvi4ixvf4npuqtarxoap2m4 12 32 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 12 33 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 12 34 confident confident JJ work_m4vkvi4ixvf4npuqtarxoap2m4 12 35 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 12 36 small small JJ work_m4vkvi4ixvf4npuqtarxoap2m4 12 37 differences difference NNS work_m4vkvi4ixvf4npuqtarxoap2m4 12 38 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 12 39 meaningful meaningful JJ work_m4vkvi4ixvf4npuqtarxoap2m4 12 40 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 13 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 13 2 have have VBP work_m4vkvi4ixvf4npuqtarxoap2m4 13 3 greater great JJR work_m4vkvi4ixvf4npuqtarxoap2m4 13 4 confidence confidence NN work_m4vkvi4ixvf4npuqtarxoap2m4 13 5 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 13 6 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 13 7 few few JJ work_m4vkvi4ixvf4npuqtarxoap2m4 13 8 big big JJ work_m4vkvi4ixvf4npuqtarxoap2m4 13 9 buckets bucket NNS work_m4vkvi4ixvf4npuqtarxoap2m4 13 10 such such JJ work_m4vkvi4ixvf4npuqtarxoap2m4 13 11 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 13 12 strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 13 13 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 13 14 weak weak JJ work_m4vkvi4ixvf4npuqtarxoap2m4 13 15 than than IN work_m4vkvi4ixvf4npuqtarxoap2m4 13 16 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 13 17 100 100 CD work_m4vkvi4ixvf4npuqtarxoap2m4 13 18 gradu- gradu- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 13 19 ations ation NNS work_m4vkvi4ixvf4npuqtarxoap2m4 13 20 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 13 21 strength strength NN work_m4vkvi4ixvf4npuqtarxoap2m4 13 22 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 14 1 Whatever whatever WDT work_m4vkvi4ixvf4npuqtarxoap2m4 14 2 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 14 3 reason reason NN work_m4vkvi4ixvf4npuqtarxoap2m4 14 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 14 5 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 14 6 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 14 7 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 14 8 going go VBG work_m4vkvi4ixvf4npuqtarxoap2m4 14 9 dichot- dichot- XX work_m4vkvi4ixvf4npuqtarxoap2m4 14 10 omize omize NNP work_m4vkvi4ixvf4npuqtarxoap2m4 14 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 14 12 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 14 13 question question NN work_m4vkvi4ixvf4npuqtarxoap2m4 14 14 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 14 15 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 14 16 what what WDT work_m4vkvi4ixvf4npuqtarxoap2m4 14 17 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 14 18 should should MD work_m4vkvi4ixvf4npuqtarxoap2m4 14 19 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 14 20 di- di- RB work_m4vkvi4ixvf4npuqtarxoap2m4 14 21 chotomize chotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 14 22 ? ? . work_m4vkvi4ixvf4npuqtarxoap2m4 15 1 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 15 2 some some DT work_m4vkvi4ixvf4npuqtarxoap2m4 15 3 cases case NNS work_m4vkvi4ixvf4npuqtarxoap2m4 15 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 15 5 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 15 6 situation situation NN work_m4vkvi4ixvf4npuqtarxoap2m4 15 7 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 15 8 guided guide VBN work_m4vkvi4ixvf4npuqtarxoap2m4 15 9 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 15 10 theoretical theoretical JJ work_m4vkvi4ixvf4npuqtarxoap2m4 15 11 meaningfulness meaningfulness NN work_m4vkvi4ixvf4npuqtarxoap2m4 15 12 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 15 13 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 15 14 research research NN work_m4vkvi4ixvf4npuqtarxoap2m4 15 15 de- de- XX work_m4vkvi4ixvf4npuqtarxoap2m4 15 16 sign sign NN work_m4vkvi4ixvf4npuqtarxoap2m4 15 17 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 16 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 16 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 16 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 16 4 suppose suppose VB work_m4vkvi4ixvf4npuqtarxoap2m4 16 5 respondents respondent NNS work_m4vkvi4ixvf4npuqtarxoap2m4 16 6 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 16 7 asked ask VBN work_m4vkvi4ixvf4npuqtarxoap2m4 16 8 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 16 9 rate rate VB work_m4vkvi4ixvf4npuqtarxoap2m4 16 10 others other NNS work_m4vkvi4ixvf4npuqtarxoap2m4 16 11 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 16 12 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 16 13 scale scale NN work_m4vkvi4ixvf4npuqtarxoap2m4 16 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 16 15 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 16 16 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 16 17 do do VB work_m4vkvi4ixvf4npuqtarxoap2m4 16 18 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 16 19 know know VB work_m4vkvi4ixvf4npuqtarxoap2m4 16 20 them -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 16 21 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 16 22 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 16 23 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 16 24 acquaintance acquaintance NN work_m4vkvi4ixvf4npuqtarxoap2m4 16 25 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 16 26 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 16 27 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 16 28 friend friend NN work_m4vkvi4ixvf4npuqtarxoap2m4 16 29 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 16 30 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 16 31 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 16 32 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 16 33 family family NN work_m4vkvi4ixvf4npuqtarxoap2m4 16 34 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 17 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 17 2 see see VBP work_m4vkvi4ixvf4npuqtarxoap2m4 17 3 there there EX work_m4vkvi4ixvf4npuqtarxoap2m4 17 4 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 17 5 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 17 6 loose loose JJ work_m4vkvi4ixvf4npuqtarxoap2m4 17 7 gradation gradation NN work_m4vkvi4ixvf4npuqtarxoap2m4 17 8 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 17 9 “ " `` work_m4vkvi4ixvf4npuqtarxoap2m4 17 10 does do VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 17 11 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 17 12 know know VB work_m4vkvi4ixvf4npuqtarxoap2m4 17 13 ” " '' work_m4vkvi4ixvf4npuqtarxoap2m4 17 14 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 17 15 “ " `` work_m4vkvi4ixvf4npuqtarxoap2m4 17 16 knows know VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 17 17 well well RB work_m4vkvi4ixvf4npuqtarxoap2m4 17 18 ” " '' work_m4vkvi4ixvf4npuqtarxoap2m4 17 19 ; ; : work_m4vkvi4ixvf4npuqtarxoap2m4 17 20 however however RB work_m4vkvi4ixvf4npuqtarxoap2m4 17 21 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 17 22 categories category NNS work_m4vkvi4ixvf4npuqtarxoap2m4 17 23 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 17 24 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 17 25 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 17 26 do do VBP work_m4vkvi4ixvf4npuqtarxoap2m4 17 27 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 17 28 possess possess VB work_m4vkvi4ixvf4npuqtarxoap2m4 17 29 so so RB work_m4vkvi4ixvf4npuqtarxoap2m4 17 30 much much JJ work_m4vkvi4ixvf4npuqtarxoap2m4 17 31 degrees degree NNS work_m4vkvi4ixvf4npuqtarxoap2m4 17 32 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 17 33 closeness closeness NN work_m4vkvi4ixvf4npuqtarxoap2m4 17 34 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 17 35 different different JJ work_m4vkvi4ixvf4npuqtarxoap2m4 17 36 kinds kind NNS work_m4vkvi4ixvf4npuqtarxoap2m4 17 37 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 17 38 social social JJ work_m4vkvi4ixvf4npuqtarxoap2m4 17 39 relations relation NNS work_m4vkvi4ixvf4npuqtarxoap2m4 17 40 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 18 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 18 2 choice choice NN work_m4vkvi4ixvf4npuqtarxoap2m4 18 3 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 18 4 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 18 5 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 18 6 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 18 7 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 18 8 determined determine VBN work_m4vkvi4ixvf4npuqtarxoap2m4 18 9 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 18 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 18 11 research research NN work_m4vkvi4ixvf4npuqtarxoap2m4 18 12 question question NN work_m4vkvi4ixvf4npuqtarxoap2m4 18 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 19 1 A a DT work_m4vkvi4ixvf4npuqtarxoap2m4 19 2 similar similar JJ work_m4vkvi4ixvf4npuqtarxoap2m4 19 3 ex- ex- XX work_m4vkvi4ixvf4npuqtarxoap2m4 19 4 ample ample NN work_m4vkvi4ixvf4npuqtarxoap2m4 19 5 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 19 6 provided provide VBN work_m4vkvi4ixvf4npuqtarxoap2m4 19 7 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 19 8 questions question NNS work_m4vkvi4ixvf4npuqtarxoap2m4 19 9 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 19 10 ask ask VBP work_m4vkvi4ixvf4npuqtarxoap2m4 19 11 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 19 12 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 19 13 range range NN work_m4vkvi4ixvf4npuqtarxoap2m4 19 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 19 15 effects effect NNS work_m4vkvi4ixvf4npuqtarxoap2m4 19 16 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 19 17 negative negative JJ work_m4vkvi4ixvf4npuqtarxoap2m4 19 18 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 19 19 positive positive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 19 20 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 20 1 If if IN work_m4vkvi4ixvf4npuqtarxoap2m4 20 2 respondents respondent NNS work_m4vkvi4ixvf4npuqtarxoap2m4 20 3 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 20 4 asked ask VBN work_m4vkvi4ixvf4npuqtarxoap2m4 20 5 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 20 6 rate rate VB work_m4vkvi4ixvf4npuqtarxoap2m4 20 7 others other NNS work_m4vkvi4ixvf4npuqtarxoap2m4 20 8 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 20 9 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 20 10 scale scale NN work_m4vkvi4ixvf4npuqtarxoap2m4 20 11 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 20 12 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 20 13 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 20 14 dislike dislike VB work_m4vkvi4ixvf4npuqtarxoap2m4 20 15 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 20 16 lot lot NN work_m4vkvi4ixvf4npuqtarxoap2m4 20 17 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 20 18 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 20 19 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 20 20 dislike dislike VBP work_m4vkvi4ixvf4npuqtarxoap2m4 20 21 somewhat somewhat RB work_m4vkvi4ixvf4npuqtarxoap2m4 20 22 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 20 23 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 20 24 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 20 25 neither neither CC work_m4vkvi4ixvf4npuqtarxoap2m4 20 26 like like UH work_m4vkvi4ixvf4npuqtarxoap2m4 20 27 nor nor CC work_m4vkvi4ixvf4npuqtarxoap2m4 20 28 dislike dislike VB work_m4vkvi4ixvf4npuqtarxoap2m4 20 29 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 20 30 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 20 31 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 20 32 like like UH work_m4vkvi4ixvf4npuqtarxoap2m4 20 33 somewhat somewhat RB work_m4vkvi4ixvf4npuqtarxoap2m4 20 34 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 20 35 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 20 36 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 20 37 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 20 38 like like IN work_m4vkvi4ixvf4npuqtarxoap2m4 20 39 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 20 40 lot lot NN work_m4vkvi4ixvf4npuqtarxoap2m4 20 41 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 20 42 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 20 43 many many JJ work_m4vkvi4ixvf4npuqtarxoap2m4 20 44 analy- analy- NNS work_m4vkvi4ixvf4npuqtarxoap2m4 20 45 ses ses NNP work_m4vkvi4ixvf4npuqtarxoap2m4 20 46 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 20 47 it -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 20 48 will will MD work_m4vkvi4ixvf4npuqtarxoap2m4 20 49 make make VB work_m4vkvi4ixvf4npuqtarxoap2m4 20 50 sense sense NN work_m4vkvi4ixvf4npuqtarxoap2m4 20 51 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 20 52 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 20 53 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 20 54 cut cut NN work_m4vkvi4ixvf4npuqtarxoap2m4 20 55 off off RP work_m4vkvi4ixvf4npuqtarxoap2m4 20 56 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 20 57 > > PRP work_m4vkvi4ixvf4npuqtarxoap2m4 20 58 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 20 59 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 20 60 > > XX work_m4vkvi4ixvf4npuqtarxoap2m4 20 61 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 20 62 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 20 63 positive positive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 20 64 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 20 65 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 20 66 <3 <3 NN work_m4vkvi4ixvf4npuqtarxoap2m4 20 67 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 20 68 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 20 69 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 20 70 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 20 71 negative negative JJ work_m4vkvi4ixvf4npuqtarxoap2m4 20 72 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 20 73 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 21 1 Note note VB work_m4vkvi4ixvf4npuqtarxoap2m4 21 2 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 21 3 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 21 4 both both DT work_m4vkvi4ixvf4npuqtarxoap2m4 21 5 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 21 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 21 7 last last JJ work_m4vkvi4ixvf4npuqtarxoap2m4 21 8 examples example NNS work_m4vkvi4ixvf4npuqtarxoap2m4 21 9 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 21 10 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 21 11 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 21 12 still still RB work_m4vkvi4ixvf4npuqtarxoap2m4 21 13 confronted confront VBN work_m4vkvi4ixvf4npuqtarxoap2m4 21 14 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 21 15 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 21 16 choice choice NN work_m4vkvi4ixvf4npuqtarxoap2m4 21 17 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 21 18 two two CD work_m4vkvi4ixvf4npuqtarxoap2m4 21 19 values value NNS work_m4vkvi4ixvf4npuqtarxoap2m4 21 20 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 21 21 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 21 22 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 21 23 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 22 1 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 22 2 addition addition NN work_m4vkvi4ixvf4npuqtarxoap2m4 22 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 22 4 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 22 5 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 22 6 scale scale NN work_m4vkvi4ixvf4npuqtarxoap2m4 22 7 points point NNS work_m4vkvi4ixvf4npuqtarxoap2m4 22 8 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 22 9 more more RBR work_m4vkvi4ixvf4npuqtarxoap2m4 22 10 ambig- ambig- RB work_m4vkvi4ixvf4npuqtarxoap2m4 22 11 uous uous JJ work_m4vkvi4ixvf4npuqtarxoap2m4 22 12 than than IN work_m4vkvi4ixvf4npuqtarxoap2m4 22 13 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 22 14 ones one NNS work_m4vkvi4ixvf4npuqtarxoap2m4 22 15 above above RB work_m4vkvi4ixvf4npuqtarxoap2m4 22 16 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 22 17 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 22 18 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 22 19 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 22 20 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 22 21 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 22 22 counts count NNS work_m4vkvi4ixvf4npuqtarxoap2m4 22 23 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 22 24 rankings ranking NNS work_m4vkvi4ixvf4npuqtarxoap2m4 22 25 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 22 26 then then RB work_m4vkvi4ixvf4npuqtarxoap2m4 22 27 there there EX work_m4vkvi4ixvf4npuqtarxoap2m4 22 28 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 22 29 likely likely JJ work_m4vkvi4ixvf4npuqtarxoap2m4 22 30 no no DT work_m4vkvi4ixvf4npuqtarxoap2m4 22 31 a a FW work_m4vkvi4ixvf4npuqtarxoap2m4 22 32 priori priori FW work_m4vkvi4ixvf4npuqtarxoap2m4 22 33 way way NN work_m4vkvi4ixvf4npuqtarxoap2m4 22 34 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 22 35 de- de- RB work_m4vkvi4ixvf4npuqtarxoap2m4 22 36 ciding cide VBG work_m4vkvi4ixvf4npuqtarxoap2m4 22 37 where where WRB work_m4vkvi4ixvf4npuqtarxoap2m4 22 38 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 22 39 dichotomize dichotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 22 40 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 23 1 Here here RB work_m4vkvi4ixvf4npuqtarxoap2m4 23 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 23 3 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 23 4 propose propose VBP work_m4vkvi4ixvf4npuqtarxoap2m4 23 5 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 23 6 two two CD work_m4vkvi4ixvf4npuqtarxoap2m4 23 7 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 23 8 step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 23 9 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 23 10 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 23 11 di- di- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 23 12 chotomizing chotomizing NN work_m4vkvi4ixvf4npuqtarxoap2m4 23 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 24 1 Step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 24 2 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 24 3 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 24 4 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 24 5 simply simply RB work_m4vkvi4ixvf4npuqtarxoap2m4 24 6 dichotomize dichotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 24 7 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 24 8 every every DT work_m4vkvi4ixvf4npuqtarxoap2m4 24 9 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 24 10 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 24 11 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 24 12 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 24 13 collection collection NN work_m4vkvi4ixvf4npuqtarxoap2m4 24 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 24 15 k k NN work_m4vkvi4ixvf4npuqtarxoap2m4 24 16 bins bin NNS work_m4vkvi4ixvf4npuqtarxoap2m4 24 17 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 24 18 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 24 19 examine examine VB work_m4vkvi4ixvf4npuqtarxoap2m4 24 20 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 24 21 net- net- NN work_m4vkvi4ixvf4npuqtarxoap2m4 24 22 work work NN work_m4vkvi4ixvf4npuqtarxoap2m4 24 23 produced produce VBN work_m4vkvi4ixvf4npuqtarxoap2m4 24 24 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 24 25 each each DT work_m4vkvi4ixvf4npuqtarxoap2m4 24 26 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 24 27 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 25 1 Step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 25 2 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 25 3 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 25 4 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 25 5 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 25 6 simple simple JJ work_m4vkvi4ixvf4npuqtarxoap2m4 25 7 analytics analytic NNS work_m4vkvi4ixvf4npuqtarxoap2m4 25 8 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 25 9 order order NN work_m4vkvi4ixvf4npuqtarxoap2m4 25 10 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 25 11 obtain obtain VB work_m4vkvi4ixvf4npuqtarxoap2m4 25 12 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 25 13 informed informed JJ work_m4vkvi4ixvf4npuqtarxoap2m4 25 14 rationale rationale NN work_m4vkvi4ixvf4npuqtarxoap2m4 25 15 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 25 16 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 25 17 specific specific JJ work_m4vkvi4ixvf4npuqtarxoap2m4 25 18 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 25 19 threshold threshold NN work_m4vkvi4ixvf4npuqtarxoap2m4 25 20 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 25 21 makes make VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 25 22 sense sense NN work_m4vkvi4ixvf4npuqtarxoap2m4 25 23 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 25 24 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 25 25 given give VBN work_m4vkvi4ixvf4npuqtarxoap2m4 25 26 data data NN work_m4vkvi4ixvf4npuqtarxoap2m4 25 27 set set NN work_m4vkvi4ixvf4npuqtarxoap2m4 25 28 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 26 1 Step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 2 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 26 3 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 26 4 step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 5 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 26 6 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 26 7 input input VB work_m4vkvi4ixvf4npuqtarxoap2m4 26 8 your -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 26 9 valued value VBN work_m4vkvi4ixvf4npuqtarxoap2m4 26 10 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 11 into into IN work_m4vkvi4ixvf4npuqtarxoap2m4 26 12 your -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 26 13 favorite favorite JJ work_m4vkvi4ixvf4npuqtarxoap2m4 26 14 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 15 data data NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 16 management management NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 17 software software NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 18 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 26 19 dichotomize dichotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 26 20 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 26 21 every every DT work_m4vkvi4ixvf4npuqtarxoap2m4 26 22 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 23 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 26 24 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 26 25 scale scale NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 26 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 26 27 see see VB work_m4vkvi4ixvf4npuqtarxoap2m4 26 28 insert insert NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 29 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 26 30 information information NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 31 about about IN work_m4vkvi4ixvf4npuqtarxoap2m4 26 32 how how WRB work_m4vkvi4ixvf4npuqtarxoap2m4 26 33 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 26 34 do do VB work_m4vkvi4ixvf4npuqtarxoap2m4 26 35 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 26 36 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 26 37 R r NN work_m4vkvi4ixvf4npuqtarxoap2m4 26 38 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 26 39 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 26 40 UCINET UCINET NNP work_m4vkvi4ixvf4npuqtarxoap2m4 26 41 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 26 42 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 27 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 27 2 rec- rec- RB work_m4vkvi4ixvf4npuqtarxoap2m4 27 3 ommend ommend VBP work_m4vkvi4ixvf4npuqtarxoap2m4 27 4 always always RB work_m4vkvi4ixvf4npuqtarxoap2m4 27 5 spending spend VBG work_m4vkvi4ixvf4npuqtarxoap2m4 27 6 some some DT work_m4vkvi4ixvf4npuqtarxoap2m4 27 7 time time NN work_m4vkvi4ixvf4npuqtarxoap2m4 27 8 visualizing visualize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 27 9 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 27 10 Stephen Stephen NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 11 P. P. