id sid tid token lemma pos work_incs6r2ovzfh7ajrv56v5dou4i 1 1 129 129 CD work_incs6r2ovzfh7ajrv56v5dou4i 1 2 © © CD work_incs6r2ovzfh7ajrv56v5dou4i 1 3 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 1 4 Authors author NNS work_incs6r2ovzfh7ajrv56v5dou4i 1 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 2 1 This this DT work_incs6r2ovzfh7ajrv56v5dou4i 2 2 work work NN work_incs6r2ovzfh7ajrv56v5dou4i 2 3 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 2 4 licensed license VBN work_incs6r2ovzfh7ajrv56v5dou4i 2 5 under under IN work_incs6r2ovzfh7ajrv56v5dou4i 2 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 2 7 Creative Creative NNP work_incs6r2ovzfh7ajrv56v5dou4i 2 8 Commons Commons NNP work_incs6r2ovzfh7ajrv56v5dou4i 2 9 Attribution Attribution NNP work_incs6r2ovzfh7ajrv56v5dou4i 2 10 4.0 4.0 CD work_incs6r2ovzfh7ajrv56v5dou4i 2 11 License license NN work_incs6r2ovzfh7ajrv56v5dou4i 2 12 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 2 13 https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/ ADD work_incs6r2ovzfh7ajrv56v5dou4i 2 14 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 2 15 CONNECTIONS CONNECTIONS NNP work_incs6r2ovzfh7ajrv56v5dou4i 2 16 Issue Issue NNP work_incs6r2ovzfh7ajrv56v5dou4i 2 17 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 2 18 | | NNP work_incs6r2ovzfh7ajrv56v5dou4i 2 19 Vol Vol NNP work_incs6r2ovzfh7ajrv56v5dou4i 2 20 . . . work_incs6r2ovzfh7ajrv56v5dou4i 3 1 40Article 40article CD work_incs6r2ovzfh7ajrv56v5dou4i 3 2 | | CD work_incs6r2ovzfh7ajrv56v5dou4i 3 3 DOI DOI NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 3 5 10.21307 10.21307 CD work_incs6r2ovzfh7ajrv56v5dou4i 3 6 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 3 7 connections-2019.018 connections-2019.018 NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 8 COVID-19 COVID-19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 9 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 10 Communication Communication NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 11 Networks Networks NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 12 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 3 13 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 14 : : : work_incs6r2ovzfh7ajrv56v5dou4i 3 15 Identifying Identifying NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 16 Sources Sources NNPS work_incs6r2ovzfh7ajrv56v5dou4i 3 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 3 18 Disseminators Disseminators NNPS work_incs6r2ovzfh7ajrv56v5dou4i 3 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 3 20 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 3 21 Brokers Brokers NNPS work_incs6r2ovzfh7ajrv56v5dou4i 3 22 Ian Ian NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 23 Kim Kim NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 24 * * NFP work_incs6r2ovzfh7ajrv56v5dou4i 3 25 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 3 26 Thomas Thomas NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 27 W. 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NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 28 Valente Valente NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 29 Department Department NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 30 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 3 31 Preventive Preventive NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 32 Medicine Medicine NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 33 , , , work_incs6r2ovzfh7ajrv56v5dou4i 3 34 Keck Keck NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 35 School School NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 36 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 3 37 Medicine Medicine NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 38 , , , work_incs6r2ovzfh7ajrv56v5dou4i 3 39 University University NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 40 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 3 41 Southern Southern NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 42 California California NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 43 , , , work_incs6r2ovzfh7ajrv56v5dou4i 3 44 Los Los NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 45 Angeles Angeles NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 46 , , , work_incs6r2ovzfh7ajrv56v5dou4i 3 47 CA CA NNP work_incs6r2ovzfh7ajrv56v5dou4i 3 48 . . . work_incs6r2ovzfh7ajrv56v5dou4i 4 1 * * NFP work_incs6r2ovzfh7ajrv56v5dou4i 4 2 E e NN work_incs6r2ovzfh7ajrv56v5dou4i 4 3 - - NN work_incs6r2ovzfh7ajrv56v5dou4i 4 4 mail mail NN work_incs6r2ovzfh7ajrv56v5dou4i 4 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 4 6 iank@usc.edu iank@usc.edu JJ work_incs6r2ovzfh7ajrv56v5dou4i 4 7 Abstract Abstract NNP work_incs6r2ovzfh7ajrv56v5dou4i 4 8 Coronavirus Coronavirus NNP work_incs6r2ovzfh7ajrv56v5dou4i 4 9 disease disease NN work_incs6r2ovzfh7ajrv56v5dou4i 4 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 4 11 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 4 12 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 4 13 COVID-19 COVID-19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 4 14 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 4 15 ’s ’s NN work_incs6r2ovzfh7ajrv56v5dou4i 4 16 devastating devastating JJ work_incs6r2ovzfh7ajrv56v5dou4i 4 17 effects effect NNS 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work_incs6r2ovzfh7ajrv56v5dou4i 12 21 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 12 22 generation generation NN work_incs6r2ovzfh7ajrv56v5dou4i 12 23 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 12 24 dissemination dissemination NN work_incs6r2ovzfh7ajrv56v5dou4i 12 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 12 26 suggesting suggest VBG work_incs6r2ovzfh7ajrv56v5dou4i 12 27 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 12 28 lack lack NN work_incs6r2ovzfh7ajrv56v5dou4i 12 29 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 12 30 credibility credibility NN work_incs6r2ovzfh7ajrv56v5dou4i 12 31 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 12 32 accuracy accuracy NN work_incs6r2ovzfh7ajrv56v5dou4i 12 33 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 12 34 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 12 35 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 12 36 . . . work_incs6r2ovzfh7ajrv56v5dou4i 13 1 Inadequate inadequate JJ work_incs6r2ovzfh7ajrv56v5dou4i 13 2 influence influence NN work_incs6r2ovzfh7ajrv56v5dou4i 13 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 13 4 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 13 5 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 13 6 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 13 7 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 13 8 agencies agency NNS work_incs6r2ovzfh7ajrv56v5dou4i 13 9 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 13 10 brokering broker VBG work_incs6r2ovzfh7ajrv56v5dou4i 13 11 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 13 12 contributed contribute VBD work_incs6r2ovzfh7ajrv56v5dou4i 13 13 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 13 14 concerns concern NNS work_incs6r2ovzfh7ajrv56v5dou4i 13 15 about about IN work_incs6r2ovzfh7ajrv56v5dou4i 13 16 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 13 17 spread spread NN work_incs6r2ovzfh7ajrv56v5dou4i 13 18 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 13 19 dis dis NN work_incs6r2ovzfh7ajrv56v5dou4i 13 20 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 13 21 misinformation misinformation NN work_incs6r2ovzfh7ajrv56v5dou4i 13 22 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 13 23 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 13 24 public public NN work_incs6r2ovzfh7ajrv56v5dou4i 13 25 . . . work_incs6r2ovzfh7ajrv56v5dou4i 14 1 Significant significant JJ work_incs6r2ovzfh7ajrv56v5dou4i 14 2 differences difference NNS work_incs6r2ovzfh7ajrv56v5dou4i 14 3 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 14 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 14 5 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 14 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 14 7 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 14 8 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 14 9 existed exist VBD work_incs6r2ovzfh7ajrv56v5dou4i 14 10 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 14 11 roles role NNS work_incs6r2ovzfh7ajrv56v5dou4i 14 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 14 13 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 14 14 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 14 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 15 1 Conceptual conceptual JJ work_incs6r2ovzfh7ajrv56v5dou4i 15 2 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 15 3 practical practical JJ work_incs6r2ovzfh7ajrv56v5dou4i 15 4 implications implication NNS work_incs6r2ovzfh7ajrv56v5dou4i 15 5 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 15 6 emergency emergency NN work_incs6r2ovzfh7ajrv56v5dou4i 15 7 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 15 8 strategies strategy NNS work_incs6r2ovzfh7ajrv56v5dou4i 15 9 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 15 10 discussed discuss VBN work_incs6r2ovzfh7ajrv56v5dou4i 15 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 16 1 Keywords keyword NNS work_incs6r2ovzfh7ajrv56v5dou4i 16 2 COVID COVID NNP work_incs6r2ovzfh7ajrv56v5dou4i 16 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 16 4 Information information NN work_incs6r2ovzfh7ajrv56v5dou4i 16 5 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 16 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 16 7 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 16 8 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 16 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 16 10 Social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 16 11 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 16 12 analysis analysis NN work_incs6r2ovzfh7ajrv56v5dou4i 16 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 16 14 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 16 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 17 1 Since since IN work_incs6r2ovzfh7ajrv56v5dou4i 17 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 17 3 first first JJ work_incs6r2ovzfh7ajrv56v5dou4i 17 4 case case NN work_incs6r2ovzfh7ajrv56v5dou4i 17 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 17 6 Coronavirus Coronavirus NNP work_incs6r2ovzfh7ajrv56v5dou4i 17 7 Disease Disease NNP work_incs6r2ovzfh7ajrv56v5dou4i 17 8 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 17 9 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 17 10 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 17 11 COVID-19 COVID-19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 17 12 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 17 13 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 17 14 confirmed confirm VBN work_incs6r2ovzfh7ajrv56v5dou4i 17 15 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 17 16 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 17 17 United United NNP work_incs6r2ovzfh7ajrv56v5dou4i 17 18 States States NNP work_incs6r2ovzfh7ajrv56v5dou4i 17 19 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 17 20 January January NNP work_incs6r2ovzfh7ajrv56v5dou4i 17 21 21 21 CD work_incs6r2ovzfh7ajrv56v5dou4i 17 22 , , , work_incs6r2ovzfh7ajrv56v5dou4i 17 23 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 17 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 17 25 over over IN work_incs6r2ovzfh7ajrv56v5dou4i 17 26 13 13 CD work_incs6r2ovzfh7ajrv56v5dou4i 17 27 million million CD work_incs6r2ovzfh7ajrv56v5dou4i 17 28 people people NNS work_incs6r2ovzfh7ajrv56v5dou4i 17 29 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 17 30 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 17 31 U.S. U.S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 17 32 have have VBP work_incs6r2ovzfh7ajrv56v5dou4i 17 33 confirmed confirm VBN work_incs6r2ovzfh7ajrv56v5dou4i 17 34 cases case NNS work_incs6r2ovzfh7ajrv56v5dou4i 17 35 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 17 36 COVID-19 covid-19 CD work_incs6r2ovzfh7ajrv56v5dou4i 17 37 . . . work_incs6r2ovzfh7ajrv56v5dou4i 18 1 Despite despite IN work_incs6r2ovzfh7ajrv56v5dou4i 18 2 multiple multiple JJ work_incs6r2ovzfh7ajrv56v5dou4i 18 3 national- national- NN work_incs6r2ovzfh7ajrv56v5dou4i 18 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 18 5 state state NN work_incs6r2ovzfh7ajrv56v5dou4i 18 6 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 18 7 wide wide JJ work_incs6r2ovzfh7ajrv56v5dou4i 18 8 interventions intervention NNS work_incs6r2ovzfh7ajrv56v5dou4i 18 9 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 18 10 prevention prevention NN work_incs6r2ovzfh7ajrv56v5dou4i 18 11 measures measure NNS work_incs6r2ovzfh7ajrv56v5dou4i 18 12 including include VBG work_incs6r2ovzfh7ajrv56v5dou4i 18 13 banning ban VBG work_incs6r2ovzfh7ajrv56v5dou4i 18 14 non non JJ work_incs6r2ovzfh7ajrv56v5dou4i 18 15 - - JJ work_incs6r2ovzfh7ajrv56v5dou4i 18 16 essential essential JJ work_incs6r2ovzfh7ajrv56v5dou4i 18 17 travel travel NN work_incs6r2ovzfh7ajrv56v5dou4i 18 18 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 18 19 stay stay VB work_incs6r2ovzfh7ajrv56v5dou4i 18 20 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 18 21 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 18 22 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 18 23 home home NN work_incs6r2ovzfh7ajrv56v5dou4i 18 24 orders order NNS work_incs6r2ovzfh7ajrv56v5dou4i 18 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 18 26 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 18 27 April April NNP work_incs6r2ovzfh7ajrv56v5dou4i 18 28 12 12 CD work_incs6r2ovzfh7ajrv56v5dou4i 18 29 , , , work_incs6r2ovzfh7ajrv56v5dou4i 18 30 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 18 31 USA USA NNP work_incs6r2ovzfh7ajrv56v5dou4i 18 32 became become VBD work_incs6r2ovzfh7ajrv56v5dou4i 18 33 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 18 34 nation nation NN work_incs6r2ovzfh7ajrv56v5dou4i 18 35 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 18 36 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 18 37 most most JJS work_incs6r2ovzfh7ajrv56v5dou4i 18 38 deaths death NNS work_incs6r2ovzfh7ajrv56v5dou4i 18 39 globally globally RB work_incs6r2ovzfh7ajrv56v5dou4i 18 40 . . . work_incs6r2ovzfh7ajrv56v5dou4i 19 1 As as IN work_incs6r2ovzfh7ajrv56v5dou4i 19 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 19 3 December December NNP work_incs6r2ovzfh7ajrv56v5dou4i 19 4 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 19 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 19 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 19 7 U.S. U.S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 19 8 death death NN work_incs6r2ovzfh7ajrv56v5dou4i 19 9 toll toll NN work_incs6r2ovzfh7ajrv56v5dou4i 19 10 surpassed surpass VBD work_incs6r2ovzfh7ajrv56v5dou4i 19 11 271,000 271,000 CD work_incs6r2ovzfh7ajrv56v5dou4i 19 12 . . . work_incs6r2ovzfh7ajrv56v5dou4i 20 1 Providing provide VBG work_incs6r2ovzfh7ajrv56v5dou4i 20 2 up up RB work_incs6r2ovzfh7ajrv56v5dou4i 20 3 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 20 4 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 20 5 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 20 6 date date NN work_incs6r2ovzfh7ajrv56v5dou4i 20 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 20 8 accurate accurate JJ work_incs6r2ovzfh7ajrv56v5dou4i 20 9 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 20 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 20 11 deli- deli- VB work_incs6r2ovzfh7ajrv56v5dou4i 20 12 vering vere VBG work_incs6r2ovzfh7ajrv56v5dou4i 20 13 key key JJ work_incs6r2ovzfh7ajrv56v5dou4i 20 14 messages message NNS work_incs6r2ovzfh7ajrv56v5dou4i 20 15 timely timely JJ work_incs6r2ovzfh7ajrv56v5dou4i 20 16 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 20 17 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 20 18 public public NN work_incs6r2ovzfh7ajrv56v5dou4i 20 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 20 20 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 20 21 controlling control VBG work_incs6r2ovzfh7ajrv56v5dou4i 20 22 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 20 23 spread spread NN work_incs6r2ovzfh7ajrv56v5dou4i 20 24 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 20 25 dis dis NN work_incs6r2ovzfh7ajrv56v5dou4i 20 26 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 20 27 misinformation misinformation NN work_incs6r2ovzfh7ajrv56v5dou4i 20 28 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 20 29 play play VB work_incs6r2ovzfh7ajrv56v5dou4i 20 30 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 20 31 crucial crucial JJ work_incs6r2ovzfh7ajrv56v5dou4i 20 32 role role NN work_incs6r2ovzfh7ajrv56v5dou4i 20 33 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 20 34 managing manage VBG work_incs6r2ovzfh7ajrv56v5dou4i 20 35 epidemics epidemic NNS work_incs6r2ovzfh7ajrv56v5dou4i 20 36 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 20 37 Homeland Homeland NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 38 Security Security NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 39 Council Council NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 40 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 20 41 US US NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 42 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 20 43 , , , work_incs6r2ovzfh7ajrv56v5dou4i 20 44 2006 2006 CD work_incs6r2ovzfh7ajrv56v5dou4i 20 45 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 20 46 World World NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 47 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 48 Organization Organization NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 49 , , , work_incs6r2ovzfh7ajrv56v5dou4i 20 50 2009 2009 CD work_incs6r2ovzfh7ajrv56v5dou4i 20 51 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 20 52 Centers Centers NNPS work_incs6r2ovzfh7ajrv56v5dou4i 20 53 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 20 54 Disease Disease NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 55 Control Control NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 56 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 20 57 Prevention Prevention NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 58 , , , work_incs6r2ovzfh7ajrv56v5dou4i 20 59 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 20 60 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 20 61 Department Department NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 62 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 20 63 Homeland Homeland NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 64 Security Security NNP work_incs6r2ovzfh7ajrv56v5dou4i 20 65 , , , work_incs6r2ovzfh7ajrv56v5dou4i 20 66 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 20 67 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 20 68 . . . work_incs6r2ovzfh7ajrv56v5dou4i 21 1 COVID-19 COVID-19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 21 2 ’s ’ VBG work_incs6r2ovzfh7ajrv56v5dou4i 21 3 devastating devastating JJ work_incs6r2ovzfh7ajrv56v5dou4i 21 4 effects effect NNS work_incs6r2ovzfh7ajrv56v5dou4i 21 5 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 21 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 21 7 physical physical JJ work_incs6r2ovzfh7ajrv56v5dou4i 21 8 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 21 9 mental mental JJ work_incs6r2ovzfh7ajrv56v5dou4i 21 10 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 21 11 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 21 12 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 21 13 public public NN work_incs6r2ovzfh7ajrv56v5dou4i 21 14 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 21 15 unlike unlike IN work_incs6r2ovzfh7ajrv56v5dou4i 21 16 previous previous JJ work_incs6r2ovzfh7ajrv56v5dou4i 21 17 medical medical JJ work_incs6r2ovzfh7ajrv56v5dou4i 21 18 crises crisis NNS work_incs6r2ovzfh7ajrv56v5dou4i 21 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 21 20 130 130 CD work_incs6r2ovzfh7ajrv56v5dou4i 21 21 COVID-19 covid-19 NN work_incs6r2ovzfh7ajrv56v5dou4i 21 22 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 21 23 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 21 24 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 21 25 part part NN work_incs6r2ovzfh7ajrv56v5dou4i 21 26 because because IN work_incs6r2ovzfh7ajrv56v5dou4i 21 27 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 21 28 people people NNS work_incs6r2ovzfh7ajrv56v5dou4i 21 29 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 21 30 collective collective JJ work_incs6r2ovzfh7ajrv56v5dou4i 21 31 access access NN work_incs6r2ovzfh7ajrv56v5dou4i 21 32 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 21 33 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 21 34 technologies technology NNS work_incs6r2ovzfh7ajrv56v5dou4i 21 35 . . . work_incs6r2ovzfh7ajrv56v5dou4i 22 1 COVID-19 COVID-19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 22 2 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 22 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 22 4 first first JJ work_incs6r2ovzfh7ajrv56v5dou4i 22 5 pandemic pandemic NN work_incs6r2ovzfh7ajrv56v5dou4i 22 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 22 7 its -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 22 8 kind kind NN 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NNP work_incs6r2ovzfh7ajrv56v5dou4i 31 26 , , , work_incs6r2ovzfh7ajrv56v5dou4i 31 27 2015 2015 CD work_incs6r2ovzfh7ajrv56v5dou4i 31 28 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 31 29 . . . work_incs6r2ovzfh7ajrv56v5dou4i 32 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 32 2 hashtag hashtag JJ work_incs6r2ovzfh7ajrv56v5dou4i 32 3 symbol symbol NN work_incs6r2ovzfh7ajrv56v5dou4i 32 4 “ " `` work_incs6r2ovzfh7ajrv56v5dou4i 32 5 # # NN work_incs6r2ovzfh7ajrv56v5dou4i 32 6 ” " '' work_incs6r2ovzfh7ajrv56v5dou4i 32 7 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 32 8 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 32 9 used use VBN work_incs6r2ovzfh7ajrv56v5dou4i 32 10 before before IN work_incs6r2ovzfh7ajrv56v5dou4i 32 11 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 32 12 relevant relevant JJ work_incs6r2ovzfh7ajrv56v5dou4i 32 13 keyword keyword NN work_incs6r2ovzfh7ajrv56v5dou4i 32 14 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 32 15 initiate initiate VB work_incs6r2ovzfh7ajrv56v5dou4i 32 16 conversations conversation NNS work_incs6r2ovzfh7ajrv56v5dou4i 32 17 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 32 18 contribute contribute VB work_incs6r2ovzfh7ajrv56v5dou4i 32 19 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 32 20 discussions discussion NNS work_incs6r2ovzfh7ajrv56v5dou4i 32 21 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 32 22 existing exist VBG work_incs6r2ovzfh7ajrv56v5dou4i 32 23 topics topic NNS work_incs6r2ovzfh7ajrv56v5dou4i 32 24 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 32 25 showing show VBG work_incs6r2ovzfh7ajrv56v5dou4i 32 26 their -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 32 27 tweets tweet NNS work_incs6r2ovzfh7ajrv56v5dou4i 32 28 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 32 29 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 32 30 search search NN work_incs6r2ovzfh7ajrv56v5dou4i 32 31 . . . work_incs6r2ovzfh7ajrv56v5dou4i 33 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 33 2 use use NN work_incs6r2ovzfh7ajrv56v5dou4i 33 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 33 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 33 5 hashtag hashtag NN work_incs6r2ovzfh7ajrv56v5dou4i 33 6 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 33 7 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 33 8 indicates indicate VBZ work_incs6r2ovzfh7ajrv56v5dou4i 33 9 self self NN work_incs6r2ovzfh7ajrv56v5dou4i 33 10 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 33 11 association association NN work_incs6r2ovzfh7ajrv56v5dou4i 33 12 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 33 13 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 33 14 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 33 15 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 33 16 an an DT work_incs6r2ovzfh7ajrv56v5dou4i 33 17 issue issue NN work_incs6r2ovzfh7ajrv56v5dou4i 33 18 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 33 19 Gruzd Gruzd NNP work_incs6r2ovzfh7ajrv56v5dou4i 33 20 et et FW work_incs6r2ovzfh7ajrv56v5dou4i 33 21 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 33 22 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 33 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 33 24 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 33 25 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 33 26 Gleason Gleason NNP work_incs6r2ovzfh7ajrv56v5dou4i 33 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 33 28 2013 2013 CD work_incs6r2ovzfh7ajrv56v5dou4i 33 29 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 33 30 . . . work_incs6r2ovzfh7ajrv56v5dou4i 34 1 As as IN work_incs6r2ovzfh7ajrv56v5dou4i 34 2 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 34 3 interact interact VBP work_incs6r2ovzfh7ajrv56v5dou4i 34 4 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 34 5 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 34 6 space space NN work_incs6r2ovzfh7ajrv56v5dou4i 34 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 34 8 they -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 34 9 form form VBP work_incs6r2ovzfh7ajrv56v5dou4i 34 10 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 34 11 that that WDT work_incs6r2ovzfh7ajrv56v5dou4i 34 12 emerge emerge VBP work_incs6r2ovzfh7ajrv56v5dou4i 34 13 into into IN work_incs6r2ovzfh7ajrv56v5dou4i 34 14 complex complex JJ work_incs6r2ovzfh7ajrv56v5dou4i 34 15 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 34 16 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 34 17 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 34 18 . . . work_incs6r2ovzfh7ajrv56v5dou4i 35 1 Essentially essentially RB work_incs6r2ovzfh7ajrv56v5dou4i 35 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 35 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 35 4 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 35 5 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 35 6 asymmetric asymmetric JJ work_incs6r2ovzfh7ajrv56v5dou4i 35 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 35 8 since since IN work_incs6r2ovzfh7ajrv56v5dou4i 35 9 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 35 10 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 35 11 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 35 12 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 35 13 retweeted retweete VBN work_incs6r2ovzfh7ajrv56v5dou4i 35 14 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 35 15 mentioned mention VBN work_incs6r2ovzfh7ajrv56v5dou4i 35 16 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 35 17 another another DT work_incs6r2ovzfh7ajrv56v5dou4i 35 18 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 35 19 does do VBZ work_incs6r2ovzfh7ajrv56v5dou4i 35 20 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 35 21 necessarily necessarily RB work_incs6r2ovzfh7ajrv56v5dou4i 35 22 have have VB work_incs6r2ovzfh7ajrv56v5dou4i 35 23 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 35 24 reciprocate reciprocate VB work_incs6r2ovzfh7ajrv56v5dou4i 35 25 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 35 26 retweeting retweete VBG work_incs6r2ovzfh7ajrv56v5dou4i 35 27 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 35 28 mentioning mention VBG work_incs6r2ovzfh7ajrv56v5dou4i 35 29 them -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 35 30 back back RB work_incs6r2ovzfh7ajrv56v5dou4i 35 31 . . . work_incs6r2ovzfh7ajrv56v5dou4i 36 1 Due due IN work_incs6r2ovzfh7ajrv56v5dou4i 36 2 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 36 3 this this DT work_incs6r2ovzfh7ajrv56v5dou4i 36 4 asymmetry asymmetry NN work_incs6r2ovzfh7ajrv56v5dou4i 36 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 36 6 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 36 7 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 36 8 re re VB work_incs6r2ovzfh7ajrv56v5dou4i 36 9 - - VB work_incs6r2ovzfh7ajrv56v5dou4i 36 10 create create VB work_incs6r2ovzfh7ajrv56v5dou4i 36 11 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 36 12 reinforce reinforce VB work_incs6r2ovzfh7ajrv56v5dou4i 36 13 traditional traditional JJ work_incs6r2ovzfh7ajrv56v5dou4i 36 14 hierarchical hierarchical JJ work_incs6r2ovzfh7ajrv56v5dou4i 36 15 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 36 16 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 36 17 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 36 18 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 36 19 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 36 20 relying rely VBG work_incs6r2ovzfh7ajrv56v5dou4i 36 21 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 36 22 just just RB work_incs6r2ovzfh7ajrv56v5dou4i 36 23 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 36 24 few few JJ work_incs6r2ovzfh7ajrv56v5dou4i 36 25 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 36 26 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 36 27 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 36 28 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 36 29 choosing choose VBG work_incs6r2ovzfh7ajrv56v5dou4i 36 30 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 36 31 limit limit VB work_incs6r2ovzfh7ajrv56v5dou4i 36 32 interactions interaction NNS work_incs6r2ovzfh7ajrv56v5dou4i 36 33 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 36 34 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 36 35 select select JJ work_incs6r2ovzfh7ajrv56v5dou4i 36 36 group group NN work_incs6r2ovzfh7ajrv56v5dou4i 36 37 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 36 38 similar similar JJ work_incs6r2ovzfh7ajrv56v5dou4i 36 39 others other NNS work_incs6r2ovzfh7ajrv56v5dou4i 36 40 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 36 41 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 36 42 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 36 43 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 36 44 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 36 45 , , , work_incs6r2ovzfh7ajrv56v5dou4i 36 46 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 36 47 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 36 48 . . . work_incs6r2ovzfh7ajrv56v5dou4i 37 1 Thus thus RB work_incs6r2ovzfh7ajrv56v5dou4i 37 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 37 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 37 4 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 37 5 built build VBN work_incs6r2ovzfh7ajrv56v5dou4i 37 6 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 37 7 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 37 8 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 37 9 indicators indicator NNS work_incs6r2ovzfh7ajrv56v5dou4i 37 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 37 11 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 37 12 sharing sharing NN work_incs6r2ovzfh7ajrv56v5dou4i 37 13 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 37 14 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 37 15 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 37 16 reflect reflect VBP work_incs6r2ovzfh7ajrv56v5dou4i 37 17 patterns pattern NNS work_incs6r2ovzfh7ajrv56v5dou4i 37 18 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 37 19 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 37 20 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 37 21 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 37 22 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 37 23 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 37 24 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 37 25 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 37 26 , , , work_incs6r2ovzfh7ajrv56v5dou4i 37 27 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 37 28 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 37 29 Majmundar Majmundar NNP work_incs6r2ovzfh7ajrv56v5dou4i 37 30 et et FW work_incs6r2ovzfh7ajrv56v5dou4i 37 31 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 37 32 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 37 33 , , , work_incs6r2ovzfh7ajrv56v5dou4i 37 34 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 37 35 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 37 36 . . . work_incs6r2ovzfh7ajrv56v5dou4i 38 1 There there EX work_incs6r2ovzfh7ajrv56v5dou4i 38 2 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 38 3 many many JJ work_incs6r2ovzfh7ajrv56v5dou4i 38 4 studies study NNS work_incs6r2ovzfh7ajrv56v5dou4i 38 5 that that WDT work_incs6r2ovzfh7ajrv56v5dou4i 38 6 have have VBP work_incs6r2ovzfh7ajrv56v5dou4i 38 7 examined examine VBN work_incs6r2ovzfh7ajrv56v5dou4i 38 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 38 9 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 38 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 38 11 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 38 12 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 38 13 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 38 14 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 15 that that WDT work_incs6r2ovzfh7ajrv56v5dou4i 38 16 provide provide VBP work_incs6r2ovzfh7ajrv56v5dou4i 38 17 insights insight NNS work_incs6r2ovzfh7ajrv56v5dou4i 38 18 about about IN work_incs6r2ovzfh7ajrv56v5dou4i 38 19 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 38 20 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 38 21 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 38 22 political political JJ work_incs6r2ovzfh7ajrv56v5dou4i 38 23 campaigns campaign NNS work_incs6r2ovzfh7ajrv56v5dou4i 38 24 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 38 25 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 38 26 movements movement NNS work_incs6r2ovzfh7ajrv56v5dou4i 38 27 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 38 28 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 29 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 30 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 31 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 32 , , , work_incs6r2ovzfh7ajrv56v5dou4i 38 33 2012 2012 CD work_incs6r2ovzfh7ajrv56v5dou4i 38 34 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 38 35 Ansari Ansari NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 36 , , , work_incs6r2ovzfh7ajrv56v5dou4i 38 37 2013 2013 CD work_incs6r2ovzfh7ajrv56v5dou4i 38 38 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 38 39 Harris Harris NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 40 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 41 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 42 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 43 , , , work_incs6r2ovzfh7ajrv56v5dou4i 38 44 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 38 45 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 38 46 Kruikemeier Kruikemeier NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 47 , , , work_incs6r2ovzfh7ajrv56v5dou4i 38 48 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 38 49 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 38 50 Shin Shin NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 51 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 52 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 53 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 54 , , , work_incs6r2ovzfh7ajrv56v5dou4i 38 55 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 38 56 , , , work_incs6r2ovzfh7ajrv56v5dou4i 38 57 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 38 58 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 38 59 Recuero Recuero NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 60 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 61 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 62 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 38 63 , , , work_incs6r2ovzfh7ajrv56v5dou4i 38 64 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 38 65 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 38 66 . . . work_incs6r2ovzfh7ajrv56v5dou4i 39 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 39 2 patterns pattern NNS work_incs6r2ovzfh7ajrv56v5dou4i 39 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 39 4 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 39 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 39 6 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 39 7 groups group NNS work_incs6r2ovzfh7ajrv56v5dou4i 39 8 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 39 9 vary vary VB work_incs6r2ovzfh7ajrv56v5dou4i 39 10 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 39 11 topics topic NNS work_incs6r2ovzfh7ajrv56v5dou4i 39 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 39 13 cultures culture NNS work_incs6r2ovzfh7ajrv56v5dou4i 39 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 39 15 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 39 16 languages language NNS work_incs6r2ovzfh7ajrv56v5dou4i 39 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 40 1 Although although IN work_incs6r2ovzfh7ajrv56v5dou4i 40 2 few few JJ work_incs6r2ovzfh7ajrv56v5dou4i 40 3 recent recent JJ work_incs6r2ovzfh7ajrv56v5dou4i 40 4 studies study NNS work_incs6r2ovzfh7ajrv56v5dou4i 40 5 investigated investigate VBD work_incs6r2ovzfh7ajrv56v5dou4i 40 6 Ebola Ebola NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 7 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 40 8 dissemination dissemination NN work_incs6r2ovzfh7ajrv56v5dou4i 40 9 patterns pattern NNS work_incs6r2ovzfh7ajrv56v5dou4i 40 10 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 40 11 Harris Harris NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 12 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 13 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 14 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 40 16 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 40 17 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 40 18 Liang Liang NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 19 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 20 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 21 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 22 , , , work_incs6r2ovzfh7ajrv56v5dou4i 40 23 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 40 24 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 40 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 40 26 their -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 40 27 analysis analysis NN work_incs6r2ovzfh7ajrv56v5dou4i 40 28 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 40 29 limited limit VBN work_incs6r2ovzfh7ajrv56v5dou4i 40 30 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 40 31 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 40 32 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 40 33 , , , work_incs6r2ovzfh7ajrv56v5dou4i 40 34 which which WDT work_incs6r2ovzfh7ajrv56v5dou4i 40 35 together together RB work_incs6r2ovzfh7ajrv56v5dou4i 40 36 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 40 37 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 40 38 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 40 39 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 40 40 provide provide VB work_incs6r2ovzfh7ajrv56v5dou4i 40 41 an an DT work_incs6r2ovzfh7ajrv56v5dou4i 40 42 understanding understanding NN work_incs6r2ovzfh7ajrv56v5dou4i 40 43 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 40 44 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 40 45 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 40 46 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 40 47 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 48 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 40 49 Conover Conover NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 50 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 51 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 52 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 40 53 , , , work_incs6r2ovzfh7ajrv56v5dou4i 40 54 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 40 55 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 40 56 . . . work_incs6r2ovzfh7ajrv56v5dou4i 41 1 To to IN work_incs6r2ovzfh7ajrv56v5dou4i 41 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 41 3 best good JJS work_incs6r2ovzfh7ajrv56v5dou4i 41 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 41 5 our -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 41 6 knowledge knowledge NN work_incs6r2ovzfh7ajrv56v5dou4i 41 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 41 8 this this DT work_incs6r2ovzfh7ajrv56v5dou4i 41 9 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 41 10 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 41 11 first first JJ work_incs6r2ovzfh7ajrv56v5dou4i 41 12 study study NN work_incs6r2ovzfh7ajrv56v5dou4i 41 13 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 41 14 examine examine VB work_incs6r2ovzfh7ajrv56v5dou4i 41 15 both both CC work_incs6r2ovzfh7ajrv56v5dou4i 41 16 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 41 17 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 41 18 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 41 19 mention mention VB work_incs6r2ovzfh7ajrv56v5dou4i 41 20 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 41 21 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 41 22 understand understand VB work_incs6r2ovzfh7ajrv56v5dou4i 41 23 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 41 24 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 41 25 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 41 26 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 41 27 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 41 28 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 41 29 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 41 30 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 41 31 Americans Americans NNPS work_incs6r2ovzfh7ajrv56v5dou4i 41 32 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 41 33 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 41 34 pandemic pandemic NN work_incs6r2ovzfh7ajrv56v5dou4i 41 35 . . . work_incs6r2ovzfh7ajrv56v5dou4i 42 1 Structural structural JJ work_incs6r2ovzfh7ajrv56v5dou4i 42 2 characteristics characteristic NNS work_incs6r2ovzfh7ajrv56v5dou4i 42 3 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 42 4 examined examine VBN work_incs6r2ovzfh7ajrv56v5dou4i 42 5 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 42 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 42 7 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 42 8 level level NN work_incs6r2ovzfh7ajrv56v5dou4i 42 9 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 42 10 address address VB work_incs6r2ovzfh7ajrv56v5dou4i 42 11 our -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 42 12 overarching overarch VBG work_incs6r2ovzfh7ajrv56v5dou4i 42 13 research research NN work_incs6r2ovzfh7ajrv56v5dou4i 42 14 question question NN work_incs6r2ovzfh7ajrv56v5dou4i 42 15 : : : work_incs6r2ovzfh7ajrv56v5dou4i 42 16 Is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 42 17 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 42 18 current current JJ work_incs6r2ovzfh7ajrv56v5dou4i 42 19 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 42 20 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 42 21 COVID-19 covid-19 JJ work_incs6r2ovzfh7ajrv56v5dou4i 42 22 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 42 23 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 42 24 effectively effectively RB work_incs6r2ovzfh7ajrv56v5dou4i 42 25 leveraged leverage VBD work_incs6r2ovzfh7ajrv56v5dou4i 42 26 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 42 27 facilitate facilitate VB work_incs6r2ovzfh7ajrv56v5dou4i 42 28 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 42 29 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 42 30 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 42 31 valid valid JJ work_incs6r2ovzfh7ajrv56v5dou4i 42 32 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 42 33 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 42 34 this this DT work_incs6r2ovzfh7ajrv56v5dou4i 42 35 crisis crisis NN work_incs6r2ovzfh7ajrv56v5dou4i 42 36 ? ? . work_incs6r2ovzfh7ajrv56v5dou4i 43 1 Information information NN work_incs6r2ovzfh7ajrv56v5dou4i 43 2 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 43 3 diffuse diffuse VB work_incs6r2ovzfh7ajrv56v5dou4i 43 4 most most RBS work_incs6r2ovzfh7ajrv56v5dou4i 43 5 effectively effectively RB work_incs6r2ovzfh7ajrv56v5dou4i 43 6 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 43 7 crises crisis NNS work_incs6r2ovzfh7ajrv56v5dou4i 43 8 if if IN work_incs6r2ovzfh7ajrv56v5dou4i 43 9 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 43 10 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 43 11 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 43 12 sufficiently sufficiently RB work_incs6r2ovzfh7ajrv56v5dou4i 43 13 dense dense JJ work_incs6r2ovzfh7ajrv56v5dou4i 43 14 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 43 15 low low JJ work_incs6r2ovzfh7ajrv56v5dou4i 43 16 rates rate NNS work_incs6r2ovzfh7ajrv56v5dou4i 43 17 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 43 18 clustering cluster VBG work_incs6r2ovzfh7ajrv56v5dou4i 43 19 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 43 20 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 43 21 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 43 22 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 43 23 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 43 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 43 25 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 43 26 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 43 27 . . . work_incs6r2ovzfh7ajrv56v5dou4i 44 1 Ideally ideally RB work_incs6r2ovzfh7ajrv56v5dou4i 44 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 44 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 44 4 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 44 5 COVID-19 COVID-19 , work_incs6r2ovzfh7ajrv56v5dou4i 44 6 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 44 7 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 44 8 would would MD work_incs6r2ovzfh7ajrv56v5dou4i 44 9 have have VB work_incs6r2ovzfh7ajrv56v5dou4i 44 10 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 44 11 audience audience NN work_incs6r2ovzfh7ajrv56v5dou4i 44 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 44 13 spread spread VB work_incs6r2ovzfh7ajrv56v5dou4i 44 14 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 44 15 quickly quickly RB work_incs6r2ovzfh7ajrv56v5dou4i 44 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 45 1 Thus thus RB work_incs6r2ovzfh7ajrv56v5dou4i 45 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 45 3 we -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 45 4 evaluated evaluate VBD work_incs6r2ovzfh7ajrv56v5dou4i 45 5 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 45 6 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 45 7 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 45 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 45 9 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 45 10 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 45 11 mention mention VB work_incs6r2ovzfh7ajrv56v5dou4i 45 12 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 45 13 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 45 14 particular particular JJ work_incs6r2ovzfh7ajrv56v5dou4i 45 15 attention attention NN work_incs6r2ovzfh7ajrv56v5dou4i 45 16 paid pay VBN work_incs6r2ovzfh7ajrv56v5dou4i 45 17 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 45 18 its -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 45 19 connectivity connectivity NN work_incs6r2ovzfh7ajrv56v5dou4i 45 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 45 21 modularity modularity NN work_incs6r2ovzfh7ajrv56v5dou4i 45 22 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 45 23 direction direction NN work_incs6r2ovzfh7ajrv56v5dou4i 45 24 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 45 25 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 45 26 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 45 27 . . . work_incs6r2ovzfh7ajrv56v5dou4i 46 1 Influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 46 2 COVID-19 covid-19 NN work_incs6r2ovzfh7ajrv56v5dou4i 46 3 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 46 4 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 46 5 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 46 6 identified identify VBN work_incs6r2ovzfh7ajrv56v5dou4i 46 7 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 46 8 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 46 9 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work_incs6r2ovzfh7ajrv56v5dou4i 47 32 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 47 33 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 47 34 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 47 35 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 47 36 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 47 37 ensure ensure VB work_incs6r2ovzfh7ajrv56v5dou4i 47 38 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 47 39 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 47 40 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 47 41 accurate accurate JJ work_incs6r2ovzfh7ajrv56v5dou4i 47 42 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 47 43 continues continue VBZ work_incs6r2ovzfh7ajrv56v5dou4i 47 44 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 47 45 flow flow VB work_incs6r2ovzfh7ajrv56v5dou4i 47 46 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 47 47 World World NNP work_incs6r2ovzfh7ajrv56v5dou4i 47 48 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 47 49 Organization Organization NNP work_incs6r2ovzfh7ajrv56v5dou4i 47 50 , , , work_incs6r2ovzfh7ajrv56v5dou4i 47 51 2009 2009 CD work_incs6r2ovzfh7ajrv56v5dou4i 47 52 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 47 53 Centers Centers NNPS work_incs6r2ovzfh7ajrv56v5dou4i 47 54 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 47 55 Disease Disease NNP work_incs6r2ovzfh7ajrv56v5dou4i 47 56 Control Control NNP work_incs6r2ovzfh7ajrv56v5dou4i 47 57 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 47 58 Prevention Prevention NNP work_incs6r2ovzfh7ajrv56v5dou4i 47 59 , , , work_incs6r2ovzfh7ajrv56v5dou4i 47 60 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 47 61 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 47 62 . . . work_incs6r2ovzfh7ajrv56v5dou4i 48 1 Thus thus RB work_incs6r2ovzfh7ajrv56v5dou4i 48 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 48 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 48 4 aim aim NN work_incs6r2ovzfh7ajrv56v5dou4i 48 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 48 6 this this DT work_incs6r2ovzfh7ajrv56v5dou4i 48 7 study study NN 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work_incs6r2ovzfh7ajrv56v5dou4i 49 6 significantly significantly RB work_incs6r2ovzfh7ajrv56v5dou4i 49 7 contribute contribute VB work_incs6r2ovzfh7ajrv56v5dou4i 49 8 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 49 9 public public JJ work_incs6r2ovzfh7ajrv56v5dou4i 49 10 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 49 11 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 49 12 helping help VBG work_incs6r2ovzfh7ajrv56v5dou4i 49 13 devise devise VB work_incs6r2ovzfh7ajrv56v5dou4i 49 14 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 49 15 effective effective JJ work_incs6r2ovzfh7ajrv56v5dou4i 49 16 emergency emergency NN work_incs6r2ovzfh7ajrv56v5dou4i 49 17 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 49 18 strategies strategy NNS work_incs6r2ovzfh7ajrv56v5dou4i 49 19 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 49 20 ultimately ultimately RB work_incs6r2ovzfh7ajrv56v5dou4i 49 21 help help VB work_incs6r2ovzfh7ajrv56v5dou4i 49 22 mitigate mitigate VB work_incs6r2ovzfh7ajrv56v5dou4i 49 23 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 49 24 spread spread NN work_incs6r2ovzfh7ajrv56v5dou4i 49 25 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 49 26 disease disease NN work_incs6r2ovzfh7ajrv56v5dou4i 49 27 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 49 28 reduce reduce VB work_incs6r2ovzfh7ajrv56v5dou4i 49 29 misinformation misinformation NN work_incs6r2ovzfh7ajrv56v5dou4i 49 30 . . . work_incs6r2ovzfh7ajrv56v5dou4i 50 1 Methods Methods NNP work_incs6r2ovzfh7ajrv56v5dou4i 50 2 Data Data NNP work_incs6r2ovzfh7ajrv56v5dou4i 50 3 We -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 50 4 retrieved retrieve VBD work_incs6r2ovzfh7ajrv56v5dou4i 50 5 all all RB work_incs6r2ovzfh7ajrv56v5dou4i 50 6 publicly publicly RB work_incs6r2ovzfh7ajrv56v5dou4i 50 7 available available JJ work_incs6r2ovzfh7ajrv56v5dou4i 50 8 tweets tweet NNS work_incs6r2ovzfh7ajrv56v5dou4i 50 9 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 50 10 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 50 11 information information NN 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work_incs6r2ovzfh7ajrv56v5dou4i 50 32 UTC UTC NNP work_incs6r2ovzfh7ajrv56v5dou4i 50 33 +0 +0 FW work_incs6r2ovzfh7ajrv56v5dou4i 50 34 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 50 35 , , , work_incs6r2ovzfh7ajrv56v5dou4i 50 36 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 50 37 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 50 38 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 50 39 API API NNP work_incs6r2ovzfh7ajrv56v5dou4i 50 40 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 50 41 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 50 42 query query NN work_incs6r2ovzfh7ajrv56v5dou4i 50 43 “ " `` work_incs6r2ovzfh7ajrv56v5dou4i 50 44 contains contain VBZ work_incs6r2ovzfh7ajrv56v5dou4i 50 45 : : : work_incs6r2ovzfh7ajrv56v5dou4i 50 46 # # $ work_incs6r2ovzfh7ajrv56v5dou4i 50 47 COVID19 covid19 NN work_incs6r2ovzfh7ajrv56v5dou4i 50 48 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 50 49 country country NN work_incs6r2ovzfh7ajrv56v5dou4i 50 50 code code NN work_incs6r2ovzfh7ajrv56v5dou4i 50 51 : : : 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work_incs6r2ovzfh7ajrv56v5dou4i 54 33 Construction construction NN work_incs6r2ovzfh7ajrv56v5dou4i 54 34 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 54 35 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 54 36 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 54 37 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 54 38 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 54 39 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 54 40 data datum NNS work_incs6r2ovzfh7ajrv56v5dou4i 54 41 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 54 42 converted convert VBN work_incs6r2ovzfh7ajrv56v5dou4i 54 43 into into IN work_incs6r2ovzfh7ajrv56v5dou4i 54 44 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 54 45 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 54 46 format format NN work_incs6r2ovzfh7ajrv56v5dou4i 54 47 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 54 48 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 54 49 R r NN work_incs6r2ovzfh7ajrv56v5dou4i 54 50 package package NN work_incs6r2ovzfh7ajrv56v5dou4i 54 51 “ " `` work_incs6r2ovzfh7ajrv56v5dou4i 54 52 rtweet rtweet NN work_incs6r2ovzfh7ajrv56v5dou4i 54 53 ” " '' work_incs6r2ovzfh7ajrv56v5dou4i 54 54 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 54 55 Kearney Kearney NNP work_incs6r2ovzfh7ajrv56v5dou4i 54 56 , , , work_incs6r2ovzfh7ajrv56v5dou4i 54 57 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 54 58 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 54 59 . . . work_incs6r2ovzfh7ajrv56v5dou4i 55 1 We -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 55 2 constructed construct VBD work_incs6r2ovzfh7ajrv56v5dou4i 55 3 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 55 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 55 5 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 55 6 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 55 7 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 55 8 previously previously RB work_incs6r2ovzfh7ajrv56v5dou4i 55 9 reported report VBN work_incs6r2ovzfh7ajrv56v5dou4i 55 10 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 55 11 Yang Yang NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 55 13 Counts Counts NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 55 15 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 55 16 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 55 17 Harris Harris NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 18 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 19 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 20 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 55 22 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 55 23 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 55 24 Takeichi Takeichi NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 25 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 26 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 27 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 28 , , , work_incs6r2ovzfh7ajrv56v5dou4i 55 29 2015 2015 CD work_incs6r2ovzfh7ajrv56v5dou4i 55 30 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 55 31 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 32 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 33 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 34 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 55 35 , , , work_incs6r2ovzfh7ajrv56v5dou4i 55 36 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 55 37 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 55 38 . . . work_incs6r2ovzfh7ajrv56v5dou4i 56 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 56 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 56 3 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 56 4 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 56 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 56 6 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 56 7 node node RB work_incs6r2ovzfh7ajrv56v5dou4i 56 8 represents represent VBZ work_incs6r2ovzfh7ajrv56v5dou4i 56 9 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 56 10 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 56 11 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 56 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 56 13 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 56 14 directed direct VBN work_incs6r2ovzfh7ajrv56v5dou4i 56 15 edge edge NN work_incs6r2ovzfh7ajrv56v5dou4i 56 16 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 56 17 attached attach VBN work_incs6r2ovzfh7ajrv56v5dou4i 56 18 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 56 19 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 56 20 B b NN work_incs6r2ovzfh7ajrv56v5dou4i 56 21 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 56 22 user user VB work_incs6r2ovzfh7ajrv56v5dou4i 56 23 A a DT work_incs6r2ovzfh7ajrv56v5dou4i 56 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 56 25 if if IN work_incs6r2ovzfh7ajrv56v5dou4i 56 26 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 56 27 B b NN work_incs6r2ovzfh7ajrv56v5dou4i 56 28 retweets retweet VBZ work_incs6r2ovzfh7ajrv56v5dou4i 56 29 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 56 30 tweet tweet NN work_incs6r2ovzfh7ajrv56v5dou4i 56 31 originally originally RB work_incs6r2ovzfh7ajrv56v5dou4i 56 32 posted post VBN work_incs6r2ovzfh7ajrv56v5dou4i 56 33 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 56 34 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 56 35 A. a. 