id sid tid token lemma pos cord-035254-630w2rtn 1 1 key key JJ cord-035254-630w2rtn 1 2 : : : cord-035254-630w2rtn 1 3 cord-035254 cord-035254 NNP cord-035254-630w2rtn 1 4 - - HYPH cord-035254-630w2rtn 1 5 630w2rtn 630w2rtn CD cord-035254-630w2rtn 1 6 authors author NNS cord-035254-630w2rtn 1 7 : : : cord-035254-630w2rtn 1 8 Lewandowsky Lewandowsky NNP cord-035254-630w2rtn 1 9 , , , cord-035254-630w2rtn 1 10 Stephan Stephan NNP cord-035254-630w2rtn 1 11 ; ; : cord-035254-630w2rtn 1 12 Jetter Jetter NNP cord-035254-630w2rtn 1 13 , , , cord-035254-630w2rtn 1 14 Michael Michael NNP cord-035254-630w2rtn 1 15 ; ; : cord-035254-630w2rtn 1 16 Ecker Ecker NNP cord-035254-630w2rtn 1 17 , , , cord-035254-630w2rtn 2 1 Ullrich Ullrich NNP cord-035254-630w2rtn 2 2 K. K. NNP cord-035254-630w2rtn 2 3 H. H. NNP cord-035254-630w2rtn 2 4 title title NN cord-035254-630w2rtn 2 5 : : : cord-035254-630w2rtn 2 6 Using use VBG cord-035254-630w2rtn 2 7 the the DT cord-035254-630w2rtn 2 8 president president NN cord-035254-630w2rtn 2 9 ’s ’s POS cord-035254-630w2rtn 2 10 tweets tweet NNS cord-035254-630w2rtn 2 11 to to TO cord-035254-630w2rtn 2 12 understand understand VB cord-035254-630w2rtn 2 13 political political JJ cord-035254-630w2rtn 2 14 diversion diversion NN cord-035254-630w2rtn 2 15 in in IN cord-035254-630w2rtn 2 16 the the DT cord-035254-630w2rtn 2 17 age age NN cord-035254-630w2rtn 2 18 of of IN cord-035254-630w2rtn 2 19 social social JJ cord-035254-630w2rtn 2 20 media medium NNS cord-035254-630w2rtn 2 21 date date NN cord-035254-630w2rtn 3 1 : : : cord-035254-630w2rtn 3 2 2020 2020 CD cord-035254-630w2rtn 3 3 - - SYM cord-035254-630w2rtn 3 4 11 11 CD cord-035254-630w2rtn 3 5 - - SYM cord-035254-630w2rtn 3 6 10 10 CD cord-035254-630w2rtn 3 7 journal journal NN cord-035254-630w2rtn 3 8 : : : cord-035254-630w2rtn 4 1 Nat Nat NNP cord-035254-630w2rtn 4 2 Commun Commun NNP cord-035254-630w2rtn 4 3 DOI DOI NNP cord-035254-630w2rtn 4 4 : : : cord-035254-630w2rtn 5 1 10.1038 10.1038 CD cord-035254-630w2rtn 5 2 / / SYM cord-035254-630w2rtn 5 3 s41467 s41467 NNP cord-035254-630w2rtn 5 4 - - HYPH cord-035254-630w2rtn 5 5 020 020 CD cord-035254-630w2rtn 5 6 - - HYPH cord-035254-630w2rtn 5 7 19644 19644 CD cord-035254-630w2rtn 5 8 - - SYM cord-035254-630w2rtn 5 9 6 6 CD cord-035254-630w2rtn 5 10 sha sha NN cord-035254-630w2rtn 5 11 : : : cord-035254-630w2rtn 6 1 d46bc678178616537d9a05b2e125fdfd0031c97b d46bc678178616537d9a05b2e125fdfd0031c97b NNP cord-035254-630w2rtn 6 2 doc_id doc_id CD cord-035254-630w2rtn 6 3 : : : cord-035254-630w2rtn 7 1 35254 35254 CD cord-035254-630w2rtn 7 2 cord_uid cord_uid NNS cord-035254-630w2rtn 7 3 : : : cord-035254-630w2rtn 8 1 630w2rtn 630w2rtn CD cord-035254-630w2rtn 8 2 Social social JJ cord-035254-630w2rtn 8 3 media medium NNS cord-035254-630w2rtn 8 4 has have VBZ cord-035254-630w2rtn 8 5 arguably arguably RB cord-035254-630w2rtn 8 6 shifted shift VBN cord-035254-630w2rtn 8 7 political political JJ cord-035254-630w2rtn 8 8 agenda agenda NN cord-035254-630w2rtn 8 9 - - HYPH cord-035254-630w2rtn 8 10 setting set VBG cord-035254-630w2rtn 8 11 power power NN cord-035254-630w2rtn 8 12 away away RB cord-035254-630w2rtn 8 13 from from IN cord-035254-630w2rtn 8 14 mainstream mainstream JJ cord-035254-630w2rtn 8 15 media medium NNS cord-035254-630w2rtn 8 16 onto onto IN cord-035254-630w2rtn 8 17 politicians politician NNS cord-035254-630w2rtn 8 18 . . . cord-035254-630w2rtn 9 1 Current current JJ cord-035254-630w2rtn 9 2 U.S. U.S. NNP cord-035254-630w2rtn 9 3 President President NNP cord-035254-630w2rtn 9 4 Trump Trump NNP cord-035254-630w2rtn 9 5 ’s ’s POS cord-035254-630w2rtn 9 6 reliance reliance NN cord-035254-630w2rtn 9 7 on on IN cord-035254-630w2rtn 9 8 Twitter Twitter NNP cord-035254-630w2rtn 9 9 is be VBZ cord-035254-630w2rtn 9 10 unprecedented unprecedented JJ cord-035254-630w2rtn 9 11 , , , cord-035254-630w2rtn 9 12 but but CC cord-035254-630w2rtn 9 13 the the DT cord-035254-630w2rtn 9 14 underlying underlying JJ cord-035254-630w2rtn 9 15 implications implication NNS cord-035254-630w2rtn 9 16 for for IN cord-035254-630w2rtn 9 17 agenda agenda NN cord-035254-630w2rtn 9 18 setting setting NN cord-035254-630w2rtn 9 19 are be VBP cord-035254-630w2rtn 9 20 poorly poorly RB cord-035254-630w2rtn 9 21 understood understand VBN cord-035254-630w2rtn 9 22 . . . cord-035254-630w2rtn 10 1 Using use VBG cord-035254-630w2rtn 10 2 the the DT cord-035254-630w2rtn 10 3 president president NN cord-035254-630w2rtn 10 4 as as IN cord-035254-630w2rtn 10 5 a a DT cord-035254-630w2rtn 10 6 case case NN cord-035254-630w2rtn 10 7 study study NN cord-035254-630w2rtn 10 8 , , , cord-035254-630w2rtn 10 9 we -PRON- PRP cord-035254-630w2rtn 10 10 present present VBP cord-035254-630w2rtn 10 11 evidence evidence NN cord-035254-630w2rtn 10 12 suggesting suggest VBG cord-035254-630w2rtn 10 13 that that IN cord-035254-630w2rtn 10 14 President President NNP cord-035254-630w2rtn 10 15 Trump Trump NNP cord-035254-630w2rtn 10 16 ’s ’s POS cord-035254-630w2rtn 10 17 use use NN cord-035254-630w2rtn 10 18 of of IN cord-035254-630w2rtn 10 19 Twitter Twitter NNP cord-035254-630w2rtn 10 20 diverts divert VBZ cord-035254-630w2rtn 10 21 crucial crucial JJ cord-035254-630w2rtn 10 22 media medium NNS cord-035254-630w2rtn 10 23 ( ( -LRB- cord-035254-630w2rtn 10 24 The the DT cord-035254-630w2rtn 10 25 New New NNP cord-035254-630w2rtn 10 26 York York NNP cord-035254-630w2rtn 10 27 Times Times NNP cord-035254-630w2rtn 10 28 and and CC cord-035254-630w2rtn 10 29 ABC ABC NNP cord-035254-630w2rtn 10 30 News News NNP cord-035254-630w2rtn 10 31 ) ) -RRB- cord-035254-630w2rtn 10 32 from from IN cord-035254-630w2rtn 10 33 topics topic NNS cord-035254-630w2rtn 10 34 that that WDT cord-035254-630w2rtn 10 35 are be VBP cord-035254-630w2rtn 10 36 potentially potentially RB cord-035254-630w2rtn 10 37 harmful harmful JJ cord-035254-630w2rtn 10 38 to to IN cord-035254-630w2rtn 10 39 him -PRON- PRP cord-035254-630w2rtn 10 40 . . . cord-035254-630w2rtn 11 1 We -PRON- PRP cord-035254-630w2rtn 11 2 find find VBP cord-035254-630w2rtn 11 3 that that IN cord-035254-630w2rtn 11 4 increased increase VBN cord-035254-630w2rtn 11 5 media medium NNS cord-035254-630w2rtn 11 6 coverage coverage NN cord-035254-630w2rtn 11 7 of of IN cord-035254-630w2rtn 11 8 the the DT cord-035254-630w2rtn 11 9 Mueller Mueller NNP cord-035254-630w2rtn 11 10 investigation investigation NN cord-035254-630w2rtn 11 11 is be VBZ cord-035254-630w2rtn 11 12 immediately immediately RB cord-035254-630w2rtn 11 13 followed follow VBN cord-035254-630w2rtn 11 14 by by IN cord-035254-630w2rtn 11 15 Trump Trump NNP cord-035254-630w2rtn 11 16 tweeting tweet VBG cord-035254-630w2rtn 11 17 increasingly increasingly RB cord-035254-630w2rtn 11 18 about about IN cord-035254-630w2rtn 11 19 unrelated unrelated JJ cord-035254-630w2rtn 11 20 issues issue NNS cord-035254-630w2rtn 11 21 . . . cord-035254-630w2rtn 12 1 This this DT cord-035254-630w2rtn 12 2 increased increase VBN cord-035254-630w2rtn 12 3 activity activity NN cord-035254-630w2rtn 12 4 , , , cord-035254-630w2rtn 12 5 in in IN cord-035254-630w2rtn 12 6 turn turn NN cord-035254-630w2rtn 12 7 , , , cord-035254-630w2rtn 12 8 is be VBZ cord-035254-630w2rtn 12 9 followed follow VBN cord-035254-630w2rtn 12 10 by by IN cord-035254-630w2rtn 12 11 a a DT cord-035254-630w2rtn 12 12 reduction reduction NN cord-035254-630w2rtn 12 13 in in IN cord-035254-630w2rtn 12 14 coverage coverage NN cord-035254-630w2rtn 12 15 of of IN cord-035254-630w2rtn 12 16 the the DT cord-035254-630w2rtn 12 17 Mueller Mueller NNP cord-035254-630w2rtn 12 18 investigation investigation NN cord-035254-630w2rtn 12 19 — — : cord-035254-630w2rtn 12 20 a a DT cord-035254-630w2rtn 12 21 finding finding NN cord-035254-630w2rtn 12 22 that that WDT cord-035254-630w2rtn 12 23 is be VBZ cord-035254-630w2rtn 12 24 consistent consistent JJ cord-035254-630w2rtn 12 25 with with IN cord-035254-630w2rtn 12 26 the the DT cord-035254-630w2rtn 12 27 hypothesis hypothesis NN cord-035254-630w2rtn 12 28 that that IN cord-035254-630w2rtn 12 29 President President NNP cord-035254-630w2rtn 12 30 Trump Trump NNP cord-035254-630w2rtn 12 31 ’s ’s POS cord-035254-630w2rtn 12 32 tweets tweet NNS cord-035254-630w2rtn 12 33 may may MD cord-035254-630w2rtn 12 34 also also RB cord-035254-630w2rtn 12 35 successfully successfully RB cord-035254-630w2rtn 12 36 divert divert VB cord-035254-630w2rtn 12 37 the the DT cord-035254-630w2rtn 12 38 media medium NNS cord-035254-630w2rtn 12 39 from from IN cord-035254-630w2rtn 12 40 topics topic NNS cord-035254-630w2rtn 12 41 that that WDT cord-035254-630w2rtn 12 42 he -PRON- PRP cord-035254-630w2rtn 12 43 considers consider VBZ cord-035254-630w2rtn 12 44 threatening threaten VBG cord-035254-630w2rtn 12 45 . . . cord-035254-630w2rtn 13 1 The the DT cord-035254-630w2rtn 13 2 pattern pattern NN cord-035254-630w2rtn 13 3 is be VBZ cord-035254-630w2rtn 13 4 absent absent JJ cord-035254-630w2rtn 13 5 in in IN cord-035254-630w2rtn 13 6 placebo placebo NN cord-035254-630w2rtn 13 7 analyses analysis NNS cord-035254-630w2rtn 13 8 involving involve VBG cord-035254-630w2rtn 13 9 Brexit Brexit NNP cord-035254-630w2rtn 13 10 coverage coverage NN cord-035254-630w2rtn 13 11 and and CC cord-035254-630w2rtn 13 12 several several JJ cord-035254-630w2rtn 13 13 other other JJ cord-035254-630w2rtn 13 14 topics topic NNS cord-035254-630w2rtn 13 15 that that WDT cord-035254-630w2rtn 13 16 do do VBP cord-035254-630w2rtn 13 17 not not RB cord-035254-630w2rtn 13 18 present present VB cord-035254-630w2rtn 13 19 a a DT cord-035254-630w2rtn 13 20 political political JJ cord-035254-630w2rtn 13 21 risk risk NN cord-035254-630w2rtn 13 22 to to IN cord-035254-630w2rtn 13 23 the the DT cord-035254-630w2rtn 13 24 president president NN cord-035254-630w2rtn 13 25 . . . cord-035254-630w2rtn 14 1 Our -PRON- PRP$ cord-035254-630w2rtn 14 2 results result NNS cord-035254-630w2rtn 14 3 are be VBP cord-035254-630w2rtn 14 4 robust robust JJ cord-035254-630w2rtn 14 5 to to IN cord-035254-630w2rtn 14 6 the the DT cord-035254-630w2rtn 14 7 inclusion inclusion NN cord-035254-630w2rtn 14 8 of of IN cord-035254-630w2rtn 14 9 numerous numerous JJ cord-035254-630w2rtn 14 10 control control NN cord-035254-630w2rtn 14 11 variables variable NNS cord-035254-630w2rtn 14 12 and and CC cord-035254-630w2rtn 14 13 examination examination NN cord-035254-630w2rtn 14 14 of of IN cord-035254-630w2rtn 14 15 several several JJ cord-035254-630w2rtn 14 16 alternative alternative JJ cord-035254-630w2rtn 14 17 explanations explanation NNS cord-035254-630w2rtn 14 18 , , , cord-035254-630w2rtn 14 19 although although IN cord-035254-630w2rtn 14 20 the the DT cord-035254-630w2rtn 14 21 generality generality NN cord-035254-630w2rtn 14 22 of of IN cord-035254-630w2rtn 14 23 the the DT cord-035254-630w2rtn 14 24 successful successful JJ cord-035254-630w2rtn 14 25 diversion diversion NN cord-035254-630w2rtn 14 26 must must MD cord-035254-630w2rtn 14 27 be be VB cord-035254-630w2rtn 14 28 established establish VBN cord-035254-630w2rtn 14 29 by by IN cord-035254-630w2rtn 14 30 further further JJ cord-035254-630w2rtn 14 31 investigation investigation NN cord-035254-630w2rtn 14 32 . . . cord-035254-630w2rtn 15 1 O o UH cord-035254-630w2rtn 15 2 n n NN cord-035254-630w2rtn 15 3 August August NNP cord-035254-630w2rtn 15 4 4 4 CD cord-035254-630w2rtn 15 5 , , , cord-035254-630w2rtn 15 6 2014 2014 CD cord-035254-630w2rtn 15 7 , , , cord-035254-630w2rtn 15 8 a a DT cord-035254-630w2rtn 15 9 devastating devastating JJ cord-035254-630w2rtn 15 10 earthquake earthquake NN cord-035254-630w2rtn 15 11 maimed maim VBN cord-035254-630w2rtn 15 12 and and CC cord-035254-630w2rtn 15 13 killed kill VBD cord-035254-630w2rtn 15 14 thousands thousand NNS cord-035254-630w2rtn 15 15 in in IN cord-035254-630w2rtn 15 16 China China NNP cord-035254-630w2rtn 15 17 's 's POS cord-035254-630w2rtn 15 18 Yunnan Yunnan NNP cord-035254-630w2rtn 15 19 province province NN cord-035254-630w2rtn 15 20 . . . cord-035254-630w2rtn 16 1 Within within IN cord-035254-630w2rtn 16 2 hours hour NNS cord-035254-630w2rtn 16 3 , , , cord-035254-630w2rtn 16 4 Chinese chinese JJ cord-035254-630w2rtn 16 5 media medium NNS cord-035254-630w2rtn 16 6 were be VBD cord-035254-630w2rtn 16 7 saturated saturate VBN cord-035254-630w2rtn 16 8 with with IN cord-035254-630w2rtn 16 9 stories story NNS cord-035254-630w2rtn 16 10 about about IN cord-035254-630w2rtn 16 11 the the DT cord-035254-630w2rtn 16 12 apparent apparent JJ cord-035254-630w2rtn 16 13 confession confession NN cord-035254-630w2rtn 16 14 by by IN cord-035254-630w2rtn 16 15 an an DT cord-035254-630w2rtn 16 16 Internet internet NN cord-035254-630w2rtn 16 17 celebrity celebrity NN cord-035254-630w2rtn 16 18 to to TO cord-035254-630w2rtn 16 19 have have VB cord-035254-630w2rtn 16 20 engaged engage VBN cord-035254-630w2rtn 16 21 in in IN cord-035254-630w2rtn 16 22 gambling gambling NN cord-035254-630w2rtn 16 23 and and CC cord-035254-630w2rtn 16 24 prostitution prostitution NN cord-035254-630w2rtn 16 25 . . . cord-035254-630w2rtn 17 1 News news NN cord-035254-630w2rtn 17 2 about about IN cord-035254-630w2rtn 17 3 the the DT cord-035254-630w2rtn 17 4 earthquake earthquake NN cord-035254-630w2rtn 17 5 was be VBD cord-035254-630w2rtn 17 6 marginalized marginalize VBN cord-035254-630w2rtn 17 7 , , , cord-035254-630w2rtn 17 8 to to IN cord-035254-630w2rtn 17 9 the the DT cord-035254-630w2rtn 17 10 point point NN cord-035254-630w2rtn 17 11 that that IN cord-035254-630w2rtn 17 12 the the DT cord-035254-630w2rtn 17 13 Chinese Chinese NNP cord-035254-630w2rtn 17 14 Red Red NNP cord-035254-630w2rtn 17 15 Cross Cross NNP cord-035254-630w2rtn 17 16 implored implore VBD cord-035254-630w2rtn 17 17 the the DT cord-035254-630w2rtn 17 18 public public NN cord-035254-630w2rtn 17 19 to to TO cord-035254-630w2rtn 17 20 ignore ignore VB cord-035254-630w2rtn 17 21 the the DT cord-035254-630w2rtn 17 22 celebrity celebrity NN cord-035254-630w2rtn 17 23 scandal scandal NN cord-035254-630w2rtn 17 24 . . . cord-035254-630w2rtn 18 1 The the DT cord-035254-630w2rtn 18 2 flooding flooding NN cord-035254-630w2rtn 18 3 of of IN cord-035254-630w2rtn 18 4 the the DT cord-035254-630w2rtn 18 5 media medium NNS cord-035254-630w2rtn 18 6 with with IN cord-035254-630w2rtn 18 7 stories story NNS cord-035254-630w2rtn 18 8 about about IN cord-035254-630w2rtn 18 9 a a DT cord-035254-630w2rtn 18 10 minor minor JJ cord-035254-630w2rtn 18 11 scandal scandal NN cord-035254-630w2rtn 18 12 appeared appear VBD cord-035254-630w2rtn 18 13 to to TO cord-035254-630w2rtn 18 14 have have VB cord-035254-630w2rtn 18 15 been be VBN cord-035254-630w2rtn 18 16 no no DT cord-035254-630w2rtn 18 17 accident accident NN cord-035254-630w2rtn 18 18 , , , cord-035254-630w2rtn 18 19 but but CC cord-035254-630w2rtn 18 20 represented represent VBD cord-035254-630w2rtn 18 21 a a DT cord-035254-630w2rtn 18 22 concerted concerted JJ cord-035254-630w2rtn 18 23 effort effort NN cord-035254-630w2rtn 18 24 of of IN cord-035254-630w2rtn 18 25 the the DT cord-035254-630w2rtn 18 26 Chinese chinese JJ cord-035254-630w2rtn 18 27 government government NN cord-035254-630w2rtn 18 28 to to TO cord-035254-630w2rtn 18 29 distract distract VB cord-035254-630w2rtn 18 30 the the DT cord-035254-630w2rtn 18 31 public public NN cord-035254-630w2rtn 18 32 's 's POS cord-035254-630w2rtn 18 33 attention attention NN cord-035254-630w2rtn 18 34 from from IN cord-035254-630w2rtn 18 35 the the DT cord-035254-630w2rtn 18 36 earthquake earthquake NN cord-035254-630w2rtn 18 37 and and CC cord-035254-630w2rtn 18 38 the the DT cord-035254-630w2rtn 18 39 government government NN cord-035254-630w2rtn 18 40 's 's POS cord-035254-630w2rtn 18 41 inadequate inadequate JJ cord-035254-630w2rtn 18 42 disaster disaster NN cord-035254-630w2rtn 18 43 preparedness preparedness NN cord-035254-630w2rtn 18 44 1 1 CD cord-035254-630w2rtn 18 45 . . . cord-035254-630w2rtn 19 1 This this DT cord-035254-630w2rtn 19 2 organized organize VBN cord-035254-630w2rtn 19 3 distraction distraction NN cord-035254-630w2rtn 19 4 was be VBD cord-035254-630w2rtn 19 5 not not RB cord-035254-630w2rtn 19 6 an an DT cord-035254-630w2rtn 19 7 isolated isolated JJ cord-035254-630w2rtn 19 8 incident incident NN cord-035254-630w2rtn 19 9 . . . cord-035254-630w2rtn 20 1 It -PRON- PRP cord-035254-630w2rtn 20 2 has have VBZ cord-035254-630w2rtn 20 3 been be VBN cord-035254-630w2rtn 20 4 estimated estimate VBN cord-035254-630w2rtn 20 5 that that IN cord-035254-630w2rtn 20 6 the the DT cord-035254-630w2rtn 20 7 Chinese chinese JJ cord-035254-630w2rtn 20 8 government government NN cord-035254-630w2rtn 20 9 posts post VBZ cord-035254-630w2rtn 20 10 around around IN cord-035254-630w2rtn 20 11 450 450 CD cord-035254-630w2rtn 20 12 million million CD cord-035254-630w2rtn 20 13 social social JJ cord-035254-630w2rtn 20 14 media medium NNS cord-035254-630w2rtn 20 15 comments comment NNS cord-035254-630w2rtn 20 16 per per IN cord-035254-630w2rtn 20 17 year year NN cord-035254-630w2rtn 20 18 2 2 CD cord-035254-630w2rtn 20 19 , , , cord-035254-630w2rtn 20 20 using use VBG cord-035254-630w2rtn 20 21 a a DT cord-035254-630w2rtn 20 22 50-cent 50-cent CD cord-035254-630w2rtn 20 23 army army NN cord-035254-630w2rtn 20 24 of of IN cord-035254-630w2rtn 20 25 operatives operative NNS cord-035254-630w2rtn 20 26 to to TO cord-035254-630w2rtn 20 27 disseminate disseminate VB cord-035254-630w2rtn 20 28 messages message NNS cord-035254-630w2rtn 20 29 . . . cord-035254-630w2rtn 21 1 Unlike unlike IN cord-035254-630w2rtn 21 2 traditional traditional JJ cord-035254-630w2rtn 21 3 censorship censorship NN cord-035254-630w2rtn 21 4 of of IN cord-035254-630w2rtn 21 5 print print NN cord-035254-630w2rtn 21 6 or or CC cord-035254-630w2rtn 21 7 broadcast broadcast NN cord-035254-630w2rtn 21 8 media medium NNS cord-035254-630w2rtn 21 9 , , , cord-035254-630w2rtn 21 10 which which WDT cord-035254-630w2rtn 21 11 interfered interfere VBD cord-035254-630w2rtn 21 12 with with IN cord-035254-630w2rtn 21 13 writers writer NNS cord-035254-630w2rtn 21 14 and and CC cord-035254-630w2rtn 21 15 speakers speaker NNS cord-035254-630w2rtn 21 16 to to TO cord-035254-630w2rtn 21 17 control control VB cord-035254-630w2rtn 21 18 the the DT cord-035254-630w2rtn 21 19 source source NN cord-035254-630w2rtn 21 20 of of IN cord-035254-630w2rtn 21 21 information information NN cord-035254-630w2rtn 21 22 , , , cord-035254-630w2rtn 21 23 this this DT cord-035254-630w2rtn 21 24 new new JJ cord-035254-630w2rtn 21 25 form form NN cord-035254-630w2rtn 21 26 of of IN cord-035254-630w2rtn 21 27 Internet internet NN cord-035254-630w2rtn 21 28 - - HYPH cord-035254-630w2rtn 21 29 based base VBN cord-035254-630w2rtn 21 30 censorship censorship NN cord-035254-630w2rtn 21 31 interferes interfere VBZ cord-035254-630w2rtn 21 32 with with IN cord-035254-630w2rtn 21 33 consumers consumer NNS cord-035254-630w2rtn 21 34 by by IN cord-035254-630w2rtn 21 35 diverting divert VBG cord-035254-630w2rtn 21 36 attention attention NN cord-035254-630w2rtn 21 37 from from IN cord-035254-630w2rtn 21 38 controversial controversial JJ cord-035254-630w2rtn 21 39 issues issue NNS cord-035254-630w2rtn 21 40 . . . cord-035254-630w2rtn 22 1 Inconvenient inconvenient JJ cord-035254-630w2rtn 22 2 speech speech NN cord-035254-630w2rtn 22 3 is be VBZ cord-035254-630w2rtn 22 4 drowned drown VBN cord-035254-630w2rtn 22 5 out out RP cord-035254-630w2rtn 22 6 rather rather RB cord-035254-630w2rtn 22 7 than than IN cord-035254-630w2rtn 22 8 being be VBG cord-035254-630w2rtn 22 9 banned ban VBN cord-035254-630w2rtn 22 10 outright outright RB cord-035254-630w2rtn 22 11 3 3 CD cord-035254-630w2rtn 22 12 . . . cord-035254-630w2rtn 23 1 In in IN cord-035254-630w2rtn 23 2 Western western JJ cord-035254-630w2rtn 23 3 democracies democracy NNS cord-035254-630w2rtn 23 4 , , , cord-035254-630w2rtn 23 5 by by IN cord-035254-630w2rtn 23 6 contrast contrast NN cord-035254-630w2rtn 23 7 , , , cord-035254-630w2rtn 23 8 politicians politician NNS cord-035254-630w2rtn 23 9 can can MD cord-035254-630w2rtn 23 10 not not RB cord-035254-630w2rtn 23 11 orchestrate orchestrate VB cord-035254-630w2rtn 23 12 coverage coverage NN cord-035254-630w2rtn 23 13 in in IN cord-035254-630w2rtn 23 14 social social JJ cord-035254-630w2rtn 23 15 and and CC cord-035254-630w2rtn 23 16 conventional conventional JJ cord-035254-630w2rtn 23 17 media medium NNS cord-035254-630w2rtn 23 18 to to IN cord-035254-630w2rtn 23 19 their -PRON- PRP$ cord-035254-630w2rtn 23 20 liking liking NN cord-035254-630w2rtn 23 21 . . . cord-035254-630w2rtn 24 1 The the DT cord-035254-630w2rtn 24 2 power power NN cord-035254-630w2rtn 24 3 of of IN cord-035254-630w2rtn 24 4 democratic democratic JJ cord-035254-630w2rtn 24 5 politicians politician NNS cord-035254-630w2rtn 24 6 to to TO cord-035254-630w2rtn 24 7 set set VB cord-035254-630w2rtn 24 8 the the DT cord-035254-630w2rtn 24 9 political political JJ cord-035254-630w2rtn 24 10 agenda agenda NN cord-035254-630w2rtn 24 11 is be VBZ cord-035254-630w2rtn 24 12 therefore therefore RB cord-035254-630w2rtn 24 13 limited limit VBN cord-035254-630w2rtn 24 14 , , , cord-035254-630w2rtn 24 15 and and CC cord-035254-630w2rtn 24 16 it -PRON- PRP cord-035254-630w2rtn 24 17 is be VBZ cord-035254-630w2rtn 24 18 conventionally conventionally RB cord-035254-630w2rtn 24 19 assumed assume VBN cord-035254-630w2rtn 24 20 that that IN cord-035254-630w2rtn 24 21 it -PRON- PRP cord-035254-630w2rtn 24 22 is be VBZ cord-035254-630w2rtn 24 23 primarily primarily RB cord-035254-630w2rtn 24 24 the the DT cord-035254-630w2rtn 24 25 media medium NNS cord-035254-630w2rtn 24 26 , , , cord-035254-630w2rtn 24 27 not not RB cord-035254-630w2rtn 24 28 politicians politician NNS cord-035254-630w2rtn 24 29 , , , cord-035254-630w2rtn 24 30 that that WDT cord-035254-630w2rtn 24 31 determine determine VBP cord-035254-630w2rtn 24 32 the the DT cord-035254-630w2rtn 24 33 agenda agenda NN cord-035254-630w2rtn 24 34 of of IN cord-035254-630w2rtn 24 35 public public JJ cord-035254-630w2rtn 24 36 discourse discourse NN cord-035254-630w2rtn 24 37 in in IN cord-035254-630w2rtn 24 38 liberal liberal JJ cord-035254-630w2rtn 24 39 democracies democracy NNS cord-035254-630w2rtn 24 40 4 4 CD cord-035254-630w2rtn 24 41 , , , cord-035254-630w2rtn 24 42 5 5 CD cord-035254-630w2rtn 24 43 . . . cord-035254-630w2rtn 25 1 Several several JJ cord-035254-630w2rtn 25 2 lines line NNS cord-035254-630w2rtn 25 3 of of IN cord-035254-630w2rtn 25 4 evidence evidence NN cord-035254-630w2rtn 25 5 support support VBP cord-035254-630w2rtn 25 6 this this DT cord-035254-630w2rtn 25 7 assumption assumption NN cord-035254-630w2rtn 25 8 . . . cord-035254-630w2rtn 26 1 For for IN cord-035254-630w2rtn 26 2 example example NN cord-035254-630w2rtn 26 3 , , , cord-035254-630w2rtn 26 4 coverage coverage NN cord-035254-630w2rtn 26 5 of of IN cord-035254-630w2rtn 26 6 terrorist terrorist JJ cord-035254-630w2rtn 26 7 attacks attack NNS cord-035254-630w2rtn 26 8 in in IN cord-035254-630w2rtn 26 9 the the DT cord-035254-630w2rtn 26 10 New New NNP cord-035254-630w2rtn 26 11 York York NNP cord-035254-630w2rtn 26 12 Times Times NNP cord-035254-630w2rtn 26 13 has have VBZ cord-035254-630w2rtn 26 14 been be VBN cord-035254-630w2rtn 26 15 causally causally RB cord-035254-630w2rtn 26 16 linked link VBN cord-035254-630w2rtn 26 17 to to IN cord-035254-630w2rtn 26 18 further further JJ cord-035254-630w2rtn 26 19 terrorist terrorist JJ cord-035254-630w2rtn 26 20 attacks attack NNS cord-035254-630w2rtn 26 21 , , , cord-035254-630w2rtn 26 22 with with IN cord-035254-630w2rtn 26 23 one one CD cord-035254-630w2rtn 26 24 additional additional JJ cord-035254-630w2rtn 26 25 article article NN cord-035254-630w2rtn 26 26 producing produce VBG cord-035254-630w2rtn 26 27 1.4 1.4 CD cord-035254-630w2rtn 26 28 attacks attack NNS cord-035254-630w2rtn 26 29 over over IN cord-035254-630w2rtn 26 30 the the DT cord-035254-630w2rtn 26 31 following following JJ cord-035254-630w2rtn 26 32 week week NN cord-035254-630w2rtn 26 33 6 6 CD cord-035254-630w2rtn 26 34 . . . cord-035254-630w2rtn 27 1 Coverage coverage NN cord-035254-630w2rtn 27 2 of of IN cord-035254-630w2rtn 27 3 al al NNP cord-035254-630w2rtn 27 4 - - HYPH cord-035254-630w2rtn 27 5 Qaeda Qaeda NNP cord-035254-630w2rtn 27 6 in in IN cord-035254-630w2rtn 27 7 premier premier NN cord-035254-630w2rtn 27 8 US US NNP cord-035254-630w2rtn 27 9 broadcast broadcast NN cord-035254-630w2rtn 27 10 and and CC cord-035254-630w2rtn 27 11 print print NN cord-035254-630w2rtn 27 12 media medium NNS cord-035254-630w2rtn 27 13 has have VBZ cord-035254-630w2rtn 27 14 been be VBN cord-035254-630w2rtn 27 15 causally causally RB cord-035254-630w2rtn 27 16 linked link VBN cord-035254-630w2rtn 27 17 to to IN cord-035254-630w2rtn 27 18 additional additional JJ cord-035254-630w2rtn 27 19 terrorist terrorist JJ cord-035254-630w2rtn 27 20 attacks attack NNS cord-035254-630w2rtn 27 21 and and CC cord-035254-630w2rtn 27 22 increased increase VBN cord-035254-630w2rtn 27 23 popularity popularity NN cord-035254-630w2rtn 27 24 of of IN cord-035254-630w2rtn 27 25 the the DT cord-035254-630w2rtn 27 26 al al NNP cord-035254-630w2rtn 27 27 - - HYPH cord-035254-630w2rtn 27 28 Qaeda Qaeda NNP cord-035254-630w2rtn 27 29 terrorist terrorist JJ cord-035254-630w2rtn 27 30 network network NN cord-035254-630w2rtn 27 31 7 7 CD cord-035254-630w2rtn 27 32 . . . cord-035254-630w2rtn 28 1 Similarly similarly RB cord-035254-630w2rtn 28 2 , , , cord-035254-630w2rtn 28 3 media medium NNS cord-035254-630w2rtn 28 4 coverage coverage NN cord-035254-630w2rtn 28 5 has have VBZ cord-035254-630w2rtn 28 6 been be VBN cord-035254-630w2rtn 28 7 identified identify VBN cord-035254-630w2rtn 28 8 as as IN cord-035254-630w2rtn 28 9 a a DT cord-035254-630w2rtn 28 10 driver driver NN cord-035254-630w2rtn 28 11 - - : cord-035254-630w2rtn 28 12 rather rather RB cord-035254-630w2rtn 28 13 than than IN cord-035254-630w2rtn 28 14 an an DT cord-035254-630w2rtn 28 15 echo echo NN cord-035254-630w2rtn 28 16 - - HYPH cord-035254-630w2rtn 28 17 of of IN cord-035254-630w2rtn 28 18 public public JJ cord-035254-630w2rtn 28 19 support support NN cord-035254-630w2rtn 28 20 for for IN cord-035254-630w2rtn 28 21 right right JJ cord-035254-630w2rtn 28 22 - - HYPH