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 12 Borgatti1 Borgatti1 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 13 * * NFP work_m4vkvi4ixvf4npuqtarxoap2m4 27 14 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 27 15 Eric Eric NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 16 Quintane2 Quintane2 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 17 1University 1University NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 18 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 27 19 Kentucky Kentucky NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 20 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 27 21 Gatton Gatton NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 22 College College NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 23 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 27 24 Business Business NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 25 & & CC work_m4vkvi4ixvf4npuqtarxoap2m4 27 26 Econom- Econom- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 27 ics ics NN work_m4vkvi4ixvf4npuqtarxoap2m4 27 28 Lexington Lexington NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 29 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 27 30 KY KY NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 31 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 27 32 2School 2School NNS work_m4vkvi4ixvf4npuqtarxoap2m4 27 33 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 27 34 Management Management NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 35 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 27 36 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 27 37 University University NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 38 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 27 39 Los Los NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 40 Andes Andes NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 41 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 27 42 Bogota Bogota NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 43 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 27 44 Colombia Colombia NNP work_m4vkvi4ixvf4npuqtarxoap2m4 27 45 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 28 1 * * NFP work_m4vkvi4ixvf4npuqtarxoap2m4 28 2 E e NN work_m4vkvi4ixvf4npuqtarxoap2m4 28 3 - - NN work_m4vkvi4ixvf4npuqtarxoap2m4 28 4 mail mail NN work_m4vkvi4ixvf4npuqtarxoap2m4 28 5 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 28 6 sborgatti@uky.edu sborgatti@uky.edu NNS work_m4vkvi4ixvf4npuqtarxoap2m4 28 7 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 29 1 1There 1there CD work_m4vkvi4ixvf4npuqtarxoap2m4 29 2 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 29 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 29 4 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 29 5 course course NN work_m4vkvi4ixvf4npuqtarxoap2m4 29 6 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 29 7 many many JJ work_m4vkvi4ixvf4npuqtarxoap2m4 29 8 methods method NNS work_m4vkvi4ixvf4npuqtarxoap2m4 29 9 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 29 10 do do VBP work_m4vkvi4ixvf4npuqtarxoap2m4 29 11 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 29 12 require require VB work_m4vkvi4ixvf4npuqtarxoap2m4 29 13 di- di- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 29 14 chotomization chotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 29 15 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 30 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 30 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 30 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 30 4 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 30 5 do do VBP work_m4vkvi4ixvf4npuqtarxoap2m4 30 6 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 30 7 need need VB work_m4vkvi4ixvf4npuqtarxoap2m4 30 8 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 30 9 dichotomize dichotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 30 10 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 30 11 order order NN work_m4vkvi4ixvf4npuqtarxoap2m4 30 12 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 30 13 measure measure VB work_m4vkvi4ixvf4npuqtarxoap2m4 30 14 eigenvector eigenvector NN work_m4vkvi4ixvf4npuqtarxoap2m4 30 15 centrality centrality NN work_m4vkvi4ixvf4npuqtarxoap2m4 30 16 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 30 17 nor nor CC work_m4vkvi4ixvf4npuqtarxoap2m4 30 18 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 30 19 apply apply VB work_m4vkvi4ixvf4npuqtarxoap2m4 30 20 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 30 21 relational relational JJ work_m4vkvi4ixvf4npuqtarxoap2m4 30 22 event event NN work_m4vkvi4ixvf4npuqtarxoap2m4 30 23 model model NN work_m4vkvi4ixvf4npuqtarxoap2m4 30 24 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 30 25 Butts Butts NNP work_m4vkvi4ixvf4npuqtarxoap2m4 30 26 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 30 27 2008 2008 CD work_m4vkvi4ixvf4npuqtarxoap2m4 30 28 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 30 29 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 31 1 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 31 2 Techniques technique NNS work_m4vkvi4ixvf4npuqtarxoap2m4 31 3 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 31 4 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 31 5 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 31 6 Network Network NNP work_m4vkvi4ixvf4npuqtarxoap2m4 31 7 Table Table NNP work_m4vkvi4ixvf4npuqtarxoap2m4 31 8 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 31 9 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 32 1 One one CD work_m4vkvi4ixvf4npuqtarxoap2m4 32 2 mode mode NN work_m4vkvi4ixvf4npuqtarxoap2m4 32 3 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 32 4 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 32 5 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 32 6 Women Women NNP work_m4vkvi4ixvf4npuqtarxoap2m4 32 7 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 32 8 projection projection NN work_m4vkvi4ixvf4npuqtarxoap2m4 32 9 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 33 1 EV EV NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 2 LA LA NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 3 TH TH NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 4 BR BR NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 5 CH CH NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 6 FR FR NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 7 EL EL NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 8 PE PE NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 9 RU RU NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 10 VE VE NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 11 MY MY NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 12 KA KA NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 13 SY SY NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 14 NO no UH work_m4vkvi4ixvf4npuqtarxoap2m4 33 15 HE HE NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 16 DO do VBP work_m4vkvi4ixvf4npuqtarxoap2m4 33 17 OL OL NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 18 FL FL NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 19 EVELYN evelyn NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 20 8 8 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 21 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 22 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 23 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 24 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 25 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 26 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 27 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 28 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 29 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 30 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 31 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 32 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 33 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 34 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 35 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 36 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 37 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 38 LAURA LAURA NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 39 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 40 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 41 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 42 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 43 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 44 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 45 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 46 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 47 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 48 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 49 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 50 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 51 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 52 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 53 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 54 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 55 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 56 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 57 THERESA theresa NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 58 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 59 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 60 8 8 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 61 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 62 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 63 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 64 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 65 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 66 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 67 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 68 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 69 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 70 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 71 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 72 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 73 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 74 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 75 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 76 BRENDA brenda NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 77 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 78 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 79 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 80 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 81 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 82 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 83 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 84 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 85 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 86 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 87 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 88 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 89 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 90 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 91 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 92 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 93 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 94 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 95 CHARLOTTE charlotte NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 96 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 97 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 98 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 99 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 100 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 101 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 102 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 103 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 104 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 105 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 106 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 107 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 108 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 109 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 110 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 111 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 112 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 113 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 114 FRANCES FRANCES NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 115 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 116 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 117 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 118 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 119 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 120 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 121 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 122 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 123 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 124 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 125 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 126 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 127 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 128 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 129 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 130 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 131 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 132 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 133 ELEANOR eleanor NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 134 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 135 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 136 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 137 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 138 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 139 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 140 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 141 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 142 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 143 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 144 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 145 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 146 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 147 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 148 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 149 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 150 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 151 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 152 PEARL PEARL NNS work_m4vkvi4ixvf4npuqtarxoap2m4 33 153 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 154 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 155 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 156 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 157 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 158 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 159 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 160 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 161 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 162 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 163 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 164 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 165 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 166 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 167 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 168 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 169 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 170 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 171 RUTH RUTH NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 172 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 173 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 174 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 175 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 176 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 177 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 178 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 179 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 180 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 181 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 182 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 183 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 184 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 185 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 186 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 187 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 188 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 189 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 190 VERNE verne NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 191 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 192 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 193 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 194 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 195 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 196 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 197 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 198 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 199 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 200 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 201 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 202 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 203 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 204 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 205 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 206 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 207 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 208 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 209 MYRNA MYRNA NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 210 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 211 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 212 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 213 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 214 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 215 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 216 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 217 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 218 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 219 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 220 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 221 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 222 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 223 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 224 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 225 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 226 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 227 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 228 KATHERINE KATHERINE NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 229 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 230 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 231 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 232 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 233 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 234 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 235 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 236 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 237 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 238 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 239 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 240 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 241 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 242 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 243 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 244 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 245 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 246 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 247 SYLVIA sylvia NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 248 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 249 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 250 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 251 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 252 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 253 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 254 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 255 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 256 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 257 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 258 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 259 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 260 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 261 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 262 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 263 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 264 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 265 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 266 NORA NORA NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 267 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 268 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 269 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 270 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 271 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 272 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 273 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 274 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 275 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 276 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 277 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 278 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 279 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 280 8 8 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 281 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 282 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 283 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 284 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 285 HELEN HELEN NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 286 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 287 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 288 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 289 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 290 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 291 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 292 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 293 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 294 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 295 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 296 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 297 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 298 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 299 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 300 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 301 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 302 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 303 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 304 DOROTHY DOROTHY NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 305 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 306 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 307 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 308 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 309 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 310 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 311 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 312 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 313 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 314 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 315 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 316 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 317 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 318 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 319 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 320 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 321 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 322 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 323 OLIVIA olivia NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 324 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 325 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 326 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 327 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 328 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 329 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 330 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 331 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 332 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 333 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 334 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 335 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 336 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 337 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 338 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 339 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 340 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 341 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 342 FLORA flora NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 343 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 344 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 345 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 346 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 347 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 348 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 349 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 350 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 351 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 352 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 353 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 354 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 355 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 356 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 357 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 358 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 359 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 360 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 361 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 362 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 363 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 33 364 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 33 365 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 33 366 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 33 367 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 33 368 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 33 369 dichotomized dichotomize VBD work_m4vkvi4ixvf4npuqtarxoap2m4 33 370 above above IN work_m4vkvi4ixvf4npuqtarxoap2m4 33 371 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 33 372 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 34 1 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 34 2 CONNECTIONS CONNECTIONS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 34 3 networks network NNS work_m4vkvi4ixvf4npuqtarxoap2m4 34 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 34 5 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 34 6 can can MD work_m4vkvi4ixvf4npuqtarxoap2m4 34 7 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 34 8 very very RB work_m4vkvi4ixvf4npuqtarxoap2m4 34 9 informative informative JJ work_m4vkvi4ixvf4npuqtarxoap2m4 34 10 regarding regard VBG work_m4vkvi4ixvf4npuqtarxoap2m4 34 11 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 34 12 emergence emergence NN work_m4vkvi4ixvf4npuqtarxoap2m4 34 13 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 34 14 clusters cluster NNS work_m4vkvi4ixvf4npuqtarxoap2m4 34 15 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 34 16 certain certain JJ work_m4vkvi4ixvf4npuqtarxoap2m4 34 17 levels level NNS work_m4vkvi4ixvf4npuqtarxoap2m4 34 18 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 34 19 dichot- dichot- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 34 20 omization omization NN work_m4vkvi4ixvf4npuqtarxoap2m4 34 21 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 35 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 35 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 35 