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networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 60 23 . . . work_incs6r2ovzfh7ajrv56v5dou4i 61 1 These these DT work_incs6r2ovzfh7ajrv56v5dou4i 61 2 two two CD work_incs6r2ovzfh7ajrv56v5dou4i 61 3 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 61 4 datasets dataset NNS work_incs6r2ovzfh7ajrv56v5dou4i 61 5 contained contain VBD work_incs6r2ovzfh7ajrv56v5dou4i 61 6 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 61 7 total total NN work_incs6r2ovzfh7ajrv56v5dou4i 61 8 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 61 9 1,404,496 1,404,496 CD work_incs6r2ovzfh7ajrv56v5dou4i 61 10 directed direct VBN work_incs6r2ovzfh7ajrv56v5dou4i 61 11 relationships relationship NNS work_incs6r2ovzfh7ajrv56v5dou4i 61 12 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 61 13 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 61 14 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 61 15 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 61 16 946,940 946,940 CD work_incs6r2ovzfh7ajrv56v5dou4i 61 17 users user NNS 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work_incs6r2ovzfh7ajrv56v5dou4i 63 13 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 63 14 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 63 15 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 63 16 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 63 17 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 63 18 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 63 19 order order NN work_incs6r2ovzfh7ajrv56v5dou4i 63 20 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 63 21 compare compare VB work_incs6r2ovzfh7ajrv56v5dou4i 63 22 them -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 63 23 . . . work_incs6r2ovzfh7ajrv56v5dou4i 64 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 64 2 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 64 3 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 64 4 visualized visualize VBN work_incs6r2ovzfh7ajrv56v5dou4i 64 5 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 64 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 64 7 library library NN work_incs6r2ovzfh7ajrv56v5dou4i 64 8 “ " `` 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NNP work_incs6r2ovzfh7ajrv56v5dou4i 64 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 64 17 2008 2008 CD work_incs6r2ovzfh7ajrv56v5dou4i 64 18 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 64 19 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 64 20 programming programming NN work_incs6r2ovzfh7ajrv56v5dou4i 64 21 language language NN work_incs6r2ovzfh7ajrv56v5dou4i 64 22 Python Python NNP work_incs6r2ovzfh7ajrv56v5dou4i 64 23 . . . work_incs6r2ovzfh7ajrv56v5dou4i 65 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 65 2 order order NN work_incs6r2ovzfh7ajrv56v5dou4i 65 3 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 65 4 focus focus VB work_incs6r2ovzfh7ajrv56v5dou4i 65 5 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 65 6 detailed detailed JJ work_incs6r2ovzfh7ajrv56v5dou4i 65 7 elements element NNS work_incs6r2ovzfh7ajrv56v5dou4i 65 8 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 65 9 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 65 10 give give VB work_incs6r2ovzfh7ajrv56v5dou4i 65 11 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 65 12 spatial spatial JJ work_incs6r2ovzfh7ajrv56v5dou4i 65 13 understanding understanding NN work_incs6r2ovzfh7ajrv56v5dou4i 65 14 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 65 15 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 65 16 relations relation NNS work_incs6r2ovzfh7ajrv56v5dou4i 65 17 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 65 18 i.e. i.e. FW work_incs6r2ovzfh7ajrv56v5dou4i 65 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 65 20 segregation segregation NN work_incs6r2ovzfh7ajrv56v5dou4i 65 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 65 22 interaction interaction NN work_incs6r2ovzfh7ajrv56v5dou4i 65 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 65 24 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 65 25 clustering clustering NN work_incs6r2ovzfh7ajrv56v5dou4i 65 26 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 65 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 65 28 smaller small JJR work_incs6r2ovzfh7ajrv56v5dou4i 65 29 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 65 30 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 65 31 created create VBN work_incs6r2ovzfh7ajrv56v5dou4i 65 32 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 65 33 one- one- JJ work_incs6r2ovzfh7ajrv56v5dou4i 65 34 hour hour NN work_incs6r2ovzfh7ajrv56v5dou4i 65 35 subsets subset NNS work_incs6r2ovzfh7ajrv56v5dou4i 65 36 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 65 37 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 65 38 data datum NNS work_incs6r2ovzfh7ajrv56v5dou4i 65 39 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 65 40 Martin Martin NNP work_incs6r2ovzfh7ajrv56v5dou4i 65 41 III III NNP work_incs6r2ovzfh7ajrv56v5dou4i 65 42 , , , work_incs6r2ovzfh7ajrv56v5dou4i 65 43 2012 2012 CD work_incs6r2ovzfh7ajrv56v5dou4i 65 44 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 65 45 Moody Moody NNP work_incs6r2ovzfh7ajrv56v5dou4i 65 46 et et FW work_incs6r2ovzfh7ajrv56v5dou4i 65 47 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 65 48 . . 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work_incs6r2ovzfh7ajrv56v5dou4i 66 17 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 66 18 UTC UTC NNP work_incs6r2ovzfh7ajrv56v5dou4i 66 19 +0 +0 FW work_incs6r2ovzfh7ajrv56v5dou4i 66 20 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 66 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 66 22 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 66 23 chosen choose VBN work_incs6r2ovzfh7ajrv56v5dou4i 66 24 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 66 25 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 66 26 subset subset NN work_incs6r2ovzfh7ajrv56v5dou4i 66 27 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 66 28 display display VB work_incs6r2ovzfh7ajrv56v5dou4i 66 29 because because IN work_incs6r2ovzfh7ajrv56v5dou4i 66 30 it -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 66 31 provided provide VBD work_incs6r2ovzfh7ajrv56v5dou4i 66 32 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 66 33 finer fine JJR work_incs6r2ovzfh7ajrv56v5dou4i 66 34 representation representation NN work_incs6r2ovzfh7ajrv56v5dou4i 66 35 of of IN 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work_incs6r2ovzfh7ajrv56v5dou4i 70 2 COVID-19 COVID-19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 70 3 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 70 4 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 70 5 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 70 6 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 70 7 72 72 CD work_incs6r2ovzfh7ajrv56v5dou4i 70 8 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 70 9 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 70 10 hour hour NN work_incs6r2ovzfh7ajrv56v5dou4i 70 11 subsets subset NNS work_incs6r2ovzfh7ajrv56v5dou4i 70 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 70 13 respectively respectively RB work_incs6r2ovzfh7ajrv56v5dou4i 70 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 71 1 This this DT work_incs6r2ovzfh7ajrv56v5dou4i 71 2 indicates indicate VBZ work_incs6r2ovzfh7ajrv56v5dou4i 71 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 71 4 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 71 5 metric metric JJ work_incs6r2ovzfh7ajrv56v5dou4i 71 6 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 71 7 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 71 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 71 9 separate separate JJ work_incs6r2ovzfh7ajrv56v5dou4i 71 10 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 71 11 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 71 12 hour hour NN work_incs6r2ovzfh7ajrv56v5dou4i 71 13 slices slice NNS work_incs6r2ovzfh7ajrv56v5dou4i 71 14 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 71 15 relatively relatively RB work_incs6r2ovzfh7ajrv56v5dou4i 71 16 similar similar JJ work_incs6r2ovzfh7ajrv56v5dou4i 71 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 72 1 Network network NN work_incs6r2ovzfh7ajrv56v5dou4i 72 2 level level NN work_incs6r2ovzfh7ajrv56v5dou4i 72 3 Understanding understand VBG work_incs6r2ovzfh7ajrv56v5dou4i 72 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 72 5 overall overall JJ work_incs6r2ovzfh7ajrv56v5dou4i 72 6 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 72 7 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 72 8 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 72 9 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 72 10 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 72 11 key key JJ work_incs6r2ovzfh7ajrv56v5dou4i 72 12 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 72 13 understanding understand VBG work_incs6r2ovzfh7ajrv56v5dou4i 72 14 how how WRB work_incs6r2ovzfh7ajrv56v5dou4i 72 15 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 72 16 flows flow VBZ work_incs6r2ovzfh7ajrv56v5dou4i 72 17 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 72 18 its -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 72 19 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 72 20 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 72 21 Hinds Hinds NNP work_incs6r2ovzfh7ajrv56v5dou4i 72 22 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 72 23 McGrath McGrath NNP work_incs6r2ovzfh7ajrv56v5dou4i 72 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 72 25 2006 2006 CD work_incs6r2ovzfh7ajrv56v5dou4i 72 26 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 72 27 Hossain Hossain NNP work_incs6r2ovzfh7ajrv56v5dou4i 72 28 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 72 29 Kuti Kuti NNP work_incs6r2ovzfh7ajrv56v5dou4i 72 30 , , , work_incs6r2ovzfh7ajrv56v5dou4i 72 31 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 72 32 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 72 33 Valente Valente NNP work_incs6r2ovzfh7ajrv56v5dou4i 72 34 , , , work_incs6r2ovzfh7ajrv56v5dou4i 72 35 1995 1995 CD work_incs6r2ovzfh7ajrv56v5dou4i 72 36 , , , work_incs6r2ovzfh7ajrv56v5dou4i 72 37 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 72 38 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 72 39 . . . work_incs6r2ovzfh7ajrv56v5dou4i 73 1 Typical typical JJ work_incs6r2ovzfh7ajrv56v5dou4i 73 2 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 73 3 level level NN work_incs6r2ovzfh7ajrv56v5dou4i 73 4 metrics metric NNS work_incs6r2ovzfh7ajrv56v5dou4i 73 5 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 73 6 size size NN work_incs6r2ovzfh7ajrv56v5dou4i 73 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 73 8 average average JJ work_incs6r2ovzfh7ajrv56v5dou4i 73 9 path path NN work_incs6r2ovzfh7ajrv56v5dou4i 73 10 length length NN work_incs6r2ovzfh7ajrv56v5dou4i 73 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 73 12 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 73 13 diameter diameter NN work_incs6r2ovzfh7ajrv56v5dou4i 73 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 73 15 rates rate NNS work_incs6r2ovzfh7ajrv56v5dou4i 73 16 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 73 17 reciprocity reciprocity NN work_incs6r2ovzfh7ajrv56v5dou4i 73 18 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 73 19 transitivity transitivity NN work_incs6r2ovzfh7ajrv56v5dou4i 73 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 73 21 density density NN work_incs6r2ovzfh7ajrv56v5dou4i 73 22 , , , work_incs6r2ovzfh7ajrv56v5dou4i 73 23 as as RB work_incs6r2ovzfh7ajrv56v5dou4i 73 24 well well RB work_incs6r2ovzfh7ajrv56v5dou4i 73 25 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 73 26 clustering cluster VBG work_incs6r2ovzfh7ajrv56v5dou4i 73 27 measured measure VBN work_incs6r2ovzfh7ajrv56v5dou4i 73 28 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 73 29 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 73 30 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 73 31 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 73 32 modularity modularity NN work_incs6r2ovzfh7ajrv56v5dou4i 73 33 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 73 34 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 73 35 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 73 36 average average JJ work_incs6r2ovzfh7ajrv56v5dou4i 73 37 clustering cluster VBG work_incs6r2ovzfh7ajrv56v5dou4i 73 38 coefficient coefficient NN work_incs6r2ovzfh7ajrv56v5dou4i 73 39 . . . work_incs6r2ovzfh7ajrv56v5dou4i 74 1 Twitter twitter NN work_incs6r2ovzfh7ajrv56v5dou4i 74 2 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 74 3 often often RB work_incs6r2ovzfh7ajrv56v5dou4i 74 4 form form VBP work_incs6r2ovzfh7ajrv56v5dou4i 74 5 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 74 6 composed compose VBN work_incs6r2ovzfh7ajrv56v5dou4i 74 7 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 74 8 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 74 9 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 74 10 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 74 11 more more RBR work_incs6r2ovzfh7ajrv56v5dou4i 74 12 interconnected interconnected JJ work_incs6r2ovzfh7ajrv56v5dou4i 74 13 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 74 14 themselves -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 74 15 than than IN work_incs6r2ovzfh7ajrv56v5dou4i 74 16 others other NNS work_incs6r2ovzfh7ajrv56v5dou4i 74 17 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 74 18 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 74 19 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 74 20 . . . work_incs6r2ovzfh7ajrv56v5dou4i 75 1 Within within IN work_incs6r2ovzfh7ajrv56v5dou4i 75 2 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 75 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 75 4 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 75 5 tends tend VBZ work_incs6r2ovzfh7ajrv56v5dou4i 75 6 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 75 7 flow flow VB work_incs6r2ovzfh7ajrv56v5dou4i 75 8 fast fast RB work_incs6r2ovzfh7ajrv56v5dou4i 75 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 75 10 while while IN work_incs6r2ovzfh7ajrv56v5dou4i 75 11 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 75 12 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 75 13 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 75 14 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 75 15 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 75 16 often often RB work_incs6r2ovzfh7ajrv56v5dou4i 75 17 restricted restrict VBN work_incs6r2ovzfh7ajrv56v5dou4i 75 18 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 75 19 limited limited JJ work_incs6r2ovzfh7ajrv56v5dou4i 75 20 connectivity connectivity NN work_incs6r2ovzfh7ajrv56v5dou4i 75 21 available available JJ work_incs6r2ovzfh7ajrv56v5dou4i 75 22 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 75 23 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 75 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 76 1 We -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 76 2 identified identify VBD work_incs6r2ovzfh7ajrv56v5dou4i 76 3 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 76 4 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 76 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 76 6 Clauset Clauset NNP work_incs6r2ovzfh7ajrv56v5dou4i 76 7 – – : work_incs6r2ovzfh7ajrv56v5dou4i 76 8 Newman Newman NNP work_incs6r2ovzfh7ajrv56v5dou4i 76 9 – – : work_incs6r2ovzfh7ajrv56v5dou4i 76 10 Moore Moore NNP work_incs6r2ovzfh7ajrv56v5dou4i 76 11 algorithm algorithm VBP work_incs6r2ovzfh7ajrv56v5dou4i 76 12 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 76 13 define define VB work_incs6r2ovzfh7ajrv56v5dou4i 76 14 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 76 15 boundaries boundary NNS work_incs6r2ovzfh7ajrv56v5dou4i 76 16 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 76 17 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 76 18 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 76 19 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 76 20 Clauset Clauset NNP work_incs6r2ovzfh7ajrv56v5dou4i 76 21 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 76 22 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 76 23 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 76 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 76 25 2004 2004 CD work_incs6r2ovzfh7ajrv56v5dou4i 76 26 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 76 27 . . . work_incs6r2ovzfh7ajrv56v5dou4i 77 1 Modularity modularity NN work_incs6r2ovzfh7ajrv56v5dou4i 77 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 77 3 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 77 4 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 77 5 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 77 6 computed compute VBN work_incs6r2ovzfh7ajrv56v5dou4i 77 7 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 77 8 measure measure VB work_incs6r2ovzfh7ajrv56v5dou4i 77 9 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 77 10 interconnectedness interconnectedness NN work_incs6r2ovzfh7ajrv56v5dou4i 77 11 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 77 12 Figure figure NN work_incs6r2ovzfh7ajrv56v5dou4i 77 13 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 77 14 : : : work_incs6r2ovzfh7ajrv56v5dou4i 77 15 Toy toy NN work_incs6r2ovzfh7ajrv56v5dou4i 77 16 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 77 17 : : : work_incs6r2ovzfh7ajrv56v5dou4i 77 18 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 77 19 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 77 20 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 77 21 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 77 22 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 77 23 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 77 24 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 77 25 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 77 26 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 77 27 b b NN work_incs6r2ovzfh7ajrv56v5dou4i 77 28 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 77 29 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 77 30 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 77 31 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 77 32 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 77 33 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 77 34 c c NN work_incs6r2ovzfh7ajrv56v5dou4i 77 35 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 77 36 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 77 37 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 77 38 identification identification NN work_incs6r2ovzfh7ajrv56v5dou4i 77 39 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 77 40 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 77 41 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 77 42 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 77 43 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 77 44 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 77 45 . . . work_incs6r2ovzfh7ajrv56v5dou4i 78 1 133 133 CD work_incs6r2ovzfh7ajrv56v5dou4i 78 2 CONNECTIONS CONNECTIONS NNP work_incs6r2ovzfh7ajrv56v5dou4i 78 3 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 78 4 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 78 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 78 6 Girvan Girvan NNP work_incs6r2ovzfh7ajrv56v5dou4i 78 7 – – : work_incs6r2ovzfh7ajrv56v5dou4i 78 8 Newman Newman NNP work_incs6r2ovzfh7ajrv56v5dou4i 78 9 algorithm algorithm NN work_incs6r2ovzfh7ajrv56v5dou4i 78 10 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 78 11 Girvan Girvan NNP work_incs6r2ovzfh7ajrv56v5dou4i 78 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 78 13 Newman Newman NNP work_incs6r2ovzfh7ajrv56v5dou4i 78 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 78 15 2002 2002 CD work_incs6r2ovzfh7ajrv56v5dou4i 78 16 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 78 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 79 1 Higher high JJR work_incs6r2ovzfh7ajrv56v5dou4i 79 2 scores score NNS work_incs6r2ovzfh7ajrv56v5dou4i 79 3 indicated indicate VBD work_incs6r2ovzfh7ajrv56v5dou4i 79 4 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 79 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 79 6 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 79 7 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 79 8 more more RBR work_incs6r2ovzfh7ajrv56v5dou4i 79 9 distinct distinct JJ work_incs6r2ovzfh7ajrv56v5dou4i 79 10 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 79 11 separated separate VBN work_incs6r2ovzfh7ajrv56v5dou4i 79 12 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 79 13 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 79 14 another another DT work_incs6r2ovzfh7ajrv56v5dou4i 79 15 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 79 16 range range NN work_incs6r2ovzfh7ajrv56v5dou4i 79 17 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 79 18 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 79 19 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 79 20 completely completely RB work_incs6r2ovzfh7ajrv56v5dou4i 79 21 overlap overlap VBP work_incs6r2ovzfh7ajrv56v5dou4i 79 22 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 79 23 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 79 24 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 79 25 no no DT work_incs6r2ovzfh7ajrv56v5dou4i 79 26 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 79 27 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 79 28 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 79 29 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 79 30 . . . work_incs6r2ovzfh7ajrv56v5dou4i 80 1 While while IN work_incs6r2ovzfh7ajrv56v5dou4i 80 2 modularity modularity NN work_incs6r2ovzfh7ajrv56v5dou4i 80 3 captures capture VBZ work_incs6r2ovzfh7ajrv56v5dou4i 80 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 80 5 extent extent NN work_incs6r2ovzfh7ajrv56v5dou4i 80 6 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 80 7 which which WDT work_incs6r2ovzfh7ajrv56v5dou4i 80 8 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 80 9 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 80 10 distinct distinct JJ work_incs6r2ovzfh7ajrv56v5dou4i 80 11 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 80 12 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 80 13 another another DT work_incs6r2ovzfh7ajrv56v5dou4i 80 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 80 15 it -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 80 16 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 80 17 often often RB work_incs6r2ovzfh7ajrv56v5dou4i 80 18 unable unable JJ work_incs6r2ovzfh7ajrv56v5dou4i 80 19 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 80 20 detect detect VB work_incs6r2ovzfh7ajrv56v5dou4i 80 21 small small JJ work_incs6r2ovzfh7ajrv56v5dou4i 80 22 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 80 23 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 80 24 Fortunato Fortunato NNP work_incs6r2ovzfh7ajrv56v5dou4i 80 25 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 80 26 Barthelemy Barthelemy NNP work_incs6r2ovzfh7ajrv56v5dou4i 80 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 80 28 2007 2007 CD work_incs6r2ovzfh7ajrv56v5dou4i 80 29 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 80 30 Kaalia Kaalia NNP work_incs6r2ovzfh7ajrv56v5dou4i 80 31 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 80 32 Rajapakse Rajapakse NNP work_incs6r2ovzfh7ajrv56v5dou4i 80 33 , , , work_incs6r2ovzfh7ajrv56v5dou4i 80 34 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 80 35 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 80 36 . . . work_incs6r2ovzfh7ajrv56v5dou4i 81 1 To to TO work_incs6r2ovzfh7ajrv56v5dou4i 81 2 investigate investigate VB work_incs6r2ovzfh7ajrv56v5dou4i 81 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 81 4 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 81 5 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 81 6 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 81 7 depth depth NN work_incs6r2ovzfh7ajrv56v5dou4i 81 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 81 9 density density NN work_incs6r2ovzfh7ajrv56v5dou4i 81 10 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 81 11 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 81 12 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 81 13 calculated calculate VBN work_incs6r2ovzfh7ajrv56v5dou4i 81 14 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 81 15 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 81 16 sum sum NN work_incs6r2ovzfh7ajrv56v5dou4i 81 17 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 81 18 existing exist VBG work_incs6r2ovzfh7ajrv56v5dou4i 81 19 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 81 20 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 81 21 two two CD work_incs6r2ovzfh7ajrv56v5dou4i 81 22 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 81 23 divided divide VBN work_incs6r2ovzfh7ajrv56v5dou4i 81 24 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 81 25 total total JJ work_incs6r2ovzfh7ajrv56v5dou4i 81 26 possible possible JJ work_incs6r2ovzfh7ajrv56v5dou4i 81 27 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 81 28 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 81 29 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 81 30 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 81 31 them -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 81 32 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 81 33 range range NN work_incs6r2ovzfh7ajrv56v5dou4i 81 34 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 81 35 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 81 36 no no DT work_incs6r2ovzfh7ajrv56v5dou4i 81 37 connection connection NN work_incs6r2ovzfh7ajrv56v5dou4i 81 38 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 81 39 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 81 40 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 81 41 complete complete JJ work_incs6r2ovzfh7ajrv56v5dou4i 81 42 connection connection NN work_incs6r2ovzfh7ajrv56v5dou4i 81 43 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 81 44 . . . work_incs6r2ovzfh7ajrv56v5dou4i 82 1 User user NN work_incs6r2ovzfh7ajrv56v5dou4i 82 2 level level NN work_incs6r2ovzfh7ajrv56v5dou4i 82 3 In in NN work_incs6r2ovzfh7ajrv56v5dou4i 82 4 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 82 5 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 82 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 82 7 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 82 8 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 82 9 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 82 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 82 11 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 82 12 betweenness betweenness JJ work_incs6r2ovzfh7ajrv56v5dou4i 82 13 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 82 14 metrics metric NNS work_incs6r2ovzfh7ajrv56v5dou4i 82 15 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 82 16 used use VBN work_incs6r2ovzfh7ajrv56v5dou4i 82 17 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 82 18 identify identify VB work_incs6r2ovzfh7ajrv56v5dou4i 82 19 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 82 20 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 82 21 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 82 22 Freeman Freeman NNP work_incs6r2ovzfh7ajrv56v5dou4i 82 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 82 24 1979 1979 CD work_incs6r2ovzfh7ajrv56v5dou4i 82 25 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 82 26 Valente Valente NNP work_incs6r2ovzfh7ajrv56v5dou4i 82 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 82 28 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 82 29 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 82 30 . . . work_incs6r2ovzfh7ajrv56v5dou4i 83 1 Although although IN work_incs6r2ovzfh7ajrv56v5dou4i 83 2 there there EX work_incs6r2ovzfh7ajrv56v5dou4i 83 3 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 83 4 no no DT work_incs6r2ovzfh7ajrv56v5dou4i 83 5 fixed fixed JJ work_incs6r2ovzfh7ajrv56v5dou4i 83 6 ratio ratio NN work_incs6r2ovzfh7ajrv56v5dou4i 83 7 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 83 8 standard standard JJ work_incs6r2ovzfh7ajrv56v5dou4i 83 9 approach approach NN work_incs6r2ovzfh7ajrv56v5dou4i 83 10 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 83 11 identify identify VB work_incs6r2ovzfh7ajrv56v5dou4i 83 12 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 83 13 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 83 14 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 83 15 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 83 16 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 83 17 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 83 18 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 83 19 given give VBN work_incs6r2ovzfh7ajrv56v5dou4i 83 20 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 83 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 83 22 top top JJ work_incs6r2ovzfh7ajrv56v5dou4i 83 23 10 10 CD work_incs6r2ovzfh7ajrv56v5dou4i 83 24 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 83 25 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 83 26 highest high JJS work_incs6r2ovzfh7ajrv56v5dou4i 83 27 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 83 28 scores score NNS work_incs6r2ovzfh7ajrv56v5dou4i 83 29 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 83 30 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 83 31 has have VBZ work_incs6r2ovzfh7ajrv56v5dou4i 83 32 been be VBN work_incs6r2ovzfh7ajrv56v5dou4i 83 33 considered consider VBN work_incs6r2ovzfh7ajrv56v5dou4i 83 34 enough enough JJ work_incs6r2ovzfh7ajrv56v5dou4i 83 35 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 83 36 provide provide VB work_incs6r2ovzfh7ajrv56v5dou4i 83 37 an an DT work_incs6r2ovzfh7ajrv56v5dou4i 83 38 indication indication NN work_incs6r2ovzfh7ajrv56v5dou4i 83 39 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 83 40 major major JJ work_incs6r2ovzfh7ajrv56v5dou4i 83 41 direction direction NN work_incs6r2ovzfh7ajrv56v5dou4i 83 42 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 83 43 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 83 44 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 83 45 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 83 46 previous previous JJ work_incs6r2ovzfh7ajrv56v5dou4i 83 47 studies study NNS work_incs6r2ovzfh7ajrv56v5dou4i 83 48 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 83 49 Anger Anger NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 50 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 83 51 Kittl Kittl NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 52 , , , work_incs6r2ovzfh7ajrv56v5dou4i 83 53 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 83 54 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 83 55 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 56 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 57 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 58 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 59 , , , work_incs6r2ovzfh7ajrv56v5dou4i 83 60 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 83 61 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 83 62 Recuero Recuero NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 63 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 64 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 65 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 66 , , , work_incs6r2ovzfh7ajrv56v5dou4i 83 67 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 83 68 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 83 69 Giglou Giglou NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 70 et et FW work_incs6r2ovzfh7ajrv56v5dou4i 83 71 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 72 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 83 73 , , , work_incs6r2ovzfh7ajrv56v5dou4i 83 74 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 83 75 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 83 76 . . . work_incs6r2ovzfh7ajrv56v5dou4i 84 1 Given give VBN work_incs6r2ovzfh7ajrv56v5dou4i 84 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 84 3 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 84 4 size size NN work_incs6r2ovzfh7ajrv56v5dou4i 84 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 84 6 our -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 84 7 data datum NNS work_incs6r2ovzfh7ajrv56v5dou4i 84 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 84 9 this this DT work_incs6r2ovzfh7ajrv56v5dou4i 84 10 study study NN work_incs6r2ovzfh7ajrv56v5dou4i 84 11 identified identify VBD work_incs6r2ovzfh7ajrv56v5dou4i 84 12 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 84 13 total total NN work_incs6r2ovzfh7ajrv56v5dou4i 84 14 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 84 15 600 600 CD work_incs6r2ovzfh7ajrv56v5dou4i 84 16 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 84 17 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 84 18 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 84 19 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 84 20 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 84 21 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 84 22 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 84 23 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 84 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 85 1 On on IN work_incs6r2ovzfh7ajrv56v5dou4i 85 2 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 85 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 85 4 retweets retweet NNS work_incs6r2ovzfh7ajrv56v5dou4i 85 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 85 6 mentions mention NNS work_incs6r2ovzfh7ajrv56v5dou4i 85 7 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 85 8 sent send VBN work_incs6r2ovzfh7ajrv56v5dou4i 85 9 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 85 10 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 85 11 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 85 12 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 85 13 another another DT work_incs6r2ovzfh7ajrv56v5dou4i 85 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 86 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 86 2 predominant predominant JJ work_incs6r2ovzfh7ajrv56v5dou4i 86 3 direction direction NN work_incs6r2ovzfh7ajrv56v5dou4i 86 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 86 5 such such JJ work_incs6r2ovzfh7ajrv56v5dou4i 86 6 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 86 7 determines determine VBZ work_incs6r2ovzfh7ajrv56v5dou4i 86 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 86 9 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 86 10 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 86 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 87 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 87 2 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 87 3 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 87 4 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 87 5 measures measure NNS work_incs6r2ovzfh7ajrv56v5dou4i 87 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 87 7 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 87 8 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 87 9 times time NNS work_incs6r2ovzfh7ajrv56v5dou4i 87 10 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 87 11 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 87 12 received receive VBD work_incs6r2ovzfh7ajrv56v5dou4i 87 13 retweets retweet NNS work_incs6r2ovzfh7ajrv56v5dou4i 87 14 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 87 15 mentions mention NNS work_incs6r2ovzfh7ajrv56v5dou4i 87 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 87 17 those those DT work_incs6r2ovzfh7ajrv56v5dou4i 87 18 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 87 19 high high JJ work_incs6r2ovzfh7ajrv56v5dou4i 87 20 in in NN work_incs6r2ovzfh7ajrv56v5dou4i 87 21 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 87 22 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 87 23 indicate indicate VBP work_incs6r2ovzfh7ajrv56v5dou4i 87 24 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 87 25 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 87 26 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 87 27 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 87 28 major major JJ work_incs6r2ovzfh7ajrv56v5dou4i 87 29 source source NN work_incs6r2ovzfh7ajrv56v5dou4i 87 30 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 87 31 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 87 32 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 87 33 others other NNS work_incs6r2ovzfh7ajrv56v5dou4i 87 34 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 87 35 Yang Yang NNP work_incs6r2ovzfh7ajrv56v5dou4i 87 36 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 87 37 Counts Counts NNP work_incs6r2ovzfh7ajrv56v5dou4i 87 38 , , , work_incs6r2ovzfh7ajrv56v5dou4i 87 39 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 87 40 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 87 41 Morris Morris NNP work_incs6r2ovzfh7ajrv56v5dou4i 87 42 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 87 43 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 87 44 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 87 45 , , , work_incs6r2ovzfh7ajrv56v5dou4i 87 46 2012 2012 CD work_incs6r2ovzfh7ajrv56v5dou4i 87 47 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 87 48 Littau Littau NNP work_incs6r2ovzfh7ajrv56v5dou4i 87 49 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 87 50 Jahng Jahng NNP work_incs6r2ovzfh7ajrv56v5dou4i 87 51 , , , work_incs6r2ovzfh7ajrv56v5dou4i 87 52 2016 2016 CD work_incs6r2ovzfh7ajrv56v5dou4i 87 53 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 87 54 . . . work_incs6r2ovzfh7ajrv56v5dou4i 88 1 Thus thus RB work_incs6r2ovzfh7ajrv56v5dou4i 88 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 88 3 we -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 88 4 identified identify VBD work_incs6r2ovzfh7ajrv56v5dou4i 88 5 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 88 6 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 88 7 had have VBD work_incs6r2ovzfh7ajrv56v5dou4i 88 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 88 9 top top JJ work_incs6r2ovzfh7ajrv56v5dou4i 88 10 100 100 CD work_incs6r2ovzfh7ajrv56v5dou4i 88 11 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 88 12 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 88 13 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 88 14 scores score NNS work_incs6r2ovzfh7ajrv56v5dou4i 88 15 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 88 16 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 88 17 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 88 18 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 88 19 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 88 20 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 88 21 . . . work_incs6r2ovzfh7ajrv56v5dou4i 89 1 Out- Out- NNP work_incs6r2ovzfh7ajrv56v5dou4i 89 2 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 89 3 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 89 4 measures measure VBZ work_incs6r2ovzfh7ajrv56v5dou4i 89 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 89 6 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 89 7 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 89 8 outgoing outgoing JJ work_incs6r2ovzfh7ajrv56v5dou4i 89 9 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 89 10 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 89 11 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 89 12 has have VBZ work_incs6r2ovzfh7ajrv56v5dou4i 89 13 . . . work_incs6r2ovzfh7ajrv56v5dou4i 90 1 If if IN work_incs6r2ovzfh7ajrv56v5dou4i 90 2 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 90 3 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 90 4 frequently frequently RB work_incs6r2ovzfh7ajrv56v5dou4i 90 5 retweets retweet VBZ work_incs6r2ovzfh7ajrv56v5dou4i 90 6 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 90 7 mentions mention NNS work_incs6r2ovzfh7ajrv56v5dou4i 90 8 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 90 9 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 90 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 90 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 90 12 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 90 13 will will MD work_incs6r2ovzfh7ajrv56v5dou4i 90 14 have have VB work_incs6r2ovzfh7ajrv56v5dou4i 90 15 high high JJ work_incs6r2ovzfh7ajrv56v5dou4i 90 16 out- out- NN work_incs6r2ovzfh7ajrv56v5dou4i 90 17 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 90 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 90 19 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 90 20 high high JJ work_incs6r2ovzfh7ajrv56v5dou4i 90 21 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 90 22 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 90 23 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 90 24 will will MD work_incs6r2ovzfh7ajrv56v5dou4i 90 25 indicate indicate VB work_incs6r2ovzfh7ajrv56v5dou4i 90 26 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 90 27 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 90 28 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 90 29 an an DT work_incs6r2ovzfh7ajrv56v5dou4i 90 30 initiator initiator NN work_incs6r2ovzfh7ajrv56v5dou4i 90 31 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 90 32 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 90 33 proportions proportion NNS work_incs6r2ovzfh7ajrv56v5dou4i 90 34 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 90 35 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 90 36 . . . work_incs6r2ovzfh7ajrv56v5dou4i 91 1 Thus thus RB work_incs6r2ovzfh7ajrv56v5dou4i 91 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 91 3 we -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 91 4 identified identify VBD work_incs6r2ovzfh7ajrv56v5dou4i 91 5 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 91 6 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 91 7 had have VBD work_incs6r2ovzfh7ajrv56v5dou4i 91 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 91 9 top top JJ work_incs6r2ovzfh7ajrv56v5dou4i 91 10 100 100 CD work_incs6r2ovzfh7ajrv56v5dou4i 91 11 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 91 12 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 91 13 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 91 14 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 91 15 scores score NNS work_incs6r2ovzfh7ajrv56v5dou4i 91 16 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 91 17 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 91 18 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 91 19 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 91 20 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 91 21 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 91 22 . . . work_incs6r2ovzfh7ajrv56v5dou4i 92 1 Betweenness betweenness JJ work_incs6r2ovzfh7ajrv56v5dou4i 92 2 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 92 3 measures measure NNS work_incs6r2ovzfh7ajrv56v5dou4i 92 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 92 5 frequency frequency NN work_incs6r2ovzfh7ajrv56v5dou4i 92 6 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 92 7 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 92 8 lies lie VBZ work_incs6r2ovzfh7ajrv56v5dou4i 92 9 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 92 10 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 92 11 shortest short JJS work_incs6r2ovzfh7ajrv56v5dou4i 92 12 path path NN work_incs6r2ovzfh7ajrv56v5dou4i 92 13 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 92 14 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 92 15 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 92 16 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 92 17 Freeman Freeman NNP work_incs6r2ovzfh7ajrv56v5dou4i 92 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 92 19 1977 1977 CD work_incs6r2ovzfh7ajrv56v5dou4i 92 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 92 21 1979 1979 CD work_incs6r2ovzfh7ajrv56v5dou4i 92 22 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 92 23 . . . work_incs6r2ovzfh7ajrv56v5dou4i 93 1 A a DT work_incs6r2ovzfh7ajrv56v5dou4i 93 2 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 93 3 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 93 4 high high JJ work_incs6r2ovzfh7ajrv56v5dou4i 93 5 betweenness betweenness NN work_incs6r2ovzfh7ajrv56v5dou4i 93 6 has have VBZ work_incs6r2ovzfh7ajrv56v5dou4i 93 7 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 93 8 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 93 9 passing pass VBG work_incs6r2ovzfh7ajrv56v5dou4i 93 10 through through IN work_incs6r2ovzfh7ajrv56v5dou4i 93 11 them -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 93 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 93 13 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 93 14 higher high JJR work_incs6r2ovzfh7ajrv56v5dou4i 93 15 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 93 16 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 93 17 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 93 18 people people NNS work_incs6r2ovzfh7ajrv56v5dou4i 93 19 depend depend VBP work_incs6r2ovzfh7ajrv56v5dou4i 93 20 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 93 21 that that DT work_incs6r2ovzfh7ajrv56v5dou4i 93 22 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 93 23 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 93 24 get get VB work_incs6r2ovzfh7ajrv56v5dou4i 93 25 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 93 26 , , , work_incs6r2ovzfh7ajrv56v5dou4i 93 27 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 93 28 without without IN 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work_incs6r2ovzfh7ajrv56v5dou4i 94 9 find find VB work_incs6r2ovzfh7ajrv56v5dou4i 94 10 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 94 11 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 94 12 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 94 13 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 94 14 controllers controller NNS work_incs6r2ovzfh7ajrv56v5dou4i 94 15 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 94 16 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 94 17 given give VBN work_incs6r2ovzfh7ajrv56v5dou4i 94 18 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 94 19 . . . work_incs6r2ovzfh7ajrv56v5dou4i 95 1 We -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 95 2 identified identify VBD work_incs6r2ovzfh7ajrv56v5dou4i 95 3 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 95 4 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 95 5 had have VBD work_incs6r2ovzfh7ajrv56v5dou4i 95 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 95 7 top top JJ work_incs6r2ovzfh7ajrv56v5dou4i 95 8 100 100 CD work_incs6r2ovzfh7ajrv56v5dou4i 95 9 betweenness betweenness JJ work_incs6r2ovzfh7ajrv56v5dou4i 95 10 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 95 11 scores score NNS work_incs6r2ovzfh7ajrv56v5dou4i 95 12 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 95 13 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 95 14 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 95 15 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 95 16 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 95 17 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 95 18 . . . work_incs6r2ovzfh7ajrv56v5dou4i 96 1 We -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 96 2 assume assume VBP work_incs6r2ovzfh7ajrv56v5dou4i 96 3 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 96 4 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 96 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 96 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 96 7 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 96 8 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 96 9 these 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work_incs6r2ovzfh7ajrv56v5dou4i 98 9 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 98 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 98 11 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 98 12 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 98 13 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 98 14 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 98 15 critical critical JJ work_incs6r2ovzfh7ajrv56v5dou4i 98 16 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 98 17 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 98 18 pandemic pandemic NN work_incs6r2ovzfh7ajrv56v5dou4i 98 19 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 98 20 World World NNP work_incs6r2ovzfh7ajrv56v5dou4i 98 21 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 98 22 Organization Organization NNP work_incs6r2ovzfh7ajrv56v5dou4i 98 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 98 24 2009 2009 CD work_incs6r2ovzfh7ajrv56v5dou4i 98 25 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 98 26 Centers Centers NNPS work_incs6r2ovzfh7ajrv56v5dou4i 98 27 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 98 28 Disease Disease NNP work_incs6r2ovzfh7ajrv56v5dou4i 98 29 Control Control NNP work_incs6r2ovzfh7ajrv56v5dou4i 98 30 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 98 31 Prevention Prevention NNP work_incs6r2ovzfh7ajrv56v5dou4i 98 32 , , , work_incs6r2ovzfh7ajrv56v5dou4i 98 33 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 98 34 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 98 35 . . . work_incs6r2ovzfh7ajrv56v5dou4i 99 1 After after IN work_incs6r2ovzfh7ajrv56v5dou4i 99 2 identifying identify VBG work_incs6r2ovzfh7ajrv56v5dou4i 99 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 99 4 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 99 5 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 99 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 99 7 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 99 8 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 99 9 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 99 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 99 11 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 99 12 conceptual conceptual JJ work_incs6r2ovzfh7ajrv56v5dou4i 99 13 assessment assessment NN work_incs6r2ovzfh7ajrv56v5dou4i 99 14 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 99 15 conducted conduct VBN work_incs6r2ovzfh7ajrv56v5dou4i 99 16 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 99 17 under under IN work_incs6r2ovzfh7ajrv56v5dou4i 99 18 stand stand VB work_incs6r2ovzfh7ajrv56v5dou4i 99 19 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 99 20 nature nature NN work_incs6r2ovzfh7ajrv56v5dou4i 99 21 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 99 22 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 99 23 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 99 24 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 99 25 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 99 26 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 99 27 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 99 28 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 99 29 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 99 30 . . . work_incs6r2ovzfh7ajrv56v5dou4i 100 1 Regarding regard VBG work_incs6r2ovzfh7ajrv56v5dou4i 100 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 100 3 nature nature NN work_incs6r2ovzfh7ajrv56v5dou4i 100 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 100 5 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 100 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 100 7 we -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 100 8 classified classify VBD work_incs6r2ovzfh7ajrv56v5dou4i 100 9 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 100 10 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 100 11 into into IN work_incs6r2ovzfh7ajrv56v5dou4i 100 12 four four CD work_incs6r2ovzfh7ajrv56v5dou4i 100 13 types type NNS work_incs6r2ovzfh7ajrv56v5dou4i 100 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 100 15 based base VBN work_incs6r2ovzfh7ajrv56v5dou4i 100 16 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 100 17 their -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 100 18 self self NN work_incs6r2ovzfh7ajrv56v5dou4i 100 19 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 100 20 descriptions description NNS work_incs6r2ovzfh7ajrv56v5dou4i 100 21 . . . work_incs6r2ovzfh7ajrv56v5dou4i 101 1 Healthcare healthcare NN work_incs6r2ovzfh7ajrv56v5dou4i 101 2 providers provider NNS work_incs6r2ovzfh7ajrv56v5dou4i 101 3 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 101 4 researchers researcher NNS work_incs6r2ovzfh7ajrv56v5dou4i 101 5 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 101 6 scientists scientist NNS work_incs6r2ovzfh7ajrv56v5dou4i 101 7 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 101 8 classified classify VBN work_incs6r2ovzfh7ajrv56v5dou4i 101 9 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 101 10 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 101 11 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 101 12 . . . work_incs6r2ovzfh7ajrv56v5dou4i 102 1 People People NNS work_incs6r2ovzfh7ajrv56v5dou4i 102 2 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 102 3 disseminate disseminate VBP work_incs6r2ovzfh7ajrv56v5dou4i 102 4 news news NN work_incs6r2ovzfh7ajrv56v5dou4i 102 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 102 6 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 102 7 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 102 8 serve serve VB work_incs6r2ovzfh7ajrv56v5dou4i 102 9 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 102 10 public public JJ work_incs6r2ovzfh7ajrv56v5dou4i 102 11 interest interest NN work_incs6r2ovzfh7ajrv56v5dou4i 102 12 such such JJ work_incs6r2ovzfh7ajrv56v5dou4i 102 13 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 102 14 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 102 15 broadcasters broadcaster NNS work_incs6r2ovzfh7ajrv56v5dou4i 102 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 102 17 journalists journalist NNS work_incs6r2ovzfh7ajrv56v5dou4i 102 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 102 19 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 102 20 reporters reporter NNS work_incs6r2ovzfh7ajrv56v5dou4i 102 21 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 102 22 classified classify VBN work_incs6r2ovzfh7ajrv56v5dou4i 102 23 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 102 24 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 102 25 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 102 26 . . . work_incs6r2ovzfh7ajrv56v5dou4i 103 1 Politicians politician NNS work_incs6r2ovzfh7ajrv56v5dou4i 103 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 103 3 policy policy NN work_incs6r2ovzfh7ajrv56v5dou4i 103 4 makers maker NNS work_incs6r2ovzfh7ajrv56v5dou4i 103 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 103 6 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 103 7 national national JJ work_incs6r2ovzfh7ajrv56v5dou4i 103 8 agencies agency NNS work_incs6r2ovzfh7ajrv56v5dou4i 103 9 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 103 10 classified classify VBN work_incs6r2ovzfh7ajrv56v5dou4i 103 11 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 