cord-035254-630w2rtn 28 23 wing wing NN cord-035254-630w2rtn 28 24 populist populist JJ cord-035254-630w2rtn 28 25 parties party NNS cord-035254-630w2rtn 28 26 in in IN cord-035254-630w2rtn 28 27 the the DT cord-035254-630w2rtn 28 28 UK UK NNP cord-035254-630w2rtn 28 29 8 8 CD cord-035254-630w2rtn 28 30 . . . cord-035254-630w2rtn 29 1 Further further JJ cord-035254-630w2rtn 29 2 support support NN cord-035254-630w2rtn 29 3 for for IN cord-035254-630w2rtn 29 4 the the DT cord-035254-630w2rtn 29 5 power power NN cord-035254-630w2rtn 29 6 of of IN cord-035254-630w2rtn 29 7 the the DT cord-035254-630w2rtn 29 8 media medium NNS cord-035254-630w2rtn 29 9 emerges emerge VBZ cord-035254-630w2rtn 29 10 from from IN cord-035254-630w2rtn 29 11 two two CD cord-035254-630w2rtn 29 12 quasi quasi JJ cord-035254-630w2rtn 29 13 - - JJ cord-035254-630w2rtn 29 14 experimental experimental JJ cord-035254-630w2rtn 29 15 field field NN cord-035254-630w2rtn 29 16 studies study NNS cord-035254-630w2rtn 29 17 in in IN cord-035254-630w2rtn 29 18 the the DT cord-035254-630w2rtn 29 19 UK UK NNP cord-035254-630w2rtn 29 20 . . . cord-035254-630w2rtn 30 1 In in IN cord-035254-630w2rtn 30 2 one one CD cord-035254-630w2rtn 30 3 case case NN cord-035254-630w2rtn 30 4 , , , cord-035254-630w2rtn 30 5 when when WRB cord-035254-630w2rtn 30 6 the the DT cord-035254-630w2rtn 30 7 Sun Sun NNP cord-035254-630w2rtn 30 8 tabloid tabloid NN cord-035254-630w2rtn 30 9 switched switch VBD cord-035254-630w2rtn 30 10 its -PRON- PRP$ cord-035254-630w2rtn 30 11 explicit explicit JJ cord-035254-630w2rtn 30 12 endorsement endorsement NN cord-035254-630w2rtn 30 13 from from IN cord-035254-630w2rtn 30 14 the the DT cord-035254-630w2rtn 30 15 Conservative conservative JJ cord-035254-630w2rtn 30 16 party party NN cord-035254-630w2rtn 30 17 to to IN cord-035254-630w2rtn 30 18 Labour Labour NNP cord-035254-630w2rtn 30 19 in in IN cord-035254-630w2rtn 30 20 1997 1997 CD cord-035254-630w2rtn 30 21 , , , cord-035254-630w2rtn 30 22 and and CC cord-035254-630w2rtn 30 23 back back RB cord-035254-630w2rtn 30 24 again again RB cord-035254-630w2rtn 30 25 to to IN cord-035254-630w2rtn 30 26 the the DT cord-035254-630w2rtn 30 27 Conservatives Conservatives NNPS cord-035254-630w2rtn 30 28 in in IN cord-035254-630w2rtn 30 29 2010 2010 CD cord-035254-630w2rtn 30 30 , , , cord-035254-630w2rtn 30 31 each each DT cord-035254-630w2rtn 30 32 switch switch NN cord-035254-630w2rtn 30 33 translated translate VBN cord-035254-630w2rtn 30 34 into into IN cord-035254-630w2rtn 30 35 an an DT cord-035254-630w2rtn 30 36 estimated estimate VBN cord-035254-630w2rtn 30 37 additional additional JJ cord-035254-630w2rtn 30 38 500,000 500,000 CD cord-035254-630w2rtn 30 39 votes vote NNS cord-035254-630w2rtn 30 40 for for IN cord-035254-630w2rtn 30 41 the the DT cord-035254-630w2rtn 30 42 favored favored JJ cord-035254-630w2rtn 30 43 party party NN cord-035254-630w2rtn 30 44 at at IN cord-035254-630w2rtn 30 45 the the DT cord-035254-630w2rtn 30 46 next next JJ cord-035254-630w2rtn 30 47 election election NN cord-035254-630w2rtn 30 48 9 9 CD cord-035254-630w2rtn 30 49 . . . cord-035254-630w2rtn 31 1 In in IN cord-035254-630w2rtn 31 2 another another DT cord-035254-630w2rtn 31 3 case case NN cord-035254-630w2rtn 31 4 , , , cord-035254-630w2rtn 31 5 the the DT cord-035254-630w2rtn 31 6 longstanding longstanding JJ cord-035254-630w2rtn 31 7 boycott boycott NN cord-035254-630w2rtn 31 8 of of IN cord-035254-630w2rtn 31 9 the the DT cord-035254-630w2rtn 31 10 anti anti JJ cord-035254-630w2rtn 31 11 - - JJ cord-035254-630w2rtn 31 12 European european JJ cord-035254-630w2rtn 31 13 Sun Sun NNP cord-035254-630w2rtn 31 14 tabloid tabloid NN cord-035254-630w2rtn 31 15 in in IN cord-035254-630w2rtn 31 16 the the DT cord-035254-630w2rtn 31 17 city city NN cord-035254-630w2rtn 31 18 of of IN cord-035254-630w2rtn 31 19 Liverpool Liverpool NNP cord-035254-630w2rtn 31 20 ( ( -LRB- cord-035254-630w2rtn 31 21 arising arise VBG cord-035254-630w2rtn 31 22 from from IN cord-035254-630w2rtn 31 23 its -PRON- PRP$ cord-035254-630w2rtn 31 24 untruthful untruthful JJ cord-035254-630w2rtn 31 25 coverage coverage NN cord-035254-630w2rtn 31 26 of of IN cord-035254-630w2rtn 31 27 a a DT cord-035254-630w2rtn 31 28 tragic tragic JJ cord-035254-630w2rtn 31 29 stadium stadium NN cord-035254-630w2rtn 31 30 incident incident NN cord-035254-630w2rtn 31 31 in in IN cord-035254-630w2rtn 31 32 1989 1989 CD cord-035254-630w2rtn 31 33 with with IN cord-035254-630w2rtn 31 34 multiple multiple JJ cord-035254-630w2rtn 31 35 fatalities fatality NNS cord-035254-630w2rtn 31 36 among among IN cord-035254-630w2rtn 31 37 Liverpool Liverpool NNP cord-035254-630w2rtn 31 38 soccer soccer NN cord-035254-630w2rtn 31 39 fans fan NNS cord-035254-630w2rtn 31 40 ) ) -RRB- cord-035254-630w2rtn 31 41 , , , cord-035254-630w2rtn 31 42 rendered render VBN cord-035254-630w2rtn 31 43 attitudes attitude NNS cord-035254-630w2rtn 31 44 towards towards IN cord-035254-630w2rtn 31 45 the the DT cord-035254-630w2rtn 31 46 European European NNP cord-035254-630w2rtn 31 47 Union Union NNP cord-035254-630w2rtn 31 48 in in IN cord-035254-630w2rtn 31 49 Liverpool Liverpool NNP cord-035254-630w2rtn 31 50 more more RBR cord-035254-630w2rtn 31 51 positive positive JJ cord-035254-630w2rtn 31 52 than than IN cord-035254-630w2rtn 31 53 in in IN cord-035254-630w2rtn 31 54 comparable comparable JJ cord-035254-630w2rtn 31 55 areas area NNS cord-035254-630w2rtn 31 56 that that WDT cord-035254-630w2rtn 31 57 did do VBD cord-035254-630w2rtn 31 58 not not RB cord-035254-630w2rtn 31 59 boycott boycott VB cord-035254-630w2rtn 31 60 the the DT cord-035254-630w2rtn 31 61 Sun Sun NNP cord-035254-630w2rtn 31 62 10 10 CD cord-035254-630w2rtn 31 63 . . . cord-035254-630w2rtn 32 1 In in IN cord-035254-630w2rtn 32 2 the the DT cord-035254-630w2rtn 32 3 United United NNP cord-035254-630w2rtn 32 4 States States NNP cord-035254-630w2rtn 32 5 , , , cord-035254-630w2rtn 32 6 the the DT cord-035254-630w2rtn 32 7 gradual gradual JJ cord-035254-630w2rtn 32 8 introduction introduction NN cord-035254-630w2rtn 32 9 of of IN cord-035254-630w2rtn 32 10 Fox Fox NNP cord-035254-630w2rtn 32 11 News News NNP cord-035254-630w2rtn 32 12 coverage coverage NN cord-035254-630w2rtn 32 13 in in IN cord-035254-630w2rtn 32 14 communities community NNS cord-035254-630w2rtn 32 15 around around IN cord-035254-630w2rtn 32 16 the the DT cord-035254-630w2rtn 32 17 country country NN cord-035254-630w2rtn 32 18 has have VBZ cord-035254-630w2rtn 32 19 been be VBN cord-035254-630w2rtn 32 20 directly directly RB cord-035254-630w2rtn 32 21 linked link VBN cord-035254-630w2rtn 32 22 to to IN cord-035254-630w2rtn 32 23 an an DT cord-035254-630w2rtn 32 24 increase increase NN cord-035254-630w2rtn 32 25 in in IN cord-035254-630w2rtn 32 26 Republican republican JJ cord-035254-630w2rtn 32 27 vote vote NN cord-035254-630w2rtn 32 28 share share NN cord-035254-630w2rtn 32 29 11 11 CD cord-035254-630w2rtn 32 30 . . . cord-035254-630w2rtn 33 1 Finally finally RB cord-035254-630w2rtn 33 2 , , , cord-035254-630w2rtn 33 3 a a DT cord-035254-630w2rtn 33 4 randomized randomized JJ cord-035254-630w2rtn 33 5 field field NN cord-035254-630w2rtn 33 6 experiment experiment NN cord-035254-630w2rtn 33 7 in in IN cord-035254-630w2rtn 33 8 the the DT cord-035254-630w2rtn 33 9 US US NNP cord-035254-630w2rtn 33 10 that that WDT cord-035254-630w2rtn 33 11 controlled control VBN cord-035254-630w2rtn 33 12 media medium NNS cord-035254-630w2rtn 33 13 coverage coverage NN cord-035254-630w2rtn 33 14 of of IN cord-035254-630w2rtn 33 15 local local JJ cord-035254-630w2rtn 33 16 papers paper NNS cord-035254-630w2rtn 33 17 by by IN cord-035254-630w2rtn 33 18 syndicating syndicate VBG cord-035254-630w2rtn 33 19 selected select VBN cord-035254-630w2rtn 33 20 topics topic NNS cord-035254-630w2rtn 33 21 on on IN cord-035254-630w2rtn 33 22 randomly randomly RB cord-035254-630w2rtn 33 23 chosen choose VBN cord-035254-630w2rtn 33 24 days day NNS cord-035254-630w2rtn 33 25 , , , cord-035254-630w2rtn 33 26 identified identify VBD cord-035254-630w2rtn 33 27 strong strong JJ cord-035254-630w2rtn 33 28 flow flow NN cord-035254-630w2rtn 33 29 - - HYPH cord-035254-630w2rtn 33 30 on on RP cord-035254-630w2rtn 33 31 effects effect NNS cord-035254-630w2rtn 33 32 into into IN cord-035254-630w2rtn 33 33 public public JJ cord-035254-630w2rtn 33 34 discourse discourse NN cord-035254-630w2rtn 33 35 . . . cord-035254-630w2rtn 34 1 The the DT cord-035254-630w2rtn 34 2 intervention intervention NN cord-035254-630w2rtn 34 3 increased increase VBD cord-035254-630w2rtn 34 4 public public JJ cord-035254-630w2rtn 34 5 discussion discussion NN cord-035254-630w2rtn 34 6 of of IN cord-035254-630w2rtn 34 7 an an DT cord-035254-630w2rtn 34 8 issue issue NN cord-035254-630w2rtn 34 9 by by IN cord-035254-630w2rtn 34 10 more more JJR cord-035254-630w2rtn 34 11 than than IN cord-035254-630w2rtn 34 12 60 60 CD cord-035254-630w2rtn 34 13 % % NN cord-035254-630w2rtn 34 14 4 4 CD cord-035254-630w2rtn 34 15 . . . cord-035254-630w2rtn 35 1 This this DT cord-035254-630w2rtn 35 2 conventional conventional JJ cord-035254-630w2rtn 35 3 view view NN cord-035254-630w2rtn 35 4 is be VBZ cord-035254-630w2rtn 35 5 , , , cord-035254-630w2rtn 35 6 however however RB cord-035254-630w2rtn 35 7 , , , cord-035254-630w2rtn 35 8 under under IN cord-035254-630w2rtn 35 9 scrutiny scrutiny NN cord-035254-630w2rtn 35 10 . . . cord-035254-630w2rtn 36 1 More more RBR cord-035254-630w2rtn 36 2 nuanced nuanced JJ cord-035254-630w2rtn 36 3 recent recent JJ cord-035254-630w2rtn 36 4 analyses analysis NNS cord-035254-630w2rtn 36 5 have have VBP cord-035254-630w2rtn 36 6 invoked invoke VBN cord-035254-630w2rtn 36 7 a a DT cord-035254-630w2rtn 36 8 market market NN cord-035254-630w2rtn 36 9 in in IN cord-035254-630w2rtn 36 10 which which WDT cord-035254-630w2rtn 36 11 the the DT cord-035254-630w2rtn 36 12 elites elite NNS cord-035254-630w2rtn 36 13 , , , cord-035254-630w2rtn 36 14 mass mass NN cord-035254-630w2rtn 36 15 media medium NNS cord-035254-630w2rtn 36 16 , , , cord-035254-630w2rtn 36 17 and and CC cord-035254-630w2rtn 36 18 citizens citizen NNS cord-035254-630w2rtn 36 19 seek seek VBP cord-035254-630w2rtn 36 20 to to TO cord-035254-630w2rtn 36 21 establish establish VB cord-035254-630w2rtn 36 22 an an DT cord-035254-630w2rtn 36 23 equilibrium equilibrium NN cord-035254-630w2rtn 36 24 12 12 CD cord-035254-630w2rtn 36 25 . . . cord-035254-630w2rtn 37 1 In in IN cord-035254-630w2rtn 37 2 particular particular JJ cord-035254-630w2rtn 37 3 , , , cord-035254-630w2rtn 37 4 the the DT cord-035254-630w2rtn 37 5 rapid rapid JJ cord-035254-630w2rtn 37 6 rise rise NN cord-035254-630w2rtn 37 7 of of IN cord-035254-630w2rtn 37 8 social social JJ cord-035254-630w2rtn 37 9 media medium NNS cord-035254-630w2rtn 37 10 , , , cord-035254-630w2rtn 37 11 including include VBG cord-035254-630w2rtn 37 12 the the DT cord-035254-630w2rtn 37 13 microblogging microblogging NN cord-035254-630w2rtn 37 14 platform platform NN cord-035254-630w2rtn 37 15 Twitter Twitter NNP cord-035254-630w2rtn 37 16 , , , cord-035254-630w2rtn 37 17 has have VBZ cord-035254-630w2rtn 37 18 provided provide VBN cord-035254-630w2rtn 37 19 new new JJ cord-035254-630w2rtn 37 20 avenues avenue NNS cord-035254-630w2rtn 37 21 for for IN cord-035254-630w2rtn 37 22 political political JJ cord-035254-630w2rtn 37 23 agenda agenda NN cord-035254-630w2rtn 37 24 setting set VBG cord-035254-630w2rtn 37 25 that that WDT cord-035254-630w2rtn 37 26 have have VBP cord-035254-630w2rtn 37 27 increasingly increasingly RB cord-035254-630w2rtn 37 28 discernible discernible JJ cord-035254-630w2rtn 37 29 impact impact NN cord-035254-630w2rtn 37 30 . . . cord-035254-630w2rtn 38 1 For for IN cord-035254-630w2rtn 38 2 example example NN cord-035254-630w2rtn 38 3 , , , cord-035254-630w2rtn 38 4 the the DT cord-035254-630w2rtn 38 5 content content NN cord-035254-630w2rtn 38 6 of of IN cord-035254-630w2rtn 38 7 Twitter Twitter NNP cord-035254-630w2rtn 38 8 discussions discussion NNS cord-035254-630w2rtn 38 9 of of IN cord-035254-630w2rtn 38 10 the the DT cord-035254-630w2rtn 38 11 HPV HPV NNP cord-035254-630w2rtn 38 12 vaccine vaccine NN cord-035254-630w2rtn 38 13 explains explain VBZ cord-035254-630w2rtn 38 14 differences difference NNS cord-035254-630w2rtn 38 15 in in IN cord-035254-630w2rtn 38 16 vaccine vaccine NN cord-035254-630w2rtn 38 17 uptake uptake NN cord-035254-630w2rtn 38 18 beyond beyond IN cord-035254-630w2rtn 38 19 those those DT cord-035254-630w2rtn 38 20 explainable explainable JJ cord-035254-630w2rtn 38 21 by by IN cord-035254-630w2rtn 38 22 other other JJ cord-035254-630w2rtn 38 23 socioeconomic socioeconomic JJ cord-035254-630w2rtn 38 24 variables variable NNS cord-035254-630w2rtn 38 25 . . . cord-035254-630w2rtn 39 1 Greater great JJR cord-035254-630w2rtn 39 2 spread spread NN cord-035254-630w2rtn 39 3 of of IN cord-035254-630w2rtn 39 4 misinformation misinformation NN cord-035254-630w2rtn 39 5 and and CC cord-035254-630w2rtn 39 6 conspiracy conspiracy NN cord-035254-630w2rtn 39 7 theories theory NNS cord-035254-630w2rtn 39 8 on on IN cord-035254-630w2rtn 39 9 Twitter Twitter NNP cord-035254-630w2rtn 39 10 are be VBP cord-035254-630w2rtn 39 11 associated associate VBN cord-035254-630w2rtn 39 12 with with IN cord-035254-630w2rtn 39 13 lower low JJR cord-035254-630w2rtn 39 14 vaccination vaccination NN cord-035254-630w2rtn 39 15 rates rate NNS cord-035254-630w2rtn 39 16 13 13 CD cord-035254-630w2rtn 39 17 . . . cord-035254-630w2rtn 40 1 Similarly similarly RB cord-035254-630w2rtn 40 2 , , , cord-035254-630w2rtn 40 3 fake fake JJ cord-035254-630w2rtn 40 4 news news NN cord-035254-630w2rtn 40 5 ( ( -LRB- cord-035254-630w2rtn 41 1 fabricated fabricate VBN cord-035254-630w2rtn 41 2 stories story NNS cord-035254-630w2rtn 41 3 that that WDT cord-035254-630w2rtn 41 4 are be VBP cord-035254-630w2rtn 41 5 presented present VBN cord-035254-630w2rtn 41 6 as as IN cord-035254-630w2rtn 41 7 news news NN cord-035254-630w2rtn 41 8 on on IN cord-035254-630w2rtn 41 9 social social JJ cord-035254-630w2rtn 41 10 media medium NNS cord-035254-630w2rtn 41 11 ) ) -RRB- cord-035254-630w2rtn 41 12 have have VBP cord-035254-630w2rtn 41 13 controlled control VBN cord-035254-630w2rtn 41 14 the the DT cord-035254-630w2rtn 41 15 popularity popularity NN cord-035254-630w2rtn 41 16 of of IN cord-035254-630w2rtn 41 17 many many JJ cord-035254-630w2rtn 41 18 issues issue NNS cord-035254-630w2rtn 41 19 in in IN cord-035254-630w2rtn 41 20 US US NNP cord-035254-630w2rtn 41 21 politics politic NNS cord-035254-630w2rtn 41 22 14 14 CD cord-035254-630w2rtn 41 23 , , , cord-035254-630w2rtn 41 24 mainly mainly RB cord-035254-630w2rtn 41 25 owing owe VBG cord-035254-630w2rtn 41 26 to to IN cord-035254-630w2rtn 41 27 the the DT cord-035254-630w2rtn 41 28 responsiveness responsiveness NN cord-035254-630w2rtn 41 29 of of IN cord-035254-630w2rtn 41 30 partisan partisan JJ cord-035254-630w2rtn 41 31 media medium NNS cord-035254-630w2rtn 41 32 outlets outlet NNS cord-035254-630w2rtn 41 33 . . . cord-035254-630w2rtn 42 1 The the DT cord-035254-630w2rtn 42 2 entanglement entanglement NN cord-035254-630w2rtn 42 3 of of IN cord-035254-630w2rtn 42 4 partisan partisan JJ cord-035254-630w2rtn 42 5 media medium NNS cord-035254-630w2rtn 42 6 and and CC cord-035254-630w2rtn 42 7 social social JJ cord-035254-630w2rtn 42 8 media medium NNS cord-035254-630w2rtn 42 9 is be VBZ cord-035254-630w2rtn 42 10 of of IN cord-035254-630w2rtn 42 11 considerable considerable JJ cord-035254-630w2rtn 42 12 generality generality NN cord-035254-630w2rtn 42 13 and and CC cord-035254-630w2rtn 42 14 can can MD cord-035254-630w2rtn 42 15 sometimes sometimes RB cord-035254-630w2rtn 42 16 override override VB cord-035254-630w2rtn 42 17 the the DT cord-035254-630w2rtn 42 18 agendasetting agendasette VBG cord-035254-630w2rtn 42 19 power power NN cord-035254-630w2rtn 42 20 of of IN cord-035254-630w2rtn 42 21 leading lead VBG cord-035254-630w2rtn 42 22 outlets outlet NNS cord-035254-630w2rtn 42 23 such such JJ cord-035254-630w2rtn 42 24 as as IN cord-035254-630w2rtn 42 25 the the DT cord-035254-630w2rtn 42 26 New New NNP cord-035254-630w2rtn 42 27 York York NNP cord-035254-630w2rtn 42 28 Times Times NNP cord-035254-630w2rtn 42 29 15 15 CD cord-035254-630w2rtn 42 30 . . . cord-035254-630w2rtn 43 1 One one CD cord-035254-630w2rtn 43 2 important important JJ cord-035254-630w2rtn 43 3 characteristic characteristic NN cord-035254-630w2rtn 43 4 of of IN cord-035254-630w2rtn 43 5 Twitter Twitter NNP cord-035254-630w2rtn 43 6 is be VBZ cord-035254-630w2rtn 43 7 that that IN cord-035254-630w2rtn 43 8 it -PRON- PRP cord-035254-630w2rtn 43 9 allows allow VBZ cord-035254-630w2rtn 43 10 politicians politician NNS cord-035254-630w2rtn 43 11 to to TO cord-035254-630w2rtn 43 12 directly directly RB cord-035254-630w2rtn 43 13 influence influence VB cord-035254-630w2rtn 43 14 the the DT cord-035254-630w2rtn 43 15 public public NN cord-035254-630w2rtn 43 16 's 's POS cord-035254-630w2rtn 43 17 political political JJ cord-035254-630w2rtn 43 18 agenda agenda NN cord-035254-630w2rtn 43 19 16 16 CD cord-035254-630w2rtn 43 20 . . . cord-035254-630w2rtn 44 1 For for IN cord-035254-630w2rtn 44 2 example example NN cord-035254-630w2rtn 44 3 , , , cord-035254-630w2rtn 44 4 as as RB cord-035254-630w2rtn 44 5 early early RB cord-035254-630w2rtn 44 6 as as IN cord-035254-630w2rtn 44 7 2012 2012 CD cord-035254-630w2rtn 44 8 , , , cord-035254-630w2rtn 44 9 a a DT cord-035254-630w2rtn 44 10 sample sample NN cord-035254-630w2rtn 44 11 of of IN cord-035254-630w2rtn 44 12 journalists journalist NNS cord-035254-630w2rtn 44 13 acknowledged acknowledge VBD cord-035254-630w2rtn 44 14 their -PRON- PRP$ cord-035254-630w2rtn 44 15 reliance reliance NN cord-035254-630w2rtn 44 16 on on IN cord-035254-630w2rtn 44 17 Twitter Twitter NNP cord-035254-630w2rtn 44 18 to to TO cord-035254-630w2rtn 44 19 generate generate VB cord-035254-630w2rtn 44 20 stories story NNS cord-035254-630w2rtn 44 21 and and CC cord-035254-630w2rtn 44 22 obtain obtain VB cord-035254-630w2rtn 44 23 quotes quote NNS cord-035254-630w2rtn 44 24 from from IN cord-035254-630w2rtn 44 25 politicians politician NNS cord-035254-630w2rtn 44 26 17 17 CD cord-035254-630w2rtn 44 27 . . . cord-035254-630w2rtn 45 1 With with IN cord-035254-630w2rtn 45 2 the the DT cord-035254-630w2rtn 45 3 appearance appearance NN cord-035254-630w2rtn 45 4 of of IN cord-035254-630w2rtn 45 5 Donald Donald NNP cord-035254-630w2rtn 45 6 Trump Trump NNP cord-035254-630w2rtn 45 7 on on IN cord-035254-630w2rtn 45 8 the the DT cord-035254-630w2rtn 45 9 political political JJ cord-035254-630w2rtn 45 10 scene scene NN cord-035254-630w2rtn 45 11 , , , cord-035254-630w2rtn 45 12 Twitter Twitter NNP cord-035254-630w2rtn 45 13 has have VBZ cord-035254-630w2rtn 45 14 been be VBN cord-035254-630w2rtn 45 15 elevated elevate VBN cord-035254-630w2rtn 45 16 to to IN cord-035254-630w2rtn 45 17 a a DT cord-035254-630w2rtn 45 18 central central JJ cord-035254-630w2rtn 45 19 role role NN cord-035254-630w2rtn 45 20 in in IN cord-035254-630w2rtn 45 21 global global JJ cord-035254-630w2rtn 45 22 politics politic NNS cord-035254-630w2rtn 45 23 . . . cord-035254-630w2rtn 46 1 President President NNP cord-035254-630w2rtn 46 2 Trump Trump NNP cord-035254-630w2rtn 46 3 has have VBZ cord-035254-630w2rtn 46 4 posted post VBN cord-035254-630w2rtn 46 5 around around IN cord-035254-630w2rtn 46 6 49,000 49,000 CD cord-035254-630w2rtn 46 7 tweets tweet NNS cord-035254-630w2rtn 46 8 as as IN cord-035254-630w2rtn 46 9 of of IN cord-035254-630w2rtn 46 10 February February NNP cord-035254-630w2rtn 46 11 2020 2020 CD cord-035254-630w2rtn 46 12 . . . cord-035254-630w2rtn 47 1 To to IN cord-035254-630w2rtn 47 2 date date NN cord-035254-630w2rtn 47 3 , , , cord-035254-630w2rtn 47 4 research research NN cord-035254-630w2rtn 47 5 has have VBZ cord-035254-630w2rtn 47 6 focused focus VBN cord-035254-630w2rtn 47 7 primarily primarily RB cord-035254-630w2rtn 47 8 on on IN cord-035254-630w2rtn 47 9 the the DT cord-035254-630w2rtn 47 10 content content NN cord-035254-630w2rtn 47 11 of of IN cord-035254-630w2rtn 47 12 Donald Donald NNP cord-035254-630w2rtn 47 13 Trump Trump NNP cord-035254-630w2rtn 47 14 's 's POS cord-035254-630w2rtn 47 15 tweets tweet NNS cord-035254-630w2rtn 47 16 [ [ -LRB- cord-035254-630w2rtn 47 17 18 18 CD cord-035254-630w2rtn 47 18 ] ] -RRB- cord-035254-630w2rtn 47 19 [ [ -LRB- cord-035254-630w2rtn 47 20 19 19 CD cord-035254-630w2rtn 47 21 ] ] -RRB- cord-035254-630w2rtn 47 22 [ [ -LRB- cord-035254-630w2rtn 47 23 20 20 CD cord-035254-630w2rtn 47 24 ] ] -RRB- cord-035254-630w2rtn 47 25 [ [ -LRB- cord-035254-630w2rtn 47 26 21 21 CD cord-035254-630w2rtn 47 27 ] ] -RRB- cord-035254-630w2rtn 47 28 . . . cord-035254-630w2rtn 48 1 Relatively relatively RB cord-035254-630w2rtn 48 2 less less JJR cord-035254-630w2rtn 48 3 attention attention NN cord-035254-630w2rtn 48 4 has have VBZ cord-035254-630w2rtn 48 5 been be VBN cord-035254-630w2rtn 48 6 devoted devote VBN cord-035254-630w2rtn 48 7 to to IN cord-035254-630w2rtn 48 8 the the DT cord-035254-630w2rtn 48 9 agenda agenda NN cord-035254-630w2rtn 48 10 - - HYPH cord-035254-630w2rtn 48 11 setting set VBG cord-035254-630w2rtn 48 12 role role NN cord-035254-630w2rtn 48 13 of of IN cord-035254-630w2rtn 48 14 the the DT cord-035254-630w2rtn 48 15 tweets tweet NNS cord-035254-630w2rtn 48 16 . . . cord-035254-630w2rtn 49 1 Some some DT cord-035254-630w2rtn 49 2 research research NN cord-035254-630w2rtn 49 3 has have VBZ cord-035254-630w2rtn 49 4 identified identify VBN cord-035254-630w2rtn 49 5 the the DT cord-035254-630w2rtn 49 6 number number NN cord-035254-630w2rtn 49 7 of of IN cord-035254-630w2rtn 49 8 retweets retweet NNS cord-035254-630w2rtn 49 9 Trump Trump NNP cord-035254-630w2rtn 49 10 receives receive VBZ cord-035254-630w2rtn 49 11 as as IN cord-035254-630w2rtn 49 12 a a DT cord-035254-630w2rtn 49 13 frequent frequent JJ cord-035254-630w2rtn 49 14 positive positive JJ cord-035254-630w2rtn 49 15 predictor predictor NN cord-035254-630w2rtn 49 16 of of IN cord-035254-630w2rtn 49 17 news news NN cord-035254-630w2rtn 49 18 stories story NNS cord-035254-630w2rtn 49 19 22 22 CD cord-035254-630w2rtn 49 20 ( ( -LRB- cord-035254-630w2rtn 49 21 Though though IN cord-035254-630w2rtn 49 22 see see VB cord-035254-630w2rtn 49 23 16 16 CD cord-035254-630w2rtn 49 24 for for IN cord-035254-630w2rtn 49 25 a a DT cord-035254-630w2rtn 49 26 somewhat somewhat RB cord-035254-630w2rtn 49 27 contrary contrary JJ cord-035254-630w2rtn 49 28 position position NN cord-035254-630w2rtn 49 29 . . . cord-035254-630w2rtn 49 30 ) ) -RRB- cord-035254-630w2rtn 49 31 . . . cord-035254-630w2rtn 50 1 During during IN cord-035254-630w2rtn 50 2 the the DT cord-035254-630w2rtn 50 3 2016 2016 CD cord-035254-630w2rtn 50 4 election election NN cord-035254-630w2rtn 50 5 campaign campaign NN cord-035254-630w2rtn 50 6 , , , cord-035254-630w2rtn 50 7 Trump Trump NNP cord-035254-630w2rtn 50 8 's 's POS cord-035254-630w2rtn 50 9 tweets tweet NNS cord-035254-630w2rtn 50 10 on on IN cord-035254-630w2rtn 50 11 average average JJ cord-035254-630w2rtn 50 12 received receive VBD cord-035254-630w2rtn 50 13 three three CD cord-035254-630w2rtn 50 14 times time NNS cord-035254-630w2rtn 50 15 as as IN cord-035254-630w2rtn 50 16 much much JJ cord-035254-630w2rtn 50 17 attention attention NN cord-035254-630w2rtn 50 18 than than IN cord-035254-630w2rtn 50 19 those those DT cord-035254-630w2rtn 50 20 of of IN cord-035254-630w2rtn 50 21 his -PRON- PRP$ cord-035254-630w2rtn 50 22 opponent opponent NN cord-035254-630w2rtn 50 23 , , , cord-035254-630w2rtn 50 24 Hillary Hillary NNP cord-035254-630w2rtn 50 25 Clinton Clinton NNP cord-035254-630w2rtn 50 26 , , , cord-035254-630w2rtn 50 27 suggesting suggest VBG cord-035254-630w2rtn 50 28 that that IN cord-035254-630w2rtn 50 29 he -PRON- PRP cord-035254-630w2rtn 50 30 was be VBD cord-035254-630w2rtn 50 31 more more RBR cord-035254-630w2rtn 50 32 successful successful JJ cord-035254-630w2rtn 50 33 at at IN cord-035254-630w2rtn 50 34 commanding command VBG cord-035254-630w2rtn 50 35 public public JJ cord-035254-630w2rtn 50 36 attention attention NN cord-035254-630w2rtn 50 37 23 23 CD cord-035254-630w2rtn 50 38 . . . cord-035254-630w2rtn 51 1 Here here RB cord-035254-630w2rtn 51 2 we -PRON- PRP cord-035254-630w2rtn 51 3 focus focus VBP cord-035254-630w2rtn 51 4 on on IN cord-035254-630w2rtn 51 5 one one CD cord-035254-630w2rtn 51 6 aspect aspect NN cord-035254-630w2rtn 51 7 of of IN cord-035254-630w2rtn 51 8 agenda agenda NN cord-035254-630w2rtn 51 9 - - HYPH cord-035254-630w2rtn 51 10 setting set VBG cord-035254-630w2rtn 51 11 , , , cord-035254-630w2rtn 51 12 namely namely RB cord-035254-630w2rtn 51 13 Donald Donald NNP cord-035254-630w2rtn 51 14 Trump Trump NNP cord-035254-630w2rtn 51 15 's 's POS cord-035254-630w2rtn 51 16 presumed presume VBN cord-035254-630w2rtn 51 17 strategic strategic JJ cord-035254-630w2rtn 51 18 deployment deployment NN cord-035254-630w2rtn 51 19 of of IN cord-035254-630w2rtn 51 20 tweets tweet NNS cord-035254-630w2rtn 51 21 to to TO cord-035254-630w2rtn 51 22 divert divert VB cord-035254-630w2rtn 51 23 attention attention NN cord-035254-630w2rtn 51 24 away away RB cord-035254-630w2rtn 51 25 from from IN cord-035254-630w2rtn 51 26 issues issue NNS cord-035254-630w2rtn 51 27 that that WDT cord-035254-630w2rtn 51 28 are be VBP cord-035254-630w2rtn 51 29 potentially potentially RB cord-035254-630w2rtn 51 30 threatening threatening JJ cord-035254-630w2rtn 51 31 or or CC cord-035254-630w2rtn 51 32 harmful harmful JJ cord-035254-630w2rtn 51 33 to to IN cord-035254-630w2rtn 51 34 the the DT cord-035254-630w2rtn 51 35 president president NNP cord-035254-630w2rtn 51 36 24 24 CD cord-035254-630w2rtn 51 37 , , , cord-035254-630w2rtn 51 38 25 25 CD cord-035254-630w2rtn 51 39 . . . cord-035254-630w2rtn 52 1 Unlike unlike IN cord-035254-630w2rtn 52 2 the the DT cord-035254-630w2rtn 52 3 Chinese chinese JJ cord-035254-630w2rtn 52 4 government government NN cord-035254-630w2rtn 52 5 , , , cord-035254-630w2rtn 52 6 which which WDT cord-035254-630w2rtn 52 7 has have VBZ cord-035254-630w2rtn 52 8 a a DT cord-035254-630w2rtn 52 9 50-cent 50-cent CD cord-035254-630w2rtn 52 10 army army NN