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 35 4 consider consider VB work_m4vkvi4ixvf4npuqtarxoap2m4 35 5 Davis Davis NNP work_m4vkvi4ixvf4npuqtarxoap2m4 35 6 et et FW work_m4vkvi4ixvf4npuqtarxoap2m4 35 7 al al NNP work_m4vkvi4ixvf4npuqtarxoap2m4 35 8 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 35 9 ’s ’s '' work_m4vkvi4ixvf4npuqtarxoap2m4 35 10 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 35 11 1941 1941 CD work_m4vkvi4ixvf4npuqtarxoap2m4 35 12 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 35 13 women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 35 14 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 35 15 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 35 16 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 35 17 events event NNS work_m4vkvi4ixvf4npuqtarxoap2m4 35 18 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 35 19 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 35 20 often often RB work_m4vkvi4ixvf4npuqtarxoap2m4 35 21 referred refer VBN work_m4vkvi4ixvf4npuqtarxoap2m4 35 22 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 35 23 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 35 24 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 35 25 Davis Davis NNP work_m4vkvi4ixvf4npuqtarxoap2m4 35 26 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 35 27 set set NN work_m4vkvi4ixvf4npuqtarxoap2m4 35 28 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 35 29 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 35 30 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 35 31 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 35 32 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 35 33 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 36 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 36 2 construct construct VBP work_m4vkvi4ixvf4npuqtarxoap2m4 36 3 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 36 4 1-mode 1-mode CD work_m4vkvi4ixvf4npuqtarxoap2m4 36 5 women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 36 6 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 36 7 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 36 8 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 36 9 women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 36 10 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 36 11 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 36 12 multiplying multiply VBG work_m4vkvi4ixvf4npuqtarxoap2m4 36 13 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 36 14 original original NN work_m4vkvi4ixvf4npuqtarxoap2m4 36 15 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 36 16 its -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 36 17 transpose transpose NN work_m4vkvi4ixvf4npuqtarxoap2m4 36 18 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 37 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 37 2 result result NN work_m4vkvi4ixvf4npuqtarxoap2m4 37 3 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 37 4 shown show VBN work_m4vkvi4ixvf4npuqtarxoap2m4 37 5 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 37 6 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 37 7 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 37 8 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 38 1 If if IN work_m4vkvi4ixvf4npuqtarxoap2m4 38 2 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 38 3 dichotomize dichotomize VBP work_m4vkvi4ixvf4npuqtarxoap2m4 38 4 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 38 5 > > NNP work_m4vkvi4ixvf4npuqtarxoap2m4 38 6 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 38 7 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 38 8 visualize visualize VB work_m4vkvi4ixvf4npuqtarxoap2m4 38 9 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 38 10 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 38 11 get get VBP work_m4vkvi4ixvf4npuqtarxoap2m4 38 12 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 38 13 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 38 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 39 1 If if IN work_m4vkvi4ixvf4npuqtarxoap2m4 39 2 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 39 3 dichotomize dichotomize VBP work_m4vkvi4ixvf4npuqtarxoap2m4 39 4 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 39 5 > > NN work_m4vkvi4ixvf4npuqtarxoap2m4 39 6 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 39 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 39 8 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 39 9 get get VBP work_m4vkvi4ixvf4npuqtarxoap2m4 39 10 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 39 11 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 39 12 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 40 1 And and CC work_m4vkvi4ixvf4npuqtarxoap2m4 40 2 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 40 3 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 40 4 dichotomize dichotomize VBP work_m4vkvi4ixvf4npuqtarxoap2m4 40 5 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 40 6 > > NN work_m4vkvi4ixvf4npuqtarxoap2m4 40 7 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 40 8 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 40 9 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 40 10 get get VBP work_m4vkvi4ixvf4npuqtarxoap2m4 40 11 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 40 12 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 40 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 41 1 Thus thus RB work_m4vkvi4ixvf4npuqtarxoap2m4 41 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 41 3 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 41 4 successive successive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 41 5 dichotomizations dichotomization NNS work_m4vkvi4ixvf4npuqtarxoap2m4 41 6 reveal reveal VBP work_m4vkvi4ixvf4npuqtarxoap2m4 41 7 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 41 8 2-group 2-group CD work_m4vkvi4ixvf4npuqtarxoap2m4 41 9 structure structure NN work_m4vkvi4ixvf4npuqtarxoap2m4 41 10 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 41 11 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 41 12 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 41 13 illuminating2 illuminating2 NN work_m4vkvi4ixvf4npuqtarxoap2m4 41 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 42 1 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 42 2 oth- oth- IN work_m4vkvi4ixvf4npuqtarxoap2m4 42 3 er er UH work_m4vkvi4ixvf4npuqtarxoap2m4 42 4 networks network NNS work_m4vkvi4ixvf4npuqtarxoap2m4 42 5 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 42 6 successive successive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 42 7 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 42 8 confirms confirm VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 42 9 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 42 10 core core NN work_m4vkvi4ixvf4npuqtarxoap2m4 42 11 / / SYM work_m4vkvi4ixvf4npuqtarxoap2m4 42 12 periphery periphery NN work_m4vkvi4ixvf4npuqtarxoap2m4 42 13 structure structure NN work_m4vkvi4ixvf4npuqtarxoap2m4 42 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 43 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 43 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 43 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 43 4 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 43 5 BKFRAT BKFRAT NNP work_m4vkvi4ixvf4npuqtarxoap2m4 43 6 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 43 7 set set NN work_m4vkvi4ixvf4npuqtarxoap2m4 43 8 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 43 9 Bernard Bernard NNP work_m4vkvi4ixvf4npuqtarxoap2m4 43 10 et et NNP work_m4vkvi4ixvf4npuqtarxoap2m4 43 11 al al NNP work_m4vkvi4ixvf4npuqtarxoap2m4 43 12 . . NNP work_m4vkvi4ixvf4npuqtarxoap2m4 43 13 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 43 14 1980 1980 CD work_m4vkvi4ixvf4npuqtarxoap2m4 43 15 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 43 16 gives give VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 43 17 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 43 18 number number NN work_m4vkvi4ixvf4npuqtarxoap2m4 43 19 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 43 20 times time NNS work_m4vkvi4ixvf4npuqtarxoap2m4 43 21 each each DT work_m4vkvi4ixvf4npuqtarxoap2m4 43 22 pair pair NN work_m4vkvi4ixvf4npuqtarxoap2m4 43 23 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 43 24 actors actor NNS work_m4vkvi4ixvf4npuqtarxoap2m4 43 25 was be VBD work_m4vkvi4ixvf4npuqtarxoap2m4 43 26 seen see VBN work_m4vkvi4ixvf4npuqtarxoap2m4 43 27 interacting interact VBG work_m4vkvi4ixvf4npuqtarxoap2m4 43 28 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 43 29 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 43 30 observer observer NN work_m4vkvi4ixvf4npuqtarxoap2m4 43 31 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 44 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 44 2 values value NNS work_m4vkvi4ixvf4npuqtarxoap2m4 44 3 range range VBP work_m4vkvi4ixvf4npuqtarxoap2m4 44 4 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 44 5 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 44 6 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 44 7 51 51 CD work_m4vkvi4ixvf4npuqtarxoap2m4 44 8 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 45 1 If if IN work_m4vkvi4ixvf4npuqtarxoap2m4 45 2 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 45 3 dichot- dichot- VBD work_m4vkvi4ixvf4npuqtarxoap2m4 45 4 omize omize NN work_m4vkvi4ixvf4npuqtarxoap2m4 45 5 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 45 6 > > NNP work_m4vkvi4ixvf4npuqtarxoap2m4 45 7 0 0 NFP work_m4vkvi4ixvf4npuqtarxoap2m4 45 8 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 45 9 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 45 10 get get VBP work_m4vkvi4ixvf4npuqtarxoap2m4 45 11 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 45 12 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 45 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 46 1 If if IN work_m4vkvi4ixvf4npuqtarxoap2m4 46 2 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 46 3 dichotomize dichotomize VBP work_m4vkvi4ixvf4npuqtarxoap2m4 46 4 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 46 5 > > NN work_m4vkvi4ixvf4npuqtarxoap2m4 46 6 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 46 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 46 8 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 46 9 get get VBP work_m4vkvi4ixvf4npuqtarxoap2m4 46 10 Figure Figure NNP work_m4vkvi4ixvf4npuqtarxoap2m4 46 11 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 46 12 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 47 1 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 47 2 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 47 3 > > NN work_m4vkvi4ixvf4npuqtarxoap2m4 47 4 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 47 5 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 47 6 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 47 7 get get VBP work_m4vkvi4ixvf4npuqtarxoap2m4 47 8 Figure Figure NNP work_m4vkvi4ixvf4npuqtarxoap2m4 47 9 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 47 10 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 48 1 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 48 2 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 48 3 > > XX work_m4vkvi4ixvf4npuqtarxoap2m4 48 4 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 48 5 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 48 6 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 48 7 get get VBP work_m4vkvi4ixvf4npuqtarxoap2m4 48 8 Figure Figure NNP work_m4vkvi4ixvf4npuqtarxoap2m4 48 9 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 48 10 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 49 1 And and CC work_m4vkvi4ixvf4npuqtarxoap2m4 49 2 so so RB work_m4vkvi4ixvf4npuqtarxoap2m4 49 3 on on RB work_m4vkvi4ixvf4npuqtarxoap2m4 49 4 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 50 1 Core core JJ work_m4vkvi4ixvf4npuqtarxoap2m4 50 2 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 50 3 periphery periphery NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 4 structures structure NNS work_m4vkvi4ixvf4npuqtarxoap2m4 50 5 have have VBP work_m4vkvi4ixvf4npuqtarxoap2m4 50 6 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 50 7 kind kind NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 8 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 50 9 self self NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 10 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 50 11 similarity similarity NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 12 property property NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 13 where where WRB work_m4vkvi4ixvf4npuqtarxoap2m4 50 14 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 50 15 main main JJ work_m4vkvi4ixvf4npuqtarxoap2m4 50 16 component component NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 17 always always RB work_m4vkvi4ixvf4npuqtarxoap2m4 50 18 looks look VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 50 19 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 50 20 same same JJ work_m4vkvi4ixvf4npuqtarxoap2m4 50 21 regardless regardless NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 22 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 50 23 what what WDT work_m4vkvi4ixvf4npuqtarxoap2m4 50 24 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 25 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 50 26 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 50 27 produced produce VBD work_m4vkvi4ixvf4npuqtarxoap2m4 50 28 it -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 50 29 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 51 1 Step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 51 2 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 51 3 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 51 4 three three CD work_m4vkvi4ixvf4npuqtarxoap2m4 51 5 approaches approach NNS work_m4vkvi4ixvf4npuqtarxoap2m4 51 6 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 51 7 Now now RB work_m4vkvi4ixvf4npuqtarxoap2m4 51 8 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 51 9 successive successive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 51 10 dichotomizations dichotomization NNS work_m4vkvi4ixvf4npuqtarxoap2m4 51 11 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 51 12 informative informative JJ work_m4vkvi4ixvf4npuqtarxoap2m4 51 13 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 51 14 but but CC work_m4vkvi4ixvf4npuqtarxoap2m4 51 15 our -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 51 16 original original JJ work_m4vkvi4ixvf4npuqtarxoap2m4 51 17 question question NN work_m4vkvi4ixvf4npuqtarxoap2m4 51 18 was be VBD work_m4vkvi4ixvf4npuqtarxoap2m4 51 19 about about IN work_m4vkvi4ixvf4npuqtarxoap2m4 51 20 choosing choose VBG work_m4vkvi4ixvf4npuqtarxoap2m4 51 21 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 51 22 sin- sin- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 51 23 gle gle JJ work_m4vkvi4ixvf4npuqtarxoap2m4 51 24 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 51 25 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 51 26 would would MD work_m4vkvi4ixvf4npuqtarxoap2m4 51 27 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 51 28 used use VBN work_m4vkvi4ixvf4npuqtarxoap2m4 51 29 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 51 30 all all DT work_m4vkvi4ixvf4npuqtarxoap2m4 51 31 further further JJ work_m4vkvi4ixvf4npuqtarxoap2m4 51 32 analyses analysis NNS work_m4vkvi4ixvf4npuqtarxoap2m4 51 33 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 51 34 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 51 35 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 51 36 where where WRB work_m4vkvi4ixvf4npuqtarxoap2m4 51 37 step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 51 38 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 51 39 becomes become VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 51 40 important important JJ work_m4vkvi4ixvf4npuqtarxoap2m4 51 41 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 52 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 52 2 step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 52 3 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 52 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 52 5 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 52 6 present present VBP work_m4vkvi4ixvf4npuqtarxoap2m4 52 7 three three CD work_m4vkvi4ixvf4npuqtarxoap2m4 52 8 potential potential JJ work_m4vkvi4ixvf4npuqtarxoap2m4 52 9 approaches approach NNS work_m4vkvi4ixvf4npuqtarxoap2m4 52 10 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 53 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 53 2 first first JJ work_m4vkvi4ixvf4npuqtarxoap2m4 53 3 will will MD work_m4vkvi4ixvf4npuqtarxoap2m4 53 4 horrify horrify VB work_m4vkvi4ixvf4npuqtarxoap2m4 53 5 some some DT work_m4vkvi4ixvf4npuqtarxoap2m4 53 6 people people NNS work_m4vkvi4ixvf4npuqtarxoap2m4 53 7 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 54 1 This this DT work_m4vkvi4ixvf4npuqtarxoap2m4 54 2 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 54 3 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 54 4 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 54 5 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 54 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 54 7 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 54 8 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 54 9 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 54 10 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 54 11 maximizes maximize VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 54 12 your -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 54 13 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 54 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 55 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 55 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 55 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 55 4 suppose suppose VBP work_m4vkvi4ixvf4npuqtarxoap2m4 55 5 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 55 6 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 55 7 predicting predict VBG work_m4vkvi4ixvf4npuqtarxoap2m4 55 8 managers manager NNS work_m4vkvi4ixvf4npuqtarxoap2m4 55 9 ’ ’ POS work_m4vkvi4ixvf4npuqtarxoap2m4 55 10 performance performance NN work_m4vkvi4ixvf4npuqtarxoap2m4 55 11 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 55 12 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 55 13 function function NN work_m4vkvi4ixvf4npuqtarxoap2m4 55 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 55 15 between- between- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 55 16 ness ness NN work_m4vkvi4ixvf4npuqtarxoap2m4 55 17 centrality centrality NN work_m4vkvi4ixvf4npuqtarxoap2m4 55 18 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 56 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 56 2 each each DT work_m4vkvi4ixvf4npuqtarxoap2m4 56 3 possible possible JJ work_m4vkvi4ixvf4npuqtarxoap2m4 56 4 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 56 5 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 56 6 dichoto- dichoto- NNS work_m4vkvi4ixvf4npuqtarxoap2m4 56 7 mization mization NN work_m4vkvi4ixvf4npuqtarxoap2m4 56 8 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 56 9 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 56 10 measure measure VBP work_m4vkvi4ixvf4npuqtarxoap2m4 56 11 betweenness betweenness JJ work_m4vkvi4ixvf4npuqtarxoap2m4 56 12 centrality centrality NN work_m4vkvi4ixvf4npuqtarxoap2m4 56 13 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 56 14 regress regress NN work_m4vkvi4ixvf4npuqtarxoap2m4 56 15 performance performance NN work_m4vkvi4ixvf4npuqtarxoap2m4 56 16 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 56 17 betweenness betweenness JJ work_m4vkvi4ixvf4npuqtarxoap2m4 56 18 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 56 19 along along IN work_m4vkvi4ixvf4npuqtarxoap2m4 56 20 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 56 21 any any DT work_m4vkvi4ixvf4npuqtarxoap2m4 56 22 control control NN work_m4vkvi4ixvf4npuqtarxoap2m4 56 23 variables variable NNS work_m4vkvi4ixvf4npuqtarxoap2m4 56 24 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 57 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 57 2 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 57 3 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 57 4 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 57 5 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 57 6 yields yield VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 57 7 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 57 8 highest high JJS work_m4vkvi4ixvf4npuqtarxoap2m4 57 9 r2 r2 NN work_m4vkvi4ixvf4npuqtarxoap2m4 57 10 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 57 11 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 57 12 one one NN work_m4vkvi4ixvf4npuqtarxoap2m4 57 13 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 57 14 choose choose VBP work_m4vkvi4ixvf4npuqtarxoap2m4 57 15 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 58 1 As as IN work_m4vkvi4ixvf4npuqtarxoap2m4 58 2 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 58 3 said say VBD work_m4vkvi4ixvf4npuqtarxoap2m4 58 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 58 5 some some DT work_m4vkvi4ixvf4npuqtarxoap2m4 58 6 people people NNS work_m4vkvi4ixvf4npuqtarxoap2m4 58 7 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 58 8 scientists scientist NNS work_m4vkvi4ixvf4npuqtarxoap2m4 58 9 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 58 10 statisticians statistician NNS work_m4vkvi4ixvf4npuqtarxoap2m4 58 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 58 12 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 58 13 people people NNS work_m4vkvi4ixvf4npuqtarxoap2m4 58 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 58 15 good good JJ work_m4vkvi4ixvf4npuqtarxoap2m4 58 16 character character NN work_m4vkvi4ixvf4npuqtarxoap2m4 58 17 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 58 18 will will MD work_m4vkvi4ixvf4npuqtarxoap2m4 58 19 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 58 20 horrified3 horrified3 VBN work_m4vkvi4ixvf4npuqtarxoap2m4 58 21 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 59 1 There there EX work_m4vkvi4ixvf4npuqtarxoap2m4 59 2 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 59 3 definitely definitely RB work_m4vkvi4ixvf4npuqtarxoap2m4 59 4 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 59 5 danger danger NN work_m4vkvi4ixvf4npuqtarxoap2m4 59 6 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 59 7 overfitting overfitte VBG work_m4vkvi4ixvf4npuqtarxoap2m4 59 8 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 60 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 60 2 predictions prediction NNS work_m4vkvi4ixvf4npuqtarxoap2m4 60 3 work work VBP work_m4vkvi4ixvf4npuqtarxoap2m4 60 4 really really RB work_m4vkvi4ixvf4npuqtarxoap2m4 60 5 well well RB work_m4vkvi4ixvf4npuqtarxoap2m4 60 6 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 60 7 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 60 8 one one CD work_m4vkvi4ixvf4npuqtarxoap2m4 60 9 data data NN work_m4vkvi4ixvf4npuqtarxoap2m4 60 10 set set NN work_m4vkvi4ixvf4npuqtarxoap2m4 60 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 60 12 but but CC work_m4vkvi4ixvf4npuqtarxoap2m4 60 13 perhaps perhaps RB work_m4vkvi4ixvf4npuqtarxoap2m4 60 14 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 60 15 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 60 16 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 60 17 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 60 18 DGG dgg NN work_m4vkvi4ixvf4npuqtarxoap2m4 60 19 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 60 20 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 60 21 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 60 22 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 60 23 dichotomized dichotomize VBD work_m4vkvi4ixvf4npuqtarxoap2m4 60 24 above above IN work_m4vkvi4ixvf4npuqtarxoap2m4 60 25 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 60 26 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 61 1 2However 2however CD work_m4vkvi4ixvf4npuqtarxoap2m4 61 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 61 3 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 61 4 should should MD work_m4vkvi4ixvf4npuqtarxoap2m4 61 5 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 61 6 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 61 7 taken take VBN work_m4vkvi4ixvf4npuqtarxoap2m4 61 8 as as RB work_m4vkvi4ixvf4npuqtarxoap2m4 61 9 definitive definitive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 61 10 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 62 1 Various various JJ work_m4vkvi4ixvf4npuqtarxoap2m4 62 2 normalizations normalization NNS work_m4vkvi4ixvf4npuqtarxoap2m4 62 3 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 62 4 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 62 5 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 62 6 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 62 7 as as RB work_m4vkvi4ixvf4npuqtarxoap2m4 62 8 well well RB work_m4vkvi4ixvf4npuqtarxoap2m4 62 9 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 62 10 bipartite bipartite NNP work_m4vkvi4ixvf4npuqtarxoap2m4 62 11 representa- representa- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 62 12 tions tion NNS work_m4vkvi4ixvf4npuqtarxoap2m4 62 13 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 62 14 tend tend VBP work_m4vkvi4ixvf4npuqtarxoap2m4 62 15 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 62 16 show show VB work_m4vkvi4ixvf4npuqtarxoap2m4 62 17 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 62 18 third third RB work_m4vkvi4ixvf4npuqtarxoap2m4 62 19 smaller small JJR work_m4vkvi4ixvf4npuqtarxoap2m4 62 20 subgroup subgroup NN work_m4vkvi4ixvf4npuqtarxoap2m4 62 21 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 63 1 See see VB work_m4vkvi4ixvf4npuqtarxoap2m4 63 2 Freeman Freeman NNP work_m4vkvi4ixvf4npuqtarxoap2m4 63 3 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 63 4 2003 2003 CD work_m4vkvi4ixvf4npuqtarxoap2m4 63 5 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 63 6 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 63 7 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 63 8 related related JJ work_m4vkvi4ixvf4npuqtarxoap2m4 63 9 discussion discussion NN work_m4vkvi4ixvf4npuqtarxoap2m4 63 10 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 64 1 3On 3on CD work_m4vkvi4ixvf4npuqtarxoap2m4 64 2 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 64 3 other other JJ work_m4vkvi4ixvf4npuqtarxoap2m4 64 4 hand hand NN work_m4vkvi4ixvf4npuqtarxoap2m4 64 5 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 64 6 these these DT work_m4vkvi4ixvf4npuqtarxoap2m4 64 7 same same JJ work_m4vkvi4ixvf4npuqtarxoap2m4 64 8 people people NNS work_m4vkvi4ixvf4npuqtarxoap2m4 64 9 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 64 10 happy happy JJ work_m4vkvi4ixvf4npuqtarxoap2m4 64 11 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 64 12 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 64 13 regression regression NN work_m4vkvi4ixvf4npuqtarxoap2m4 64 14 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 64 15 find find VB work_m4vkvi4ixvf4npuqtarxoap2m4 64 16 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 64 17 optimal optimal JJ work_m4vkvi4ixvf4npuqtarxoap2m4 64 18 coefficients coefficient NNS work_m4vkvi4ixvf4npuqtarxoap2m4 64 19 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 64 20 show show VB work_m4vkvi4ixvf4npuqtarxoap2m4 64 21 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 64 22 rela- rela- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 64 23 tionship tionship NN work_m4vkvi4ixvf4npuqtarxoap2m4 64 24 between between IN work_m4vkvi4ixvf4npuqtarxoap2m4 64 25 their -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 64 26 explanatory explanatory JJ work_m4vkvi4ixvf4npuqtarxoap2m4 64 27 variable variable NN work_m4vkvi4ixvf4npuqtarxoap2m4 64 28 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 64 29 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 64 30 depend- depend- FW work_m4vkvi4ixvf4npuqtarxoap2m4 64 31 ent ent NN work_m4vkvi4ixvf4npuqtarxoap2m4 64 32 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 65 1 Perhaps perhaps RB work_m4vkvi4ixvf4npuqtarxoap2m4 65 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 65 3 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 65 4 should should MD work_m4vkvi4ixvf4npuqtarxoap2m4 65 5 ask ask VB work_m4vkvi4ixvf4npuqtarxoap2m4 65 6 them -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 65 7 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 65 8 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 65 9 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 65 10 coeffi- coeffi- NN work_m4vkvi4ixvf4npuqtarxoap2m4 65 11 cients cient NNS work_m4vkvi4ixvf4npuqtarxoap2m4 65 12 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 65 13 priori priori NN work_m4vkvi4ixvf4npuqtarxoap2m4 65 14 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 65 15 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 65 16 basis basis NN work_m4vkvi4ixvf4npuqtarxoap2m4 65 17 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 65 18 strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 65 19 theory theory NN work_m4vkvi4ixvf4npuqtarxoap2m4 65 20 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 66 1 4Of 4of CD work_m4vkvi4ixvf4npuqtarxoap2m4 66 2 course course NN work_m4vkvi4ixvf4npuqtarxoap2m4 66 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 66 4 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 66 5 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 66 6 have have VBP work_m4vkvi4ixvf4npuqtarxoap2m4 66 7 these these DT work_m4vkvi4ixvf4npuqtarxoap2m4 66 8 other other JJ work_m4vkvi4ixvf4npuqtarxoap2m4 66 9 datasets dataset NNS work_m4vkvi4ixvf4npuqtarxoap2m4 66 10 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 66 11 hand hand NN work_m4vkvi4ixvf4npuqtarxoap2m4 66 12 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 66 13 then then RB work_m4vkvi4ixvf4npuqtarxoap2m4 66 14 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 66 15 could could MD work_m4vkvi4ixvf4npuqtarxoap2m4 66 16 pick pick VB work_m4vkvi4ixvf4npuqtarxoap2m4 66 17 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 66 18 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 66 19 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 66 20 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 66 21 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 66 22 yields yield VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 66 23 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 66 24 highest high JJS work_m4vkvi4ixvf4npuqtarxoap2m4 66 25 average average NN work_m4vkvi4ixvf4npuqtarxoap2m4 66 26 r2 r2 NN work_m4vkvi4ixvf4npuqtarxoap2m4 66 27 across across IN work_m4vkvi4ixvf4npuqtarxoap2m4 66 28 all all DT work_m4vkvi4ixvf4npuqtarxoap2m4 66 29 datasets dataset NNS work_m4vkvi4ixvf4npuqtarxoap2m4 66 30 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 67 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 67 2 same same JJ work_m4vkvi4ixvf4npuqtarxoap2m4 67 3 applies apply VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 67 4 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 67 5 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 67 6 have have VBP work_m4vkvi4ixvf4npuqtarxoap2m4 67 7 multiple multiple JJ work_m4vkvi4ixvf4npuqtarxoap2m4 67 8 DVs dv NNS work_m4vkvi4ixvf4npuqtarxoap2m4 67 9 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 67 10 IVs iv NNS work_m4vkvi4ixvf4npuqtarxoap2m4 67 11 – – : work_m4vkvi4ixvf4npuqtarxoap2m4 67 12 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 67 13 pick pick VBP work_m4vkvi4ixvf4npuqtarxoap2m4 67 14 that that DT work_m4vkvi4ixvf4npuqtarxoap2m4 67 15 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 67 16 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 67 17 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 67 18 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 67 19 gives give VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 67 20 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 67 21 best good JJS work_m4vkvi4ixvf4npuqtarxoap2m4 67 22 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 67 23 across across IN work_m4vkvi4ixvf4npuqtarxoap2m4 67 24 all all DT work_m4vkvi4ixvf4npuqtarxoap2m4 67 25 data- data- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 67 26 sets set NNS work_m4vkvi4ixvf4npuqtarxoap2m4 67 27 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 67 28 DVs DVs NNP work_m4vkvi4ixvf4npuqtarxoap2m4 67 29 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 67 30 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 67 31 IVs IVs NNP work_m4vkvi4ixvf4npuqtarxoap2m4 67 32 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 68 1 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 68 2 Techniques technique NNS work_m4vkvi4ixvf4npuqtarxoap2m4 68 3 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 68 4 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 68 5 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 68 6 Network Network NNP work_m4vkvi4ixvf4npuqtarxoap2m4 68 7 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 68 8 others other NNS work_m4vkvi4ixvf4npuqtarxoap2m4 68 9 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 68 10 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 68 11 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 69 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 69 2 other other JJ work_m4vkvi4ixvf4npuqtarxoap2m4 69 3 issue issue NN work_m4vkvi4ixvf4npuqtarxoap2m4 69 4 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 69 5 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 69 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 69 7 particular particular JJ work_m4vkvi4ixvf4npuqtarxoap2m4 69 8 di- di- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 69 9 chotomization chotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 69 10 value value NN work_m4vkvi4ixvf4npuqtarxoap2m4 69 11 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 69 12 scores score NNS work_m4vkvi4ixvf4npuqtarxoap2m4 69 13 highest high JJS work_m4vkvi4ixvf4npuqtarxoap2m4 69 14 may may MD work_m4vkvi4ixvf4npuqtarxoap2m4 69 15 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 69 16 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 69 17 odd odd JJ work_m4vkvi4ixvf4npuqtarxoap2m4 69 18 value value NN work_m4vkvi4ixvf4npuqtarxoap2m4 69 19 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 69 20 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 69 21 can can MD work_m4vkvi4ixvf4npuqtarxoap2m4 69 22 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 69 23 explain explain VB work_m4vkvi4ixvf4npuqtarxoap2m4 69 24 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 70 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 70 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 70 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 70 4 sup- sup- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 70 5 pose pose NN work_m4vkvi4ixvf4npuqtarxoap2m4 70 6 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 70 7 carry carry VBP work_m4vkvi4ixvf4npuqtarxoap2m4 70 8 out out RP work_m4vkvi4ixvf4npuqtarxoap2m4 70 9 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 70 10 procedure procedure NN work_m4vkvi4ixvf4npuqtarxoap2m4 70 11 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 70 12 get get VB work_m4vkvi4ixvf4npuqtarxoap2m4 70 13 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 70 14 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 70 15 shown show VBN work_m4vkvi4ixvf4npuqtarxoap2m4 70 16 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 70 17 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 70 18 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 70 19 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 71 1 Clearly clearly RB work_m4vkvi4ixvf4npuqtarxoap2m4 71 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 71 3 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 71 4 would would MD work_m4vkvi4ixvf4npuqtarxoap2m4 71 5 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 71 6 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 71 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 71 8 but but CC work_m4vkvi4ixvf4npuqtarxoap2m4 71 9 how how WRB work_m4vkvi4ixvf4npuqtarxoap2m4 71 10 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 71 11 make make VB work_m4vkvi4ixvf4npuqtarxoap2m4 71 12 sense sense NN work_m4vkvi4ixvf4npuqtarxoap2m4 71 13 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 71 14 these these DT work_m4vkvi4ixvf4npuqtarxoap2m4 71 15 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 71 16 ? ? . work_m4vkvi4ixvf4npuqtarxoap2m4 72 1 They -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 72 2 rise rise VBP work_m4vkvi4ixvf4npuqtarxoap2m4 72 3 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 72 4 fall fall VBP work_m4vkvi4ixvf4npuqtarxoap2m4 72 5 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 72 6 no no DT work_m4vkvi4ixvf4npuqtarxoap2m4 72 7 rhyme rhyme NNS work_m4vkvi4ixvf4npuqtarxoap2m4 72 8 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 72 9 reason reason NN work_m4vkvi4ixvf4npuqtarxoap2m4 72 10 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 73 1 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 73 2 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 73 3 case case NN work_m4vkvi4ixvf4npuqtarxoap2m4 73 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 73 5 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 73 6 would would MD work_m4vkvi4ixvf4npuqtarxoap2m4 73 7 strongly strongly RB work_m4vkvi4ixvf4npuqtarxoap2m4 73 8 advise advise VB work_m4vkvi4ixvf4npuqtarxoap2m4 73 9 against against IN work_m4vkvi4ixvf4npuqtarxoap2m4 73 10 taking take VBG work_m4vkvi4ixvf4npuqtarxoap2m4 73 11 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 73 12 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 73 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 74 1 On on IN work_m4vkvi4ixvf4npuqtarxoap2m4 74 2 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 74 3 other other JJ work_m4vkvi4ixvf4npuqtarxoap2m4 74 4 hand hand NN work_m4vkvi4ixvf4npuqtarxoap2m4 74 5 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 74 6 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 74 7 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 74 8 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 74 9 were be VBD work_m4vkvi4ixvf4npuqtarxoap2m4 74 10 something something NN work_m4vkvi4ixvf4npuqtarxoap2m4 74 11 like like IN work_m4vkvi4ixvf4npuqtarxoap2m4 74 12 those those DT work_m4vkvi4ixvf4npuqtarxoap2m4 74 13 presented present VBN work_m4vkvi4ixvf4npuqtarxoap2m4 74 14 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 74 15 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 74 16 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 74 17 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 74 18 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 74 19 would would MD work_m4vkvi4ixvf4npuqtarxoap2m4 74 20 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 74 21 comforted comfort VBN work_m4vkvi4ixvf4npuqtarxoap2m4 74 22 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 74 23 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 74 24 underlying underlying JJ work_m4vkvi4ixvf4npuqtarxoap2m4 74 25 regular- regular- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 74 26 ity ity NN work_m4vkvi4ixvf4npuqtarxoap2m4 74 27 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 74 28 feel feel VB work_m4vkvi4ixvf4npuqtarxoap2m4 74 29 good good JJ work_m4vkvi4ixvf4npuqtarxoap2m4 74 30 about about IN work_m4vkvi4ixvf4npuqtarxoap2m4 74 31 choosing choose VBG work_m4vkvi4ixvf4npuqtarxoap2m4 74 32 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 74 33 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 74 34 even even RB work_m4vkvi4ixvf4npuqtarxoap2m4 74 35 though though IN work_m4vkvi4ixvf4npuqtarxoap2m4 74 36 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 74 37 might may MD work_m4vkvi4ixvf4npuqtarxoap2m4 74 38 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 74 39 hard hard RB work_m4vkvi4ixvf4npuqtarxoap2m4 74 40 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 74 41 pressed press VBN work_m4vkvi4ixvf4npuqtarxoap2m4 74 42 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 74 43 explain explain VB work_m4vkvi4ixvf4npuqtarxoap2m4 74 44 why why WRB work_m4vkvi4ixvf4npuqtarxoap2m4 74 45 medium medium JJ work_m4vkvi4ixvf4npuqtarxoap2m4 74 46 density density NN work_m4vkvi4ixvf4npuqtarxoap2m4 74 47 worked work VBD work_m4vkvi4ixvf4npuqtarxoap2m4 74 48 best well RBS work_m4vkvi4ixvf4npuqtarxoap2m4 74 49 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 75 1 A a DT work_m4vkvi4ixvf4npuqtarxoap2m4 75 2 slightly slightly RB work_m4vkvi4ixvf4npuqtarxoap2m4 75 3 less less RBR work_m4vkvi4ixvf4npuqtarxoap2m4 75 4 controversial controversial JJ work_m4vkvi4ixvf4npuqtarxoap2m4 75 5 version version NN work_m4vkvi4ixvf4npuqtarxoap2m4 75 6 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 75 7 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 75 8 ap- ap- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 75 9 proach proach NN work_m4vkvi4ixvf4npuqtarxoap2m4 75 10 might may MD work_m4vkvi4ixvf4npuqtarxoap2m4 75 11 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 75 12 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 75 13 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 75 14 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 75 15 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 75 16 version version NN work_m4vkvi4ixvf4npuqtarxoap2m4 75 17 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 75 18 your -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 75 19 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 75 20 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 75 21 maximizes maximize VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 75 22 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 75 23 repli- repli- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 75 24 cation cation NNP work_m4vkvi4ixvf4npuqtarxoap2m4 75 25 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 75 26 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 75 27 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 75 28 past past JJ work_m4vkvi4ixvf4npuqtarxoap2m4 75 29 studies study NNS work_m4vkvi4ixvf4npuqtarxoap2m4 75 30 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 76 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 76 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 76 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 76 4 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 76 5 know know VBP work_m4vkvi4ixvf4npuqtarxoap2m4 76 6 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 76 7 past past JJ work_m4vkvi4ixvf4npuqtarxoap2m4 76 8 studies study NNS work_m4vkvi4ixvf4npuqtarxoap2m4 76 9 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 76 10 actors actor NNS work_m4vkvi4ixvf4npuqtarxoap2m4 76 11 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 76 12 higher high JJR work_m4vkvi4ixvf4npuqtarxoap2m4 76 13 levels level NNS work_m4vkvi4ixvf4npuqtarxoap2m4 76 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 76 15 self self NN work_m4vkvi4ixvf4npuqtarxoap2m4 76 16 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 76 17 monitoring monitoring NN work_m4vkvi4ixvf4npuqtarxoap2m4 76 18 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 76 19 more more RBR work_m4vkvi4ixvf4npuqtarxoap2m4 76 20 likely likely JJ work_m4vkvi4ixvf4npuqtarxoap2m4 76 21 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 76 22 receive receive VB work_m4vkvi4ixvf4npuqtarxoap2m4 76 23 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 76 24 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 76 25 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 76 26 BKS BKS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 76 27 FRATERNITY FRATERNITY NNP work_m4vkvi4ixvf4npuqtarxoap2m4 76 28 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 76 29 dichotomized dichotomize VBD work_m4vkvi4ixvf4npuqtarxoap2m4 76 30 above above IN work_m4vkvi4ixvf4npuqtarxoap2m4 76 31 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 76 32 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 77 1 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 77 2 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 77 3 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 77 4 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 77 5 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 77 6 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 77 7 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 77 8 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 77 9 dichotomized dichotomize VBD work_m4vkvi4ixvf4npuqtarxoap2m4 77 10 above above IN work_m4vkvi4ixvf4npuqtarxoap2m4 77 11 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 77 12 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 78 1 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 78 2 CONNECTIONS CONNECTIONS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 78 3 more more JJR work_m4vkvi4ixvf4npuqtarxoap2m4 78 4 friendship friendship NN work_m4vkvi4ixvf4npuqtarxoap2m4 78 5 nominations nomination NNS work_m4vkvi4ixvf4npuqtarxoap2m4 78 6 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 79 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 79 2 could could MD work_m4vkvi4ixvf4npuqtarxoap2m4 79 3 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 79 4 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 79 5 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 6 threshold threshold NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 7 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 79 8 maximizes maximize VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 79 9 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 79 10 relationship relationship NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 11 between between IN work_m4vkvi4ixvf4npuqtarxoap2m4 79 12 self self NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 13 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 79 14 monitoring monitor VBG work_m4vkvi4ixvf4npuqtarxoap2m4 79 15 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 79 16 new new JJ work_m4vkvi4ixvf4npuqtarxoap2m4 79 17 friendship friendship NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 18 nominations nomination NNS work_m4vkvi4ixvf4npuqtarxoap2m4 79 19 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 79 20 even even RB work_m4vkvi4ixvf4npuqtarxoap2m4 79 21 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 79 22 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 79 23 test test NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 24 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 79 25 our -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 79 26 hy- hy- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 79 27 pothesis pothesis NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 28 has have VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 79 29 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 79 30 do do VB work_m4vkvi4ixvf4npuqtarxoap2m4 79 31 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 79 32 betweenness betweenness JJ work_m4vkvi4ixvf4npuqtarxoap2m4 79 33 centrality centrality NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 34 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 79 35 performance performance NN work_m4vkvi4ixvf4npuqtarxoap2m4 79 36 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 80 1 That that DT work_m4vkvi4ixvf4npuqtarxoap2m4 80 2 was be VBD work_m4vkvi4ixvf4npuqtarxoap2m4 80 3 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 80 4 first first JJ work_m4vkvi4ixvf4npuqtarxoap2m4 80 5 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 80 6 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 81 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 81 2 second second JJ work_m4vkvi4ixvf4npuqtarxoap2m4 81 3 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 81 4 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 81 5 less less RBR work_m4vkvi4ixvf4npuqtarxoap2m4 81 6 controversial controversial JJ work_m4vkvi4ixvf4npuqtarxoap2m4 81 7 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 82 1 Dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 82 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 82 3 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 82 4 its -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 82 5 very very JJ work_m4vkvi4ixvf4npuqtarxoap2m4 82 6 nature nature NN work_m4vkvi4ixvf4npuqtarxoap2m4 82 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 82 8 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 82 9 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 82 10 distortion distortion NN work_m4vkvi4ixvf4npuqtarxoap2m4 82 11 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 82 12 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 82 13 data5 data5 NN work_m4vkvi4ixvf4npuqtarxoap2m4 82 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 83 1 Where where WRB work_m4vkvi4ixvf4npuqtarxoap2m4 83 2 once once IN work_m4vkvi4ixvf4npuqtarxoap2m4 83 3 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 83 4 had have VBD work_m4vkvi4ixvf4npuqtarxoap2m4 83 5 nuance nuance NN work_m4vkvi4ixvf4npuqtarxoap2m4 83 6 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 83 7 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 83 8 now now RB work_m4vkvi4ixvf4npuqtarxoap2m4 83 9 have have VBP work_m4vkvi4ixvf4npuqtarxoap2m4 83 10 just just RB work_m4vkvi4ixvf4npuqtarxoap2m4 83 11 ‘ ' `` work_m4vkvi4ixvf4npuqtarxoap2m4 83 12 has have VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 83 13 tie tie VB work_m4vkvi4ixvf4npuqtarxoap2m4 83 14 ’ ' '' work_m4vkvi4ixvf4npuqtarxoap2m4 83 15 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 83 16 ‘ ' `` work_m4vkvi4ixvf4npuqtarxoap2m4 83 17 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 83 18 tie tie VB work_m4vkvi4ixvf4npuqtarxoap2m4 83 19 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 83 20 ’ ' '' work_m4vkvi4ixvf4npuqtarxoap2m4 83 21 This this DT work_m4vkvi4ixvf4npuqtarxoap2m4 83 22 does do VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 83 23 violence violence NN work_m4vkvi4ixvf4npuqtarxoap2m4 83 24 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 83 25 your -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 83 26 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 83 27 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 84 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 84 2 question question NN work_m4vkvi4ixvf4npuqtarxoap2m4 84 3 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 84 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 84 5 how how WRB work_m4vkvi4ixvf4npuqtarxoap2m4 84 6 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 84 7 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 84 8 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 84 9 BKS BKS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 84 10 FRATERNITY FRATERNITY NNP work_m4vkvi4ixvf4npuqtarxoap2m4 84 11 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 84 12 dichotomized dichotomize VBD work_m4vkvi4ixvf4npuqtarxoap2m4 84 13 above above IN work_m4vkvi4ixvf4npuqtarxoap2m4 84 14 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 84 15 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 85 1 5Clearly 5Clearly NNP work_m4vkvi4ixvf4npuqtarxoap2m4 85 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 85 3 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 85 4 some some DT work_m4vkvi4ixvf4npuqtarxoap2m4 85 5 cases case NNS work_m4vkvi4ixvf4npuqtarxoap2m4 85 6 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 85 7 distorting distort VBG work_m4vkvi4ixvf4npuqtarxoap2m4 85 8 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 85 9 data data NN work_m4vkvi4ixvf4npuqtarxoap2m4 85 10 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 85 11 what what WP work_m4vkvi4ixvf4npuqtarxoap2m4 85 12 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 85 13 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 85 14 looking look VBG work_m4vkvi4ixvf4npuqtarxoap2m4 85 15 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 85 16 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 85 17 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 85 18 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 85 19 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 85 20 when when WRB work_m4vkvi4ixvf4npuqtarxoap2m4 85 21 distinguishing distinguish VBG work_m4vkvi4ixvf4npuqtarxoap2m4 85 22 between between IN work_m4vkvi4ixvf4npuqtarxoap2m4 85 23 neg- neg- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 85 24 ative ative JJ work_m4vkvi4ixvf4npuqtarxoap2m4 85 25 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 85 26 positive positive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 85 27 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 85 28 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 86 1 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 86 2 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 86 3 case case NN work_m4vkvi4ixvf4npuqtarxoap2m4 86 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 86 5 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 86 6 should should MD work_m4vkvi4ixvf4npuqtarxoap2m4 