103 12 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 103 13 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 103 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 104 1 Public public JJ work_incs6r2ovzfh7ajrv56v5dou4i 104 2 figures figure NNS work_incs6r2ovzfh7ajrv56v5dou4i 104 3 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 104 4 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 104 5 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 104 6 ordinary ordinary JJ work_incs6r2ovzfh7ajrv56v5dou4i 104 7 individuals individual NNS work_incs6r2ovzfh7ajrv56v5dou4i 104 8 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 104 9 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 104 10 simply simply RB work_incs6r2ovzfh7ajrv56v5dou4i 104 11 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 104 12 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 104 13 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 104 14 share share VB work_incs6r2ovzfh7ajrv56v5dou4i 104 15 personal personal JJ work_incs6r2ovzfh7ajrv56v5dou4i 104 16 views view NNS work_incs6r2ovzfh7ajrv56v5dou4i 104 17 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 104 18 classified classify VBN work_incs6r2ovzfh7ajrv56v5dou4i 104 19 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 104 20 non- non- NN work_incs6r2ovzfh7ajrv56v5dou4i 104 21 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 104 22 . . . work_incs6r2ovzfh7ajrv56v5dou4i 105 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 105 2 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 105 3 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 105 4 classification classification NN work_incs6r2ovzfh7ajrv56v5dou4i 105 5 results result NNS work_incs6r2ovzfh7ajrv56v5dou4i 105 6 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 105 7 compared compare VBN work_incs6r2ovzfh7ajrv56v5dou4i 105 8 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 105 9 roles role NNS work_incs6r2ovzfh7ajrv56v5dou4i 105 10 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 105 11 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 105 12 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 105 13 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 105 14 Fisher Fisher NNP work_incs6r2ovzfh7ajrv56v5dou4i 105 15 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 105 16 exact exact JJ work_incs6r2ovzfh7ajrv56v5dou4i 105 17 test test NN work_incs6r2ovzfh7ajrv56v5dou4i 105 18 . . . work_incs6r2ovzfh7ajrv56v5dou4i 106 1 Results Results NNP work_incs6r2ovzfh7ajrv56v5dou4i 106 2 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 106 3 level level NN work_incs6r2ovzfh7ajrv56v5dou4i 106 4 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 106 5 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 106 6 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 106 7 had have VBD work_incs6r2ovzfh7ajrv56v5dou4i 106 8 646,183 646,183 CD work_incs6r2ovzfh7ajrv56v5dou4i 106 9 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 106 10 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 106 11 438,821 438,821 CD work_incs6r2ovzfh7ajrv56v5dou4i 106 12 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 106 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 106 14 whereas whereas IN work_incs6r2ovzfh7ajrv56v5dou4i 106 15 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 106 16 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 106 17 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 106 18 had have VBD work_incs6r2ovzfh7ajrv56v5dou4i 106 19 758,313 758,313 CD work_incs6r2ovzfh7ajrv56v5dou4i 106 20 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 106 21 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 106 22 531,019 531,019 CD work_incs6r2ovzfh7ajrv56v5dou4i 106 23 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 106 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 107 1 Overall overall RB work_incs6r2ovzfh7ajrv56v5dou4i 107 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 107 3 COVID-19 COVID-19 , work_incs6r2ovzfh7ajrv56v5dou4i 107 4 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 107 5 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 107 6 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 107 7 transmitted transmit VBN work_incs6r2ovzfh7ajrv56v5dou4i 107 8 efficiently efficiently RB work_incs6r2ovzfh7ajrv56v5dou4i 107 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 108 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 108 2 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 108 3 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 108 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 108 5 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 108 6 flowed flow VBD work_incs6r2ovzfh7ajrv56v5dou4i 108 7 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 108 8 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 108 9 direction direction NN work_incs6r2ovzfh7ajrv56v5dou4i 108 10 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 108 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 108 12 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 108 13 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 108 14 slow slow JJ work_incs6r2ovzfh7ajrv56v5dou4i 108 15 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 108 16 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 108 17 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 108 18 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 108 19 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 108 20 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 108 21 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 108 22 sparse sparse JJ work_incs6r2ovzfh7ajrv56v5dou4i 108 23 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 108 24 consisted consist VBD work_incs6r2ovzfh7ajrv56v5dou4i 108 25 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 108 26 many many JJ work_incs6r2ovzfh7ajrv56v5dou4i 108 27 small small JJ work_incs6r2ovzfh7ajrv56v5dou4i 108 28 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 108 29 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 108 30 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 108 31 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 108 32 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 108 33 disconnected disconnect VBN work_incs6r2ovzfh7ajrv56v5dou4i 108 34 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 108 35 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 108 36 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 108 37 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 108 38 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 108 39 shared share VBN work_incs6r2ovzfh7ajrv56v5dou4i 108 40 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 108 41 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 108 42 less less RBR work_incs6r2ovzfh7ajrv56v5dou4i 108 43 likely likely JJ work_incs6r2ovzfh7ajrv56v5dou4i 108 44 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 108 45 reach reach VB work_incs6r2ovzfh7ajrv56v5dou4i 108 46 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 108 47 entire entire JJ work_incs6r2ovzfh7ajrv56v5dou4i 108 48 group group NN work_incs6r2ovzfh7ajrv56v5dou4i 108 49 . . . work_incs6r2ovzfh7ajrv56v5dou4i 109 1 Both both DT work_incs6r2ovzfh7ajrv56v5dou4i 109 2 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 109 3 exhibited exhibit VBD work_incs6r2ovzfh7ajrv56v5dou4i 109 4 quite quite RB work_incs6r2ovzfh7ajrv56v5dou4i 109 5 similar similar JJ work_incs6r2ovzfh7ajrv56v5dou4i 109 6 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 109 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 110 1 Table table NN work_incs6r2ovzfh7ajrv56v5dou4i 110 2 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 110 3 summarizes summarize VBZ work_incs6r2ovzfh7ajrv56v5dou4i 110 4 metrics metric NNS work_incs6r2ovzfh7ajrv56v5dou4i 110 5 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 110 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 110 7 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 110 8 level level NN work_incs6r2ovzfh7ajrv56v5dou4i 110 9 analyses analysis NNS work_incs6r2ovzfh7ajrv56v5dou4i 110 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 111 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 111 2 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 111 3 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 111 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 111 5 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 111 6 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 111 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 111 8 low low JJ work_incs6r2ovzfh7ajrv56v5dou4i 111 9 levels level NNS work_incs6r2ovzfh7ajrv56v5dou4i 111 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 111 11 mutuality mutuality NN work_incs6r2ovzfh7ajrv56v5dou4i 111 12 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 111 13 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 111 14 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 111 15 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 111 16 indicated indicate VBD work_incs6r2ovzfh7ajrv56v5dou4i 111 17 134 134 CD work_incs6r2ovzfh7ajrv56v5dou4i 111 18 COVID-19 COVID-19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 111 19 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 111 20 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 111 21 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 111 22 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 111 23 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 111 24 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 111 25 unidirectional unidirectional JJ work_incs6r2ovzfh7ajrv56v5dou4i 111 26 : : : work_incs6r2ovzfh7ajrv56v5dou4i 111 27 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 111 28 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 111 29 , , , work_incs6r2ovzfh7ajrv56v5dou4i 111 30 reciprocity=0.268 reciprocity=0.268 CD work_incs6r2ovzfh7ajrv56v5dou4i 111 31 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 111 32 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 111 33 transitivity=0.016 transitivity=0.016 JJ work_incs6r2ovzfh7ajrv56v5dou4i 111 34 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 111 35 ; ; , work_incs6r2ovzfh7ajrv56v5dou4i 111 36 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 111 37 mention mention VB work_incs6r2ovzfh7ajrv56v5dou4i 111 38 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 111 39 , , , work_incs6r2ovzfh7ajrv56v5dou4i 111 40 reciprocity reciprocity NN work_incs6r2ovzfh7ajrv56v5dou4i 111 41 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 111 42 0.482 0.482 CD work_incs6r2ovzfh7ajrv56v5dou4i 111 43 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 111 44 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 111 45 transitivity transitivity NN work_incs6r2ovzfh7ajrv56v5dou4i 111 46 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 111 47 0.018 0.018 CD work_incs6r2ovzfh7ajrv56v5dou4i 111 48 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 111 49 . . . work_incs6r2ovzfh7ajrv56v5dou4i 112 1 Both both DT work_incs6r2ovzfh7ajrv56v5dou4i 112 2 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 112 3 exhibited exhibit VBD work_incs6r2ovzfh7ajrv56v5dou4i 112 4 long long JJ work_incs6r2ovzfh7ajrv56v5dou4i 112 5 average average JJ work_incs6r2ovzfh7ajrv56v5dou4i 112 6 path path NN work_incs6r2ovzfh7ajrv56v5dou4i 112 7 lengths length NNS work_incs6r2ovzfh7ajrv56v5dou4i 112 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 112 9 implying implying JJ work_incs6r2ovzfh7ajrv56v5dou4i 112 10 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 112 11 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 112 12 diffuse diffuse VB work_incs6r2ovzfh7ajrv56v5dou4i 112 13 slowly slowly RB work_incs6r2ovzfh7ajrv56v5dou4i 112 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 112 15 less less RBR work_incs6r2ovzfh7ajrv56v5dou4i 112 16 evenly evenly RB work_incs6r2ovzfh7ajrv56v5dou4i 112 17 : : : work_incs6r2ovzfh7ajrv56v5dou4i 112 18 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 112 19 average average JJ work_incs6r2ovzfh7ajrv56v5dou4i 112 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 112 21 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 112 22 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 112 23 separated separate VBN work_incs6r2ovzfh7ajrv56v5dou4i 112 24 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 112 25 12 12 CD work_incs6r2ovzfh7ajrv56v5dou4i 112 26 others other NNS work_incs6r2ovzfh7ajrv56v5dou4i 112 27 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 112 28 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 112 29 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 112 30 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 112 31 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 112 32 17 17 CD work_incs6r2ovzfh7ajrv56v5dou4i 112 33 others other NNS work_incs6r2ovzfh7ajrv56v5dou4i 112 34 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 112 35 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 112 36 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 112 37 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 112 38 . . . work_incs6r2ovzfh7ajrv56v5dou4i 113 1 Both both DT work_incs6r2ovzfh7ajrv56v5dou4i 113 2 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 113 3 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 113 4 divided divide VBN work_incs6r2ovzfh7ajrv56v5dou4i 113 5 into into IN work_incs6r2ovzfh7ajrv56v5dou4i 113 6 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 113 7 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 113 8 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 113 9 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 113 10 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 113 11 : : : work_incs6r2ovzfh7ajrv56v5dou4i 113 12 12,519 12,519 CD work_incs6r2ovzfh7ajrv56v5dou4i 113 13 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 113 14 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 113 15 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 113 16 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 113 17 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 113 18 28,528 28,528 CD work_incs6r2ovzfh7ajrv56v5dou4i 113 19 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 113 20 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 113 21 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 113 22 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 113 23 . . . work_incs6r2ovzfh7ajrv56v5dou4i 114 1 Information information NN work_incs6r2ovzfh7ajrv56v5dou4i 114 2 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 114 3 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 114 4 likely likely JJ work_incs6r2ovzfh7ajrv56v5dou4i 114 5 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 114 6 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 114 7 shared share VBN work_incs6r2ovzfh7ajrv56v5dou4i 114 8 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 114 9 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 114 10 : : : work_incs6r2ovzfh7ajrv56v5dou4i 114 11 average average JJ work_incs6r2ovzfh7ajrv56v5dou4i 114 12 clustering cluster VBG work_incs6r2ovzfh7ajrv56v5dou4i 114 13 coefficients coefficient NNS work_incs6r2ovzfh7ajrv56v5dou4i 114 14 calculated calculate VBN work_incs6r2ovzfh7ajrv56v5dou4i 114 15 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 114 16 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 114 17 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 114 18 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 114 19 0.012 0.012 CD work_incs6r2ovzfh7ajrv56v5dou4i 114 20 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 114 21 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 114 22 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 114 23 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 114 24 0.008 0.008 CD work_incs6r2ovzfh7ajrv56v5dou4i 114 25 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 114 26 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 114 27 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 114 28 . . . work_incs6r2ovzfh7ajrv56v5dou4i 115 1 Users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 2 had have VBD work_incs6r2ovzfh7ajrv56v5dou4i 115 3 dense dense JJ work_incs6r2ovzfh7ajrv56v5dou4i 115 4 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 5 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 115 6 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 115 7 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 8 within within IN work_incs6r2ovzfh7ajrv56v5dou4i 115 9 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 10 but but CC work_incs6r2ovzfh7ajrv56v5dou4i 115 11 sparse sparse JJ work_incs6r2ovzfh7ajrv56v5dou4i 115 12 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 13 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 115 14 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 15 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 115 16 different different JJ work_incs6r2ovzfh7ajrv56v5dou4i 115 17 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 18 : : : work_incs6r2ovzfh7ajrv56v5dou4i 115 19 although although IN work_incs6r2ovzfh7ajrv56v5dou4i 115 20 it -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 115 21 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 115 22 slightly slightly RB work_incs6r2ovzfh7ajrv56v5dou4i 115 23 lower low JJR work_incs6r2ovzfh7ajrv56v5dou4i 115 24 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 115 25 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 115 26 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 115 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 115 28 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 115 29 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 30 revealed reveal VBD work_incs6r2ovzfh7ajrv56v5dou4i 115 31 high high JJ work_incs6r2ovzfh7ajrv56v5dou4i 115 32 modularity modularity NN work_incs6r2ovzfh7ajrv56v5dou4i 115 33 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 115 34 scores score NNS work_incs6r2ovzfh7ajrv56v5dou4i 115 35 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 115 36 0.782 0.782 CD work_incs6r2ovzfh7ajrv56v5dou4i 115 37 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 115 38 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 115 39 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 115 40 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 115 41 0.797 0.797 CD work_incs6r2ovzfh7ajrv56v5dou4i 115 42 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 115 43 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 115 44 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 115 45 . . . work_incs6r2ovzfh7ajrv56v5dou4i 116 1 Both both DT work_incs6r2ovzfh7ajrv56v5dou4i 116 2 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 116 3 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 116 4 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 116 5 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 116 6 showed show VBD work_incs6r2ovzfh7ajrv56v5dou4i 116 7 very very RB work_incs6r2ovzfh7ajrv56v5dou4i 116 8 low low JJ work_incs6r2ovzfh7ajrv56v5dou4i 116 9 density density NN work_incs6r2ovzfh7ajrv56v5dou4i 116 10 : : : work_incs6r2ovzfh7ajrv56v5dou4i 116 11 density density NN work_incs6r2ovzfh7ajrv56v5dou4i 116 12 scores score NNS work_incs6r2ovzfh7ajrv56v5dou4i 116 13 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 116 14 0.0000034 0.0000034 CD work_incs6r2ovzfh7ajrv56v5dou4i 116 15 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 116 16 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 116 17 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 116 18 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 116 19 0.0000027 0.0000027 CD work_incs6r2ovzfh7ajrv56v5dou4i 116 20 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 116 21 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 116 22 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 116 23 . . . work_incs6r2ovzfh7ajrv56v5dou4i 117 1 User user NN work_incs6r2ovzfh7ajrv56v5dou4i 117 2 level level NN work_incs6r2ovzfh7ajrv56v5dou4i 117 3 Degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 117 4 analyses analysis NNS work_incs6r2ovzfh7ajrv56v5dou4i 117 5 revealed reveal VBD work_incs6r2ovzfh7ajrv56v5dou4i 117 6 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 117 7 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 117 8 very very RB work_incs6r2ovzfh7ajrv56v5dou4i 117 9 small small JJ work_incs6r2ovzfh7ajrv56v5dou4i 117 10 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 117 11 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 117 12 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 117 13 determined determine VBD work_incs6r2ovzfh7ajrv56v5dou4i 117 14 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 117 15 major major JJ work_incs6r2ovzfh7ajrv56v5dou4i 117 16 COVID-19 COVID-19 , work_incs6r2ovzfh7ajrv56v5dou4i 117 17 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 117 18 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 117 19 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 117 20 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 117 21 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 117 22 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 117 23 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 117 24 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 117 25 . . . work_incs6r2ovzfh7ajrv56v5dou4i 118 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 118 2 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 118 3 distributions distribution NNS work_incs6r2ovzfh7ajrv56v5dou4i 118 4 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 118 5 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 118 6 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 118 7 tended tend VBD work_incs6r2ovzfh7ajrv56v5dou4i 118 8 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 118 9 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 118 10 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 118 11 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 118 12 free free JJ work_incs6r2ovzfh7ajrv56v5dou4i 118 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 118 14 suggesting suggest VBG work_incs6r2ovzfh7ajrv56v5dou4i 118 15 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 118 16 hierarchical hierarchical JJ work_incs6r2ovzfh7ajrv56v5dou4i 118 17 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 118 18 . . . work_incs6r2ovzfh7ajrv56v5dou4i 119 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 119 2 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 119 3 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 119 4 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 119 5 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 119 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 119 7 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 119 8 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 119 9 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 119 10 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 119 11 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 119 12 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 119 13 ranged range VBD work_incs6r2ovzfh7ajrv56v5dou4i 119 14 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 119 15 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 119 17 11,954 11,954 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 18 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 119 19 N=438,821 n=438,821 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 119 21 M=1.47 M=1.47 NNP work_incs6r2ovzfh7ajrv56v5dou4i 119 22 , , , work_incs6r2ovzfh7ajrv56v5dou4i 119 23 Med=0 Med=0 NNP work_incs6r2ovzfh7ajrv56v5dou4i 119 24 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 119 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 119 26 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 119 27 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 119 28 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 119 29 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 119 30 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 119 31 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 119 32 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 33 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 119 34 158 158 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 35 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 119 36 N=438,821 n=438,821 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 37 , , , work_incs6r2ovzfh7ajrv56v5dou4i 119 38 M=1.47 M=1.47 NNP work_incs6r2ovzfh7ajrv56v5dou4i 119 39 , , , work_incs6r2ovzfh7ajrv56v5dou4i 119 40 Med=1 Med=1 NNP work_incs6r2ovzfh7ajrv56v5dou4i 119 41 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 119 42 , , , work_incs6r2ovzfh7ajrv56v5dou4i 119 43 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 119 44 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 119 45 betweenness betweenness JJ work_incs6r2ovzfh7ajrv56v5dou4i 119 46 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 119 47 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 119 48 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 49 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 119 50 43,409,213 43,409,213 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 51 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 119 52 N=438,821 n=438,821 CD work_incs6r2ovzfh7ajrv56v5dou4i 119 53 , , , work_incs6r2ovzfh7ajrv56v5dou4i 119 54 M=2,894.66 M=2,894.66 NNP work_incs6r2ovzfh7ajrv56v5dou4i 119 55 , , , work_incs6r2ovzfh7ajrv56v5dou4i 119 56 Med=0 Med=0 NNP work_incs6r2ovzfh7ajrv56v5dou4i 119 57 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 119 58 . . . work_incs6r2ovzfh7ajrv56v5dou4i 120 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 120 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 120 3 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 120 4 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 120 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 120 7 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 120 8 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 120 9 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 120 10 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 120 11 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 120 12 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 120 13 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 120 14 ranged range VBD work_incs6r2ovzfh7ajrv56v5dou4i 120 15 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 120 16 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 120 17 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 120 18 11,608 11,608 CD work_incs6r2ovzfh7ajrv56v5dou4i 120 19 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 120 20 N=531,019 n=531,019 CD work_incs6r2ovzfh7ajrv56v5dou4i 120 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 22 M=1.43 M=1.43 NNP work_incs6r2ovzfh7ajrv56v5dou4i 120 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 24 Med=0 Med=0 NNP work_incs6r2ovzfh7ajrv56v5dou4i 120 25 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 120 26 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 27 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 120 28 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 120 29 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 120 30 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 120 31 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 120 32 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 120 33 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 120 34 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 120 35 187 187 CD work_incs6r2ovzfh7ajrv56v5dou4i 120 36 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 120 37 N=531,019 n=531,019 UH work_incs6r2ovzfh7ajrv56v5dou4i 120 38 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 39 M=1.43 M=1.43 NNP work_incs6r2ovzfh7ajrv56v5dou4i 120 40 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 41 Med=1 Med=1 NNP work_incs6r2ovzfh7ajrv56v5dou4i 120 42 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 120 43 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 44 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 120 45 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 120 46 betweenness betweenness JJ work_incs6r2ovzfh7ajrv56v5dou4i 120 47 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 120 48 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 120 49 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 120 50 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 120 51 215,538,020 215,538,020 CD work_incs6r2ovzfh7ajrv56v5dou4i 120 52 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 120 53 N=531,019 N=531,019 NNP work_incs6r2ovzfh7ajrv56v5dou4i 120 54 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 55 M=16,452.62 M=16,452.62 NNP work_incs6r2ovzfh7ajrv56v5dou4i 120 56 , , , work_incs6r2ovzfh7ajrv56v5dou4i 120 57 Med=0 Med=0 NNP work_incs6r2ovzfh7ajrv56v5dou4i 120 58 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 120 59 . . . work_incs6r2ovzfh7ajrv56v5dou4i 121 1 All all DT work_incs6r2ovzfh7ajrv56v5dou4i 121 2 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 121 3 distributions distribution NNS work_incs6r2ovzfh7ajrv56v5dou4i 121 4 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 121 5 highly highly RB work_incs6r2ovzfh7ajrv56v5dou4i 121 6 right right JJ work_incs6r2ovzfh7ajrv56v5dou4i 121 7 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 121 8 skewed skewed JJ work_incs6r2ovzfh7ajrv56v5dou4i 121 9 : : : work_incs6r2ovzfh7ajrv56v5dou4i 121 10 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 121 11 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 121 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 121 13 skewness skewness NN work_incs6r2ovzfh7ajrv56v5dou4i 121 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 15 kurtosis kurtosis NN work_incs6r2ovzfh7ajrv56v5dou4i 121 16 scores score NNS work_incs6r2ovzfh7ajrv56v5dou4i 121 17 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 121 18 132.10 132.10 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 19 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 20 21,154.49 21,154.49 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 21 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 121 22 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 121 23 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 121 24 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 121 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 121 26 12.43 12.43 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 27 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 28 491.54 491.54 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 29 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 121 30 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 121 31 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 121 32 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 121 33 , , , work_incs6r2ovzfh7ajrv56v5dou4i 121 34 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 35 123.89 123.89 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 36 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 37 19,750.70 19,750.70 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 38 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 121 39 betweenness betweenness JJ work_incs6r2ovzfh7ajrv56v5dou4i 121 40 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 121 41 mention mention NNP work_incs6r2ovzfh7ajrv56v5dou4i 121 42 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 121 43 , , , work_incs6r2ovzfh7ajrv56v5dou4i 121 44 140.25 140.25 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 45 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 46 24,930.94 24,930.94 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 47 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 121 48 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 121 49 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 121 50 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 121 51 , , , work_incs6r2ovzfh7ajrv56v5dou4i 121 52 13.22 13.22 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 53 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 54 537.58 537.58 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 55 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 121 56 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 121 57 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 121 58 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 121 59 , , , work_incs6r2ovzfh7ajrv56v5dou4i 121 60 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 61 125.39 125.39 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 62 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 121 63 17,758.65 17,758.65 CD work_incs6r2ovzfh7ajrv56v5dou4i 121 64 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 121 65 betweenness betweenness JJ work_incs6r2ovzfh7ajrv56v5dou4i 121 66 . . . work_incs6r2ovzfh7ajrv56v5dou4i 122 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 122 2 in in NN work_incs6r2ovzfh7ajrv56v5dou4i 122 3 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 122 4 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 122 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 122 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 122 7 identified identified JJ work_incs6r2ovzfh7ajrv56v5dou4i 122 8 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 122 9 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 122 10 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 122 11 top top JJ work_incs6r2ovzfh7ajrv56v5dou4i 122 12 100 100 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 13 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 122 14 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 122 15 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 122 16 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 122 17 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 122 18 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 122 19 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 122 20 705 705 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 21 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 122 22 11,954 11,954 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 23 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 122 24 N=100 n=100 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 122 26 M=2,681 M=2,681 NNP work_incs6r2ovzfh7ajrv56v5dou4i 122 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 122 28 Med=1,506 Med=1,506 NNP work_incs6r2ovzfh7ajrv56v5dou4i 122 29 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 122 30 , , , work_incs6r2ovzfh7ajrv56v5dou4i 122 31 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 122 32 out- out- JJ work_incs6r2ovzfh7ajrv56v5dou4i 122 33 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 122 34 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 122 35 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 122 36 identified identified JJ work_incs6r2ovzfh7ajrv56v5dou4i 122 37 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 122 38 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 122 39 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 122 40 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 122 41 32 32 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 42 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 122 43 158 158 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 44 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 122 45 N=100 n=100 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 46 , , , work_incs6r2ovzfh7ajrv56v5dou4i 122 47 M=47 M=47 NNP work_incs6r2ovzfh7ajrv56v5dou4i 122 48 , , , work_incs6r2ovzfh7ajrv56v5dou4i 122 49 Med=38 Med=38 NNP work_incs6r2ovzfh7ajrv56v5dou4i 122 50 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 122 51 , , , work_incs6r2ovzfh7ajrv56v5dou4i 122 52 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 122 53 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 122 54 betweenness betweenness NN work_incs6r2ovzfh7ajrv56v5dou4i 122 55 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 122 56 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 122 57 identified identified JJ work_incs6r2ovzfh7ajrv56v5dou4i 122 58 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 122 59 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 122 60 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 122 61 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 122 62 2,728,657 2,728,657 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 63 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 122 64 43,309,213 43,309,213 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 65 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 122 66 N=100 n=100 CD work_incs6r2ovzfh7ajrv56v5dou4i 122 67 , , , work_incs6r2ovzfh7ajrv56v5dou4i 122 68 M=9,433,471 M=9,433,471 NNP work_incs6r2ovzfh7ajrv56v5dou4i 122 69 , , , work_incs6r2ovzfh7ajrv56v5dou4i 122 70 Med=6,886,086 med=6,886,086 LS work_incs6r2ovzfh7ajrv56v5dou4i 122 71 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 122 72 . . . work_incs6r2ovzfh7ajrv56v5dou4i 123 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 123 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 123 3 men- men- NN work_incs6r2ovzfh7ajrv56v5dou4i 123 4 tion tion NN work_incs6r2ovzfh7ajrv56v5dou4i 123 5 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 123 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 7 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 123 8 in in NN work_incs6r2ovzfh7ajrv56v5dou4i 123 9 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 123 10 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 123 11 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 123 12 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 123 13 identified identify VBN work_incs6r2ovzfh7ajrv56v5dou4i 123 14 infor- infor- XX work_incs6r2ovzfh7ajrv56v5dou4i 123 15 mation mation NN work_incs6r2ovzfh7ajrv56v5dou4i 123 16 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 123 17 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 123 18 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 123 19 749 749 CD work_incs6r2ovzfh7ajrv56v5dou4i 123 20 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 123 21 11,608 11,608 CD work_incs6r2ovzfh7ajrv56v5dou4i 123 22 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 123 23 N=100 n=100 CD work_incs6r2ovzfh7ajrv56v5dou4i 123 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 25 M=2,560 M=2,560 NNP work_incs6r2ovzfh7ajrv56v5dou4i 123 26 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 27 Med=1,815 Med=1,815 NNP work_incs6r2ovzfh7ajrv56v5dou4i 123 28 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 123 29 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 30 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 123 31 out out NN work_incs6r2ovzfh7ajrv56v5dou4i 123 32 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 123 33 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 123 34 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 123 35 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 123 36 identified identified JJ work_incs6r2ovzfh7ajrv56v5dou4i 123 37 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 123 38 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 123 39 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 123 40 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 123 41 39 39 CD work_incs6r2ovzfh7ajrv56v5dou4i 123 42 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 123 43 187 187 CD work_incs6r2ovzfh7ajrv56v5dou4i 123 44 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 123 45 N=100 n=100 UH work_incs6r2ovzfh7ajrv56v5dou4i 123 46 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 47 M=62 M=62 NNP work_incs6r2ovzfh7ajrv56v5dou4i 123 48 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 49 Med=52 Med=52 NNP work_incs6r2ovzfh7ajrv56v5dou4i 123 50 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 123 51 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 52 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 123 53 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 123 54 betweenness betweenness NN work_incs6r2ovzfh7ajrv56v5dou4i 123 55 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 123 56 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 123 57 identified identified JJ work_incs6r2ovzfh7ajrv56v5dou4i 123 58 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 123 59 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 123 60 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 123 61 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 123 62 15,904,090 15,904,090 CD work_incs6r2ovzfh7ajrv56v5dou4i 123 63 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 123 64 215,538,020 215,538,020 CD work_incs6r2ovzfh7ajrv56v5dou4i 123 65 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 123 66 N=100 n=100 UH work_incs6r2ovzfh7ajrv56v5dou4i 123 67 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 68 M=67,239,434 M=67,239,434 NNP work_incs6r2ovzfh7ajrv56v5dou4i 123 69 , , , work_incs6r2ovzfh7ajrv56v5dou4i 123 70 Med=40,851,672 Med=40,851,672 NNP work_incs6r2ovzfh7ajrv56v5dou4i 123 71 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 123 72 . . . work_incs6r2ovzfh7ajrv56v5dou4i 124 1 Table table NN work_incs6r2ovzfh7ajrv56v5dou4i 124 2 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 124 3 compares compare VBZ work_incs6r2ovzfh7ajrv56v5dou4i 124 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 124 5 summary summary NN work_incs6r2ovzfh7ajrv56v5dou4i 124 6 statistics statistic NNS work_incs6r2ovzfh7ajrv56v5dou4i 124 7 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 124 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 124 9 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 124 10 distribution distribution NN work_incs6r2ovzfh7ajrv56v5dou4i 124 11 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 124 12 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 124 13 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 124 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 124 15 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 124 16 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 124 17 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 124 18 . . . work_incs6r2ovzfh7ajrv56v5dou4i 125 1 Both both DT work_incs6r2ovzfh7ajrv56v5dou4i 125 2 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 125 3 followed follow VBD work_incs6r2ovzfh7ajrv56v5dou4i 125 4 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 125 5 power power NN work_incs6r2ovzfh7ajrv56v5dou4i 125 6 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 125 7 law law NN work_incs6r2ovzfh7ajrv56v5dou4i 125 8 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 125 9 distribution distribution NN work_incs6r2ovzfh7ajrv56v5dou4i 125 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 11 providing provide VBG work_incs6r2ovzfh7ajrv56v5dou4i 125 12 evidence evidence NN work_incs6r2ovzfh7ajrv56v5dou4i 125 13 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 125 14 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 125 15 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 125 16 free free JJ work_incs6r2ovzfh7ajrv56v5dou4i 125 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 18 hierarchical hierarchical JJ work_incs6r2ovzfh7ajrv56v5dou4i 125 19 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 125 20 : : : work_incs6r2ovzfh7ajrv56v5dou4i 125 21 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 125 22 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 125 23 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 125 24 α=0.957 α=0.957 NNS work_incs6r2ovzfh7ajrv56v5dou4i 125 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 26 R2=0.694 r2=0.694 NN work_incs6r2ovzfh7ajrv56v5dou4i 125 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 28 p<0.001 p<0.001 CD work_incs6r2ovzfh7ajrv56v5dou4i 125 29 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 125 30 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 125 31 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 125 32 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 125 33 α=1.860 α=1.860 NNS work_incs6r2ovzfh7ajrv56v5dou4i 125 34 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 35 R2=0.961 R2=0.961 NNP work_incs6r2ovzfh7ajrv56v5dou4i 125 36 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 37 p<0.001 p<0.001 CD work_incs6r2ovzfh7ajrv56v5dou4i 125 38 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 125 39 calculated calculate VBN work_incs6r2ovzfh7ajrv56v5dou4i 125 40 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 125 41 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 125 42 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 125 43 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 125 44 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 125 45 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 125 46 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 125 47 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 125 48 α=1.019 α=1.019 NNS work_incs6r2ovzfh7ajrv56v5dou4i 125 49 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 50 R2=0.704 R2=0.704 NNS work_incs6r2ovzfh7ajrv56v5dou4i 125 51 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 52 p<0.001 p<0.001 CD work_incs6r2ovzfh7ajrv56v5dou4i 125 53 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 125 54 out out NN work_incs6r2ovzfh7ajrv56v5dou4i 125 55 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 125 56 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 125 57 α=1.980 α=1.980 NNS work_incs6r2ovzfh7ajrv56v5dou4i 125 58 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 59 R2=0.964 R2=0.964 NNP work_incs6r2ovzfh7ajrv56v5dou4i 125 60 , , , work_incs6r2ovzfh7ajrv56v5dou4i 125 61 p<0.001 p<0.001 CD work_incs6r2ovzfh7ajrv56v5dou4i 125 62 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 125 63 calculated calculate VBN work_incs6r2ovzfh7ajrv56v5dou4i 125 64 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 125 65 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 125 66 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 125 67 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 125 68 . . . work_incs6r2ovzfh7ajrv56v5dou4i 126 1 Figure figure NN work_incs6r2ovzfh7ajrv56v5dou4i 126 2 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 126 3 shows show VBZ work_incs6r2ovzfh7ajrv56v5dou4i 126 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 126 5 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 126 6 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 126 7 free free JJ work_incs6r2ovzfh7ajrv56v5dou4i 126 8 in in NN work_incs6r2ovzfh7ajrv56v5dou4i 126 9 - - : work_incs6r2ovzfh7ajrv56v5dou4i 126 10 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 126 11 out- out- NN work_incs6r2ovzfh7ajrv56v5dou4i 126 12 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 126 13 distributions distribution NNS work_incs6r2ovzfh7ajrv56v5dou4i 126 14 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 126 15 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 126 16 log log NN work_incs6r2ovzfh7ajrv56v5dou4i 126 17 – – : work_incs6r2ovzfh7ajrv56v5dou4i 126 18 log log NN work_incs6r2ovzfh7ajrv56v5dou4i 126 19 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 126 20 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 126 21 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 126 22 raw raw JJ work_incs6r2ovzfh7ajrv56v5dou4i 126 23 score score NN work_incs6r2ovzfh7ajrv56v5dou4i 126 24 distributions distribution NNS work_incs6r2ovzfh7ajrv56v5dou4i 126 25 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 126 26 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 126 27 histogram histogram NN work_incs6r2ovzfh7ajrv56v5dou4i 126 28 . . . work_incs6r2ovzfh7ajrv56v5dou4i 127 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 127 2 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 127 3 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 127 4 classification classification NN work_incs6r2ovzfh7ajrv56v5dou4i 127 5 results result NNS work_incs6r2ovzfh7ajrv56v5dou4i 127 6 revealed reveal VBD work_incs6r2ovzfh7ajrv56v5dou4i 127 7 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 127 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 127 9 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 127 10 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 127 11 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 127 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 127 13 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 127 14 major major JJ work_incs6r2ovzfh7ajrv56v5dou4i 127 15 COVID-19 COVID-19 , work_incs6r2ovzfh7ajrv56v5dou4i 127 16 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 127 17 being be VBG work_incs6r2ovzfh7ajrv56v5dou4i 127 18 shared share VBN work_incs6r2ovzfh7ajrv56v5dou4i 127 19 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 127 20 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 127 21 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 127 22 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 127 23 primarily primarily RB work_incs6r2ovzfh7ajrv56v5dou4i 127 24 authored author VBN work_incs6r2ovzfh7ajrv56v5dou4i 127 25 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 127 26 non non JJ work_incs6r2ovzfh7ajrv56v5dou4i 127 27 - - NNS work_incs6r2ovzfh7ajrv56v5dou4i 127 28 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 127 29 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 127 30 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 127 31 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 127 32 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 127 33 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 127 34 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 127 35 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 127 36 primarily primarily RB work_incs6r2ovzfh7ajrv56v5dou4i 127 37 disseminated disseminate VBN work_incs6r2ovzfh7ajrv56v5dou4i 127 38 Table table NN work_incs6r2ovzfh7ajrv56v5dou4i 127 39 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 127 40 . . . work_incs6r2ovzfh7ajrv56v5dou4i 128 1 Network network NN work_incs6r2ovzfh7ajrv56v5dou4i 128 2 metrics metric NNS work_incs6r2ovzfh7ajrv56v5dou4i 128 3 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 128 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 128 5 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 128 6 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 128 7 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 128 8 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 128 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 129 1 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 129 2 Retweet Retweet NNP work_incs6r2ovzfh7ajrv56v5dou4i 129 3 Mention mention VBP work_incs6r2ovzfh7ajrv56v5dou4i 129 4 Number number NN work_incs6r2ovzfh7ajrv56v5dou4i 129 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 129 6 nodes node NNS work_incs6r2ovzfh7ajrv56v5dou4i 129 7 438,821 438,821 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 8 531,019 531,019 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 9 Number Number NNP work_incs6r2ovzfh7ajrv56v5dou4i 129 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 129 11 edges edge NNS work_incs6r2ovzfh7ajrv56v5dou4i 129 12 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 129 13 directed direct VBN work_incs6r2ovzfh7ajrv56v5dou4i 129 14 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 129 15 646,183 646,183 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 16 758,313 758,313 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 17 Diameter Diameter NNP work_incs6r2ovzfh7ajrv56v5dou4i 129 18 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 129 19 largest large JJS work_incs6r2ovzfh7ajrv56v5dou4i 129 20 connected connected JJ work_incs6r2ovzfh7ajrv56v5dou4i 129 21 component component NN work_incs6r2ovzfh7ajrv56v5dou4i 129 22 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 129 23 35 35 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 24 46 46 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 25 Average average JJ work_incs6r2ovzfh7ajrv56v5dou4i 129 26 path path NN work_incs6r2ovzfh7ajrv56v5dou4i 129 27 length length NN work_incs6r2ovzfh7ajrv56v5dou4i 129 28 12.09 12.09 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 29 16.58 16.58 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 30 Reciprocity Reciprocity NNP work_incs6r2ovzfh7ajrv56v5dou4i 129 31 0.002678 0.002678 . work_incs6r2ovzfh7ajrv56v5dou4i 129 32 0.004815 0.004815 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 33 Transitivity transitivity NN work_incs6r2ovzfh7ajrv56v5dou4i 129 34 0.000161 0.000161 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 35 0.000182 0.000182 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 36 Number Number NNP work_incs6r2ovzfh7ajrv56v5dou4i 129 37 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 129 38 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 129 39 12,519 12,519 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 40 28,528 28,528 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 41 Average average JJ work_incs6r2ovzfh7ajrv56v5dou4i 129 42 clustering clustering NN work_incs6r2ovzfh7ajrv56v5dou4i 129 43 coefficient coefficient NN work_incs6r2ovzfh7ajrv56v5dou4i 129 44 0.012 0.012 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 45 0.008 0.008 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 46 Modularity Modularity NNP work_incs6r2ovzfh7ajrv56v5dou4i 129 47 0.782 0.782 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 48 0.797 0.797 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 49 Density density NN work_incs6r2ovzfh7ajrv56v5dou4i 129 50 < < XX work_incs6r2ovzfh7ajrv56v5dou4i 129 51 0.001 0.001 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 52 < < XX work_incs6r2ovzfh7ajrv56v5dou4i 129 53 0.001 0.001 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 54 135 135 CD work_incs6r2ovzfh7ajrv56v5dou4i 129 55 CONNECTIONS connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 129 56 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 129 57 non non JJ work_incs6r2ovzfh7ajrv56v5dou4i 129 58 - - JJ work_incs6r2ovzfh7ajrv56v5dou4i 129 59 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 129 60 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 129 61 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 129 62 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 129 63 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 129 64 played play VBD work_incs6r2ovzfh7ajrv56v5dou4i 129 65 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 129 66 major major JJ work_incs6r2ovzfh7ajrv56v5dou4i 129 67 role role NN work_incs6r2ovzfh7ajrv56v5dou4i 129 68 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 129 69 brokering brokering NN work_incs6r2ovzfh7ajrv56v5dou4i 129 70 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 129 71 . . . work_incs6r2ovzfh7ajrv56v5dou4i 130 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 130 2 classified classified JJ work_incs6r2ovzfh7ajrv56v5dou4i 130 3 types type NNS work_incs6r2ovzfh7ajrv56v5dou4i 130 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 130 5 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 130 6 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 130 7 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 130 8 different different JJ work_incs6r2ovzfh7ajrv56v5dou4i 130 9 roles role NNS work_incs6r2ovzfh7ajrv56v5dou4i 130 10 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 130 11 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 130 12 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 130 13 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 130 14 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 130 15 statistically statistically RB work_incs6r2ovzfh7ajrv56v5dou4i 130 16 significantly significantly RB work_incs6r2ovzfh7ajrv56v5dou4i 130 17 different different JJ work_incs6r2ovzfh7ajrv56v5dou4i 130 18 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 130 19 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 130 20 another another DT work_incs6r2ovzfh7ajrv56v5dou4i 130 21 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 130 22 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 130 23 ps<0.001 ps<0.001 NNP work_incs6r2ovzfh7ajrv56v5dou4i 130 24 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 130 25 . . . work_incs6r2ovzfh7ajrv56v5dou4i 131 1 Significant significant JJ work_incs6r2ovzfh7ajrv56v5dou4i 131 2 difference difference NN work_incs6r2ovzfh7ajrv56v5dou4i 131 3 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 131 4 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 5 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 131 6 observed observe VBN work_incs6r2ovzfh7ajrv56v5dou4i 131 7 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 131 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 131 9 composition composition NN work_incs6r2ovzfh7ajrv56v5dou4i 131 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 131 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 131 12 identified identified JJ work_incs6r2ovzfh7ajrv56v5dou4i 131 13 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 131 14 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 15 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 131 16 α=0.10 α=0.10 NNP work_incs6r2ovzfh7ajrv56v5dou4i 131 17 : : : work_incs6r2ovzfh7ajrv56v5dou4i 131 18 Brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 19 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 131 20 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 131 21 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 131 22 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 131 23 