cord-035254-630w2rtn 52 11 at at IN cord-035254-630w2rtn 52 12 its -PRON- PRP$ cord-035254-630w2rtn 52 13 disposal disposal NN cord-035254-630w2rtn 52 14 , , , cord-035254-630w2rtn 52 15 diversion diversion NN cord-035254-630w2rtn 52 16 can can MD cord-035254-630w2rtn 52 17 only only RB cord-035254-630w2rtn 52 18 work work VB cord-035254-630w2rtn 52 19 for for IN cord-035254-630w2rtn 52 20 President President NNP cord-035254-630w2rtn 52 21 Trump Trump NNP cord-035254-630w2rtn 52 22 if if IN cord-035254-630w2rtn 52 23 he -PRON- PRP cord-035254-630w2rtn 52 24 can can MD cord-035254-630w2rtn 52 25 directly directly RB cord-035254-630w2rtn 52 26 move move VB cord-035254-630w2rtn 52 27 the the DT cord-035254-630w2rtn 52 28 media medium NNS cord-035254-630w2rtn 52 29 's 's POS cord-035254-630w2rtn 52 30 or or CC cord-035254-630w2rtn 52 31 the the DT cord-035254-630w2rtn 52 32 public public NN cord-035254-630w2rtn 52 33 's 's POS cord-035254-630w2rtn 52 34 attention attention NN cord-035254-630w2rtn 52 35 away away RB cord-035254-630w2rtn 52 36 from from IN cord-035254-630w2rtn 52 37 harmful harmful JJ cord-035254-630w2rtn 52 38 issues issue NNS cord-035254-630w2rtn 52 39 . . . cord-035254-630w2rtn 53 1 Anecdotally anecdotally RB cord-035254-630w2rtn 53 2 , , , cord-035254-630w2rtn 53 3 there there EX cord-035254-630w2rtn 53 4 are be VBP cord-035254-630w2rtn 53 5 instances instance NNS cord-035254-630w2rtn 53 6 in in IN cord-035254-630w2rtn 53 7 which which WDT cord-035254-630w2rtn 53 8 this this DT cord-035254-630w2rtn 53 9 diversion diversion NN cord-035254-630w2rtn 53 10 appears appear VBZ cord-035254-630w2rtn 53 11 to to TO cord-035254-630w2rtn 53 12 have have VB cord-035254-630w2rtn 53 13 been be VBN cord-035254-630w2rtn 53 14 successful successful JJ cord-035254-630w2rtn 53 15 . . . cord-035254-630w2rtn 54 1 For for IN cord-035254-630w2rtn 54 2 example example NN cord-035254-630w2rtn 54 3 , , , cord-035254-630w2rtn 54 4 in in IN cord-035254-630w2rtn 54 5 late late JJ cord-035254-630w2rtn 54 6 2016 2016 CD cord-035254-630w2rtn 54 7 , , , cord-035254-630w2rtn 54 8 President President NNP cord-035254-630w2rtn 54 9 - - HYPH cord-035254-630w2rtn 54 10 elect elect NNP cord-035254-630w2rtn 54 11 Trump Trump NNP cord-035254-630w2rtn 54 12 repeatedly repeatedly RB cord-035254-630w2rtn 54 13 criticized criticize VBD cord-035254-630w2rtn 54 14 the the DT cord-035254-630w2rtn 54 15 cast cast NN cord-035254-630w2rtn 54 16 of of IN cord-035254-630w2rtn 54 17 a a DT cord-035254-630w2rtn 54 18 Broadway Broadway NNP cord-035254-630w2rtn 54 19 play play NN cord-035254-630w2rtn 54 20 via via IN cord-035254-630w2rtn 54 21 Twitter Twitter NNP cord-035254-630w2rtn 54 22 after after IN cord-035254-630w2rtn 54 23 the the DT cord-035254-630w2rtn 54 24 actors actor NNS cord-035254-630w2rtn 54 25 publically publically RB cord-035254-630w2rtn 54 26 pleaded plead VBD cord-035254-630w2rtn 54 27 for for IN cord-035254-630w2rtn 54 28 a a DT cord-035254-630w2rtn 54 29 " " `` cord-035254-630w2rtn 54 30 diverse diverse JJ cord-035254-630w2rtn 54 31 America America NNP cord-035254-630w2rtn 54 32 . . . cord-035254-630w2rtn 55 1 " " '' cord-035254-630w2rtn 56 1 This this DT cord-035254-630w2rtn 56 2 Twitter Twitter NNP cord-035254-630w2rtn 56 3 event event NN cord-035254-630w2rtn 56 4 coincided coincide VBD cord-035254-630w2rtn 56 5 with with IN cord-035254-630w2rtn 56 6 the the DT cord-035254-630w2rtn 56 7 revelation revelation NN cord-035254-630w2rtn 56 8 that that WDT cord-035254-630w2rtn 56 9 Trump Trump NNP cord-035254-630w2rtn 56 10 had have VBD cord-035254-630w2rtn 56 11 agreed agree VBN cord-035254-630w2rtn 56 12 to to IN cord-035254-630w2rtn 56 13 a a DT cord-035254-630w2rtn 56 14 $ $ $ cord-035254-630w2rtn 56 15 25 25 CD cord-035254-630w2rtn 56 16 million million CD cord-035254-630w2rtn 56 17 settlement settlement NN cord-035254-630w2rtn 56 18 ( ( -LRB- cord-035254-630w2rtn 56 19 including include VBG cord-035254-630w2rtn 56 20 a a DT cord-035254-630w2rtn 56 21 $ $ $ cord-035254-630w2rtn 56 22 1 1 CD cord-035254-630w2rtn 56 23 million million CD cord-035254-630w2rtn 56 24 penalty penalty NN cord-035254-630w2rtn 56 25 26 26 CD cord-035254-630w2rtn 56 26 ) ) -RRB- cord-035254-630w2rtn 56 27 of of IN cord-035254-630w2rtn 56 28 lawsuits lawsuit NNS cord-035254-630w2rtn 56 29 against against IN cord-035254-630w2rtn 56 30 his -PRON- PRP$ cord-035254-630w2rtn 56 31 ( ( -LRB- cord-035254-630w2rtn 56 32 now now RB cord-035254-630w2rtn 56 33 defunct defunct JJ cord-035254-630w2rtn 56 34 ) ) -RRB- cord-035254-630w2rtn 57 1 Trump Trump NNP cord-035254-630w2rtn 57 2 University University NNP cord-035254-630w2rtn 57 3 . . . cord-035254-630w2rtn 58 1 An an DT cord-035254-630w2rtn 58 2 analysis analysis NN cord-035254-630w2rtn 58 3 of of IN cord-035254-630w2rtn 58 4 people people NNS cord-035254-630w2rtn 58 5 's 's POS cord-035254-630w2rtn 58 6 internet internet NN cord-035254-630w2rtn 58 7 search search NN cord-035254-630w2rtn 58 8 behavior behavior NN cord-035254-630w2rtn 58 9 using use VBG cord-035254-630w2rtn 58 10 Google Google NNP cord-035254-630w2rtn 58 11 Trends Trends NNPS cord-035254-630w2rtn 58 12 confirmed confirm VBD cord-035254-630w2rtn 58 13 that that IN cord-035254-630w2rtn 58 14 the the DT cord-035254-630w2rtn 58 15 public public NN cord-035254-630w2rtn 58 16 showed show VBD cord-035254-630w2rtn 58 17 far far RB cord-035254-630w2rtn 58 18 greater great JJR cord-035254-630w2rtn 58 19 interest interest NN cord-035254-630w2rtn 58 20 in in IN cord-035254-630w2rtn 58 21 the the DT cord-035254-630w2rtn 58 22 Broadway Broadway NNP cord-035254-630w2rtn 58 23 controversy controversy NN cord-035254-630w2rtn 58 24 than than IN cord-035254-630w2rtn 58 25 the the DT cord-035254-630w2rtn 58 26 Trump Trump NNP cord-035254-630w2rtn 58 27 University University NNP cord-035254-630w2rtn 58 28 settlement settlement NN cord-035254-630w2rtn 58 29 27 27 CD cord-035254-630w2rtn 58 30 , , , cord-035254-630w2rtn 58 31 attesting attest VBG cord-035254-630w2rtn 58 32 to to IN cord-035254-630w2rtn 58 33 the the DT cord-035254-630w2rtn 58 34 success success NN cord-035254-630w2rtn 58 35 of of IN cord-035254-630w2rtn 58 36 the the DT cord-035254-630w2rtn 58 37 presumed presume VBN cord-035254-630w2rtn 58 38 diversion diversion NN cord-035254-630w2rtn 58 39 . . . cord-035254-630w2rtn 59 1 However however RB cord-035254-630w2rtn 59 2 , , , cord-035254-630w2rtn 59 3 to to IN cord-035254-630w2rtn 59 4 date date NN cord-035254-630w2rtn 59 5 evidence evidence NN cord-035254-630w2rtn 59 6 for for IN cord-035254-630w2rtn 59 7 diversion diversion NN cord-035254-630w2rtn 59 8 has have VBZ cord-035254-630w2rtn 59 9 remained remain VBN cord-035254-630w2rtn 59 10 anecdotal anecdotal JJ cord-035254-630w2rtn 59 11 . . . cord-035254-630w2rtn 60 1 This this DT cord-035254-630w2rtn 60 2 article article NN cord-035254-630w2rtn 60 3 provides provide VBZ cord-035254-630w2rtn 60 4 the the DT cord-035254-630w2rtn 60 5 first first JJ cord-035254-630w2rtn 60 6 empirical empirical JJ cord-035254-630w2rtn 60 7 test test NN cord-035254-630w2rtn 60 8 of of IN cord-035254-630w2rtn 60 9 the the DT cord-035254-630w2rtn 60 10 hypothesis hypothesis NN cord-035254-630w2rtn 60 11 that that IN cord-035254-630w2rtn 60 12 President President NNP cord-035254-630w2rtn 60 13 Trump Trump NNP cord-035254-630w2rtn 60 14 's 's POS cord-035254-630w2rtn 60 15 use use NN cord-035254-630w2rtn 60 16 of of IN cord-035254-630w2rtn 60 17 Twitter Twitter NNP cord-035254-630w2rtn 60 18 diverts divert VBZ cord-035254-630w2rtn 60 19 attention attention NN cord-035254-630w2rtn 60 20 from from IN cord-035254-630w2rtn 60 21 news news NN cord-035254-630w2rtn 60 22 that that WDT cord-035254-630w2rtn 60 23 is be VBZ cord-035254-630w2rtn 60 24 politically politically RB cord-035254-630w2rtn 60 25 harmful harmful JJ cord-035254-630w2rtn 60 26 to to IN cord-035254-630w2rtn 60 27 him -PRON- PRP cord-035254-630w2rtn 60 28 . . . cord-035254-630w2rtn 61 1 In in IN cord-035254-630w2rtn 61 2 particular particular JJ cord-035254-630w2rtn 61 3 , , , cord-035254-630w2rtn 61 4 we -PRON- PRP cord-035254-630w2rtn 61 5 posit posit VBP cord-035254-630w2rtn 61 6 that that IN cord-035254-630w2rtn 61 7 any any DT cord-035254-630w2rtn 61 8 increase increase NN cord-035254-630w2rtn 61 9 in in IN cord-035254-630w2rtn 61 10 harmful harmful JJ cord-035254-630w2rtn 61 11 media medium NNS cord-035254-630w2rtn 61 12 coverage coverage NN cord-035254-630w2rtn 61 13 may may MD cord-035254-630w2rtn 61 14 be be VB cord-035254-630w2rtn 61 15 followed follow VBN cord-035254-630w2rtn 61 16 by by IN cord-035254-630w2rtn 61 17 increased increase VBN cord-035254-630w2rtn 61 18 diversionary diversionary NN cord-035254-630w2rtn 61 19 Twitter Twitter NNP cord-035254-630w2rtn 61 20 activity activity NN cord-035254-630w2rtn 61 21 . . . cord-035254-630w2rtn 62 1 In in IN cord-035254-630w2rtn 62 2 turn turn NN cord-035254-630w2rtn 62 3 , , , cord-035254-630w2rtn 62 4 if if IN cord-035254-630w2rtn 62 5 this this DT cord-035254-630w2rtn 62 6 diversion diversion NN cord-035254-630w2rtn 62 7 is be VBZ cord-035254-630w2rtn 62 8 successful successful JJ cord-035254-630w2rtn 62 9 , , , cord-035254-630w2rtn 62 10 it -PRON- PRP cord-035254-630w2rtn 62 11 should should MD cord-035254-630w2rtn 62 12 depress depress VB cord-035254-630w2rtn 62 13 subsequent subsequent JJ cord-035254-630w2rtn 62 14 media medium NNS cord-035254-630w2rtn 62 15 coverage coverage NN cord-035254-630w2rtn 62 16 of of IN cord-035254-630w2rtn 62 17 the the DT cord-035254-630w2rtn 62 18 harmful harmful JJ cord-035254-630w2rtn 62 19 topic topic NN cord-035254-630w2rtn 62 20 . . . cord-035254-630w2rtn 63 1 To to TO cord-035254-630w2rtn 63 2 operationalize operationalize VB cord-035254-630w2rtn 63 3 the the DT cord-035254-630w2rtn 63 4 analysis analysis NN cord-035254-630w2rtn 63 5 , , , cord-035254-630w2rtn 63 6 we -PRON- PRP cord-035254-630w2rtn 63 7 focused focus VBD cord-035254-630w2rtn 63 8 on on IN cord-035254-630w2rtn 63 9 the the DT cord-035254-630w2rtn 63 10 Mueller Mueller NNP cord-035254-630w2rtn 63 11 investigation investigation NN cord-035254-630w2rtn 63 12 as as IN cord-035254-630w2rtn 63 13 a a DT cord-035254-630w2rtn 63 14 source source NN cord-035254-630w2rtn 63 15 of of IN cord-035254-630w2rtn 63 16 potentially potentially RB cord-035254-630w2rtn 63 17 threatening threatening JJ cord-035254-630w2rtn 63 18 or or CC cord-035254-630w2rtn 63 19 harmful harmful JJ cord-035254-630w2rtn 63 20 media medium NNS cord-035254-630w2rtn 63 21 coverage coverage NN cord-035254-630w2rtn 63 22 . . . cord-035254-630w2rtn 64 1 Special special JJ cord-035254-630w2rtn 64 2 prosecutor prosecutor NN cord-035254-630w2rtn 64 3 Robert Robert NNP cord-035254-630w2rtn 64 4 Mueller Mueller NNP cord-035254-630w2rtn 64 5 was be VBD cord-035254-630w2rtn 64 6 appointed appoint VBN cord-035254-630w2rtn 64 7 in in IN cord-035254-630w2rtn 64 8 March March NNP cord-035254-630w2rtn 64 9 2017 2017 CD cord-035254-630w2rtn 64 10 to to TO cord-035254-630w2rtn 64 11 investigate investigate VB cord-035254-630w2rtn 64 12 Russian russian JJ cord-035254-630w2rtn 64 13 interference interference NN cord-035254-630w2rtn 64 14 in in IN cord-035254-630w2rtn 64 15 the the DT cord-035254-630w2rtn 64 16 2016 2016 CD cord-035254-630w2rtn 64 17 election election NN cord-035254-630w2rtn 64 18 and and CC cord-035254-630w2rtn 64 19 potential potential JJ cord-035254-630w2rtn 64 20 links link NNS cord-035254-630w2rtn 64 21 between between IN cord-035254-630w2rtn 64 22 the the DT cord-035254-630w2rtn 64 23 Trump Trump NNP cord-035254-630w2rtn 64 24 campaign campaign NN cord-035254-630w2rtn 64 25 and and CC cord-035254-630w2rtn 64 26 Russian russian JJ cord-035254-630w2rtn 64 27 officials official NNS cord-035254-630w2rtn 64 28 . . . cord-035254-630w2rtn 65 1 Given give VBN cord-035254-630w2rtn 65 2 that that DT cord-035254-630w2rtn 65 3 legal legal JJ cord-035254-630w2rtn 65 4 scholars scholar NNS cord-035254-630w2rtn 65 5 discussed discuss VBD cord-035254-630w2rtn 65 6 processes process NNS cord-035254-630w2rtn 65 7 by by IN cord-035254-630w2rtn 65 8 which which WDT cord-035254-630w2rtn 65 9 a a DT cord-035254-630w2rtn 65 10 sitting sit VBG cord-035254-630w2rtn 65 11 president president NN cord-035254-630w2rtn 65 12 could could MD cord-035254-630w2rtn 65 13 be be VB cord-035254-630w2rtn 65 14 indicted indict VBN cord-035254-630w2rtn 65 15 even even RB cord-035254-630w2rtn 65 16 before before IN cord-035254-630w2rtn 65 17 Mueller Mueller NNP cord-035254-630w2rtn 65 18 delivered deliver VBD cord-035254-630w2rtn 65 19 his -PRON- PRP$ cord-035254-630w2rtn 65 20 report report NN cord-035254-630w2rtn 65 21 28 28 CD cord-035254-630w2rtn 65 22 , , , cord-035254-630w2rtn 65 23 29 29 CD cord-035254-630w2rtn 65 24 , , , cord-035254-630w2rtn 65 25 and and CC cord-035254-630w2rtn 65 26 given give VBN cord-035254-630w2rtn 65 27 that that IN cord-035254-630w2rtn 65 28 Mueller Mueller NNP cord-035254-630w2rtn 65 29 indicted indict VBD cord-035254-630w2rtn 65 30 associates associate NNS cord-035254-630w2rtn 65 31 of of IN cord-035254-630w2rtn 65 32 Trump Trump NNP cord-035254-630w2rtn 65 33 during during IN cord-035254-630w2rtn 65 34 the the DT cord-035254-630w2rtn 65 35 investigation investigation NN cord-035254-630w2rtn 65 36 30 30 CD cord-035254-630w2rtn 65 37 , , , cord-035254-630w2rtn 65 38 there there EX cord-035254-630w2rtn 65 39 can can MD cord-035254-630w2rtn 65 40 be be VB cord-035254-630w2rtn 65 41 no no DT cord-035254-630w2rtn 65 42 doubt doubt NN cord-035254-630w2rtn 65 43 that that IN cord-035254-630w2rtn 65 44 this this DT cord-035254-630w2rtn 65 45 investigation investigation NN cord-035254-630w2rtn 65 46 posed pose VBD cord-035254-630w2rtn 65 47 a a DT cord-035254-630w2rtn 65 48 serious serious JJ cord-035254-630w2rtn 65 49 political political JJ cord-035254-630w2rtn 65 50 risk risk NN cord-035254-630w2rtn 65 51 to to IN cord-035254-630w2rtn 65 52 Donald Donald NNP cord-035254-630w2rtn 65 53 Trump Trump NNP cord-035254-630w2rtn 65 54 during during IN cord-035254-630w2rtn 65 55 the the DT cord-035254-630w2rtn 65 56 first first JJ cord-035254-630w2rtn 65 57 2 2 CD cord-035254-630w2rtn 65 58 years year NNS cord-035254-630w2rtn 65 59 of of IN cord-035254-630w2rtn 65 60 his -PRON- PRP$ cord-035254-630w2rtn 65 61 presidency presidency NN cord-035254-630w2rtn 65 62 . . . cord-035254-630w2rtn 66 1 The the DT cord-035254-630w2rtn 66 2 center center JJ cord-035254-630w2rtn 66 3 panel panel NN cord-035254-630w2rtn 66 4 of of IN cord-035254-630w2rtn 66 5 Fig Fig NNP cord-035254-630w2rtn 66 6 . . . cord-035254-630w2rtn 67 1 1 1 CD cord-035254-630w2rtn 67 2 provides provide VBZ cord-035254-630w2rtn 67 3 an an DT cord-035254-630w2rtn 67 4 overview overview NN cord-035254-630w2rtn 67 5 of of IN cord-035254-630w2rtn 67 6 the the DT cord-035254-630w2rtn 67 7 presumed presume VBN cord-035254-630w2rtn 67 8 statistical statistical JJ cord-035254-630w2rtn 67 9 paths path NNS cord-035254-630w2rtn 67 10 of of IN cord-035254-630w2rtn 67 11 this this DT cord-035254-630w2rtn 67 12 diversion diversion NN cord-035254-630w2rtn 67 13 . . . cord-035254-630w2rtn 68 1 Any any DT cord-035254-630w2rtn 68 2 increase increase NN cord-035254-630w2rtn 68 3 in in IN cord-035254-630w2rtn 68 4 harmful harmful JJ cord-035254-630w2rtn 68 5 media medium NNS cord-035254-630w2rtn 68 6 coverage coverage NN cord-035254-630w2rtn 68 7 , , , cord-035254-630w2rtn 68 8 represented represent VBN cord-035254-630w2rtn 68 9 by by IN cord-035254-630w2rtn 68 10 the the DT cord-035254-630w2rtn 68 11 word word NN cord-035254-630w2rtn 68 12 cloud cloud NN cord-035254-630w2rtn 68 13 on on IN cord-035254-630w2rtn 68 14 the the DT cord-035254-630w2rtn 68 15 left left NN cord-035254-630w2rtn 68 16 , , , cord-035254-630w2rtn 68 17 should should MD cord-035254-630w2rtn 68 18 be be VB cord-035254-630w2rtn 68 19 followed follow VBN cord-035254-630w2rtn 68 20 by by IN cord-035254-630w2rtn 68 21 increased increase VBN cord-035254-630w2rtn 68 22 diversionary diversionary NN cord-035254-630w2rtn 68 23 Twitter Twitter NNP cord-035254-630w2rtn 68 24 activity activity NN cord-035254-630w2rtn 68 25 , , , cord-035254-630w2rtn 68 26 which which WDT cord-035254-630w2rtn 68 27 is be VBZ cord-035254-630w2rtn 68 28 captured capture VBN cord-035254-630w2rtn 68 29 by by IN cord-035254-630w2rtn 68 30 the the DT cord-035254-630w2rtn 68 31 word word NN cord-035254-630w2rtn 68 32 cloud cloud NN cord-035254-630w2rtn 68 33 on on IN cord-035254-630w2rtn 68 34 the the DT cord-035254-630w2rtn 68 35 right right NN cord-035254-630w2rtn 68 36 . . . cord-035254-630w2rtn 69 1 The the DT cord-035254-630w2rtn 69 2 expected expected JJ cord-035254-630w2rtn 69 3 increase increase NN cord-035254-630w2rtn 69 4 is be VBZ cord-035254-630w2rtn 69 5 represented represent VBN cord-035254-630w2rtn 69 6 by by IN cord-035254-630w2rtn 69 7 the the DT cord-035254-630w2rtn 69 8 " " `` cord-035254-630w2rtn 69 9 + + CC cord-035254-630w2rtn 69 10 " " `` cord-035254-630w2rtn 69 11 sign sign NN cord-035254-630w2rtn 69 12 along along IN cord-035254-630w2rtn 69 13 that that DT cord-035254-630w2rtn 69 14 path path NN cord-035254-630w2rtn 69 15 . . . cord-035254-630w2rtn 70 1 If if IN cord-035254-630w2rtn 70 2 this this DT cord-035254-630w2rtn 70 3 diversion diversion NN cord-035254-630w2rtn 70 4 is be VBZ cord-035254-630w2rtn 70 5 successful successful JJ cord-035254-630w2rtn 70 6 , , , cord-035254-630w2rtn 70 7 it -PRON- PRP cord-035254-630w2rtn 70 8 should should MD cord-035254-630w2rtn 70 9 depress depress VB cord-035254-630w2rtn 70 10 subsequent subsequent JJ cord-035254-630w2rtn 70 11 media medium NNS cord-035254-630w2rtn 70 12 coverage coverage NN cord-035254-630w2rtn 70 13 of of IN cord-035254-630w2rtn 70 14 the the DT cord-035254-630w2rtn 70 15 harmful harmful JJ cord-035254-630w2rtn 70 16 topic topic NN cord-035254-630w2rtn 70 17 ( ( -LRB- cord-035254-630w2rtn 70 18 path path NN cord-035254-630w2rtn 70 19 labeled label VBN cord-035254-630w2rtn 70 20 by by IN cord-035254-630w2rtn 70 21 " " `` cord-035254-630w2rtn 70 22 − − NNP cord-035254-630w2rtn 70 23 " " '' cord-035254-630w2rtn 70 24 to to TO cord-035254-630w2rtn 70 25 represent represent VB cord-035254-630w2rtn 70 26 the the DT cord-035254-630w2rtn 70 27 opposite opposite JJ cord-035254-630w2rtn 70 28 direction direction NN cord-035254-630w2rtn 70 29 of of IN cord-035254-630w2rtn 70 30 the the DT cord-035254-630w2rtn 70 31 association association NN cord-035254-630w2rtn 70 32 ) ) -RRB- cord-035254-630w2rtn 70 33 . . . cord-035254-630w2rtn 71 1 Each each DT cord-035254-630w2rtn 71 2 of of IN cord-035254-630w2rtn 71 3 the the DT cord-035254-630w2rtn 71 4 two two CD cord-035254-630w2rtn 71 5 paths path NNS cord-035254-630w2rtn 71 6 is be VBZ cord-035254-630w2rtn 71 7 represented represent VBN cord-035254-630w2rtn 71 8 by by IN cord-035254-630w2rtn 71 9 a a DT cord-035254-630w2rtn 71 10 regression regression NN cord-035254-630w2rtn 71 11 model model NN cord-035254-630w2rtn 71 12 that that WDT cord-035254-630w2rtn 71 13 relates relate VBZ cord-035254-630w2rtn 71 14 Twitter Twitter NNP cord-035254-630w2rtn 71 15 activity activity NN cord-035254-630w2rtn 71 16 ( ( -LRB- cord-035254-630w2rtn 71 17 represented represent VBN cord-035254-630w2rtn 71 18 by by IN cord-035254-630w2rtn 71 19 the the DT cord-035254-630w2rtn 71 20 number number NN cord-035254-630w2rtn 71 21 of of IN cord-035254-630w2rtn 71 22 relevant relevant JJ cord-035254-630w2rtn 71 23 tweets tweet NNS cord-035254-630w2rtn 71 24 ) ) -RRB- cord-035254-630w2rtn 71 25 with with IN cord-035254-630w2rtn 71 26 media medium NNS cord-035254-630w2rtn 71 27 coverage coverage NN cord-035254-630w2rtn 71 28 ( ( -LRB- cord-035254-630w2rtn 71 29 represented represent VBN cord-035254-630w2rtn 71 30 by by IN cord-035254-630w2rtn 71 31 the the DT cord-035254-630w2rtn 71 32 number number NN cord-035254-630w2rtn 71 33 of of IN cord-035254-630w2rtn 71 34 reports report NNS cord-035254-630w2rtn 71 35 concerning concern VBG cord-035254-630w2rtn 71 36 Russia Russia NNP cord-035254-630w2rtn 71 37 - - HYPH cord-035254-630w2rtn 71 38 Mueller Mueller NNP cord-035254-630w2rtn 71 39 ) ) -RRB- cord-035254-630w2rtn 71 40 . . . cord-035254-630w2rtn 72 1 We -PRON- PRP cord-035254-630w2rtn 72 2 approached approach VBD cord-035254-630w2rtn 72 3 the the DT cord-035254-630w2rtn 72 4 analysis analysis NN cord-035254-630w2rtn 72 5 in in IN cord-035254-630w2rtn 72 6 two two CD cord-035254-630w2rtn 72 7 ways way NNS cord-035254-630w2rtn 72 8 : : : cord-035254-630w2rtn 72 9 first first RB cord-035254-630w2rtn 72 10 , , , cord-035254-630w2rtn 72 11 we -PRON- PRP cord-035254-630w2rtn 72 12 used use VBD cord-035254-630w2rtn 72 13 ordinary ordinary JJ cord-035254-630w2rtn 72 14 least least JJS cord-035254-630w2rtn 72 15 squares square NNS cord-035254-630w2rtn 72 16 ( ( -LRB- cord-035254-630w2rtn 72 17 OLS OLS NNP cord-035254-630w2rtn 72 18 ) ) -RRB- cord-035254-630w2rtn 72 19 in in IN cord-035254-630w2rtn 72 20 which which WDT cord-035254-630w2rtn 72 21 each each DT cord-035254-630w2rtn 72 22 of of IN cord-035254-630w2rtn 72 23 the the DT cord-035254-630w2rtn 72 24 two two CD cord-035254-630w2rtn 72 25 paths path NNS cord-035254-630w2rtn 72 26 was be VBD cord-035254-630w2rtn 72 27 captured capture VBN cord-035254-630w2rtn 72 28 by by IN cord-035254-630w2rtn 72 29 a a DT cord-035254-630w2rtn 72 30 separate separate JJ cord-035254-630w2rtn 72 31 regression regression NN cord-035254-630w2rtn 72 32 model model NN cord-035254-630w2rtn 72 33 . . . cord-035254-630w2rtn 73 1 Second second RB cord-035254-630w2rtn 73 2 , , , cord-035254-630w2rtn 73 3 we -PRON- PRP cord-035254-630w2rtn 73 4 used use VBD cord-035254-630w2rtn 73 5 three three CD cord-035254-630w2rtn 73 6 - - HYPH cord-035254-630w2rtn 73 7 stage stage NN cord-035254-630w2rtn 73 8 least least JJS cord-035254-630w2rtn 73 9 squares square NNS cord-035254-630w2rtn 73 10 ( ( -LRB- cord-035254-630w2rtn 73 11 3SLS 3sls VB cord-035254-630w2rtn 73 12 ) ) -RRB- cord-035254-630w2rtn 73 13 to to TO cord-035254-630w2rtn 73 14 estimate estimate VB cord-035254-630w2rtn 73 15 both both DT cord-035254-630w2rtn 73 16 path path NN cord-035254-630w2rtn 73 17 coefficients coefficient NNS cord-035254-630w2rtn 73 18 in in IN cord-035254-630w2rtn 73 19 a a DT cord-035254-630w2rtn 73 20 single single JJ cord-035254-630w2rtn 73 21 model model NN cord-035254-630w2rtn 73 22 simultaneously simultaneously RB cord-035254-630w2rtn 73 23 . . . cord-035254-630w2rtn 74 1 We -PRON- PRP cord-035254-630w2rtn 74 2 obtained obtain VBD cord-035254-630w2rtn 74 3 daily daily JJ cord-035254-630w2rtn 74 4 news news NN cord-035254-630w2rtn 74 5 coverage coverage NN cord-035254-630w2rtn 74 6 from from IN cord-035254-630w2rtn 74 7 two two CD cord-035254-630w2rtn 74 8 acknowledged acknowledge VBN cord-035254-630w2rtn 74 9 benchmark benchmark JJ cord-035254-630w2rtn 74 10 sources source NNS cord-035254-630w2rtn 74 11 in in IN cord-035254-630w2rtn 74 12 TV tv NN cord-035254-630w2rtn 74 13 and and CC cord-035254-630w2rtn 74 14 print print NN cord-035254-630w2rtn 74 15 media medium NNS cord-035254-630w2rtn 74 16 during during IN cord-035254-630w2rtn 74 17 the the DT cord-035254-630w2rtn 74 18 first first JJ cord-035254-630w2rtn 74 19 2 2 CD cord-035254-630w2rtn 74 20 years year NNS cord-035254-630w2rtn 74 21 of of IN cord-035254-630w2rtn 74 22 Trump Trump NNP cord-035254-630w2rtn 74 23 's 's POS cord-035254-630w2rtn 74 24 presidency presidency NN cord-035254-630w2rtn 74 25 ( ( -LRB- cord-035254-630w2rtn 74 26 20 20 CD cord-035254-630w2rtn 74 27 January January NNP cord-035254-630w2rtn 74 28 2017 2017 CD cord-035254-630w2rtn 74 29 -20 -20 CD cord-035254-630w2rtn 74 30 January January NNP cord-035254-630w2rtn 74 31 2019 2019 CD cord-035254-630w2rtn 74 32 ) ) -RRB- cord-035254-630w2rtn 74 33 : : : cord-035254-630w2rtn 74 34 The the DT cord-035254-630w2rtn 74 35 American American NNP cord-035254-630w2rtn 74 36 Broadcasting Broadcasting NNP cord-035254-630w2rtn 74 37 Corporation Corporation NNP cord-035254-630w2rtn 74 38 's 's POS cord-035254-630w2rtn 74 39 ABC ABC NNP cord-035254-630w2rtn 74 40 World World NNP cord-035254-630w2rtn 74 41 News News NNP cord-035254-630w2rtn 74 42 Tonight Tonight NNP cord-035254-630w2rtn 74 43 , , , cord-035254-630w2rtn 74 44 a a DT cord-035254-630w2rtn 74 45 30-min 30-min CD cord-035254-630w2rtn 74 46 daily daily JJ cord-035254-630w2rtn 74 47 evening evening NN cord-035254-630w2rtn 74 48 news news NN cord-035254-630w2rtn 74 49 show show NN cord-035254-630w2rtn 74 50 that that WDT cord-035254-630w2rtn 74 51 ranks rank VBZ cord-035254-630w2rtn 74 52 first first RB cord-035254-630w2rtn 74 53 among among IN cord-035254-630w2rtn 74 54 all all DT cord-035254-630w2rtn 74 55 evening evening NN cord-035254-630w2rtn 74 56 news news NN cord-035254-630w2rtn 74 57 programs program NNS cord-035254-630w2rtn 74 58 in in IN cord-035254-630w2rtn 74 59 the the DT cord-035254-630w2rtn 74 60 US US NNP cord-035254-630w2rtn 74 61 31 31 CD cord-035254-630w2rtn 74 62 , , , cord-035254-630w2rtn 74 63 and and CC cord-035254-630w2rtn 74 64 the the DT cord-035254-630w2rtn 74 65 New New NNP cord-035254-630w2rtn 74 66 York York NNP cord-035254-630w2rtn 74 67 Times Times NNP cord-035254-630w2rtn 74 68 ( ( -LRB- cord-035254-630w2rtn 74 69 NYT NYT NNP cord-035254-630w2rtn 74 70 ) ) -RRB- cord-035254-630w2rtn 74 71 , , , cord-035254-630w2rtn 74 72 which which WDT cord-035254-630w2rtn 74 73 is be VBZ cord-035254-630w2rtn 74 74 widely widely RB cord-035254-630w2rtn 74 75 considered consider VBN cord-035254-630w2rtn 74 76 to to TO cord-035254-630w2rtn 74 77 be be VB cord-035254-630w2rtn 74 78 the the DT cord-035254-630w2rtn 74 79 world world NN cord-035254-630w2rtn 74 80 's 's POS cord-035254-630w2rtn 74 81 most most RBS cord-035254-630w2rtn 74 82 influential influential JJ cord-035254-630w2rtn 74 83 newspaper newspaper NN cord-035254-630w2rtn 74 84 by by IN cord-035254-630w2rtn 74 85 leaders leader NNS cord-035254-630w2rtn 74 86 in in IN cord-035254-630w2rtn 74 87 business business NN cord-035254-630w2rtn 74 88 , , , cord-035254-630w2rtn 74 89 politics politic NNS cord-035254-630w2rtn 74 90 , , , cord-035254-630w2rtn 74 91 science science NN cord-035254-630w2rtn 74 92 , , , cord-035254-630w2rtn 74 93 and and CC cord-035254-630w2rtn 74 94 culture culture NN cord-035254-630w2rtn 74 95 32 32 CD cord-035254-630w2rtn 74 