86 7 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 86 8 expect expect VB work_m4vkvi4ixvf4npuqtarxoap2m4 86 9 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 86 10 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 86 11 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 86 12 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 86 13 preserve preserve VB work_m4vkvi4ixvf4npuqtarxoap2m4 86 14 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 86 15 properties property NNS work_m4vkvi4ixvf4npuqtarxoap2m4 86 16 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 86 17 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 86 18 original original JJ work_m4vkvi4ixvf4npuqtarxoap2m4 86 19 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 86 20 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 86 21 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 86 22 should should MD work_m4vkvi4ixvf4npuqtarxoap2m4 86 23 either either CC work_m4vkvi4ixvf4npuqtarxoap2m4 86 24 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 86 25 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 86 26 theoretically theoretically RB work_m4vkvi4ixvf4npuqtarxoap2m4 86 27 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 86 28 literature literature NN work_m4vkvi4ixvf4npuqtarxoap2m4 86 29 driven drive VBN work_m4vkvi4ixvf4npuqtarxoap2m4 86 30 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 86 31 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 86 32 revert revert NN work_m4vkvi4ixvf4npuqtarxoap2m4 86 33 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 86 34 approach approach VB work_m4vkvi4ixvf4npuqtarxoap2m4 86 35 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 86 36 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 87 1 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 87 2 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 87 3 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 87 4 BKS BKS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 87 5 FRATERNITY FRATERNITY NNP work_m4vkvi4ixvf4npuqtarxoap2m4 87 6 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 87 7 dichotomized dichotomize VBD work_m4vkvi4ixvf4npuqtarxoap2m4 87 8 above above IN work_m4vkvi4ixvf4npuqtarxoap2m4 87 9 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 87 10 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 88 1 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 88 2 Techniques technique NNS work_m4vkvi4ixvf4npuqtarxoap2m4 88 3 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 88 4 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 88 5 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 88 6 Network Network NNP work_m4vkvi4ixvf4npuqtarxoap2m4 88 7 much much RB work_m4vkvi4ixvf4npuqtarxoap2m4 88 8 ? ? . work_m4vkvi4ixvf4npuqtarxoap2m4 89 1 Suppose suppose VB work_m4vkvi4ixvf4npuqtarxoap2m4 89 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 89 3 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 89 4 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 89 5 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 89 6 analysis analysis NN work_m4vkvi4ixvf4npuqtarxoap2m4 89 7 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 89 8 variance variance NN work_m4vkvi4ixvf4npuqtarxoap2m4 89 9 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 89 10 you -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 89 11 predicted predict VBD work_m4vkvi4ixvf4npuqtarxoap2m4 89 12 your -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 89 13 valued value VBN work_m4vkvi4ixvf4npuqtarxoap2m4 89 14 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 89 15 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 89 16 your -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 89 17 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 89 18 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 89 19 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 90 1 Some some DT work_m4vkvi4ixvf4npuqtarxoap2m4 90 2 cutoff cutoff NN work_m4vkvi4ixvf4npuqtarxoap2m4 90 3 values value NNS work_m4vkvi4ixvf4npuqtarxoap2m4 90 4 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 90 5 going go VBG work_m4vkvi4ixvf4npuqtarxoap2m4 90 6 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 90 7 yield yield VB work_m4vkvi4ixvf4npuqtarxoap2m4 90 8 better well JJR work_m4vkvi4ixvf4npuqtarxoap2m4 90 9 pre- pre- NN work_m4vkvi4ixvf4npuqtarxoap2m4 90 10 dictions diction NNS work_m4vkvi4ixvf4npuqtarxoap2m4 90 11 than than IN work_m4vkvi4ixvf4npuqtarxoap2m4 90 12 others other NNS work_m4vkvi4ixvf4npuqtarxoap2m4 90 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 91 1 Here here RB work_m4vkvi4ixvf4npuqtarxoap2m4 91 2 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 91 3 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 91 4 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 91 5 using use VBG work_m4vkvi4ixvf4npuqtarxoap2m4 91 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 91 7 Da- Da- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 91 8 vis vis FW work_m4vkvi4ixvf4npuqtarxoap2m4 91 9 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 91 10 Gardner Gardner NNP work_m4vkvi4ixvf4npuqtarxoap2m4 91 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 91 12 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 91 13 Gardner Gardner NNP work_m4vkvi4ixvf4npuqtarxoap2m4 91 14 women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 91 15 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 91 16 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 91 17 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 91 18 women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 91 19 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 91 20 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 92 1 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 92 2 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 92 3 table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 92 4 below below RB work_m4vkvi4ixvf4npuqtarxoap2m4 92 5 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 92 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 92 7 first first JJ work_m4vkvi4ixvf4npuqtarxoap2m4 92 8 column column NN work_m4vkvi4ixvf4npuqtarxoap2m4 92 9 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 92 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 92 11 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 92 12 value value NN work_m4vkvi4ixvf4npuqtarxoap2m4 92 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 93 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 93 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 93 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 93 4 value value NN work_m4vkvi4ixvf4npuqtarxoap2m4 93 5 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 93 6 means mean VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 93 7 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 93 8 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 93 9 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 93 10 were be VBD work_m4vkvi4ixvf4npuqtarxoap2m4 93 11 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 93 12 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 93 13 ≥ ≥ CD work_m4vkvi4ixvf4npuqtarxoap2m4 93 14 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 93 15 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 94 1 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 94 2 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 94 3 ≥ ≥ CD work_m4vkvi4ixvf4npuqtarxoap2m4 94 4 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 94 5 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 94 6 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 94 7 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 94 8 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 94 9 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 94 10 48 48 CD work_m4vkvi4ixvf4npuqtarxoap2m4 94 11 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 94 12 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 94 13 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 94 14 corresponds correspond VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 94 15 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 94 16 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 94 17 density density NN work_m4vkvi4ixvf4npuqtarxoap2m4 94 18 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 94 19 0.16 0.16 CD work_m4vkvi4ixvf4npuqtarxoap2m4 94 20 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 95 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 95 2 interesting interesting JJ work_m4vkvi4ixvf4npuqtarxoap2m4 95 3 part part NN work_m4vkvi4ixvf4npuqtarxoap2m4 95 4 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 95 5 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 95 6 correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 95 7 column column NN work_m4vkvi4ixvf4npuqtarxoap2m4 95 8 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 95 9 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 95 10 achieves achieve VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 95 11 its -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 95 12 maximum maximum NN work_m4vkvi4ixvf4npuqtarxoap2m4 95 13 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 95 14 ≥ ≥ CD work_m4vkvi4ixvf4npuqtarxoap2m4 95 15 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 95 16 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 95 17 correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 95 18 0.81 0.81 CD work_m4vkvi4ixvf4npuqtarxoap2m4 95 19 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 95 20 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 96 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 96 2 correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 96 3 refers refer VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 96 4 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 96 5 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 96 6 correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 96 7 between between IN work_m4vkvi4ixvf4npuqtarxoap2m4 96 8 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 96 9 original original JJ work_m4vkvi4ixvf4npuqtarxoap2m4 96 10 valued value VBN work_m4vkvi4ixvf4npuqtarxoap2m4 96 11 matrix matrix NNP work_m4vkvi4ixvf4npuqtarxoap2m4 96 12 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 96 13 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 96 14 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 96 15 matrix matrix NN work_m4vkvi4ixvf4npuqtarxoap2m4 96 16 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 97 1 A a DT work_m4vkvi4ixvf4npuqtarxoap2m4 97 2 correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 97 3 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 97 4 0.81 0.81 CD work_m4vkvi4ixvf4npuqtarxoap2m4 97 5 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 97 6 extremely extremely RB work_m4vkvi4ixvf4npuqtarxoap2m4 97 7 high high JJ work_m4vkvi4ixvf4npuqtarxoap2m4 97 8 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 98 1 Yes yes UH work_m4vkvi4ixvf4npuqtarxoap2m4 98 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 98 3 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 98 4 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 98 5 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 98 6 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 98 7 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 99 1 R r NN work_m4vkvi4ixvf4npuqtarxoap2m4 99 2 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 99 3 square square NN work_m4vkvi4ixvf4npuqtarxoap2m4 99 4 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 99 5 models model NNS work_m4vkvi4ixvf4npuqtarxoap2m4 99 6 predicting predict VBG work_m4vkvi4ixvf4npuqtarxoap2m4 99 7 performance performance NN work_m4vkvi4ixvf4npuqtarxoap2m4 99 8 using use VBG work_m4vkvi4ixvf4npuqtarxoap2m4 99 9 betweenness betweenness JJ work_m4vkvi4ixvf4npuqtarxoap2m4 99 10 centrality centrality NN work_m4vkvi4ixvf4npuqtarxoap2m4 99 11 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 99 12 different different JJ work_m4vkvi4ixvf4npuqtarxoap2m4 99 13 levels level NNS work_m4vkvi4ixvf4npuqtarxoap2m4 99 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 99 15 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 99 16 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 100 1 Dichot dichot NN work_m4vkvi4ixvf4npuqtarxoap2m4 100 2 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 101 1 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 101 2 R2 r2 NN work_m4vkvi4ixvf4npuqtarxoap2m4 101 3 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 4 0.05 0.05 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 5 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 6 0.29 0.29 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 7 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 8 0.02 0.02 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 9 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 10 0.01 0.01 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 11 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 12 0.31 0.31 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 13 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 14 0.06 0.06 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 15 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 16 0.11 0.11 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 17 8 8 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 18 0.02 0.02 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 19 9 9 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 20 0.23 0.23 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 21 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 101 22 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 101 23 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 102 1 R r NN work_m4vkvi4ixvf4npuqtarxoap2m4 102 2 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 102 3 square square NN work_m4vkvi4ixvf4npuqtarxoap2m4 102 4 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 102 5 models model NNS work_m4vkvi4ixvf4npuqtarxoap2m4 102 6 predicting predict VBG work_m4vkvi4ixvf4npuqtarxoap2m4 102 7 performance performance NN work_m4vkvi4ixvf4npuqtarxoap2m4 102 8 using use VBG work_m4vkvi4ixvf4npuqtarxoap2m4 102 9 betweenness betweenness JJ work_m4vkvi4ixvf4npuqtarxoap2m4 102 10 centrality centrality NN work_m4vkvi4ixvf4npuqtarxoap2m4 102 11 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 102 12 different different JJ work_m4vkvi4ixvf4npuqtarxoap2m4 102 13 levels level NNS work_m4vkvi4ixvf4npuqtarxoap2m4 102 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 102 15 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 102 16 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 103 1 Dichot dichot NN work_m4vkvi4ixvf4npuqtarxoap2m4 103 2 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 104 1 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 104 2 R2 r2 NN work_m4vkvi4ixvf4npuqtarxoap2m4 104 3 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 4 0.05 0.05 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 5 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 6 0.09 0.09 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 7 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 8 0.12 0.12 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 9 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 10 0.23 0.23 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 11 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 12 0.31 0.31 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 13 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 14 0.27 0.27 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 15 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 16 0.22 0.22 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 17 8 8 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 18 0.15 0.15 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 19 9 9 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 20 0.07 0.07 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 21 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 104 22 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 23 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 104 24 BKS BKS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 104 25 FRATERNITY FRATERNITY NNP work_m4vkvi4ixvf4npuqtarxoap2m4 104 26 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 104 27 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 104 28 above above IN work_m4vkvi4ixvf4npuqtarxoap2m4 104 29 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 104 30 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 105 1 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 105 2 CONNECTIONS connection NNS work_m4vkvi4ixvf4npuqtarxoap2m4 105 3 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 105 4 distorted distort VBN work_m4vkvi4ixvf4npuqtarxoap2m4 105 5 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 105 6 dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 105 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 105 8 but but CC work_m4vkvi4ixvf4npuqtarxoap2m4 105 9 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 105 10 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 105 11 matrix matrix NN work_m4vkvi4ixvf4npuqtarxoap2m4 105 12 still still RB work_m4vkvi4ixvf4npuqtarxoap2m4 105 13 retains retain VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 105 14 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 105 15 very very RB work_m4vkvi4ixvf4npuqtarxoap2m4 105 16 high high JJ work_m4vkvi4ixvf4npuqtarxoap2m4 105 17 resemblance resemblance NN work_m4vkvi4ixvf4npuqtarxoap2m4 105 18 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 105 19 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 105 20 origi- origi- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 105 21 nal nal NNP work_m4vkvi4ixvf4npuqtarxoap2m4 105 22 data data NNP work_m4vkvi4ixvf4npuqtarxoap2m4 105 23 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 106 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 106 2 have have VBP work_m4vkvi4ixvf4npuqtarxoap2m4 106 3 chosen choose VBN work_m4vkvi4ixvf4npuqtarxoap2m4 106 4 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 106 5 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 106 6 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 106 7 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 106 8 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 106 9 does do VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 106 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 106 11 least least JJS work_m4vkvi4ixvf4npuqtarxoap2m4 106 12 violence violence NN work_m4vkvi4ixvf4npuqtarxoap2m4 106 13 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 106 14 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 106 15 original original JJ work_m4vkvi4ixvf4npuqtarxoap2m4 106 16 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 106 17 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 106 18 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 106 19 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 106 20 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 106 21 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 107 1 Interestingly interestingly RB work_m4vkvi4ixvf4npuqtarxoap2m4 107 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 107 3 ≥ ≥ NN work_m4vkvi4ixvf4npuqtarxoap2m4 107 4 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 107 5 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 107 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 107 7 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 107 8 just just RB work_m4vkvi4ixvf4npuqtarxoap2m4 107 9 below below IN work_m4vkvi4ixvf4npuqtarxoap2m4 107 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 107 11 one one CD work_m4vkvi4ixvf4npuqtarxoap2m4 107 12 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 107 13 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 107 14 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 107 15 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 107 16 splits split VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 107 17 into into IN work_m4vkvi4ixvf4npuqtarxoap2m4 107 18 two two CD work_m4vkvi4ixvf4npuqtarxoap2m4 107 19 large large JJ work_m4vkvi4ixvf4npuqtarxoap2m4 107 20 components component NNS work_m4vkvi4ixvf4npuqtarxoap2m4 107 21 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 107 22 along along IN work_m4vkvi4ixvf4npuqtarxoap2m4 107 23 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 107 24 four four CD work_m4vkvi4ixvf4npuqtarxoap2m4 107 25 isolates isolate NNS work_m4vkvi4ixvf4npuqtarxoap2m4 107 26 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 107 27 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 108 1 At at IN work_m4vkvi4ixvf4npuqtarxoap2m4 108 2 ≥ ≥ CD work_m4vkvi4ixvf4npuqtarxoap2m4 108 3 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 108 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 108 5 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 108 6 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 108 7 looks look VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 108 8 like like IN work_m4vkvi4ixvf4npuqtarxoap2m4 108 9 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 108 10 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 108 11 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 108 12 shown show VBN work_m4vkvi4ixvf4npuqtarxoap2m4 108 13 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 108 14 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 108 15 8 8 CD work_m4vkvi4ixvf4npuqtarxoap2m4 108 16 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 108 17 third third JJ work_m4vkvi4ixvf4npuqtarxoap2m4 108 18 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 108 19 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 108 20 theory theory NN work_m4vkvi4ixvf4npuqtarxoap2m4 108 21 based base VBN work_m4vkvi4ixvf4npuqtarxoap2m4 108 22 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 108 23 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 108 24 can can MD work_m4vkvi4ixvf4npuqtarxoap2m4 108 25 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 108 26 harder hard JJR work_m4vkvi4ixvf4npuqtarxoap2m4 108 27 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 108 28 implement implement VB work_m4vkvi4ixvf4npuqtarxoap2m4 108 29 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 109 1 There there EX work_m4vkvi4ixvf4npuqtarxoap2m4 109 2 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 109 3 certain certain JJ work_m4vkvi4ixvf4npuqtarxoap2m4 109 4 cases case NNS work_m4vkvi4ixvf4npuqtarxoap2m4 109 5 where where WRB work_m4vkvi4ixvf4npuqtarxoap2m4 109 6 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 109 7 can can MD work_m4vkvi4ixvf4npuqtarxoap2m4 109 8 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 109 9 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 109 10 emergent emergent JJ work_m4vkvi4ixvf4npuqtarxoap2m4 109 11 properties property NNS work_m4vkvi4ixvf4npuqtarxoap2m4 109 12 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 109 13 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 109 14 dichot- dichot- NN work_m4vkvi4ixvf4npuqtarxoap2m4 109 15 omized omize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 109 16 networks network NNS work_m4vkvi4ixvf4npuqtarxoap2m4 109 17 themselves -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 109 18 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 109 19 order order NN work_m4vkvi4ixvf4npuqtarxoap2m4 109 20 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 109 21 identify identify VB work_m4vkvi4ixvf4npuqtarxoap2m4 109 22 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 109 23 correct correct JJ work_m4vkvi4ixvf4npuqtarxoap2m4 109 24 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 109 25 threshold threshold NN work_m4vkvi4ixvf4npuqtarxoap2m4 109 26 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 109 27 just just RB work_m4vkvi4ixvf4npuqtarxoap2m4 109 28 like like UH work_m4vkvi4ixvf4npuqtarxoap2m4 109 29 when when WRB work_m4vkvi4ixvf4npuqtarxoap2m4 109 30 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 109 31 noticed notice VBD work_m4vkvi4ixvf4npuqtarxoap2m4 109 32 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 109 33 appearance appearance NN work_m4vkvi4ixvf4npuqtarxoap2m4 109 34 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 109 35 clusters cluster NNS work_m4vkvi4ixvf4npuqtarxoap2m4 109 36 while while IN work_m4vkvi4ixvf4npuqtarxoap2m4 109 37 visually visually RB work_m4vkvi4ixvf4npuqtarxoap2m4 109 38 in- in- DT work_m4vkvi4ixvf4npuqtarxoap2m4 109 39 specting specte VBG work_m4vkvi4ixvf4npuqtarxoap2m4 109 40 different different JJ work_m4vkvi4ixvf4npuqtarxoap2m4 109 41 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 109 42 thresholds threshold NNS work_m4vkvi4ixvf4npuqtarxoap2m4 109 43 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 109 44 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 109 45 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 109 46 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 109 47 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 110 1 As as IN work_m4vkvi4ixvf4npuqtarxoap2m4 110 2 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 110 3 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 110 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 110 5 let let VB work_m4vkvi4ixvf4npuqtarxoap2m4 110 6 us -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 110 7 consider consider VB work_m4vkvi4ixvf4npuqtarxoap2m4 110 8 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 110 9 ap- ap- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 110 10 proach proach NN work_m4vkvi4ixvf4npuqtarxoap2m4 110 11 proposed propose VBN work_m4vkvi4ixvf4npuqtarxoap2m4 110 12 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 110 13 Freeman Freeman NNP work_m4vkvi4ixvf4npuqtarxoap2m4 110 14 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 110 15 2003 2003 CD work_m4vkvi4ixvf4npuqtarxoap2m4 110 16 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 110 17 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 110 18 distinguish distinguish VB work_m4vkvi4ixvf4npuqtarxoap2m4 110 19 between between IN work_m4vkvi4ixvf4npuqtarxoap2m4 110 20 weak weak JJ work_m4vkvi4ixvf4npuqtarxoap2m4 110 21 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 110 22 strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 110 23 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 110 24 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 111 1 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 2 his -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 111 3 piece piece NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 4 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 5 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 111 6 strength strength NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 7 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 8 weak weak JJ work_m4vkvi4ixvf4npuqtarxoap2m4 111 9 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 111 10 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 111 11 Granovetter Granovetter NNP work_m4vkvi4ixvf4npuqtarxoap2m4 111 12 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 111 13 1973 1973 CD work_m4vkvi4ixvf4npuqtarxoap2m4 111 14 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 111 15 argues argue VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 111 16 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 17 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 111 18 important important JJ work_m4vkvi4ixvf4npuqtarxoap2m4 111 19 characteristic characteristic NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 20 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 21 strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 111 22 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 111 23 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 111 24 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 25 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 26 A a DT work_m4vkvi4ixvf4npuqtarxoap2m4 111 27 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 111 28 strongly strongly RB work_m4vkvi4ixvf4npuqtarxoap2m4 111 29 tied tie VBN work_m4vkvi4ixvf4npuqtarxoap2m4 111 30 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 31 B b NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 32 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 111 33 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 111 34 B b NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 35 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 111 36 strongly strongly RB work_m4vkvi4ixvf4npuqtarxoap2m4 111 37 tied tie VBN work_m4vkvi4ixvf4npuqtarxoap2m4 111 38 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 39 C C NNP work_m4vkvi4ixvf4npuqtarxoap2m4 111 40 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 111 41 then then RB work_m4vkvi4ixvf4npuqtarxoap2m4 111 42 A a NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 43 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 111 44 likely likely JJ work_m4vkvi4ixvf4npuqtarxoap2m4 111 45 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 111 46 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 111 47 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 48 least least JJS work_m4vkvi4ixvf4npuqtarxoap2m4 111 49 weakly weakly RB work_m4vkvi4ixvf4npuqtarxoap2m4 111 50 tied tie VBN work_m4vkvi4ixvf4npuqtarxoap2m4 111 51 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 52 C. C. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 111 53 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 54 his -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 111 55 analysis analysis NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 56 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 57 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 111 58 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 111 59 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 111 60 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 111 61 Freeman Freeman NNP work_m4vkvi4ixvf4npuqtarxoap2m4 111 62 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 111 63 2003 2003 CD work_m4vkvi4ixvf4npuqtarxoap2m4 111 64 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 111 65 refers refer VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 111 66 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 67 Granovetter Granovetter NNP work_m4vkvi4ixvf4npuqtarxoap2m4 111 68 ’s ’s POS work_m4vkvi4ixvf4npuqtarxoap2m4 111 69 transitivity transitivity NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 70 rule rule NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 71 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 111 72 g g NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 73 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 111 74 transitivity transitivity NN work_m4vkvi4ixvf4npuqtarxoap2m4 111 75 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 112 1 A a DT work_m4vkvi4ixvf4npuqtarxoap2m4 112 2 data data NN work_m4vkvi4ixvf4npuqtarxoap2m4 112 3 set set NN work_m4vkvi4ixvf4npuqtarxoap2m4 112 4 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 112 5 perfectly perfectly RB work_m4vkvi4ixvf4npuqtarxoap2m4 112 6 g g NN work_m4vkvi4ixvf4npuqtarxoap2m4 112 7 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 112 8 transitive transitive NN work_m4vkvi4ixvf4npuqtarxoap2m4 112 9 if if IN work_m4vkvi4ixvf4npuqtarxoap2m4 112 10 there there EX work_m4vkvi4ixvf4npuqtarxoap2m4 112 11 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 112 12 no no DT work_m4vkvi4ixvf4npuqtarxoap2m4 112 13 violations violation NNS work_m4vkvi4ixvf4npuqtarxoap2m4 112 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 112 15 g g NN work_m4vkvi4ixvf4npuqtarxoap2m4 112 16 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 112 17 transitivity transitivity NN work_m4vkvi4ixvf4npuqtarxoap2m4 112 18 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 113 1 Given give VBN work_m4vkvi4ixvf4npuqtarxoap2m4 113 2 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 113 3 valued value VBN work_m4vkvi4ixvf4npuqtarxoap2m4 113 4 data data NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 5 set set NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 6 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 113 7 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 113 8 selecting select VBG work_m4vkvi4ixvf4npuqtarxoap2m4 113 9 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 113 10 value value NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 11 such such JJ work_m4vkvi4ixvf4npuqtarxoap2m4 113 12 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 113 13 zero zero CD work_m4vkvi4ixvf4npuqtarxoap2m4 113 14 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 113 15 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 113 16 indicator indicator NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 17 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 113 18 no no DT work_m4vkvi4ixvf4npuqtarxoap2m4 113 19 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 113 20 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 113 21 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 113 22 Freeman Freeman NNP work_m4vkvi4ixvf4npuqtarxoap2m4 113 23 ’s ’s POS work_m4vkvi4ixvf4npuqtarxoap2m4 113 24 proposal proposal NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 25 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 113 26 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 113 27 dichotomize dichotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 113 28 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 113 29 data data NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 30 set set VBN work_m4vkvi4ixvf4npuqtarxoap2m4 113 31 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 113 32 every every DT work_m4vkvi4ixvf4npuqtarxoap2m4 113 33 possible possible JJ work_m4vkvi4ixvf4npuqtarxoap2m4 113 34 cutoff cutoff NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 35 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 113 36 calculate calculate VB work_m4vkvi4ixvf4npuqtarxoap2m4 113 37 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 113 38 number number NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 39 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 113 40 violations violation NNS work_m4vkvi4ixvf4npuqtarxoap2m4 113 41 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 113 42 g g NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 43 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 113 44 transitivity transitivity NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 45 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 113 46 each each DT work_m4vkvi4ixvf4npuqtarxoap2m4 113 47 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 113 48 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 114 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 114 2 lowest low JJS work_m4vkvi4ixvf4npuqtarxoap2m4 114 3 cutoff cutoff NN work_m4vkvi4ixvf4npuqtarxoap2m4 114 4 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 114 5 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 114 6 acceptable acceptable JJ work_m4vkvi4ixvf4npuqtarxoap2m4 114 7 number number NN work_m4vkvi4ixvf4npuqtarxoap2m4 114 8 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 114 9 violations violation NNS work_m4vkvi4ixvf4npuqtarxoap2m4 114 10 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 114 11 such such JJ work_m4vkvi4ixvf4npuqtarxoap2m4 114 12 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 114 13 zero zero CD work_m4vkvi4ixvf4npuqtarxoap2m4 114 14 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 114 15 identifies identify VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 114 16 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 114 17 strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 114 18 tie tie NN work_m4vkvi4ixvf4npuqtarxoap2m4 114 19 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 115 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 115 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 115 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 115 4 applied apply VBN work_m4vkvi4ixvf4npuqtarxoap2m4 115 5 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 115 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 115 7 Davis Davis NNP work_m4vkvi4ixvf4npuqtarxoap2m4 115 8 women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 115 9 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 115 10 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 115 11 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 115 12 get get VBP work_m4vkvi4ixvf4npuqtarxoap2m4 115 13 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 115 14 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 115 15 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 116 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 116 2 table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 116 3 shows show VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 116 4 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 116 5 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 116 6 ≥ ≥ CD work_m4vkvi4ixvf4npuqtarxoap2m4 116 7 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 116 8 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 116 9 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 116 10 number number NN work_m4vkvi4ixvf4npuqtarxoap2m4 116 11 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 116 12 g- g- XX work_m4vkvi4ixvf4npuqtarxoap2m4 116 13 transitive transitive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 116 14 triples triple NNS work_m4vkvi4ixvf4npuqtarxoap2m4 116 15 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 116 16 160 160 CD work_m4vkvi4ixvf4npuqtarxoap2m4 116 17 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 116 18 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 116 19 number number NN work_m4vkvi4ixvf4npuqtarxoap2m4 116 20 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 116 21 intransitive intransitive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 116 22 triples triple NNS work_m4vkvi4ixvf4npuqtarxoap2m4 116 23 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 116 24 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 116 25 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 117 1 Hence hence RB work_m4vkvi4ixvf4npuqtarxoap2m4 117 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 117 3 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 117 4 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 117 5 or or CC work_m4vkvi4ixvf4npuqtarxoap2m4 117 6 above above RB work_m4vkvi4ixvf4npuqtarxoap2m4 117 7 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 117 8 strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 117 9 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 117 10 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 117 11 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 117 12 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 117 13 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 117 14 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 117 15 but but CC work_m4vkvi4ixvf4npuqtarxoap2m4 117 16 > > XX work_m4vkvi4ixvf4npuqtarxoap2m4 117 17 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 117 18 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 117 19 weak weak JJ work_m4vkvi4ixvf4npuqtarxoap2m4 117 20 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 117 21 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 118 1 Combining combine VBG work_m4vkvi4ixvf4npuqtarxoap2m4 118 2 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 118 3 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 118 4 our -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 118 5 previous previous JJ work_m4vkvi4ixvf4npuqtarxoap2m4 118 6 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 118 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 118 8 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 118 9 might may MD work_m4vkvi4ixvf4npuqtarxoap2m4 118 10 summarize summarize VB work_m4vkvi4ixvf4npuqtarxoap2m4 118 11 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 118 12 situation situation NN work_m4vkvi4ixvf4npuqtarxoap2m4 118 13 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 118 14 follows follow VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 118 15 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 119 1 Dichoto- Dichoto- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 119 2 mizing mizing NN work_m4vkvi4ixvf4npuqtarxoap2m4 119 3 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 119 4 ≥ ≥ UH work_m4vkvi4ixvf4npuqtarxoap2m4 119 5 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 119 6 optimally optimally RB work_m4vkvi4ixvf4npuqtarxoap2m4 119 7 identifies identify VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 119 8 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 119 9 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 119 10 any any DT work_m4vkvi4ixvf4npuqtarxoap2m4 119 11 kind kind NN work_m4vkvi4ixvf4npuqtarxoap2m4 119 12 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 119 13 terms term NNS work_m4vkvi4ixvf4npuqtarxoap2m4 119 14 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 119 15 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 119 16 least least JJS work_m4vkvi4ixvf4npuqtarxoap2m4 119 17 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 119 18 violence violence NN work_m4vkvi4ixvf4npuqtarxoap2m4 119 19 criterion criterion NN work_m4vkvi4ixvf4npuqtarxoap2m4 119 20 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 119 21 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 119 22 maintains maintain VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 119 23 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 119 24 single single JJ work_m4vkvi4ixvf4npuqtarxoap2m4 119 25 large large JJ work_m4vkvi4ixvf4npuqtarxoap2m4 119 26 component component NN work_m4vkvi4ixvf4npuqtarxoap2m4 119 27 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 119 28 plus plus CC work_m4vkvi4ixvf4npuqtarxoap2m4 119 29 isolates isolate NNS work_m4vkvi4ixvf4npuqtarxoap2m4 119 30 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 119 31 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 120 1 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 120 2 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 120 3 ≥ ≥ CD work_m4vkvi4ixvf4npuqtarxoap2m4 120 4 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 120 5 identifies identifie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 120 6 strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 120 7 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 120 8 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 120 9 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 120 10 strongly strongly RB work_m4vkvi4ixvf4npuqtarxoap2m4 120 11 fragment fragment VBP work_m4vkvi4ixvf4npuqtarxoap2m4 120 12 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 120 13 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 120 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 121 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 121 2 latter latter JJ work_m4vkvi4ixvf4npuqtarxoap2m4 121 3 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 121 4 useful useful JJ work_m4vkvi4ixvf4npuqtarxoap2m4 121 5 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 121 6 sharply sharply RB work_m4vkvi4ixvf4npuqtarxoap2m4 121 7 outlining outline VBG work_m4vkvi4ixvf4npuqtarxoap2m4 121 8 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 121 9 subgroup subgroup NN work_m4vkvi4ixvf4npuqtarxoap2m4 121 10 structure structure NN work_m4vkvi4ixvf4npuqtarxoap2m4 121 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 121 12 while while IN work_m4vkvi4ixvf4npuqtarxoap2m4 121 13 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 121 14 former former JJ work_m4vkvi4ixvf4npuqtarxoap2m4 121 15 enables enable VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 121 16 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 121 17 calculation calculation NN work_m4vkvi4ixvf4npuqtarxoap2m4 121 18 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 121 19 measure measure NN work_m4vkvi4ixvf4npuqtarxoap2m4 121 20 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 121 21 requires require VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 121 22 connected connect VBN work_m4vkvi4ixvf4npuqtarxoap2m4 121 23 net- net- NN work_m4vkvi4ixvf4npuqtarxoap2m4 121 24 works work NNS work_m4vkvi4ixvf4npuqtarxoap2m4 121 25 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 121 26 aside aside RB work_m4vkvi4ixvf4npuqtarxoap2m4 121 27 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 121 28 isolates isolate NNS work_m4vkvi4ixvf4npuqtarxoap2m4 121 29 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 121 30 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 121 31 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 121 32 9 9 CD work_m4vkvi4ixvf4npuqtarxoap2m4 121 33 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 121 34 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 122 1 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 122 2 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 122 3 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 123 1 Z z NN work_m4vkvi4ixvf4npuqtarxoap2m4 123 2 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 123 3 score score NN work_m4vkvi4ixvf4npuqtarxoap2m4 123 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 123 5 correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 123 6 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 123 7 number number NN work_m4vkvi4ixvf4npuqtarxoap2m4 123 8 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 123 9 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 123 10 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 123 11 density density NN work_m4vkvi4ixvf4npuqtarxoap2m4 123 12 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 123 13 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 123 14 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 123 15 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 123 16 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 123 17 different different JJ work_m4vkvi4ixvf4npuqtarxoap2m4 123 18 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 123 19 levels level NNS work_m4vkvi4ixvf4npuqtarxoap2m4 123 20 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 124 1 Value Value NNP work_m4vkvi4ixvf4npuqtarxoap2m4 124 2 Z z NN work_m4vkvi4ixvf4npuqtarxoap2m4 124 3 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 124 4 score score NN work_m4vkvi4ixvf4npuqtarxoap2m4 124 5 Correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 124 6 Ties Ties NNP work_m4vkvi4ixvf4npuqtarxoap2m4 124 7 Density density NN work_m4vkvi4ixvf4npuqtarxoap2m4 124 8 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 9 3.352 3.352 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 10 0.271887 0.271887 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 11 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 12 0.006536 0.006536 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 13 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 14 2.667 2.667 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 15 0.646625 0.646625 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 16 16 16 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 17 0.052288 0.052288 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 18 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 19 1.983 1.983 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 20 0.666829 0.666829 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 21 18 18 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 22 0.058824 0.058824 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 23 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 24 1.298 1.298 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 25 0.781314 0.781314 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 26 48 48 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 27 0.156863 0.156863 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 28 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 29 0.613 0.613 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 30 0.811928 0.811928 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 31 92 92 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 32 0.300654 0.300654 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 33 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 34 −0.072 −0.072 NN work_m4vkvi4ixvf4npuqtarxoap2m4 124 35 0.720115 0.720115 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 36 190 190 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 37 0.620915 0.620915 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 38 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 39 −0.756 −0.756 NNS work_m4vkvi4ixvf4npuqtarxoap2m4 124 40 0.457341 0.457341 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 41 278 278 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 42 0.908497 0.908497 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 43 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 44 −1.441 −1.441 NN work_m4vkvi4ixvf4npuqtarxoap2m4 124 45 306 306 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 46 1.000000 1.000000 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 47 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 124 48 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 124 49 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 125 1 Number number NN work_m4vkvi4ixvf4npuqtarxoap2m4 125 2 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 125 3 g g NN work_m4vkvi4ixvf4npuqtarxoap2m4 125 4 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 125 5 transitive transitive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 125 6 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 125 7 intransitive intransitive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 125 8 triples triple NNS work_m4vkvi4ixvf4npuqtarxoap2m4 125 9 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 125 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 125 11 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 125 12 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 125 13 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 125 14 different different JJ work_m4vkvi4ixvf4npuqtarxoap2m4 125 15 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 125 16 levels level NNS work_m4vkvi4ixvf4npuqtarxoap2m4 125 17 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 126 1 Value Value NNP work_m4vkvi4ixvf4npuqtarxoap2m4 126 2 Trans Trans NNP work_m4vkvi4ixvf4npuqtarxoap2m4 126 3 Intrans Intrans NNP work_m4vkvi4ixvf4npuqtarxoap2m4 126 4 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 5 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 6 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 7 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 8 26 26 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 9 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 10 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 11 30 30 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 12 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 13 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 14 160 160 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 15 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 16 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 17 526 526 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 18 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 19 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 20 2,032 2,032 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 21 44 44 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 22 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 23 3,786 3,786 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 24 292 292 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 25 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 26 4,448 4,448 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 27 448 448 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 28 8 8 CD work_m4vkvi4ixvf4npuqtarxoap2m4 126 29 Techniques technique NNS work_m4vkvi4ixvf4npuqtarxoap2m4 126 30 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 126 31 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 126 32 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 126 33 Network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 126 34 It -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 126 35 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 126 36 worth worth JJ work_m4vkvi4ixvf4npuqtarxoap2m4 126 37 noting note VBG work_m4vkvi4ixvf4npuqtarxoap2m4 126 38 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 126 39 Freeman Freeman NNP work_m4vkvi4ixvf4npuqtarxoap2m4 126 40 ’s ’s POS work_m4vkvi4ixvf4npuqtarxoap2m4 126 41 approach approach NN work_m4vkvi4ixvf4npuqtarxoap2m4 126 42 needs need VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 126 43 not not RB work_m4vkvi4ixvf4npuqtarxoap2m4 126 44 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 126 45 limited limit VBN work_m4vkvi4ixvf4npuqtarxoap2m4 126 46 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 126 47 maximizing maximize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 126 48 g g NN work_m4vkvi4ixvf4npuqtarxoap2m4 126 49 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 126 50 