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 131 24 most most RBS work_incs6r2ovzfh7ajrv56v5dou4i 131 25 frequently frequently RB work_incs6r2ovzfh7ajrv56v5dou4i 131 26 healthcare healthcare VBP work_incs6r2ovzfh7ajrv56v5dou4i 131 27 providers provider NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 28 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 131 29 ordinary ordinary JJ work_incs6r2ovzfh7ajrv56v5dou4i 131 30 citizens citizen NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 31 , , , work_incs6r2ovzfh7ajrv56v5dou4i 131 32 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 131 33 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 131 34 near near JJ work_incs6r2ovzfh7ajrv56v5dou4i 131 35 absence absence NN work_incs6r2ovzfh7ajrv56v5dou4i 131 36 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 131 37 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 131 38 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 39 whereas whereas IN work_incs6r2ovzfh7ajrv56v5dou4i 131 40 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 41 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 131 42 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 131 43 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 131 44 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 131 45 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 131 46 most most RBS work_incs6r2ovzfh7ajrv56v5dou4i 131 47 often often RB work_incs6r2ovzfh7ajrv56v5dou4i 131 48 research research NN work_incs6r2ovzfh7ajrv56v5dou4i 131 49 scientists scientist NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 50 followed follow VBN work_incs6r2ovzfh7ajrv56v5dou4i 131 51 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 131 52 healthcare healthcare NN work_incs6r2ovzfh7ajrv56v5dou4i 131 53 workers worker NNS work_incs6r2ovzfh7ajrv56v5dou4i 131 54 . . . work_incs6r2ovzfh7ajrv56v5dou4i 132 1 Table table NN work_incs6r2ovzfh7ajrv56v5dou4i 132 2 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 132 3 summarizes summarize VBZ work_incs6r2ovzfh7ajrv56v5dou4i 132 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 132 5 results result NNS work_incs6r2ovzfh7ajrv56v5dou4i 132 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 132 7 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 132 8 level level NN work_incs6r2ovzfh7ajrv56v5dou4i 132 9 analyses analysis NNS work_incs6r2ovzfh7ajrv56v5dou4i 132 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 133 1 Table table NN work_incs6r2ovzfh7ajrv56v5dou4i 133 2 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 133 3 shows show VBZ work_incs6r2ovzfh7ajrv56v5dou4i 133 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 133 5 p p NN work_incs6r2ovzfh7ajrv56v5dou4i 133 6 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 133 7 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 133 8 obtained obtain VBN work_incs6r2ovzfh7ajrv56v5dou4i 133 9 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 133 10 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 133 11 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 133 12 composition composition NN work_incs6r2ovzfh7ajrv56v5dou4i 133 13 comparison comparison NN work_incs6r2ovzfh7ajrv56v5dou4i 133 14 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 133 15 roles role NNS work_incs6r2ovzfh7ajrv56v5dou4i 133 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 133 17 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 133 18 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 133 19 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 133 20 Fisher Fisher NNP work_incs6r2ovzfh7ajrv56v5dou4i 133 21 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 133 22 exact exact JJ work_incs6r2ovzfh7ajrv56v5dou4i 133 23 test test NN work_incs6r2ovzfh7ajrv56v5dou4i 133 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 134 1 Retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 134 2 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 134 3 Information information NN work_incs6r2ovzfh7ajrv56v5dou4i 134 4 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 134 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 134 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 134 7 top top JJ work_incs6r2ovzfh7ajrv56v5dou4i 134 8 100 100 CD work_incs6r2ovzfh7ajrv56v5dou4i 134 9 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 134 10 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 134 11 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 134 12 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 134 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 134 14 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 134 15 almost almost RB work_incs6r2ovzfh7ajrv56v5dou4i 134 16 evenly evenly RB work_incs6r2ovzfh7ajrv56v5dou4i 134 17 divided divide VBN work_incs6r2ovzfh7ajrv56v5dou4i 134 18 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 134 19 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 134 20 four four CD work_incs6r2ovzfh7ajrv56v5dou4i 134 21 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 134 22 types type NNS work_incs6r2ovzfh7ajrv56v5dou4i 134 23 : : : work_incs6r2ovzfh7ajrv56v5dou4i 134 24 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 134 25 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 134 26 , , , work_incs6r2ovzfh7ajrv56v5dou4i 134 27 20 20 CD work_incs6r2ovzfh7ajrv56v5dou4i 134 28 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 134 29 ; ; , work_incs6r2ovzfh7ajrv56v5dou4i 134 30 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 134 31 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 134 32 , , , work_incs6r2ovzfh7ajrv56v5dou4i 134 33 16 16 CD work_incs6r2ovzfh7ajrv56v5dou4i 134 34 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 134 35 ; ; , work_incs6r2ovzfh7ajrv56v5dou4i 134 36 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 134 37 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 134 38 , , , work_incs6r2ovzfh7ajrv56v5dou4i 134 39 28 28 CD work_incs6r2ovzfh7ajrv56v5dou4i 134 40 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 134 41 ; ; , work_incs6r2ovzfh7ajrv56v5dou4i 134 42 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 134 43 non non NNS work_incs6r2ovzfh7ajrv56v5dou4i 134 44 - - NNS work_incs6r2ovzfh7ajrv56v5dou4i 134 45 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 134 46 , , , work_incs6r2ovzfh7ajrv56v5dou4i 134 47 36 36 CD work_incs6r2ovzfh7ajrv56v5dou4i 134 48 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 134 49 . . . work_incs6r2ovzfh7ajrv56v5dou4i 135 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 135 2 contrast contrast NN work_incs6r2ovzfh7ajrv56v5dou4i 135 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 135 4 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 135 5 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 135 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 135 7 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 135 8 top top JJ work_incs6r2ovzfh7ajrv56v5dou4i 135 9 100 100 CD work_incs6r2ovzfh7ajrv56v5dou4i 135 10 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 135 11 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 135 12 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 135 13 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 135 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 135 15 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 135 16 predominately predominately RB work_incs6r2ovzfh7ajrv56v5dou4i 135 17 non non JJ work_incs6r2ovzfh7ajrv56v5dou4i 135 18 - - NNS work_incs6r2ovzfh7ajrv56v5dou4i 135 19 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 135 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 135 21 76 76 CD work_incs6r2ovzfh7ajrv56v5dou4i 135 22 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 135 23 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 135 24 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 135 25 95 95 CD work_incs6r2ovzfh7ajrv56v5dou4i 135 26 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 135 27 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 135 28 them -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 135 29 being be VBG work_incs6r2ovzfh7ajrv56v5dou4i 135 30 ordinary ordinary JJ work_incs6r2ovzfh7ajrv56v5dou4i 135 31 people people NNS work_incs6r2ovzfh7ajrv56v5dou4i 135 32 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 135 33 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 135 34 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 135 35 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 135 36 handful handful NN work_incs6r2ovzfh7ajrv56v5dou4i 135 37 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 135 38 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 135 39 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 135 40 , , , work_incs6r2ovzfh7ajrv56v5dou4i 135 41 18 18 CD work_incs6r2ovzfh7ajrv56v5dou4i 135 42 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 135 43 . . . work_incs6r2ovzfh7ajrv56v5dou4i 136 1 Information information NN work_incs6r2ovzfh7ajrv56v5dou4i 136 2 Table Table NNP work_incs6r2ovzfh7ajrv56v5dou4i 136 3 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 136 4 . . . work_incs6r2ovzfh7ajrv56v5dou4i 137 1 Centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 137 2 statistics statistic NNS work_incs6r2ovzfh7ajrv56v5dou4i 137 3 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 137 4 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 137 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 137 6 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 137 7 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 137 8 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 137 9 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 137 10 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 137 11 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 137 12 . . . work_incs6r2ovzfh7ajrv56v5dou4i 138 1 Retweet Retweet NNP work_incs6r2ovzfh7ajrv56v5dou4i 138 2 Mention mention VBP work_incs6r2ovzfh7ajrv56v5dou4i 138 3 Influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 138 4 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 138 5 All all DT work_incs6r2ovzfh7ajrv56v5dou4i 138 6 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 138 7 Influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 138 8 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 138 9 All all DT work_incs6r2ovzfh7ajrv56v5dou4i 138 10 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 138 11 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 138 12 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 138 13 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 138 14 N=100 N=100 NNP work_incs6r2ovzfh7ajrv56v5dou4i 138 15 N=438,821 n=438,821 NN work_incs6r2ovzfh7ajrv56v5dou4i 138 16 N=100 N=100 NNP work_incs6r2ovzfh7ajrv56v5dou4i 138 17 N=531,019 N=531,019 NNP work_incs6r2ovzfh7ajrv56v5dou4i 138 18 Mean Mean NNP work_incs6r2ovzfh7ajrv56v5dou4i 138 19 2,681 2,681 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 20 1.47 1.47 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 21 2,560 2,560 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 22 1.43 1.43 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 23 SD sd IN work_incs6r2ovzfh7ajrv56v5dou4i 138 24 2,689 2,689 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 25 58.23 58.23 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 26 2,364 2,364 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 27 48.13 48.13 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 28 Median median JJ work_incs6r2ovzfh7ajrv56v5dou4i 138 29 1,506 1,506 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 30 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 31 1,815 1,815 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 32 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 138 33 Min Min NNP work_incs6r2ovzfh7ajrv56v5dou4i 138 34 . . . work_incs6r2ovzfh7ajrv56v5dou4i 139 1 705 705 CD work_incs6r2ovzfh7ajrv56v5dou4i 139 2 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 139 3 749 749 CD work_incs6r2ovzfh7ajrv56v5dou4i 139 4 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 139 5 Max Max NNP work_incs6r2ovzfh7ajrv56v5dou4i 139 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 140 1 11,954 11,954 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 2 11,954 11,954 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 3 11,608 11,608 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 4 11,608 11,608 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 5 Skewness Skewness NNP work_incs6r2ovzfh7ajrv56v5dou4i 140 6 132.10 132.10 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 7 140.25 140.25 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 8 Kurtosis kurtosis NN work_incs6r2ovzfh7ajrv56v5dou4i 140 9 21,154.49 21,154.49 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 10 24,930.94 24,930.94 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 11 Out out IN work_incs6r2ovzfh7ajrv56v5dou4i 140 12 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 140 13 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 140 14 N=100 N=100 NNP work_incs6r2ovzfh7ajrv56v5dou4i 140 15 N=438,821 n=438,821 NN work_incs6r2ovzfh7ajrv56v5dou4i 140 16 N=100 N=100 NNP work_incs6r2ovzfh7ajrv56v5dou4i 140 17 N=531,019 N=531,019 NNP work_incs6r2ovzfh7ajrv56v5dou4i 140 18 Mean Mean NNP work_incs6r2ovzfh7ajrv56v5dou4i 140 19 47 47 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 20 1.47 1.47 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 21 62 62 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 22 1.43 1.43 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 23 SD sd CD work_incs6r2ovzfh7ajrv56v5dou4i 140 24 23 23 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 25 1.78 1.78 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 26 29 29 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 27 2.09 2.09 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 28 Median Median NNP work_incs6r2ovzfh7ajrv56v5dou4i 140 29 38 38 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 30 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 31 52 52 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 32 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 140 33 Min Min NNP work_incs6r2ovzfh7ajrv56v5dou4i 140 34 . . . work_incs6r2ovzfh7ajrv56v5dou4i 141 1 32 32 CD work_incs6r2ovzfh7ajrv56v5dou4i 141 2 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 141 3 39 39 CD work_incs6r2ovzfh7ajrv56v5dou4i 141 4 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 141 5 Max Max NNP work_incs6r2ovzfh7ajrv56v5dou4i 141 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 142 1 158 158 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 2 158 158 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 3 187 187 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 4 187 187 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 5 Skewness Skewness NNP work_incs6r2ovzfh7ajrv56v5dou4i 142 6 12.43 12.43 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 7 13.22 13.22 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 8 Kurtosis Kurtosis NNP work_incs6r2ovzfh7ajrv56v5dou4i 142 9 491.54 491.54 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 10 537.58 537.58 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 11 Betweenness Betweenness NNP work_incs6r2ovzfh7ajrv56v5dou4i 142 12 N=100 N=100 NNP work_incs6r2ovzfh7ajrv56v5dou4i 142 13 N=438,821 n=438,821 NN work_incs6r2ovzfh7ajrv56v5dou4i 142 14 N=100 n=100 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 15 N=531,019 N=531,019 NNP work_incs6r2ovzfh7ajrv56v5dou4i 142 16 Mean Mean NNP work_incs6r2ovzfh7ajrv56v5dou4i 142 17 9,433,471 9,433,471 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 18 2,894.66 2,894.66 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 19 67,239,434 67,239,434 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 20 16,452.62 16,452.62 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 21 SD sd NN work_incs6r2ovzfh7ajrv56v5dou4i 142 22 7,976,886 7,976,886 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 23 188,252.40 188,252.40 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 24 58,763,864 58,763,864 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 25 1,230,822 1,230,822 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 26 Median median JJ work_incs6r2ovzfh7ajrv56v5dou4i 142 27 6,886,086 6,886,086 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 28 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 29 40,851,672 40,851,672 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 30 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 142 31 Min Min NNP work_incs6r2ovzfh7ajrv56v5dou4i 142 32 . . . work_incs6r2ovzfh7ajrv56v5dou4i 143 1 2,728,657 2,728,657 CD work_incs6r2ovzfh7ajrv56v5dou4i 143 2 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 143 3 15,904,090 15,904,090 CD work_incs6r2ovzfh7ajrv56v5dou4i 143 4 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 143 5 Max Max NNP work_incs6r2ovzfh7ajrv56v5dou4i 143 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 144 1 43,309,213 43,309,213 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 2 43,309,213 43,309,213 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 3 215,538,020 215,538,020 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 4 215,538,020 215,538,020 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 5 Skewness Skewness NNP work_incs6r2ovzfh7ajrv56v5dou4i 144 6 123.89 123.89 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 7 125.39 125.39 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 8 Kurtosis Kurtosis NNP work_incs6r2ovzfh7ajrv56v5dou4i 144 9 19,750.70 19,750.70 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 10 17,758.65 17,758.65 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 11 136 136 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 12 COVID-19 covid-19 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 13 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 144 14 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 144 15 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 144 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 144 17 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 144 18 top top JJ work_incs6r2ovzfh7ajrv56v5dou4i 144 19 100 100 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 20 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 144 21 betweenness betweenness JJ work_incs6r2ovzfh7ajrv56v5dou4i 144 22 , , , work_incs6r2ovzfh7ajrv56v5dou4i 144 23 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 144 24 predominately predominately RB work_incs6r2ovzfh7ajrv56v5dou4i 144 25 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 144 26 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 144 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 144 28 48 48 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 29 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 144 30 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 144 31 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 144 32 most most RBS work_incs6r2ovzfh7ajrv56v5dou4i 144 33 being be VBG work_incs6r2ovzfh7ajrv56v5dou4i 144 34 healthcare healthcare NN work_incs6r2ovzfh7ajrv56v5dou4i 144 35 providers provider NNS work_incs6r2ovzfh7ajrv56v5dou4i 144 36 , , , work_incs6r2ovzfh7ajrv56v5dou4i 144 37 60 60 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 38 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 144 39 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 144 40 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 144 41 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 144 42 non- non- NN work_incs6r2ovzfh7ajrv56v5dou4i 144 43 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 144 44 being be VBG work_incs6r2ovzfh7ajrv56v5dou4i 144 45 most most JJS work_incs6r2ovzfh7ajrv56v5dou4i 144 46 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 144 47 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 144 48 remainder remainder NN work_incs6r2ovzfh7ajrv56v5dou4i 144 49 , , , work_incs6r2ovzfh7ajrv56v5dou4i 144 50 27 27 CD work_incs6r2ovzfh7ajrv56v5dou4i 144 51 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 144 52 . . . work_incs6r2ovzfh7ajrv56v5dou4i 145 1 Mention mention VB work_incs6r2ovzfh7ajrv56v5dou4i 145 2 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 145 3 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 145 4 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 145 5 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 145 6 followed follow VBD work_incs6r2ovzfh7ajrv56v5dou4i 145 7 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 145 8 similar similar JJ work_incs6r2ovzfh7ajrv56v5dou4i 145 9 pattern pattern NN work_incs6r2ovzfh7ajrv56v5dou4i 145 10 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 145 11 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 145 12 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 145 13 being be VBG work_incs6r2ovzfh7ajrv56v5dou4i 145 14 almost almost RB work_incs6r2ovzfh7ajrv56v5dou4i 145 15 evenly evenly RB work_incs6r2ovzfh7ajrv56v5dou4i 145 16 divided divide VBN work_incs6r2ovzfh7ajrv56v5dou4i 145 17 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 145 18 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 145 19 four four CD work_incs6r2ovzfh7ajrv56v5dou4i 145 20 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 145 21 types type NNS work_incs6r2ovzfh7ajrv56v5dou4i 145 22 : : : work_incs6r2ovzfh7ajrv56v5dou4i 145 23 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 145 24 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 145 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 145 26 19 19 CD work_incs6r2ovzfh7ajrv56v5dou4i 145 27 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 145 28 ; ; , work_incs6r2ovzfh7ajrv56v5dou4i 145 29 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 145 30 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 145 31 , , , work_incs6r2ovzfh7ajrv56v5dou4i 145 32 18 18 CD work_incs6r2ovzfh7ajrv56v5dou4i 145 33 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 145 34 ; ; , work_incs6r2ovzfh7ajrv56v5dou4i 145 35 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 145 36 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 145 37 , , , work_incs6r2ovzfh7ajrv56v5dou4i 145 38 34 34 CD work_incs6r2ovzfh7ajrv56v5dou4i 145 39 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 145 40 ; ; , work_incs6r2ovzfh7ajrv56v5dou4i 145 41 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 145 42 non non NNS work_incs6r2ovzfh7ajrv56v5dou4i 145 43 - - NNS work_incs6r2ovzfh7ajrv56v5dou4i 145 44 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 145 45 , , , work_incs6r2ovzfh7ajrv56v5dou4i 145 46 29 29 CD work_incs6r2ovzfh7ajrv56v5dou4i 145 47 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 145 48 . . . work_incs6r2ovzfh7ajrv56v5dou4i 146 1 Infor- infor- IN work_incs6r2ovzfh7ajrv56v5dou4i 146 2 mation mation NN work_incs6r2ovzfh7ajrv56v5dou4i 146 3 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 146 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 146 5 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 146 6 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 146 7 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 146 8 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 146 9 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 146 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 146 11 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 146 12 predominately predominately RB work_incs6r2ovzfh7ajrv56v5dou4i 146 13 non non JJ work_incs6r2ovzfh7ajrv56v5dou4i 146 14 - - NNS work_incs6r2ovzfh7ajrv56v5dou4i 146 15 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 146 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 146 17 69 69 CD work_incs6r2ovzfh7ajrv56v5dou4i 146 18 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 146 19 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 146 20 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 146 21 93 93 CD work_incs6r2ovzfh7ajrv56v5dou4i 146 22 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 146 23 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 146 24 them -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 146 25 being be VBG work_incs6r2ovzfh7ajrv56v5dou4i 146 26 ordinary ordinary JJ work_incs6r2ovzfh7ajrv56v5dou4i 146 27 people people NNS work_incs6r2ovzfh7ajrv56v5dou4i 146 28 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 146 29 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 146 30 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 146 31 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 146 32 handful handful NN work_incs6r2ovzfh7ajrv56v5dou4i 146 33 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 146 34 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 146 35 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 146 36 , , , work_incs6r2ovzfh7ajrv56v5dou4i 146 37 17 17 CD work_incs6r2ovzfh7ajrv56v5dou4i 146 38 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 146 39 . . . work_incs6r2ovzfh7ajrv56v5dou4i 147 1 Information information NN work_incs6r2ovzfh7ajrv56v5dou4i 147 2 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 147 3 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 147 4 predominately predominately RB work_incs6r2ovzfh7ajrv56v5dou4i 147 5 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 147 6 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 147 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 147 8 57 57 CD work_incs6r2ovzfh7ajrv56v5dou4i 147 9 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 147 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 147 11 although although IN work_incs6r2ovzfh7ajrv56v5dou4i 147 12 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 147 13 this this DT work_incs6r2ovzfh7ajrv56v5dou4i 147 14 case case NN work_incs6r2ovzfh7ajrv56v5dou4i 147 15 these these DT work_incs6r2ovzfh7ajrv56v5dou4i 147 16 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 147 17 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 147 18 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 147 19 more more RBR work_incs6r2ovzfh7ajrv56v5dou4i 147 20 likely likely JJ work_incs6r2ovzfh7ajrv56v5dou4i 147 21 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 147 22 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 147 23 researchers researcher NNS work_incs6r2ovzfh7ajrv56v5dou4i 147 24 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 147 25 scientists scientist NNS work_incs6r2ovzfh7ajrv56v5dou4i 147 26 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 147 27 61 61 CD work_incs6r2ovzfh7ajrv56v5dou4i 147 28 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 147 29 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 147 30 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 147 31 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 147 32 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 147 33 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 147 34 16 16 CD work_incs6r2ovzfh7ajrv56v5dou4i 147 35 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 147 36 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 147 37 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 147 38 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 147 39 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 147 40 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 147 41 15 15 CD work_incs6r2ovzfh7ajrv56v5dou4i 147 42 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 147 43 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 147 44 primarily primarily RB work_incs6r2ovzfh7ajrv56v5dou4i 147 45 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 147 46 remainder remainder NN work_incs6r2ovzfh7ajrv56v5dou4i 147 47 . . . work_incs6r2ovzfh7ajrv56v5dou4i 148 1 Visualization Visualization NNP work_incs6r2ovzfh7ajrv56v5dou4i 148 2 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 148 3 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 148 4 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 148 5 hour hour NN work_incs6r2ovzfh7ajrv56v5dou4i 148 6 subset subset NN work_incs6r2ovzfh7ajrv56v5dou4i 148 7 data datum NNS work_incs6r2ovzfh7ajrv56v5dou4i 148 8 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 148 9 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 148 10 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 148 11 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 148 12 visualization visualization NN work_incs6r2ovzfh7ajrv56v5dou4i 148 13 consisted consist VBD work_incs6r2ovzfh7ajrv56v5dou4i 148 14 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 148 15 14,255 14,255 CD work_incs6r2ovzfh7ajrv56v5dou4i 148 16 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 148 17 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 148 18 15,907 15,907 CD work_incs6r2ovzfh7ajrv56v5dou4i 148 19 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 148 20 . . . work_incs6r2ovzfh7ajrv56v5dou4i 149 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 149 2 subset subset JJ work_incs6r2ovzfh7ajrv56v5dou4i 149 3 data datum NNS work_incs6r2ovzfh7ajrv56v5dou4i 149 4 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 149 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 149 6 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 149 7 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 149 8 visualization visualization NN work_incs6r2ovzfh7ajrv56v5dou4i 149 9 consisted consist VBD work_incs6r2ovzfh7ajrv56v5dou4i 149 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 149 11 16,379 16,379 CD work_incs6r2ovzfh7ajrv56v5dou4i 149 12 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 149 13 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 149 14 19,386 19,386 CD work_incs6r2ovzfh7ajrv56v5dou4i 149 15 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 149 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 150 1 Figure figure NN work_incs6r2ovzfh7ajrv56v5dou4i 150 2 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 150 3 visually visually RB work_incs6r2ovzfh7ajrv56v5dou4i 150 4 depicts depict VBZ work_incs6r2ovzfh7ajrv56v5dou4i 150 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 150 6 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 150 7 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 150 8 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 150 9 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 150 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 150 11 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 150 12 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 150 13 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 150 14 mention mention VBP work_incs6r2ovzfh7ajrv56v5dou4i 150 15 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 150 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 151 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 151 2 size size NN work_incs6r2ovzfh7ajrv56v5dou4i 151 3 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 151 4 color color NN work_incs6r2ovzfh7ajrv56v5dou4i 151 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 151 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 151 7 nodes node NNS work_incs6r2ovzfh7ajrv56v5dou4i 151 8 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 151 9 made make VBN work_incs6r2ovzfh7ajrv56v5dou4i 151 10 proportional proportional JJ work_incs6r2ovzfh7ajrv56v5dou4i 151 11 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 151 12 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 151 13 unweighted unweighted JJ work_incs6r2ovzfh7ajrv56v5dou4i 151 14 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 151 15 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 151 16 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 151 17 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 151 18 score score NN work_incs6r2ovzfh7ajrv56v5dou4i 151 19 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 151 20 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 151 21 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 151 22 . . . work_incs6r2ovzfh7ajrv56v5dou4i 152 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 152 2 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 152 3 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 152 4 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 152 5 represented represent VBD work_incs6r2ovzfh7ajrv56v5dou4i 152 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 152 7 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 152 8 exchange exchange NN work_incs6r2ovzfh7ajrv56v5dou4i 152 9 links link NNS work_incs6r2ovzfh7ajrv56v5dou4i 152 10 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 152 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 152 12 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 152 13 . . . work_incs6r2ovzfh7ajrv56v5dou4i 153 1 Directions direction NNS work_incs6r2ovzfh7ajrv56v5dou4i 153 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 153 3 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 153 4 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 153 5 ignored ignore VBN work_incs6r2ovzfh7ajrv56v5dou4i 153 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 154 1 Attention attention NN work_incs6r2ovzfh7ajrv56v5dou4i 154 2 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 154 3 focused focus VBN work_incs6r2ovzfh7ajrv56v5dou4i 154 4 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 154 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 154 6 overall overall JJ work_incs6r2ovzfh7ajrv56v5dou4i 154 7 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 154 8 distribution distribution NN work_incs6r2ovzfh7ajrv56v5dou4i 154 9 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 154 10 connectivity connectivity NN work_incs6r2ovzfh7ajrv56v5dou4i 154 11 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 154 12 high high JJ work_incs6r2ovzfh7ajrv56v5dou4i 154 13 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 154 14 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 154 15 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 154 16 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 154 17 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 154 18 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 154 19 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 154 20 lower low JJR work_incs6r2ovzfh7ajrv56v5dou4i 154 21 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 154 22 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 154 23 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 154 24 help help VB work_incs6r2ovzfh7ajrv56v5dou4i 154 25 reveal reveal VB work_incs6r2ovzfh7ajrv56v5dou4i 154 26 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 154 27 overall overall JJ work_incs6r2ovzfh7ajrv56v5dou4i 154 28 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 154 29 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 154 30 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 154 31 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 154 32 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 154 33 . . . work_incs6r2ovzfh7ajrv56v5dou4i 155 1 Spatialization spatialization NN work_incs6r2ovzfh7ajrv56v5dou4i 155 2 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 155 3 used use VBN work_incs6r2ovzfh7ajrv56v5dou4i 155 4 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 155 5 draw draw VB work_incs6r2ovzfh7ajrv56v5dou4i 155 6 nodes node NNS work_incs6r2ovzfh7ajrv56v5dou4i 155 7 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 155 8 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 155 9 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 155 10 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 155 11 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 155 12 central central JJ work_incs6r2ovzfh7ajrv56v5dou4i 155 13 positions position NNS work_incs6r2ovzfh7ajrv56v5dou4i 155 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 156 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 156 2 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 156 3 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 156 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 156 5 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 156 6 hierarchical hierarchical JJ work_incs6r2ovzfh7ajrv56v5dou4i 156 7 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 156 8 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 156 9 apparent apparent JJ work_incs6r2ovzfh7ajrv56v5dou4i 156 10 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 156 11 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 156 12 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 156 13 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 156 14 concentrated concentrated JJ work_incs6r2ovzfh7ajrv56v5dou4i 156 15 Figure Figure NNP work_incs6r2ovzfh7ajrv56v5dou4i 156 16 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 156 17 : : : work_incs6r2ovzfh7ajrv56v5dou4i 156 18 Scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 156 19 free free JJ work_incs6r2ovzfh7ajrv56v5dou4i 156 20 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 156 21 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 156 22 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 156 23 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 156 24 out out JJ work_incs6r2ovzfh7ajrv56v5dou4i 156 25 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 156 26 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 156 27 distributions distribution NNS work_incs6r2ovzfh7ajrv56v5dou4i 156 28 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 156 29 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 156 30 log log NN work_incs6r2ovzfh7ajrv56v5dou4i 156 31 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 156 32 log log NN work_incs6r2ovzfh7ajrv56v5dou4i 156 33 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 156 34 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 156 35 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 156 36 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 156 37 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 156 38 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 156 39 . . . work_incs6r2ovzfh7ajrv56v5dou4i 157 1 Note note VB work_incs6r2ovzfh7ajrv56v5dou4i 157 2 : : : work_incs6r2ovzfh7ajrv56v5dou4i 157 3 Users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 157 4 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 157 5 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 157 6 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 157 7 score score NN work_incs6r2ovzfh7ajrv56v5dou4i 157 8 > > XX work_incs6r2ovzfh7ajrv56v5dou4i 157 9 15 15 CD work_incs6r2ovzfh7ajrv56v5dou4i 157 10 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 157 11 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 157 12 shown show VBN work_incs6r2ovzfh7ajrv56v5dou4i 157 13 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 157 14 histograms histogram NNS work_incs6r2ovzfh7ajrv56v5dou4i 157 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 158 1 137 137 CD work_incs6r2ovzfh7ajrv56v5dou4i 158 2 CONNECTIONS connections NN work_incs6r2ovzfh7ajrv56v5dou4i 158 3 T T NNP work_incs6r2ovzfh7ajrv56v5dou4i 158 4 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 158 5 b b NN work_incs6r2ovzfh7ajrv56v5dou4i 158 6 le le NN work_incs6r2ovzfh7ajrv56v5dou4i 158 7 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 158 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 159 1 O o UH work_incs6r2ovzfh7ajrv56v5dou4i 159 2 c c NN work_incs6r2ovzfh7ajrv56v5dou4i 159 3 c c NN work_incs6r2ovzfh7ajrv56v5dou4i 159 4 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 5 p p NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 6 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 7 ti ti NN work_incs6r2ovzfh7ajrv56v5dou4i 159 8 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 9 n n NN work_incs6r2ovzfh7ajrv56v5dou4i 159 10 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 11 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 12 f f NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 13 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 14 fl fl NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 15 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 16 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 17 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 18 ti ti NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 19 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 20 l l NN work_incs6r2ovzfh7ajrv56v5dou4i 159 21 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 22 se se FW work_incs6r2ovzfh7ajrv56v5dou4i 159 23 rs rs NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 24 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 25 r r NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 26 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 27 tw tw NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 28 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 29 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 30 t t NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 31 a a NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 32 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 33 d d NN work_incs6r2ovzfh7ajrv56v5dou4i 159 34 m m NN work_incs6r2ovzfh7ajrv56v5dou4i 159 35 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 36 n n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 37 ti ti NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 38 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 39 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 40 n n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 41 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 42 tw tw NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 43 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 44 rk rk NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 45 s. s. VBN work_incs6r2ovzfh7ajrv56v5dou4i 159 46 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 47 fo fo NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 48 rm rm NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 49 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 50 ti ti NN work_incs6r2ovzfh7ajrv56v5dou4i 159 51 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 52 n n NN work_incs6r2ovzfh7ajrv56v5dou4i 159 53 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 54 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 55 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 56 rc rc NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 57 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 58 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 59 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 60 N n NN work_incs6r2ovzfh7ajrv56v5dou4i 159 61 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 159 62 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 63 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 64 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 65 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 66 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 67 fo fo NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 68 rm rm NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 69 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 70 ti ti NN work_incs6r2ovzfh7ajrv56v5dou4i 159 71 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 72 n n NN work_incs6r2ovzfh7ajrv56v5dou4i 159 73 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 74 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 159 75 se se NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 76 m m NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 77 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 78 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 79 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 159 80 rs rs NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 81 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 82 N n NN work_incs6r2ovzfh7ajrv56v5dou4i 159 83 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 159 84 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 85 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 86 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 87 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 88 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 89 fo fo NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 90 rm rm NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 91 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 92 ti ti NN work_incs6r2ovzfh7ajrv56v5dou4i 159 93 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 94 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 95 b b NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 96 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 97 k k NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 98 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 99 rs rs NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 100 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 101 N n NN work_incs6r2ovzfh7ajrv56v5dou4i 159 102 = = SYM work_incs6r2ovzfh7ajrv56v5dou4i 159 103 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 104 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 105 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 106 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 107 R r NN work_incs6r2ovzfh7ajrv56v5dou4i 159 108 et et NN work_incs6r2ovzfh7ajrv56v5dou4i 159 109 w w NN work_incs6r2ovzfh7ajrv56v5dou4i 159 110 ee ee NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 111 t t NN work_incs6r2ovzfh7ajrv56v5dou4i 159 112 H H NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 113 ea ea NN work_incs6r2ovzfh7ajrv56v5dou4i 159 114 lth lth NN work_incs6r2ovzfh7ajrv56v5dou4i 159 115 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 116 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 117 C C NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 118 ar ar NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 119 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 120 p p NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 121 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 122 vi vi NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 123 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 124 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 125 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 126 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 127 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 128 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 129 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 130 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 131 .0 .0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 132 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 133 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 134 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 135 C C NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 136 ar ar NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 137 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 138 p p NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 139 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 140 vi vi NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 141 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 142 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 143 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 144 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 145 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 146 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 147 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 148 .3 .3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 149 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 150 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 151 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 152 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 153 C c NN work_incs6r2ovzfh7ajrv56v5dou4i 159 154 ar ar NN work_incs6r2ovzfh7ajrv56v5dou4i 159 155 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 156 p p NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 157 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 158 vi vi NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 159 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 160 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 161 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 162 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 163 9 9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 164 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 165 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 166 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 167 .4 .4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 168 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 169 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 170 p p NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 171 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 172 fe fe FW work_incs6r2ovzfh7ajrv56v5dou4i 159 173 ss ss NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 174 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 175 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 176 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 177 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 178 R R NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 179 es es XX work_incs6r2ovzfh7ajrv56v5dou4i 159 180 ea ea NN work_incs6r2ovzfh7ajrv56v5dou4i 159 181 rc rc NN work_incs6r2ovzfh7ajrv56v5dou4i 159 182 h h NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 183 er er UH work_incs6r2ovzfh7ajrv56v5dou4i 159 184 s/ s/ NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 185 S S NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 186 ci ci NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 187 en en NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 188 tis tis NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 189 ts ts NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 190 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 191 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 192 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 193 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 194 .0 .0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 195 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 196 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 197 R r NN work_incs6r2ovzfh7ajrv56v5dou4i 159 198 es es XX work_incs6r2ovzfh7ajrv56v5dou4i 159 199 ea ea NN work_incs6r2ovzfh7ajrv56v5dou4i 159 200 rc rc NN work_incs6r2ovzfh7ajrv56v5dou4i 159 201 h h NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 202 er er UH work_incs6r2ovzfh7ajrv56v5dou4i 159 203 s/ s/ NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 204 S S NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 205 ci ci NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 206 en en NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 207 tis tis NN work_incs6r2ovzfh7ajrv56v5dou4i 159 208 ts ts NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 209 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 210 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 211 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 212 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 213 .7 .7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 214 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 215 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 216 R r NN work_incs6r2ovzfh7ajrv56v5dou4i 159 217 es es XX work_incs6r2ovzfh7ajrv56v5dou4i 159 218 ea ea NN work_incs6r2ovzfh7ajrv56v5dou4i 159 219 rc rc NN work_incs6r2ovzfh7ajrv56v5dou4i 159 220 h h NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 221 er er UH work_incs6r2ovzfh7ajrv56v5dou4i 159 222 s/ s/ NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 223 S S NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 224 ci ci NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 225 en en NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 226 tis tis NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 227 ts ts NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 228 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 229 9 9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 230 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 231 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 232 9 9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 233 .6 .6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 234 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 235 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 236 C C NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 237 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 238 m m NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 239 m m NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 240 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 241 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 242 ic ic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 243 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 159 244 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 245 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 246 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 247 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 248 M M NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 249 ed ed NN work_incs6r2ovzfh7ajrv56v5dou4i 159 250 ia ia NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 251 b b NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 252 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 253 ad ad NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 254 ca ca NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 255 st st NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 256 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 257 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 258 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 259 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 260 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 261 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 262 .8 .8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 263 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 264 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 265 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 266 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 267 M m CD work_incs6r2ovzfh7ajrv56v5dou4i 159 268 ed ed NN work_incs6r2ovzfh7ajrv56v5dou4i 159 269 ia ia NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 270 b b NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 271 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 272 ad ad NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 273 ca ca NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 274 st st NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 275 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 276 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 277 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 278 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 279 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 280 7 7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 281 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 282 .2 .2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 283 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 284 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 285 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 286 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 287 M M NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 288 ed ed NN work_incs6r2ovzfh7ajrv56v5dou4i 159 289 ia ia NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 290 b b NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 291 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 292 ad ad NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 293 ca ca NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 294 st st NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 295 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 296 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 297 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 298 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 299 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 300 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 301 .8 .8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 302 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 303 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 304 p p NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 305 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 306 fe fe FW work_incs6r2ovzfh7ajrv56v5dou4i 159 307 ss ss NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 308 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 309 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 310 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 311 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 312 Jo Jo NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 313 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 314 rn rn NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 315 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 316 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 159 317 ts ts NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 318 /R /R . work_incs6r2ovzfh7ajrv56v5dou4i 159 319 ep ep NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 320 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 321 rt rt NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 322 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 323 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 324 