96 . . . cord-035254-630w2rtn 75 1 The the DT cord-035254-630w2rtn 75 2 NYT NYT NNP cord-035254-630w2rtn 75 3 was be VBD cord-035254-630w2rtn 75 4 also also RB cord-035254-630w2rtn 75 5 ranked rank VBN cord-035254-630w2rtn 75 6 first first RB cord-035254-630w2rtn 75 7 in in IN cord-035254-630w2rtn 75 8 the the DT cord-035254-630w2rtn 75 9 world world NN cord-035254-630w2rtn 75 10 , , , cord-035254-630w2rtn 75 11 based base VBN cord-035254-630w2rtn 75 12 on on IN cord-035254-630w2rtn 75 13 traffic traffic NN cord-035254-630w2rtn 75 14 flow flow NN cord-035254-630w2rtn 75 15 , , , cord-035254-630w2rtn 75 16 by by IN cord-035254-630w2rtn 75 17 the the DT cord-035254-630w2rtn 75 18 international international JJ cord-035254-630w2rtn 75 19 search search NN cord-035254-630w2rtn 75 20 engine engine NN cord-035254-630w2rtn 75 21 4IMN 4imn XX cord-035254-630w2rtn 75 22 in in IN cord-035254-630w2rtn 75 23 2016 2016 CD cord-035254-630w2rtn 76 1 ( ( -LRB- cord-035254-630w2rtn 76 2 https://www.4imn.com/top200/ https://www.4imn.com/top200/ NNP cord-035254-630w2rtn 76 3 ) ) -RRB- cord-035254-630w2rtn 76 4 . . . cord-035254-630w2rtn 77 1 A a DT cord-035254-630w2rtn 77 2 recent recent JJ cord-035254-630w2rtn 77 3 quantitative quantitative JJ cord-035254-630w2rtn 77 4 analysis analysis NN cord-035254-630w2rtn 77 5 of of IN cord-035254-630w2rtn 77 6 more more JJR cord-035254-630w2rtn 77 7 than than IN cord-035254-630w2rtn 77 8 800,000 800,000 CD cord-035254-630w2rtn 77 9 news news NN cord-035254-630w2rtn 77 10 articles article NNS cord-035254-630w2rtn 77 11 in in IN cord-035254-630w2rtn 77 12 the the DT cord-035254-630w2rtn 77 13 NYT NYT NNP cord-035254-630w2rtn 77 14 through through IN cord-035254-630w2rtn 77 15 a a DT cord-035254-630w2rtn 77 16 combination combination NN cord-035254-630w2rtn 77 17 of of IN cord-035254-630w2rtn 77 18 machine machine NN cord-035254-630w2rtn 77 19 learning learning NN cord-035254-630w2rtn 77 20 and and CC cord-035254-630w2rtn 77 21 human human JJ cord-035254-630w2rtn 77 22 judgment judgment NN cord-035254-630w2rtn 77 23 ( ( -LRB- cord-035254-630w2rtn 77 24 involving involve VBG cord-035254-630w2rtn 77 25 a a DT cord-035254-630w2rtn 77 26 sample sample NN cord-035254-630w2rtn 77 27 of of IN cord-035254-630w2rtn 77 28 nearly nearly RB cord-035254-630w2rtn 77 29 800 800 CD cord-035254-630w2rtn 77 30 judges judge NNS cord-035254-630w2rtn 77 31 ) ) -RRB- cord-035254-630w2rtn 77 32 has have VBZ cord-035254-630w2rtn 77 33 identified identify VBN cord-035254-630w2rtn 77 34 the the DT cord-035254-630w2rtn 77 35 New New NNP cord-035254-630w2rtn 77 36 York York NNP cord-035254-630w2rtn 77 37 Times Times NNP cord-035254-630w2rtn 77 38 as as IN cord-035254-630w2rtn 77 39 being be VBG cord-035254-630w2rtn 77 40 quite quite RB cord-035254-630w2rtn 77 41 close close JJ cord-035254-630w2rtn 77 42 to to IN cord-035254-630w2rtn 77 43 the the DT cord-035254-630w2rtn 77 44 political political JJ cord-035254-630w2rtn 77 45 center center NN cord-035254-630w2rtn 77 46 , , , cord-035254-630w2rtn 77 47 with with IN cord-035254-630w2rtn 77 48 a a DT cord-035254-630w2rtn 77 49 slight slight JJ cord-035254-630w2rtn 77 50 liberal liberal JJ cord-035254-630w2rtn 77 51 leaning leaning NN cord-035254-630w2rtn 77 52 ( ( -LRB- cord-035254-630w2rtn 77 53 which which WDT cord-035254-630w2rtn 77 54 was be VBD cord-035254-630w2rtn 77 55 found find VBN cord-035254-630w2rtn 77 56 to to TO cord-035254-630w2rtn 77 57 be be VB cord-035254-630w2rtn 77 58 smaller small JJR cord-035254-630w2rtn 77 59 than than IN cord-035254-630w2rtn 77 60 , , , cord-035254-630w2rtn 78 1 e.g. e.g. RB cord-035254-630w2rtn 78 2 , , , cord-035254-630w2rtn 78 3 the the DT cord-035254-630w2rtn 78 4 corresponding corresponding JJ cord-035254-630w2rtn 78 5 conservative conservative JJ cord-035254-630w2rtn 78 6 slant slant NN cord-035254-630w2rtn 78 7 of of IN cord-035254-630w2rtn 78 8 The the DT cord-035254-630w2rtn 78 9 Wall Wall NNP cord-035254-630w2rtn 78 10 Street Street NNP cord-035254-630w2rtn 78 11 Journal Journal NNP cord-035254-630w2rtn 78 12 ) ) -RRB- cord-035254-630w2rtn 78 13 33 33 CD cord-035254-630w2rtn 78 14 . . . cord-035254-630w2rtn 79 1 Similarly similarly RB cord-035254-630w2rtn 79 2 , , , cord-035254-630w2rtn 79 3 ABC ABC NNP cord-035254-630w2rtn 79 4 News News NNP cord-035254-630w2rtn 79 5 is be VBZ cord-035254-630w2rtn 79 6 known know VBN cord-035254-630w2rtn 79 7 to to TO cord-035254-630w2rtn 79 8 be be VB cord-035254-630w2rtn 79 9 favored favor VBN cord-035254-630w2rtn 79 10 by by IN cord-035254-630w2rtn 79 11 centrist centrist JJ cord-035254-630w2rtn 79 12 voters voter NNS cord-035254-630w2rtn 79 13 without without IN cord-035254-630w2rtn 79 14 however however RB cord-035254-630w2rtn 79 15 being be VBG cord-035254-630w2rtn 79 16 shunned shun VBN cord-035254-630w2rtn 79 17 by by IN cord-035254-630w2rtn 79 18 partisans partisan NNS cord-035254-630w2rtn 79 19 on on IN cord-035254-630w2rtn 79 20 either either DT cord-035254-630w2rtn 79 21 side side NN cord-035254-630w2rtn 79 22 34 34 CD cord-035254-630w2rtn 79 23 . . . cord-035254-630w2rtn 80 1 In in IN cord-035254-630w2rtn 80 2 the the DT cord-035254-630w2rtn 80 3 online online JJ cord-035254-630w2rtn 80 4 news news NN cord-035254-630w2rtn 80 5 ecosystem ecosystem NN cord-035254-630w2rtn 80 6 , , , cord-035254-630w2rtn 80 7 ABC ABC NNP cord-035254-630w2rtn 80 8 ( ( -LRB- cord-035254-630w2rtn 80 9 combined combine VBN cord-035254-630w2rtn 80 10 with with IN cord-035254-630w2rtn 80 11 Yahoo Yahoo NNP cord-035254-630w2rtn 80 12 ! ! . cord-035254-630w2rtn 80 13 ) ) -RRB- cord-035254-630w2rtn 80 14 and and CC cord-035254-630w2rtn 80 15 NYT NYT NNP cord-035254-630w2rtn 80 16 form form VBP cord-035254-630w2rtn 80 17 some some DT cord-035254-630w2rtn 80 18 of of IN cord-035254-630w2rtn 80 19 the the DT cord-035254-630w2rtn 80 20 most most RBS cord-035254-630w2rtn 80 21 central central JJ cord-035254-630w2rtn 80 22 nodes node NNS cord-035254-630w2rtn 80 23 in in IN cord-035254-630w2rtn 80 24 the the DT cord-035254-630w2rtn 80 25 network network NN cord-035254-630w2rtn 80 26 , , , cord-035254-630w2rtn 80 27 and and CC cord-035254-630w2rtn 80 28 nearly nearly RB cord-035254-630w2rtn 80 29 the the DT cord-035254-630w2rtn 80 30 entire entire JJ cord-035254-630w2rtn 80 31 online online JJ cord-035254-630w2rtn 80 32 news news NN cord-035254-630w2rtn 80 33 audience audience NN cord-035254-630w2rtn 80 34 tends tend VBZ cord-035254-630w2rtn 80 35 to to TO cord-035254-630w2rtn 80 36 congregate congregate VB cord-035254-630w2rtn 80 37 at at IN cord-035254-630w2rtn 80 38 those those DT cord-035254-630w2rtn 80 39 brand brand NN cord-035254-630w2rtn 80 40 - - HYPH cord-035254-630w2rtn 80 41 name name NN cord-035254-630w2rtn 80 42 sites site NNS cord-035254-630w2rtn 80 43 35 35 CD cord-035254-630w2rtn 80 44 . . . cord-035254-630w2rtn 81 1 Specification specification NN cord-035254-630w2rtn 81 2 of of IN cord-035254-630w2rtn 81 3 diversionary diversionary JJ cord-035254-630w2rtn 81 4 topics topic NNS cord-035254-630w2rtn 81 5 on on IN cord-035254-630w2rtn 81 6 Twitter Twitter NNP cord-035254-630w2rtn 81 7 is be VBZ cord-035254-630w2rtn 81 8 challenging challenge VBG cord-035254-630w2rtn 81 9 a a DT cord-035254-630w2rtn 81 10 priori priori NN cord-035254-630w2rtn 81 11 because because IN cord-035254-630w2rtn 81 12 potentially potentially RB cord-035254-630w2rtn 81 13 any any DT cord-035254-630w2rtn 81 14 topic topic NN cord-035254-630w2rtn 81 15 , , , cord-035254-630w2rtn 81 16 other other JJ cord-035254-630w2rtn 81 17 than than IN cord-035254-630w2rtn 81 18 the the DT cord-035254-630w2rtn 81 19 Mueller Mueller NNP cord-035254-630w2rtn 81 20 investigation investigation NN cord-035254-630w2rtn 81 21 itself -PRON- PRP cord-035254-630w2rtn 81 22 , , , cord-035254-630w2rtn 81 23 could could MD cord-035254-630w2rtn 81 24 be be VB cord-035254-630w2rtn 81 25 recruited recruit VBN cord-035254-630w2rtn 81 26 by by IN cord-035254-630w2rtn 81 27 the the DT cord-035254-630w2rtn 81 28 president president NN cord-035254-630w2rtn 81 29 as as IN cord-035254-630w2rtn 81 30 a a DT cord-035254-630w2rtn 81 31 diversionary diversionary JJ cord-035254-630w2rtn 81 32 effort effort NN cord-035254-630w2rtn 81 33 . . . cord-035254-630w2rtn 82 1 We -PRON- PRP cord-035254-630w2rtn 82 2 addressed address VBD cord-035254-630w2rtn 82 3 this this DT cord-035254-630w2rtn 82 4 problem problem NN cord-035254-630w2rtn 82 5 in in IN cord-035254-630w2rtn 82 6 two two CD cord-035254-630w2rtn 82 7 ways way NNS cord-035254-630w2rtn 82 8 . . . cord-035254-630w2rtn 83 1 First first RB cord-035254-630w2rtn 83 2 , , , cord-035254-630w2rtn 83 3 we -PRON- PRP cord-035254-630w2rtn 83 4 conducted conduct VBD cord-035254-630w2rtn 83 5 a a DT cord-035254-630w2rtn 83 6 targeted target VBN cord-035254-630w2rtn 83 7 analysis analysis NN cord-035254-630w2rtn 83 8 in in IN cord-035254-630w2rtn 83 9 which which WDT cord-035254-630w2rtn 83 10 the the DT cord-035254-630w2rtn 83 11 diversionary diversionary JJ cord-035254-630w2rtn 83 12 topics topic NNS cord-035254-630w2rtn 83 13 were be VBD cord-035254-630w2rtn 83 14 stipulated stipulate VBN cord-035254-630w2rtn 83 15 a a DT cord-035254-630w2rtn 83 16 priori priori NN cord-035254-630w2rtn 83 17 to to TO cord-035254-630w2rtn 83 18 be be VB cord-035254-630w2rtn 83 19 those those DT cord-035254-630w2rtn 83 20 that that WDT cord-035254-630w2rtn 83 21 President President NNP cord-035254-630w2rtn 83 22 Trump Trump NNP cord-035254-630w2rtn 83 23 prefers prefer VBZ cord-035254-630w2rtn 83 24 to to TO cord-035254-630w2rtn 83 25 talk talk VB cord-035254-630w2rtn 83 26 about about IN cord-035254-630w2rtn 83 27 , , , cord-035254-630w2rtn 83 28 based base VBN cord-035254-630w2rtn 83 29 on on IN cord-035254-630w2rtn 83 30 our -PRON- PRP$ cord-035254-630w2rtn 83 31 analysis analysis NN cord-035254-630w2rtn 83 32 of of IN cord-035254-630w2rtn 83 33 his -PRON- PRP$ cord-035254-630w2rtn 83 34 political political JJ cord-035254-630w2rtn 83 35 position position NN cord-035254-630w2rtn 83 36 and and CC cord-035254-630w2rtn 83 37 rhetoric rhetoric NN cord-035254-630w2rtn 83 38 during during IN cord-035254-630w2rtn 83 39 the the DT cord-035254-630w2rtn 83 40 first first JJ cord-035254-630w2rtn 83 41 2 2 CD cord-035254-630w2rtn 83 42 years year NNS cord-035254-630w2rtn 83 43 of of IN cord-035254-630w2rtn 83 44 this this DT cord-035254-630w2rtn 83 45 presidency presidency NN cord-035254-630w2rtn 83 46 . . . cord-035254-630w2rtn 84 1 Second second RB cord-035254-630w2rtn 84 2 , , , cord-035254-630w2rtn 84 3 we -PRON- PRP cord-035254-630w2rtn 84 4 conducted conduct VBD cord-035254-630w2rtn 84 5 an an DT cord-035254-630w2rtn 84 6 expanded expand VBN cord-035254-630w2rtn 84 7 analysis analysis NN cord-035254-630w2rtn 84 8 that that WDT cord-035254-630w2rtn 84 9 considered consider VBD cord-035254-630w2rtn 84 10 the the DT cord-035254-630w2rtn 84 11 president president NN cord-035254-630w2rtn 84 12 's 's POS cord-035254-630w2rtn 84 13 entire entire JJ cord-035254-630w2rtn 84 14 Twitter Twitter NNP cord-035254-630w2rtn 84 15 vocabulary vocabulary NN cord-035254-630w2rtn 84 16 as as IN cord-035254-630w2rtn 84 17 a a DT cord-035254-630w2rtn 84 18 potential potential JJ cord-035254-630w2rtn 84 19 source source NN cord-035254-630w2rtn 84 20 of of IN cord-035254-630w2rtn 84 21 diversion diversion NN cord-035254-630w2rtn 84 22 . . . cord-035254-630w2rtn 85 1 This this DT cord-035254-630w2rtn 85 2 analysis analysis NN cord-035254-630w2rtn 85 3 allowed allow VBN cord-035254-630w2rtn 85 4 for for IN cord-035254-630w2rtn 85 5 the the DT cord-035254-630w2rtn 85 6 possibility possibility NN cord-035254-630w2rtn 85 7 that that IN cord-035254-630w2rtn 85 8 Trump Trump NNP cord-035254-630w2rtn 85 9 would would MD cord-035254-630w2rtn 85 10 divert divert VB cord-035254-630w2rtn 85 11 by by IN cord-035254-630w2rtn 85 12 highlighting highlight VBG cord-035254-630w2rtn 85 13 topics topic NNS cord-035254-630w2rtn 85 14 other other JJ cord-035254-630w2rtn 85 15 than than IN cord-035254-630w2rtn 85 16 those those DT cord-035254-630w2rtn 85 17 that that WDT cord-035254-630w2rtn 85 18 he -PRON- PRP cord-035254-630w2rtn 85 19 consistently consistently RB cord-035254-630w2rtn 85 20 favors favor VBZ cord-035254-630w2rtn 85 21 . . . cord-035254-630w2rtn 86 1 Both both DT cord-035254-630w2rtn 86 2 analyses analysis NNS cord-035254-630w2rtn 86 3 included include VBD cord-035254-630w2rtn 86 4 a a DT cord-035254-630w2rtn 86 5 number number NN cord-035254-630w2rtn 86 6 of of IN cord-035254-630w2rtn 86 7 controls control NNS cord-035254-630w2rtn 86 8 and and CC cord-035254-630w2rtn 86 9 robustness robustness NN cord-035254-630w2rtn 86 10 checks check NNS cord-035254-630w2rtn 86 11 , , , cord-035254-630w2rtn 86 12 such such JJ cord-035254-630w2rtn 86 13 as as IN cord-035254-630w2rtn 86 14 randomization randomization NN cord-035254-630w2rtn 86 15 , , , cord-035254-630w2rtn 86 16 sensitivity sensitivity NN cord-035254-630w2rtn 86 17 analyses analysis NNS cord-035254-630w2rtn 86 18 , , , cord-035254-630w2rtn 86 19 and and CC cord-035254-630w2rtn 86 20 the the DT cord-035254-630w2rtn 86 21 use use NN cord-035254-630w2rtn 86 22 of of IN cord-035254-630w2rtn 86 23 placebo placebo NN cord-035254-630w2rtn 86 24 keywords keyword NNS cord-035254-630w2rtn 86 25 , , , cord-035254-630w2rtn 86 26 to to TO cord-035254-630w2rtn 86 27 rule rule VB cord-035254-630w2rtn 86 28 out out RP cord-035254-630w2rtn 86 29 artifactual artifactual JJ cord-035254-630w2rtn 86 30 explanations explanation NNS cord-035254-630w2rtn 86 31 . . . cord-035254-630w2rtn 87 1 Both both DT cord-035254-630w2rtn 87 2 analyses analysis NNS cord-035254-630w2rtn 87 3 were be VBD cord-035254-630w2rtn 87 4 approached approach VBN cord-035254-630w2rtn 87 5 in in IN cord-035254-630w2rtn 87 6 two two CD cord-035254-630w2rtn 87 7 different different JJ cord-035254-630w2rtn 87 8 ways way NNS cord-035254-630w2rtn 87 9 . . . cord-035254-630w2rtn 88 1 The the DT cord-035254-630w2rtn 88 2 first first JJ cord-035254-630w2rtn 88 3 approach approach NN cord-035254-630w2rtn 88 4 fitted fit VBD cord-035254-630w2rtn 88 5 two two CD cord-035254-630w2rtn 88 6 independent independent JJ cord-035254-630w2rtn 88 7 ordinary ordinary JJ cord-035254-630w2rtn 88 8 least least JJS cord-035254-630w2rtn 88 9 squares square NNS cord-035254-630w2rtn 88 10 ( ( -LRB- cord-035254-630w2rtn 88 11 OLS OLS NNP cord-035254-630w2rtn 88 12 ) ) -RRB- cord-035254-630w2rtn 88 13 regression regression NN cord-035254-630w2rtn 88 14 models model NNS cord-035254-630w2rtn 88 15 that that WDT cord-035254-630w2rtn 88 16 ( ( -LRB- cord-035254-630w2rtn 88 17 a a LS cord-035254-630w2rtn 88 18 ) ) -RRB- cord-035254-630w2rtn 88 19 predicted predict VBN cord-035254-630w2rtn 88 20 diversion diversion NN cord-035254-630w2rtn 88 21 from from IN cord-035254-630w2rtn 88 22 Mueller Mueller NNP cord-035254-630w2rtn 88 23 coverage coverage NN cord-035254-630w2rtn 88 24 and and CC cord-035254-630w2rtn 88 25 ( ( -LRB- cord-035254-630w2rtn 88 26 b b NN cord-035254-630w2rtn 88 27 ) ) -RRB- cord-035254-630w2rtn 88 28 captured capture VBD cord-035254-630w2rtn 88 29 a a DT cord-035254-630w2rtn 88 30 suppression suppression NN cord-035254-630w2rtn 88 31 of of IN cord-035254-630w2rtn 88 32 Mueller Mueller NNP cord-035254-630w2rtn 88 33 coverage coverage NN cord-035254-630w2rtn 88 34 in in IN cord-035254-630w2rtn 88 35 the the DT cord-035254-630w2rtn 88 36 media medium NNS cord-035254-630w2rtn 88 37 as as IN cord-035254-630w2rtn 88 38 a a DT cord-035254-630w2rtn 88 39 downstream downstream JJ cord-035254-630w2rtn 88 40 consequence consequence NN cord-035254-630w2rtn 88 41 of of IN cord-035254-630w2rtn 88 42 diversion diversion NN cord-035254-630w2rtn 88 43 ( ( -LRB- cord-035254-630w2rtn 88 44 see see VB cord-035254-630w2rtn 88 45 Fig Fig NNP cord-035254-630w2rtn 88 46 . . . cord-035254-630w2rtn 89 1 1 1 CD cord-035254-630w2rtn 89 2 and and CC cord-035254-630w2rtn 89 3 " " `` cord-035254-630w2rtn 89 4 Methods method NNS cord-035254-630w2rtn 89 5 " " '' cord-035254-630w2rtn 89 6 ) ) -RRB- cord-035254-630w2rtn 89 7 . . . cord-035254-630w2rtn 90 1 The the DT cord-035254-630w2rtn 90 2 second second JJ cord-035254-630w2rtn 90 3 approach approach NN cord-035254-630w2rtn 90 4 used use VBD cord-035254-630w2rtn 90 5 a a DT cord-035254-630w2rtn 90 6 three three CD cord-035254-630w2rtn 90 7 - - HYPH cord-035254-630w2rtn 90 8 stage stage NN cord-035254-630w2rtn 90 9 least least JJS cord-035254-630w2rtn 90 10 squares square NNS cord-035254-630w2rtn 90 11 ( ( -LRB- cord-035254-630w2rtn 90 12 3SLS 3sls LS cord-035254-630w2rtn 90 13 ) ) -RRB- cord-035254-630w2rtn 90 14 regression regression NN cord-035254-630w2rtn 90 15 model model NN cord-035254-630w2rtn 90 16 . . . cord-035254-630w2rtn 91 1 In in IN cord-035254-630w2rtn 91 2 a a DT cord-035254-630w2rtn 91 3 3SLS 3sls JJ cord-035254-630w2rtn 91 4 regression regression NN cord-035254-630w2rtn 91 5 , , , cord-035254-630w2rtn 91 6 multiple multiple JJ cord-035254-630w2rtn 91 7 equations equation NNS cord-035254-630w2rtn 91 8 are be VBP cord-035254-630w2rtn 91 9 estimated estimate VBN cord-035254-630w2rtn 91 10 simultaneously simultaneously RB cord-035254-630w2rtn 91 11 ; ; : cord-035254-630w2rtn 91 12 in in IN cord-035254-630w2rtn 91 13 our -PRON- PRP$ cord-035254-630w2rtn 91 14 case case NN cord-035254-630w2rtn 91 15 there there EX cord-035254-630w2rtn 91 16 are be VBP cord-035254-630w2rtn 91 17 two two CD cord-035254-630w2rtn 91 18 equations equation NNS cord-035254-630w2rtn 91 19 that that WDT cord-035254-630w2rtn 91 20 capture capture VBP cord-035254-630w2rtn 91 21 diversion diversion NN cord-035254-630w2rtn 91 22 and and CC cord-035254-630w2rtn 91 23 suppression suppression NN cord-035254-630w2rtn 91 24 , , , cord-035254-630w2rtn 91 25 respectively respectively RB cord-035254-630w2rtn 91 26 . . . cord-035254-630w2rtn 92 1 This this DT cord-035254-630w2rtn 92 2 approach approach NN cord-035254-630w2rtn 92 3 is be VBZ cord-035254-630w2rtn 92 4 particularly particularly RB cord-035254-630w2rtn 92 5 suitable suitable JJ cord-035254-630w2rtn 92 6 when when WRB cord-035254-630w2rtn 92 7 phenomena phenomenon NNS cord-035254-630w2rtn 92 8 may may MD cord-035254-630w2rtn 92 9 be be VB cord-035254-630w2rtn 92 10 reciprocally reciprocally RB cord-035254-630w2rtn 92 11 causal causal JJ cord-035254-630w2rtn 92 12 . . . cord-035254-630w2rtn 93 1 Targeted target VBN cord-035254-630w2rtn 93 2 analysis analysis NN cord-035254-630w2rtn 93 3 . . . cord-035254-630w2rtn 94 1 The the DT cord-035254-630w2rtn 94 2 targeted target VBN cord-035254-630w2rtn 94 3 analysis analysis NN cord-035254-630w2rtn 94 4 focused focus VBN cord-035254-630w2rtn 94 5 on on IN cord-035254-630w2rtn 94 6 the the DT cord-035254-630w2rtn 94 7 association association NN cord-035254-630w2rtn 94 8 between between IN cord-035254-630w2rtn 94 9 media medium NNS cord-035254-630w2rtn 94 10 coverage coverage NN cord-035254-630w2rtn 94 11 of of IN cord-035254-630w2rtn 94 12 the the DT cord-035254-630w2rtn 94 13 Mueller Mueller NNP cord-035254-630w2rtn 94 14 investigation investigation NN cord-035254-630w2rtn 94 15 and and CC cord-035254-630w2rtn 94 16 President President NNP cord-035254-630w2rtn 94 17 Trump Trump NNP cord-035254-630w2rtn 94 18 's 's POS cord-035254-630w2rtn 94 19 use use NN cord-035254-630w2rtn 94 20 of of IN cord-035254-630w2rtn 94 21 Twitter Twitter NNP cord-035254-630w2rtn 94 22 to to TO cord-035254-630w2rtn 94 23 divert divert VB cord-035254-630w2rtn 94 24 attention attention NN cord-035254-630w2rtn 94 25 from from IN cord-035254-630w2rtn 94 26 that that DT cord-035254-630w2rtn 94 27 coverage coverage NN cord-035254-630w2rtn 94 28 . . . cord-035254-630w2rtn 95 1 The the DT cord-035254-630w2rtn 95 2 analysis analysis NN cord-035254-630w2rtn 95 3 also also RB cord-035254-630w2rtn 95 4 asked ask VBD cord-035254-630w2rtn 95 5 whether whether IN cord-035254-630w2rtn 95 6 that that DT cord-035254-630w2rtn 95 7 diversion diversion NN cord-035254-630w2rtn 95 8 , , , cord-035254-630w2rtn 95 9 if if IN cord-035254-630w2rtn 95 10 it -PRON- PRP cord-035254-630w2rtn 95 11 is be VBZ cord-035254-630w2rtn 95 12 triggered trigger VBN cord-035254-630w2rtn 95 13 , , , cord-035254-630w2rtn 95 14 might may MD cord-035254-630w2rtn 95 15 in in IN cord-035254-630w2rtn 95 16 turn turn VB cord-035254-630w2rtn 95 17 suppress suppress VB cord-035254-630w2rtn 95 18 media medium NNS cord-035254-630w2rtn 95 19 coverage coverage NN cord-035254-630w2rtn 95 20 of of IN cord-035254-630w2rtn 95 21 the the DT cord-035254-630w2rtn 95 22 Mueller Mueller NNP cord-035254-630w2rtn 95 23 investigation investigation NN cord-035254-630w2rtn 95 24 . . . cord-035254-630w2rtn 96 1 We -PRON- PRP cord-035254-630w2rtn 96 2 assumed assume VBD cord-035254-630w2rtn 96 3 that that IN cord-035254-630w2rtn 96 4 the the DT cord-035254-630w2rtn 96 5 president president NN cord-035254-630w2rtn 96 6 's 's POS cord-035254-630w2rtn 96 7 tweets tweet NNS cord-035254-630w2rtn 96 8 would would MD cord-035254-630w2rtn 96 9 divert divert VB cord-035254-630w2rtn 96 10 attention attention NN cord-035254-630w2rtn 96 11 from from IN cord-035254-630w2rtn 96 12 Mueller Mueller NNP cord-035254-630w2rtn 96 13 to to IN cord-035254-630w2rtn 96 14 his -PRON- PRP$ cord-035254-630w2rtn 96 15 preferred preferred JJ cord-035254-630w2rtn 96 16 topics topic NNS cord-035254-630w2rtn 96 17 . . . cord-035254-630w2rtn 97 1 We -PRON- PRP cord-035254-630w2rtn 97 2 considered consider VBD cord-035254-630w2rtn 97 3 the the DT cord-035254-630w2rtn 97 4 three three CD cord-035254-630w2rtn 97 5 keywords keyword NNS cord-035254-630w2rtn 97 6 " " `` cord-035254-630w2rtn 97 7 China China NNP cord-035254-630w2rtn 97 8 , , , cord-035254-630w2rtn 97 9 " " '' cord-035254-630w2rtn 97 10 " " `` cord-035254-630w2rtn 97 11 jobs job NNS cord-035254-630w2rtn 97 12 , , , cord-035254-630w2rtn 97 13 " " '' cord-035254-630w2rtn 97 14 and and CC cord-035254-630w2rtn 97 15 " " `` cord-035254-630w2rtn 97 16 immigration immigration NN cord-035254-630w2rtn 97 17 " " '' cord-035254-630w2rtn 97 18 as as IN cord-035254-630w2rtn 97 19 markers marker NNS cord-035254-630w2rtn 97 20 of of IN cord-035254-630w2rtn 97 21 those those DT cord-035254-630w2rtn 97 22 topics topic NNS cord-035254-630w2rtn 97 23 and and CC cord-035254-630w2rtn 97 24 explored explore VBD cord-035254-630w2rtn 97 25 all all DT cord-035254-630w2rtn 97 26 combinations combination NNS cord-035254-630w2rtn 97 27 of of IN cord-035254-630w2rtn 97 28 those those DT cord-035254-630w2rtn 97 29 words word NNS cord-035254-630w2rtn 97 30 being be VBG cord-035254-630w2rtn 97 31 used use VBN cord-035254-630w2rtn 97 32 in in IN cord-035254-630w2rtn 97 33 Trump Trump NNP cord-035254-630w2rtn 97 34 's 's POS cord-035254-630w2rtn 97 35 tweets tweet NNS cord-035254-630w2rtn 97 36 . . . cord-035254-630w2rtn 98 1 Our -PRON- PRP$ cord-035254-630w2rtn 98 2 choice choice NN cord-035254-630w2rtn 98 3 of of IN cord-035254-630w2rtn 98 4 keywords keyword NNS cord-035254-630w2rtn 98 5 was be VBD cord-035254-630w2rtn 98 6 based base VBN cord-035254-630w2rtn 98 7 on on IN cord-035254-630w2rtn 98 8 the the DT cord-035254-630w2rtn 98 9 following follow VBG cord-035254-630w2rtn 98 10 considerations consideration NNS cord-035254-630w2rtn 98 11 . . . cord-035254-630w2rtn 99 1 First first RB cord-035254-630w2rtn 99 2 , , , cord-035254-630w2rtn 99 3 at at IN cord-035254-630w2rtn 99 4 the the DT cord-035254-630w2rtn 99 5 time time NN cord-035254-630w2rtn 99 6 of of IN cord-035254-630w2rtn 99 7 analysis analysis NN cord-035254-630w2rtn 99 8 , , , cord-035254-630w2rtn 99 9 which which WDT cord-035254-630w2rtn 99 10 predates predate VBZ cord-035254-630w2rtn 99 11 the the DT cord-035254-630w2rtn 99 12 COVID-19 COVID-19 NNP cord-035254-630w2rtn 99 13 crisis crisis NN cord-035254-630w2rtn 99 14 , , , cord-035254-630w2rtn 99 15 the the DT cord-035254-630w2rtn 99 16 US US NNP cord-035254-630w2rtn 99 17 unemployment unemployment NN cord-035254-630w2rtn 99 18 rate rate NN cord-035254-630w2rtn 99 19 was be VBD cord-035254-630w2rtn 99 20 at at IN cord-035254-630w2rtn 99 21 its -PRON- PRP$ cord-035254-630w2rtn 99 22 lowest low JJS cord-035254-630w2rtn 99 23 in in IN cord-035254-630w2rtn 99 24 at at RB cord-035254-630w2rtn 99 25 least least JJS cord-035254-630w2rtn 99 26 a a DT cord-035254-630w2rtn 99 27 decade decade NN cord-035254-630w2rtn 99 28 ( ( -LRB- cord-035254-630w2rtn 99 29 3.8 3.8 CD cord-035254-630w2rtn 99 30 % % NN cord-035254-630w2rtn 99 31 in in IN cord-035254-630w2rtn 99 32 2019 2019 CD cord-035254-630w2rtn 99 33 , , , cord-035254-630w2rtn 99 34 monthly monthly JJ cord-035254-630w2rtn 99 35 rates rate NNS cord-035254-630w2rtn 99 36 provided provide VBN cord-035254-630w2rtn 99 37 by by IN cord-035254-630w2rtn 99 38 the the DT cord-035254-630w2rtn 99 39 Bureau Bureau NNP cord-035254-630w2rtn 99 40 of of IN cord-035254-630w2rtn 99 41 Labour Labour NNP cord-035254-630w2rtn 99 42 Statistics Statistics NNP cord-035254-630w2rtn 99 43 averaged average VBD cord-035254-630w2rtn 99 44 through through IN cord-035254-630w2rtn 99 45 June June NNP cord-035254-630w2rtn 99 46 ; ; : cord-035254-630w2rtn 99 47 https://www.bls.gov/webapps/legacy/cpsatab1.htm https://www.bls.gov/webapps/legacy/cpsatab1.htm NNP cord-035254-630w2rtn 99 48 ) ) -RRB- cord-035254-630w2rtn 99 49 , , , cord-035254-630w2rtn 99 50 and and CC cord-035254-630w2rtn 99 51 President President NNP cord-035254-630w2rtn 99 52 Trump Trump NNP cord-035254-630w2rtn 99 53 is be VBZ cord-035254-630w2rtn 99 54 routinely routinely RB cord-035254-630w2rtn 99 55 claiming claim VBG cord-035254-630w2rtn 99 56 credit credit NN cord-035254-630w2rtn 99 57 for for IN cord-035254-630w2rtn 99 58 job job NN cord-035254-630w2rtn 99 59 creation creation NN cord-035254-630w2rtn 99 60 36 36 CD cord-035254-630w2rtn 99 61 . . . cord-035254-630w2rtn 100 1 The the DT cord-035254-630w2rtn 100 2 president president NN cord-035254-630w2rtn 100 3 has have VBZ cord-035254-630w2rtn 100 4 also also RB cord-035254-630w2rtn 100 5 made make VBN cord-035254-630w2rtn 100 6 China China NNP cord-035254-630w2rtn 100 7 - - HYPH cord-035254-630w2rtn 100 8 related relate VBN cord-035254-630w2rtn 100 9 issues issue NNS cord-035254-630w2rtn 100 10 some some DT cord-035254-630w2rtn 100 11 of of IN cord-035254-630w2rtn 100 12 his -PRON- PRP$ cord-035254-630w2rtn 100 13 main main JJ cord-035254-630w2rtn 100 14 international international JJ cord-035254-630w2rtn 100 15 policy policy NN cord-035254-630w2rtn 100 16 topics topic NNS cord-035254-630w2rtn 100 17 ( ( -LRB- cord-035254-630w2rtn 100 18 e.g. e.g. RB cord-035254-630w2rtn 100 19 , , , cord-035254-630w2rtn 100 20 when when WRB cord-035254-630w2rtn 100 21 it -PRON- PRP cord-035254-630w2rtn 100 22 comes come VBZ cord-035254-630w2rtn 100 23 to to IN cord-035254-630w2rtn 100 24 international international JJ cord-035254-630w2rtn 100 25 trade trade NN cord-035254-630w2rtn 100 26 ) ) -RRB- cord-035254-630w2rtn 100 27 37 37 CD cord-035254-630w2rtn 100 28 , , , cord-035254-630w2rtn 100 29 suggesting suggest VBG cord-035254-630w2rtn 100 30 that that IN cord-035254-630w2rtn 100 31 this this DT cord-035254-630w2rtn 100 32 is be VBZ cord-035254-630w2rtn 100 33 also also RB cord-035254-630w2rtn 100 34 one one CD cord-035254-630w2rtn 100 35 of of IN cord-035254-630w2rtn 100 36 his -PRON- PRP$ cord-035254-630w2rtn 100 37 focal focal JJ cord-035254-630w2rtn 100 38 areas area NNS cord-035254-630w2rtn 100 39 of of IN cord-035254-630w2rtn 100 40 political political JJ cord-035254-630w2rtn 100 41 activity activity NN cord-035254-630w2rtn 100 42 . . . cord-035254-630w2rtn 101 1 Finally finally RB cord-035254-630w2rtn 101 2 , , , cord-035254-630w2rtn 101 3 controlling control VBG cord-035254-630w2rtn 101 4 and and CC cord-035254-630w2rtn 101 5 curtailing curtail VBG cord-035254-630w2rtn 101 6 immigration immigration NN cord-035254-630w2rtn 101 7 was be VBD cord-035254-630w2rtn 101 8 central central JJ cord-035254-630w2rtn 101 9 to to IN cord-035254-630w2rtn 101 10 Trump Trump NNP cord-035254-630w2rtn 101 11 's 's POS cord-035254-630w2rtn 101 12 election election NN cord-035254-630w2rtn 101 13 campaign campaign NN cord-035254-630w2rtn 101 14 and and CC cord-035254-630w2rtn 101 15 continues continue VBZ cord-035254-630w2rtn 101 16 to to TO cord-035254-630w2rtn 101 17 be be VB cord-035254-630w2rtn 101 18 a a DT cord-035254-630w2rtn 101 19 major major JJ cord-035254-630w2rtn 101 20 policy policy NN cord-035254-630w2rtn 101 21 plank plank NN cord-035254-630w2rtn 101 22 . . . cord-035254-630w2rtn 102 1 In in IN cord-035254-630w2rtn 102 2 further further JJ cord-035254-630w2rtn 102 3 support support NN cord-035254-630w2rtn 102 4 of of IN cord-035254-630w2rtn 102 5 our -PRON- PRP$ cord-035254-630w2rtn 102 6 choice choice NN cord-035254-630w2rtn 102 7 of of IN cord-035254-630w2rtn 102 8 keywords keyword NNS cord-035254-630w2rtn 102 9 , , , cord-035254-630w2rtn 102 10 an an DT cord-035254-630w2rtn 102 11 analysis analysis NN cord-035254-630w2rtn 102 12 of of IN cord-035254-630w2rtn 102 13 Donald Donald NNP cord-035254-630w2rtn 102 14 Trump Trump NNP cord-035254-630w2rtn 102 15 's 's POS cord-035254-630w2rtn 102 16 campaign campaign NN cord-035254-630w2rtn 102 17 Fig Fig NNP cord-035254-630w2rtn 102 18 . . . cord-035254-630w2rtn 102 19 1 1 CD cord-035254-630w2rtn 103 1 The the DT cord-035254-630w2rtn 103 2 center center NN cord-035254-630w2rtn 103 3 panel panel NN cord-035254-630w2rtn 103 4 shows show VBZ cord-035254-630w2rtn 103 5 a a DT cord-035254-630w2rtn 103 6 conceptual conceptual JJ cord-035254-630w2rtn 103 7 model model NN cord-035254-630w2rtn 103 8 of of IN cord-035254-630w2rtn 103 9 potential potential JJ cord-035254-630w2rtn 103 10 strategic strategic JJ cord-035254-630w2rtn 103 11 diversion diversion NN cord-035254-630w2rtn 103 12 by by IN cord-035254-630w2rtn 103 13 Donald Donald NNP cord-035254-630w2rtn 103 14 Trump Trump NNP cord-035254-630w2rtn 103 15 via via IN cord-035254-630w2rtn 103 16 Twitter Twitter NNP cord-035254-630w2rtn 103 17 ( ( -LRB- cord-035254-630w2rtn 103 18 where where WRB cord-035254-630w2rtn 103 19 his -PRON- PRP$ cord-035254-630w2rtn 103 20 handle handle NN cord-035254-630w2rtn 103 21 is be VBZ cord-035254-630w2rtn 103 22 @realDonaldTrump @realdonaldtrump JJ cord-035254-630w2rtn 103 23 ) ) -RRB- cord-035254-630w2rtn 103 24 . . . cord-035254-630w2rtn 104 1 The the DT cord-035254-630w2rtn 104 2 word word NN cord-035254-630w2rtn 104 3 cloud cloud NN cord-035254-630w2rtn 104 4 on on IN cord-035254-630w2rtn 104 5 the the DT cord-035254-630w2rtn 104 6 left left NN cord-035254-630w2rtn 104 7 contains contain VBZ cord-035254-630w2rtn 104 8 the the DT cord-035254-630w2rtn 104 9 50 50 CD cord-035254-630w2rtn 104 10 most most RBS cord-035254-630w2rtn 104 11 frequent frequent JJ cord-035254-630w2rtn 104 12 words word NNS cord-035254-630w2rtn 104 13 from from IN cord-035254-630w2rtn 104 14 all all DT cord-035254-630w2rtn 104 15 articles article NNS cord-035254-630w2rtn 104 16 in in IN cord-035254-630w2rtn 104 17 the the DT cord-035254-630w2rtn 104 18 NYT NYT NNP cord-035254-630w2rtn 104 19 that that WDT cord-035254-630w2rtn 104 20 contained contain VBD cord-035254-630w2rtn 104 21 " " `` cord-035254-630w2rtn 104 22 Russia Russia NNP cord-035254-630w2rtn 104 23 " " '' cord-035254-630w2rtn 104 24 or or CC cord-035254-630w2rtn 104 25 " " `` cord-035254-630w2rtn 104 26 Mueller Mueller NNP cord-035254-630w2rtn 104 27 " " '' cord-035254-630w2rtn 104 28 as as IN cord-035254-630w2rtn 104 29 keywords keyword NNS cord-035254-630w2rtn 104 30 . . . cord-035254-630w2rtn 105 1 The the DT cord-035254-630w2rtn 105 2 NYT NYT NNP cord-035254-630w2rtn 105 3 articles article NNS cord-035254-630w2rtn 105 4 captured capture VBN cord-035254-630w2rtn 105 5 by by IN cord-035254-630w2rtn 105 6 the the DT cord-035254-630w2rtn 105 7 word word NN cord-035254-630w2rtn 105 8 cloud cloud NN cord-035254-630w2rtn 105 9 contained contain VBD cord-035254-630w2rtn 105 10 a a DT cord-035254-630w2rtn 105 11 total total NN cord-035254-630w2rtn 105 12 of of IN cord-035254-630w2rtn 105 13 146,307 146,307 CD cord-035254-630w2rtn 105 14 unique unique JJ cord-035254-630w2rtn 105 15 words word NNS cord-035254-630w2rtn 105 16 . . . cord-035254-630w2rtn 106 1 We -PRON- PRP cord-035254-630w2rtn 106 2 excluded exclude VBD cord-035254-630w2rtn 106 3 " " `` cord-035254-630w2rtn 106 4 president president NN cord-035254-630w2rtn 106 5 " " '' cord-035254-630w2rtn 106 6 and and CC cord-035254-630w2rtn 106 7 " " `` cord-035254-630w2rtn 106 8 Trump Trump NNP cord-035254-630w2rtn 106 9 " " '' cord-035254-630w2rtn 106 10 because because IN cord-035254-630w2rtn 106 11 of of IN cord-035254-630w2rtn 106 12 their -PRON- PRP$ cord-035254-630w2rtn 106 13 outlying outlying JJ cord-035254-630w2rtn 106 14 high high JJ cord-035254-630w2rtn 106 15 frequency frequency NN cord-035254-630w2rtn 106 16 . . . cord-035254-630w2rtn 107 1 In in IN cord-035254-630w2rtn 107 2 addition addition NN cord-035254-630w2rtn 107 3 to to IN cord-035254-630w2rtn 107 4 the the DT cord-035254-630w2rtn 107 5 50 50 CD cord-035254-630w2rtn 107 6 words word NNS cord-035254-630w2rtn 107 7 shown show VBN cord-035254-630w2rtn 107 8 here here RB cord-035254-630w2rtn 107 9 , , , cord-035254-630w2rtn 107 10 the the DT cord-035254-630w2rtn 107 11 top top JJ cord-035254-630w2rtn 107 12 1 1 CD cord-035254-630w2rtn 107 13 % % NN cord-035254-630w2rtn 107 14 of of IN cord-035254-630w2rtn 107 15 high high JJ cord-035254-630w2rtn 107 16 - - HYPH cord-035254-630w2rtn 107 17 frequency frequency NN cord-035254-630w2rtn 107 18 items item NNS cord-035254-630w2rtn 107 19 included include VBD cord-035254-630w2rtn 107 20 terms term NNS cord-035254-630w2rtn 107 21 such such JJ cord-035254-630w2rtn 107 22 as as IN cord-035254-630w2rtn 107 23 " " `` cord-035254-630w2rtn 107 24 collusion collusion NN cord-035254-630w2rtn 107 25 , , , cord-035254-630w2rtn 107 26 " " '' cord-035254-630w2rtn 107 27 " " `` cord-035254-630w2rtn 107 28 impeachment impeachment NN cord-035254-630w2rtn 107 29 , , , cord-035254-630w2rtn 107 30 " " '' cord-035254-630w2rtn 107 31 " " `` cord-035254-630w2rtn 107 32 conspiracy conspiracy NN cord-035254-630w2rtn 107 33 , , , cord-035254-630w2rtn 107 34 " " '' cord-035254-630w2rtn 107 35 and and CC cord-035254-630w2rtn 107 36 numerous numerous JJ cord-035254-630w2rtn 107 37 names name NNS cord-035254-630w2rtn 107 38 of of IN cord-035254-630w2rtn 107 39 actors actor NNS cord-035254-630w2rtn 107 40 relevant relevant JJ cord-035254-630w2rtn 107 41 to to IN cord-035254-630w2rtn 107 42 the the DT cord-035254-630w2rtn 107 43 investigation investigation NN cord-035254-630w2rtn 107 44 , , , cord-035254-630w2rtn 107 45 such such JJ cord-035254-630w2rtn 107 46 as as IN cord-035254-630w2rtn 107 47 " " `` cord-035254-630w2rtn 107 48 Mueller Mueller NNP cord-035254-630w2rtn 107 49 , , , cord-035254-630w2rtn 107 50 " " '' cord-035254-630w2rtn 107 51 " " `` cord-035254-630w2rtn 107 52 Putin Putin NNP cord-035254-630w2rtn 107 53 , , , cord-035254-630w2rtn 107 54 " " '' cord-035254-630w2rtn 107 55 " " `` cord-035254-630w2rtn 107 56 Comey Comey NNP cord-035254-630w2rtn 107 57 , , , cord-035254-630w2rtn 107 58 " " '' cord-035254-630w2rtn 107 59 " " `` cord-035254-630w2rtn 107 60 Manafort Manafort NNP cord-035254-630w2rtn 107 61 , , , cord-035254-630w2rtn 107 62 " " '' cord-035254-630w2rtn 107 63 and and CC cord-035254-630w2rtn 107 64 so so RB cord-035254-630w2rtn 107 65 on on RB cord-035254-630w2rtn 107 66 . . . cord-035254-630w2rtn 108 1 The the DT cord-035254-630w2rtn 108 2 word word NN cord-035254-630w2rtn 108 3 cloud cloud NN cord-035254-630w2rtn 108 4 on on IN cord-035254-630w2rtn 108 5 the the DT cord-035254-630w2rtn 108 6 right right NN cord-035254-630w2rtn 108 7 represents represent VBZ cord-035254-630w2rtn 108 8 the the DT cord-035254-630w2rtn 108 9 50 50 CD cord-035254-630w2rtn 108 10 most most RBS cord-035254-630w2rtn 108 11 frequent frequent JJ cord-035254-630w2rtn 108 12 words word NNS cord-035254-630w2rtn 108 13 occurring occur VBG cord-035254-630w2rtn 108 14 in in IN cord-035254-630w2rtn 108 15 Donald Donald NNP cord-035254-630w2rtn 108 16 Trump Trump NNP cord-035254-630w2rtn 108 17 's 's POS cord-035254-630w2rtn 108 18 tweets tweet NNS cord-035254-630w2rtn 108 19 that that WDT cord-035254-630w2rtn 108 20 were be VBD cord-035254-630w2rtn 108 21 chosen choose VBN cord-035254-630w2rtn 108 22 , , , cord-035254-630w2rtn 108 23 on on IN cord-035254-630w2rtn 108 24 the the DT cord-035254-630w2rtn 108 25 basis basis NN cord-035254-630w2rtn 108 26 of of IN cord-035254-630w2rtn 108 27 keywords keyword NNS cord-035254-630w2rtn 108 28 , , , cord-035254-630w2rtn 108 29 to to TO cord-035254-630w2rtn 108 30 represent represent VB cord-035254-630w2rtn 108 31 his -PRON- PRP$ cord-035254-630w2rtn 108 32 preferred preferred JJ cord-035254-630w2rtn 108 33 topics topic NNS cord-035254-630w2rtn 108 34 . . . cord-035254-630w2rtn 109 1 The the DT cord-035254-630w2rtn 109 2 expected expected JJ cord-035254-630w2rtn 109 3 sign sign NN cord-035254-630w2rtn 109 4 of of IN cord-035254-630w2rtn 109 5 the the DT cord-035254-630w2rtn 109 6 regression regression NN cord-035254-630w2rtn 109 7 coefficient coefficient NN cord-035254-630w2rtn 109 8 is be VBZ cord-035254-630w2rtn 109 9 shown show VBN cord-035254-630w2rtn 109 10 next next RB cord-035254-630w2rtn 109 11 to to IN cord-035254-630w2rtn 109 12 each each DT cord-035254-630w2rtn 109 13 path path NN cord-035254-630w2rtn 109 14 and and CC cord-035254-630w2rtn 109 15 is be VBZ cord-035254-630w2rtn 109 16 identical identical JJ cord-035254-630w2rtn 109 17 for for IN cord-035254-630w2rtn 109 18 both both DT cord-035254-630w2rtn 109 19 approaches approach NNS cord-035254-630w2rtn 109 20 ( ( -LRB- cord-035254-630w2rtn 109 21 OLS OLS NNP cord-035254-630w2rtn 109 22 and and CC cord-035254-630w2rtn 109 23 3SLS 3SLS NNP cord-035254-630w2rtn 109 24 ) ) -RRB- cord-035254-630w2rtn 109 25 . . . cord-035254-630w2rtn 110 1 The the DT cord-035254-630w2rtn 110 2 delay delay NN cord-035254-630w2rtn 110 3 between between IN cord-035254-630w2rtn 110 4 media medium NNS cord-035254-630w2rtn 110 5 coverage coverage NN cord-035254-630w2rtn 110 6 and and CC cord-035254-630w2rtn 110 7 diversionary diversionary JJ cord-035254-630w2rtn 110 8 tweets tweet NNS cord-035254-630w2rtn 110 9 is be VBZ cord-035254-630w2rtn 110 10 assumed assume VBN cord-035254-630w2rtn 110 11 to to TO cord-035254-630w2rtn 110 12 be be VB cord-035254-630w2rtn 110 13 shorter short JJR cord-035254-630w2rtn 110 14 than than IN cord-035254-630w2rtn 110 15 the the DT cord-035254-630w2rtn 110 16 subsequent subsequent JJ cord-035254-630w2rtn 110 17 response response NN cord-035254-630w2rtn 110 18 of of IN cord-035254-630w2rtn 110 19 the the DT cord-035254-630w2rtn 110 20 media medium NNS cord-035254-630w2rtn 110 21 to to IN cord-035254-630w2rtn 110 22 the the DT cord-035254-630w2rtn 110 23 diversion diversion NN cord-035254-630w2rtn 110 24 . . . cord-035254-630w2rtn 111 1 This this DT cord-035254-630w2rtn 111 2 reflects reflect VBZ cord-035254-630w2rtn 111 3 the the DT cord-035254-630w2rtn 111 4 relative relative JJ cord-035254-630w2rtn 111 5 sluggishness sluggishness NN cord-035254-630w2rtn 111 6 of of IN cord-035254-630w2rtn 111 7 the the DT cord-035254-630w2rtn 111 8 news news NN cord-035254-630w2rtn 111 9 cycle cycle NN cord-035254-630w2rtn 111 10 compared compare VBN cord-035254-630w2rtn 111 11 to to IN cord-035254-630w2rtn 111 12 Donald Donald NNP cord-035254-630w2rtn 111 13 Trump Trump NNP cord-035254-630w2rtn 111 14 's 's POS cord-035254-630w2rtn 111 15 instant instant JJ cord-035254-630w2rtn 111 16 - - HYPH cord-035254-630w2rtn 111 17 response response NN cord-035254-630w2rtn 111 18 capability capability NN cord-035254-630w2rtn 111 19 on on IN cord-035254-630w2rtn 111 20 Twitter Twitter NNP cord-035254-630w2rtn 111 21 . . . cord-035254-630w2rtn 112 1 promises promise NNS cord-035254-630w2rtn 112 2 in in IN cord-035254-630w2rtn 112 3 2016 2016 CD cord-035254-630w2rtn 112 4 by by IN cord-035254-630w2rtn 112 5 independent independent JJ cord-035254-630w2rtn 112 6 fact fact NN cord-035254-630w2rtn 112 7 - - HYPH cord-035254-630w2rtn 112 8 checker checker NN cord-035254-630w2rtn 112 9 Politifact Politifact NNP cord-035254-630w2rtn 112 10 revealed reveal VBD cord-035254-630w2rtn 112 11 that that IN cord-035254-630w2rtn 112 12 the the DT cord-035254-630w2rtn 112 13 top top JJ cord-035254-630w2rtn 112 14 5 5 CD cord-035254-630w2rtn 112 15 promises promise NNS cord-035254-630w2rtn 112 16 were be VBD cord-035254-630w2rtn 112 17 consonant consonant JJ cord-035254-630w2rtn 112 18 with with IN cord-035254-630w2rtn 112 19 our -PRON- PRP$ cord-035254-630w2rtn 112 20 topic topic NN cord-035254-630w2rtn 112 21 keywords keyword NNS cord-035254-630w2rtn 112 22 38 38 CD cord-035254-630w2rtn 112 23 . . . cord-035254-630w2rtn 113 1 Early early RB cord-035254-630w2rtn 113 2 in in IN cord-035254-630w2rtn 113 3 his -PRON- PRP$ cord-035254-630w2rtn 113 4 term term NN cord-035254-630w2rtn 113 5 , , , cord-035254-630w2rtn 113 6 and and CC cord-035254-630w2rtn 113 7 during during IN cord-035254-630w2rtn 113 8 our -PRON- PRP$ cord-035254-630w2rtn 113 9 sampling sampling NN cord-035254-630w2rtn 113 10 period period NN cord-035254-630w2rtn 113 11 , , , cord-035254-630w2rtn 113 12 job job NN cord-035254-630w2rtn 113 13 growth growth NN cord-035254-630w2rtn 113 14 in in IN cord-035254-630w2rtn 113 15 the the DT cord-035254-630w2rtn 113 16 US US NNP cord-035254-630w2rtn 113 17 and and CC cord-035254-630w2rtn 113 18 withdrawing withdraw VBG cord-035254-630w2rtn 113 19 from from IN cord-035254-630w2rtn 113 20 trade trade NN cord-035254-630w2rtn 113 21 agreements agreement NNS cord-035254-630w2rtn 113 22 together together RB cord-035254-630w2rtn 113 23 with with IN cord-035254-630w2rtn 113 24 action action NN cord-035254-630w2rtn 113 25 on on IN cord-035254-630w2rtn 113 26 immigration immigration NN cord-035254-630w2rtn 113 27 were be VBD cord-035254-630w2rtn 113 28 again again RB cord-035254-630w2rtn 113 29 identified identify VBN cord-035254-630w2rtn 113 30 as as IN cord-035254-630w2rtn 113 31 being be VBG cord-035254-630w2rtn 113 32 among among IN cord-035254-630w2rtn 113 33 the the DT cord-035254-630w2rtn 113 34 three three CD cord-035254-630w2rtn 113 35 issues issue NNS cord-035254-630w2rtn 113 36 the the DT cord-035254-630w2rtn 113 37 president president NN cord-035254-630w2rtn 113 38 " " `` cord-035254-630w2rtn 113 39 got get VBD cord-035254-630w2rtn 113 40 most most RBS cord-035254-630w2rtn 113 41 right right JJ cord-035254-630w2rtn 113 42 " " '' cord-035254-630w2rtn 113 43 39 39 CD cord-035254-630w2rtn 113 44 . . . cord-035254-630w2rtn 114 1 At at IN cord-035254-630w2rtn 114 2 the the DT cord-035254-630w2rtn 114 3 time time NN cord-035254-630w2rtn 114 4 of of IN cord-035254-630w2rtn 114 5 this this DT cord-035254-630w2rtn 114 6 writing writing NN cord-035254-630w2rtn 114 7 , , , cord-035254-630w2rtn 114 8 a a DT cord-035254-630w2rtn 114 9 website website NN cord-035254-630w2rtn 114 10 by by IN cord-035254-630w2rtn 114 11 the the DT cord-035254-630w2rtn 114 12 Trump Trump NNP cord-035254-630w2rtn 114 13 campaign campaign NN cord-035254-630w2rtn 114 14 ( ( -LRB- cord-035254-630w2rtn 114 15 https://www.promiseskept.com/ https://www.promiseskept.com/ NFP cord-035254-630w2rtn 114 16 ) ) -RRB- cord-035254-630w2rtn 114 17 that that WDT cord-035254-630w2rtn 114 18 is be VBZ cord-035254-630w2rtn 114 19 recording record VBG cord-035254-630w2rtn 114 20 the the DT cord-035254-630w2rtn 114 21 president president NN cord-035254-630w2rtn 114 22 's 's POS cord-035254-630w2rtn 114 23 accomplishments accomplishment NNS cord-035254-630w2rtn 114 24 lists list NNS cord-035254-630w2rtn 114 25 " " `` cord-035254-630w2rtn 114 26 Economy Economy NNP cord-035254-630w2rtn 114 27 and and CC cord-035254-630w2rtn 114 28 Jobs Jobs NNP cord-035254-630w2rtn 114 29 , , , cord-035254-630w2rtn 114 30 " " '' cord-035254-630w2rtn 114 31 " " `` cord-035254-630w2rtn 114 32 Immigration immigration NN cord-035254-630w2rtn 114 33 , , , cord-035254-630w2rtn 114 34 " " '' cord-035254-630w2rtn 114 35 and and CC cord-035254-630w2rtn 114 36 " " `` cord-035254-630w2rtn 114 37 Foreign Foreign NNP cord-035254-630w2rtn 114 38 Policy Policy NNP cord-035254-630w2rtn 114 39 " " '' cord-035254-630w2rtn 114 40 as as IN cord-035254-630w2rtn 114 41 the the DT cord-035254-630w2rtn 114 42 first first JJ cord-035254-630w2rtn 114 43 three three CD cord-035254-630w2rtn 114 44 items item NNS cord-035254-630w2rtn 114 45 . . . cord-035254-630w2rtn 115 1 The the DT cord-035254-630w2rtn 115 2 " " `` cord-035254-630w2rtn 115 3 Foreign Foreign NNP cord-035254-630w2rtn 115 4 Policy Policy NNP cord-035254-630w2rtn 115 5 " " '' cord-035254-630w2rtn 115 6 page page NN cord-035254-630w2rtn 115 7 , , , cord-035254-630w2rtn 115 8 in in IN cord-035254-630w2rtn 115 9 turn turn NN cord-035254-630w2rtn 115 10 , , , cord-035254-630w2rtn 115 11 mentions mention VBZ cord-035254-630w2rtn 115 12 China China NNP cord-035254-630w2rtn 115 13 12 12 CD cord-035254-630w2rtn 115 14 times time NNS cord-035254-630w2rtn 115 15 ( ( -LRB- cord-035254-630w2rtn 115 16 with with IN cord-035254-630w2rtn 115 17 another another DT cord-035254-630w2rtn 115 18 nine nine CD cord-035254-630w2rtn 115 19 occurrences occurrence NNS cord-035254-630w2rtn 115 20 of of IN cord-035254-630w2rtn 115 21 " " `` cord-035254-630w2rtn 115 22 Chinese chinese JJ cord-035254-630w2rtn 115 23 " " '' cord-035254-630w2rtn 115 24 ) ) -RRB- cord-035254-630w2rtn 115 25 . . . cord-035254-630w2rtn 116 1 The the DT cord-035254-630w2rtn 116 2 only only JJ cord-035254-630w2rtn 116 3 other other JJ cord-035254-630w2rtn 116 4 countries country NNS cord-035254-630w2rtn 116 5 mentioned mention VBD cord-035254-630w2rtn 116 6 more more RBR cord-035254-630w2rtn 116 7 than than IN cord-035254-630w2rtn 116 8 once once RB cord-035254-630w2rtn 116 9 were be VBD cord-035254-630w2rtn 116 10 Israel Israel NNP cord-035254-630w2rtn 116 11 ( ( -LRB- cord-035254-630w2rtn 116 12 9 9 CD cord-035254-630w2rtn 116 13 ) ) -RRB- cord-035254-630w2rtn 116 14 , , , cord-035254-630w2rtn 116 15 Iran Iran NNP cord-035254-630w2rtn 116 16 ( ( -LRB- cord-035254-630w2rtn 116 17 4 4 CD cord-035254-630w2rtn 116 18 ) ) -RRB- cord-035254-630w2rtn 116 19 , , , cord-035254-630w2rtn 116 20 Canada Canada NNP cord-035254-630w2rtn 116 21 ( ( -LRB- cord-035254-630w2rtn 116 22 3 3 CD cord-035254-630w2rtn 116 23 ) ) -RRB- cord-035254-630w2rtn 116 24 , , , cord-035254-630w2rtn 116 25 and and CC cord-035254-630w2rtn 116 26 Japan Japan NNP cord-035254-630w2rtn 116 27 ( ( -LRB- cord-035254-630w2rtn 116 28 3 3 CD cord-035254-630w2rtn 116 29 ) ) -RRB- cord-035254-630w2rtn 116 30 . . . cord-035254-630w2rtn 117 1 The the DT cord-035254-630w2rtn 117 2 word word NN cord-035254-630w2rtn 117 3 cloud cloud NN cord-035254-630w2rtn 117 4 on on IN cord-035254-630w2rtn 117 5 the the DT cord-035254-630w2rtn 117 6 right right NN cord-035254-630w2rtn 117 7 of of IN cord-035254-630w2rtn 117 8 Fig Fig NNP cord-035254-630w2rtn 117 9 . . . cord-035254-630w2rtn 118 1 1 1 CD cord-035254-630w2rtn 118 2 summarizes summarize VBZ cord-035254-630w2rtn 118 3 the the DT cord-035254-630w2rtn 118 4 content content NN cord-035254-630w2rtn 118 5 of of IN cord-035254-630w2rtn 118 6 the the DT cord-035254-630w2rtn 118 7 diversionary diversionary JJ cord-035254-630w2rtn 118 8 tweets tweet NNS cord-035254-630w2rtn 118 9 by by IN cord-035254-630w2rtn 118 10 showing show VBG cord-035254-630w2rtn 118 11 the the DT cord-035254-630w2rtn 118 12 50 50 CD cord-035254-630w2rtn 118 13 most most RBS cord-035254-630w2rtn 118 14 frequent frequent JJ cord-035254-630w2rtn 118 15 words word NNS cord-035254-630w2rtn 118 16 used use VBN cord-035254-630w2rtn 118 17 in in IN cord-035254-630w2rtn 118 18 the the DT cord-035254-630w2rtn 118 19 tweets tweet NNS cord-035254-630w2rtn 118 20 ( ( -LRB- cord-035254-630w2rtn 118 21 omitting omit VBG cord-035254-630w2rtn 118 22 function function NN cord-035254-630w2rtn 118 23 words word NNS cord-035254-630w2rtn 118 24 and and CC cord-035254-630w2rtn 118 25 stop stop VB cord-035254-630w2rtn 118 26 words word NNS cord-035254-630w2rtn 118 27 ) ) -RRB- cord-035254-630w2rtn 118 28 . . . cord-035254-630w2rtn 119 1 Table table NN cord-035254-630w2rtn 119 2 1 1 CD cord-035254-630w2rtn 119 3 summarizes summarize VBZ cord-035254-630w2rtn 119 4 the the DT cord-035254-630w2rtn 119 5 results result NNS cord-035254-630w2rtn 119 6 for for IN cord-035254-630w2rtn 119 7 two two CD cord-035254-630w2rtn 119 8 different different JJ cord-035254-630w2rtn 119 9 variants variant NNS cord-035254-630w2rtn 119 10 of of IN cord-035254-630w2rtn 119 11 a a DT cord-035254-630w2rtn 119 12 pair pair NN cord-035254-630w2rtn 119 13 of of IN cord-035254-630w2rtn 119 14 independent independent JJ cord-035254-630w2rtn 119 15 OLS OLS NNP cord-035254-630w2rtn 119 16 linear linear JJ cord-035254-630w2rtn 119 17 regression regression NN cord-035254-630w2rtn 119 18 models model NNS cord-035254-630w2rtn 119 19 using use VBG cord-035254-630w2rtn 119 20 those those DT cord-035254-630w2rtn 119 21 keywords keyword NNS cord-035254-630w2rtn 119 22 ( ( -LRB- cord-035254-630w2rtn 119 23 see see VB cord-035254-630w2rtn 119 24 " " `` cord-035254-630w2rtn 119 25 Methods method NNS cord-035254-630w2rtn 119 26 " " '' cord-035254-630w2rtn 119 27 for for IN cord-035254-630w2rtn 119 28 details detail NNS cord-035254-630w2rtn 119 29 ) ) -RRB- cord-035254-630w2rtn 119 30 . . . cord-035254-630w2rtn 120 1 Standard standard JJ cord-035254-630w2rtn 120 2 errors error NNS cord-035254-630w2rtn 120 3 derived derive VBN cord-035254-630w2rtn 120 4 from from IN cord-035254-630w2rtn 120 5 conventional conventional JJ cord-035254-630w2rtn 120 6 OLS OLS NNP cord-035254-630w2rtn 120 7 analyses analysis NNS cord-035254-630w2rtn 120 8 are be VBP cord-035254-630w2rtn 120 9 displayed display VBN cord-035254-630w2rtn 120 10 in in IN cord-035254-630w2rtn 120 11 parentheses parenthesis NNS cord-035254-630w2rtn 120 12 , , , cord-035254-630w2rtn 120 13 whereas whereas IN cord-035254-630w2rtn 120 14 Newey Newey NNP cord-035254-630w2rtn 120 15 - - HYPH cord-035254-630w2rtn 120 16 West West NNP cord-035254-630w2rtn 120 17 adjusted adjust VBD cord-035254-630w2rtn 120 18 standard standard JJ cord-035254-630w2rtn 120 19 errors error NNS cord-035254-630w2rtn 120 20 that that WDT cord-035254-630w2rtn 120 21 accommodate accommodate VBP cord-035254-630w2rtn 120 22 potential potential JJ cord-035254-630w2rtn 120 23 autocorrelations autocorrelation NNS cord-035254-630w2rtn 120 24 are be VBP cord-035254-630w2rtn 120 25 reported report VBN cord-035254-630w2rtn 120 26 in in IN cord-035254-630w2rtn 120 27 brackets bracket NNS cord-035254-630w2rtn 120 28 ( ( -LRB- cord-035254-630w2rtn 120 29 see see VB cord-035254-630w2rtn 120 30 " " `` cord-035254-630w2rtn 120 31 Methods method NNS cord-035254-630w2rtn 120 32 " " '' cord-035254-630w2rtn 120 33 for for IN cord-035254-630w2rtn 120 34 a a DT cord-035254-630w2rtn 120 35 detailed detailed JJ cord-035254-630w2rtn 120 36 discussion discussion NN cord-035254-630w2rtn 120 37 of of IN cord-035254-630w2rtn 120 38 the the DT cord-035254-630w2rtn 120 39 variables variable NNS cord-035254-630w2rtn 120 40 in in IN cord-035254-630w2rtn 120 41 the the DT cord-035254-630w2rtn 120 42 regression regression NN cord-035254-630w2rtn 120 43 models model NNS cord-035254-630w2rtn 120 44 ) ) -RRB- cord-035254-630w2rtn 120 45 . . . cord-035254-630w2rtn 121 1 The the DT cord-035254-630w2rtn 121 2 Supplementary supplementary JJ cord-035254-630w2rtn 121 3 information information NN cord-035254-630w2rtn 121 4 reports report VBZ cord-035254-630w2rtn 121 5 a a DT cord-035254-630w2rtn 121 6 full full JJ cord-035254-630w2rtn 121 7 exploration exploration NN cord-035254-630w2rtn 121 8 of of IN cord-035254-630w2rtn 121 9 the the DT cord-035254-630w2rtn 121 10 autocorrelation autocorrelation NN cord-035254-630w2rtn 121 11 structure structure NN cord-035254-630w2rtn 121 12 of of IN cord-035254-630w2rtn 121 13 the the DT cord-035254-630w2rtn 121 14 data datum NNS cord-035254-630w2rtn 121 15 ( ( -LRB- cord-035254-630w2rtn 121 16 Tables Tables NNP cord-035254-630w2rtn 121 17 S2-S5 S2-S5 NNP cord-035254-630w2rtn 121 18 ) ) -RRB- cord-035254-630w2rtn 121 19 . . . cord-035254-630w2rtn 122 1 All all DT cord-035254-630w2rtn 122 2 analyses analysis NNS cord-035254-630w2rtn 122 3 included include VBD cord-035254-630w2rtn 122 4 the the DT cord-035254-630w2rtn 122 5 relevant relevant JJ cord-035254-630w2rtn 122 6 lags lag VBZ cord-035254-630w2rtn 122 7 to to TO cord-035254-630w2rtn 122 8 model model VB cord-035254-630w2rtn 122 9 autocorrelations autocorrelation NNS cord-035254-630w2rtn 122 10 . . . cord-035254-630w2rtn 123 1 The the DT cord-035254-630w2rtn 123 2 first first JJ cord-035254-630w2rtn 123 3 model model NN cord-035254-630w2rtn 123 4 predicted predict VBD cord-035254-630w2rtn 123 5 diversion diversion NN cord-035254-630w2rtn 123 6 , , , cord-035254-630w2rtn 123 7 represented represent VBN cord-035254-630w2rtn 123 8 by by IN cord-035254-630w2rtn 123 9 the the DT cord-035254-630w2rtn 123 10 number number NN cord-035254-630w2rtn 123 11 of of IN cord-035254-630w2rtn 123 12 times time NNS cord-035254-630w2rtn 123 13 the the DT cord-035254-630w2rtn 123 14 three three CD cord-035254-630w2rtn 123 15 diversionary diversionary JJ cord-035254-630w2rtn 123 16 keywords keyword NNS cord-035254-630w2rtn 123 17 appeared appear VBD cord-035254-630w2rtn 123 18 in in IN cord-035254-630w2rtn 123 19 tweets tweet NNS cord-035254-630w2rtn 123 20 , , , cord-035254-630w2rtn 123 21 from from IN cord-035254-630w2rtn 123 22 adverse adverse JJ cord-035254-630w2rtn 123 23 media medium NNS cord-035254-630w2rtn 123 24 coverage coverage NN cord-035254-630w2rtn 123 25 on on IN cord-035254-630w2rtn 123 26 the the DT cord-035254-630w2rtn 123 27 same same JJ cord-035254-630w2rtn 123 28 day day NN cord-035254-630w2rtn 123 29 and and CC cord-035254-630w2rtn 123 30 is be VBZ cord-035254-630w2rtn 123 31 shown show VBN cord-035254-630w2rtn 123 32 in in IN cord-035254-630w2rtn 123 33 the the DT cord-035254-630w2rtn 123 34 first first JJ cord-035254-630w2rtn 123 35 three three CD cord-035254-630w2rtn 123 36 columns column NNS cord-035254-630w2rtn 123 37 of of IN cord-035254-630w2rtn 123 38 the the DT cord-035254-630w2rtn 123 39 table table NN cord-035254-630w2rtn 123 40 . . . cord-035254-630w2rtn 124 1 If if IN cord-035254-630w2rtn 124 2 the the DT cord-035254-630w2rtn 124 3 president president NN cord-035254-630w2rtn 124 4 's 's POS cord-035254-630w2rtn 124 5 tweets tweet NNS cord-035254-630w2rtn 124 6 about about IN cord-035254-630w2rtn 124 7 his -PRON- PRP$ cord-035254-630w2rtn 124 8 preferred preferred JJ cord-035254-630w2rtn 124 9 issues issue NNS cord-035254-630w2rtn 124 10 lead lead VBP cord-035254-630w2rtn 124 11 to to IN cord-035254-630w2rtn 124 12 diversion diversion NN cord-035254-630w2rtn 124 13 , , , cord-035254-630w2rtn 124 14 then then RB cord-035254-630w2rtn 124 15 regression regression NN cord-035254-630w2rtn 124 16 coefficients coefficient NNS cord-035254-630w2rtn 124 17 for for IN cord-035254-630w2rtn 124 18 the the DT cord-035254-630w2rtn 124 19 diversion diversion NN cord-035254-630w2rtn 124 20 model model NN cord-035254-630w2rtn 124 21 should should MD cord-035254-630w2rtn 124 22 be be VB cord-035254-630w2rtn 124 23 positive positive JJ cord-035254-630w2rtn 124 24 and and CC cord-035254-630w2rtn 124 25 statistically statistically RB cord-035254-630w2rtn 124 26 significant significant JJ cord-035254-630w2rtn 124 27 . . . cord-035254-630w2rtn 125 1 The the DT cord-035254-630w2rtn 125 2 table table NN cord-035254-630w2rtn 125 3 shows show VBZ cord-035254-630w2rtn 125 4 that that IN cord-035254-630w2rtn 125 5 this this DT cord-035254-630w2rtn 125 6 was be VBD cord-035254-630w2rtn 125 7 indeed indeed RB cord-035254-630w2rtn 125 8 observed observed JJ cord-035254-630w2rtn 125 9 for for IN cord-035254-630w2rtn 125 10 all all DT cord-035254-630w2rtn 125 11 media medium NNS cord-035254-630w2rtn 125 12 coverage coverage NN cord-035254-630w2rtn 125 13 ( ( -LRB- cord-035254-630w2rtn 125 14 NYT NYT NNP cord-035254-630w2rtn 125 15 , , , cord-035254-630w2rtn 125 16 ABC ABC NNP cord-035254-630w2rtn 125 17 , , , cord-035254-630w2rtn 125 18 and and CC cord-035254-630w2rtn 125 19 the the DT cord-035254-630w2rtn 125 20 combination combination NN cord-035254-630w2rtn 125 21 of of IN cord-035254-630w2rtn 125 22 the the DT cord-035254-630w2rtn 125 23 two two CD cord-035254-630w2rtn 125 24 formed form VBN cord-035254-630w2rtn 125 25 by by IN cord-035254-630w2rtn 125 26 averaging average VBG cord-035254-630w2rtn 125 27 their -PRON- PRP$ cord-035254-630w2rtn 125 28 standardized standardized JJ cord-035254-630w2rtn 125 29 coverage coverage NN cord-035254-630w2rtn 125 30 ) ) -RRB- cord-035254-630w2rtn 125 31 . . . cord-035254-630w2rtn 126 1 The the DT cord-035254-630w2rtn 126 2 magnitude magnitude NN cord-035254-630w2rtn 126 3 of of IN cord-035254-630w2rtn 126 4 the the DT cord-035254-630w2rtn 126 5 associations association NNS cord-035254-630w2rtn 126 6 is be VBZ cord-035254-630w2rtn 126 7 illustrated illustrate VBN cord-035254-630w2rtn 126 8 in in IN cord-035254-630w2rtn 126 9 the the DT cord-035254-630w2rtn 126 10 top top JJ cord-035254-630w2rtn 126 11 row row NN cord-035254-630w2rtn 126 12 of of IN cord-035254-630w2rtn 126 13 panels panel NNS cord-035254-630w2rtn 126 14 in in IN cord-035254-630w2rtn 126 15 Fig Fig NNP cord-035254-630w2rtn 126 16 . . . cord-035254-630w2rtn 127 1 2 2 LS cord-035254-630w2rtn 127 2 . . . cord-035254-630w2rtn 128 1 Numerically numerically RB cord-035254-630w2rtn 128 2 , , , cord-035254-630w2rtn 128 3 each each DT cord-035254-630w2rtn 128 4 additional additional JJ cord-035254-630w2rtn 128 5 ABC ABC NNP cord-035254-630w2rtn 128 6 News News NNP cord-035254-630w2rtn 128 7 headline headline NN cord-035254-630w2rtn 128 8 containing contain VBG cord-035254-630w2rtn 128 9 Russia Russia NNP cord-035254-630w2rtn 128 10 or or CC cord-035254-630w2rtn 128 11 Mueller Mueller NNP cord-035254-630w2rtn 128 12 would would MD cord-035254-630w2rtn 128 13 have have VB cord-035254-630w2rtn 128 14 been be VBN cord-035254-630w2rtn 128 15 associated associate VBN cord-035254-630w2rtn 128 16 with with IN cord-035254-630w2rtn 128 17 0.2 0.2 CD cord-035254-630w2rtn 128 18 additional additional JJ cord-035254-630w2rtn 128 19 mentions mention NNS cord-035254-630w2rtn 128 20 of of IN cord-035254-630w2rtn 128 21 one one CD cord-035254-630w2rtn 128 22 of of IN cord-035254-630w2rtn 128 23 our -PRON- PRP$ cord-035254-630w2rtn 128 24 keywords keyword NNS cord-035254-630w2rtn 128 25 in in IN cord-035254-630w2rtn 128 26 tweets tweet NNS cord-035254-630w2rtn 128 27 ( ( -LRB- cord-035254-630w2rtn 128 28 column column NN cord-035254-630w2rtn 128 29 2 2 CD cord-035254-630w2rtn 128 30 in in IN cord-035254-630w2rtn 128 31 Table Table NNP cord-035254-630w2rtn 128 32 1 1 CD cord-035254-630w2rtn 128 33 ) ) -RRB- cord-035254-630w2rtn 128 34 . . . cord-035254-630w2rtn 129 1 The the DT cord-035254-630w2rtn 129 2 second second JJ cord-035254-630w2rtn 129 3 model model NN cord-035254-630w2rtn 129 4 , , , cord-035254-630w2rtn 129 5 which which WDT cord-035254-630w2rtn 129 6 predicted predict VBD cord-035254-630w2rtn 129 7 media medium NNS cord-035254-630w2rtn 129 8 coverage coverage NN cord-035254-630w2rtn 129 9 as as IN cord-035254-630w2rtn 129 10 a a DT cord-035254-630w2rtn 129 11 function function NN cord-035254-630w2rtn 129 12 of of IN cord-035254-630w2rtn 129 13 the the DT cord-035254-630w2rtn 129 14 number number NN cord-035254-630w2rtn 129 15 of of IN cord-035254-630w2rtn 129 16 diversionary diversionary JJ cord-035254-630w2rtn 129 17 tweets tweet NNS cord-035254-630w2rtn 129 18 on on IN cord-035254-630w2rtn 129 19 the the DT cord-035254-630w2rtn 129 20 previous previous JJ cord-035254-630w2rtn 129 21 day day NN cord-035254-630w2rtn 129 22 , , , cord-035254-630w2rtn 129 23 is be VBZ cord-035254-630w2rtn 129 24 shown show VBN cord-035254-630w2rtn 129 25 in in IN cord-035254-630w2rtn 129 26 the the DT cord-035254-630w2rtn 129 27 rightmost rightmost JJ cord-035254-630w2rtn 129 28 three three CD cord-035254-630w2rtn 129 29 columns column NNS cord-035254-630w2rtn 129 30 in in IN cord-035254-630w2rtn 129 31 Table Table NNP cord-035254-630w2rtn 129 32 1 1 CD cord-035254-630w2rtn 129 33 . . . cord-035254-630w2rtn 130 1 If if IN cord-035254-630w2rtn 130 2 the the DT cord-035254-630w2rtn 130 3 diversion diversion NN cord-035254-630w2rtn 130 4 was be VBD cord-035254-630w2rtn 130 5 successful successful JJ cord-035254-630w2rtn 130 6 , , , cord-035254-630w2rtn 130 7 then then RB cord-035254-630w2rtn 130 8 these these DT cord-035254-630w2rtn 130 9 regression regression NN cord-035254-630w2rtn 130 10 coefficients coefficient NNS cord-035254-630w2rtn 130 11 are be VBP cord-035254-630w2rtn 130 12 expected expect VBN cord-035254-630w2rtn 130 13 to to TO cord-035254-630w2rtn 130 14 be be VB cord-035254-630w2rtn 130 15 negative negative JJ cord-035254-630w2rtn 130 16 , , , cord-035254-630w2rtn 130 17 indicating indicate VBG cord-035254-630w2rtn 130 18 suppression suppression NN cord-035254-630w2rtn 130 19 of of IN cord-035254-630w2rtn 130 20 potentially potentially RB cord-035254-630w2rtn 130 21 harmful harmful JJ cord-035254-630w2rtn 130 22 media medium NNS cord-035254-630w2rtn 130 23 coverage coverage NN cord-035254-630w2rtn 130 24 by by IN cord-035254-630w2rtn 130 25 the the DT cord-035254-630w2rtn 130 26 president president NN cord-035254-630w2rtn 130 27 's 's POS cord-035254-630w2rtn 130 28 tweets tweet NNS cord-035254-630w2rtn 130 29 . . . cord-035254-630w2rtn 131 1 The the DT cord-035254-630w2rtn 131 2 table table NN cord-035254-630w2rtn 131 3 shows show VBZ cord-035254-630w2rtn 131 4 that that IN cord-035254-630w2rtn 131 5 threatening threaten VBG cord-035254-630w2rtn 131 6 media medium NNS cord-035254-630w2rtn 131 7 coverage coverage NN cord-035254-630w2rtn 131 8 was be VBD cord-035254-630w2rtn 131 9 negatively negatively RB cord-035254-630w2rtn 131 10 associated associate VBN cord-035254-630w2rtn 131 11 with with IN cord-035254-630w2rtn 131 12 diversionary diversionary JJ cord-035254-630w2rtn 131 13 tweets tweet NNS cord-035254-630w2rtn 131 14 . . . cord-035254-630w2rtn 132 1 The the DT cord-035254-630w2rtn 132 2 magnitude magnitude NN cord-035254-630w2rtn 132 3 of of IN cord-035254-630w2rtn 132 4 the the DT cord-035254-630w2rtn 132 5 association association NN cord-035254-630w2rtn 132 6 is be VBZ cord-035254-630w2rtn 132 7 illustrated illustrate VBN cord-035254-630w2rtn 132 8 in in IN cord-035254-630w2rtn 132 9 the the DT cord-035254-630w2rtn 132 10 bottom bottom JJ cord-035254-630w2rtn 132 11 row row NN cord-035254-630w2rtn 132 12 of of IN cord-035254-630w2rtn 132 13 panels panel NNS cord-035254-630w2rtn 132 14 in in IN cord-035254-630w2rtn 132 15 Fig Fig NNP cord-035254-630w2rtn 132 16 . . . cord-035254-630w2rtn 133 1 2 2 LS cord-035254-630w2rtn 133 2 . . . cord-035254-630w2rtn 134 1 Each each DT cord-035254-630w2rtn 134 2 additional additional JJ cord-035254-630w2rtn 134 3 keyword keyword NN cord-035254-630w2rtn 134 4 mention mention NN cord-035254-630w2rtn 134 5 in in IN cord-035254-630w2rtn 134 6 tweets tweet NNS cord-035254-630w2rtn 134 7 is be VBZ cord-035254-630w2rtn 134 8 associated associate VBN cord-035254-630w2rtn 134 9 with with IN cord-035254-630w2rtn 134 10 a a DT cord-035254-630w2rtn 134 11 decrease decrease NN cord-035254-630w2rtn 134 12 of of IN cord-035254-630w2rtn 134 13 nearly nearly RB cord-035254-630w2rtn 134 14 one one CD cord-035254-630w2rtn 134 15 - - HYPH cord-035254-630w2rtn 134 16 half half NN cord-035254-630w2rtn 134 17 of of IN cord-035254-630w2rtn 134 18 an an DT cord-035254-630w2rtn 134 19 occurrence occurrence NN cord-035254-630w2rtn 134 20 of of IN cord-035254-630w2rtn 134 21 " " `` cord-035254-630w2rtn 134 22 Russia Russia NNP cord-035254-630w2rtn 134 23 " " '' cord-035254-630w2rtn 134 24 or or CC cord-035254-630w2rtn 134 25 " " `` cord-035254-630w2rtn 134 26 Mueller Mueller NNP cord-035254-630w2rtn 134 27 " " '' cord-035254-630w2rtn 134 28 from from IN cord-035254-630w2rtn 134 29 the the DT cord-035254-630w2rtn 134 30 next next JJ cord-035254-630w2rtn 134 31 day day NN cord-035254-630w2rtn 134 32 's 's POS cord-035254-630w2rtn 134 33 NYT NYT NNP cord-035254-630w2rtn 134 34 ( ( -LRB- cord-035254-630w2rtn 134 35 column column NN cord-035254-630w2rtn 134 36 4 4 CD cord-035254-630w2rtn 134 37 in in IN cord-035254-630w2rtn 134 38 Table Table NNP cord-035254-630w2rtn 134 39 1 1 CD cord-035254-630w2rtn 134 40 ) ) -RRB- cord-035254-630w2rtn 134 41 . . . cord-035254-630w2rtn 135 1 Table table NN cord-035254-630w2rtn 135 2 1 1 CD cord-035254-630w2rtn 135 3 provides provide VBZ cord-035254-630w2rtn 135 4 an an DT cord-035254-630w2rtn 135 5 existence existence NN cord-035254-630w2rtn 135 6 proof proof NN cord-035254-630w2rtn 135 7 for for IN cord-035254-630w2rtn 135 8 the the DT cord-035254-630w2rtn 135 9 relationships relationship NNS cord-035254-630w2rtn 135 10 of of IN cord-035254-630w2rtn 135 11 interest interest NN cord-035254-630w2rtn 135 12 . . . cord-035254-630w2rtn 136 1 The the DT cord-035254-630w2rtn 136 2 Supplementary supplementary JJ cord-035254-630w2rtn 136 3 information information NN cord-035254-630w2rtn 136 4 reports report VBZ cord-035254-630w2rtn 136 5 an an DT cord-035254-630w2rtn 136 6 additional additional JJ cord-035254-630w2rtn 136 7 , , , cord-035254-630w2rtn 136 8 more more RBR cord-035254-630w2rtn 136 9 nuanced nuanced JJ cord-035254-630w2rtn 136 10 set set NN cord-035254-630w2rtn 136 11 of of IN cord-035254-630w2rtn 136 12 analyses analysis NNS cord-035254-630w2rtn 136 13 for for IN cord-035254-630w2rtn 136 14 different different JJ cord-035254-630w2rtn 136 15 combinations combination NNS cord-035254-630w2rtn 136 16 and and CC cord-035254-630w2rtn 136 17 subsets subset NNS cord-035254-630w2rtn 136 18 of of IN cord-035254-630w2rtn 136 19 the the DT cord-035254-630w2rtn 136 20 three three CD cord-035254-630w2rtn 136 21 critical critical JJ cord-035254-630w2rtn 136 22 keywords keyword NNS cord-035254-630w2rtn 136 23 ( ( -LRB- cord-035254-630w2rtn 136 24 Tables Tables NNP cord-035254-630w2rtn 136 25 S7-S12 S7-S12 NNP cord-035254-630w2rtn 136 26 ) ) -RRB- cord-035254-630w2rtn 136 27 . . . cord-035254-630w2rtn 137 1 These these DT cord-035254-630w2rtn 137 2 analyses analysis NNS cord-035254-630w2rtn 137 3 generally generally RB cord-035254-630w2rtn 137 4 confirm confirm VBP cord-035254-630w2rtn 137 5 the the DT cord-035254-630w2rtn 137 6 overall overall JJ cord-035254-630w2rtn 137 7 pattern pattern NN cord-035254-630w2rtn 137 8 in in IN cord-035254-630w2rtn 137 9 Table Table NNP cord-035254-630w2rtn 137 10 1 1 CD cord-035254-630w2rtn 137 11 . . . cord-035254-630w2rtn 138 1 One one CD cord-035254-630w2rtn 138 2 problematic problematic JJ cord-035254-630w2rtn 138 3 aspect aspect NN cord-035254-630w2rtn 138 4 of of IN cord-035254-630w2rtn 138 5 this this DT cord-035254-630w2rtn 138 6 initial initial JJ cord-035254-630w2rtn 138 7 analysis analysis NN cord-035254-630w2rtn 138 8 is be VBZ cord-035254-630w2rtn 138 9 that that IN cord-035254-630w2rtn 138 10 artifactual artifactual JJ cord-035254-630w2rtn 138 11 explanations explanation NNS cord-035254-630w2rtn 138 12 for for IN cord-035254-630w2rtn 138 13 the the DT cord-035254-630w2rtn 138 14 pattern pattern NN cord-035254-630w2rtn 138 15 can can MD cord-035254-630w2rtn 138 16 not not RB cord-035254-630w2rtn 138 17 be be VB cord-035254-630w2rtn 138 18 ruled rule VBN cord-035254-630w2rtn 138 19 out out RP cord-035254-630w2rtn 138 20 . . . cord-035254-630w2rtn 139 1 In in IN cord-035254-630w2rtn 139 2 particular particular JJ cord-035254-630w2rtn 139 3 , , , cord-035254-630w2rtn 139 4 although although IN cord-035254-630w2rtn 139 5 one one CD cord-035254-630w2rtn 139 6 interpretation interpretation NN cord-035254-630w2rtn 139 7 of of IN cord-035254-630w2rtn 139 8 these these DT cord-035254-630w2rtn 139 9 estimates estimate NNS cord-035254-630w2rtn 139 10 is be VBZ cord-035254-630w2rtn 139 11 consistent consistent JJ cord-035254-630w2rtn 139 12 with with IN cord-035254-630w2rtn 139 13 our -PRON- PRP$ cord-035254-630w2rtn 139 14 hypotheses hypothesis NNS cord-035254-630w2rtn 139 15 of of IN cord-035254-630w2rtn 139 16 ( ( -LRB- cord-035254-630w2rtn 139 17 1 1 CD cord-035254-630w2rtn 139 18 ) ) -RRB- cord-035254-630w2rtn 139 19 media medium NNS cord-035254-630w2rtn 139 20 coverage coverage NN cord-035254-630w2rtn 139 21 causing cause VBG cord-035254-630w2rtn 139 22 diversion diversion NN cord-035254-630w2rtn 139 23 and and CC cord-035254-630w2rtn 139 24 ( ( -LRB- cord-035254-630w2rtn 139 25 2 2 LS cord-035254-630w2rtn 139 26 ) ) -RRB- cord-035254-630w2rtn 139 27 the the DT cord-035254-630w2rtn 139 28 diversion diversion NN cord-035254-630w2rtn 139 29 in in IN cord-035254-630w2rtn 139 30 turn turn NN cord-035254-630w2rtn 139 31 suppressing suppress VBG cord-035254-630w2rtn 139 32 media medium NNS cord-035254-630w2rtn 139 33 coverage coverage NN cord-035254-630w2rtn 139 34 , , , cord-035254-630w2rtn 139 35 the the DT cord-035254-630w2rtn 139 36 available available JJ cord-035254-630w2rtn 139 37 data datum NNS cord-035254-630w2rtn 139 38 do do VBP cord-035254-630w2rtn 139 39 not not RB cord-035254-630w2rtn 139 40 permit permit VB cord-035254-630w2rtn 139 41 an an DT cord-035254-630w2rtn 139 42 unequivocal unequivocal JJ cord-035254-630w2rtn 139 43 interpretation interpretation NN cord-035254-630w2rtn 139 44 . . . cord-035254-630w2rtn 140 1 Specifically specifically RB cord-035254-630w2rtn 140 2 , , , cord-035254-630w2rtn 140 3 remaining remain VBG cord-035254-630w2rtn 140 4 endogeneity endogeneity NN cord-035254-630w2rtn 140 5 concerns concern NNS cord-035254-630w2rtn 140 6 ( ( -LRB- cord-035254-630w2rtn 140 7 measurement measurement NN cord-035254-630w2rtn 140 8 error error NN cord-035254-630w2rtn 140 9 , , , cord-035254-630w2rtn 140 10 reverse reverse VB cord-035254-630w2rtn 140 11 causality causality NN cord-035254-630w2rtn 140 12 , , , cord-035254-630w2rtn 140 13 and and CC cord-035254-630w2rtn 140 14 omitted omit VBN cord-035254-630w2rtn 140 15 variables variable NNS cord-035254-630w2rtn 140 16 ) ) -RRB- cord-035254-630w2rtn 140 17 threaten threaten VB cord-035254-630w2rtn 140 18 a a DT cord-035254-630w2rtn 140 19 pure pure JJ cord-035254-630w2rtn 140 20 interpretation interpretation NN cord-035254-630w2rtn 140 21 of of IN cord-035254-630w2rtn 140 22 these these DT cord-035254-630w2rtn 140 23 results result NNS cord-035254-630w2rtn 140 24 as as IN cord-035254-630w2rtn 140 25 causal causal JJ cord-035254-630w2rtn 140 26 . . . cord-035254-630w2rtn 141 1 We -PRON- PRP cord-035254-630w2rtn 141 2 address address VBP cord-035254-630w2rtn 141 3 each each DT cord-035254-630w2rtn 141 4 of of IN cord-035254-630w2rtn 141 5 those those DT cord-035254-630w2rtn 141 6 concerns concern NNS cord-035254-630w2rtn 141 7 in in IN cord-035254-630w2rtn 141 8 turn turn NN cord-035254-630w2rtn 141 9 , , , cord-035254-630w2rtn 141 10 and and CC cord-035254-630w2rtn 141 11 the the DT cord-035254-630w2rtn 141 12 associated associate VBN cord-035254-630w2rtn 141 13 conclusions conclusion NNS cord-035254-630w2rtn 141 14 suggest suggest VBP cord-035254-630w2rtn 141 15 endogeneity endogeneity NN cord-035254-630w2rtn 141 16 would would MD cord-035254-630w2rtn 141 17 be be VB cord-035254-630w2rtn 141 18 unlikely unlikely JJ cord-035254-630w2rtn 141 19 to to TO cord-035254-630w2rtn 141 20 fully fully RB cord-035254-630w2rtn 141 21 explain explain VB cord-035254-630w2rtn 141 22 away away RB cord-035254-630w2rtn 141 23 our -PRON- PRP$ cord-035254-630w2rtn 141 24 findings finding NNS cord-035254-630w2rtn 141 25 . . . cord-035254-630w2rtn 142 1 First first RB cord-035254-630w2rtn 142 2 , , , cord-035254-630w2rtn 142 3 measurement measurement NN cord-035254-630w2rtn 142 4 error error NN cord-035254-630w2rtn 142 5 is be VBZ cord-035254-630w2rtn 142 6 unlikely unlikely JJ cord-035254-630w2rtn 142 7 to to TO cord-035254-630w2rtn 142 8 explain explain VB cord-035254-630w2rtn 142 9 the the DT cord-035254-630w2rtn 142 10 relationships relationship NNS cord-035254-630w2rtn 142 11 we -PRON- PRP cord-035254-630w2rtn 142 12 found find VBD cord-035254-630w2rtn 142 13 given give VBN cord-035254-630w2rtn 142 14 that that IN cord-035254-630w2rtn 142 15 we -PRON- PRP cord-035254-630w2rtn 142 16 draw draw VBP cord-035254-630w2rtn 142 17 from from IN cord-035254-630w2rtn 142 18 the the DT cord-035254-630w2rtn 142 19 universe universe NN cord-035254-630w2rtn 142 20 of of IN cord-035254-630w2rtn 142 21 all all DT cord-035254-630w2rtn 142 22 NYT NYT NNP cord-035254-630w2rtn 142 23 articles article NNS cord-035254-630w2rtn 142 24 , , , cord-035254-630w2rtn 142 25 ABC ABC NNP cord-035254-630w2rtn 142 26 News News NNP cord-035254-630w2rtn 142 27 segments segment NNS cord-035254-630w2rtn 142 28 , , , cord-035254-630w2rtn 142 29 and and CC cord-035254-630w2rtn 142 30 Trump Trump NNP cord-035254-630w2rtn 142 31 tweets tweet NNS cord-035254-630w2rtn 142 32 in in IN cord-035254-630w2rtn 142 33 our -PRON- PRP$ cord-035254-630w2rtn 142 34 sample sample NN cord-035254-630w2rtn 142 35 period period NN cord-035254-630w2rtn 142 36 . . . cord-035254-630w2rtn 143 1 Even even RB cord-035254-630w2rtn 143 2 if if IN cord-035254-630w2rtn 143 3 we -PRON- PRP cord-035254-630w2rtn 143 4 were be VBD cord-035254-630w2rtn 143 5 to to TO cord-035254-630w2rtn 143 6 miss miss VB cord-035254-630w2rtn 143 7 some some DT cord-035254-630w2rtn 143 8 articles article NNS cord-035254-630w2rtn 143 9 , , , cord-035254-630w2rtn 143 10 news news NN cord-035254-630w2rtn 143 11 segments segment NNS cord-035254-630w2rtn 143 12 , , , cord-035254-630w2rtn 143 13 or or CC cord-035254-630w2rtn 143 14 tweets tweet NNS cord-035254-630w2rtn 143 15 ( ( -LRB- cord-035254-630w2rtn 143 16 perhaps perhaps RB cord-035254-630w2rtn 143 17 because because IN cord-035254-630w2rtn 143 18 our -PRON- PRP$ cord-035254-630w2rtn 143 19 keywords keyword NNS cord-035254-630w2rtn 143 20 did do VBD cord-035254-630w2rtn 143 21 not not RB cord-035254-630w2rtn 143 22 fully fully RB cord-035254-630w2rtn 143 23 catch catch VB cord-035254-630w2rtn 143 24 all all DT cord-035254-630w2rtn 143 25 relevant relevant JJ cord-035254-630w2rtn 143 26 articles article NNS cord-035254-630w2rtn 143 27 or or CC cord-035254-630w2rtn 143 28 news news NN cord-035254-630w2rtn 143 29 segments segment NNS cord-035254-630w2rtn 143 30 ) ) -RRB- cord-035254-630w2rtn 143 31 , , , cord-035254-630w2rtn 143 32 it -PRON- PRP cord-035254-630w2rtn 143 33 is be VBZ cord-035254-630w2rtn 143 34 not not RB cord-035254-630w2rtn 143 35 clear clear JJ cord-035254-630w2rtn 143 36 how how WRB cord-035254-630w2rtn 143 37 this this DT cord-035254-630w2rtn 143 38 would would MD cord-035254-630w2rtn 143 39 produce produce VB cord-035254-630w2rtn 143 40 a a DT cord-035254-630w2rtn 143 41 systematic systematic JJ cord-035254-630w2rtn 143 42 bias bias NN cord-035254-630w2rtn 143 43 in in IN cord-035254-630w2rtn 143 44 one one CD cord-035254-630w2rtn 143 45 direction direction NN cord-035254-630w2rtn 143 46 that that WDT cord-035254-630w2rtn 143 47 could could MD cord-035254-630w2rtn 143 48 fundamentally fundamentally RB cord-035254-630w2rtn 143 49 influence influence VB cord-035254-630w2rtn 143 50 our -PRON- PRP$ cord-035254-630w2rtn 143 51 estimates estimate NNS cord-035254-630w2rtn 143 52 . . . cord-035254-630w2rtn 144 1 We -PRON- PRP cord-035254-630w2rtn 144 2 support support VBP cord-035254-630w2rtn 144 3 this this DT cord-035254-630w2rtn 144 4 judgment judgment NN cord-035254-630w2rtn 144 5 by by IN cord-035254-630w2rtn 144 6 displaying display VBG cord-035254-630w2rtn 144 7 word word NN cord-035254-630w2rtn 144 8 clouds cloud NNS cord-035254-630w2rtn 144 9 of of IN cord-035254-630w2rtn 144 10 all all DT cord-035254-630w2rtn 144 11 selected select VBN cord-035254-630w2rtn 144 12 content content NN cord-035254-630w2rtn 144 13 ( ( -LRB- cord-035254-630w2rtn 144 14 e.g. e.g. RB cord-035254-630w2rtn 144 15 , , , cord-035254-630w2rtn 144 16 Fig Fig NNP cord-035254-630w2rtn 144 17 . . NNP cord-035254-630w2rtn 144 18 1 1 CD cord-035254-630w2rtn 144 19 ) ) -RRB- cord-035254-630w2rtn 144 20 . . . cord-035254-630w2rtn 145 1 If if IN cord-035254-630w2rtn 145 2 we -PRON- PRP cord-035254-630w2rtn 145 3 systematically systematically RB cord-035254-630w2rtn 145 4 mismeasured mismeasure VBD cord-035254-630w2rtn 145 5 the the DT cord-035254-630w2rtn 145 6 content content NN cord-035254-630w2rtn 145 7 of of IN cord-035254-630w2rtn 145 8 tweets tweet NNS cord-035254-630w2rtn 145 9 and and CC cord-035254-630w2rtn 145 10 media medium NNS cord-035254-630w2rtn 145 11 coverage coverage NN cord-035254-630w2rtn 145 12 , , , cord-035254-630w2rtn 145 13 the the DT cord-035254-630w2rtn 145 14 word word NN cord-035254-630w2rtn 145 15 clouds cloud NNS cord-035254-630w2rtn 145 16 would would MD cord-035254-630w2rtn 145 17 reveal reveal VB cord-035254-630w2rtn 145 18 the the DT cord-035254-630w2rtn 145 19 error error NN cord-035254-630w2rtn 145 20 through through IN cord-035254-630w2rtn 145 21 intrusion intrusion NN cord-035254-630w2rtn 145 22 of of IN cord-035254-630w2rtn 145 23 unexpected unexpected JJ cord-035254-630w2rtn 145 24 content content NN cord-035254-630w2rtn 145 25 or or CC cord-035254-630w2rtn 145 26 absence absence NN cord-035254-630w2rtn 145 27 of of IN cord-035254-630w2rtn 145 28 content content NN cord-035254-630w2rtn 145 29 that that WDT cord-035254-630w2rtn 145 30 would would MD cord-035254-630w2rtn 145 31 be be VB cord-035254-630w2rtn 145 32 expected expect VBN cord-035254-630w2rtn 145 33 to to TO cord-035254-630w2rtn 145 34 be be VB cord-035254-630w2rtn 145 35 present present JJ cord-035254-630w2rtn 145 36 based base VBN cord-035254-630w2rtn 145 37 on on IN cord-035254-630w2rtn 145 38 knowledge knowledge NN cord-035254-630w2rtn 145 39 of of IN cord-035254-630w2rtn 145 40 the the DT cord-035254-630w2rtn 145 41 topic topic NN cord-035254-630w2rtn 145 42 . . . cord-035254-630w2rtn 146 1 Similarly similarly RB cord-035254-630w2rtn 146 2 , , , cord-035254-630w2rtn 146 3 there there EX cord-035254-630w2rtn 146 4 are be VBP cord-035254-630w2rtn 146 5 reasons reason NNS cord-035254-630w2rtn 146 6 to to TO cord-035254-630w2rtn 146 7 believe believe VB cord-035254-630w2rtn 146 8 that that IN cord-035254-630w2rtn 146 9 reverse reverse JJ cord-035254-630w2rtn 146 10 causality causality NN cord-035254-630w2rtn 146 11 can can MD cord-035254-630w2rtn 146 12 not not RB cord-035254-630w2rtn 146 13 fully fully RB cord-035254-630w2rtn 146 14 account account VB cord-035254-630w2rtn 146 15 for for IN cord-035254-630w2rtn 146 16 our -PRON- PRP$ cord-035254-630w2rtn 146 17 results result NNS cord-035254-630w2rtn 146 18 . . . cord-035254-630w2rtn 147 1 For for IN cord-035254-630w2rtn 147 2 the the DT cord-035254-630w2rtn 147 3 first first JJ cord-035254-630w2rtn 147 4 model model NN cord-035254-630w2rtn 147 5 ( ( -LRB- cord-035254-630w2rtn 147 6 diversion diversion