transitivity transitivity NN work_m4vkvi4ixvf4npuqtarxoap2m4 126 51 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 127 1 On on IN work_m4vkvi4ixvf4npuqtarxoap2m4 127 2 theoretical theoretical JJ work_m4vkvi4ixvf4npuqtarxoap2m4 127 3 grounds ground NNS work_m4vkvi4ixvf4npuqtarxoap2m4 127 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 127 5 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 127 6 may may MD work_m4vkvi4ixvf4npuqtarxoap2m4 127 7 identify identify VB work_m4vkvi4ixvf4npuqtarxoap2m4 127 8 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 127 9 specific specific JJ work_m4vkvi4ixvf4npuqtarxoap2m4 127 10 mechanism mechanism NN work_m4vkvi4ixvf4npuqtarxoap2m4 127 11 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 127 12 organizes organize VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 127 13 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 127 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 128 1 For for IN work_m4vkvi4ixvf4npuqtarxoap2m4 128 2 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 128 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 128 4 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 128 5 may may MD work_m4vkvi4ixvf4npuqtarxoap2m4 128 6 see see VB work_m4vkvi4ixvf4npuqtarxoap2m4 128 7 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 128 8 status status NN work_m4vkvi4ixvf4npuqtarxoap2m4 128 9 mechanism mechanism NN work_m4vkvi4ixvf4npuqtarxoap2m4 128 10 such such JJ work_m4vkvi4ixvf4npuqtarxoap2m4 128 11 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 128 12 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 128 13 Matthew Matthew NNP work_m4vkvi4ixvf4npuqtarxoap2m4 128 14 effect effect NN work_m4vkvi4ixvf4npuqtarxoap2m4 128 15 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 128 16 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 128 17 nodes node NNS work_m4vkvi4ixvf4npuqtarxoap2m4 128 18 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 128 19 already already RB work_m4vkvi4ixvf4npuqtarxoap2m4 128 20 have have VBP work_m4vkvi4ixvf4npuqtarxoap2m4 128 21 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 128 22 lot lot NN work_m4vkvi4ixvf4npuqtarxoap2m4 128 23 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 128 24 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 128 25 tend tend VBP work_m4vkvi4ixvf4npuqtarxoap2m4 128 26 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 128 27 attract attract VB work_m4vkvi4ixvf4npuqtarxoap2m4 128 28 even even RB work_m4vkvi4ixvf4npuqtarxoap2m4 128 29 more more JJR work_m4vkvi4ixvf4npuqtarxoap2m4 128 30 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 128 31 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 129 1 Now now RB work_m4vkvi4ixvf4npuqtarxoap2m4 129 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 129 3 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 129 4 dichotomize dichotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 129 5 valued value VBN work_m4vkvi4ixvf4npuqtarxoap2m4 129 6 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 129 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 129 8 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 129 9 choose choose VBP work_m4vkvi4ixvf4npuqtarxoap2m4 129 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 129 11 cutoff cutoff NN work_m4vkvi4ixvf4npuqtarxoap2m4 129 12 that that WDT work_m4vkvi4ixvf4npuqtarxoap2m4 129 13 maximizes maximize VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 129 14 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 129 15 extent extent NN work_m4vkvi4ixvf4npuqtarxoap2m4 129 16 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 129 17 which which WDT work_m4vkvi4ixvf4npuqtarxoap2m4 129 18 there there EX work_m4vkvi4ixvf4npuqtarxoap2m4 129 19 are be VBP work_m4vkvi4ixvf4npuqtarxoap2m4 129 20 just just RB work_m4vkvi4ixvf4npuqtarxoap2m4 129 21 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 129 22 few few JJ work_m4vkvi4ixvf4npuqtarxoap2m4 129 23 nodes node NNS work_m4vkvi4ixvf4npuqtarxoap2m4 129 24 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 129 25 many many JJ work_m4vkvi4ixvf4npuqtarxoap2m4 129 26 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 129 27 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 129 28 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 129 29 great great JJ work_m4vkvi4ixvf4npuqtarxoap2m4 129 30 many many JJ work_m4vkvi4ixvf4npuqtarxoap2m4 129 31 nodes node NNS work_m4vkvi4ixvf4npuqtarxoap2m4 129 32 with with IN work_m4vkvi4ixvf4npuqtarxoap2m4 129 33 few few JJ work_m4vkvi4ixvf4npuqtarxoap2m4 129 34 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 129 35 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 130 1 Alternatively alternatively RB work_m4vkvi4ixvf4npuqtarxoap2m4 130 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 130 3 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 130 4 might may MD work_m4vkvi4ixvf4npuqtarxoap2m4 130 5 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 130 6 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 130 7 cutoff cutoff NN work_m4vkvi4ixvf4npuqtarxoap2m4 130 8 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 130 9 maximize maximize VB work_m4vkvi4ixvf4npuqtarxoap2m4 130 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 130 11 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 130 12 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 130 13 transitivity transitivity NN work_m4vkvi4ixvf4npuqtarxoap2m4 130 14 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 130 15 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 130 16 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 130 17 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 131 1 Conclusion conclusion NN work_m4vkvi4ixvf4npuqtarxoap2m4 131 2 This this DT work_m4vkvi4ixvf4npuqtarxoap2m4 131 3 “ " `` work_m4vkvi4ixvf4npuqtarxoap2m4 131 4 How how WRB work_m4vkvi4ixvf4npuqtarxoap2m4 131 5 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 131 6 ” " '' work_m4vkvi4ixvf4npuqtarxoap2m4 131 7 guide guide VB work_m4vkvi4ixvf4npuqtarxoap2m4 131 8 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 131 9 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 131 10 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 131 11 intend- intend- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 131 12 ed ed NN work_m4vkvi4ixvf4npuqtarxoap2m4 131 13 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 131 14 provide provide VB work_m4vkvi4ixvf4npuqtarxoap2m4 131 15 guidance guidance NN work_m4vkvi4ixvf4npuqtarxoap2m4 131 16 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 131 17 how how WRB work_m4vkvi4ixvf4npuqtarxoap2m4 131 18 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 131 19 find find VB work_m4vkvi4ixvf4npuqtarxoap2m4 131 20 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 131 21 suitable suitable JJ work_m4vkvi4ixvf4npuqtarxoap2m4 131 22 threshold threshold NN work_m4vkvi4ixvf4npuqtarxoap2m4 131 23 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 131 24 dichotomization dichotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 131 25 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 131 26 social social JJ work_m4vkvi4ixvf4npuqtarxoap2m4 131 27 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 131 28 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 131 29 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 132 1 We -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 132 2 propose propose VBP work_m4vkvi4ixvf4npuqtarxoap2m4 132 3 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 132 4 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 132 5 all all DT work_m4vkvi4ixvf4npuqtarxoap2m4 132 6 cases case NNS work_m4vkvi4ixvf4npuqtarxoap2m4 132 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 132 8 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 132 9 should should MD work_m4vkvi4ixvf4npuqtarxoap2m4 132 10 start start VB work_m4vkvi4ixvf4npuqtarxoap2m4 132 11 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 132 12 creating create VBG work_m4vkvi4ixvf4npuqtarxoap2m4 132 13 multiple multiple JJ work_m4vkvi4ixvf4npuqtarxoap2m4 132 14 versions version NNS work_m4vkvi4ixvf4npuqtarxoap2m4 132 15 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 132 16 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 132 17 dichotomized dichotomize VBN work_m4vkvi4ixvf4npuqtarxoap2m4 132 18 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 132 19 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 132 20 every every DT work_m4vkvi4ixvf4npuqtarxoap2m4 132 21 possible possible JJ work_m4vkvi4ixvf4npuqtarxoap2m4 132 22 value value NN work_m4vkvi4ixvf4npuqtarxoap2m4 132 23 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 132 24 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 132 25 threshold threshold NN work_m4vkvi4ixvf4npuqtarxoap2m4 132 26 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 132 27 inspect inspect VB work_m4vkvi4ixvf4npuqtarxoap2m4 132 28 them -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 132 29 visually visually RB work_m4vkvi4ixvf4npuqtarxoap2m4 132 30 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 133 1 Then then RB work_m4vkvi4ixvf4npuqtarxoap2m4 133 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 133 3 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 133 4 suggest suggest VBP work_m4vkvi4ixvf4npuqtarxoap2m4 133 5 three three CD work_m4vkvi4ixvf4npuqtarxoap2m4 133 6 sepa- sepa- NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 7 rate rate NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 8 approaches approach NNS work_m4vkvi4ixvf4npuqtarxoap2m4 133 9 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 133 10 order order NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 11 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 133 12 choose choose VB work_m4vkvi4ixvf4npuqtarxoap2m4 133 13 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 133 14 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 133 15 justify justify VB work_m4vkvi4ixvf4npuqtarxoap2m4 133 16 your -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 133 17 choice choice NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 18 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 133 19 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 133 20 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 133 21 single single JJ work_m4vkvi4ixvf4npuqtarxoap2m4 133 22 threshold threshold NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 23 based base VBN work_m4vkvi4ixvf4npuqtarxoap2m4 133 24 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 133 25 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 133 26 i i NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 27 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 133 28 maximiz- maximiz- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 133 29 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 30 9 9 CD work_m4vkvi4ixvf4npuqtarxoap2m4 133 31 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 133 32 DGG dgg NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 33 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 133 34 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 133 35 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 133 36 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 133 37 dichotomized dichotomize VBD work_m4vkvi4ixvf4npuqtarxoap2m4 133 38 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 133 39 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 133 40 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 134 1 Strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 134 2 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 134 3 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 134 4 bold bold JJ work_m4vkvi4ixvf4npuqtarxoap2m4 134 5 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 135 1 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 135 2 8 8 CD work_m4vkvi4ixvf4npuqtarxoap2m4 135 3 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 135 4 DGG dgg NN work_m4vkvi4ixvf4npuqtarxoap2m4 135 5 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 135 6 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 135 7 Women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 135 8 dataset dataset NN work_m4vkvi4ixvf4npuqtarxoap2m4 135 9 dichotomized dichotomize VBD work_m4vkvi4ixvf4npuqtarxoap2m4 135 10 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 135 11 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 135 12 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 136 1 9 9 CD work_m4vkvi4ixvf4npuqtarxoap2m4 136 2 CONNECTIONS CONNECTIONS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 136 3 ing e VBG work_m4vkvi4ixvf4npuqtarxoap2m4 136 4 expected expect VBN work_m4vkvi4ixvf4npuqtarxoap2m4 136 5 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 136 6 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 136 7 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 136 8 ii ii NNP work_m4vkvi4ixvf4npuqtarxoap2m4 136 9 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 136 10 minimizing minimize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 136 11 distortions distortion NNS work_m4vkvi4ixvf4npuqtarxoap2m4 136 12 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 136 13 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 136 14 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 136 15 iii iii NN work_m4vkvi4ixvf4npuqtarxoap2m4 136 16 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 136 17 identifying identify VBG work_m4vkvi4ixvf4npuqtarxoap2m4 136 18 specific specific JJ work_m4vkvi4ixvf4npuqtarxoap2m4 136 19 emergent emergent JJ work_m4vkvi4ixvf4npuqtarxoap2m4 136 20 properties property NNS work_m4vkvi4ixvf4npuqtarxoap2m4 136 21 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 136 22 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 136 23 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 136 24 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 137 1 References References NNPS work_m4vkvi4ixvf4npuqtarxoap2m4 137 2 Bernard Bernard NNP work_m4vkvi4ixvf4npuqtarxoap2m4 137 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 137 4 H. H. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 137 5 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 137 6 Killworth Killworth NNP work_m4vkvi4ixvf4npuqtarxoap2m4 137 7 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 137 8 P. P. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 137 9 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 137 10 Sailer Sailer NNP work_m4vkvi4ixvf4npuqtarxoap2m4 137 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 137 12 L. L. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 137 13 1980 1980 CD work_m4vkvi4ixvf4npuqtarxoap2m4 137 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 138 1 In- in- DT work_m4vkvi4ixvf4npuqtarxoap2m4 138 2 formant formant JJ work_m4vkvi4ixvf4npuqtarxoap2m4 138 3 accuracy accuracy NN work_m4vkvi4ixvf4npuqtarxoap2m4 138 4 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 138 5 social social JJ work_m4vkvi4ixvf4npuqtarxoap2m4 138 6 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 138 7 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 138 8 IV IV NNP work_m4vkvi4ixvf4npuqtarxoap2m4 138 9 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 139 1 Social Social NNP work_m4vkvi4ixvf4npuqtarxoap2m4 139 2 Net- Net- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 139 3 works work NNS work_m4vkvi4ixvf4npuqtarxoap2m4 139 4 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 139 5 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 139 6 191–218 191–218 CD work_m4vkvi4ixvf4npuqtarxoap2m4 139 7 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 140 1 Butts Butts NNP work_m4vkvi4ixvf4npuqtarxoap2m4 140 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 140 3 C.T. C.T. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 141 1 2008 2008 CD work_m4vkvi4ixvf4npuqtarxoap2m4 141 2 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 142 1 A a DT work_m4vkvi4ixvf4npuqtarxoap2m4 142 2 relational relational JJ work_m4vkvi4ixvf4npuqtarxoap2m4 142 3 event event NN work_m4vkvi4ixvf4npuqtarxoap2m4 142 4 framework framework NN work_m4vkvi4ixvf4npuqtarxoap2m4 142 5 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 142 6 social social JJ work_m4vkvi4ixvf4npuqtarxoap2m4 142 7 action action NN work_m4vkvi4ixvf4npuqtarxoap2m4 142 8 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 143 1 Sociological Sociological NNP work_m4vkvi4ixvf4npuqtarxoap2m4 143 2 Methodology Methodology NNP work_m4vkvi4ixvf4npuqtarxoap2m4 143 3 38 38 CD work_m4vkvi4ixvf4npuqtarxoap2m4 143 4 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 143 5 155–200 155–200 CD work_m4vkvi4ixvf4npuqtarxoap2m4 143 6 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 144 1 Davis Davis NNP work_m4vkvi4ixvf4npuqtarxoap2m4 144 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 144 3 A. a. NN work_m4vkvi4ixvf4npuqtarxoap2m4 144 4 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 144 5 Gardner Gardner NNP work_m4vkvi4ixvf4npuqtarxoap2m4 144 6 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 144 7 B. B. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 145 1 B. B. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 145 2 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 145 3 M. M. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 145 4 R. R. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 145 5 Gardner Gardner NNP work_m4vkvi4ixvf4npuqtarxoap2m4 145 6 1941 1941 CD work_m4vkvi4ixvf4npuqtarxoap2m4 145 7 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 146 1 Deep Deep NNP work_m4vkvi4ixvf4npuqtarxoap2m4 146 2 South South NNP work_m4vkvi4ixvf4npuqtarxoap2m4 146 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 146 4 Chicago Chicago NNP work_m4vkvi4ixvf4npuqtarxoap2m4 146 5 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 146 6 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 146 7 University University NNP work_m4vkvi4ixvf4npuqtarxoap2m4 146 8 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 146 9 Chicago Chicago NNP work_m4vkvi4ixvf4npuqtarxoap2m4 146 10 Press Press NNP work_m4vkvi4ixvf4npuqtarxoap2m4 146 11 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 147 1 Freeman Freeman NNP work_m4vkvi4ixvf4npuqtarxoap2m4 147 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 147 3 L.C. L.C. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 148 1 2003 2003 CD work_m4vkvi4ixvf4npuqtarxoap2m4 148 2 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 149 1 Finding find VBG work_m4vkvi4ixvf4npuqtarxoap2m4 149 2 social social JJ work_m4vkvi4ixvf4npuqtarxoap2m4 149 3 groups group NNS work_m4vkvi4ixvf4npuqtarxoap2m4 149 4 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 149 5 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 149 6 meta meta JJ work_m4vkvi4ixvf4npuqtarxoap2m4 149 7 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 149 8 analysis analysis NN work_m4vkvi4ixvf4npuqtarxoap2m4 149 9 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 149 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 149 11 southern southern JJ work_m4vkvi4ixvf4npuqtarxoap2m4 149 12 women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 149 13 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 149 14 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 15 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 149 16 Breiger Breiger NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 17 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 18 R. R. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 19 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 20 Carley Carley NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 21 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 22 K. K. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 23 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 24 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 149 25 Pattison Pattison NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 26 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 27 P. P. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 28 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 149 29 Eds Eds NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 30 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 149 31 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 32 Dynamic dynamic JJ work_m4vkvi4ixvf4npuqtarxoap2m4 149 33 social social JJ work_m4vkvi4ixvf4npuqtarxoap2m4 149 34 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 149 35 modeling modeling NN work_m4vkvi4ixvf4npuqtarxoap2m4 149 36 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 149 37 analysis analysis NN work_m4vkvi4ixvf4npuqtarxoap2m4 149 38 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 149 39 workshop workshop NN work_m4vkvi4ixvf4npuqtarxoap2m4 149 40 summary summary NN work_m4vkvi4ixvf4npuqtarxoap2m4 149 41 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 149 42 papers paper NNS work_m4vkvi4ixvf4npuqtarxoap2m4 149 43 Committee Committee NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 44 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 149 45 Human Human NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 46 Factors Factors NNPS work_m4vkvi4ixvf4npuqtarxoap2m4 149 47 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 48 National National NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 49 Research Research NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 50 Council Council NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 51 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 149 52 39–45 39–45 CD work_m4vkvi4ixvf4npuqtarxoap2m4 149 53 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 149 54 National National NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 55 Acade- Acade- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 56 mies mie VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 149 57 Press Press NNP work_m4vkvi4ixvf4npuqtarxoap2m4 149 58 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 150 1 Granovetter Granovetter NNP work_m4vkvi4ixvf4npuqtarxoap2m4 150 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 150 3 M. M. NNP work_m4vkvi4ixvf4npuqtarxoap2m4 150 4 1973 1973 CD work_m4vkvi4ixvf4npuqtarxoap2m4 150 5 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 151 1 The the DT work_m4vkvi4ixvf4npuqtarxoap2m4 151 2 strength strength NN work_m4vkvi4ixvf4npuqtarxoap2m4 151 3 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 151 4 weak weak JJ work_m4vkvi4ixvf4npuqtarxoap2m4 151 5 ties tie NNS work_m4vkvi4ixvf4npuqtarxoap2m4 151 6 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 152 1 American American NNP work_m4vkvi4ixvf4npuqtarxoap2m4 152 2 Journal Journal NNP work_m4vkvi4ixvf4npuqtarxoap2m4 152 3 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 152 4 Sociology Sociology NNP work_m4vkvi4ixvf4npuqtarxoap2m4 152 5 81 81 CD work_m4vkvi4ixvf4npuqtarxoap2m4 152 6 : : SYM work_m4vkvi4ixvf4npuqtarxoap2m4 152 7 1287–303 1287–303 CD work_m4vkvi4ixvf4npuqtarxoap2m4 152 8 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 153 1 10 10 CD work_m4vkvi4ixvf4npuqtarxoap2m4 153 2 Techniques technique NNS work_m4vkvi4ixvf4npuqtarxoap2m4 153 3 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 153 4 Dichotomizing dichotomize VBG work_m4vkvi4ixvf4npuqtarxoap2m4 153 5 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 153 6 Network Network NNP work_m4vkvi4ixvf4npuqtarxoap2m4 153 7 Figure Figure NNP work_m4vkvi4ixvf4npuqtarxoap2m4 153 8 A1 a1 NN work_m4vkvi4ixvf4npuqtarxoap2m4 153 9 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 153 10 Screenshot Screenshot NNP work_m4vkvi4ixvf4npuqtarxoap2m4 153 11 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 153 12 Netdraw Netdraw NNP work_m4vkvi4ixvf4npuqtarxoap2m4 153 13 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 154 1 Addendum Addendum NNP work_m4vkvi4ixvf4npuqtarxoap2m4 154 2 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 154 3 – – : work_m4vkvi4ixvf4npuqtarxoap2m4 154 4 UCINET UCINET VBD work_m4vkvi4ixvf4npuqtarxoap2m4 154 5 To to TO work_m4vkvi4ixvf4npuqtarxoap2m4 154 6 visualize visualize VB work_m4vkvi4ixvf4npuqtarxoap2m4 154 7 successive successive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 154 8 dichotomizations dichotomization NNS work_m4vkvi4ixvf4npuqtarxoap2m4 154 9 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 154 10 UCINET UCINET NNP work_m4vkvi4ixvf4npuqtarxoap2m4 154 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 154 12 one one PRP work_m4vkvi4ixvf4npuqtarxoap2m4 154 13 opens open VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 154 14 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 154 15 valued value VBN work_m4vkvi4ixvf4npuqtarxoap2m4 154 16 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 154 17 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 154 18 usual usual JJ work_m4vkvi4ixvf4npuqtarxoap2m4 154 19 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 154 20 presses press VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 154 21 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 154 22 + + SYM work_m4vkvi4ixvf4npuqtarxoap2m4 154 23 sign sign NN work_m4vkvi4ixvf4npuqtarxoap2m4 154 24 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 154 25 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 154 26 rels rel NNS work_m4vkvi4ixvf4npuqtarxoap2m4 154 27 tab tab NN work_m4vkvi4ixvf4npuqtarxoap2m4 154 28 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 154 29 right right NN work_m4vkvi4ixvf4npuqtarxoap2m4 154 30 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 154 31 raise raise VB work_m4vkvi4ixvf4npuqtarxoap2m4 154 32 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 154 33 level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 154 34 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 154 35 di- di- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 154 36 chotomization chotomization NN work_m4vkvi4ixvf4npuqtarxoap2m4 154 37 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 154 38 one one CD work_m4vkvi4ixvf4npuqtarxoap2m4 154 39 unit unit NN work_m4vkvi4ixvf4npuqtarxoap2m4 154 40 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 154 41 see see VB work_m4vkvi4ixvf4npuqtarxoap2m4 154 42 Figure Figure NNP work_m4vkvi4ixvf4npuqtarxoap2m4 154 43 A1 A1 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 154 44 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 154 45 below below RB work_m4vkvi4ixvf4npuqtarxoap2m4 154 46 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 155 1 This this DT work_m4vkvi4ixvf4npuqtarxoap2m4 155 2 can can MD work_m4vkvi4ixvf4npuqtarxoap2m4 155 3 also also RB work_m4vkvi4ixvf4npuqtarxoap2m4 155 4 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 155 5 done do VBN work_m4vkvi4ixvf4npuqtarxoap2m4 155 6 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 