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 325 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 326 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 327 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 328 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 329 .2 .2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 330 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 331 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 332 Jo Jo NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 333 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 334 rn rn NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 335 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 336 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 159 337 ts ts NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 338 /R /R . work_incs6r2ovzfh7ajrv56v5dou4i 159 339 ep ep NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 340 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 341 rt rt NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 342 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 343 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 344 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 345 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 346 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 347 7 7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 348 .8 .8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 349 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 350 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 351 Jo Jo NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 352 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 353 rn rn NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 354 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 355 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 159 356 ts ts NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 357 /R /R . work_incs6r2ovzfh7ajrv56v5dou4i 159 358 ep ep NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 359 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 360 rt rt NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 361 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 362 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 363 9 9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 364 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 365 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 366 9 9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 367 .2 .2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 368 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 369 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 370 G g NN work_incs6r2ovzfh7ajrv56v5dou4i 159 371 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 372 ve ve NN work_incs6r2ovzfh7ajrv56v5dou4i 159 373 rn rn NN work_incs6r2ovzfh7ajrv56v5dou4i 159 374 m m NN work_incs6r2ovzfh7ajrv56v5dou4i 159 375 en en IN work_incs6r2ovzfh7ajrv56v5dou4i 159 376 t t NN work_incs6r2ovzfh7ajrv56v5dou4i 159 377 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 378 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 379 P p NN work_incs6r2ovzfh7ajrv56v5dou4i 159 380 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 381 lit light VBN work_incs6r2ovzfh7ajrv56v5dou4i 159 382 ic ic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 383 ia ia NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 384 n n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 385 s/ s/ NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 386 P P NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 387 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 388 lic lic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 389 y y NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 390 m m NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 391 ak ak NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 392 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 393 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 394 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 395 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 396 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 397 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 398 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 399 .1 .1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 400 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 401 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 402 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 403 P p NN work_incs6r2ovzfh7ajrv56v5dou4i 159 404 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 405 lit light VBD work_incs6r2ovzfh7ajrv56v5dou4i 159 406 ic ic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 407 ia ia NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 408 n n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 409 s/ s/ NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 410 P P NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 411 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 412 lic lic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 413 y y NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 414 m m NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 415 ak ak NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 416 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 417 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 418 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 419 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 420 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 421 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 422 .3 .3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 423 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 424 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 425 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 426 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 427 P p NN work_incs6r2ovzfh7ajrv56v5dou4i 159 428 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 429 lit light VBD work_incs6r2ovzfh7ajrv56v5dou4i 159 430 ic ic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 431 ia ia NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 432 n n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 433 s/ s/ NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 434 P P NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 435 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 436 lic lic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 437 y y NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 438 m m NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 439 ak ak NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 440 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 441 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 442 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 443 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 444 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 445 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 446 .0 .0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 447 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 448 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 449 o o NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 450 ffi ffi NN work_incs6r2ovzfh7ajrv56v5dou4i 159 451 ci ci NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 452 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 453 N N NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 454 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 159 455 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 456 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 457 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 458 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 459 g g NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 460 en en FW work_incs6r2ovzfh7ajrv56v5dou4i 159 461 ci ci FW work_incs6r2ovzfh7ajrv56v5dou4i 159 462 es es NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 463 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 464 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 465 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 466 7 7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 467 .9 .9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 468 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 469 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 470 N n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 471 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 159 472 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 473 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 474 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 475 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 476 g g NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 477 en en FW work_incs6r2ovzfh7ajrv56v5dou4i 159 478 ci ci FW work_incs6r2ovzfh7ajrv56v5dou4i 159 479 es es NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 480 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 481 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 482 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 483 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 484 .7 .7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 485 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 486 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 487 N n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 488 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 159 489 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 490 n n NNP 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552 7 7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 553 P p NN work_incs6r2ovzfh7ajrv56v5dou4i 159 554 u u NN work_incs6r2ovzfh7ajrv56v5dou4i 159 555 b b NN work_incs6r2ovzfh7ajrv56v5dou4i 159 556 lic lic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 557 f f NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 558 ig ig NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 559 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 560 re re NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 561 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 562 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 563 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 564 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 565 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 566 .2 .2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 567 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 568 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 569 O o UH work_incs6r2ovzfh7ajrv56v5dou4i 159 570 rd rd NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 571 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 572 ar ar NNP 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159 653 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 654 .2 .2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 655 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 656 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 657 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 658 C c NN work_incs6r2ovzfh7ajrv56v5dou4i 159 659 ar ar NN work_incs6r2ovzfh7ajrv56v5dou4i 159 660 e e NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 661 p p NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 662 ro ro NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 663 vi vi NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 664 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 665 er er NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 666 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 667 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 668 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 669 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 670 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 671 .0 .0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 672 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 673 ) ) -RRB- 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work_incs6r2ovzfh7ajrv56v5dou4i 159 977 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 159 978 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 979 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 980 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 981 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 982 g g NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 983 en en FW work_incs6r2ovzfh7ajrv56v5dou4i 159 984 ci ci FW work_incs6r2ovzfh7ajrv56v5dou4i 159 985 es es NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 986 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 987 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 988 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 989 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 990 .7 .7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 991 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 992 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 993 N n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 994 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 159 995 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 996 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 997 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 998 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 999 g g NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1000 en en FW work_incs6r2ovzfh7ajrv56v5dou4i 159 1001 ci ci FW work_incs6r2ovzfh7ajrv56v5dou4i 159 1002 es es NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1003 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1004 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1005 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1006 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1007 .6 .6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1008 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1009 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1010 N n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 1011 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 159 1012 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1013 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1014 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1015 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 159 1016 g g NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1017 en en FW work_incs6r2ovzfh7ajrv56v5dou4i 159 1018 ci ci FW work_incs6r2ovzfh7ajrv56v5dou4i 159 1019 es es NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1020 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1021 0 0 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1022 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1023 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1024 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1025 .5 .5 . work_incs6r2ovzfh7ajrv56v5dou4i 159 1026 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1027 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1028 N n NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1029 o o NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1030 n n CC work_incs6r2ovzfh7ajrv56v5dou4i 159 1031 -p -p : work_incs6r2ovzfh7ajrv56v5dou4i 159 1032 ro ro FW work_incs6r2ovzfh7ajrv56v5dou4i 159 1033 fe fe FW work_incs6r2ovzfh7ajrv56v5dou4i 159 1034 ss ss NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1035 io io NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1036 n n NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1037 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1038 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1039 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1040 9 9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1041 P p NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1042 u u NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1043 b b NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1044 lic lic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1045 f f NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1046 ig ig NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1047 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1048 re re NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1049 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1050 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1051 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1052 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1053 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1054 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1055 .2 .2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1056 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1057 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1058 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1059 9 9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1060 P p NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1061 u u NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1062 b b NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1063 lic lic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1064 f f NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1065 ig ig NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1066 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1067 re re NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1068 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1069 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1070 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1071 7 7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1072 .2 .2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1073 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1074 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1075 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1076 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1077 P p NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1078 u u NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1079 b b NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1080 lic lic NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1081 f f NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1082 ig ig NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1083 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1084 re re NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1085 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1086 8 8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1087 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1088 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1089 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1090 .7 .7 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1091 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1092 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1093 O o UH work_incs6r2ovzfh7ajrv56v5dou4i 159 1094 rd rd NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1095 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 1096 ar ar NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1097 y y NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1098 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 1099 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1100 iv iv NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1101 i -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 159 1102 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1103 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1104 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1105 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1106 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1107 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1108 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1109 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1110 .8 .8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1111 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1112 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1113 O o UH work_incs6r2ovzfh7ajrv56v5dou4i 159 1114 rd rd NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1115 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 1116 ar ar NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1117 y y NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1118 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 1119 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1120 iv iv NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1121 i -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 159 1122 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1123 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1124 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1125 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1126 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1127 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1128 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1129 9 9 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1130 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1131 .8 .8 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1132 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1133 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1134 O o UH work_incs6r2ovzfh7ajrv56v5dou4i 159 1135 rd rd NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1136 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 1137 ar ar NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1138 y y NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1139 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 159 1140 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1141 iv iv NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1142 i -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 159 1143 d d NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1144 u u NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1145 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1146 s s NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1147 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1148 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1149 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1150 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1151 .3 .3 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1152 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1153 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 159 1154 138 138 CD work_incs6r2ovzfh7ajrv56v5dou4i 159 1155 COVID-19 covid-19 NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1156 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1157 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 159 1158 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 159 1159 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 159 1160 center center NN work_incs6r2ovzfh7ajrv56v5dou4i 159 1161 where where WRB work_incs6r2ovzfh7ajrv56v5dou4i 159 1162 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 159 1163 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 159 1164 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 159 1165 located locate VBN work_incs6r2ovzfh7ajrv56v5dou4i 159 1166 . . . work_incs6r2ovzfh7ajrv56v5dou4i 160 1 A a DT work_incs6r2ovzfh7ajrv56v5dou4i 160 2 significant significant JJ work_incs6r2ovzfh7ajrv56v5dou4i 160 3 portion portion NN work_incs6r2ovzfh7ajrv56v5dou4i 160 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 160 5 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 160 6 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 160 7 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 160 8 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 160 9 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 160 10 connected connect VBN work_incs6r2ovzfh7ajrv56v5dou4i 160 11 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 160 12 only only RB work_incs6r2ovzfh7ajrv56v5dou4i 160 13 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 160 14 few few JJ work_incs6r2ovzfh7ajrv56v5dou4i 160 15 others other NNS work_incs6r2ovzfh7ajrv56v5dou4i 160 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 160 17 whereas whereas IN work_incs6r2ovzfh7ajrv56v5dou4i 160 18 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 160 19 few few JJ work_incs6r2ovzfh7ajrv56v5dou4i 160 20 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 160 21 had have VBD work_incs6r2ovzfh7ajrv56v5dou4i 160 22 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 160 23 huge huge JJ work_incs6r2ovzfh7ajrv56v5dou4i 160 24 proportion proportion NN work_incs6r2ovzfh7ajrv56v5dou4i 160 25 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 160 26 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 160 27 . . . work_incs6r2ovzfh7ajrv56v5dou4i 161 1 Both both DT work_incs6r2ovzfh7ajrv56v5dou4i 161 2 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 161 3 exhibited exhibit VBD work_incs6r2ovzfh7ajrv56v5dou4i 161 4 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 161 5 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 161 6 core core NN work_incs6r2ovzfh7ajrv56v5dou4i 161 7 cluster cluster NN work_incs6r2ovzfh7ajrv56v5dou4i 161 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 161 9 comprised comprise VBN work_incs6r2ovzfh7ajrv56v5dou4i 161 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 161 11 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 161 12 small small JJ work_incs6r2ovzfh7ajrv56v5dou4i 161 13 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 161 14 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 161 15 high high JJ work_incs6r2ovzfh7ajrv56v5dou4i 161 16 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 161 17 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 161 18 – – : work_incs6r2ovzfh7ajrv56v5dou4i 161 19 represented represent VBN work_incs6r2ovzfh7ajrv56v5dou4i 161 20 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 161 21 bigger big JJR work_incs6r2ovzfh7ajrv56v5dou4i 161 22 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 161 23 brighter bright JJR work_incs6r2ovzfh7ajrv56v5dou4i 161 24 nodes node NNS work_incs6r2ovzfh7ajrv56v5dou4i 161 25 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 161 26 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 161 27 figure figure NN work_incs6r2ovzfh7ajrv56v5dou4i 161 28 – – : work_incs6r2ovzfh7ajrv56v5dou4i 161 29 surrounded surround VBN work_incs6r2ovzfh7ajrv56v5dou4i 161 30 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 161 31 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 161 32 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 161 33 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 161 34 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 161 35 less less JJR work_incs6r2ovzfh7ajrv56v5dou4i 161 36 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 161 37 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 161 38 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 161 39 small small JJ work_incs6r2ovzfh7ajrv56v5dou4i 161 40 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 161 41 . . . work_incs6r2ovzfh7ajrv56v5dou4i 162 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 162 2 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 162 3 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 162 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 162 5 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 162 6 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 162 7 played play VBD work_incs6r2ovzfh7ajrv56v5dou4i 162 8 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 162 9 central central JJ work_incs6r2ovzfh7ajrv56v5dou4i 162 10 role role NN work_incs6r2ovzfh7ajrv56v5dou4i 162 11 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 162 12 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 162 13 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 162 14 ; ; , work_incs6r2ovzfh7ajrv56v5dou4i 162 15 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 162 16 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 162 17 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 162 18 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 162 19 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 162 20 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 162 21 less less RBR work_incs6r2ovzfh7ajrv56v5dou4i 162 22 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 162 23 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 162 24 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 162 25 mediated mediate VBN work_incs6r2ovzfh7ajrv56v5dou4i 162 26 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 162 27 others other NNS work_incs6r2ovzfh7ajrv56v5dou4i 162 28 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 162 29 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 162 30 . . . work_incs6r2ovzfh7ajrv56v5dou4i 163 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 163 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 163 3 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 163 4 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 163 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 163 6 dense dense JJ work_incs6r2ovzfh7ajrv56v5dou4i 163 7 interconnections interconnection NNS work_incs6r2ovzfh7ajrv56v5dou4i 163 8 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 163 9 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 163 10 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 163 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 163 12 connecting connect VBG work_incs6r2ovzfh7ajrv56v5dou4i 163 13 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 163 14 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 163 15 their -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 163 16 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 163 17 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 163 18 another another DT work_incs6r2ovzfh7ajrv56v5dou4i 163 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 163 20 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 163 21 observed observe VBN work_incs6r2ovzfh7ajrv56v5dou4i 163 22 . . . work_incs6r2ovzfh7ajrv56v5dou4i 164 1 Implications implication NNS work_incs6r2ovzfh7ajrv56v5dou4i 164 2 Despite despite IN work_incs6r2ovzfh7ajrv56v5dou4i 164 3 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 164 4 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 164 5 reputation reputation NN work_incs6r2ovzfh7ajrv56v5dou4i 164 6 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 164 7 an an DT work_incs6r2ovzfh7ajrv56v5dou4i 164 8 effective effective JJ work_incs6r2ovzfh7ajrv56v5dou4i 164 9 medium medium NN work_incs6r2ovzfh7ajrv56v5dou4i 164 10 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 164 11 connect connect VB work_incs6r2ovzfh7ajrv56v5dou4i 164 12 people people NNS work_incs6r2ovzfh7ajrv56v5dou4i 164 13 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 164 14 facilitate facilitate VB work_incs6r2ovzfh7ajrv56v5dou4i 164 15 public public JJ work_incs6r2ovzfh7ajrv56v5dou4i 164 16 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 164 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 164 18 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 164 19 topic topic NN work_incs6r2ovzfh7ajrv56v5dou4i 164 20 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 164 21 COVID-19 COVID-19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 164 22 did do VBD work_incs6r2ovzfh7ajrv56v5dou4i 164 23 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 164 24 bring bring VB work_incs6r2ovzfh7ajrv56v5dou4i 164 25 its -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 164 26 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 164 27 together together RB work_incs6r2ovzfh7ajrv56v5dou4i 164 28 . . . work_incs6r2ovzfh7ajrv56v5dou4i 165 1 Both both DT work_incs6r2ovzfh7ajrv56v5dou4i 165 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 165 3 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 165 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 165 5 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 165 6 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 165 7 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 165 8 sparsely sparsely RB work_incs6r2ovzfh7ajrv56v5dou4i 165 9 connected connected JJ work_incs6r2ovzfh7ajrv56v5dou4i 165 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 165 11 exhibiting exhibit VBG work_incs6r2ovzfh7ajrv56v5dou4i 165 12 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 165 13 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 165 14 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 165 15 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 165 16 small small JJ work_incs6r2ovzfh7ajrv56v5dou4i 165 17 distinct distinct JJ work_incs6r2ovzfh7ajrv56v5dou4i 165 18 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 165 19 . . . work_incs6r2ovzfh7ajrv56v5dou4i 166 1 A a DT work_incs6r2ovzfh7ajrv56v5dou4i 166 2 study study NN work_incs6r2ovzfh7ajrv56v5dou4i 166 3 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 166 4 Kaur Kaur NNP work_incs6r2ovzfh7ajrv56v5dou4i 166 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 166 6 Singh Singh NNP work_incs6r2ovzfh7ajrv56v5dou4i 166 7 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 166 8 2016 2016 CD work_incs6r2ovzfh7ajrv56v5dou4i 166 9 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 166 10 reported report VBD work_incs6r2ovzfh7ajrv56v5dou4i 166 11 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 166 12 disconnected disconnect VBN work_incs6r2ovzfh7ajrv56v5dou4i 166 13 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 166 14 often often RB work_incs6r2ovzfh7ajrv56v5dou4i 166 15 result result VBP work_incs6r2ovzfh7ajrv56v5dou4i 166 16 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 166 17 distrust distrust NN work_incs6r2ovzfh7ajrv56v5dou4i 166 18 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 166 19 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 166 20 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 166 21 . . . work_incs6r2ovzfh7ajrv56v5dou4i 167 1 Consistent consistent JJ work_incs6r2ovzfh7ajrv56v5dou4i 167 2 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 167 3 their -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 167 4 finding finding NN work_incs6r2ovzfh7ajrv56v5dou4i 167 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 167 6 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 167 7 than than IN work_incs6r2ovzfh7ajrv56v5dou4i 167 8 half half NN work_incs6r2ovzfh7ajrv56v5dou4i 167 9 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 167 10 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 167 11 COVID-19 covid-19 JJ work_incs6r2ovzfh7ajrv56v5dou4i 167 12 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 167 13 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 167 14 generated generate VBN work_incs6r2ovzfh7ajrv56v5dou4i 167 15 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 167 16 non non JJ work_incs6r2ovzfh7ajrv56v5dou4i 167 17 - - JJ work_incs6r2ovzfh7ajrv56v5dou4i 167 18 professional professional JJ work_incs6r2ovzfh7ajrv56v5dou4i 167 19 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 167 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 167 21 increasing increase VBG work_incs6r2ovzfh7ajrv56v5dou4i 167 22 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 167 23 likelihood likelihood NN work_incs6r2ovzfh7ajrv56v5dou4i 167 24 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 167 25 encountering encounter VBG work_incs6r2ovzfh7ajrv56v5dou4i 167 26 false false JJ work_incs6r2ovzfh7ajrv56v5dou4i 167 27 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 167 28 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 167 29 thereby thereby RB work_incs6r2ovzfh7ajrv56v5dou4i 167 30 potentially potentially RB work_incs6r2ovzfh7ajrv56v5dou4i 167 31 spreading spread VBG work_incs6r2ovzfh7ajrv56v5dou4i 167 32 misinformation misinformation NN work_incs6r2ovzfh7ajrv56v5dou4i 167 33 . . . work_incs6r2ovzfh7ajrv56v5dou4i 168 1 Moreover moreover RB work_incs6r2ovzfh7ajrv56v5dou4i 168 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 168 3 dominant dominant JJ work_incs6r2ovzfh7ajrv56v5dou4i 168 4 involvement involvement NN work_incs6r2ovzfh7ajrv56v5dou4i 168 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 168 6 non- non- NNP work_incs6r2ovzfh7ajrv56v5dou4i 168 7 professional professional JJ work_incs6r2ovzfh7ajrv56v5dou4i 168 8 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 168 9 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 168 10 observed observe VBN work_incs6r2ovzfh7ajrv56v5dou4i 168 11 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 168 12 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 168 13 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 168 14 dissemination dissemination NN work_incs6r2ovzfh7ajrv56v5dou4i 168 15 process process NN work_incs6r2ovzfh7ajrv56v5dou4i 168 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 169 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 169 2 both both CC work_incs6r2ovzfh7ajrv56v5dou4i 169 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 169 4 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 169 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 169 6 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 169 7 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 169 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 169 9 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 169 10 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 169 11 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 169 12 only only RB work_incs6r2ovzfh7ajrv56v5dou4i 169 13 marginally marginally RB work_incs6r2ovzfh7ajrv56v5dou4i 169 14 involved involved JJ work_incs6r2ovzfh7ajrv56v5dou4i 169 15 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 169 16 there there EX work_incs6r2ovzfh7ajrv56v5dou4i 169 17 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 169 18 almost almost RB work_incs6r2ovzfh7ajrv56v5dou4i 169 19 no no DT work_incs6r2ovzfh7ajrv56v5dou4i 169 20 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 169 21 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 169 22 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 169 23 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 169 24 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 169 25 . . . work_incs6r2ovzfh7ajrv56v5dou4i 170 1 Since since IN work_incs6r2ovzfh7ajrv56v5dou4i 170 2 publicly publicly RB work_incs6r2ovzfh7ajrv56v5dou4i 170 3 shared share VBN work_incs6r2ovzfh7ajrv56v5dou4i 170 4 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 170 5 has have VBZ work_incs6r2ovzfh7ajrv56v5dou4i 170 6 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 170 7 direct direct JJ work_incs6r2ovzfh7ajrv56v5dou4i 170 8 impact impact NN work_incs6r2ovzfh7ajrv56v5dou4i 170 9 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 170 10 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 170 11 development development NN work_incs6r2ovzfh7ajrv56v5dou4i 170 12 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 170 13 public public JJ work_incs6r2ovzfh7ajrv56v5dou4i 170 14 behaviors behavior NNS work_incs6r2ovzfh7ajrv56v5dou4i 170 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 170 16 it -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 170 17 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 170 18 very very RB work_incs6r2ovzfh7ajrv56v5dou4i 170 19 important important JJ work_incs6r2ovzfh7ajrv56v5dou4i 170 20 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 170 21 consider consider VB work_incs6r2ovzfh7ajrv56v5dou4i 170 22 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 170 23 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 170 24 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 170 25 people people NNS work_incs6r2ovzfh7ajrv56v5dou4i 170 26 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 170 27 act act VBP work_incs6r2ovzfh7ajrv56v5dou4i 170 28 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 170 29 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 170 30 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 170 31 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 170 32 medical medical JJ work_incs6r2ovzfh7ajrv56v5dou4i 170 33 crises crisis NNS work_incs6r2ovzfh7ajrv56v5dou4i 170 34 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 170 35 Hilton Hilton NNP work_incs6r2ovzfh7ajrv56v5dou4i 170 36 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 170 37 Hunt Hunt NNP work_incs6r2ovzfh7ajrv56v5dou4i 170 38 , , , work_incs6r2ovzfh7ajrv56v5dou4i 170 39 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 170 40 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 170 41 Staniland Staniland NNP work_incs6r2ovzfh7ajrv56v5dou4i 170 42 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 170 43 Smith Smith NNP work_incs6r2ovzfh7ajrv56v5dou4i 170 44 , , , work_incs6r2ovzfh7ajrv56v5dou4i 170 45 2013 2013 CD work_incs6r2ovzfh7ajrv56v5dou4i 170 46 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 170 47 . . . work_incs6r2ovzfh7ajrv56v5dou4i 171 1 Findings finding NNS work_incs6r2ovzfh7ajrv56v5dou4i 171 2 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 171 3 Keshvari Keshvari NNP work_incs6r2ovzfh7ajrv56v5dou4i 171 4 et et FW work_incs6r2ovzfh7ajrv56v5dou4i 171 5 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 171 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 172 1 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 172 2 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 172 3 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 172 4 warned warn VBD work_incs6r2ovzfh7ajrv56v5dou4i 172 5 about about IN work_incs6r2ovzfh7ajrv56v5dou4i 172 6 biased biased JJ work_incs6r2ovzfh7ajrv56v5dou4i 172 7 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 172 8 misleading misleading JJ work_incs6r2ovzfh7ajrv56v5dou4i 172 9 content content NN work_incs6r2ovzfh7ajrv56v5dou4i 172 10 that that WDT work_incs6r2ovzfh7ajrv56v5dou4i 172 11 ordinary ordinary JJ work_incs6r2ovzfh7ajrv56v5dou4i 172 12 people people NNS work_incs6r2ovzfh7ajrv56v5dou4i 172 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 172 14 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 172 15 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 172 16 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 172 17 trained train VBN work_incs6r2ovzfh7ajrv56v5dou4i 172 18 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 172 19 objectively objectively RB work_incs6r2ovzfh7ajrv56v5dou4i 172 20 perceive perceive VB work_incs6r2ovzfh7ajrv56v5dou4i 172 21 risks risk NNS work_incs6r2ovzfh7ajrv56v5dou4i 172 22 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 172 23 benefits benefit NNS work_incs6r2ovzfh7ajrv56v5dou4i 172 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 172 25 disseminate disseminate VBP work_incs6r2ovzfh7ajrv56v5dou4i 172 26 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 172 27 personal personal JJ work_incs6r2ovzfh7ajrv56v5dou4i 172 28 speculations speculation NNS work_incs6r2ovzfh7ajrv56v5dou4i 172 29 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 172 30 interpretations interpretation NNS work_incs6r2ovzfh7ajrv56v5dou4i 172 31 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 172 32 epidemics epidemic NNS work_incs6r2ovzfh7ajrv56v5dou4i 172 33 . . . work_incs6r2ovzfh7ajrv56v5dou4i 173 1 Communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 173 2 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 173 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 173 4 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 173 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 173 6 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 173 7 hand hand NN work_incs6r2ovzfh7ajrv56v5dou4i 173 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 173 9 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 173 10 trained train VBN work_incs6r2ovzfh7ajrv56v5dou4i 173 11 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 173 12 investigate investigate VB work_incs6r2ovzfh7ajrv56v5dou4i 173 13 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 173 14 possible possible JJ work_incs6r2ovzfh7ajrv56v5dou4i 173 15 aspects aspect NNS work_incs6r2ovzfh7ajrv56v5dou4i 173 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 173 17 implications implication NNS work_incs6r2ovzfh7ajrv56v5dou4i 173 18 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 173 19 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 173 20 before before IN work_incs6r2ovzfh7ajrv56v5dou4i 173 21 promoting promote VBG work_incs6r2ovzfh7ajrv56v5dou4i 173 22 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 173 23 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 173 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 174 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 174 2 this this DT work_incs6r2ovzfh7ajrv56v5dou4i 174 3 process process NN work_incs6r2ovzfh7ajrv56v5dou4i 174 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 174 5 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 174 6 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 174 7 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 174 8 often often RB work_incs6r2ovzfh7ajrv56v5dou4i 174 9 dependent dependent JJ work_incs6r2ovzfh7ajrv56v5dou4i 174 10 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 174 11 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 174 12 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 174 13 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 174 14 substantiate substantiate VB work_incs6r2ovzfh7ajrv56v5dou4i 174 15 facts fact NNS work_incs6r2ovzfh7ajrv56v5dou4i 174 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 174 17 provide provide VB work_incs6r2ovzfh7ajrv56v5dou4i 174 18 balance balance NN work_incs6r2ovzfh7ajrv56v5dou4i 174 19 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 174 20 ensuring ensure VBG work_incs6r2ovzfh7ajrv56v5dou4i 174 21 pluralistic pluralistic JJ work_incs6r2ovzfh7ajrv56v5dou4i 174 22 aspects aspect NNS work_incs6r2ovzfh7ajrv56v5dou4i 174 23 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 174 24 implications implication NNS work_incs6r2ovzfh7ajrv56v5dou4i 174 25 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 174 26 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 174 27 pandemic pandemic NN work_incs6r2ovzfh7ajrv56v5dou4i 174 28 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 174 29 Ahlmén- Ahlmén- NNP work_incs6r2ovzfh7ajrv56v5dou4i 174 30 Laiho Laiho NNP work_incs6r2ovzfh7ajrv56v5dou4i 174 31 et et FW work_incs6r2ovzfh7ajrv56v5dou4i 174 32 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 174 33 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 174 34 , , , work_incs6r2ovzfh7ajrv56v5dou4i 174 35 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 174 36 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 174 37 . . . work_incs6r2ovzfh7ajrv56v5dou4i 175 1 Increasing increase VBG work_incs6r2ovzfh7ajrv56v5dou4i 175 2 willingness willingness NN work_incs6r2ovzfh7ajrv56v5dou4i 175 3 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 175 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 175 5 part part NN work_incs6r2ovzfh7ajrv56v5dou4i 175 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 175 7 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 175 8 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 175 9 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 175 10 disseminate disseminate VB work_incs6r2ovzfh7ajrv56v5dou4i 175 11 accurate accurate JJ work_incs6r2ovzfh7ajrv56v5dou4i 175 12 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 175 13 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 175 14 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 175 15 cooperate cooperate VB work_incs6r2ovzfh7ajrv56v5dou4i 175 16 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 175 17 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 175 18 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 175 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 175 20 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 175 21 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 175 22 critical critical JJ work_incs6r2ovzfh7ajrv56v5dou4i 175 23 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 175 24 control control VB work_incs6r2ovzfh7ajrv56v5dou4i 175 25 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 175 26 spread spread NN work_incs6r2ovzfh7ajrv56v5dou4i 175 27 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 175 28 dis dis NN work_incs6r2ovzfh7ajrv56v5dou4i 175 29 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 175 30 misinformation misinformation NNP work_incs6r2ovzfh7ajrv56v5dou4i 175 31 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 175 32 prevent prevent VB work_incs6r2ovzfh7ajrv56v5dou4i 175 33 public public JJ work_incs6r2ovzfh7ajrv56v5dou4i 175 34 confusion confusion NN work_incs6r2ovzfh7ajrv56v5dou4i 175 35 . . . work_incs6r2ovzfh7ajrv56v5dou4i 176 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 176 2 both both CC work_incs6r2ovzfh7ajrv56v5dou4i 176 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 176 4 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 176 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 176 6 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 176 7 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 176 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 176 9 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 176 10 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 176 11 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 176 12 highly highly RB work_incs6r2ovzfh7ajrv56v5dou4i 176 13 concentrated concentrate VBN work_incs6r2ovzfh7ajrv56v5dou4i 176 14 within within IN work_incs6r2ovzfh7ajrv56v5dou4i 176 15 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 176 16 core core NN work_incs6r2ovzfh7ajrv56v5dou4i 176 17 cluster cluster NN work_incs6r2ovzfh7ajrv56v5dou4i 176 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 176 19 comprised comprise VBN work_incs6r2ovzfh7ajrv56v5dou4i 176 20 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 176 21 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 176 22 few few JJ work_incs6r2ovzfh7ajrv56v5dou4i 176 23 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 176 24 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 176 25 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 176 26 their -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 176 27 own own JJ work_incs6r2ovzfh7ajrv56v5dou4i 176 28 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 176 29 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 176 30 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 176 31 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 176 32 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 176 33 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 176 34 rest rest NN work_incs6r2ovzfh7ajrv56v5dou4i 176 35 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 176 36 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 176 37 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 176 38 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 176 39 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 176 40 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 176 41 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 176 42 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 176 43 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 176 44 severely severely RB work_incs6r2ovzfh7ajrv56v5dou4i 176 45 restricted restrict VBN work_incs6r2ovzfh7ajrv56v5dou4i 176 46 due due IN work_incs6r2ovzfh7ajrv56v5dou4i 176 47 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 176 48 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 176 49 limited limited JJ work_incs6r2ovzfh7ajrv56v5dou4i 176 50 connectivity connectivity NN work_incs6r2ovzfh7ajrv56v5dou4i 176 51 . . . work_incs6r2ovzfh7ajrv56v5dou4i 177 1 This this DT work_incs6r2ovzfh7ajrv56v5dou4i 177 2 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work_incs6r2ovzfh7ajrv56v5dou4i 177 20 . . . work_incs6r2ovzfh7ajrv56v5dou4i 178 1 In in IN work_incs6r2ovzfh7ajrv56v5dou4i 178 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 178 3 context context NN work_incs6r2ovzfh7ajrv56v5dou4i 178 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 178 5 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 178 6 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 178 7 communications communication NNS work_incs6r2ovzfh7ajrv56v5dou4i 178 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 178 9 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 178 10 limited limited JJ work_incs6r2ovzfh7ajrv56v5dou4i 178 11 connectivity connectivity NN work_incs6r2ovzfh7ajrv56v5dou4i 178 12 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 178 13 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 178 14 means mean VBZ work_incs6r2ovzfh7ajrv56v5dou4i 178 15 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 178 16 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 178 17 would would MD work_incs6r2ovzfh7ajrv56v5dou4i 178 18 break break VB work_incs6r2ovzfh7ajrv56v5dou4i 178 19 into into IN work_incs6r2ovzfh7ajrv56v5dou4i 178 20 isolated isolated JJ work_incs6r2ovzfh7ajrv56v5dou4i 178 21 components component NNS work_incs6r2ovzfh7ajrv56v5dou4i 178 22 , , , work_incs6r2ovzfh7ajrv56v5dou4i 178 23 separated separate VBN work_incs6r2ovzfh7ajrv56v5dou4i 178 24 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 178 25 redundant redundant JJ work_incs6r2ovzfh7ajrv56v5dou4i 178 26 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 178 27 unnecessary unnecessary JJ work_incs6r2ovzfh7ajrv56v5dou4i 178 28 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 178 29 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 178 30 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 178 31 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 178 32 will will MD work_incs6r2ovzfh7ajrv56v5dou4i 178 33 , , , work_incs6r2ovzfh7ajrv56v5dou4i 178 34 more more RBR work_incs6r2ovzfh7ajrv56v5dou4i 178 35 often often RB 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179 10 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 179 11 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 179 12 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 179 13 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 179 14 make make VB work_incs6r2ovzfh7ajrv56v5dou4i 179 15 global global JJ work_incs6r2ovzfh7ajrv56v5dou4i 179 16 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 179 17 Table table NN work_incs6r2ovzfh7ajrv56v5dou4i 179 18 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 179 19 . . . work_incs6r2ovzfh7ajrv56v5dou4i 180 1 P p NN work_incs6r2ovzfh7ajrv56v5dou4i 180 2 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 180 3 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 180 4 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 180 5 Fisher Fisher NNP work_incs6r2ovzfh7ajrv56v5dou4i 180 6 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 180 7 exact exact JJ work_incs6r2ovzfh7ajrv56v5dou4i 180 8 test test NN work_incs6r2ovzfh7ajrv56v5dou4i 180 9 comparing compare VBG work_incs6r2ovzfh7ajrv56v5dou4i 180 10 occupations occupation NNS work_incs6r2ovzfh7ajrv56v5dou4i 180 11 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 180 12 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 180 13 roles role NNS work_incs6r2ovzfh7ajrv56v5dou4i 180 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 180 15 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 180 16 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 180 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 181 1 Retweet Retweet NNP work_incs6r2ovzfh7ajrv56v5dou4i 181 2 Mention Mention NNP work_incs6r2ovzfh7ajrv56v5dou4i 181 3 Retweet Retweet NNP work_incs6r2ovzfh7ajrv56v5dou4i 181 4 vs. vs. IN work_incs6r2ovzfh7ajrv56v5dou4i 181 5 mention mention VBP work_incs6r2ovzfh7ajrv56v5dou4i 181 6 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 181 7 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 181 8 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 181 9 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 181 10 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 181 11 3 3 CD 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work_incs6r2ovzfh7ajrv56v5dou4i 185 6 balanced balanced JJ work_incs6r2ovzfh7ajrv56v5dou4i 185 7 approach approach NN work_incs6r2ovzfh7ajrv56v5dou4i 185 8 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 185 9 centralized centralized JJ work_incs6r2ovzfh7ajrv56v5dou4i 185 10 control control NN work_incs6r2ovzfh7ajrv56v5dou4i 185 11 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 185 12 management management NN work_incs6r2ovzfh7ajrv56v5dou4i 185 13 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 185 14 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 185 15 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 185 16 critical critical JJ work_incs6r2ovzfh7ajrv56v5dou4i 185 17 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 185 18 helping help VBG work_incs6r2ovzfh7ajrv56v5dou4i 185 19 public public JJ work_incs6r2ovzfh7ajrv56v5dou4i 185 20 audiences audience NNS work_incs6r2ovzfh7ajrv56v5dou4i 185 21 understand understand VB work_incs6r2ovzfh7ajrv56v5dou4i 185 22 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 185 23 threat threat NN work_incs6r2ovzfh7ajrv56v5dou4i 185 24 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 185 25 what what WP work_incs6r2ovzfh7ajrv56v5dou4i 185 26 actions action NNS work_incs6r2ovzfh7ajrv56v5dou4i 185 27 should should MD work_incs6r2ovzfh7ajrv56v5dou4i 185 28 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 185 29 taken take VBN work_incs6r2ovzfh7ajrv56v5dou4i 185 30 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 185 31 Homeland Homeland NNP work_incs6r2ovzfh7ajrv56v5dou4i 