NN cord-035254-630w2rtn 147 7 ; ; : cord-035254-630w2rtn 147 8 columns column NNS cord-035254-630w2rtn 147 9 1 1 CD cord-035254-630w2rtn 147 10 - - SYM cord-035254-630w2rtn 147 11 3 3 CD cord-035254-630w2rtn 147 12 in in IN cord-035254-630w2rtn 147 13 Table Table NNP cord-035254-630w2rtn 147 14 1 1 CD cord-035254-630w2rtn 147 15 ) ) -RRB- cord-035254-630w2rtn 147 16 , , , cord-035254-630w2rtn 147 17 it -PRON- PRP cord-035254-630w2rtn 147 18 is be VBZ cord-035254-630w2rtn 147 19 less less RBR cord-035254-630w2rtn 147 20 likely likely JJ cord-035254-630w2rtn 147 21 that that IN cord-035254-630w2rtn 147 22 Trump Trump NNP cord-035254-630w2rtn 147 23 's 's POS cord-035254-630w2rtn 147 24 diversionary diversionary JJ cord-035254-630w2rtn 147 25 tweets tweet NNS cord-035254-630w2rtn 147 26 could could MD cord-035254-630w2rtn 147 27 generate generate VB cord-035254-630w2rtn 147 28 more more JJR cord-035254-630w2rtn 147 29 news news NN cord-035254-630w2rtn 147 30 about about IN cord-035254-630w2rtn 147 31 the the DT cord-035254-630w2rtn 147 32 Mueller Mueller NNP cord-035254-630w2rtn 147 33 investigation investigation NN cord-035254-630w2rtn 147 34 on on IN cord-035254-630w2rtn 147 35 the the DT cord-035254-630w2rtn 147 36 same same JJ cord-035254-630w2rtn 147 37 day day NN cord-035254-630w2rtn 147 38 than than IN cord-035254-630w2rtn 147 39 the the DT cord-035254-630w2rtn 147 40 reverse reverse NN cord-035254-630w2rtn 147 41 , , , cord-035254-630w2rtn 147 42 namely namely RB cord-035254-630w2rtn 147 43 that that IN cord-035254-630w2rtn 147 44 more more JJR cord-035254-630w2rtn 147 45 news news NN cord-035254-630w2rtn 147 46 generate generate VBP cord-035254-630w2rtn 147 47 more more JJR cord-035254-630w2rtn 147 48 tweets tweet NNS cord-035254-630w2rtn 147 49 . . . cord-035254-630w2rtn 148 1 Given give VBN cord-035254-630w2rtn 148 2 the the DT cord-035254-630w2rtn 148 3 lag lag JJ cord-035254-630w2rtn 148 4 time time NN cord-035254-630w2rtn 148 5 of of IN cord-035254-630w2rtn 148 6 news news NN cord-035254-630w2rtn 148 7 reports report NNS cord-035254-630w2rtn 148 8 , , , cord-035254-630w2rtn 148 9 even even RB cord-035254-630w2rtn 148 10 in in IN cord-035254-630w2rtn 148 11 the the DT cord-035254-630w2rtn 148 12 digital digital JJ cord-035254-630w2rtn 148 13 age age NN cord-035254-630w2rtn 148 14 , , , cord-035254-630w2rtn 148 15 there there EX cord-035254-630w2rtn 148 16 is be VBZ cord-035254-630w2rtn 148 17 limited limited JJ cord-035254-630w2rtn 148 18 opportunity opportunity NN cord-035254-630w2rtn 148 19 for for IN cord-035254-630w2rtn 148 20 a a DT cord-035254-630w2rtn 148 21 tweet tweet NN cord-035254-630w2rtn 148 22 to to TO cord-035254-630w2rtn 148 23 generate generate VB cord-035254-630w2rtn 148 24 coverage coverage NN cord-035254-630w2rtn 148 25 within within IN cord-035254-630w2rtn 148 26 the the DT cord-035254-630w2rtn 148 27 same same JJ cord-035254-630w2rtn 148 28 24-h 24-h JJ cord-035254-630w2rtn 148 29 period period NN cord-035254-630w2rtn 148 30 . . . cord-035254-630w2rtn 149 1 Moreover moreover RB cord-035254-630w2rtn 149 2 , , , cord-035254-630w2rtn 149 3 even even RB cord-035254-630w2rtn 149 4 putting put VBG cord-035254-630w2rtn 149 5 aside aside RB cord-035254-630w2rtn 149 6 that that DT cord-035254-630w2rtn 149 7 timing timing NN cord-035254-630w2rtn 149 8 constraint constraint NN cord-035254-630w2rtn 149 9 , , , cord-035254-630w2rtn 149 10 there there EX cord-035254-630w2rtn 149 11 is be VBZ cord-035254-630w2rtn 149 12 no no DT cord-035254-630w2rtn 149 13 obvious obvious JJ cord-035254-630w2rtn 149 14 mechanism mechanism NN cord-035254-630w2rtn 149 15 that that WDT cord-035254-630w2rtn 149 16 would would MD cord-035254-630w2rtn 149 17 explain explain VB cord-035254-630w2rtn 149 18 why why WRB cord-035254-630w2rtn 149 19 the the DT cord-035254-630w2rtn 149 20 media medium NNS cord-035254-630w2rtn 149 21 systematically systematically RB cord-035254-630w2rtn 149 22 reports report VBZ cord-035254-630w2rtn 149 23 more more RBR cord-035254-630w2rtn 149 24 on on IN cord-035254-630w2rtn 149 25 Mueller Mueller NNP cord-035254-630w2rtn 149 26 / / SYM cord-035254-630w2rtn 149 27 Russia Russia NNP cord-035254-630w2rtn 149 28 because because IN cord-035254-630w2rtn 149 29 President President NNP cord-035254-630w2rtn 149 30 Trump Trump NNP cord-035254-630w2rtn 149 31 tweeted tweet VBD cord-035254-630w2rtn 149 32 on on IN cord-035254-630w2rtn 149 33 " " `` cord-035254-630w2rtn 149 34 China China NNP cord-035254-630w2rtn 149 35 , , , cord-035254-630w2rtn 149 36 " " '' cord-035254-630w2rtn 149 37 " " `` cord-035254-630w2rtn 149 38 jobs job NNS cord-035254-630w2rtn 149 39 , , , cord-035254-630w2rtn 149 40 " " '' cord-035254-630w2rtn 149 41 or or CC cord-035254-630w2rtn 149 42 " " `` cord-035254-630w2rtn 149 43 immigration"-we immigration"-we DT cord-035254-630w2rtn 149 44 are be VBP cord-035254-630w2rtn 149 45 not not RB cord-035254-630w2rtn 149 46 able able JJ cord-035254-630w2rtn 149 47 to to TO cord-035254-630w2rtn 149 48 formulate formulate VB cord-035254-630w2rtn 149 49 a a DT cord-035254-630w2rtn 149 50 hypothesis hypothesis NN cord-035254-630w2rtn 149 51 why why WRB cord-035254-630w2rtn 149 52 the the DT cord-035254-630w2rtn 149 53 media medium NNS cord-035254-630w2rtn 149 54 would would MD cord-035254-630w2rtn 149 55 respond respond VB cord-035254-630w2rtn 149 56 in in IN cord-035254-630w2rtn 149 57 this this DT cord-035254-630w2rtn 149 58 manner manner NN cord-035254-630w2rtn 149 59 . . . cord-035254-630w2rtn 150 1 The the DT cord-035254-630w2rtn 150 2 reverse reverse NN cord-035254-630w2rtn 150 3 , , , cord-035254-630w2rtn 150 4 however however RB cord-035254-630w2rtn 150 5 , , , cord-035254-630w2rtn 150 6 motivated motivate VBD cord-035254-630w2rtn 150 7 our -PRON- PRP$ cord-035254-630w2rtn 150 8 analysis analysis NN cord-035254-630w2rtn 150 9 , , , cord-035254-630w2rtn 150 10 namely namely RB cord-035254-630w2rtn 150 11 the the DT cord-035254-630w2rtn 150 12 hypothesis hypothesis NN cord-035254-630w2rtn 150 13 that that IN cord-035254-630w2rtn 150 14 when when WRB cord-035254-630w2rtn 150 15 Trump Trump NNP cord-035254-630w2rtn 150 16 is be VBZ cord-035254-630w2rtn 150 17 confronted confront VBN cord-035254-630w2rtn 150 18 with with IN cord-035254-630w2rtn 150 19 uncomfor- uncomfor- JJ cord-035254-630w2rtn 151 1 By by IN cord-035254-630w2rtn 151 2 contrast contrast NN cord-035254-630w2rtn 151 3 , , , cord-035254-630w2rtn 151 4 we -PRON- PRP cord-035254-630w2rtn 151 5 consider consider VBP cord-035254-630w2rtn 151 6 the the DT cord-035254-630w2rtn 151 7 hidden hidden JJ cord-035254-630w2rtn 151 8 role role NN cord-035254-630w2rtn 151 9 of of IN cord-035254-630w2rtn 151 10 omitted omit VBN cord-035254-630w2rtn 151 11 variables variable NNS cord-035254-630w2rtn 151 12 to to TO cord-035254-630w2rtn 151 13 be be VB cord-035254-630w2rtn 151 14 the the DT cord-035254-630w2rtn 151 15 largest large JJS cord-035254-630w2rtn 151 16 threat threat NN cord-035254-630w2rtn 151 17 to to IN cord-035254-630w2rtn 151 18 causal causal JJ cord-035254-630w2rtn 151 19 identification identification NN cord-035254-630w2rtn 151 20 . . . cord-035254-630w2rtn 152 1 In in IN cord-035254-630w2rtn 152 2 the the DT cord-035254-630w2rtn 152 3 absence absence NN cord-035254-630w2rtn 152 4 of of IN cord-035254-630w2rtn 152 5 controlled control VBN cord-035254-630w2rtn 152 6 experimentation experimentation NN cord-035254-630w2rtn 152 7 ( ( -LRB- cord-035254-630w2rtn 152 8 or or CC cord-035254-630w2rtn 152 9 another another DT cord-035254-630w2rtn 152 10 empirical empirical JJ cord-035254-630w2rtn 152 11 identification identification NN cord-035254-630w2rtn 152 12 strategy strategy NN cord-035254-630w2rtn 152 13 suited suit VBN cord-035254-630w2rtn 152 14 to to TO cord-035254-630w2rtn 152 15 identify identify VB cord-035254-630w2rtn 152 16 causality causality NN cord-035254-630w2rtn 152 17 ) ) -RRB- cord-035254-630w2rtn 152 18 , , , cord-035254-630w2rtn 152 19 one one PRP cord-035254-630w2rtn 152 20 can can MD cord-035254-630w2rtn 152 21 never never RB cord-035254-630w2rtn 152 22 be be VB cord-035254-630w2rtn 152 23 certain certain JJ cord-035254-630w2rtn 152 24 that that IN cord-035254-630w2rtn 152 25 an an DT cord-035254-630w2rtn 152 26 effect effect NN cord-035254-630w2rtn 152 27 is be VBZ cord-035254-630w2rtn 152 28 not not RB cord-035254-630w2rtn 152 29 caused cause VBN cord-035254-630w2rtn 152 30 by by IN cord-035254-630w2rtn 152 31 hidden hide VBN cord-035254-630w2rtn 152 32 omitted omit VBN cord-035254-630w2rtn 152 33 variables variable NNS cord-035254-630w2rtn 152 34 that that WDT cord-035254-630w2rtn 152 35 interfere interfere VBP cord-035254-630w2rtn 152 36 in in IN cord-035254-630w2rtn 152 37 the the DT cord-035254-630w2rtn 152 38 presumed presume VBN cord-035254-630w2rtn 152 39 causal causal JJ cord-035254-630w2rtn 152 40 path path NN cord-035254-630w2rtn 152 41 . . . cord-035254-630w2rtn 153 1 This this DT cord-035254-630w2rtn 153 2 is be VBZ cord-035254-630w2rtn 153 3 an an DT cord-035254-630w2rtn 153 4 in in IN cord-035254-630w2rtn 153 5 - - HYPH cord-035254-630w2rtn 153 6 principle principle JJ cord-035254-630w2rtn 153 7 problem problem NN cord-035254-630w2rtn 153 8 that that IN cord-035254-630w2rtn 153 9 no no DT cord-035254-630w2rtn 153 10 observational observational JJ cord-035254-630w2rtn 153 11 study study NN cord-035254-630w2rtn 153 12 can can MD cord-035254-630w2rtn 153 13 overcome overcome VB cord-035254-630w2rtn 153 14 with with IN cord-035254-630w2rtn 153 15 absolute absolute JJ cord-035254-630w2rtn 153 16 certainty certainty NN cord-035254-630w2rtn 153 17 . . . cord-035254-630w2rtn 154 1 It -PRON- PRP cord-035254-630w2rtn 154 2 is be VBZ cord-035254-630w2rtn 154 3 , , , cord-035254-630w2rtn 154 4 however however RB cord-035254-630w2rtn 154 5 , , , cord-035254-630w2rtn 154 6 possible possible JJ cord-035254-630w2rtn 154 7 to to TO cord-035254-630w2rtn 154 8 test test VB cord-035254-630w2rtn 154 9 whether whether IN cord-035254-630w2rtn 154 10 omitted omit VBN cord-035254-630w2rtn 154 11 variables variable NNS cord-035254-630w2rtn 154 12 are be VBP cord-035254-630w2rtn 154 13 likely likely JJ cord-035254-630w2rtn 154 14 to to TO cord-035254-630w2rtn 154 15 explain explain VB cord-035254-630w2rtn 154 16 the the DT cord-035254-630w2rtn 154 17 observed observed JJ cord-035254-630w2rtn 154 18 pattern pattern NN cord-035254-630w2rtn 154 19 . . . cord-035254-630w2rtn 155 1 Our -PRON- PRP$ cord-035254-630w2rtn 155 2 first first JJ cord-035254-630w2rtn 155 3 line line NN cord-035254-630w2rtn 155 4 of of IN cord-035254-630w2rtn 155 5 attack attack NN cord-035254-630w2rtn 155 6 was be VBD cord-035254-630w2rtn 155 7 to to TO cord-035254-630w2rtn 155 8 conduct conduct VB cord-035254-630w2rtn 155 9 a a DT cord-035254-630w2rtn 155 10 sensitivity sensitivity NN cord-035254-630w2rtn 155 11 analysis analysis NN cord-035254-630w2rtn 155 12 to to TO cord-035254-630w2rtn 155 13 obtain obtain VB cord-035254-630w2rtn 155 14 a a DT cord-035254-630w2rtn 155 15 robustness robustness NN cord-035254-630w2rtn 155 16 value value NN cord-035254-630w2rtn 155 17 for for IN cord-035254-630w2rtn 155 18 the the DT cord-035254-630w2rtn 155 19 diversion diversion NN cord-035254-630w2rtn 155 20 and and CC cord-035254-630w2rtn 155 21 suppression suppression NN cord-035254-630w2rtn 155 22 models model NNS cord-035254-630w2rtn 155 23 involving involve VBG cord-035254-630w2rtn 155 24 average average JJ cord-035254-630w2rtn 155 25 media medium NNS cord-035254-630w2rtn 155 26 coverage coverage NN cord-035254-630w2rtn 155 27 ( ( -LRB- cord-035254-630w2rtn 155 28 columns column NNS cord-035254-630w2rtn 155 29 3 3 CD cord-035254-630w2rtn 155 30 and and CC cord-035254-630w2rtn 155 31 6 6 CD cord-035254-630w2rtn 155 32 in in IN cord-035254-630w2rtn 155 33 Table Table NNP cord-035254-630w2rtn 155 34 1 1 CD cord-035254-630w2rtn 155 35 ) ) -RRB- cord-035254-630w2rtn 155 36 40 40 CD cord-035254-630w2rtn 155 37 . . . cord-035254-630w2rtn 156 1 The the DT cord-035254-630w2rtn 156 2 robustness robustness NN cord-035254-630w2rtn 156 3 value value NN cord-035254-630w2rtn 156 4 captures capture VBZ cord-035254-630w2rtn 156 5 the the DT cord-035254-630w2rtn 156 6 minimum minimum JJ cord-035254-630w2rtn 156 7 strength strength NN cord-035254-630w2rtn 156 8 of of IN cord-035254-630w2rtn 156 9 association association NN cord-035254-630w2rtn 156 10 that that IN cord-035254-630w2rtn 156 11 any any DT cord-035254-630w2rtn 156 12 unobserved unobserved JJ cord-035254-630w2rtn 156 13 omitted omit VBN cord-035254-630w2rtn 156 14 variables variable NNS cord-035254-630w2rtn 156 15 must must MD cord-035254-630w2rtn 156 16 have have VB cord-035254-630w2rtn 156 17 with with IN cord-035254-630w2rtn 156 18 the the DT cord-035254-630w2rtn 156 19 variables variable NNS cord-035254-630w2rtn 156 20 in in IN cord-035254-630w2rtn 156 21 the the DT cord-035254-630w2rtn 156 22 model model NN cord-035254-630w2rtn 156 23 ( ( -LRB- cord-035254-630w2rtn 156 24 predictor predictor NN cord-035254-630w2rtn 156 25 and and CC cord-035254-630w2rtn 156 26 outcome outcome NN cord-035254-630w2rtn 156 27 ) ) -RRB- cord-035254-630w2rtn 156 28 to to TO cord-035254-630w2rtn 156 29 change change VB cord-035254-630w2rtn 156 30 the the DT cord-035254-630w2rtn 156 31 statistical statistical JJ cord-035254-630w2rtn 156 32 conclusions conclusion NNS cord-035254-630w2rtn 156 33 . . . cord-035254-630w2rtn 157 1 The the DT cord-035254-630w2rtn 157 2 details detail NNS cord-035254-630w2rtn 157 3 of of IN cord-035254-630w2rtn 157 4 the the DT cord-035254-630w2rtn 157 5 sensitivity sensitivity NN cord-035254-630w2rtn 157 6 analysis analysis NN cord-035254-630w2rtn 157 7 are be VBP cord-035254-630w2rtn 157 8 reported report VBN cord-035254-630w2rtn 157 9 in in IN cord-035254-630w2rtn 157 10 the the DT cord-035254-630w2rtn 157 11 Supplementary supplementary JJ cord-035254-630w2rtn 157 12 information information NN cord-035254-630w2rtn 157 13 ( ( -LRB- cord-035254-630w2rtn 157 14 Fig Fig NNP cord-035254-630w2rtn 157 15 . . . cord-035254-630w2rtn 157 16 S1 S1 NNP cord-035254-630w2rtn 157 17 and and CC cord-035254-630w2rtn 157 18 Table Table NNP cord-035254-630w2rtn 157 19 S6 S6 NNP cord-035254-630w2rtn 157 20 ) ) -RRB- cord-035254-630w2rtn 157 21 . . . cord-035254-630w2rtn 158 1 The the DT cord-035254-630w2rtn 158 2 results result NNS cord-035254-630w2rtn 158 3 further further RB cord-035254-630w2rtn 158 4 lend lend VBP cord-035254-630w2rtn 158 5 support support NN cord-035254-630w2rtn 158 6 to to IN cord-035254-630w2rtn 158 7 our -PRON- PRP$ cord-035254-630w2rtn 158 8 hypothesis hypothesis NN cord-035254-630w2rtn 158 9 that that IN cord-035254-630w2rtn 158 10 adverse adverse JJ cord-035254-630w2rtn 158 11 media medium NNS cord-035254-630w2rtn 158 12 coverage coverage NN cord-035254-630w2rtn 158 13 causes cause VBZ cord-035254-630w2rtn 158 14 the the DT cord-035254-630w2rtn 158 15 president president NN cord-035254-630w2rtn 158 16 to to TO cord-035254-630w2rtn 158 17 engage engage VB cord-035254-630w2rtn 158 18 in in IN cord-035254-630w2rtn 158 19 diversion diversion NN cord-035254-630w2rtn 158 20 , , , cord-035254-630w2rtn 158 21 and and CC cord-035254-630w2rtn 158 22 that that IN cord-035254-630w2rtn 158 23 this this DT cord-035254-630w2rtn 158 24 diversion diversion NN cord-035254-630w2rtn 158 25 , , , cord-035254-630w2rtn 158 26 in in IN cord-035254-630w2rtn 158 27 turn turn NN cord-035254-630w2rtn 158 28 , , , cord-035254-630w2rtn 158 29 causes cause VBZ cord-035254-630w2rtn 158 30 the the DT cord-035254-630w2rtn 158 31 media medium NNS cord-035254-630w2rtn 158 32 to to TO cord-035254-630w2rtn 158 33 reduce reduce VB cord-035254-630w2rtn 158 34 that that DT cord-035254-630w2rtn 158 35 coverage coverage NN cord-035254-630w2rtn 158 36 , , , cord-035254-630w2rtn 158 37 although although IN cord-035254-630w2rtn 158 38 endogeneity endogeneity NN cord-035254-630w2rtn 158 39 from from IN cord-035254-630w2rtn 158 40 potentially potentially RB cord-035254-630w2rtn 158 41 omitted omit VBN cord-035254-630w2rtn 158 42 variables variable NNS cord-035254-630w2rtn 158 43 remains remain VBZ cord-035254-630w2rtn 158 44 less less RBR cord-035254-630w2rtn 158 45 likely likely JJ cord-035254-630w2rtn 158 46 to to TO cord-035254-630w2rtn 158 47 be be VB cord-035254-630w2rtn 158 48 a a DT cord-035254-630w2rtn 158 49 concern concern NN cord-035254-630w2rtn 158 50 for for IN cord-035254-630w2rtn 158 51 the the DT cord-035254-630w2rtn 158 52 diversion diversion NN cord-035254-630w2rtn 158 53 model model NN cord-035254-630w2rtn 158 54 than than IN cord-035254-630w2rtn 158 55 the the DT cord-035254-630w2rtn 158 56 suppression suppression NN cord-035254-630w2rtn 158 57 model model NN cord-035254-630w2rtn 158 58 ( ( -LRB- cord-035254-630w2rtn 158 59 see see VB cord-035254-630w2rtn 158 60 Fig Fig NNP cord-035254-630w2rtn 158 61 . . . cord-035254-630w2rtn 159 1 S1 S1 NNP cord-035254-630w2rtn 159 2 and and CC cord-035254-630w2rtn 159 3 Table Table NNP cord-035254-630w2rtn 159 4 S6 S6 NNP cord-035254-630w2rtn 159 5 for for IN cord-035254-630w2rtn 159 6 detailed detailed JJ cord-035254-630w2rtn 159 7 quantification quantification NN cord-035254-630w2rtn 159 8 ) ) -RRB- cord-035254-630w2rtn 159 9 . . . cord-035254-630w2rtn 160 1 We -PRON- PRP cord-035254-630w2rtn 160 2 additionally additionally RB cord-035254-630w2rtn 160 3 tackled tackle VBD cord-035254-630w2rtn 160 4 the the DT cord-035254-630w2rtn 160 5 omitted omit VBN cord-035254-630w2rtn 160 6 - - HYPH cord-035254-630w2rtn 160 7 variable variable JJ cord-035254-630w2rtn 160 8 problem problem NN cord-035254-630w2rtn 160 9 by by IN cord-035254-630w2rtn 160 10 fitting fit VBG cord-035254-630w2rtn 160 11 both both DT cord-035254-630w2rtn 160 12 models model NNS cord-035254-630w2rtn 160 13 ( ( -LRB- cord-035254-630w2rtn 160 14 diversion diversion NN cord-035254-630w2rtn 160 15 and and CC cord-035254-630w2rtn 160 16 suppression suppression NN cord-035254-630w2rtn 160 17 ) ) -RRB- cord-035254-630w2rtn 160 18 simultaneously simultaneously RB cord-035254-630w2rtn 160 19 using use VBG cord-035254-630w2rtn 160 20 3SLS 3sls VB cord-035254-630w2rtn 160 21 ( ( -LRB- cord-035254-630w2rtn 160 22 see see VB cord-035254-630w2rtn 160 23 " " `` cord-035254-630w2rtn 160 24 Methods method NNS cord-035254-630w2rtn 160 25 " " '' cord-035254-630w2rtn 160 26 ) ) -RRB- cord-035254-630w2rtn 160 27 . . . cord-035254-630w2rtn 161 1 Table table NN cord-035254-630w2rtn 161 2 2 2 CD cord-035254-630w2rtn 161 3 reveals reveal VBZ cord-035254-630w2rtn 161 4 that that IN cord-035254-630w2rtn 161 5 the the DT cord-035254-630w2rtn 161 6 3SLS 3sls JJ cord-035254-630w2rtn 161 7 results result NNS cord-035254-630w2rtn 161 8 replicated replicate VBD cord-035254-630w2rtn 161 9 the the DT cord-035254-630w2rtn 161 10 overall overall JJ cord-035254-630w2rtn 161 11 pattern pattern NN cord-035254-630w2rtn 161 12 of of IN cord-035254-630w2rtn 161 13 the the DT cord-035254-630w2rtn 161 14 OLS OLS NNP cord-035254-630w2rtn 161 15 analysis analysis NN cord-035254-630w2rtn 161 16 , , , cord-035254-630w2rtn 161 17 although although IN cord-035254-630w2rtn 161 18 the the DT cord-035254-630w2rtn 161 19 significance significance NN cord-035254-630w2rtn 161 20 of of IN cord-035254-630w2rtn 161 21 the the DT cord-035254-630w2rtn 161 22 suppression suppression NN cord-035254-630w2rtn 161 23 is be VBZ cord-035254-630w2rtn 161 24 attenuated attenuate VBN cord-035254-630w2rtn 161 25 . . . cord-035254-630w2rtn 162 1 A a DT cord-035254-630w2rtn 162 2 noteworthy noteworthy JJ cord-035254-630w2rtn 162 3 aspect aspect NN cord-035254-630w2rtn 162 4 of of IN cord-035254-630w2rtn 162 5 our -PRON- PRP$ cord-035254-630w2rtn 162 6 3SLS 3sls JJ cord-035254-630w2rtn 162 7 analysis analysis NN cord-035254-630w2rtn 162 8 is be VBZ cord-035254-630w2rtn 162 9 that that IN cord-035254-630w2rtn 162 10 it -PRON- PRP cord-035254-630w2rtn 162 11 used use VBD cord-035254-630w2rtn 162 12 two two CD cord-035254-630w2rtn 162 13 ways way NNS cord-035254-630w2rtn 162 14 to to TO cord-035254-630w2rtn 162 15 model model VB cord-035254-630w2rtn 162 16 the the DT cord-035254-630w2rtn 162 17 temporal temporal JJ cord-035254-630w2rtn 162 18 offset offset NN cord-035254-630w2rtn 162 19 between between IN cord-035254-630w2rtn 162 20 tweets tweet NNS cord-035254-630w2rtn 162 21 and and CC cord-035254-630w2rtn 162 22 subsequent subsequent JJ cord-035254-630w2rtn 162 23 , , , cord-035254-630w2rtn 162 24 potentially potentially RB cord-035254-630w2rtn 162 25 suppressed suppress VBN cord-035254-630w2rtn 162 26 , , , cord-035254-630w2rtn 162 27 media medium NNS cord-035254-630w2rtn 162 28 coverage coverage NN cord-035254-630w2rtn 162 29 . . . cord-035254-630w2rtn 163 1 In in IN cord-035254-630w2rtn 163 2 panel panel NN cord-035254-630w2rtn 163 3 A a NN cord-035254-630w2rtn 163 4 in in IN cord-035254-630w2rtn 163 5 Table Table NNP cord-035254-630w2rtn 163 6 2 2 CD cord-035254-630w2rtn 163 7 , , , cord-035254-630w2rtn 163 8 we -PRON- PRP cord-035254-630w2rtn 163 9 used use VBD cord-035254-630w2rtn 163 10 yesterday yesterday NN cord-035254-630w2rtn 163 11 's 's POS cord-035254-630w2rtn 163 12 tweets tweet NNS cord-035254-630w2rtn 163 13 to to TO cord-035254-630w2rtn 163 14 predict predict VB cord-035254-630w2rtn 163 15 today today NN cord-035254-630w2rtn 163 16 's 's POS cord-035254-630w2rtn 163 17 coverage coverage NN cord-035254-630w2rtn 163 18 . . . cord-035254-630w2rtn 164 1 This this DT cord-035254-630w2rtn 164 2 parallels parallel VBZ cord-035254-630w2rtn 164 3 the the DT cord-035254-630w2rtn 164 4 The the DT cord-035254-630w2rtn 164 5 3SLS 3sls JJ cord-035254-630w2rtn 164 6 results result NNS cord-035254-630w2rtn 164 7 further further RB cord-035254-630w2rtn 164 8 diminish diminish VBP cord-035254-630w2rtn 164 9 the the DT cord-035254-630w2rtn 164 10 likelihood likelihood NN cord-035254-630w2rtn 164 11 of of IN cord-035254-630w2rtn 164 12 an an DT cord-035254-630w2rtn 164 13 artifactual artifactual JJ cord-035254-630w2rtn 164 14 explanation explanation NN cord-035254-630w2rtn 164 15 : : : cord-035254-630w2rtn 164 16 for for IN cord-035254-630w2rtn 164 17 omitted omit VBN cord-035254-630w2rtn 164 18 variables variable NNS cord-035254-630w2rtn 164 19 to to TO cord-035254-630w2rtn 164 20 explain explain VB cord-035254-630w2rtn 164 21 the the DT cord-035254-630w2rtn 164 22 observed observed JJ cord-035254-630w2rtn 164 23 joint joint JJ cord-035254-630w2rtn 164 24 pattern pattern NN cord-035254-630w2rtn 164 25 of of IN cord-035254-630w2rtn 164 26 diversion diversion NN cord-035254-630w2rtn 164 27 and and CC cord-035254-630w2rtn 164 28 suppression suppression NN cord-035254-630w2rtn 164 29 , , , cord-035254-630w2rtn 164 30 those those DT cord-035254-630w2rtn 164 31 confounders confounder NNS cord-035254-630w2rtn 164 32 would would MD cord-035254-630w2rtn 164 33 have have VB cord-035254-630w2rtn 164 34 to to TO cord-035254-630w2rtn 164 35 simultaneously simultaneously RB cord-035254-630w2rtn 164 36 explain explain VB cord-035254-630w2rtn 164 37 a a DT cord-035254-630w2rtn 164 38 positive positive JJ cord-035254-630w2rtn 164 39 association association NN cord-035254-630w2rtn 164 40 between between IN cord-035254-630w2rtn 164 41 two two CD cord-035254-630w2rtn 164 42 variables variable NNS cord-035254-630w2rtn 164 43 on on IN cord-035254-630w2rtn 164 44 the the DT cord-035254-630w2rtn 164 45 same same JJ cord-035254-630w2rtn 164 46 day day NN cord-035254-630w2rtn 164 47 and and CC cord-035254-630w2rtn 164 48 a a DT cord-035254-630w2rtn 164 49 negative negative JJ cord-035254-630w2rtn 164 50 association association NN cord-035254-630w2rtn 164 51 from from IN cord-035254-630w2rtn 164 52 one one CD cord-035254-630w2rtn 164 53 day day NN cord-035254-630w2rtn 164 54 to to IN cord-035254-630w2rtn 164 55 the the DT cord-035254-630w2rtn 164 56 next next JJ cord-035254-630w2rtn 164 57 across across IN cord-035254-630w2rtn 164 58 two two CD cord-035254-630w2rtn 164 59 different different JJ cord-035254-630w2rtn 164 60 intervals interval NNS cord-035254-630w2rtn 164 61 -namely -namely RB cord-035254-630w2rtn 164 62 from from IN cord-035254-630w2rtn 164 63 yesterday yesterday NN cord-035254-630w2rtn 164 64 to to IN cord-035254-630w2rtn 164 65 today today NN cord-035254-630w2rtn 164 66 as as RB cord-035254-630w2rtn 164 67 well well RB cord-035254-630w2rtn 164 68 as as IN cord-035254-630w2rtn 164 69 from from IN cord-035254-630w2rtn 164 70 today today NN cord-035254-630w2rtn 164 71 to to IN cord-035254-630w2rtn 164 72 tomorrow tomorrow NN cord-035254-630w2rtn 164 73 . . . cord-035254-630w2rtn 165 1 Moreover moreover RB cord-035254-630w2rtn 165 2 , , , cord-035254-630w2rtn 165 3 those those DT cord-035254-630w2rtn 165 4 omitted omit VBN cord-035254-630w2rtn 165 5 variables variable NNS cord-035254-630w2rtn 165 6 would would MD cord-035254-630w2rtn 165 7 have have VB cord-035254-630w2rtn 165 8 to to TO cord-035254-630w2rtn 165 9 exert exert VB cord-035254-630w2rtn 165 10 their -PRON- PRP$ cord-035254-630w2rtn 165 11 effect effect NN cord-035254-630w2rtn 165 12 in in IN cord-035254-630w2rtn 165 13 the the DT cord-035254-630w2rtn 165 14 presence presence NN cord-035254-630w2rtn 165 15 of of IN cord-035254-630w2rtn 165 16 more more JJR cord-035254-630w2rtn 165 17 than than IN cord-035254-630w2rtn 165 18 100 100 CD cord-035254-630w2rtn 165 19 other other JJ cord-035254-630w2rtn 165 20 control control NN cord-035254-630w2rtn 165 21 variables variable NNS cord-035254-630w2rtn 165 22 and and CC cord-035254-630w2rtn 165 23 a a DT cord-035254-630w2rtn 165 24 large large JJ cord-035254-630w2rtn 165 25 number number NN cord-035254-630w2rtn 165 26 of of IN cord-035254-630w2rtn 165 27 lagged lag VBN cord-035254-630w2rtn 165 28 variables variable NNS cord-035254-630w2rtn 165 29 . . . cord-035254-630w2rtn 166 1 We -PRON- PRP cord-035254-630w2rtn 166 2 consider consider VBP cord-035254-630w2rtn 166 3 this this DT cord-035254-630w2rtn 166 4 possibility possibility NN cord-035254-630w2rtn 166 5 to to TO cord-035254-630w2rtn 166 6 be be VB cord-035254-630w2rtn 166 7 unlikely unlikely JJ cord-035254-630w2rtn 166 8 . . . cord-035254-630w2rtn 167 1 Finally finally RB cord-035254-630w2rtn 167 2 , , , cord-035254-630w2rtn 167 3 to to TO cord-035254-630w2rtn 167 4 further further RB cord-035254-630w2rtn 167 5 explore explore