155 7 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 155 8 command command NN work_m4vkvi4ixvf4npuqtarxoap2m4 155 9 line line NN work_m4vkvi4ixvf4npuqtarxoap2m4 155 10 intern- intern- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 155 11 face face NN work_m4vkvi4ixvf4npuqtarxoap2m4 155 12 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 155 13 CLI CLI NNP work_m4vkvi4ixvf4npuqtarxoap2m4 155 14 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 155 15 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 155 16 follows follow VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 155 17 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 155 18 ->d1 ->d1 . work_m4vkvi4ixvf4npuqtarxoap2m4 155 19 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 155 20 dichot(women dichot(women NNP work_m4vkvi4ixvf4npuqtarxoap2m4 155 21 ge ge NNP work_m4vkvi4ixvf4npuqtarxoap2m4 155 22 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 155 23 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 155 24 ->d2 ->d2 . work_m4vkvi4ixvf4npuqtarxoap2m4 155 25 = = NFP work_m4vkvi4ixvf4npuqtarxoap2m4 155 26 dichot(women dichot(women NN work_m4vkvi4ixvf4npuqtarxoap2m4 155 27 ge ge NNP work_m4vkvi4ixvf4npuqtarxoap2m4 155 28 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 155 29 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 155 30 ->d3 ->d3 . work_m4vkvi4ixvf4npuqtarxoap2m4 155 31 = = NFP work_m4vkvi4ixvf4npuqtarxoap2m4 155 32 dichot(women dichot(woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 155 33 ge ge NNP work_m4vkvi4ixvf4npuqtarxoap2m4 155 34 3 3 LS work_m4vkvi4ixvf4npuqtarxoap2m4 155 35 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 155 36 Etc etc FW work_m4vkvi4ixvf4npuqtarxoap2m4 155 37 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 156 1 Addendum Addendum NNP work_m4vkvi4ixvf4npuqtarxoap2m4 156 2 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 156 3 – – : work_m4vkvi4ixvf4npuqtarxoap2m4 156 4 R R NNP work_m4vkvi4ixvf4npuqtarxoap2m4 156 5 Script Script NNP work_m4vkvi4ixvf4npuqtarxoap2m4 156 6 # # NN work_m4vkvi4ixvf4npuqtarxoap2m4 156 7 Import Import NNP work_m4vkvi4ixvf4npuqtarxoap2m4 156 8 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 156 9 Davis Davis NNP work_m4vkvi4ixvf4npuqtarxoap2m4 156 10 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 156 11 set set VBN work_m4vkvi4ixvf4npuqtarxoap2m4 156 12 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 156 13 R r NN work_m4vkvi4ixvf4npuqtarxoap2m4 156 14 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 156 15 assuming assume VBG work_m4vkvi4ixvf4npuqtarxoap2m4 156 16 that that IN work_m4vkvi4ixvf4npuqtarxoap2m4 156 17 it -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 156 18 is be VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 156 19 already already RB work_m4vkvi4ixvf4npuqtarxoap2m4 156 20 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 156 21 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 156 22 text text NN work_m4vkvi4ixvf4npuqtarxoap2m4 156 23 file file NN work_m4vkvi4ixvf4npuqtarxoap2m4 156 24 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 156 25 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 156 26 example example NN work_m4vkvi4ixvf4npuqtarxoap2m4 156 27 exported export VBN work_m4vkvi4ixvf4npuqtarxoap2m4 156 28 from from IN work_m4vkvi4ixvf4npuqtarxoap2m4 156 29 UCINET UCINET NNP work_m4vkvi4ixvf4npuqtarxoap2m4 156 30 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 157 1 library(readr library(readr NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 2 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 3 davis davis NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 4 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 5 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 6 as.matrix(read.csv(“davis.txt”,sep as.matrix(read.csv(“davis.txt”,sep NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 7 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 157 8 “ " `` work_m4vkvi4ixvf4npuqtarxoap2m4 157 9 \t \t _SP work_m4vkvi4ixvf4npuqtarxoap2m4 157 10 ” " '' work_m4vkvi4ixvf4npuqtarxoap2m4 157 11 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 12 row.names row.names NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 13 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 157 14 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 15 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 16 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 17 # # $ work_m4vkvi4ixvf4npuqtarxoap2m4 157 18 Create create VB work_m4vkvi4ixvf4npuqtarxoap2m4 157 19 a a DT work_m4vkvi4ixvf4npuqtarxoap2m4 157 20 one one CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 21 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 22 mode mode NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 23 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 24 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 25 multiplying multiply VBG work_m4vkvi4ixvf4npuqtarxoap2m4 157 26 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 157 27 original original JJ work_m4vkvi4ixvf4npuqtarxoap2m4 157 28 matrix matrix NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 29 by by IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 30 its -PRON- PRP$ work_m4vkvi4ixvf4npuqtarxoap2m4 157 31 transpose transpose NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 32 davisonemode davisonemode FW work_m4vkvi4ixvf4npuqtarxoap2m4 157 33 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 34 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 35 davis davis FW work_m4vkvi4ixvf4npuqtarxoap2m4 157 36 % % NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 37 * * CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 38 % % NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 39 t(davis t(davis NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 40 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 41 diag(davisonemode diag(davisonemode NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 42 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 43 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 44 - - : work_m4vkvi4ixvf4npuqtarxoap2m4 157 45 0 0 NFP work_m4vkvi4ixvf4npuqtarxoap2m4 157 46 # # $ work_m4vkvi4ixvf4npuqtarxoap2m4 157 47 Dichotomize dichotomize VB work_m4vkvi4ixvf4npuqtarxoap2m4 157 48 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 157 49 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 50 at at IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 51 all all DT work_m4vkvi4ixvf4npuqtarxoap2m4 157 52 values value NNS work_m4vkvi4ixvf4npuqtarxoap2m4 157 53 davisonemodedic davisonemodedic JJ work_m4vkvi4ixvf4npuqtarxoap2m4 157 54 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 55 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 56 array(dim array(dim NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 57 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 157 58 c(NROW(davi- c(nrow(davi- ADD work_m4vkvi4ixvf4npuqtarxoap2m4 157 59 sonemode),NCOL(davisonemode),max(davisone- sonemode),NCOL(davisonemode),max(davisone- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 60 mode mode NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 61 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 62 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 63 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 64 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 65 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 66 i i PRP work_m4vkvi4ixvf4npuqtarxoap2m4 157 67 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 68 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 69 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 157 70 max(davisonemode max(davisonemode NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 71 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 72 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 73 { { -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 74 davisonemodedic[,,i davisonemodedic[,,i NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 75 ] ] -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 76 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 77 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 78 ifelse(davisonemode ifelse(davisonemode NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 79 > > FW work_m4vkvi4ixvf4npuqtarxoap2m4 157 80 = = NFP work_m4vkvi4ixvf4npuqtarxoap2m4 157 81 i i NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 82 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 83 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 84 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 85 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 86 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 87 } } -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 88 # # JJR work_m4vkvi4ixvf4npuqtarxoap2m4 157 89 Visualize visualize VB work_m4vkvi4ixvf4npuqtarxoap2m4 157 90 all all DT work_m4vkvi4ixvf4npuqtarxoap2m4 157 91 networks network NNS work_m4vkvi4ixvf4npuqtarxoap2m4 157 92 library(sna library(sna . work_m4vkvi4ixvf4npuqtarxoap2m4 157 93 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 94 par(mfrow par(mfrow NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 95 = = NFP work_m4vkvi4ixvf4npuqtarxoap2m4 157 96 c(4,2 c(4,2 ADD work_m4vkvi4ixvf4npuqtarxoap2m4 157 97 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 98 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 99 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 100 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 101 i i PRP work_m4vkvi4ixvf4npuqtarxoap2m4 157 102 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 103 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 104 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 157 105 max(davisonemode max(davisonemode NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 106 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 107 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 108 { { -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 109 plot(as.network(davisonemodedic[,,i plot(as.network(davisonemodedic[,,i NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 110 ] ] -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 111 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 112 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 113 } } -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 114 # # JJR work_m4vkvi4ixvf4npuqtarxoap2m4 157 115 Correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 116 between between IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 117 original original JJ work_m4vkvi4ixvf4npuqtarxoap2m4 157 118 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 119 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 157 120 dichot- dichot- NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 121 omized omized JJ work_m4vkvi4ixvf4npuqtarxoap2m4 157 122 networks network NNS work_m4vkvi4ixvf4npuqtarxoap2m4 157 123 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 124 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 157 125 some some DT work_m4vkvi4ixvf4npuqtarxoap2m4 157 126 descriptive descriptive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 157 127 statistics statistic NNS work_m4vkvi4ixvf4npuqtarxoap2m4 157 128 stats stat NNS work_m4vkvi4ixvf4npuqtarxoap2m4 157 129 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 130 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 131 array(dim array(dim NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 132 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 157 133 c(max(davisonemode),4 c(max(davisonemode),4 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 134 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 135 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 136 colnames(stats colnames(stat NNS work_m4vkvi4ixvf4npuqtarxoap2m4 157 137 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 138 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 139 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 140 c(“Threshold c(“threshold IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 141 ” " '' work_m4vkvi4ixvf4npuqtarxoap2m4 157 142 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 143 “ " `` work_m4vkvi4ixvf4npuqtarxoap2m4 157 144 Correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 145 ” " '' work_m4vkvi4ixvf4npuqtarxoap2m4 157 146 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 147 “ " `` work_m4vkvi4ixvf4npuqtarxoap2m4 157 148 Num Num NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 149 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 150 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 151 s s NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 152 ” " '' work_m4vkvi4ixvf4npuqtarxoap2m4 157 153 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 154 “ " `` work_m4vkvi4ixvf4npuqtarxoap2m4 157 155 Density Density NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 156 ” " '' work_m4vkvi4ixvf4npuqtarxoap2m4 157 157 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 158 for for IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 159 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 160 i i PRP work_m4vkvi4ixvf4npuqtarxoap2m4 157 161 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 162 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 163 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 157 164 max(davisonemode max(davisonemode NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 165 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 166 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 167 { { -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 168 stats[i,1 stats[i,1 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 169 ] ] -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 170 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 171 - - : work_m4vkvi4ixvf4npuqtarxoap2m4 157 172 i i NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 173 stats[i,2 stats[i,2 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 174 ] ] -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 175 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 176 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 177 summary(qaptest(list(davisonemode summary(qaptest(list(davisonemode NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 178 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 179 davisonemodedic[,,i davisonemodedic[,,i NFP work_m4vkvi4ixvf4npuqtarxoap2m4 157 180 ] ] -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 181 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 182 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 183 gcor gcor NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 184 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 185 g1 g1 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 186 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 157 187 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 188 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 157 189 g2 g2 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 190 = = SYM work_m4vkvi4ixvf4npuqtarxoap2m4 157 191 2))$test 2))$test CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 192 stats[i,3 stats[i,3 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 193 ] ] -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 194 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 195 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 196 sum(davisonemodedic[,,i sum(davisonemodedic[,,i NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 197 ] ] -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 198 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 199 stats[i,4 stats[i,4 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 200 ] ] -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 201 < < XX work_m4vkvi4ixvf4npuqtarxoap2m4 157 202 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 157 203 stats[i,3]/(NROW(davisonemode)*(N- stats[i,3]/(NROW(davisonemode)*(N- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 204 ROW(davisonemode row(davisonemode NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 205 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 206 - - : work_m4vkvi4ixvf4npuqtarxoap2m4 157 207 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 208 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 209 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 210 } } -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 157 211 stats stat NNS work_m4vkvi4ixvf4npuqtarxoap2m4 157 212 11 11 CD work_m4vkvi4ixvf4npuqtarxoap2m4 157 213 CONNECTIONS CONNECTIONS NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 214 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 215 A2 a2 NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 216 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 157 217 Screenshot Screenshot NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 218 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 157 219 UCINET UCINET NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 220 ’s ’s POS work_m4vkvi4ixvf4npuqtarxoap2m4 157 221 Interactive Interactive NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 222 Dichotomization Dichotomization NNP work_m4vkvi4ixvf4npuqtarxoap2m4 157 223 routine routine NN work_m4vkvi4ixvf4npuqtarxoap2m4 157 224 ’s ’s POS work_m4vkvi4ixvf4npuqtarxoap2m4 157 225 results result NNS work_m4vkvi4ixvf4npuqtarxoap2m4 157 226 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 158 1 In in IN work_m4vkvi4ixvf4npuqtarxoap2m4 158 2 addition addition NN work_m4vkvi4ixvf4npuqtarxoap2m4 158 3 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 158 4 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 158 5 network network NN work_m4vkvi4ixvf4npuqtarxoap2m4 158 6 could could MD work_m4vkvi4ixvf4npuqtarxoap2m4 158 7 be be VB work_m4vkvi4ixvf4npuqtarxoap2m4 158 8 drawn draw VBN work_m4vkvi4ixvf4npuqtarxoap2m4 158 9 after after IN work_m4vkvi4ixvf4npuqtarxoap2m4 158 10 each each DT work_m4vkvi4ixvf4npuqtarxoap2m4 158 11 step step NN work_m4vkvi4ixvf4npuqtarxoap2m4 158 12 : : : work_m4vkvi4ixvf4npuqtarxoap2m4 158 13 ->draw ->draw NNP work_m4vkvi4ixvf4npuqtarxoap2m4 158 14 d1 d1 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 158 15 ->draw ->draw VB work_m4vkvi4ixvf4npuqtarxoap2m4 158 16 d2 d2 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 158 17 Etc Etc NNP work_m4vkvi4ixvf4npuqtarxoap2m4 158 18 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 159 1 To to TO work_m4vkvi4ixvf4npuqtarxoap2m4 159 2 compute compute VB work_m4vkvi4ixvf4npuqtarxoap2m4 159 3 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 159 4 correlation correlation NN work_m4vkvi4ixvf4npuqtarxoap2m4 159 5 between between IN work_m4vkvi4ixvf4npuqtarxoap2m4 159 6 an an DT work_m4vkvi4ixvf4npuqtarxoap2m4 159 7 original original JJ work_m4vkvi4ixvf4npuqtarxoap2m4 159 8 data data NN work_m4vkvi4ixvf4npuqtarxoap2m4 159 9 set set NN work_m4vkvi4ixvf4npuqtarxoap2m4 159 10 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 159 11 successive successive JJ work_m4vkvi4ixvf4npuqtarxoap2m4 159 12 dichotomizations dichotomization NNS work_m4vkvi4ixvf4npuqtarxoap2m4 159 13 of of IN work_m4vkvi4ixvf4npuqtarxoap2m4 159 14 it -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 159 15 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 159 16 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 159 17 can can MD work_m4vkvi4ixvf4npuqtarxoap2m4 159 18 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 159 19 UCINET UCINET NNP work_m4vkvi4ixvf4npuqtarxoap2m4 159 20 ’s ’ VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 159 21 Transform|Interactively transform|interactively RB work_m4vkvi4ixvf4npuqtarxoap2m4 159 22 Dichoto- Dichoto- NNP work_m4vkvi4ixvf4npuqtarxoap2m4 159 23 mize mize VB work_m4vkvi4ixvf4npuqtarxoap2m4 159 24 procedure procedure NN work_m4vkvi4ixvf4npuqtarxoap2m4 159 25 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 160 1 Figure figure NN work_m4vkvi4ixvf4npuqtarxoap2m4 160 2 A2 a2 NN work_m4vkvi4ixvf4npuqtarxoap2m4 160 3 below below RB work_m4vkvi4ixvf4npuqtarxoap2m4 160 4 shows show VBZ work_m4vkvi4ixvf4npuqtarxoap2m4 160 5 this this DT work_m4vkvi4ixvf4npuqtarxoap2m4 160 6 proce- proce- JJ work_m4vkvi4ixvf4npuqtarxoap2m4 160 7 dure dure NN work_m4vkvi4ixvf4npuqtarxoap2m4 160 8 applied apply VBD work_m4vkvi4ixvf4npuqtarxoap2m4 160 9 to to IN work_m4vkvi4ixvf4npuqtarxoap2m4 160 10 the the DT work_m4vkvi4ixvf4npuqtarxoap2m4 160 11 DGG DGG NNP work_m4vkvi4ixvf4npuqtarxoap2m4 160 12 women woman NNS work_m4vkvi4ixvf4npuqtarxoap2m4 160 13 data datum NNS work_m4vkvi4ixvf4npuqtarxoap2m4 160 14 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 161 1 Finally finally RB work_m4vkvi4ixvf4npuqtarxoap2m4 161 2 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 161 3 to to TO work_m4vkvi4ixvf4npuqtarxoap2m4 161 4 execute execute VB work_m4vkvi4ixvf4npuqtarxoap2m4 161 5 Freeman Freeman NNP work_m4vkvi4ixvf4npuqtarxoap2m4 161 6 ’s ’s POS work_m4vkvi4ixvf4npuqtarxoap2m4 161 7 strong strong JJ work_m4vkvi4ixvf4npuqtarxoap2m4 161 8 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 161 9 weak weak JJ work_m4vkvi4ixvf4npuqtarxoap2m4 161 10 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 161 11 null null NN work_m4vkvi4ixvf4npuqtarxoap2m4 161 12 tie tie NN work_m4vkvi4ixvf4npuqtarxoap2m4 161 13 decomposition decomposition NN work_m4vkvi4ixvf4npuqtarxoap2m4 161 14 based base VBN work_m4vkvi4ixvf4npuqtarxoap2m4 161 15 on on IN work_m4vkvi4ixvf4npuqtarxoap2m4 161 16 g g NN work_m4vkvi4ixvf4npuqtarxoap2m4 161 17 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 161 18 transitivity transitivity NN work_m4vkvi4ixvf4npuqtarxoap2m4 161 19 , , , work_m4vkvi4ixvf4npuqtarxoap2m4 161 20 we -PRON- PRP work_m4vkvi4ixvf4npuqtarxoap2m4 161 21 can can MD work_m4vkvi4ixvf4npuqtarxoap2m4 161 22 use use VB work_m4vkvi4ixvf4npuqtarxoap2m4 161 23 UCINET UCINET NNP work_m4vkvi4ixvf4npuqtarxoap2m4 161 24 ’s ’s POS work_m4vkvi4ixvf4npuqtarxoap2m4 161 25 command command NN work_m4vkvi4ixvf4npuqtarxoap2m4 161 26 line line NN work_m4vkvi4ixvf4npuqtarxoap2m4 161 27 interface interface NN work_m4vkvi4ixvf4npuqtarxoap2m4 161 28 ( ( -LRB- work_m4vkvi4ixvf4npuqtarxoap2m4 161 29 CLI CLI NNP work_m4vkvi4ixvf4npuqtarxoap2m4 161 30 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 161 31 as as IN work_m4vkvi4ixvf4npuqtarxoap2m4 161 32 shown show VBN work_m4vkvi4ixvf4npuqtarxoap2m4 161 33 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 161 34 Table Table NNP work_m4vkvi4ixvf4npuqtarxoap2m4 161 35 A1 A1 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 161 36 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 162 1 Table table NN work_m4vkvi4ixvf4npuqtarxoap2m4 162 2 A1 A1 NNP work_m4vkvi4ixvf4npuqtarxoap2m4 162 3 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 163 1 G g NN work_m4vkvi4ixvf4npuqtarxoap2m4 163 2 - - HYPH work_m4vkvi4ixvf4npuqtarxoap2m4 163 3 transitivity transitivity NN work_m4vkvi4ixvf4npuqtarxoap2m4 163 4 decomposition decomposition NN work_m4vkvi4ixvf4npuqtarxoap2m4 163 5 command command NN work_m4vkvi4ixvf4npuqtarxoap2m4 163 6 line line NN work_m4vkvi4ixvf4npuqtarxoap2m4 163 7 instruction instruction NN work_m4vkvi4ixvf4npuqtarxoap2m4 163 8 and and CC work_m4vkvi4ixvf4npuqtarxoap2m4 163 9 output output NN work_m4vkvi4ixvf4npuqtarxoap2m4 163 10 in in IN work_m4vkvi4ixvf4npuqtarxoap2m4 163 11 UCINET UCINET NNP work_m4vkvi4ixvf4npuqtarxoap2m4 163 12 . . . work_m4vkvi4ixvf4npuqtarxoap2m4 164 1 ->dsp ->dsp NFP work_m4vkvi4ixvf4npuqtarxoap2m4 164 2 gtrans(women gtrans(women NNP work_m4vkvi4ixvf4npuqtarxoap2m4 164 3 ) ) -RRB- work_m4vkvi4ixvf4npuqtarxoap2m4 164 4 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 5 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 6 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 7 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 8 Level level NN work_m4vkvi4ixvf4npuqtarxoap2m4 164 9 Trans trans NN work_m4vkvi4ixvf4npuqtarxoap2m4 164 10 Intrans Intrans NNP work_m4vkvi4ixvf4npuqtarxoap2m4 164 11 Possible possible JJ work_m4vkvi4ixvf4npuqtarxoap2m4 164 12 Prop Prop NNP work_m4vkvi4ixvf4npuqtarxoap2m4 164 13 Trans Trans NNPS work_m4vkvi4ixvf4npuqtarxoap2m4 164 14 -------- -------- NFP work_m4vkvi4ixvf4npuqtarxoap2m4 164 15 -------- -------- NFP work_m4vkvi4ixvf4npuqtarxoap2m4 164 16 -------- -------- NFP work_m4vkvi4ixvf4npuqtarxoap2m4 164 17 -------- -------- NFP work_m4vkvi4ixvf4npuqtarxoap2m4 164 18 -------- -------- NFP work_m4vkvi4ixvf4npuqtarxoap2m4 164 19 7 7 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 20 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 21 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 22 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 23 6 6 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 24 26 26 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 25 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 26 26 26 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 27 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 28 5 5 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 29 30 30 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 30 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 31 30 30 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 32 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 33 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 34 160 160 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 35 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 36 160 160 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 37 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 38 3 3 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 39 526 526 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 40 4 4 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 41 530 530 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 42 0.992 0.992 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 43 2 2 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 44 2,032 2,032 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 45 44 44 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 46 2,076 2,076 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 47 0.979 0.979 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 48 1 1 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 49 3,786 3,786 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 50 292 292 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 51 4,078 4,078 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 52 0.928 0.928 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 53 0 0 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 54 4,448 4,448 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 55 448 448 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 56 4,896 4,896 CD work_m4vkvi4ixvf4npuqtarxoap2m4 164 57 0.908 0.908 CD