185 32 Security Security NNP work_incs6r2ovzfh7ajrv56v5dou4i 185 33 Council Council NNP work_incs6r2ovzfh7ajrv56v5dou4i 185 34 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 185 35 US US NNP work_incs6r2ovzfh7ajrv56v5dou4i 185 36 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 185 37 , , , work_incs6r2ovzfh7ajrv56v5dou4i 185 38 2006 2006 CD work_incs6r2ovzfh7ajrv56v5dou4i 185 39 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 185 40 Department Department NNP work_incs6r2ovzfh7ajrv56v5dou4i 185 41 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 185 42 Homeland Homeland NNP work_incs6r2ovzfh7ajrv56v5dou4i 185 43 Security Security NNP work_incs6r2ovzfh7ajrv56v5dou4i 185 44 , , , work_incs6r2ovzfh7ajrv56v5dou4i 185 45 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 185 46 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 185 47 . . . work_incs6r2ovzfh7ajrv56v5dou4i 186 1 A a DT work_incs6r2ovzfh7ajrv56v5dou4i 186 2 proper proper JJ work_incs6r2ovzfh7ajrv56v5dou4i 186 3 course course NN work_incs6r2ovzfh7ajrv56v5dou4i 186 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 186 5 action action NN work_incs6r2ovzfh7ajrv56v5dou4i 186 6 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 186 7 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 186 8 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 186 9 must must MD work_incs6r2ovzfh7ajrv56v5dou4i 186 10 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 186 11 taken take VBN work_incs6r2ovzfh7ajrv56v5dou4i 186 12 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 186 13 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 186 14 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 186 15 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 186 16 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 186 17 complete complete JJ work_incs6r2ovzfh7ajrv56v5dou4i 186 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 186 19 valid valid JJ work_incs6r2ovzfh7ajrv56v5dou4i 186 20 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 186 21 reliable reliable JJ work_incs6r2ovzfh7ajrv56v5dou4i 186 22 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 186 23 Homeland Homeland NNP work_incs6r2ovzfh7ajrv56v5dou4i 186 24 Security Security NNP work_incs6r2ovzfh7ajrv56v5dou4i 186 25 Council Council NNP work_incs6r2ovzfh7ajrv56v5dou4i 186 26 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 186 27 US US NNP work_incs6r2ovzfh7ajrv56v5dou4i 186 28 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 186 29 , , , work_incs6r2ovzfh7ajrv56v5dou4i 186 30 2006 2006 CD work_incs6r2ovzfh7ajrv56v5dou4i 186 31 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 186 32 Department Department NNP work_incs6r2ovzfh7ajrv56v5dou4i 186 33 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 186 34 Homeland Homeland NNP work_incs6r2ovzfh7ajrv56v5dou4i 186 35 Security Security NNP work_incs6r2ovzfh7ajrv56v5dou4i 186 36 , , , work_incs6r2ovzfh7ajrv56v5dou4i 186 37 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 186 38 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 186 39 . . . work_incs6r2ovzfh7ajrv56v5dou4i 187 1 Un- un- IN work_incs6r2ovzfh7ajrv56v5dou4i 187 2 fortunately fortunately RB work_incs6r2ovzfh7ajrv56v5dou4i 187 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 187 4 however however RB work_incs6r2ovzfh7ajrv56v5dou4i 187 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 187 6 that that DT work_incs6r2ovzfh7ajrv56v5dou4i 187 7 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 187 8 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 187 9 happening happen VBG work_incs6r2ovzfh7ajrv56v5dou4i 187 10 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 187 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 187 12 current current JJ work_incs6r2ovzfh7ajrv56v5dou4i 187 13 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 187 14 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 187 15 COVID-19 covid-19 JJ work_incs6r2ovzfh7ajrv56v5dou4i 187 16 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 187 17 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 187 18 . . . work_incs6r2ovzfh7ajrv56v5dou4i 188 1 Neither neither CC work_incs6r2ovzfh7ajrv56v5dou4i 188 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 188 3 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 188 4 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 188 5 nor nor CC work_incs6r2ovzfh7ajrv56v5dou4i 188 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 188 7 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 188 8 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 188 9 showed show VBD work_incs6r2ovzfh7ajrv56v5dou4i 188 10 enough enough JJ work_incs6r2ovzfh7ajrv56v5dou4i 188 11 influence influence NN work_incs6r2ovzfh7ajrv56v5dou4i 188 12 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 188 13 government government NN work_incs6r2ovzfh7ajrv56v5dou4i 188 14 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 188 15 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 188 16 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 188 17 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 188 18 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 188 19 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 188 20 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 188 21 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 188 22 , , , work_incs6r2ovzfh7ajrv56v5dou4i 188 23 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 188 24 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 188 25 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 188 26 primarily primarily RB work_incs6r2ovzfh7ajrv56v5dou4i 188 27 maintained maintain VBN work_incs6r2ovzfh7ajrv56v5dou4i 188 28 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 188 29 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 188 30 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 188 31 . . . work_incs6r2ovzfh7ajrv56v5dou4i 189 1 Developing develop VBG work_incs6r2ovzfh7ajrv56v5dou4i 189 2 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 189 3 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 189 4 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 189 5 guidelines guideline NNS work_incs6r2ovzfh7ajrv56v5dou4i 189 6 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 189 7 officials official NNS work_incs6r2ovzfh7ajrv56v5dou4i 189 8 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 189 9 national national JJ work_incs6r2ovzfh7ajrv56v5dou4i 189 10 agencies agency NNS work_incs6r2ovzfh7ajrv56v5dou4i 189 11 that that WDT work_incs6r2ovzfh7ajrv56v5dou4i 189 12 offer offer VBP work_incs6r2ovzfh7ajrv56v5dou4i 189 13 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 189 14 starting starting NN work_incs6r2ovzfh7ajrv56v5dou4i 189 15 point point NN work_incs6r2ovzfh7ajrv56v5dou4i 189 16 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 189 17 foster foster JJ work_incs6r2ovzfh7ajrv56v5dou4i 189 18 connections connection NNS work_incs6r2ovzfh7ajrv56v5dou4i 189 19 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 189 20 training training NN work_incs6r2ovzfh7ajrv56v5dou4i 189 21 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 189 22 control control VB work_incs6r2ovzfh7ajrv56v5dou4i 189 23 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 189 24 promote promote VB work_incs6r2ovzfh7ajrv56v5dou4i 189 25 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 189 26 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 189 27 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 189 28 help help VB work_incs6r2ovzfh7ajrv56v5dou4i 189 29 ensure ensure VB work_incs6r2ovzfh7ajrv56v5dou4i 189 30 effective effective JJ work_incs6r2ovzfh7ajrv56v5dou4i 189 31 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 189 32 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 189 33 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 189 34 make make VB work_incs6r2ovzfh7ajrv56v5dou4i 189 35 necessary necessary JJ work_incs6r2ovzfh7ajrv56v5dou4i 189 36 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 189 37 timely timely JJ work_incs6r2ovzfh7ajrv56v5dou4i 189 38 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 189 39 accessible accessible JJ work_incs6r2ovzfh7ajrv56v5dou4i 189 40 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 189 41 those those DT work_incs6r2ovzfh7ajrv56v5dou4i 189 42 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 189 43 need need VBP work_incs6r2ovzfh7ajrv56v5dou4i 189 44 it -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 189 45 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 189 46 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 189 47 process process NN work_incs6r2ovzfh7ajrv56v5dou4i 189 48 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 189 49 emergency emergency NN work_incs6r2ovzfh7ajrv56v5dou4i 189 50 response response NN work_incs6r2ovzfh7ajrv56v5dou4i 189 51 . . . work_incs6r2ovzfh7ajrv56v5dou4i 190 1 Both both DT work_incs6r2ovzfh7ajrv56v5dou4i 190 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 190 3 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 190 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 190 5 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 190 6 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 190 7 exhibited exhibit VBD work_incs6r2ovzfh7ajrv56v5dou4i 190 8 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 190 9 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 190 10 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 190 11 free free JJ work_incs6r2ovzfh7ajrv56v5dou4i 190 12 hierarchical hierarchical JJ work_incs6r2ovzfh7ajrv56v5dou4i 190 13 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 190 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 190 15 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 190 16 unidirectional unidirectional JJ work_incs6r2ovzfh7ajrv56v5dou4i 190 17 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 190 18 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 190 19 . . . work_incs6r2ovzfh7ajrv56v5dou4i 191 1 Due due IN work_incs6r2ovzfh7ajrv56v5dou4i 191 2 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 191 3 preferential preferential JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 4 attachment attachment NN work_incs6r2ovzfh7ajrv56v5dou4i 191 5 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 191 6 small small JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 7 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 191 8 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 191 9 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 10 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 11 get get VBP work_incs6r2ovzfh7ajrv56v5dou4i 191 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 191 13 such such JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 14 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 191 15 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 16 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 191 17 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 191 18 much much RB work_incs6r2ovzfh7ajrv56v5dou4i 191 19 more more RBR work_incs6r2ovzfh7ajrv56v5dou4i 191 20 effective effective JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 21 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 191 22 rapid rapid JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 23 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 191 24 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 191 25 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 191 26 timely timely JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 27 response response NN work_incs6r2ovzfh7ajrv56v5dou4i 191 28 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 191 29 national national JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 30 solidarity solidarity NN work_incs6r2ovzfh7ajrv56v5dou4i 191 31 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 191 32 crises crisis NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 33 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 191 34 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 191 35 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 191 36 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 191 37 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 191 38 , , , work_incs6r2ovzfh7ajrv56v5dou4i 191 39 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 191 40 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 191 41 De De NNP work_incs6r2ovzfh7ajrv56v5dou4i 191 42 Brún Brún NNP work_incs6r2ovzfh7ajrv56v5dou4i 191 43 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 191 44 McAuliffe McAuliffe NNP work_incs6r2ovzfh7ajrv56v5dou4i 191 45 , , , work_incs6r2ovzfh7ajrv56v5dou4i 191 46 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 191 47 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 191 48 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 191 49 because because IN work_incs6r2ovzfh7ajrv56v5dou4i 191 50 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 191 51 small small JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 52 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 191 53 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 191 54 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 55 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 56 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 191 57 command command VB work_incs6r2ovzfh7ajrv56v5dou4i 191 58 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 191 59 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 60 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 191 61 disproportionate disproportionate JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 62 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 191 63 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 191 64 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 65 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 66 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 191 67 those those DT work_incs6r2ovzfh7ajrv56v5dou4i 191 68 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 69 then then RB work_incs6r2ovzfh7ajrv56v5dou4i 191 70 will will MD work_incs6r2ovzfh7ajrv56v5dou4i 191 71 affect affect VB work_incs6r2ovzfh7ajrv56v5dou4i 191 72 all all PDT work_incs6r2ovzfh7ajrv56v5dou4i 191 73 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 191 74 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 75 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 76 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 191 77 their -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 191 78 local local JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 79 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 191 80 , , , work_incs6r2ovzfh7ajrv56v5dou4i 191 81 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 191 82 whole whole JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 83 subsystem subsystem NN work_incs6r2ovzfh7ajrv56v5dou4i 191 84 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 191 85 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 191 86 covered cover VBN work_incs6r2ovzfh7ajrv56v5dou4i 191 87 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 191 88 just just RB work_incs6r2ovzfh7ajrv56v5dou4i 191 89 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 191 90 few few JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 91 steps step NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 92 , , , work_incs6r2ovzfh7ajrv56v5dou4i 191 93 making make VBG work_incs6r2ovzfh7ajrv56v5dou4i 191 94 it -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 191 95 relatively relatively RB work_incs6r2ovzfh7ajrv56v5dou4i 191 96 easier easy JJR work_incs6r2ovzfh7ajrv56v5dou4i 191 97 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 191 98 keep keep VB work_incs6r2ovzfh7ajrv56v5dou4i 191 99 everyone everyone NN work_incs6r2ovzfh7ajrv56v5dou4i 191 100 informed inform VBN work_incs6r2ovzfh7ajrv56v5dou4i 191 101 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 191 102 relevant relevant JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 103 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 191 104 such such JJ work_incs6r2ovzfh7ajrv56v5dou4i 191 105 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 191 106 risks risk NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 107 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 191 108 action action NN work_incs6r2ovzfh7ajrv56v5dou4i 191 109 items item NNS work_incs6r2ovzfh7ajrv56v5dou4i 191 110 . . . work_incs6r2ovzfh7ajrv56v5dou4i 192 1 At at IN work_incs6r2ovzfh7ajrv56v5dou4i 192 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 192 3 same same JJ work_incs6r2ovzfh7ajrv56v5dou4i 192 4 time time NN work_incs6r2ovzfh7ajrv56v5dou4i 192 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 192 6 however however RB work_incs6r2ovzfh7ajrv56v5dou4i 192 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 192 8 such such JJ work_incs6r2ovzfh7ajrv56v5dou4i 192 9 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 192 10 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 192 11 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 192 12 also also RB work_incs6r2ovzfh7ajrv56v5dou4i 192 13 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 192 14 vulnerable vulnerable JJ work_incs6r2ovzfh7ajrv56v5dou4i 192 15 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 192 16 false false JJ work_incs6r2ovzfh7ajrv56v5dou4i 192 17 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 192 18 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 192 19 its -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 192 20 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 192 21 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 192 22 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 192 23 easily easily RB work_incs6r2ovzfh7ajrv56v5dou4i 192 24 distorted distort VBN work_incs6r2ovzfh7ajrv56v5dou4i 192 25 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 192 26 just just RB work_incs6r2ovzfh7ajrv56v5dou4i 192 27 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 192 28 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 192 29 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 192 30 few few JJ work_incs6r2ovzfh7ajrv56v5dou4i 192 31 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 192 32 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 192 33 ’ ’ POS work_incs6r2ovzfh7ajrv56v5dou4i 192 34 absence absence NN work_incs6r2ovzfh7ajrv56v5dou4i 192 35 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 192 36 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 192 37 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 192 38 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 192 39 Lossio Lossio NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 40 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 192 41 Ventura Ventura NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 42 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 192 43 Alatrista Alatrista NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 44 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 192 45 Salas Salas NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 46 , , , work_incs6r2ovzfh7ajrv56v5dou4i 192 47 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 192 48 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 192 49 De De NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 50 Brún Brún NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 51 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 192 52 McAuliffe McAuliffe NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 53 , , , work_incs6r2ovzfh7ajrv56v5dou4i 192 54 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 192 55 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 192 56 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 192 57 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 192 58 instance instance NN work_incs6r2ovzfh7ajrv56v5dou4i 192 59 , , , work_incs6r2ovzfh7ajrv56v5dou4i 192 60 if if IN work_incs6r2ovzfh7ajrv56v5dou4i 192 61 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 192 62 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 192 63 two two CD work_incs6r2ovzfh7ajrv56v5dou4i 192 64 Figure figure NN work_incs6r2ovzfh7ajrv56v5dou4i 192 65 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 192 66 : : : work_incs6r2ovzfh7ajrv56v5dou4i 192 67 Graphs graphs NN work_incs6r2ovzfh7ajrv56v5dou4i 192 68 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 192 69 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 192 70 # # $ work_incs6r2ovzfh7ajrv56v5dou4i 192 71 COVID19 COVID19 NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 72 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 192 73 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 192 74 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 192 75 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 192 76 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 192 77 April April NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 78 13 13 CD work_incs6r2ovzfh7ajrv56v5dou4i 192 79 , , , work_incs6r2ovzfh7ajrv56v5dou4i 192 80 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 192 81 , , , work_incs6r2ovzfh7ajrv56v5dou4i 192 82 5–6 5–6 CD work_incs6r2ovzfh7ajrv56v5dou4i 192 83 PM PM NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 84 , , , work_incs6r2ovzfh7ajrv56v5dou4i 192 85 GMT GMT NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 86 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 192 87 UTC UTC NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 88 +0 +0 NNP work_incs6r2ovzfh7ajrv56v5dou4i 192 89 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 192 90 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 192 91 . . . work_incs6r2ovzfh7ajrv56v5dou4i 193 1 140 140 CD work_incs6r2ovzfh7ajrv56v5dou4i 193 2 COVID-19 COVID-19 VBD work_incs6r2ovzfh7ajrv56v5dou4i 193 3 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 193 4 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 193 5 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 193 6 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 193 7 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 193 8 removed remove VBN work_incs6r2ovzfh7ajrv56v5dou4i 193 9 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 193 10 left leave VBN work_incs6r2ovzfh7ajrv56v5dou4i 193 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 193 12 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 193 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 193 14 it -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 193 15 would would MD work_incs6r2ovzfh7ajrv56v5dou4i 193 16 leave leave VB work_incs6r2ovzfh7ajrv56v5dou4i 193 17 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 193 18 major major JJ work_incs6r2ovzfh7ajrv56v5dou4i 193 19 gap gap NN work_incs6r2ovzfh7ajrv56v5dou4i 193 20 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 193 21 support support NN work_incs6r2ovzfh7ajrv56v5dou4i 193 22 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 193 23 most most JJS work_incs6r2ovzfh7ajrv56v5dou4i 193 24 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 193 25 thus thus RB work_incs6r2ovzfh7ajrv56v5dou4i 193 26 interrupting interrupt VBG work_incs6r2ovzfh7ajrv56v5dou4i 193 27 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 193 28 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 193 29 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 193 30 similarly similarly RB work_incs6r2ovzfh7ajrv56v5dou4i 193 31 , , , work_incs6r2ovzfh7ajrv56v5dou4i 193 32 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 193 33 single single JJ work_incs6r2ovzfh7ajrv56v5dou4i 193 34 piece piece NN work_incs6r2ovzfh7ajrv56v5dou4i 193 35 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 193 36 misinformation misinformation NN work_incs6r2ovzfh7ajrv56v5dou4i 193 37 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 193 38 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 193 39 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 193 40 risk risk NN work_incs6r2ovzfh7ajrv56v5dou4i 193 41 factor factor NN work_incs6r2ovzfh7ajrv56v5dou4i 193 42 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 193 43 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 193 44 entire entire JJ work_incs6r2ovzfh7ajrv56v5dou4i 193 45 system system NN work_incs6r2ovzfh7ajrv56v5dou4i 193 46 because because IN work_incs6r2ovzfh7ajrv56v5dou4i 193 47 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 193 48 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 193 49 fast fast JJ work_incs6r2ovzfh7ajrv56v5dou4i 193 50 nature nature NN work_incs6r2ovzfh7ajrv56v5dou4i 193 51 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 193 52 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 193 53 dissemination dissemination NN work_incs6r2ovzfh7ajrv56v5dou4i 193 54 . . . work_incs6r2ovzfh7ajrv56v5dou4i 194 1 Monitoring monitor VBG work_incs6r2ovzfh7ajrv56v5dou4i 194 2 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 194 3 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 194 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 194 5 ensuring ensure VBG work_incs6r2ovzfh7ajrv56v5dou4i 194 6 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 194 7 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 194 8 public public NN work_incs6r2ovzfh7ajrv56v5dou4i 194 9 can can MD work_incs6r2ovzfh7ajrv56v5dou4i 194 10 rely rely VB work_incs6r2ovzfh7ajrv56v5dou4i 194 11 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 194 12 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 194 13 consistently consistently RB work_incs6r2ovzfh7ajrv56v5dou4i 194 14 valid valid JJ work_incs6r2ovzfh7ajrv56v5dou4i 194 15 source source NN work_incs6r2ovzfh7ajrv56v5dou4i 194 16 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 194 17 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 194 18 via via IN work_incs6r2ovzfh7ajrv56v5dou4i 194 19 controlled control VBN work_incs6r2ovzfh7ajrv56v5dou4i 194 20 channels channel NNS work_incs6r2ovzfh7ajrv56v5dou4i 194 21 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 194 22 all all DT work_incs6r2ovzfh7ajrv56v5dou4i 194 23 stages stage NNS work_incs6r2ovzfh7ajrv56v5dou4i 194 24 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 194 25 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 194 26 pandemic pandemic JJ work_incs6r2ovzfh7ajrv56v5dou4i 194 27 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 194 28 planning planning NN work_incs6r2ovzfh7ajrv56v5dou4i 194 29 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 194 30 help help VB work_incs6r2ovzfh7ajrv56v5dou4i 194 31 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 194 32 emergency emergency NN work_incs6r2ovzfh7ajrv56v5dou4i 194 33 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 194 34 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 194 35 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 194 36 more more RBR work_incs6r2ovzfh7ajrv56v5dou4i 194 37 resilient resilient JJ work_incs6r2ovzfh7ajrv56v5dou4i 194 38 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 194 39 stable stable JJ work_incs6r2ovzfh7ajrv56v5dou4i 194 40 . . . work_incs6r2ovzfh7ajrv56v5dou4i 195 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 195 2 visualization visualization NN work_incs6r2ovzfh7ajrv56v5dou4i 195 3 results result NNS work_incs6r2ovzfh7ajrv56v5dou4i 195 4 suggested suggest VBD work_incs6r2ovzfh7ajrv56v5dou4i 195 5 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 195 6 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 195 7 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 195 8 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 195 9 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 195 10 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 195 11 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 195 12 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 195 13 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 195 14 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 195 15 have have VB work_incs6r2ovzfh7ajrv56v5dou4i 195 16 different different JJ work_incs6r2ovzfh7ajrv56v5dou4i 195 17 reasons reason NNS work_incs6r2ovzfh7ajrv56v5dou4i 195 18 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 195 19 engage engage VB work_incs6r2ovzfh7ajrv56v5dou4i 195 20 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 195 21 COVID-19 covid-19 JJ work_incs6r2ovzfh7ajrv56v5dou4i 195 22 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 195 23 . . . work_incs6r2ovzfh7ajrv56v5dou4i 196 1 Different different JJ work_incs6r2ovzfh7ajrv56v5dou4i 196 2 interaction interaction NN work_incs6r2ovzfh7ajrv56v5dou4i 196 3 patterns pattern NNS work_incs6r2ovzfh7ajrv56v5dou4i 196 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 196 5 preferences preference NNS work_incs6r2ovzfh7ajrv56v5dou4i 196 6 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 196 7 interaction interaction NN work_incs6r2ovzfh7ajrv56v5dou4i 196 8 form form NN work_incs6r2ovzfh7ajrv56v5dou4i 196 9 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 196 10 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 11 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 196 12 have have VBP work_incs6r2ovzfh7ajrv56v5dou4i 196 13 been be VBN work_incs6r2ovzfh7ajrv56v5dou4i 196 14 previously previously RB work_incs6r2ovzfh7ajrv56v5dou4i 196 15 shown show VBN work_incs6r2ovzfh7ajrv56v5dou4i 196 16 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 196 17 result result VB work_incs6r2ovzfh7ajrv56v5dou4i 196 18 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 196 19 part part NN work_incs6r2ovzfh7ajrv56v5dou4i 196 20 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 196 21 differences difference NNS work_incs6r2ovzfh7ajrv56v5dou4i 196 22 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 196 23 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 196 24 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 196 25 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 196 26 messages message NNS work_incs6r2ovzfh7ajrv56v5dou4i 196 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 196 28 which which WDT work_incs6r2ovzfh7ajrv56v5dou4i 196 29 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 196 30 reflect reflect VB work_incs6r2ovzfh7ajrv56v5dou4i 196 31 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 196 32 reasons reason NNS work_incs6r2ovzfh7ajrv56v5dou4i 196 33 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 196 34 engage engage VBP work_incs6r2ovzfh7ajrv56v5dou4i 196 35 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 196 36 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 196 37 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 196 38 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 196 39 Conover Conover NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 40 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 41 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 42 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 43 , , , work_incs6r2ovzfh7ajrv56v5dou4i 196 44 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 196 45 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 196 46 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 47 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 48 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 49 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 196 50 , , , work_incs6r2ovzfh7ajrv56v5dou4i 196 51 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 196 52 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 196 53 . . . work_incs6r2ovzfh7ajrv56v5dou4i 197 1 Conover Conover NNP work_incs6r2ovzfh7ajrv56v5dou4i 197 2 et et FW work_incs6r2ovzfh7ajrv56v5dou4i 197 3 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 197 4 . . . work_incs6r2ovzfh7ajrv56v5dou4i 198 1 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 198 2 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 198 3 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 198 4 found find VBD work_incs6r2ovzfh7ajrv56v5dou4i 198 5 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 198 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 198 7 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 198 8 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 198 9 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 198 10 political political JJ work_incs6r2ovzfh7ajrv56v5dou4i 198 11 discourse discourse NN work_incs6r2ovzfh7ajrv56v5dou4i 198 12 where where WRB work_incs6r2ovzfh7ajrv56v5dou4i 198 13 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 198 14 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 198 15 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 198 16 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 198 17 highly highly RB work_incs6r2ovzfh7ajrv56v5dou4i 198 18 polarized polarize VBN work_incs6r2ovzfh7ajrv56v5dou4i 198 19 while while IN work_incs6r2ovzfh7ajrv56v5dou4i 198 20 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 198 21 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 198 22 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 198 23 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 198 24 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 198 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 198 26 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 198 27 tended tend VBD work_incs6r2ovzfh7ajrv56v5dou4i 198 28 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 198 29 retweet retweet VB work_incs6r2ovzfh7ajrv56v5dou4i 198 30 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 198 31 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 198 32 whom whom WP work_incs6r2ovzfh7ajrv56v5dou4i 198 33 they -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 198 34 agreed agree VBD work_incs6r2ovzfh7ajrv56v5dou4i 198 35 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 198 36 politically politically RB work_incs6r2ovzfh7ajrv56v5dou4i 198 37 , , , work_incs6r2ovzfh7ajrv56v5dou4i 198 38 while while IN work_incs6r2ovzfh7ajrv56v5dou4i 198 39 they -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 198 40 interacted interact VBD work_incs6r2ovzfh7ajrv56v5dou4i 198 41 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 198 42 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 198 43 whom whom WP work_incs6r2ovzfh7ajrv56v5dou4i 198 44 they -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 198 45 disagreed disagree VBD work_incs6r2ovzfh7ajrv56v5dou4i 198 46 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 198 47 more more RBR work_incs6r2ovzfh7ajrv56v5dou4i 198 48 frequently frequently RB 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the DT work_incs6r2ovzfh7ajrv56v5dou4i 199 11 same same JJ work_incs6r2ovzfh7ajrv56v5dou4i 199 12 connectivity connectivity NN work_incs6r2ovzfh7ajrv56v5dou4i 199 13 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 199 14 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 199 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 200 1 Interacting interact VBG work_incs6r2ovzfh7ajrv56v5dou4i 200 2 closely closely RB work_incs6r2ovzfh7ajrv56v5dou4i 200 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 200 4 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 200 5 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 200 6 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 200 7 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 200 8 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 200 9 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 200 10 shared share VBD work_incs6r2ovzfh7ajrv56v5dou4i 200 11 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 200 12 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 200 13 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 200 14 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 200 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 200 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 200 17 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 200 18 interactions interaction NNS work_incs6r2ovzfh7ajrv56v5dou4i 200 19 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 200 20 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 200 21 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 200 22 facilitated facilitate VBD work_incs6r2ovzfh7ajrv56v5dou4i 200 23 less less RBR work_incs6r2ovzfh7ajrv56v5dou4i 200 24 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 200 25 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 200 26 ’ ’ POS work_incs6r2ovzfh7ajrv56v5dou4i 200 27 access access NN work_incs6r2ovzfh7ajrv56v5dou4i 200 28 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 200 29 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 200 30 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 200 31 connecting 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work_incs6r2ovzfh7ajrv56v5dou4i 202 23 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 202 24 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 202 25 . . . work_incs6r2ovzfh7ajrv56v5dou4i 203 1 Limitations Limitations NNP work_incs6r2ovzfh7ajrv56v5dou4i 203 2 This this DT work_incs6r2ovzfh7ajrv56v5dou4i 203 3 study study NN work_incs6r2ovzfh7ajrv56v5dou4i 203 4 has have VBZ work_incs6r2ovzfh7ajrv56v5dou4i 203 5 some some DT work_incs6r2ovzfh7ajrv56v5dou4i 203 6 noteworthy noteworthy JJ work_incs6r2ovzfh7ajrv56v5dou4i 203 7 limitations limitation NNS work_incs6r2ovzfh7ajrv56v5dou4i 203 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 204 1 Data datum NNS work_incs6r2ovzfh7ajrv56v5dou4i 204 2 collection collection NN work_incs6r2ovzfh7ajrv56v5dou4i 204 3 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 204 4 restricted restrict VBN work_incs6r2ovzfh7ajrv56v5dou4i 204 5 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 204 6 English english JJ work_incs6r2ovzfh7ajrv56v5dou4i 204 7 messages message NNS 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work_incs6r2ovzfh7ajrv56v5dou4i 206 29 reflect reflect VB work_incs6r2ovzfh7ajrv56v5dou4i 206 30 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 206 31 characteristics characteristic NNS work_incs6r2ovzfh7ajrv56v5dou4i 206 32 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 206 33 attitudes attitude NNS work_incs6r2ovzfh7ajrv56v5dou4i 206 34 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 206 35 private private JJ work_incs6r2ovzfh7ajrv56v5dou4i 206 36 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 206 37 . . . work_incs6r2ovzfh7ajrv56v5dou4i 207 1 Many many JJ work_incs6r2ovzfh7ajrv56v5dou4i 207 2 additional additional JJ work_incs6r2ovzfh7ajrv56v5dou4i 207 3 aspects aspect NNS work_incs6r2ovzfh7ajrv56v5dou4i 207 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 207 5 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 207 6 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 207 7 regarding regard VBG work_incs6r2ovzfh7ajrv56v5dou4i 207 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 207 9 topic topic NN work_incs6r2ovzfh7ajrv56v5dou4i 207 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 207 11 COVID-19 COVID-19 , work_incs6r2ovzfh7ajrv56v5dou4i 207 12 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 207 13 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 207 14 captured capture VBN work_incs6r2ovzfh7ajrv56v5dou4i 207 15 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 207 16 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 207 17 indicators indicator NNS work_incs6r2ovzfh7ajrv56v5dou4i 207 18 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 207 19 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 207 20 sharing sharing NN work_incs6r2ovzfh7ajrv56v5dou4i 207 21 – – : work_incs6r2ovzfh7ajrv56v5dou4i 207 22 retweets retweet NNS work_incs6r2ovzfh7ajrv56v5dou4i 207 23 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 207 24 mentions mention NNS work_incs6r2ovzfh7ajrv56v5dou4i 207 25 . . . work_incs6r2ovzfh7ajrv56v5dou4i 208 1 For for IN work_incs6r2ovzfh7ajrv56v5dou4i 208 2 example example NN 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JJ work_incs6r2ovzfh7ajrv56v5dou4i 208 40 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 208 41 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 208 42 followers follower NNS work_incs6r2ovzfh7ajrv56v5dou4i 208 43 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 208 44 Cha Cha NNP work_incs6r2ovzfh7ajrv56v5dou4i 208 45 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 208 46 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 208 47 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 208 48 , , , work_incs6r2ovzfh7ajrv56v5dou4i 208 49 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 208 50 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 208 51 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 208 52 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 208 53 number number NN work_incs6r2ovzfh7ajrv56v5dou4i 208 54 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 208 55 followers/ followers/ NN work_incs6r2ovzfh7ajrv56v5dou4i 208 56 followees followee NNS work_incs6r2ovzfh7ajrv56v5dou4i 208 57 does do VBZ work_incs6r2ovzfh7ajrv56v5dou4i 208 58 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 208 59 fully fully RB work_incs6r2ovzfh7ajrv56v5dou4i 208 60 explain explain VB work_incs6r2ovzfh7ajrv56v5dou4i 208 61 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 208 62 ’ ’ POS work_incs6r2ovzfh7ajrv56v5dou4i 208 63 actual actual JJ work_incs6r2ovzfh7ajrv56v5dou4i 208 64 activities activity NNS work_incs6r2ovzfh7ajrv56v5dou4i 208 65 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 208 66 Hamzehei Hamzehei NNP work_incs6r2ovzfh7ajrv56v5dou4i 208 67 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 208 68 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 208 69 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 208 70 , , , work_incs6r2ovzfh7ajrv56v5dou4i 208 71 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 208 72 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 208 73 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 208 74 however however RB work_incs6r2ovzfh7ajrv56v5dou4i 208 75 , , , work_incs6r2ovzfh7ajrv56v5dou4i 208 76 it -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 208 77 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 208 78 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 208 79 possible possible JJ work_incs6r2ovzfh7ajrv56v5dou4i 208 80 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 208 81 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 208 82 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 208 83 explains explain VBZ work_incs6r2ovzfh7ajrv56v5dou4i 208 84 other other JJ work_incs6r2ovzfh7ajrv56v5dou4i 208 85 aspects aspect NNS work_incs6r2ovzfh7ajrv56v5dou4i 208 86 such such JJ work_incs6r2ovzfh7ajrv56v5dou4i 208 87 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 208 88 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 208 89 impact impact NN work_incs6r2ovzfh7ajrv56v5dou4i 208 90 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 208 91 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 208 92 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 208 93 shared share VBD work_incs6r2ovzfh7ajrv56v5dou4i 208 94 . . . work_incs6r2ovzfh7ajrv56v5dou4i 209 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 209 2 current current JJ work_incs6r2ovzfh7ajrv56v5dou4i 209 3 version version NN work_incs6r2ovzfh7ajrv56v5dou4i 209 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 209 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 209 6 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 209 7 API API NNP work_incs6r2ovzfh7ajrv56v5dou4i 209 8 does do VBZ work_incs6r2ovzfh7ajrv56v5dou4i 209 9 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 209 10 store store VB work_incs6r2ovzfh7ajrv56v5dou4i 209 11 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 209 12 who who WP work_incs6r2ovzfh7ajrv56v5dou4i 209 13 retweet retweet VBP work_incs6r2ovzfh7ajrv56v5dou4i 209 14 retweeters retweeter NNS work_incs6r2ovzfh7ajrv56v5dou4i 209 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 210 1 A a DT work_incs6r2ovzfh7ajrv56v5dou4i 210 2 prior prior JJ work_incs6r2ovzfh7ajrv56v5dou4i 210 3 study study NN work_incs6r2ovzfh7ajrv56v5dou4i 210 4 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 210 5 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 210 6 spread spread VBN work_incs6r2ovzfh7ajrv56v5dou4i 210 7 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 210 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 210 9 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 210 10 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 210 11 connection connection NN work_incs6r2ovzfh7ajrv56v5dou4i 210 12 identified identify VBD work_incs6r2ovzfh7ajrv56v5dou4i 210 13 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 210 14 most most JJS work_incs6r2ovzfh7ajrv56v5dou4i 210 15 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 210 16 91 91 CD work_incs6r2ovzfh7ajrv56v5dou4i 210 17 % % NN work_incs6r2ovzfh7ajrv56v5dou4i 210 18 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 210 19 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 210 20 retweets retweet NNS work_incs6r2ovzfh7ajrv56v5dou4i 210 21 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 210 22 directly directly RB work_incs6r2ovzfh7ajrv56v5dou4i 210 23 retweeted retweete VBN work_incs6r2ovzfh7ajrv56v5dou4i 210 24 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 210 25 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 210 26 initial initial JJ work_incs6r2ovzfh7ajrv56v5dou4i 210 27 message message NN work_incs6r2ovzfh7ajrv56v5dou4i 210 28 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 210 29 Liang Liang NNP work_incs6r2ovzfh7ajrv56v5dou4i 210 30 et et NNP work_incs6r2ovzfh7ajrv56v5dou4i 210 31 al al NNP work_incs6r2ovzfh7ajrv56v5dou4i 210 32 . . NNP work_incs6r2ovzfh7ajrv56v5dou4i 210 33 , , , work_incs6r2ovzfh7ajrv56v5dou4i 210 34 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 210 35 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 210 36 . . . work_incs6r2ovzfh7ajrv56v5dou4i 211 1 However however RB work_incs6r2ovzfh7ajrv56v5dou4i 211 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 211 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 211 4 unavailability unavailability NN work_incs6r2ovzfh7ajrv56v5dou4i 211 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 211 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 211 7 full full JJ work_incs6r2ovzfh7ajrv56v5dou4i 211 8 content content NN work_incs6r2ovzfh7ajrv56v5dou4i 211 9 record record NN work_incs6r2ovzfh7ajrv56v5dou4i 211 10 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 211 11 prevent prevent VB work_incs6r2ovzfh7ajrv56v5dou4i 211 12 us -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 211 13 from from IN work_incs6r2ovzfh7ajrv56v5dou4i 211 14 further further RB work_incs6r2ovzfh7ajrv56v5dou4i 211 15 knowing know VBG work_incs6r2ovzfh7ajrv56v5dou4i 211 16 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 211 17 pattern pattern NN work_incs6r2ovzfh7ajrv56v5dou4i 211 18 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 211 19 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 211 20 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 211 21 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 211 22 intermediate intermediate JJ work_incs6r2ovzfh7ajrv56v5dou4i 211 23 retweeters retweeter NNS work_incs6r2ovzfh7ajrv56v5dou4i 211 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 212 1 There there EX work_incs6r2ovzfh7ajrv56v5dou4i 212 2 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 212 3 no no DT work_incs6r2ovzfh7ajrv56v5dou4i 212 4 comparable comparable JJ work_incs6r2ovzfh7ajrv56v5dou4i 212 5 analyses analysis NNS work_incs6r2ovzfh7ajrv56v5dou4i 212 6 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 212 7 determine determine VB work_incs6r2ovzfh7ajrv56v5dou4i 212 8 cut cut VBN work_incs6r2ovzfh7ajrv56v5dou4i 212 9 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 212 10 off off RP work_incs6r2ovzfh7ajrv56v5dou4i 212 11 values value NNS work_incs6r2ovzfh7ajrv56v5dou4i 212 12 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 212 13 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 212 14 indices indice VBZ work_incs6r2ovzfh7ajrv56v5dou4i 212 15 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 212 16 be be VB work_incs6r2ovzfh7ajrv56v5dou4i 212 17 high high JJ work_incs6r2ovzfh7ajrv56v5dou4i 212 18 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 212 19 low low JJ work_incs6r2ovzfh7ajrv56v5dou4i 212 20 . . . work_incs6r2ovzfh7ajrv56v5dou4i 213 1 Thus thus RB work_incs6r2ovzfh7ajrv56v5dou4i 213 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 213 3 our -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 213 4 only only JJ work_incs6r2ovzfh7ajrv56v5dou4i 213 5 basis basis NN work_incs6r2ovzfh7ajrv56v5dou4i 213 6 was be VBD work_incs6r2ovzfh7ajrv56v5dou4i 213 7 our -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 213 8 own own JJ work_incs6r2ovzfh7ajrv56v5dou4i 213 9 interpretation interpretation NN work_incs6r2ovzfh7ajrv56v5dou4i 213 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 213 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 213 12 data datum NNS work_incs6r2ovzfh7ajrv56v5dou4i 213 13 . . . work_incs6r2ovzfh7ajrv56v5dou4i 214 1 Social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 214 2 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 214 3 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 214 4 often often RB work_incs6r2ovzfh7ajrv56v5dou4i 214 5 only only RB work_incs6r2ovzfh7ajrv56v5dou4i 214 6 weakly weakly JJR work_incs6r2ovzfh7ajrv56v5dou4i 214 7 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 214 8 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 214 9 free free JJ work_incs6r2ovzfh7ajrv56v5dou4i 214 10 even even RB work_incs6r2ovzfh7ajrv56v5dou4i 214 11 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 214 12 cases case NNS work_incs6r2ovzfh7ajrv56v5dou4i 214 13 where where WRB work_incs6r2ovzfh7ajrv56v5dou4i 214 14 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 214 15 power power NN work_incs6r2ovzfh7ajrv56v5dou4i 214 16 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 214 17 law law NN work_incs6r2ovzfh7ajrv56v5dou4i 214 18 distribution distribution NN work_incs6r2ovzfh7ajrv56v5dou4i 214 19 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 214 20 observed observe VBN work_incs6r2ovzfh7ajrv56v5dou4i 214 21 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 214 22 Broido Broido NNP work_incs6r2ovzfh7ajrv56v5dou4i 214 23 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 214 24 Clauset Clauset NNP work_incs6r2ovzfh7ajrv56v5dou4i 214 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 214 26 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 214 27 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 214 28 . . . work_incs6r2ovzfh7ajrv56v5dou4i 215 1 Future future JJ work_incs6r2ovzfh7ajrv56v5dou4i 215 2 research research NN work_incs6r2ovzfh7ajrv56v5dou4i 215 3 should should MD work_incs6r2ovzfh7ajrv56v5dou4i 215 4 investigate investigate VB work_incs6r2ovzfh7ajrv56v5dou4i 215 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 215 6 robustness robustness NN work_incs6r2ovzfh7ajrv56v5dou4i 215 7 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 215 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 215 9 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 215 10 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 215 11 free free JJ work_incs6r2ovzfh7ajrv56v5dou4i 215 12 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 215 13 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 215 14 interpretability interpretability NN work_incs6r2ovzfh7ajrv56v5dou4i 215 15 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 215 16 power power NN work_incs6r2ovzfh7ajrv56v5dou4i 215 17 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 215 18 law law NN work_incs6r2ovzfh7ajrv56v5dou4i 215 19 distribution distribution NN work_incs6r2ovzfh7ajrv56v5dou4i 215 20 . . . work_incs6r2ovzfh7ajrv56v5dou4i 216 1 Drawing draw VBG work_incs6r2ovzfh7ajrv56v5dou4i 216 2 inferences inference NNS work_incs6r2ovzfh7ajrv56v5dou4i 216 3 solely solely RB work_incs6r2ovzfh7ajrv56v5dou4i 216 4 based base VBN work_incs6r2ovzfh7ajrv56v5dou4i 216 5 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 216 6 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 216 7 visual visual JJ work_incs6r2ovzfh7ajrv56v5dou4i 216 8 inspection inspection NN work_incs6r2ovzfh7ajrv56v5dou4i 216 9 requires require VBZ work_incs6r2ovzfh7ajrv56v5dou4i 216 10 further further JJ work_incs6r2ovzfh7ajrv56v5dou4i 216 11 statistical statistical JJ work_incs6r2ovzfh7ajrv56v5dou4i 216 12 confirmation confirmation NN work_incs6r2ovzfh7ajrv56v5dou4i 216 13 . . . work_incs6r2ovzfh7ajrv56v5dou4i 217 1 Conclusion Conclusion NNP work_incs6r2ovzfh7ajrv56v5dou4i 217 2 This this DT work_incs6r2ovzfh7ajrv56v5dou4i 217 3 study study NN work_incs6r2ovzfh7ajrv56v5dou4i 217 4 examined examine VBD work_incs6r2ovzfh7ajrv56v5dou4i 217 5 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 217 6 COVID-19 covid-19 JJ work_incs6r2ovzfh7ajrv56v5dou4i 217 7 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 217 8 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 217 9 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 217 10 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 217 11 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 217 12 provide provide VB work_incs6r2ovzfh7ajrv56v5dou4i 217 13 insights insight NNS work_incs6r2ovzfh7ajrv56v5dou4i 217 14 about about IN work_incs6r2ovzfh7ajrv56v5dou4i 217 15 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 217 16 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 217 17 flow flow NN work_incs6r2ovzfh7ajrv56v5dou4i 217 18 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 217 19 Americans Americans NNPS work_incs6r2ovzfh7ajrv56v5dou4i 217 20 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 217 21 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 217 22 pandemic pandemic NN work_incs6r2ovzfh7ajrv56v5dou4i 217 23 . . . work_incs6r2ovzfh7ajrv56v5dou4i 218 1 Structural structural JJ work_incs6r2ovzfh7ajrv56v5dou4i 218 2 characteristics characteristic NNS work_incs6r2ovzfh7ajrv56v5dou4i 218 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 218 4 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 218 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 218 6 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 218 7 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 218 8 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 218 9 quantified quantify VBN work_incs6r2ovzfh7ajrv56v5dou4i 218 10 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 218 11 described describe VBN work_incs6r2ovzfh7ajrv56v5dou4i 218 12 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 218 13 different different JJ work_incs6r2ovzfh7ajrv56v5dou4i 218 14 metrics metric NNS work_incs6r2ovzfh7ajrv56v5dou4i 218 15 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 218 16 size size NN work_incs6r2ovzfh7ajrv56v5dou4i 218 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 218 18 density density NN work_incs6r2ovzfh7ajrv56v5dou4i 218 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 218 20 connectivity connectivity NN work_incs6r2ovzfh7ajrv56v5dou4i 218 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 218 22 modularity modularity NN work_incs6r2ovzfh7ajrv56v5dou4i 218 23 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 218 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 219 1 Influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 219 2 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 219 3 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 219 4 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 219 5 sources source NNS work_incs6r2ovzfh7ajrv56v5dou4i 219 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 219 7 disseminators disseminator NNS work_incs6r2ovzfh7ajrv56v5dou4i 219 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 219 9 brokers broker NNS work_incs6r2ovzfh7ajrv56v5dou4i 219 10 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 219 11 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 219 12 each each DT work_incs6r2ovzfh7ajrv56v5dou4i 219 13 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 219 14 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 219 15 identified identify VBN work_incs6r2ovzfh7ajrv56v5dou4i 219 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 219 17 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 219 18 nature nature NN work_incs6r2ovzfh7ajrv56v5dou4i 219 19 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 219 20 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 219 21 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 219 22 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 219 23 were be VBD work_incs6r2ovzfh7ajrv56v5dou4i 219 24 conceptually conceptually RB work_incs6r2ovzfh7ajrv56v5dou4i 219 25 assessed assess VBN work_incs6r2ovzfh7ajrv56v5dou4i 219 26 . . . work_incs6r2ovzfh7ajrv56v5dou4i 220 1 Results result NNS work_incs6r2ovzfh7ajrv56v5dou4i 220 2 showed show VBD work_incs6r2ovzfh7ajrv56v5dou4i 220 3 that that IN work_incs6r2ovzfh7ajrv56v5dou4i 220 4 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 220 5 both both DT work_incs6r2ovzfh7ajrv56v5dou4i 220 6 retweet retweet NN work_incs6r2ovzfh7ajrv56v5dou4i 220 7 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 220 8 mention mention NN work_incs6r2ovzfh7ajrv56v5dou4i 220 9 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 220 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 220 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 220 12 topic topic NN work_incs6r2ovzfh7ajrv56v5dou4i 220 13 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 220 14 COVID-19 covid-19 JJ work_incs6r2ovzfh7ajrv56v5dou4i 220 15 created create VBD work_incs6r2ovzfh7ajrv56v5dou4i 220 16 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 220 17 fragmented fragmented JJ work_incs6r2ovzfh7ajrv56v5dou4i 220 18 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 220 19 populations population NNS work_incs6r2ovzfh7ajrv56v5dou4i 220 20 into into IN work_incs6r2ovzfh7ajrv56v5dou4i 220 21 multiple multiple JJ work_incs6r2ovzfh7ajrv56v5dou4i 220 22 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 220 23 channels channel NNS work_incs6r2ovzfh7ajrv56v5dou4i 220 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 220 25 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amount amount NN work_incs6r2ovzfh7ajrv56v5dou4i 223 23 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 223 24 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 223 25 being be VBG work_incs6r2ovzfh7ajrv56v5dou4i 223 26 shared share VBN work_incs6r2ovzfh7ajrv56v5dou4i 223 27 . . . work_incs6r2ovzfh7ajrv56v5dou4i 224 1 As as IN work_incs6r2ovzfh7ajrv56v5dou4i 224 2 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 224 3 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 224 4 becomes become VBZ work_incs6r2ovzfh7ajrv56v5dou4i 224 5 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 224 6 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 224 7 141 141 CD work_incs6r2ovzfh7ajrv56v5dou4i 224 8 CONNECTIONS CONNECTIONS NNP work_incs6r2ovzfh7ajrv56v5dou4i 224 9 heavily heavily RB work_incs6r2ovzfh7ajrv56v5dou4i 224 10 used use VBN work_incs6r2ovzfh7ajrv56v5dou4i 224 11 news news NN work_incs6r2ovzfh7ajrv56v5dou4i 224 12 source source NN work_incs6r2ovzfh7ajrv56v5dou4i 224 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 224 14 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 224 15 effectiveness effectiveness NN work_incs6r2ovzfh7ajrv56v5dou4i 224 16 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 224 17 crisis crisis NN work_incs6r2ovzfh7ajrv56v5dou4i 224 18 management management NN work_incs6r2ovzfh7ajrv56v5dou4i 224 19 depends depend VBZ work_incs6r2ovzfh7ajrv56v5dou4i 224 20 more more JJR work_incs6r2ovzfh7ajrv56v5dou4i 224 21 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 224 22 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 224 23 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 224 24 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 224 25 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 224 26 shared share VBN work_incs6r2ovzfh7ajrv56v5dou4i 224 27 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 224 28 its -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 224 29 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 224 30 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 224 31 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 224 32 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 224 33 reachability reachability NN work_incs6r2ovzfh7ajrv56v5dou4i 224 34 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 224 35 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 224 36 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 224 37 . . . work_incs6r2ovzfh7ajrv56v5dou4i 225 1 Our -PRON- PRP$ work_incs6r2ovzfh7ajrv56v5dou4i 225 2 work work NN work_incs6r2ovzfh7ajrv56v5dou4i 225 3 opens open VBZ work_incs6r2ovzfh7ajrv56v5dou4i 225 4 several several JJ work_incs6r2ovzfh7ajrv56v5dou4i 225 5 new new JJ work_incs6r2ovzfh7ajrv56v5dou4i 225 6 questions question NNS work_incs6r2ovzfh7ajrv56v5dou4i 225 7 about about IN work_incs6r2ovzfh7ajrv56v5dou4i 225 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 225 9 underlying underlie VBG work_incs6r2ovzfh7ajrv56v5dou4i 225 10 structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 225 11 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 225 12 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 225 13 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 225 14 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 225 15 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 225 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 226 1 Future future JJ work_incs6r2ovzfh7ajrv56v5dou4i 226 2 studies study NNS work_incs6r2ovzfh7ajrv56v5dou4i 226 3 may may MD work_incs6r2ovzfh7ajrv56v5dou4i 226 4 expand expand VB work_incs6r2ovzfh7ajrv56v5dou4i 226 5 this this DT work_incs6r2ovzfh7ajrv56v5dou4i 226 6 research research NN work_incs6r2ovzfh7ajrv56v5dou4i 226 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 226 8 exploring explore VBG work_incs6r2ovzfh7ajrv56v5dou4i 226 9 how how WRB work_incs6r2ovzfh7ajrv56v5dou4i 226 10 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 226 11 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 226 12 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 226 13 formed form VBN work_incs6r2ovzfh7ajrv56v5dou4i 226 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 226 15 examining examine VBG work_incs6r2ovzfh7ajrv56v5dou4i 226 16 how how WRB work_incs6r2ovzfh7ajrv56v5dou4i 226 17 relationships relationship NNS work_incs6r2ovzfh7ajrv56v5dou4i 226 18 between between IN work_incs6r2ovzfh7ajrv56v5dou4i 226 19 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 226 20 type type NN work_incs6r2ovzfh7ajrv56v5dou4i 226 21 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 226 22 degree degree NN work_incs6r2ovzfh7ajrv56v5dou4i 226 23 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 226 24 influence influence NN work_incs6r2ovzfh7ajrv56v5dou4i 226 25 differ differ VBP work_incs6r2ovzfh7ajrv56v5dou4i 226 26 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 226 27 cluster cluster NN work_incs6r2ovzfh7ajrv56v5dou4i 226 28 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 226 29 change change VB work_incs6r2ovzfh7ajrv56v5dou4i 226 30 over over IN work_incs6r2ovzfh7ajrv56v5dou4i 226 31 time time NN work_incs6r2ovzfh7ajrv56v5dou4i 226 32 . . . work_incs6r2ovzfh7ajrv56v5dou4i 227 1 References References NNPS work_incs6r2ovzfh7ajrv56v5dou4i 227 2 Ahlmén Ahlmén NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 3 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 227 4 Laiho Laiho NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 227 6 U. U. NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 227 8 Suominen Suominen NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 227 10 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 227 12 Järvi Järvi NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 227 14 U. U. NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 15 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 227 16 Tuominen Tuominen NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 227 18 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 227 19 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 227 20 . . . work_incs6r2ovzfh7ajrv56v5dou4i 228 1 “ " `` work_incs6r2ovzfh7ajrv56v5dou4i 228 2 Finnish finnish JJ work_incs6r2ovzfh7ajrv56v5dou4i 228 3 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 228 4 journalists journalist NNS work_incs6r2ovzfh7ajrv56v5dou4i 228 5 ’ ’ POS work_incs6r2ovzfh7ajrv56v5dou4i 228 6 perceptions perception NNS work_incs6r2ovzfh7ajrv56v5dou4i 228 7 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 228 8 collaborating collaborate VBG work_incs6r2ovzfh7ajrv56v5dou4i 228 9 with with IN work_incs6r2ovzfh7ajrv56v5dou4i 228 10 medical medical JJ work_incs6r2ovzfh7ajrv56v5dou4i 228 11 professionals professional NNS work_incs6r2ovzfh7ajrv56v5dou4i 228 12 ” " '' work_incs6r2ovzfh7ajrv56v5dou4i 228 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 228 14 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 228 15 Conference Conference NNP work_incs6r2ovzfh7ajrv56v5dou4i 228 16 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 228 17 Well Well NNP work_incs6r2ovzfh7ajrv56v5dou4i 228 18 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 228 19 Being being NN work_incs6r2ovzfh7ajrv56v5dou4i 228 20 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 228 21 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 228 22 Information Information NNP work_incs6r2ovzfh7ajrv56v5dou4i 228 23 Society Society NNP work_incs6r2ovzfh7ajrv56v5dou4i 228 24 , , , work_incs6r2ovzfh7ajrv56v5dou4i 228 25 Springer Springer NNP work_incs6r2ovzfh7ajrv56v5dou4i 228 26 , , , work_incs6r2ovzfh7ajrv56v5dou4i 228 27 Cham Cham NNP work_incs6r2ovzfh7ajrv56v5dou4i 228 28 , , , work_incs6r2ovzfh7ajrv56v5dou4i 228 29 pp pp NNP work_incs6r2ovzfh7ajrv56v5dou4i 228 30 . . . work_incs6r2ovzfh7ajrv56v5dou4i 229 1 1–15 1–15 ADD work_incs6r2ovzfh7ajrv56v5dou4i 229 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 230 1 Anger anger NN work_incs6r2ovzfh7ajrv56v5dou4i 230 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 230 3 I. I. NNP work_incs6r2ovzfh7ajrv56v5dou4i 230 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 230 5 Kittl Kittl NNP work_incs6r2ovzfh7ajrv56v5dou4i 230 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 230 7 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 230 8 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 230 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 231 1 “ " `` work_incs6r2ovzfh7ajrv56v5dou4i 231 2 Measuring measure VBG work_incs6r2ovzfh7ajrv56v5dou4i 231 3 influence influence NN work_incs6r2ovzfh7ajrv56v5dou4i 231 4 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 231 5 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 231 6 ” " '' work_incs6r2ovzfh7ajrv56v5dou4i 231 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 231 8 Proceedings proceeding NNS work_incs6r2ovzfh7ajrv56v5dou4i 231 9 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 231 10 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 231 11 11th 11th JJ work_incs6r2ovzfh7ajrv56v5dou4i 231 12 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 231 13 Conference Conference NNP work_incs6r2ovzfh7ajrv56v5dou4i 231 14 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 231 15 Knowledge Knowledge NNP work_incs6r2ovzfh7ajrv56v5dou4i 231 16 Management Management NNP work_incs6r2ovzfh7ajrv56v5dou4i 231 17 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 231 18 Knowledge Knowledge NNP work_incs6r2ovzfh7ajrv56v5dou4i 231 19 Technologies Technologies NNPS work_incs6r2ovzfh7ajrv56v5dou4i 231 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 231 21 pp pp NNP work_incs6r2ovzfh7ajrv56v5dou4i 231 22 . . . work_incs6r2ovzfh7ajrv56v5dou4i 232 1 1–4 1–4 LS work_incs6r2ovzfh7ajrv56v5dou4i 232 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 233 1 Ansari Ansari NNP work_incs6r2ovzfh7ajrv56v5dou4i 233 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 233 3 A. a. NN work_incs6r2ovzfh7ajrv56v5dou4i 234 1 2013 2013 CD work_incs6r2ovzfh7ajrv56v5dou4i 234 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 235 1 “ " `` work_incs6r2ovzfh7ajrv56v5dou4i 235 2 Green Green NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 3 ’s ’s '' work_incs6r2ovzfh7ajrv56v5dou4i 235 4 art art NN work_incs6r2ovzfh7ajrv56v5dou4i 235 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 235 6 new new JJ work_incs6r2ovzfh7ajrv56v5dou4i 235 7 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 235 8 aesthetics aesthetic NNS work_incs6r2ovzfh7ajrv56v5dou4i 235 9 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 235 10 pre pre JJ work_incs6r2ovzfh7ajrv56v5dou4i 235 11 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 235 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 235 13 post post JJ work_incs6r2ovzfh7ajrv56v5dou4i 235 14 - - JJ work_incs6r2ovzfh7ajrv56v5dou4i 235 15 election election NN work_incs6r2ovzfh7ajrv56v5dou4i 235 16 events event NNS work_incs6r2ovzfh7ajrv56v5dou4i 235 17 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 235 18 Iran Iran NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 19 ” " '' work_incs6r2ovzfh7ajrv56v5dou4i 235 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 235 21 Proceedings proceeding NNS work_incs6r2ovzfh7ajrv56v5dou4i 235 22 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 235 23 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 235 24 19th 19th JJ work_incs6r2ovzfh7ajrv56v5dou4i 235 25 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 26 Symposium Symposium NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 27 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 235 28 Electronic electronic JJ work_incs6r2ovzfh7ajrv56v5dou4i 235 29 Art art NN work_incs6r2ovzfh7ajrv56v5dou4i 235 30 edited edit VBN work_incs6r2ovzfh7ajrv56v5dou4i 235 31 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 235 32 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 33 Cleland Cleland NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 34 , , , work_incs6r2ovzfh7ajrv56v5dou4i 235 35 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 36 Fisher Fisher NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 37 , , , work_incs6r2ovzfh7ajrv56v5dou4i 235 38 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 235 39 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 40 Harley Harley NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 41 , , , work_incs6r2ovzfh7ajrv56v5dou4i 235 42 ISEA ISEA NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 43 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 44 , , , work_incs6r2ovzfh7ajrv56v5dou4i 235 45 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 235 46 Australian Australian NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 47 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 48 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 235 49 Art Art NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 50 & & CC work_incs6r2ovzfh7ajrv56v5dou4i 235 51 Technology Technology NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 52 , , , work_incs6r2ovzfh7ajrv56v5dou4i 235 53 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 235 54 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 235 55 University University NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 56 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 235 57 Sydney Sydney NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 58 , , , work_incs6r2ovzfh7ajrv56v5dou4i 235 59 Sydney Sydney NNP work_incs6r2ovzfh7ajrv56v5dou4i 235 60 . . . work_incs6r2ovzfh7ajrv56v5dou4i 236 1 Aramburu aramburu NN work_incs6r2ovzfh7ajrv56v5dou4i 236 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 236 3 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 236 4 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 236 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 236 6 Berlanga Berlanga NNP work_incs6r2ovzfh7ajrv56v5dou4i 236 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 236 8 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 236 9 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 236 10 Lanza Lanza NNP work_incs6r2ovzfh7ajrv56v5dou4i 236 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 236 12 I. I. NNP work_incs6r2ovzfh7ajrv56v5dou4i 237 1 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 237 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 238 1 Social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 238 2 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 238 3 multidimensional multidimensional JJ work_incs6r2ovzfh7ajrv56v5dou4i 238 4 analysis analysis NN work_incs6r2ovzfh7ajrv56v5dou4i 238 5 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 238 6 intelligent intelligent JJ work_incs6r2ovzfh7ajrv56v5dou4i 238 7 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 238 8 surveillance surveillance NN work_incs6r2ovzfh7ajrv56v5dou4i 238 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 239 1 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 239 2 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 239 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 239 4 Environmental Environmental NNP work_incs6r2ovzfh7ajrv56v5dou4i 239 5 Research Research NNP work_incs6r2ovzfh7ajrv56v5dou4i 239 6 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 239 7 Public Public NNP work_incs6r2ovzfh7ajrv56v5dou4i 239 8 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 239 9 17 17 CD work_incs6r2ovzfh7ajrv56v5dou4i 239 10 : : SYM work_incs6r2ovzfh7ajrv56v5dou4i 239 11 2289 2289 CD work_incs6r2ovzfh7ajrv56v5dou4i 239 12 . . . work_incs6r2ovzfh7ajrv56v5dou4i 240 1 Broido Broido NNP work_incs6r2ovzfh7ajrv56v5dou4i 240 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 240 3 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 240 4 D. D. NNP work_incs6r2ovzfh7ajrv56v5dou4i 240 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 240 6 Clauset Clauset NNP work_incs6r2ovzfh7ajrv56v5dou4i 240 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 240 8 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 241 1 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 241 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 242 1 Scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 242 2 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 242 3 free free JJ work_incs6r2ovzfh7ajrv56v5dou4i 242 4 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 242 5 are be VBP work_incs6r2ovzfh7ajrv56v5dou4i 242 6 rare rare JJ work_incs6r2ovzfh7ajrv56v5dou4i 242 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 243 1 Nature Nature NNP work_incs6r2ovzfh7ajrv56v5dou4i 243 2 Communications Communications NNP work_incs6r2ovzfh7ajrv56v5dou4i 243 3 10 10 CD work_incs6r2ovzfh7ajrv56v5dou4i 243 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 243 5 1–10 1–10 CD work_incs6r2ovzfh7ajrv56v5dou4i 243 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 244 1 Centers center NNS work_incs6r2ovzfh7ajrv56v5dou4i 244 2 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 244 3 Disease Disease NNP work_incs6r2ovzfh7ajrv56v5dou4i 244 4 Control Control NNP work_incs6r2ovzfh7ajrv56v5dou4i 244 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 244 6 Prevention Prevention NNP work_incs6r2ovzfh7ajrv56v5dou4i 244 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 245 1 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 245 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 246 1 Crisis Crisis NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 2 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 246 3 Emergency Emergency NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 4 Risk Risk NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 5 Communication Communication NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 6 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 246 7 CERC CERC NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 8 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 246 9 Manual Manual NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 246 11 Centers Centers NNPS work_incs6r2ovzfh7ajrv56v5dou4i 246 12 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 246 13 Disease Disease NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 14 Control Control NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 15 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 246 16 Prevention Prevention NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 246 18 Atlanta Atlanta NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 246 20 available available JJ work_incs6r2ovzfh7ajrv56v5dou4i 246 21 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 246 22 : : : work_incs6r2ovzfh7ajrv56v5dou4i 246 23 https://emergency.cdc.gov/cerc/ https://emergency.cdc.gov/cerc/ NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 24 manual manual NNP work_incs6r2ovzfh7ajrv56v5dou4i 246 25 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 246 26 index.asp index.asp ADD work_incs6r2ovzfh7ajrv56v5dou4i 246 27 . . . work_incs6r2ovzfh7ajrv56v5dou4i 247 1 Cha Cha NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 247 3 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 247 5 Haddadi Haddadi NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 247 7 H. H. NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 247 9 Benevenuto Benevenuto NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 247 11 F. F. NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 247 13 Gummadi Gummadi NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 247 15 P. P. NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 16 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 247 17 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 247 18 . . . work_incs6r2ovzfh7ajrv56v5dou4i 248 1 Measuring measure VBG work_incs6r2ovzfh7ajrv56v5dou4i 248 2 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 248 3 influence influence NN work_incs6r2ovzfh7ajrv56v5dou4i 248 4 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 248 5 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 248 6 : : : work_incs6r2ovzfh7ajrv56v5dou4i 248 7 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 248 8 million million CD work_incs6r2ovzfh7ajrv56v5dou4i 248 9 follower follower NN work_incs6r2ovzfh7ajrv56v5dou4i 248 10 fallacy fallacy NN work_incs6r2ovzfh7ajrv56v5dou4i 248 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 249 1 Icwsm Icwsm NNP work_incs6r2ovzfh7ajrv56v5dou4i 249 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 249 3 10 10 CD work_incs6r2ovzfh7ajrv56v5dou4i 249 4 : : SYM work_incs6r2ovzfh7ajrv56v5dou4i 249 5 30 30 CD work_incs6r2ovzfh7ajrv56v5dou4i 249 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 250 1 Clauset Clauset NNP work_incs6r2ovzfh7ajrv56v5dou4i 250 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 250 3 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 250 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 250 5 Newman Newman NNP work_incs6r2ovzfh7ajrv56v5dou4i 250 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 250 7 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 250 8 E. E. NNP work_incs6r2ovzfh7ajrv56v5dou4i 250 9 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 250 10 Moore Moore NNP work_incs6r2ovzfh7ajrv56v5dou4i 250 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 250 12 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 250 13 2004 2004 CD work_incs6r2ovzfh7ajrv56v5dou4i 250 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 251 1 Finding find VBG work_incs6r2ovzfh7ajrv56v5dou4i 251 2 community community NN work_incs6r2ovzfh7ajrv56v5dou4i 251 3 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 251 4 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 251 5 very very RB work_incs6r2ovzfh7ajrv56v5dou4i 251 6 large large JJ work_incs6r2ovzfh7ajrv56v5dou4i 251 7 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 251 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 252 1 Physical Physical NNP work_incs6r2ovzfh7ajrv56v5dou4i 252 2 Review Review NNP work_incs6r2ovzfh7ajrv56v5dou4i 252 3 E E NNP work_incs6r2ovzfh7ajrv56v5dou4i 252 4 70 70 CD work_incs6r2ovzfh7ajrv56v5dou4i 252 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 252 6 066111 066111 CD work_incs6r2ovzfh7ajrv56v5dou4i 252 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 252 8 doi doi NN work_incs6r2ovzfh7ajrv56v5dou4i 252 9 : : : work_incs6r2ovzfh7ajrv56v5dou4i 252 10 10.1103/ 10.1103/ CD work_incs6r2ovzfh7ajrv56v5dou4i 252 11 PhysRevE.70.066111 PhysRevE.70.066111 NNS work_incs6r2ovzfh7ajrv56v5dou4i 252 12 . . . work_incs6r2ovzfh7ajrv56v5dou4i 253 1 Conover Conover NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 3 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 4 D. D. NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 6 Ratkiewicz Ratkiewicz NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 8 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 10 Francisco Francisco NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 12 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 14 Gonçalves Gonçalves NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 16 B. B. NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 18 Menczer Menczer NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 20 F. F. NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 21 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 253 22 Flammini Flammini NNP work_incs6r2ovzfh7ajrv56v5dou4i 253 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 253 24 A. a. NN work_incs6r2ovzfh7ajrv56v5dou4i 254 1 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 254 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 255 1 Political political JJ work_incs6r2ovzfh7ajrv56v5dou4i 255 2 polarization polarization NN work_incs6r2ovzfh7ajrv56v5dou4i 255 3 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 255 4 twitter twitter NN work_incs6r2ovzfh7ajrv56v5dou4i 255 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 256 1 Fifth fifth JJ work_incs6r2ovzfh7ajrv56v5dou4i 256 2 international international JJ work_incs6r2ovzfh7ajrv56v5dou4i 256 3 AAAI AAAI NNP work_incs6r2ovzfh7ajrv56v5dou4i 256 4 Conference Conference NNP work_incs6r2ovzfh7ajrv56v5dou4i 256 5 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 256 6 Weblogs Weblogs NNP work_incs6r2ovzfh7ajrv56v5dou4i 256 7 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 256 8 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 256 9 Media Media NNP work_incs6r2ovzfh7ajrv56v5dou4i 256 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 257 1 Csardi Csardi NNP work_incs6r2ovzfh7ajrv56v5dou4i 257 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 257 3 G. G. NNP work_incs6r2ovzfh7ajrv56v5dou4i 257 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 257 5 Nepusz Nepusz NNP work_incs6r2ovzfh7ajrv56v5dou4i 257 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 257 7 T. T. NNP work_incs6r2ovzfh7ajrv56v5dou4i 257 8 2006 2006 CD work_incs6r2ovzfh7ajrv56v5dou4i 257 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 258 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 258 2 igraph igraph JJ work_incs6r2ovzfh7ajrv56v5dou4i 258 3 software software NN work_incs6r2ovzfh7ajrv56v5dou4i 258 4 package package NN work_incs6r2ovzfh7ajrv56v5dou4i 258 5 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 258 6 complex complex JJ work_incs6r2ovzfh7ajrv56v5dou4i 258 7 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 258 8 research research NN work_incs6r2ovzfh7ajrv56v5dou4i 258 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 259 1 InterJournal InterJournal NNP work_incs6r2ovzfh7ajrv56v5dou4i 259 2 Complex Complex NNP work_incs6r2ovzfh7ajrv56v5dou4i 259 3 Systems Systems NNP work_incs6r2ovzfh7ajrv56v5dou4i 259 4 1695 1695 CD work_incs6r2ovzfh7ajrv56v5dou4i 259 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 259 6 1–9 1–9 CD work_incs6r2ovzfh7ajrv56v5dou4i 259 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 260 1 De De NNP work_incs6r2ovzfh7ajrv56v5dou4i 260 2 Brún Brún NNP work_incs6r2ovzfh7ajrv56v5dou4i 260 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 260 4 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 260 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 260 6 McAuliffe McAuliffe NNP work_incs6r2ovzfh7ajrv56v5dou4i 260 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 260 8 E. E. NNP work_incs6r2ovzfh7ajrv56v5dou4i 260 9 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 260 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 261 1 Social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 261 2 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 261 3 analysis analysis NN work_incs6r2ovzfh7ajrv56v5dou4i 261 4 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 261 5 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 261 6 methodological methodological JJ work_incs6r2ovzfh7ajrv56v5dou4i 261 7 approach approach NN work_incs6r2ovzfh7ajrv56v5dou4i 261 8 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 261 9 explore explore VB work_incs6r2ovzfh7ajrv56v5dou4i 261 10 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 261 11 systems system NNS work_incs6r2ovzfh7ajrv56v5dou4i 261 12 : : : work_incs6r2ovzfh7ajrv56v5dou4i 261 13 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 261 14 case case NN work_incs6r2ovzfh7ajrv56v5dou4i 261 15 study study NN work_incs6r2ovzfh7ajrv56v5dou4i 261 16 exploring explore VBG work_incs6r2ovzfh7ajrv56v5dou4i 261 17 support support NN work_incs6r2ovzfh7ajrv56v5dou4i 261 18 among among IN work_incs6r2ovzfh7ajrv56v5dou4i 261 19 senior senior JJ work_incs6r2ovzfh7ajrv56v5dou4i 261 20 managers manager NNS work_incs6r2ovzfh7ajrv56v5dou4i 261 21 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 261 22 executives executive NNS work_incs6r2ovzfh7ajrv56v5dou4i 261 23 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 261 24 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 261 25 hospital hospital NN work_incs6r2ovzfh7ajrv56v5dou4i 261 26 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 261 27 . . . work_incs6r2ovzfh7ajrv56v5dou4i 262 1 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 262 2 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 262 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 262 4 Environmental Environmental NNP work_incs6r2ovzfh7ajrv56v5dou4i 262 5 Research Research NNP work_incs6r2ovzfh7ajrv56v5dou4i 262 6 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 262 7 Public Public NNP work_incs6r2ovzfh7ajrv56v5dou4i 262 8 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 262 9 15 15 CD work_incs6r2ovzfh7ajrv56v5dou4i 262 10 : : : work_incs6r2ovzfh7ajrv56v5dou4i 262 11 511 511 CD work_incs6r2ovzfh7ajrv56v5dou4i 262 12 . . . work_incs6r2ovzfh7ajrv56v5dou4i 263 1 Department Department NNP work_incs6r2ovzfh7ajrv56v5dou4i 263 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 263 3 Homeland Homeland NNP work_incs6r2ovzfh7ajrv56v5dou4i 263 4 Security Security NNP work_incs6r2ovzfh7ajrv56v5dou4i 263 5 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 263 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 264 1 Countering counter VBG work_incs6r2ovzfh7ajrv56v5dou4i 264 2 False false JJ work_incs6r2ovzfh7ajrv56v5dou4i 264 3 Information information NN work_incs6r2ovzfh7ajrv56v5dou4i 264 4 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 264 5 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 264 6 Media Media NNP work_incs6r2ovzfh7ajrv56v5dou4i 264 7 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 264 8 Disasters Disasters NNPS work_incs6r2ovzfh7ajrv56v5dou4i 264 9 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 264 10 Emergencies Emergencies NNPS work_incs6r2ovzfh7ajrv56v5dou4i 264 11 : : : work_incs6r2ovzfh7ajrv56v5dou4i 264 12 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 264 13 Media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 264 14 Working Working NNP work_incs6r2ovzfh7ajrv56v5dou4i 264 15 Group Group NNP work_incs6r2ovzfh7ajrv56v5dou4i 264 16 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 264 17 Emergency Emergency NNP work_incs6r2ovzfh7ajrv56v5dou4i 264 18 Services Services NNPS work_incs6r2ovzfh7ajrv56v5dou4i 264 19 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 264 20 Disaster Disaster NNP work_incs6r2ovzfh7ajrv56v5dou4i 264 21 Management Management NNP work_incs6r2ovzfh7ajrv56v5dou4i 264 22 . . . work_incs6r2ovzfh7ajrv56v5dou4i 265 1 Fortunato Fortunato NNP work_incs6r2ovzfh7ajrv56v5dou4i 265 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 265 3 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 265 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 265 5 Barthelemy Barthelemy NNP work_incs6r2ovzfh7ajrv56v5dou4i 265 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 265 7 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 265 8 2007 2007 CD work_incs6r2ovzfh7ajrv56v5dou4i 265 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 266 1 Resolution resolution NN work_incs6r2ovzfh7ajrv56v5dou4i 266 2 limit limit NN work_incs6r2ovzfh7ajrv56v5dou4i 266 3 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 266 4 community community NN work_incs6r2ovzfh7ajrv56v5dou4i 266 5 detection detection NN work_incs6r2ovzfh7ajrv56v5dou4i 266 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 267 1 Proceedings proceeding NNS work_incs6r2ovzfh7ajrv56v5dou4i 267 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 267 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 267 4 National National NNP work_incs6r2ovzfh7ajrv56v5dou4i 267 5 Academy Academy NNP work_incs6r2ovzfh7ajrv56v5dou4i 267 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 267 7 Sciences Sciences NNP work_incs6r2ovzfh7ajrv56v5dou4i 267 8 104 104 CD work_incs6r2ovzfh7ajrv56v5dou4i 267 9 : : : work_incs6r2ovzfh7ajrv56v5dou4i 267 10 36–41 36–41 CD work_incs6r2ovzfh7ajrv56v5dou4i 267 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 267 12 available available JJ work_incs6r2ovzfh7ajrv56v5dou4i 267 13 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 267 14 : : : work_incs6r2ovzfh7ajrv56v5dou4i 267 15 https://doi.org/10.1073/pnas.0605965104 https://doi.org/10.1073/pnas.0605965104 NN work_incs6r2ovzfh7ajrv56v5dou4i 267 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 268 1 Freeman Freeman NNP work_incs6r2ovzfh7ajrv56v5dou4i 268 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 268 3 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 268 4 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 268 5 1977 1977 CD work_incs6r2ovzfh7ajrv56v5dou4i 268 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 269 1 A a DT work_incs6r2ovzfh7ajrv56v5dou4i 269 2 set set NN work_incs6r2ovzfh7ajrv56v5dou4i 269 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 269 4 measures measure NNS work_incs6r2ovzfh7ajrv56v5dou4i 269 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 269 6 centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 269 7 based base VBN work_incs6r2ovzfh7ajrv56v5dou4i 269 8 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 269 9 betweenness betweenness NN work_incs6r2ovzfh7ajrv56v5dou4i 269 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 270 1 Sociometry sociometry NN work_incs6r2ovzfh7ajrv56v5dou4i 270 2 40 40 CD work_incs6r2ovzfh7ajrv56v5dou4i 270 3 : : : work_incs6r2ovzfh7ajrv56v5dou4i 270 4 35–41 35–41 CD work_incs6r2ovzfh7ajrv56v5dou4i 270 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 270 6 available available JJ work_incs6r2ovzfh7ajrv56v5dou4i 270 7 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 270 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 270 9 https://doi.org/10.2307/3033543 https://doi.org/10.2307/3033543 JJ work_incs6r2ovzfh7ajrv56v5dou4i 270 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 271 1 Freeman Freeman NNP work_incs6r2ovzfh7ajrv56v5dou4i 271 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 271 3 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 271 4 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 271 5 1979 1979 CD work_incs6r2ovzfh7ajrv56v5dou4i 271 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 272 1 Centrality centrality NN work_incs6r2ovzfh7ajrv56v5dou4i 272 2 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 272 3 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 272 4 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 272 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 272 6 conceptual conceptual JJ work_incs6r2ovzfh7ajrv56v5dou4i 272 7 clarification clarification NN work_incs6r2ovzfh7ajrv56v5dou4i 272 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 273 1 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 273 2 Networks Networks NNP work_incs6r2ovzfh7ajrv56v5dou4i 273 3 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 273 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 273 5 215–239 215–239 CD work_incs6r2ovzfh7ajrv56v5dou4i 273 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 274 1 Giglou Giglou NNP work_incs6r2ovzfh7ajrv56v5dou4i 274 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 274 3 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 274 4 I. I. NNP work_incs6r2ovzfh7ajrv56v5dou4i 274 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 274 6 d’Haenens d’Haenens NNP work_incs6r2ovzfh7ajrv56v5dou4i 274 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 274 8 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 274 9 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 274 10 Van Van NNP work_incs6r2ovzfh7ajrv56v5dou4i 274 11 Gorp Gorp NNP work_incs6r2ovzfh7ajrv56v5dou4i 274 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 274 13 B. B. NNP work_incs6r2ovzfh7ajrv56v5dou4i 275 1 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 275 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 276 1 “ " `` work_incs6r2ovzfh7ajrv56v5dou4i 276 2 Identifying identify VBG work_incs6r2ovzfh7ajrv56v5dou4i 276 3 influential influential JJ work_incs6r2ovzfh7ajrv56v5dou4i 276 4 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 276 5 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 276 6 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 7 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 276 8 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 276 9 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 276 10 Turkish turkish JJ work_incs6r2ovzfh7ajrv56v5dou4i 276 11 Diaspora Diaspora NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 12 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 276 13 Belgium Belgium NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 276 15 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 276 16 Netherlands Netherlands NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 276 18 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 276 19 Germany Germany NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 20 ” " '' work_incs6r2ovzfh7ajrv56v5dou4i 276 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 276 22 Handbook Handbook NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 23 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 276 24 Research Research NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 25 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 276 26 Politics Politics NNPS work_incs6r2ovzfh7ajrv56v5dou4i 276 27 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 276 28 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 276 29 Computer Computer NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 30 Age Age NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 31 , , , work_incs6r2ovzfh7ajrv56v5dou4i 276 32 IGI IGI NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 33 Global Global NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 34 , , , work_incs6r2ovzfh7ajrv56v5dou4i 276 35 pp pp NNP work_incs6r2ovzfh7ajrv56v5dou4i 276 36 . . . work_incs6r2ovzfh7ajrv56v5dou4i 277 1 235–263 235–263 CD work_incs6r2ovzfh7ajrv56v5dou4i 277 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 278 1 Girvan Girvan NNP work_incs6r2ovzfh7ajrv56v5dou4i 278 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 278 3 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 278 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 278 5 Newman Newman NNP work_incs6r2ovzfh7ajrv56v5dou4i 278 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 278 7 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 278 8 E. E. NNP work_incs6r2ovzfh7ajrv56v5dou4i 278 9 2002 2002 CD work_incs6r2ovzfh7ajrv56v5dou4i 278 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 279 1 Community community NN work_incs6r2ovzfh7ajrv56v5dou4i 279 2 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 279 3 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 279 4 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 279 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 279 6 biological biological JJ work_incs6r2ovzfh7ajrv56v5dou4i 279 7 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 279 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 280 1 Proceedings proceeding NNS work_incs6r2ovzfh7ajrv56v5dou4i 280 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 280 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 280 4 National National NNP work_incs6r2ovzfh7ajrv56v5dou4i 280 5 Academy Academy NNP work_incs6r2ovzfh7ajrv56v5dou4i 280 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 280 7 Sciences Sciences NNPS work_incs6r2ovzfh7ajrv56v5dou4i 280 8 99 99 CD work_incs6r2ovzfh7ajrv56v5dou4i 280 9 : : : work_incs6r2ovzfh7ajrv56v5dou4i 280 10 7821–7826 7821–7826 CD work_incs6r2ovzfh7ajrv56v5dou4i 280 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 281 1 Gleason Gleason NNP work_incs6r2ovzfh7ajrv56v5dou4i 281 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 281 3 B. B. NNP work_incs6r2ovzfh7ajrv56v5dou4i 282 1 2013 2013 CD work_incs6r2ovzfh7ajrv56v5dou4i 282 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 283 1 # # NNP work_incs6r2ovzfh7ajrv56v5dou4i 283 2 Occupy Occupy NNP work_incs6r2ovzfh7ajrv56v5dou4i 283 3 Wall Wall NNP work_incs6r2ovzfh7ajrv56v5dou4i 283 4 Street Street NNP work_incs6r2ovzfh7ajrv56v5dou4i 283 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 283 6 exploring explore VBG work_incs6r2ovzfh7ajrv56v5dou4i 283 7 informal informal JJ work_incs6r2ovzfh7ajrv56v5dou4i 283 8 learning learn VBG work_incs6r2ovzfh7ajrv56v5dou4i 283 9 about about IN work_incs6r2ovzfh7ajrv56v5dou4i 283 10 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 283 11 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 283 12 movement movement NN work_incs6r2ovzfh7ajrv56v5dou4i 283 13 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 283 14 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 283 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 284 1 American American NNP work_incs6r2ovzfh7ajrv56v5dou4i 284 2 Behavioral Behavioral NNP work_incs6r2ovzfh7ajrv56v5dou4i 284 3 Scientist Scientist NNP work_incs6r2ovzfh7ajrv56v5dou4i 284 4 57 57 CD work_incs6r2ovzfh7ajrv56v5dou4i 284 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 284 6 966–982 966–982 CD work_incs6r2ovzfh7ajrv56v5dou4i 284 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 285 1 González González NNP work_incs6r2ovzfh7ajrv56v5dou4i 285 2 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 285 3 Bailón Bailón NNP work_incs6r2ovzfh7ajrv56v5dou4i 285 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 285 5 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 285 6 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 285 7 Wang Wang NNP work_incs6r2ovzfh7ajrv56v5dou4i 285 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 285 9 N. N. NNP work_incs6r2ovzfh7ajrv56v5dou4i 285 10 2016 2016 CD work_incs6r2ovzfh7ajrv56v5dou4i 285 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 286 1 Networked networked JJ work_incs6r2ovzfh7ajrv56v5dou4i 286 2 discontent discontent NN work_incs6r2ovzfh7ajrv56v5dou4i 286 3 : : : work_incs6r2ovzfh7ajrv56v5dou4i 286 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 286 5 anatomy anatomy NN work_incs6r2ovzfh7ajrv56v5dou4i 286 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 286 7 protest protest NN work_incs6r2ovzfh7ajrv56v5dou4i 286 8 campaigns campaign NNS work_incs6r2ovzfh7ajrv56v5dou4i 286 9 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 286 10 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 286 11 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 286 12 . . . work_incs6r2ovzfh7ajrv56v5dou4i 287 1 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 287 2 Networks Networks NNP work_incs6r2ovzfh7ajrv56v5dou4i 287 3 44 44 CD work_incs6r2ovzfh7ajrv56v5dou4i 287 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 287 5 95–104 95–104 CD work_incs6r2ovzfh7ajrv56v5dou4i 287 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 288 1 Gruzd Gruzd NNP work_incs6r2ovzfh7ajrv56v5dou4i 288 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 288 3 A. a. NN work_incs6r2ovzfh7ajrv56v5dou4i 288 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 288 5 Wellman Wellman NNP work_incs6r2ovzfh7ajrv56v5dou4i 288 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 288 7 B. B. NNP work_incs6r2ovzfh7ajrv56v5dou4i 288 8 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 288 9 Takhteyev Takhteyev NNP work_incs6r2ovzfh7ajrv56v5dou4i 288 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 288 11 Y. Y. NNP work_incs6r2ovzfh7ajrv56v5dou4i 289 1 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 289 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 290 1 Imagining imagine VBG work_incs6r2ovzfh7ajrv56v5dou4i 290 2 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 290 3 as as IN work_incs6r2ovzfh7ajrv56v5dou4i 290 4 an an DT work_incs6r2ovzfh7ajrv56v5dou4i 290 5 imagined imagine VBN work_incs6r2ovzfh7ajrv56v5dou4i 290 6 community community NN work_incs6r2ovzfh7ajrv56v5dou4i 290 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 291 1 American American NNP work_incs6r2ovzfh7ajrv56v5dou4i 291 2 Behavioral Behavioral NNP work_incs6r2ovzfh7ajrv56v5dou4i 291 3 Scientist Scientist NNP work_incs6r2ovzfh7ajrv56v5dou4i 291 4 55 55 CD work_incs6r2ovzfh7ajrv56v5dou4i 291 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 291 6 1294–1318 1294–1318 CD work_incs6r2ovzfh7ajrv56v5dou4i 291 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 292 1 Hagberg Hagberg NNP work_incs6r2ovzfh7ajrv56v5dou4i 292 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 292 3 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 292 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 292 5 Swart Swart NNP work_incs6r2ovzfh7ajrv56v5dou4i 292 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 292 7 P. P. NNP work_incs6r2ovzfh7ajrv56v5dou4i 292 8 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 292 9 S S NNP work_incs6r2ovzfh7ajrv56v5dou4i 292 10 Chult Chult NNP work_incs6r2ovzfh7ajrv56v5dou4i 292 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 292 12 D. D. NNP work_incs6r2ovzfh7ajrv56v5dou4i 292 13 2008 2008 CD work_incs6r2ovzfh7ajrv56v5dou4i 292 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 293 1 Exploring Exploring NNP work_incs6r2ovzfh7ajrv56v5dou4i 293 2 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 293 3 Structure Structure NNP work_incs6r2ovzfh7ajrv56v5dou4i 293 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 293 5 dynamics dynamic NNS work_incs6r2ovzfh7ajrv56v5dou4i 293 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 293 7 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 293 8 Function function NN work_incs6r2ovzfh7ajrv56v5dou4i 293 9 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 293 10 NetworkX(No NetworkX(No NNP work_incs6r2ovzfh7ajrv56v5dou4i 293 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 294 1 LA LA NNP work_incs6r2ovzfh7ajrv56v5dou4i 294 2 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 294 3 UR-08 UR-08 NNP work_incs6r2ovzfh7ajrv56v5dou4i 294 4 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 294 5 05495 05495 CD work_incs6r2ovzfh7ajrv56v5dou4i 294 6 ; ; : work_incs6r2ovzfh7ajrv56v5dou4i 294 7 LA LA NNP work_incs6r2ovzfh7ajrv56v5dou4i 294 8 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 294 9 UR-08 UR-08 NNP work_incs6r2ovzfh7ajrv56v5dou4i 294 10 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 294 11 5495 5495 CD work_incs6r2ovzfh7ajrv56v5dou4i 294 12 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 294 13 Los Los NNP work_incs6r2ovzfh7ajrv56v5dou4i 294 14 Alamos Alamos NNP work_incs6r2ovzfh7ajrv56v5dou4i 294 15 National National NNP work_incs6r2ovzfh7ajrv56v5dou4i 294 16 Lab Lab NNP work_incs6r2ovzfh7ajrv56v5dou4i 294 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 295 1 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 295 2 LANL LANL NNP work_incs6r2ovzfh7ajrv56v5dou4i 295 3 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 295 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 295 5 Los Los NNP work_incs6r2ovzfh7ajrv56v5dou4i 295 6 Alamos Alamos NNP work_incs6r2ovzfh7ajrv56v5dou4i 295 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 295 8 NM NM NNP work_incs6r2ovzfh7ajrv56v5dou4i 295 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 296 1 Hamzehei Hamzehei NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 296 3 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 296 5 Jiang Jiang NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 296 7 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 296 9 Koutra Koutra NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 296 11 D. D. NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 296 13 Wong Wong NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 296 15 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 296 17 Chen Chen NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 296 19 F. F. NNP work_incs6r2ovzfh7ajrv56v5dou4i 296 20 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 296 21 . . . work_incs6r2ovzfh7ajrv56v5dou4i 297 1 Topic topic NN work_incs6r2ovzfh7ajrv56v5dou4i 297 2 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 297 3 based base VBN work_incs6r2ovzfh7ajrv56v5dou4i 297 4 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 297 5 influence influence NN work_incs6r2ovzfh7ajrv56v5dou4i 297 6 measure- measure- NN work_incs6r2ovzfh7ajrv56v5dou4i 297 7 ment ment JJ work_incs6r2ovzfh7ajrv56v5dou4i 297 8 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 297 9 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 297 10 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 297 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 298 1 Australasian Australasian NNP work_incs6r2ovzfh7ajrv56v5dou4i 298 2 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 298 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 298 4 Infor- Infor- NNP work_incs6r2ovzfh7ajrv56v5dou4i 298 5 mation mation NN work_incs6r2ovzfh7ajrv56v5dou4i 298 6 Systems system NNS work_incs6r2ovzfh7ajrv56v5dou4i 298 7 21 21 CD work_incs6r2ovzfh7ajrv56v5dou4i 298 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 298 9 61 61 CD work_incs6r2ovzfh7ajrv56v5dou4i 298 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 299 1 Harris Harris NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 4 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 6 Duncan Duncan NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 8 A. a. NN work_incs6r2ovzfh7ajrv56v5dou4i 299 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 10 Men Men NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 12 V. V. NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 14 Shevick Shevick NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 16 N. N. NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 18 Krauss Krauss NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 20 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 21 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 22 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 299 23 Cavazos Cavazos NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 24 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 299 25 Rehg Rehg NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 26 , , , work_incs6r2ovzfh7ajrv56v5dou4i 299 27 P. P. NNP work_incs6r2ovzfh7ajrv56v5dou4i 299 28 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 300 1 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 300 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 301 1 Peer Peer NNP work_incs6r2ovzfh7ajrv56v5dou4i 301 2 Reviewed review VBN work_incs6r2ovzfh7ajrv56v5dou4i 301 3 : : : work_incs6r2ovzfh7ajrv56v5dou4i 301 4 Messengers messenger NNS work_incs6r2ovzfh7ajrv56v5dou4i 301 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 301 6 messages message NNS work_incs6r2ovzfh7ajrv56v5dou4i 301 7 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 301 8 tweets tweet NNS work_incs6r2ovzfh7ajrv56v5dou4i 301 9 that that WDT work_incs6r2ovzfh7ajrv56v5dou4i 301 10 Used use VBD work_incs6r2ovzfh7ajrv56v5dou4i 301 11 # # NN work_incs6r2ovzfh7ajrv56v5dou4i 301 12 thin- thin- JJ work_incs6r2ovzfh7ajrv56v5dou4i 301 13 spo spo NNP work_incs6r2ovzfh7ajrv56v5dou4i 301 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 301 15 # # $ work_incs6r2ovzfh7ajrv56v5dou4i 301 16 fitspo fitspo NNP work_incs6r2ovzfh7ajrv56v5dou4i 301 17 Hashtags hashtag NNS work_incs6r2ovzfh7ajrv56v5dou4i 301 18 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 301 19 2016 2016 CD work_incs6r2ovzfh7ajrv56v5dou4i 301 20 . . . work_incs6r2ovzfh7ajrv56v5dou4i 302 1 Preventing prevent VBG work_incs6r2ovzfh7ajrv56v5dou4i 302 2 Chronic Chronic NNP work_incs6r2ovzfh7ajrv56v5dou4i 302 3 Disease Disease NNP work_incs6r2ovzfh7ajrv56v5dou4i 302 4 15 15 CD work_incs6r2ovzfh7ajrv56v5dou4i 302 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 302 6 e01 e01 NN work_incs6r2ovzfh7ajrv56v5dou4i 302 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 302 8 doi doi NN work_incs6r2ovzfh7ajrv56v5dou4i 302 9 : : : work_incs6r2ovzfh7ajrv56v5dou4i 302 10 10.5888 10.5888 CD work_incs6r2ovzfh7ajrv56v5dou4i 302 11 / / SYM work_incs6r2ovzfh7ajrv56v5dou4i 302 12 pcd15.170309 pcd15.170309 NNP work_incs6r2ovzfh7ajrv56v5dou4i 302 13 . . . work_incs6r2ovzfh7ajrv56v5dou4i 303 1 Harris Harris NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 4 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 6 Moreland Moreland NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 7 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 303 8 Russell Russell NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 10 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 12 Choucair Choucair NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 14 B. B. NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 16 Mansour Mansour NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 17 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 18 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 20 Staub Staub NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 22 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 23 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 303 24 Simmons Simmons NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 303 26 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 303 27 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 303 28 . . . work_incs6r2ovzfh7ajrv56v5dou4i 304 1 Tweeting tweet VBG work_incs6r2ovzfh7ajrv56v5dou4i 304 2 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 304 3 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 304 4 against against IN work_incs6r2ovzfh7ajrv56v5dou4i 304 5 public public JJ work_incs6r2ovzfh7ajrv56v5dou4i 304 6 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 304 7 policy policy NN work_incs6r2ovzfh7ajrv56v5dou4i 304 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 304 9 response response NN work_incs6r2ovzfh7ajrv56v5dou4i 304 10 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 304 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 304 12 Chicago Chicago NNP work_incs6r2ovzfh7ajrv56v5dou4i 304 13 Department Department NNP work_incs6r2ovzfh7ajrv56v5dou4i 304 14 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 304 15 Public Public NNP work_incs6r2ovzfh7ajrv56v5dou4i 304 16 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 304 17 ’s ’s POS work_incs6r2ovzfh7ajrv56v5dou4i 304 18 electronic electronic JJ work_incs6r2ovzfh7ajrv56v5dou4i 304 19 cigarette cigarette NN work_incs6r2ovzfh7ajrv56v5dou4i 304 20 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 304 21 campaign campaign NN work_incs6r2ovzfh7ajrv56v5dou4i 304 22 . . . work_incs6r2ovzfh7ajrv56v5dou4i 305 1 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 305 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 305 3 Medical Medical NNP work_incs6r2ovzfh7ajrv56v5dou4i 305 4 Internet Internet NNP work_incs6r2ovzfh7ajrv56v5dou4i 305 5 Research Research NNP work_incs6r2ovzfh7ajrv56v5dou4i 305 6 16 16 CD work_incs6r2ovzfh7ajrv56v5dou4i 305 7 : : : work_incs6r2ovzfh7ajrv56v5dou4i 305 8 e238 e238 ADD work_incs6r2ovzfh7ajrv56v5dou4i 305 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 306 1 Hilton Hilton NNP work_incs6r2ovzfh7ajrv56v5dou4i 306 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 306 3 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 306 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 306 5 Hunt Hunt NNP work_incs6r2ovzfh7ajrv56v5dou4i 306 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 306 7 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 306 8 2011 2011 CD work_incs6r2ovzfh7ajrv56v5dou4i 306 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 307 1 UK UK NNP work_incs6r2ovzfh7ajrv56v5dou4i 307 2 newspapers newspaper NNS work_incs6r2ovzfh7ajrv56v5dou4i 307 3 ’ ’ POS work_incs6r2ovzfh7ajrv56v5dou4i 307 4 representations representation NNS work_incs6r2ovzfh7ajrv56v5dou4i 307 5 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 307 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 307 7 2009–10 2009–10 JJ work_incs6r2ovzfh7ajrv56v5dou4i 307 8 outbreak outbreak NN work_incs6r2ovzfh7ajrv56v5dou4i 307 9 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 307 10 swine swine NNP work_incs6r2ovzfh7ajrv56v5dou4i 307 11 flu flu NN work_incs6r2ovzfh7ajrv56v5dou4i 307 12 : : : work_incs6r2ovzfh7ajrv56v5dou4i 307 13 one one CD work_incs6r2ovzfh7ajrv56v5dou4i 307 14 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 307 15 scare scare NN work_incs6r2ovzfh7ajrv56v5dou4i 307 16 not not RB work_incs6r2ovzfh7ajrv56v5dou4i 307 17 over over RB work_incs6r2ovzfh7ajrv56v5dou4i 307 18 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 307 19 hyped hype VBN work_incs6r2ovzfh7ajrv56v5dou4i 307 20 by by IN work_incs6r2ovzfh7ajrv56v5dou4i 307 21 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 307 22 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 307 23 ? ? . work_incs6r2ovzfh7ajrv56v5dou4i 307 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 308 1 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 308 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 308 3 Epidemiology Epidemiology NNP work_incs6r2ovzfh7ajrv56v5dou4i 308 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 308 5 Community Community NNP work_incs6r2ovzfh7ajrv56v5dou4i 308 6 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 308 7 65 65 CD work_incs6r2ovzfh7ajrv56v5dou4i 308 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 308 9 941–946 941–946 CD work_incs6r2ovzfh7ajrv56v5dou4i 308 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 309 1 142 142 CD work_incs6r2ovzfh7ajrv56v5dou4i 309 2 COVID-19 COVID-19 VBD work_incs6r2ovzfh7ajrv56v5dou4i 309 3 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 4 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 5 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 309 7 I. I. NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 309 9 Lariscy Lariscy NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 309 11 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 12 W. W. NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 309 14 Tinkham Tinkham NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 309 16 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 17 F. F. NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 18 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 309 19 Sweetser Sweetser NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 309 21 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 22 D. D. NNP work_incs6r2ovzfh7ajrv56v5dou4i 309 23 2012 2012 CD work_incs6r2ovzfh7ajrv56v5dou4i 309 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 310 1 Social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 310 2 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 310 3 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 310 4 online online JJ work_incs6r2ovzfh7ajrv56v5dou4i 310 5 political political JJ work_incs6r2ovzfh7ajrv56v5dou4i 310 6 communication communication NN work_incs6r2ovzfh7ajrv56v5dou4i 310 7 : : : work_incs6r2ovzfh7ajrv56v5dou4i 310 8 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 310 9 role role NN work_incs6r2ovzfh7ajrv56v5dou4i 310 10 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 310 11 interpersonal interpersonal JJ work_incs6r2ovzfh7ajrv56v5dou4i 310 12 informational informational JJ work_incs6r2ovzfh7ajrv56v5dou4i 310 13 trust trust NN work_incs6r2ovzfh7ajrv56v5dou4i 310 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 310 15 openness openness NN work_incs6r2ovzfh7ajrv56v5dou4i 310 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 311 1 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 311 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 311 3 Broadcasting Broadcasting NNP work_incs6r2ovzfh7ajrv56v5dou4i 311 4 & & CC work_incs6r2ovzfh7ajrv56v5dou4i 311 5 Electronic Electronic NNP work_incs6r2ovzfh7ajrv56v5dou4i 311 6 Media Media NNP work_incs6r2ovzfh7ajrv56v5dou4i 311 7 56 56 CD work_incs6r2ovzfh7ajrv56v5dou4i 311 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 311 9 92–115 92–115 CD work_incs6r2ovzfh7ajrv56v5dou4i 311 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 312 1 Himelboim Himelboim NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 312 3 I. I. NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 312 5 Smith Smith NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 312 7 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 8 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 312 10 Rainie Rainie NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 312 12 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 312 14 Shneiderman Shneiderman NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 312 16 B. B. NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 17 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 312 18 Espina Espina NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 312 20 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 312 21 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 312 22 . . . work_incs6r2ovzfh7ajrv56v5dou4i 313 1 Classifying classify VBG work_incs6r2ovzfh7ajrv56v5dou4i 313 2 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 313 3 topic- topic- NN work_incs6r2ovzfh7ajrv56v5dou4i 313 4 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 313 5 using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 313 6 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 313 7 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 313 8 analysis analysis NN work_incs6r2ovzfh7ajrv56v5dou4i 313 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 314 1 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 314 2 Media+ Media+ NNP work_incs6r2ovzfh7ajrv56v5dou4i 314 3 Society Society NNP work_incs6r2ovzfh7ajrv56v5dou4i 314 4 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 314 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 315 1 Hinds Hinds NNP work_incs6r2ovzfh7ajrv56v5dou4i 315 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 315 3 P. P. NNP work_incs6r2ovzfh7ajrv56v5dou4i 315 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 315 5 McGrath McGrath NNP work_incs6r2ovzfh7ajrv56v5dou4i 315 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 315 7 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 315 8 2006 2006 CD work_incs6r2ovzfh7ajrv56v5dou4i 315 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 316 1 Structures structure NNS work_incs6r2ovzfh7ajrv56v5dou4i 316 2 that that WDT work_incs6r2ovzfh7ajrv56v5dou4i 316 3 work work VBP work_incs6r2ovzfh7ajrv56v5dou4i 316 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 316 5 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 316 6 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 316 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 316 8 work work NN work_incs6r2ovzfh7ajrv56v5dou4i 316 9 structure structure NN work_incs6r2ovzfh7ajrv56v5dou4i 316 10 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 316 11 coordination coordination NN work_incs6r2ovzfh7ajrv56v5dou4i 316 12 ease ease NN work_incs6r2ovzfh7ajrv56v5dou4i 316 13 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 316 14 geographically geographically RB work_incs6r2ovzfh7ajrv56v5dou4i 316 15 distributed distribute VBN work_incs6r2ovzfh7ajrv56v5dou4i 316 16 teams team NNS work_incs6r2ovzfh7ajrv56v5dou4i 316 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 317 1 Proceedings proceeding NNS work_incs6r2ovzfh7ajrv56v5dou4i 317 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 317 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 317 4 2006 2006 CD work_incs6r2ovzfh7ajrv56v5dou4i 317 5 20th 20th JJ work_incs6r2ovzfh7ajrv56v5dou4i 317 6 Anniversary Anniversary NNP work_incs6r2ovzfh7ajrv56v5dou4i 317 7 Conference Conference NNP work_incs6r2ovzfh7ajrv56v5dou4i 317 8 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 317 9 Computer Computer NNP work_incs6r2ovzfh7ajrv56v5dou4i 317 10 Supported support VBD work_incs6r2ovzfh7ajrv56v5dou4i 317 11 Cooperative Cooperative NNP work_incs6r2ovzfh7ajrv56v5dou4i 317 12 Work Work NNP work_incs6r2ovzfh7ajrv56v5dou4i 317 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 317 14 pp pp ADD work_incs6r2ovzfh7ajrv56v5dou4i 317 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 318 1 343–352 343–352 CD work_incs6r2ovzfh7ajrv56v5dou4i 318 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 319 1 Homeland Homeland NNP work_incs6r2ovzfh7ajrv56v5dou4i 319 2 Security Security NNP work_incs6r2ovzfh7ajrv56v5dou4i 319 3 Council Council NNP work_incs6r2ovzfh7ajrv56v5dou4i 319 4 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 319 5 US US NNP work_incs6r2ovzfh7ajrv56v5dou4i 319 6 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 319 7 2006 2006 CD work_incs6r2ovzfh7ajrv56v5dou4i 319 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 320 1 National National NNP work_incs6r2ovzfh7ajrv56v5dou4i 320 2 Strategy Strategy NNP work_incs6r2ovzfh7ajrv56v5dou4i 320 3 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 320 4 Pandemic Pandemic NNP work_incs6r2ovzfh7ajrv56v5dou4i 320 5 Influenza Influenza NNP work_incs6r2ovzfh7ajrv56v5dou4i 320 6 : : : work_incs6r2ovzfh7ajrv56v5dou4i 320 7 Implementation Implementation NNP work_incs6r2ovzfh7ajrv56v5dou4i 320 8 Plan Plan NNP work_incs6r2ovzfh7ajrv56v5dou4i 320 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 321 1 Executive Executive NNP work_incs6r2ovzfh7ajrv56v5dou4i 321 2 Office Office NNP work_incs6r2ovzfh7ajrv56v5dou4i 321 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 321 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 321 5 President President NNP work_incs6r2ovzfh7ajrv56v5dou4i 321 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 322 1 Hossain Hossain NNP work_incs6r2ovzfh7ajrv56v5dou4i 322 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 322 3 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 322 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 322 5 Kuti Kuti NNP work_incs6r2ovzfh7ajrv56v5dou4i 322 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 322 7 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 322 8 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 322 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 323 1 Disaster disaster NN work_incs6r2ovzfh7ajrv56v5dou4i 323 2 response response NN work_incs6r2ovzfh7ajrv56v5dou4i 323 3 preparedness preparedness NN work_incs6r2ovzfh7ajrv56v5dou4i 323 4 coordination coordination NN work_incs6r2ovzfh7ajrv56v5dou4i 323 5 through through IN work_incs6r2ovzfh7ajrv56v5dou4i 323 6 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 323 7 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 323 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 324 1 Disasters disaster NNS work_incs6r2ovzfh7ajrv56v5dou4i 324 2 34 34 CD work_incs6r2ovzfh7ajrv56v5dou4i 324 3 : : : work_incs6r2ovzfh7ajrv56v5dou4i 324 4 755–786 755–786 CD work_incs6r2ovzfh7ajrv56v5dou4i 324 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 325 1 Kaalia Kaalia NNP work_incs6r2ovzfh7ajrv56v5dou4i 325 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 325 3 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 325 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 325 5 Rajapakse Rajapakse NNP work_incs6r2ovzfh7ajrv56v5dou4i 325 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 325 7 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 325 8 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 325 9 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 325 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 326 1 Refining refining NN work_incs6r2ovzfh7ajrv56v5dou4i 326 2 modules module NNS work_incs6r2ovzfh7ajrv56v5dou4i 326 3 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 326 4 determine determine VB work_incs6r2ovzfh7ajrv56v5dou4i 326 5 functionally functionally RB work_incs6r2ovzfh7ajrv56v5dou4i 326 6 significant significant JJ work_incs6r2ovzfh7ajrv56v5dou4i 326 7 clusters cluster NNS work_incs6r2ovzfh7ajrv56v5dou4i 326 8 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 326 9 molecular molecular JJ work_incs6r2ovzfh7ajrv56v5dou4i 326 10 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 326 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 327 1 BMC BMC NNP work_incs6r2ovzfh7ajrv56v5dou4i 327 2 Genomics Genomics NNP work_incs6r2ovzfh7ajrv56v5dou4i 327 3 20 20 CD work_incs6r2ovzfh7ajrv56v5dou4i 327 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 327 5 901 901 CD work_incs6r2ovzfh7ajrv56v5dou4i 327 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 328 1 Kaur Kaur NNP work_incs6r2ovzfh7ajrv56v5dou4i 328 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 328 3 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 328 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 328 5 Singh Singh NNP work_incs6r2ovzfh7ajrv56v5dou4i 328 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 328 7 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 328 8 2016 2016 CD work_incs6r2ovzfh7ajrv56v5dou4i 328 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 329 1 Analyzing analyze VBG work_incs6r2ovzfh7ajrv56v5dou4i 329 2 negative negative JJ work_incs6r2ovzfh7ajrv56v5dou4i 329 3 ties tie NNS work_incs6r2ovzfh7ajrv56v5dou4i 329 4 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 329 5 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 329 6 networks network NNS work_incs6r2ovzfh7ajrv56v5dou4i 329 7 : : : work_incs6r2ovzfh7ajrv56v5dou4i 329 8 a a DT work_incs6r2ovzfh7ajrv56v5dou4i 329 9 survey survey NN work_incs6r2ovzfh7ajrv56v5dou4i 329 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 330 1 Egyptian Egyptian NNP work_incs6r2ovzfh7ajrv56v5dou4i 330 2 Informatics Informatics NNP work_incs6r2ovzfh7ajrv56v5dou4i 330 3 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 330 4 17 17 CD work_incs6r2ovzfh7ajrv56v5dou4i 330 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 330 6 21–43 21–43 CD work_incs6r2ovzfh7ajrv56v5dou4i 330 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 331 1 Kearney Kearney NNP work_incs6r2ovzfh7ajrv56v5dou4i 331 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 331 3 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 331 4 W. W. NNP work_incs6r2ovzfh7ajrv56v5dou4i 331 5 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 331 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 331 7 rtweet rtweet NNP work_incs6r2ovzfh7ajrv56v5dou4i 331 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 331 9 collecting collect VBG work_incs6r2ovzfh7ajrv56v5dou4i 331 10 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 331 11 analyzing analyze VBG work_incs6r2ovzfh7ajrv56v5dou4i 331 12 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 331 13 data datum NNS work_incs6r2ovzfh7ajrv56v5dou4i 331 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 332 1 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 332 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 332 3 Open Open NNP work_incs6r2ovzfh7ajrv56v5dou4i 332 4 Source Source NNP work_incs6r2ovzfh7ajrv56v5dou4i 332 5 Software Software NNP work_incs6r2ovzfh7ajrv56v5dou4i 332 6 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 332 7 : : SYM work_incs6r2ovzfh7ajrv56v5dou4i 332 8 1829 1829 CD work_incs6r2ovzfh7ajrv56v5dou4i 332 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 333 1 Kemp Kemp NNP work_incs6r2ovzfh7ajrv56v5dou4i 333 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 333 3 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 333 4 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 333 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 334 1 Digital Digital NNP work_incs6r2ovzfh7ajrv56v5dou4i 334 2 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 334 3 : : : work_incs6r2ovzfh7ajrv56v5dou4i 334 4 April April NNP work_incs6r2ovzfh7ajrv56v5dou4i 334 5 Global Global NNP work_incs6r2ovzfh7ajrv56v5dou4i 334 6 Statshot Statshot NNP work_incs6r2ovzfh7ajrv56v5dou4i 334 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 334 8 available available JJ work_incs6r2ovzfh7ajrv56v5dou4i 334 9 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 334 10 : : : work_incs6r2ovzfh7ajrv56v5dou4i 334 11 https://datareportal.com/reports/digital- https://datareportal.com/reports/digital- NNP work_incs6r2ovzfh7ajrv56v5dou4i 334 12 2020-april 2020-april CD work_incs6r2ovzfh7ajrv56v5dou4i 334 13 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 334 14 global global JJ work_incs6r2ovzfh7ajrv56v5dou4i 334 15 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 334 16 statshot statshot NN work_incs6r2ovzfh7ajrv56v5dou4i 334 17 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 334 18 accessed access VBN work_incs6r2ovzfh7ajrv56v5dou4i 334 19 May May NNP work_incs6r2ovzfh7ajrv56v5dou4i 334 20 24 24 CD work_incs6r2ovzfh7ajrv56v5dou4i 334 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 334 22 2020 2020 CD work_incs6r2ovzfh7ajrv56v5dou4i 334 23 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 334 24 . . . work_incs6r2ovzfh7ajrv56v5dou4i 335 1 Keshvari Keshvari NNP work_incs6r2ovzfh7ajrv56v5dou4i 335 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 335 3 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 335 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 335 5 Yamani Yamani NNP work_incs6r2ovzfh7ajrv56v5dou4i 335 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 335 7 N. N. NNP work_incs6r2ovzfh7ajrv56v5dou4i 335 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 335 9 Adibi Adibi NNP work_incs6r2ovzfh7ajrv56v5dou4i 335 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 335 11 P. P. NNP work_incs6r2ovzfh7ajrv56v5dou4i 335 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 335 13 Shahnazi Shahnazi NNP work_incs6r2ovzfh7ajrv56v5dou4i 335 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 335 15 H. H. NNP work_incs6r2ovzfh7ajrv56v5dou4i 335 16 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 335 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 336 1 Health health NN work_incs6r2ovzfh7ajrv56v5dou4i 336 2 journalism journalism NN work_incs6r2ovzfh7ajrv56v5dou4i 336 3 : : : work_incs6r2ovzfh7ajrv56v5dou4i 336 4 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 336 5 reporting reporting NN work_incs6r2ovzfh7ajrv56v5dou4i 336 6 status status NN work_incs6r2ovzfh7ajrv56v5dou4i 336 7 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 336 8 challenges challenge NNS work_incs6r2ovzfh7ajrv56v5dou4i 336 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 337 1 Iranian Iranian NNP work_incs6r2ovzfh7ajrv56v5dou4i 337 2 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 337 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 337 4 Nursing Nursing NNP work_incs6r2ovzfh7ajrv56v5dou4i 337 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 337 6 Midwifery Midwifery NNP work_incs6r2ovzfh7ajrv56v5dou4i 337 7 Research Research NNP work_incs6r2ovzfh7ajrv56v5dou4i 337 8 23 23 CD work_incs6r2ovzfh7ajrv56v5dou4i 337 9 : : : work_incs6r2ovzfh7ajrv56v5dou4i 337 10 14 14 CD work_incs6r2ovzfh7ajrv56v5dou4i 337 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 338 1 Kruikemeier Kruikemeier NNP work_incs6r2ovzfh7ajrv56v5dou4i 338 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 338 3 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 338 4 2014 2014 CD work_incs6r2ovzfh7ajrv56v5dou4i 338 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 339 1 How how WRB work_incs6r2ovzfh7ajrv56v5dou4i 339 2 political political JJ work_incs6r2ovzfh7ajrv56v5dou4i 339 3 candidates candidate NNS work_incs6r2ovzfh7ajrv56v5dou4i 339 4 use use VBP work_incs6r2ovzfh7ajrv56v5dou4i 339 5 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 339 6 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 339 7 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 339 8 impact impact NN work_incs6r2ovzfh7ajrv56v5dou4i 339 9 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 339 10 votes vote NNS work_incs6r2ovzfh7ajrv56v5dou4i 339 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 340 1 Computers computer NNS work_incs6r2ovzfh7ajrv56v5dou4i 340 2 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 340 3 Human Human NNP work_incs6r2ovzfh7ajrv56v5dou4i 340 4 Behavior Behavior NNP work_incs6r2ovzfh7ajrv56v5dou4i 340 5 34 34 CD work_incs6r2ovzfh7ajrv56v5dou4i 340 6 : : : work_incs6r2ovzfh7ajrv56v5dou4i 340 7 131–139 131–139 CD work_incs6r2ovzfh7ajrv56v5dou4i 340 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 341 1 Liang Liang NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 3 H. H. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 5 Fung Fung NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 7 I. I. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 8 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 9 H. H. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 11 Tse Tse NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 13 Z. Z. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 14 T. T. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 15 H. H. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 17 Yin Yin NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 19 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 20 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 21 Chan Chan NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 22 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 23 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 24 H. H. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 26 Pechta Pechta NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 28 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 29 E. E. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 30 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 341 31 Fu Fu NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 32 , , , work_incs6r2ovzfh7ajrv56v5dou4i 341 33 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 34 W. W. NNP work_incs6r2ovzfh7ajrv56v5dou4i 341 35 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 341 36 . . . work_incs6r2ovzfh7ajrv56v5dou4i 342 1 How how WRB work_incs6r2ovzfh7ajrv56v5dou4i 342 2 did do VBD work_incs6r2ovzfh7ajrv56v5dou4i 342 3 Ebola Ebola NNP work_incs6r2ovzfh7ajrv56v5dou4i 342 4 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 342 5 spread spread VB work_incs6r2ovzfh7ajrv56v5dou4i 342 6 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 342 7 twitter twitter NN work_incs6r2ovzfh7ajrv56v5dou4i 342 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 342 9 broadcasting broadcasting NN work_incs6r2ovzfh7ajrv56v5dou4i 342 10 or or CC work_incs6r2ovzfh7ajrv56v5dou4i 342 11 viral viral JJ work_incs6r2ovzfh7ajrv56v5dou4i 342 12 spreading spreading NN work_incs6r2ovzfh7ajrv56v5dou4i 342 13 ? ? . work_incs6r2ovzfh7ajrv56v5dou4i 342 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 343 1 BMC BMC NNP work_incs6r2ovzfh7ajrv56v5dou4i 343 2 Public Public NNP work_incs6r2ovzfh7ajrv56v5dou4i 343 3 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 343 4 19 19 CD work_incs6r2ovzfh7ajrv56v5dou4i 343 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 343 6 438 438 CD work_incs6r2ovzfh7ajrv56v5dou4i 343 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 344 1 Littau Littau NNP work_incs6r2ovzfh7ajrv56v5dou4i 344 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 344 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 344 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 344 5 Jahng Jahng NNP work_incs6r2ovzfh7ajrv56v5dou4i 344 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 344 7 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 344 8 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 344 9 2016 2016 CD work_incs6r2ovzfh7ajrv56v5dou4i 344 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 345 1 Interactivity interactivity NN work_incs6r2ovzfh7ajrv56v5dou4i 345 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 345 3 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 345 4 presence presence NN work_incs6r2ovzfh7ajrv56v5dou4i 345 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 345 6 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 345 7 journalistic journalistic JJ work_incs6r2ovzfh7ajrv56v5dou4i 345 8 use use NN work_incs6r2ovzfh7ajrv56v5dou4i 345 9 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 345 10 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 345 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 346 1 # # NNP work_incs6r2ovzfh7ajrv56v5dou4i 346 2 ISOJ ISOJ NNP work_incs6r2ovzfh7ajrv56v5dou4i 346 3 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 346 4 6 6 CD work_incs6r2ovzfh7ajrv56v5dou4i 346 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 346 6 71–90 71–90 CD work_incs6r2ovzfh7ajrv56v5dou4i 346 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 347 1 Lossio Lossio NNP work_incs6r2ovzfh7ajrv56v5dou4i 347 2 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 347 3 Ventura Ventura NNP work_incs6r2ovzfh7ajrv56v5dou4i 347 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 347 5 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 348 1 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 348 2 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 348 3 Alatrista Alatrista NNP work_incs6r2ovzfh7ajrv56v5dou4i 348 4 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 348 5 Salas Salas NNP work_incs6r2ovzfh7ajrv56v5dou4i 348 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 348 7 H. H. NNP work_incs6r2ovzfh7ajrv56v5dou4i 348 8 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 348 9 Eds Eds NNP work_incs6r2ovzfh7ajrv56v5dou4i 348 10 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 348 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 348 12 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 348 13 . . . work_incs6r2ovzfh7ajrv56v5dou4i 349 1 Information Information NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 2 Management Management NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 3 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 349 4 Big Big NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 5 Data Data NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 6 : : : work_incs6r2ovzfh7ajrv56v5dou4i 349 7 Second Second NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 8 Annual Annual NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 9 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 10 Symposium Symposium NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 12 SIMBig SIMBig NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 13 2015 2015 CD work_incs6r2ovzfh7ajrv56v5dou4i 349 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 15 Cusco Cusco NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 17 Peru Peru NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 19 September September NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 20 2 2 CD work_incs6r2ovzfh7ajrv56v5dou4i 349 21 - - SYM work_incs6r2ovzfh7ajrv56v5dou4i 349 22 4 4 CD work_incs6r2ovzfh7ajrv56v5dou4i 349 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 24 2015 2015 CD work_incs6r2ovzfh7ajrv56v5dou4i 349 25 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 26 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 349 27 Third Third NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 28 Annual Annual NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 29 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 30 Symposium Symposium NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 31 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 32 SIMBig SIMBig NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 33 2016 2016 CD work_incs6r2ovzfh7ajrv56v5dou4i 349 34 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 35 Cusco Cusco NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 36 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 37 Peru Peru NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 38 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 39 September September NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 40 1 1 CD work_incs6r2ovzfh7ajrv56v5dou4i 349 41 - - SYM work_incs6r2ovzfh7ajrv56v5dou4i 349 42 3 3 CD work_incs6r2ovzfh7ajrv56v5dou4i 349 43 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 44 2016 2016 CD work_incs6r2ovzfh7ajrv56v5dou4i 349 45 , , , work_incs6r2ovzfh7ajrv56v5dou4i 349 46 Revised Revised NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 47 Selected Selected NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 48 Papers Papers NNPS work_incs6r2ovzfh7ajrv56v5dou4i 349 49 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 349 50 Vol Vol NNP work_incs6r2ovzfh7ajrv56v5dou4i 349 51 . . . work_incs6r2ovzfh7ajrv56v5dou4i 350 1 656 656 CD work_incs6r2ovzfh7ajrv56v5dou4i 350 2 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 350 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 350 4 Springer Springer NNP work_incs6r2ovzfh7ajrv56v5dou4i 350 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 351 1 Majmundar Majmundar NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 351 3 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 351 5 Allem Allem NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 351 7 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 8 P. P. NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 351 10 Cruz Cruz NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 351 12 T. T. NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 13 B. B. NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 351 15 Unger Unger NNP work_incs6r2ovzfh7ajrv56v5dou4i 351 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 351 17 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 352 1 B. B. NNP work_incs6r2ovzfh7ajrv56v5dou4i 353 1 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 353 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 354 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 354 2 why why WRB work_incs6r2ovzfh7ajrv56v5dou4i 354 3 we -PRON- PRP work_incs6r2ovzfh7ajrv56v5dou4i 354 4 retweet retweet VBP work_incs6r2ovzfh7ajrv56v5dou4i 354 5 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 354 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 355 1 PLoS PLoS NNP work_incs6r2ovzfh7ajrv56v5dou4i 355 2 ONE one CD work_incs6r2ovzfh7ajrv56v5dou4i 355 3 13 13 CD work_incs6r2ovzfh7ajrv56v5dou4i 355 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 355 5 e0206076 e0206076 NN work_incs6r2ovzfh7ajrv56v5dou4i 355 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 355 7 available available JJ work_incs6r2ovzfh7ajrv56v5dou4i 355 8 at at IN work_incs6r2ovzfh7ajrv56v5dou4i 355 9 : : : work_incs6r2ovzfh7ajrv56v5dou4i 355 10 https://doi.org/10.1371/journal https://doi.org/10.1371/journal ADD work_incs6r2ovzfh7ajrv56v5dou4i 355 11 . . . work_incs6r2ovzfh7ajrv56v5dou4i 356 1 pone.0206076 pone.0206076 NNP work_incs6r2ovzfh7ajrv56v5dou4i 356 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 357 1 Martin Martin NNP work_incs6r2ovzfh7ajrv56v5dou4i 357 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 357 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 357 4 G. G. NNP work_incs6r2ovzfh7ajrv56v5dou4i 357 5 III III NNP work_incs6r2ovzfh7ajrv56v5dou4i 357 6 2012 2012 CD work_incs6r2ovzfh7ajrv56v5dou4i 357 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 358 1 Visualizing visualize VBG work_incs6r2ovzfh7ajrv56v5dou4i 358 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 358 3 Invisible invisible JJ work_incs6r2ovzfh7ajrv56v5dou4i 358 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 358 5 Application application NN work_incs6r2ovzfh7ajrv56v5dou4i 358 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 358 7 Knowledge knowledge NN work_incs6r2ovzfh7ajrv56v5dou4i 358 8 Domain Domain NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 9 Visualization Visualization NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 10 to to IN work_incs6r2ovzfh7ajrv56v5dou4i 358 11 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 358 12 Longstanding Longstanding NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 13 Problem Problem NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 14 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 358 15 Disciplinary Disciplinary NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 16 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 358 17 Professional Professional NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 18 Conceptualization Conceptualization NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 19 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 358 20 Emergency Emergency NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 21 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 358 22 Disaster Disaster NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 23 Manage- Manage- NNP work_incs6r2ovzfh7ajrv56v5dou4i 358 24 ment ment JJ work_incs6r2ovzfh7ajrv56v5dou4i 358 25 . . . work_incs6r2ovzfh7ajrv56v5dou4i 359 1 Universal Universal NNP work_incs6r2ovzfh7ajrv56v5dou4i 359 2 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 359 3 Publishers Publishers NNPS work_incs6r2ovzfh7ajrv56v5dou4i 359 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 359 5 Charles Charles NNP work_incs6r2ovzfh7ajrv56v5dou4i 359 6 Town Town NNP work_incs6r2ovzfh7ajrv56v5dou4i 359 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 359 8 MA MA NNP work_incs6r2ovzfh7ajrv56v5dou4i 359 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 360 1 Matsa Matsa NNP work_incs6r2ovzfh7ajrv56v5dou4i 360 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 360 3 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 360 4 E. E. NNP work_incs6r2ovzfh7ajrv56v5dou4i 360 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 360 6 Shearer Shearer NNP work_incs6r2ovzfh7ajrv56v5dou4i 360 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 360 8 E. E. NNP work_incs6r2ovzfh7ajrv56v5dou4i 360 9 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 360 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 361 1 News news NN work_incs6r2ovzfh7ajrv56v5dou4i 361 2 use use NN work_incs6r2ovzfh7ajrv56v5dou4i 361 3 across across IN work_incs6r2ovzfh7ajrv56v5dou4i 361 4 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 361 5 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 361 6 platforms platform NNS work_incs6r2ovzfh7ajrv56v5dou4i 361 7 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 361 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 362 1 Pew Pew NNP work_incs6r2ovzfh7ajrv56v5dou4i 362 2 Research Research NNP work_incs6r2ovzfh7ajrv56v5dou4i 362 3 Center Center NNP work_incs6r2ovzfh7ajrv56v5dou4i 362 4 . . . work_incs6r2ovzfh7ajrv56v5dou4i 363 1 Moody Moody NNP work_incs6r2ovzfh7ajrv56v5dou4i 363 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 363 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 363 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 363 5 McFarland McFarland NNP work_incs6r2ovzfh7ajrv56v5dou4i 363 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 363 7 D. D. NNP work_incs6r2ovzfh7ajrv56v5dou4i 363 8 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 363 9 Bender Bender NNP work_incs6r2ovzfh7ajrv56v5dou4i 363 10 - - HYPH work_incs6r2ovzfh7ajrv56v5dou4i 363 11 deMoll deMoll NNP work_incs6r2ovzfh7ajrv56v5dou4i 363 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 363 13 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 363 14 2005 2005 CD work_incs6r2ovzfh7ajrv56v5dou4i 363 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 364 1 Dynamic dynamic JJ work_incs6r2ovzfh7ajrv56v5dou4i 364 2 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 364 3 visualization visualization NN work_incs6r2ovzfh7ajrv56v5dou4i 364 4 . . . work_incs6r2ovzfh7ajrv56v5dou4i 365 1 American American NNP work_incs6r2ovzfh7ajrv56v5dou4i 365 2 Journal Journal NNP work_incs6r2ovzfh7ajrv56v5dou4i 365 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 365 4 Sociology Sociology NNP work_incs6r2ovzfh7ajrv56v5dou4i 365 5 110 110 CD work_incs6r2ovzfh7ajrv56v5dou4i 365 6 : : SYM work_incs6r2ovzfh7ajrv56v5dou4i 365 7 1206–1241 1206–1241 CD work_incs6r2ovzfh7ajrv56v5dou4i 365 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 366 1 Morris Morris NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 366 3 M. M. NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 4 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 5 , , , work_incs6r2ovzfh7ajrv56v5dou4i 366 6 Counts Counts NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 366 8 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 366 10 Roseway Roseway NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 366 12 A. a. NN work_incs6r2ovzfh7ajrv56v5dou4i 366 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 366 14 Hoff Hoff NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 366 16 A. A. NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 17 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 366 18 Schwarz Schwarz NNP work_incs6r2ovzfh7ajrv56v5dou4i 366 19 , , , work_incs6r2ovzfh7ajrv56v5dou4i 366 20 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 367 1 2012 2012 CD work_incs6r2ovzfh7ajrv56v5dou4i 367 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 368 1 Tweeting tweeting NN work_incs6r2ovzfh7ajrv56v5dou4i 368 2 is be VBZ work_incs6r2ovzfh7ajrv56v5dou4i 368 3 believing believe VBG work_incs6r2ovzfh7ajrv56v5dou4i 368 4 ? ? . work_incs6r2ovzfh7ajrv56v5dou4i 369 1 Understanding understand VBG work_incs6r2ovzfh7ajrv56v5dou4i 369 2 microblog microblog JJ work_incs6r2ovzfh7ajrv56v5dou4i 369 3 credibility credibility NN work_incs6r2ovzfh7ajrv56v5dou4i 369 4 perceptions perception NNS work_incs6r2ovzfh7ajrv56v5dou4i 369 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 370 1 Proceedings proceeding NNS work_incs6r2ovzfh7ajrv56v5dou4i 370 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 370 3 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 370 4 ACM ACM NNP work_incs6r2ovzfh7ajrv56v5dou4i 370 5 2012 2012 CD work_incs6r2ovzfh7ajrv56v5dou4i 370 6 Conference Conference NNP work_incs6r2ovzfh7ajrv56v5dou4i 370 7 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 370 8 Computer Computer NNP work_incs6r2ovzfh7ajrv56v5dou4i 370 9 Supported support VBD work_incs6r2ovzfh7ajrv56v5dou4i 370 10 Cooperative Cooperative NNP work_incs6r2ovzfh7ajrv56v5dou4i 370 11 Work Work NNP work_incs6r2ovzfh7ajrv56v5dou4i 370 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 370 13 pp pp ADD work_incs6r2ovzfh7ajrv56v5dou4i 370 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 371 1 441–450 441–450 CD work_incs6r2ovzfh7ajrv56v5dou4i 371 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 372 1 Recuero Recuero NNP work_incs6r2ovzfh7ajrv56v5dou4i 372 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 372 3 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 372 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 372 5 Zago Zago NNP work_incs6r2ovzfh7ajrv56v5dou4i 372 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 372 7 G. G. NNP work_incs6r2ovzfh7ajrv56v5dou4i 372 8 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 372 9 Soares Soares NNP work_incs6r2ovzfh7ajrv56v5dou4i 372 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 372 11 F. F. NNP work_incs6r2ovzfh7ajrv56v5dou4i 372 12 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 372 13 . . . work_incs6r2ovzfh7ajrv56v5dou4i 373 1 Using use VBG work_incs6r2ovzfh7ajrv56v5dou4i 373 2 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 373 3 network network NN work_incs6r2ovzfh7ajrv56v5dou4i 373 4 analysis analysis NN work_incs6r2ovzfh7ajrv56v5dou4i 373 5 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 373 6 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 373 7 capital capital NN work_incs6r2ovzfh7ajrv56v5dou4i 373 8 to to TO work_incs6r2ovzfh7ajrv56v5dou4i 373 9 identify identify VB work_incs6r2ovzfh7ajrv56v5dou4i 373 10 user user NN work_incs6r2ovzfh7ajrv56v5dou4i 373 11 roles role NNS work_incs6r2ovzfh7ajrv56v5dou4i 373 12 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 373 13 polarized polarized JJ work_incs6r2ovzfh7ajrv56v5dou4i 373 14 political political JJ work_incs6r2ovzfh7ajrv56v5dou4i 373 15 conversations conversation NNS work_incs6r2ovzfh7ajrv56v5dou4i 373 16 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 373 17 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 373 18 . . . work_incs6r2ovzfh7ajrv56v5dou4i 374 1 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 374 2 Media+ Media+ NNP work_incs6r2ovzfh7ajrv56v5dou4i 374 3 Society Society NNP work_incs6r2ovzfh7ajrv56v5dou4i 374 4 5 5 CD work_incs6r2ovzfh7ajrv56v5dou4i 374 5 : : SYM work_incs6r2ovzfh7ajrv56v5dou4i 374 6 205630511984874 205630511984874 CD work_incs6r2ovzfh7ajrv56v5dou4i 374 7 . . . work_incs6r2ovzfh7ajrv56v5dou4i 375 1 Shin Shin NNP work_incs6r2ovzfh7ajrv56v5dou4i 375 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 375 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 375 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 375 5 Jian Jian NNP work_incs6r2ovzfh7ajrv56v5dou4i 375 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 375 7 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 375 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 375 9 Driscoll Driscoll NNP work_incs6r2ovzfh7ajrv56v5dou4i 375 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 375 11 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 375 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 375 13 Bar Bar NNP work_incs6r2ovzfh7ajrv56v5dou4i 375 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 375 15 F. F. NNP work_incs6r2ovzfh7ajrv56v5dou4i 375 16 2017 2017 CD work_incs6r2ovzfh7ajrv56v5dou4i 375 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 376 1 Political political JJ work_incs6r2ovzfh7ajrv56v5dou4i 376 2 rumoring rumor VBG work_incs6r2ovzfh7ajrv56v5dou4i 376 3 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 376 4 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 376 5 during during IN work_incs6r2ovzfh7ajrv56v5dou4i 376 6 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 376 7 2012 2012 CD work_incs6r2ovzfh7ajrv56v5dou4i 376 8 US US NNP work_incs6r2ovzfh7ajrv56v5dou4i 376 9 presidential presidential JJ work_incs6r2ovzfh7ajrv56v5dou4i 376 10 election election NN work_incs6r2ovzfh7ajrv56v5dou4i 376 11 : : : work_incs6r2ovzfh7ajrv56v5dou4i 376 12 rumor rumor NN work_incs6r2ovzfh7ajrv56v5dou4i 376 13 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 376 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 376 15 correction correction NN work_incs6r2ovzfh7ajrv56v5dou4i 376 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 377 1 New New NNP work_incs6r2ovzfh7ajrv56v5dou4i 377 2 Media Media NNP work_incs6r2ovzfh7ajrv56v5dou4i 377 3 & & CC work_incs6r2ovzfh7ajrv56v5dou4i 377 4 Society Society NNP work_incs6r2ovzfh7ajrv56v5dou4i 377 5 19 19 CD work_incs6r2ovzfh7ajrv56v5dou4i 377 6 : : : work_incs6r2ovzfh7ajrv56v5dou4i 377 7 1214–1235 1214–1235 CD work_incs6r2ovzfh7ajrv56v5dou4i 377 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 378 1 Shin Shin NNP work_incs6r2ovzfh7ajrv56v5dou4i 378 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 378 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 378 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 378 5 Jian Jian NNP work_incs6r2ovzfh7ajrv56v5dou4i 378 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 378 7 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 378 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 378 9 Driscoll Driscoll NNP work_incs6r2ovzfh7ajrv56v5dou4i 378 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 378 11 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 378 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 378 13 Bar Bar NNP work_incs6r2ovzfh7ajrv56v5dou4i 378 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 378 15 F. F. NNP work_incs6r2ovzfh7ajrv56v5dou4i 378 16 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 378 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 379 1 The the DT work_incs6r2ovzfh7ajrv56v5dou4i 379 2 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 379 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 379 4 misinformation misinformation NN work_incs6r2ovzfh7ajrv56v5dou4i 379 5 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 379 6 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 379 7 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 379 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 379 9 temporal temporal JJ work_incs6r2ovzfh7ajrv56v5dou4i 379 10 pattern pattern NN work_incs6r2ovzfh7ajrv56v5dou4i 379 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 379 12 message message NN work_incs6r2ovzfh7ajrv56v5dou4i 379 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 379 14 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 379 15 source source NN work_incs6r2ovzfh7ajrv56v5dou4i 379 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 380 1 Computers computer NNS work_incs6r2ovzfh7ajrv56v5dou4i 380 2 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 380 3 Human Human NNP work_incs6r2ovzfh7ajrv56v5dou4i 380 4 Behavior Behavior NNP work_incs6r2ovzfh7ajrv56v5dou4i 380 5 83 83 CD work_incs6r2ovzfh7ajrv56v5dou4i 380 6 : : : work_incs6r2ovzfh7ajrv56v5dou4i 380 7 278–287 278–287 CD work_incs6r2ovzfh7ajrv56v5dou4i 380 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 381 1 Staniland Staniland NNP work_incs6r2ovzfh7ajrv56v5dou4i 381 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 381 3 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 381 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 381 5 Smith Smith NNP work_incs6r2ovzfh7ajrv56v5dou4i 381 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 381 7 G. G. NNP work_incs6r2ovzfh7ajrv56v5dou4i 381 8 2013 2013 CD work_incs6r2ovzfh7ajrv56v5dou4i 381 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 382 1 Flu flu NN work_incs6r2ovzfh7ajrv56v5dou4i 382 2 frames frame NNS work_incs6r2ovzfh7ajrv56v5dou4i 382 3 . . . work_incs6r2ovzfh7ajrv56v5dou4i 383 1 Sociology sociology NN work_incs6r2ovzfh7ajrv56v5dou4i 383 2 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 383 3 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 383 4 & & CC work_incs6r2ovzfh7ajrv56v5dou4i 383 5 Illness Illness NNP work_incs6r2ovzfh7ajrv56v5dou4i 383 6 35 35 CD work_incs6r2ovzfh7ajrv56v5dou4i 383 7 : : : work_incs6r2ovzfh7ajrv56v5dou4i 383 8 309–324 309–324 CD work_incs6r2ovzfh7ajrv56v5dou4i 383 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 384 1 Takeichi Takeichi NNP work_incs6r2ovzfh7ajrv56v5dou4i 384 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 384 3 Y. Y. NNP work_incs6r2ovzfh7ajrv56v5dou4i 384 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 384 5 Sasahara Sasahara NNP work_incs6r2ovzfh7ajrv56v5dou4i 384 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 384 7 K. K. NNP work_incs6r2ovzfh7ajrv56v5dou4i 384 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 384 9 Suzuki Suzuki NNP work_incs6r2ovzfh7ajrv56v5dou4i 384 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 384 11 R. R. NNP work_incs6r2ovzfh7ajrv56v5dou4i 384 12 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 384 13 Arita Arita NNP work_incs6r2ovzfh7ajrv56v5dou4i 384 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 384 15 T. T. NNP work_incs6r2ovzfh7ajrv56v5dou4i 384 16 2015 2015 CD work_incs6r2ovzfh7ajrv56v5dou4i 384 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 385 1 Concurrent concurrent JJ work_incs6r2ovzfh7ajrv56v5dou4i 385 2 bursty bursty JJ work_incs6r2ovzfh7ajrv56v5dou4i 385 3 behavior behavior NN work_incs6r2ovzfh7ajrv56v5dou4i 385 4 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 385 5 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 385 6 sensors sensor NNS work_incs6r2ovzfh7ajrv56v5dou4i 385 7 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 385 8 sporting sport VBG work_incs6r2ovzfh7ajrv56v5dou4i 385 9 events event NNS work_incs6r2ovzfh7ajrv56v5dou4i 385 10 . . . work_incs6r2ovzfh7ajrv56v5dou4i 386 1 PLoS PLoS NNP work_incs6r2ovzfh7ajrv56v5dou4i 386 2 ONE one CD work_incs6r2ovzfh7ajrv56v5dou4i 386 3 10 10 CD work_incs6r2ovzfh7ajrv56v5dou4i 386 4 : : : work_incs6r2ovzfh7ajrv56v5dou4i 386 5 e0144646 e0144646 CD work_incs6r2ovzfh7ajrv56v5dou4i 386 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 387 1 Valente Valente NNP work_incs6r2ovzfh7ajrv56v5dou4i 387 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 387 3 T. T. NNP work_incs6r2ovzfh7ajrv56v5dou4i 387 4 W. W. NNP work_incs6r2ovzfh7ajrv56v5dou4i 387 5 1995 1995 CD work_incs6r2ovzfh7ajrv56v5dou4i 387 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 388 1 Network Network NNP work_incs6r2ovzfh7ajrv56v5dou4i 388 2 Models Models NNPS work_incs6r2ovzfh7ajrv56v5dou4i 388 3 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 388 4 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 388 5 Diffusion Diffusion NNP work_incs6r2ovzfh7ajrv56v5dou4i 388 6 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 388 7 Innovations Innovations NNP work_incs6r2ovzfh7ajrv56v5dou4i 388 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 388 9 Hampton Hampton NNP work_incs6r2ovzfh7ajrv56v5dou4i 388 10 Press Press NNP work_incs6r2ovzfh7ajrv56v5dou4i 388 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 388 12 Cresskill Cresskill NNP work_incs6r2ovzfh7ajrv56v5dou4i 388 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 388 14 NJ NJ NNP work_incs6r2ovzfh7ajrv56v5dou4i 388 15 . . . work_incs6r2ovzfh7ajrv56v5dou4i 389 1 Valente Valente NNP work_incs6r2ovzfh7ajrv56v5dou4i 389 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 389 3 T. T. NNP work_incs6r2ovzfh7ajrv56v5dou4i 389 4 W. W. NNP work_incs6r2ovzfh7ajrv56v5dou4i 389 5 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 389 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 390 1 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 390 2 Networks Networks NNPS work_incs6r2ovzfh7ajrv56v5dou4i 390 3 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 390 4 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 390 5 : : : work_incs6r2ovzfh7ajrv56v5dou4i 390 6 Models model NNS work_incs6r2ovzfh7ajrv56v5dou4i 390 7 , , , work_incs6r2ovzfh7ajrv56v5dou4i 390 8 Methods Methods NNPS work_incs6r2ovzfh7ajrv56v5dou4i 390 9 , , , work_incs6r2ovzfh7ajrv56v5dou4i 390 10 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 390 11 Applications Applications NNPS work_incs6r2ovzfh7ajrv56v5dou4i 390 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 390 13 Oxford Oxford NNP work_incs6r2ovzfh7ajrv56v5dou4i 390 14 University University NNP work_incs6r2ovzfh7ajrv56v5dou4i 390 15 Press Press NNP work_incs6r2ovzfh7ajrv56v5dou4i 390 16 . . . work_incs6r2ovzfh7ajrv56v5dou4i 391 1 Wang Wang NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 5 Cellary Cellary NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 7 W. W. NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 9 Wang Wang NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 11 D. D. NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 13 Wang Wang NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 15 H. H. NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 17 Chen Chen NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 19 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 20 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 22 Li Li NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 24 T. T. NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 25 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 391 26 Zhang Zhang NNP work_incs6r2ovzfh7ajrv56v5dou4i 391 27 , , , work_incs6r2ovzfh7ajrv56v5dou4i 391 28 Y. Y. NNP work_incs6r2ovzfh7ajrv56v5dou4i 392 1 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 392 2 Eds Eds NNP work_incs6r2ovzfh7ajrv56v5dou4i 392 3 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 392 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 392 5 2015 2015 CD work_incs6r2ovzfh7ajrv56v5dou4i 392 6 . . . work_incs6r2ovzfh7ajrv56v5dou4i 393 1 Web web NN work_incs6r2ovzfh7ajrv56v5dou4i 393 2 Information Information NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 3 Systems Systems NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 4 Engineering Engineering NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 5 – – : work_incs6r2ovzfh7ajrv56v5dou4i 393 6 WISE WISE NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 7 2015 2015 CD work_incs6r2ovzfh7ajrv56v5dou4i 393 8 : : : work_incs6r2ovzfh7ajrv56v5dou4i 393 9 16th 16th JJ work_incs6r2ovzfh7ajrv56v5dou4i 393 10 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 11 Conference Conference NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 12 , , , work_incs6r2ovzfh7ajrv56v5dou4i 393 13 Miami Miami NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 14 , , , work_incs6r2ovzfh7ajrv56v5dou4i 393 15 FL FL NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 16 , , , work_incs6r2ovzfh7ajrv56v5dou4i 393 17 USA USA NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 18 , , , work_incs6r2ovzfh7ajrv56v5dou4i 393 19 November November NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 20 1–3 1–3 CD work_incs6r2ovzfh7ajrv56v5dou4i 393 21 , , , work_incs6r2ovzfh7ajrv56v5dou4i 393 22 2015 2015 CD work_incs6r2ovzfh7ajrv56v5dou4i 393 23 , , , work_incs6r2ovzfh7ajrv56v5dou4i 393 24 Proceedings Proceedings NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 25 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 393 26 Vol Vol NNP work_incs6r2ovzfh7ajrv56v5dou4i 393 27 . . . work_incs6r2ovzfh7ajrv56v5dou4i 394 1 9418 9418 CD work_incs6r2ovzfh7ajrv56v5dou4i 394 2 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 394 3 , , , work_incs6r2ovzfh7ajrv56v5dou4i 394 4 Springer Springer NNP work_incs6r2ovzfh7ajrv56v5dou4i 394 5 . . . work_incs6r2ovzfh7ajrv56v5dou4i 395 1 Wojcik Wojcik NNP work_incs6r2ovzfh7ajrv56v5dou4i 395 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 395 3 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 395 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 395 5 Hughes Hughes NNP work_incs6r2ovzfh7ajrv56v5dou4i 395 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 395 7 A. a. NN work_incs6r2ovzfh7ajrv56v5dou4i 396 1 2019 2019 CD work_incs6r2ovzfh7ajrv56v5dou4i 396 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 397 1 Sizing size VBG work_incs6r2ovzfh7ajrv56v5dou4i 397 2 up up RP work_incs6r2ovzfh7ajrv56v5dou4i 397 3 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 397 4 users user NNS work_incs6r2ovzfh7ajrv56v5dou4i 397 5 Pew Pew NNP work_incs6r2ovzfh7ajrv56v5dou4i 397 6 Research Research NNP work_incs6r2ovzfh7ajrv56v5dou4i 397 7 Center Center NNP work_incs6r2ovzfh7ajrv56v5dou4i 397 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 397 9 Washington Washington NNP work_incs6r2ovzfh7ajrv56v5dou4i 397 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 397 11 DC DC NNP work_incs6r2ovzfh7ajrv56v5dou4i 397 12 . . . work_incs6r2ovzfh7ajrv56v5dou4i 398 1 World World NNP work_incs6r2ovzfh7ajrv56v5dou4i 398 2 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 398 3 Organization Organization NNP work_incs6r2ovzfh7ajrv56v5dou4i 398 4 . . . work_incs6r2ovzfh7ajrv56v5dou4i 399 1 2009 2009 CD work_incs6r2ovzfh7ajrv56v5dou4i 399 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 400 1 Pandemic Pandemic NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 2 Influenza Influenza NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 3 Preparedness Preparedness NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 400 5 Response response NN work_incs6r2ovzfh7ajrv56v5dou4i 400 6 : : : work_incs6r2ovzfh7ajrv56v5dou4i 400 7 A a DT work_incs6r2ovzfh7ajrv56v5dou4i 400 8 WHO who WP work_incs6r2ovzfh7ajrv56v5dou4i 400 9 Guidance Guidance NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 10 Document Document NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 11 , , , work_incs6r2ovzfh7ajrv56v5dou4i 400 12 World World NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 13 Health Health NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 14 Organization Organization NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 400 16 Geneva Geneva NNP work_incs6r2ovzfh7ajrv56v5dou4i 400 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 401 1 Yang Yang NNP work_incs6r2ovzfh7ajrv56v5dou4i 401 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 401 3 J. J. NNP work_incs6r2ovzfh7ajrv56v5dou4i 401 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 401 5 Counts Counts NNP work_incs6r2ovzfh7ajrv56v5dou4i 401 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 401 7 S. S. NNP work_incs6r2ovzfh7ajrv56v5dou4i 401 8 2010 2010 CD work_incs6r2ovzfh7ajrv56v5dou4i 401 9 . . . work_incs6r2ovzfh7ajrv56v5dou4i 402 1 Predicting predict VBG work_incs6r2ovzfh7ajrv56v5dou4i 402 2 the the DT work_incs6r2ovzfh7ajrv56v5dou4i 402 3 speed speed NN work_incs6r2ovzfh7ajrv56v5dou4i 402 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 402 5 scale scale NN work_incs6r2ovzfh7ajrv56v5dou4i 402 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 402 7 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 402 8 range range NN work_incs6r2ovzfh7ajrv56v5dou4i 402 9 of of IN work_incs6r2ovzfh7ajrv56v5dou4i 402 10 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 402 11 diffusion diffusion NN work_incs6r2ovzfh7ajrv56v5dou4i 402 12 in in IN work_incs6r2ovzfh7ajrv56v5dou4i 402 13 Twitter Twitter NNP work_incs6r2ovzfh7ajrv56v5dou4i 402 14 . . . work_incs6r2ovzfh7ajrv56v5dou4i 403 1 4th 4th JJ work_incs6r2ovzfh7ajrv56v5dou4i 403 2 International International NNP work_incs6r2ovzfh7ajrv56v5dou4i 403 3 AAAI AAAI NNP work_incs6r2ovzfh7ajrv56v5dou4i 403 4 Conference Conference NNP work_incs6r2ovzfh7ajrv56v5dou4i 403 5 on on IN work_incs6r2ovzfh7ajrv56v5dou4i 403 6 Weblogs Weblogs NNP work_incs6r2ovzfh7ajrv56v5dou4i 403 7 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 403 8 Social Social NNP work_incs6r2ovzfh7ajrv56v5dou4i 403 9 Media Media NNP work_incs6r2ovzfh7ajrv56v5dou4i 403 10 ( ( -LRB- work_incs6r2ovzfh7ajrv56v5dou4i 403 11 ICWSM ICWSM NNP work_incs6r2ovzfh7ajrv56v5dou4i 403 12 ) ) -RRB- work_incs6r2ovzfh7ajrv56v5dou4i 403 13 , , , work_incs6r2ovzfh7ajrv56v5dou4i 403 14 10 10 CD work_incs6r2ovzfh7ajrv56v5dou4i 403 15 : : SYM work_incs6r2ovzfh7ajrv56v5dou4i 403 16 355–358 355–358 CD work_incs6r2ovzfh7ajrv56v5dou4i 403 17 . . . work_incs6r2ovzfh7ajrv56v5dou4i 404 1 Zhou Zhou NNP work_incs6r2ovzfh7ajrv56v5dou4i 404 2 , , , work_incs6r2ovzfh7ajrv56v5dou4i 404 3 L. L. NNP work_incs6r2ovzfh7ajrv56v5dou4i 404 4 , , , work_incs6r2ovzfh7ajrv56v5dou4i 404 5 Zhang Zhang NNP work_incs6r2ovzfh7ajrv56v5dou4i 404 6 , , , work_incs6r2ovzfh7ajrv56v5dou4i 404 7 D. D. NNP work_incs6r2ovzfh7ajrv56v5dou4i 404 8 , , , work_incs6r2ovzfh7ajrv56v5dou4i 404 9 Yang Yang NNP work_incs6r2ovzfh7ajrv56v5dou4i 404 10 , , , work_incs6r2ovzfh7ajrv56v5dou4i 404 11 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 404 12 C. C. NNP work_incs6r2ovzfh7ajrv56v5dou4i 404 13 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 404 14 Wang Wang NNP work_incs6r2ovzfh7ajrv56v5dou4i 404 15 , , , work_incs6r2ovzfh7ajrv56v5dou4i 404 16 Y. Y. NNP work_incs6r2ovzfh7ajrv56v5dou4i 405 1 2018 2018 CD work_incs6r2ovzfh7ajrv56v5dou4i 405 2 . . . work_incs6r2ovzfh7ajrv56v5dou4i 406 1 Harnessing harness VBG work_incs6r2ovzfh7ajrv56v5dou4i 406 2 social social JJ work_incs6r2ovzfh7ajrv56v5dou4i 406 3 media medium NNS work_incs6r2ovzfh7ajrv56v5dou4i 406 4 for for IN work_incs6r2ovzfh7ajrv56v5dou4i 406 5 health health NN work_incs6r2ovzfh7ajrv56v5dou4i 406 6 information information NN work_incs6r2ovzfh7ajrv56v5dou4i 406 7 management management NN work_incs6r2ovzfh7ajrv56v5dou4i 406 8 . . . work_incs6r2ovzfh7ajrv56v5dou4i 407 1 Electronic Electronic NNP work_incs6r2ovzfh7ajrv56v5dou4i 407 2 Commerce Commerce NNP work_incs6r2ovzfh7ajrv56v5dou4i 407 3 Research Research NNP work_incs6r2ovzfh7ajrv56v5dou4i 407 4 and and CC work_incs6r2ovzfh7ajrv56v5dou4i 407 5 Applications Applications NNPS work_incs6r2ovzfh7ajrv56v5dou4i 407 6 27 27 CD work_incs6r2ovzfh7ajrv56v5dou4i 407 7 : : : work_incs6r2ovzfh7ajrv56v5dou4i 407 8 139–151 139–151 CD work_incs6r2ovzfh7ajrv56v5dou4i 407 9 . . .