VB cord-035254-630w2rtn 167 6 whether whether IN cord-035254-630w2rtn 167 7 the the DT cord-035254-630w2rtn 167 8 observed observed JJ cord-035254-630w2rtn 167 9 pattern pattern NN cord-035254-630w2rtn 167 10 of of IN cord-035254-630w2rtn 167 11 diversion diversion NN cord-035254-630w2rtn 167 12 and and CC cord-035254-630w2rtn 167 13 suppression suppression NN cord-035254-630w2rtn 167 14 was be VBD cord-035254-630w2rtn 167 15 a a DT cord-035254-630w2rtn 167 16 specific specific JJ cord-035254-630w2rtn 167 17 response response NN cord-035254-630w2rtn 167 18 to to IN cord-035254-630w2rtn 167 19 harmful harmful JJ cord-035254-630w2rtn 167 20 coverage coverage NN cord-035254-630w2rtn 167 21 , , , cord-035254-630w2rtn 167 22 we -PRON- PRP cord-035254-630w2rtn 167 23 conducted conduct VBD cord-035254-630w2rtn 167 24 a a DT cord-035254-630w2rtn 167 25 parallel parallel JJ cord-035254-630w2rtn 167 26 analysis analysis NN cord-035254-630w2rtn 167 27 using use VBG cord-035254-630w2rtn 167 28 Brexit Brexit NNP cord-035254-630w2rtn 167 29 as as IN cord-035254-630w2rtn 167 30 a a DT cord-035254-630w2rtn 167 31 placebo placebo NN cord-035254-630w2rtn 167 32 topic topic NN cord-035254-630w2rtn 167 33 . . . cord-035254-630w2rtn 168 1 Like like IN cord-035254-630w2rtn 168 2 the the DT cord-035254-630w2rtn 168 3 Mueller Mueller NNP cord-035254-630w2rtn 168 4 inquiry inquiry NN cord-035254-630w2rtn 168 5 , , , cord-035254-630w2rtn 168 6 Brexit Brexit NNP cord-035254-630w2rtn 168 7 was be VBD cord-035254-630w2rtn 168 8 a a DT cord-035254-630w2rtn 168 9 prominent prominent JJ cord-035254-630w2rtn 168 10 issue issue NN cord-035254-630w2rtn 168 11 throughout throughout IN cord-035254-630w2rtn 168 12 most most JJS cord-035254-630w2rtn 168 13 of of IN cord-035254-630w2rtn 168 14 the the DT cord-035254-630w2rtn 168 15 sampling sampling NN cord-035254-630w2rtn 168 16 period period NN cord-035254-630w2rtn 168 17 and and CC cord-035254-630w2rtn 168 18 not not RB cord-035254-630w2rtn 168 19 under under IN cord-035254-630w2rtn 168 20 President President NNP cord-035254-630w2rtn 168 21 Trump Trump NNP cord-035254-630w2rtn 168 22 's 's POS cord-035254-630w2rtn 168 23 control control NN cord-035254-630w2rtn 168 24 . . . cord-035254-630w2rtn 169 1 Unlike unlike IN cord-035254-630w2rtn 169 2 Mueller Mueller NNP cord-035254-630w2rtn 169 3 , , , cord-035254-630w2rtn 169 4 however however RB cord-035254-630w2rtn 169 5 , , , cord-035254-630w2rtn 169 6 Brexit Brexit NNP cord-035254-630w2rtn 169 7 was be VBD cord-035254-630w2rtn 169 8 not not RB cord-035254-630w2rtn 169 9 potentially potentially RB cord-035254-630w2rtn 169 10 harmful harmful JJ cord-035254-630w2rtn 169 11 to to IN cord-035254-630w2rtn 169 12 the the DT cord-035254-630w2rtn 169 13 president president NN cord-035254-630w2rtn 169 14 - - : cord-035254-630w2rtn 169 15 on on IN cord-035254-630w2rtn 169 16 the the DT cord-035254-630w2rtn 169 17 contrary contrary NN cord-035254-630w2rtn 169 18 , , , cord-035254-630w2rtn 169 19 British british JJ cord-035254-630w2rtn 169 20 campaigners campaigner NNS cord-035254-630w2rtn 169 21 to to TO cord-035254-630w2rtn 169 22 leave leave VB cord-035254-630w2rtn 169 23 the the DT cord-035254-630w2rtn 169 24 European European NNP cord-035254-630w2rtn 169 25 Union Union NNP cord-035254-630w2rtn 169 26 were be VBD cord-035254-630w2rtn 169 27 linked link VBN cord-035254-630w2rtn 169 28 to to IN cord-035254-630w2rtn 169 29 Trump Trump NNP cord-035254-630w2rtn 169 30 and and CC cord-035254-630w2rtn 169 31 his -PRON- PRP$ cord-035254-630w2rtn 169 32 team team NN cord-035254-630w2rtn 169 33 41 41 CD cord-035254-630w2rtn 169 34 . . . cord-035254-630w2rtn 170 1 Table table NN cord-035254-630w2rtn 170 2 3 3 CD cord-035254-630w2rtn 170 3 shows show VBZ cord-035254-630w2rtn 170 4 the the DT cord-035254-630w2rtn 170 5 results result NNS cord-035254-630w2rtn 170 6 of of IN cord-035254-630w2rtn 170 7 a a DT cord-035254-630w2rtn 170 8 model model NN cord-035254-630w2rtn 170 9 predicting predict VBG cord-035254-630w2rtn 170 10 diversionary diversionary JJ cord-035254-630w2rtn 170 11 tweets tweet NNS cord-035254-630w2rtn 170 12 using use VBG cord-035254-630w2rtn 170 13 the the DT cord-035254-630w2rtn 170 14 same same JJ cord-035254-630w2rtn 170 15 three three CD cord-035254-630w2rtn 170 16 Twitter Twitter NNP cord-035254-630w2rtn 170 17 keywords keyword NNS cord-035254-630w2rtn 170 18 but but CC cord-035254-630w2rtn 170 19 NYT NYT NNP cord-035254-630w2rtn 170 20 coverage coverage NN cord-035254-630w2rtn 170 21 of of IN cord-035254-630w2rtn 170 22 Brexit Brexit NNP cord-035254-630w2rtn 170 23 as as IN cord-035254-630w2rtn 170 24 a a DT cord-035254-630w2rtn 170 25 predictor predictor NN cord-035254-630w2rtn 170 26 ( ( -LRB- cord-035254-630w2rtn 170 27 using use VBG cord-035254-630w2rtn 170 28 24 24 CD cord-035254-630w2rtn 170 29 days day NNS cord-035254-630w2rtn 170 30 of of IN cord-035254-630w2rtn 170 31 lagged lag VBN cord-035254-630w2rtn 170 32 variables variable NNS cord-035254-630w2rtn 170 33 as as IN cord-035254-630w2rtn 170 34 suggested suggest VBN cord-035254-630w2rtn 170 35 by by IN cord-035254-630w2rtn 170 36 an an DT cord-035254-630w2rtn 170 37 analysis analysis NN cord-035254-630w2rtn 170 38 of of IN cord-035254-630w2rtn 170 39 autocorrelations autocorrelation NNS cord-035254-630w2rtn 170 40 ) ) -RRB- cord-035254-630w2rtn 170 41 . . . cord-035254-630w2rtn 171 1 Figure figure NN cord-035254-630w2rtn 171 2 3 3 CD cord-035254-630w2rtn 171 3 illustrates illustrate VBZ cord-035254-630w2rtn 171 4 the the DT cord-035254-630w2rtn 171 5 content content NN cord-035254-630w2rtn 171 6 of of IN cord-035254-630w2rtn 171 7 the the DT cord-035254-630w2rtn 171 8 Brexit Brexit NNP cord-035254-630w2rtn 171 9 coverage coverage NN cord-035254-630w2rtn 171 10 and and CC cord-035254-630w2rtn 171 11 confirms confirm VBZ cord-035254-630w2rtn 171 12 that that IN cord-035254-630w2rtn 171 13 the the DT cord-035254-630w2rtn 171 14 topic topic NN cord-035254-630w2rtn 171 15 does do VBZ cord-035254-630w2rtn 171 16 not not RB cord-035254-630w2rtn 171 17 touch touch VB cord-035254-630w2rtn 171 18 on on IN cord-035254-630w2rtn 171 19 issues issue NNS cord-035254-630w2rtn 171 20 that that WDT cord-035254-630w2rtn 171 21 are be VBP cord-035254-630w2rtn 171 22 likely likely JJ cord-035254-630w2rtn 171 23 to to TO cord-035254-630w2rtn 171 24 be be VB cord-035254-630w2rtn 171 25 politically politically RB cord-035254-630w2rtn 171 26 harmful harmful JJ cord-035254-630w2rtn 171 27 to to IN cord-035254-630w2rtn 171 28 the the DT cord-035254-630w2rtn 171 29 president president NN cord-035254-630w2rtn 171 30 . . . cord-035254-630w2rtn 172 1 ABC ABC NNP cord-035254-630w2rtn 172 2 News News NNP cord-035254-630w2rtn 172 3 did do VBD cord-035254-630w2rtn 172 4 not not RB cord-035254-630w2rtn 172 5 report report VB cord-035254-630w2rtn 172 6 on on IN cord-035254-630w2rtn 172 7 Brexit Brexit NNP cord-035254-630w2rtn 172 8 with with IN cord-035254-630w2rtn 172 9 sufficient sufficient JJ cord-035254-630w2rtn 172 10 frequency frequency NN cord-035254-630w2rtn 172 11 to to TO cord-035254-630w2rtn 172 12 permit permit VB cord-035254-630w2rtn 172 13 analysis analysis NN cord-035254-630w2rtn 172 14 . . . cord-035254-630w2rtn 173 1 Neither neither DT cord-035254-630w2rtn 173 2 of of IN cord-035254-630w2rtn 173 3 the the DT cord-035254-630w2rtn 173 4 coefficients coefficient NNS cord-035254-630w2rtn 173 5 involving involve VBG cord-035254-630w2rtn 173 6 NYT NYT NNP cord-035254-630w2rtn 173 7 are be VBP cord-035254-630w2rtn 173 8 statistically statistically RB cord-035254-630w2rtn 173 9 significant significant JJ cord-035254-630w2rtn 173 10 , , , cord-035254-630w2rtn 173 11 as as IN cord-035254-630w2rtn 173 12 one one PRP cord-035254-630w2rtn 173 13 would would MD cord-035254-630w2rtn 173 14 expect expect VB cord-035254-630w2rtn 173 15 for for IN cord-035254-630w2rtn 173 16 media medium NNS cord-035254-630w2rtn 173 17 coverage coverage NN cord-035254-630w2rtn 173 18 that that WDT cord-035254-630w2rtn 173 19 is be VBZ cord-035254-630w2rtn 173 20 of of IN cord-035254-630w2rtn 173 21 no no DT cord-035254-630w2rtn 173 22 concern concern NN cord-035254-630w2rtn 173 23 to to IN cord-035254-630w2rtn 173 24 the the DT cord-035254-630w2rtn 173 25 president president NN cord-035254-630w2rtn 173 26 . . . cord-035254-630w2rtn 174 1 To to TO cord-035254-630w2rtn 174 2 provide provide VB cord-035254-630w2rtn 174 3 a a DT cord-035254-630w2rtn 174 4 more more RBR cord-035254-630w2rtn 174 5 formal formal JJ cord-035254-630w2rtn 174 6 contrast contrast NN cord-035254-630w2rtn 174 7 between between IN cord-035254-630w2rtn 174 8 Brexit Brexit NNP cord-035254-630w2rtn 174 9 and and CC cord-035254-630w2rtn 174 10 Russia Russia NNP cord-035254-630w2rtn 174 11 - - HYPH cord-035254-630w2rtn 174 12 Mueller Mueller NNP cord-035254-630w2rtn 174 13 , , , cord-035254-630w2rtn 174 14 we -PRON- PRP cord-035254-630w2rtn 174 15 combined combine VBD cord-035254-630w2rtn 174 16 the the DT cord-035254-630w2rtn 174 17 two two CD cord-035254-630w2rtn 174 18 models model NNS cord-035254-630w2rtn 174 19 ( ( -LRB- cord-035254-630w2rtn 174 20 Brexit Brexit NNP cord-035254-630w2rtn 174 21 : : : cord-035254-630w2rtn 174 22 column column NN cord-035254-630w2rtn 174 23 1 1 CD cord-035254-630w2rtn 174 24 of of IN cord-035254-630w2rtn 174 25 Table Table NNP cord-035254-630w2rtn 174 26 3 3 CD cord-035254-630w2rtn 174 27 ; ; : cord-035254-630w2rtn 174 28 Russia Russia NNP cord-035254-630w2rtn 174 29 - - HYPH cord-035254-630w2rtn 174 30 Mueller Mueller NNP cord-035254-630w2rtn 174 31 : : : cord-035254-630w2rtn 174 32 column column NN cord-035254-630w2rtn 174 33 1 1 CD cord-035254-630w2rtn 174 34 of of IN cord-035254-630w2rtn 174 35 Table Table NNP cord-035254-630w2rtn 174 36 1 1 CD cord-035254-630w2rtn 174 37 ) ) -RRB- cord-035254-630w2rtn 174 38 into into IN cord-035254-630w2rtn 174 39 a a DT cord-035254-630w2rtn 174 40 single single JJ cord-035254-630w2rtn 174 41 system system NN cord-035254-630w2rtn 174 42 of of IN cord-035254-630w2rtn 174 43 equations equation NNS cord-035254-630w2rtn 174 44 for for IN cord-035254-630w2rtn 174 45 a a DT cord-035254-630w2rtn 174 46 Seemingly seemingly RB cord-035254-630w2rtn 174 47 Unrelated unrelated JJ cord-035254-630w2rtn 174 48 Regression regression NN cord-035254-630w2rtn 174 49 ( ( -LRB- cord-035254-630w2rtn 174 50 SUR SUR NNP cord-035254-630w2rtn 174 51 ) ) -RRB- cord-035254-630w2rtn 174 52 analysis analysis NN cord-035254-630w2rtn 174 53 42 42 CD cord-035254-630w2rtn 174 54 . . . cord-035254-630w2rtn 175 1 Within within IN cord-035254-630w2rtn 175 2 a a DT cord-035254-630w2rtn 175 3 SUR SUR NNP cord-035254-630w2rtn 175 4 framework framework NN cord-035254-630w2rtn 175 5 , , , cord-035254-630w2rtn 175 6 the the DT cord-035254-630w2rtn 175 7 consequences consequence NNS cord-035254-630w2rtn 175 8 of of IN cord-035254-630w2rtn 175 9 constraining constrain VBG cord-035254-630w2rtn 175 10 individual individual JJ cord-035254-630w2rtn 175 11 parameters parameter NNS cord-035254-630w2rtn 175 12 can can MD cord-035254-630w2rtn 175 13 be be VB cord-035254-630w2rtn 175 14 jointly jointly RB cord-035254-630w2rtn 175 15 estimated estimate VBN cord-035254-630w2rtn 175 16 for for IN cord-035254-630w2rtn 175 17 the the DT cord-035254-630w2rtn 175 18 two two CD cord-035254-630w2rtn 175 19 models model NNS cord-035254-630w2rtn 175 20 . . . cord-035254-630w2rtn 176 1 We -PRON- PRP cord-035254-630w2rtn 176 2 found find VBD cord-035254-630w2rtn 176 3 that that IN cord-035254-630w2rtn 176 4 forcing force VBG cord-035254-630w2rtn 176 5 the the DT cord-035254-630w2rtn 176 6 coefficient coefficient NN cord-035254-630w2rtn 176 7 for for IN cord-035254-630w2rtn 176 8 NYT NYT NNP cord-035254-630w2rtn 176 9 Russia Russia NNP cord-035254-630w2rtn 176 10 - - HYPH cord-035254-630w2rtn 176 11 Mueller Mueller NNP cord-035254-630w2rtn 176 12 coverage coverage NN cord-035254-630w2rtn 176 13 to to TO cord-035254-630w2rtn 176 14 be be VB cord-035254-630w2rtn 176 15 zero zero CD cord-035254-630w2rtn 176 16 led lead VBN cord-035254-630w2rtn 176 17 to to IN cord-035254-630w2rtn 176 18 a a DT cord-035254-630w2rtn 176 19 significant significant JJ cord-035254-630w2rtn 176 20 loss loss NN cord-035254-630w2rtn 176 21 of of IN cord-035254-630w2rtn 176 22 fit fit NN cord-035254-630w2rtn 176 23 , , , cord-035254-630w2rtn 176 24 χ χ CD cord-035254-630w2rtn 176 25 2 2 CD cord-035254-630w2rtn 176 26 ( ( -LRB- cord-035254-630w2rtn 176 27 1 1 CD cord-035254-630w2rtn 176 28 ) ) -RRB- cord-035254-630w2rtn 176 29 = = NFP cord-035254-630w2rtn 177 1 6.15 6.15 CD cord-035254-630w2rtn 177 2 , , , cord-035254-630w2rtn 177 3 p p NN cord-035254-630w2rtn 177 4 = = SYM cord-035254-630w2rtn 177 5 0.013 0.013 CD cord-035254-630w2rtn 177 6 , , , cord-035254-630w2rtn 177 7 whereas whereas IN cord-035254-630w2rtn 177 8 setting set VBG cord-035254-630w2rtn 177 9 the the DT cord-035254-630w2rtn 177 10 coefficient coefficient NN cord-035254-630w2rtn 177 11 to to IN cord-035254-630w2rtn 177 12 zero zero CD cord-035254-630w2rtn 177 13 for for IN cord-035254-630w2rtn 177 14 Brexit Brexit NNP cord-035254-630w2rtn 177 15 coverage coverage NN cord-035254-630w2rtn 177 16 had have VBD cord-035254-630w2rtn 177 17 no no DT cord-035254-630w2rtn 177 18 effect effect NN cord-035254-630w2rtn 177 19 , , , cord-035254-630w2rtn 177 20 χ χ CD cord-035254-630w2rtn 177 21 2 2 CD cord-035254-630w2rtn 177 22 ( ( -LRB- cord-035254-630w2rtn 177 23 1 1 CD cord-035254-630w2rtn 177 24 ) ) -RRB- cord-035254-630w2rtn 177 25 = = SYM cord-035254-630w2rtn 177 26 1.41 1.41 CD cord-035254-630w2rtn 177 27 , , , cord-035254-630w2rtn 177 28 p p NN cord-035254-630w2rtn 177 29 > > XX cord-035254-630w2rtn 177 30 0.1 0.1 CD cord-035254-630w2rtn 177 31 . . . cord-035254-630w2rtn 178 1 ( ( -LRB- cord-035254-630w2rtn 178 2 Forcing force VBG cord-035254-630w2rtn 178 3 both both DT cord-035254-630w2rtn 178 4 coefficients coefficient NNS cord-035254-630w2rtn 178 5 to to TO cord-035254-630w2rtn 178 6 be be VB cord-035254-630w2rtn 178 7 equal equal JJ cord-035254-630w2rtn 178 8 entailed entail VBN cord-035254-630w2rtn 178 9 no no DT cord-035254-630w2rtn 178 10 significant significant JJ cord-035254-630w2rtn 178 11 loss loss NN cord-035254-630w2rtn 178 12 of of IN cord-035254-630w2rtn 178 13 fit fit NN cord-035254-630w2rtn 178 14 , , , cord-035254-630w2rtn 178 15 owing owe VBG cord-035254-630w2rtn 178 16 to to IN cord-035254-630w2rtn 178 17 the the DT cord-035254-630w2rtn 178 18 imprecision imprecision NN cord-035254-630w2rtn 178 19 with with IN cord-035254-630w2rtn 178 20 which which WDT cord-035254-630w2rtn 178 21 the the DT cord-035254-630w2rtn 178 22 Brexit Brexit NNP cord-035254-630w2rtn 178 23 coefficient coefficient NN cord-035254-630w2rtn 178 24 was be VBD cord-035254-630w2rtn 178 25 estimated estimate VBN cord-035254-630w2rtn 178 26 , , , cord-035254-630w2rtn 178 27 with with IN cord-035254-630w2rtn 178 28 a a DT cord-035254-630w2rtn 178 29 95 95 CD cord-035254-630w2rtn 178 30 % % NN cord-035254-630w2rtn 178 31 confidence confidence NN cord-035254-630w2rtn 178 32 interval interval NN cord-035254-630w2rtn 178 33 that that WDT cord-035254-630w2rtn 178 34 spanned span VBD cord-035254-630w2rtn 178 35 zero zero CD cord-035254-630w2rtn 178 36 and and CC cord-035254-630w2rtn 178 37 was be VBD cord-035254-630w2rtn 178 38 nearly nearly RB cord-035254-630w2rtn 178 39 five five CD cord-035254-630w2rtn 178 40 times time NNS cord-035254-630w2rtn 178 41 wider wide JJR cord-035254-630w2rtn 178 42 than than IN cord-035254-630w2rtn 178 43 for for IN cord-035254-630w2rtn 178 44 Russia Russia NNP cord-035254-630w2rtn 178 45 - - HYPH cord-035254-630w2rtn 178 46 Mueller Mueller NNP cord-035254-630w2rtn 178 47 . . . cord-035254-630w2rtn 178 48 ) ) -RRB- cord-035254-630w2rtn 179 1 Considered consider VBN cord-035254-630w2rtn 179 2 as as IN cord-035254-630w2rtn 179 3 a a DT cord-035254-630w2rtn 179 4 whole whole NN cord-035254-630w2rtn 179 5 , , , cord-035254-630w2rtn 179 6 these these DT cord-035254-630w2rtn 179 7 targeted target VBN cord-035254-630w2rtn 179 8 analyses analysis NNS cord-035254-630w2rtn 179 9 suggest suggest VBP cord-035254-630w2rtn 179 10 that that IN cord-035254-630w2rtn 179 11 , , , cord-035254-630w2rtn 179 12 during during IN cord-035254-630w2rtn 179 13 the the DT cord-035254-630w2rtn 179 14 sampling sampling NN cord-035254-630w2rtn 179 15 period period NN cord-035254-630w2rtn 179 16 , , , cord-035254-630w2rtn 179 17 President President NNP cord-035254-630w2rtn 179 18 Trump Trump NNP cord-035254-630w2rtn 179 19 's 's POS cord-035254-630w2rtn 179 20 tweets tweet NNS cord-035254-630w2rtn 179 21 about about IN cord-035254-630w2rtn 179 22 his -PRON- PRP$ cord-035254-630w2rtn 179 23 preferred preferred JJ cord-035254-630w2rtn 179 24 topics topic NNS cord-035254-630w2rtn 179 25 diverted divert VBD cord-035254-630w2rtn 179 26 attention attention NN cord-035254-630w2rtn 179 27 from from IN cord-035254-630w2rtn 179 28 inconvenient inconvenient JJ cord-035254-630w2rtn 179 29 media medium NNS cord-035254-630w2rtn 179 30 coverage coverage NN cord-035254-630w2rtn 179 31 . . . cord-035254-630w2rtn 180 1 That that DT cord-035254-630w2rtn 180 2 diversion diversion NN cord-035254-630w2rtn 180 3 , , , cord-035254-630w2rtn 180 4 in in IN cord-035254-630w2rtn 180 5 turn turn NN cord-035254-630w2rtn 180 6 , , , cord-035254-630w2rtn 180 7 appears appear VBZ cord-035254-630w2rtn 180 8 to to TO cord-035254-630w2rtn 180 9 be be VB cord-035254-630w2rtn 180 10 followed follow VBN cord-035254-630w2rtn 180 11 by by IN cord-035254-630w2rtn 180 12 suppression suppression NN cord-035254-630w2rtn 180 13 of of IN cord-035254-630w2rtn 180 14 the the DT cord-035254-630w2rtn 180 15 inconvenient inconvenient JJ cord-035254-630w2rtn 180 16 coverage coverage NN cord-035254-630w2rtn 180 17 . . . cord-035254-630w2rtn 181 1 Because because IN cord-035254-630w2rtn 181 2 we -PRON- PRP cord-035254-630w2rtn 181 3 have have VBP cord-035254-630w2rtn 181 4 no no DT cord-035254-630w2rtn 181 5 experimental experimental JJ cord-035254-630w2rtn 181 6 control control NN cord-035254-630w2rtn 181 7 over over IN cord-035254-630w2rtn 181 8 the the DT cord-035254-630w2rtn 181 9 data datum NNS cord-035254-630w2rtn 181 10 , , , cord-035254-630w2rtn 181 11 this this DT cord-035254-630w2rtn 181 12 conclusion conclusion NN cord-035254-630w2rtn 181 13 must must MD cord-035254-630w2rtn 181 14 be be VB cord-035254-630w2rtn 181 15 caveated caveate VBN cord-035254-630w2rtn 181 16 by by IN cord-035254-630w2rtn 181 17 allowing allow VBG cord-035254-630w2rtn 181 18 for for IN cord-035254-630w2rtn 181 19 the the DT cord-035254-630w2rtn 181 20 possibility possibility NN cord-035254-630w2rtn 181 21 that that IN cord-035254-630w2rtn 181 22 the the DT cord-035254-630w2rtn 181 23 results result NNS cord-035254-630w2rtn 181 24 instead instead RB cord-035254-630w2rtn 181 25 reflect reflect VBP cord-035254-630w2rtn 181 26 the the DT cord-035254-630w2rtn 181 27 operation operation NN cord-035254-630w2rtn 181 28 of of IN cord-035254-630w2rtn 181 29 hidden hide VBN cord-035254-630w2rtn 181 30 variables variable NNS cord-035254-630w2rtn 181 31 . . . cord-035254-630w2rtn 182 1 However however RB cord-035254-630w2rtn 182 2 , , , cord-035254-630w2rtn 182 3 additional additional JJ cord-035254-630w2rtn 182 4 analyses analysis NNS cord-035254-630w2rtn 182 5 to to TO cord-035254-630w2rtn 182 6 explore explore VB cord-035254-630w2rtn 182 7 that that DT cord-035254-630w2rtn 182 8 possibility possibility NN cord-035254-630w2rtn 182 9 produce produce NN cord-035254-630w2rtn 182 10 results result NNS cord-035254-630w2rtn 182 11 to to TO cord-035254-630w2rtn 182 12 discount discount VB cord-035254-630w2rtn 182 13 that that DT cord-035254-630w2rtn 182 14 possibility possibility NN cord-035254-630w2rtn 182 15 , , , cord-035254-630w2rtn 182 16 at at IN cord-035254-630w2rtn 182 17 least least JJS cord-035254-630w2rtn 182 18 for for IN cord-035254-630w2rtn 182 19 the the DT cord-035254-630w2rtn 182 20 diversion diversion NN cord-035254-630w2rtn 182 21 model model NN cord-035254-630w2rtn 182 22 . . . cord-035254-630w2rtn 183 1 We -PRON- PRP cord-035254-630w2rtn 183 2 acknowledge acknowledge VBP cord-035254-630w2rtn 183 3 that that IN cord-035254-630w2rtn 183 4 the the DT cord-035254-630w2rtn 183 5 status status NN cord-035254-630w2rtn 183 6 of of IN cord-035254-630w2rtn 183 7 the the DT cord-035254-630w2rtn 183 8 suppression suppression NN cord-035254-630w2rtn 183 9 effect effect NN cord-035254-630w2rtn 183 10 is be VBZ cord-035254-630w2rtn 183 11 less less RBR cord-035254-630w2rtn 183 12 robust robust JJ cord-035254-630w2rtn 183 13 in in IN cord-035254-630w2rtn 183 14 statistical statistical JJ cord-035254-630w2rtn 183 15 terms term NNS cord-035254-630w2rtn 183 16 . . . cord-035254-630w2rtn 184 1 The the DT cord-035254-630w2rtn 184 2 expanded expand VBN cord-035254-630w2rtn 184 3 analysis analysis NN cord-035254-630w2rtn 184 4 further further RB cord-035254-630w2rtn 184 5 buttresses buttress VBZ cord-035254-630w2rtn 184 6 our -PRON- PRP$ cord-035254-630w2rtn 184 7 conclusion conclusion NN cord-035254-630w2rtn 184 8 by by IN cord-035254-630w2rtn 184 9 showing show VBG cord-035254-630w2rtn 184 10 its -PRON- PRP$ cord-035254-630w2rtn 184 11 generality generality NN cord-035254-630w2rtn 184 12 and and CC cord-035254-630w2rtn 184 13 robustness robustness NN cord-035254-630w2rtn 184 14 . . . cord-035254-630w2rtn 185 1 Expanded expand VBN cord-035254-630w2rtn 185 2 analysis analysis NN cord-035254-630w2rtn 185 3 . . . cord-035254-630w2rtn 186 1 Although although IN cord-035254-630w2rtn 186 2 the the DT cord-035254-630w2rtn 186 3 Twitter Twitter NNP cord-035254-630w2rtn 186 4 keywords keyword NNS cord-035254-630w2rtn 186 5 for for IN cord-035254-630w2rtn 186 6 the the DT cord-035254-630w2rtn 186 7 targeted target VBN cord-035254-630w2rtn 186 8 analysis analysis NN cord-035254-630w2rtn 186 9 were be VBD cord-035254-630w2rtn 186 10 chosen choose VBN cord-035254-630w2rtn 186 11 to to TO cord-035254-630w2rtn 186 12 reflect reflect VB cord-035254-630w2rtn 186 13 the the DT cord-035254-630w2rtn 186 14 president president NN cord-035254-630w2rtn 186 15 's 's POS cord-035254-630w2rtn 186 16 preferred preferred JJ cord-035254-630w2rtn 186 17 topics topic NNS cord-035254-630w2rtn 186 18 , , , cord-035254-630w2rtn 186 19 the the DT cord-035254-630w2rtn 186 20 president president NN cord-035254-630w2rtn 186 21 may may MD cord-035254-630w2rtn 186 22 divert divert VB cord-035254-630w2rtn 186 23 using use VBG cord-035254-630w2rtn 186 24 other other JJ cord-035254-630w2rtn 186 25 issues issue NNS cord-035254-630w2rtn 186 26 as as RB cord-035254-630w2rtn 186 27 well well RB cord-035254-630w2rtn 186 28 . . . cord-035254-630w2rtn 187 1 The the DT cord-035254-630w2rtn 187 2 expanded expand VBN cord-035254-630w2rtn 187 3 analysis analysis NN cord-035254-630w2rtn 187 4 therefore therefore RB cord-035254-630w2rtn 187 5 considered consider VBD cord-035254-630w2rtn 187 6 all all DT cord-035254-630w2rtn 187 7 pairs pair NNS cord-035254-630w2rtn 187 8 of of IN cord-035254-630w2rtn 187 9 words word NNS cord-035254-630w2rtn 187 10 in in IN cord-035254-630w2rtn 187 11 the the DT cord-035254-630w2rtn 187 12 president president NN cord-035254-630w2rtn 187 13 's 's POS cord-035254-630w2rtn 187 14 Twitter Twitter NNP cord-035254-630w2rtn 187 15 vocabulary vocabulary NN cord-035254-630w2rtn 187 16 ( ( -LRB- cord-035254-630w2rtn 187 17 see see VB cord-035254-630w2rtn 187 18 " " `` cord-035254-630w2rtn 187 19 Methods method NNS cord-035254-630w2rtn 187 20 " " '' cord-035254-630w2rtn 187 21 ) ) -RRB- cord-035254-630w2rtn 187 22 . . . cord-035254-630w2rtn 188 1 For for IN cord-035254-630w2rtn 188 2 each each DT cord-035254-630w2rtn 188 3 word word NN cord-035254-630w2rtn 188 4 pair pair NN cord-035254-630w2rtn 188 5 , , , cord-035254-630w2rtn 188 6 we -PRON- PRP cord-035254-630w2rtn 188 7 modeled model VBD cord-035254-630w2rtn 188 8 diversion diversion NN cord-035254-630w2rtn 188 9 as as IN cord-035254-630w2rtn 188 10 a a DT cord-035254-630w2rtn 188 11 function function NN cord-035254-630w2rtn 188 12 of of IN cord-035254-630w2rtn 188 13 Russia Russia NNP cord-035254-630w2rtn 188 14 - - HYPH cord-035254-630w2rtn 188 15 Mueller Mueller NNP cord-035254-630w2rtn 188 16 media medium NNS cord-035254-630w2rtn 188 17 coverage coverage NN cord-035254-630w2rtn 188 18 and and CC cord-035254-630w2rtn 188 19 suppression suppression NN cord-035254-630w2rtn 188 20 of of IN cord-035254-630w2rtn 188 21 subsequent subsequent JJ cord-035254-630w2rtn 188 22 coverage coverage NN cord-035254-630w2rtn 188 23 either either CC cord-035254-630w2rtn 188 24 using use VBG cord-035254-630w2rtn 188 25 two two CD cord-035254-630w2rtn 188 26 independent independent JJ cord-035254-630w2rtn 188 27 OLS OLS NNP cord-035254-630w2rtn 188 28 models model NNS cord-035254-630w2rtn 188 29 , , , cord-035254-630w2rtn 188 30 or or CC cord-035254-630w2rtn 188 31 using use VBG cord-035254-630w2rtn 188 32 a a DT cord-035254-630w2rtn 188 33 Table Table NNP cord-035254-630w2rtn 188 34 2 2 CD cord-035254-630w2rtn 188 35 Three three CD cord-035254-630w2rtn 188 36 - - HYPH cord-035254-630w2rtn 188 37 stage stage NN cord-035254-630w2rtn 188 38 least least JJS cord-035254-630w2rtn 188 39 squares square NNS cord-035254-630w2rtn 188 40 ( ( -LRB- cord-035254-630w2rtn 188 41 3SLS 3sls JJ cord-035254-630w2rtn 188 42 ) ) -RRB- cord-035254-630w2rtn 188 43 models model NNS cord-035254-630w2rtn 188 44 to to TO cord-035254-630w2rtn 188 45 predict predict VB cord-035254-630w2rtn 188 46 diversionary diversionary JJ cord-035254-630w2rtn 188 47 tweets tweet NNS cord-035254-630w2rtn 188 48 ( ( -LRB- cord-035254-630w2rtn 188 49 CJI CJI NNP cord-035254-630w2rtn 188 50 ) ) -RRB- cord-035254-630w2rtn 188 51 from from IN cord-035254-630w2rtn 188 52 threatening threaten VBG cord-035254-630w2rtn 188 53 media medium NNS cord-035254-630w2rtn 188 54 coverage coverage NN cord-035254-630w2rtn 188 55 ( ( -LRB- cord-035254-630w2rtn 188 56 Russia Russia NNP cord-035254-630w2rtn 188 57 - - HYPH cord-035254-630w2rtn 188 58 Mueller Mueller NNP cord-035254-630w2rtn 188 59 ; ; : cord-035254-630w2rtn 188 60 columns column NNS cord-035254-630w2rtn 188 61 1 1 CD cord-035254-630w2rtn 188 62 - - SYM cord-035254-630w2rtn 188 63 3 3 CD cord-035254-630w2rtn 188 64 ) ) -RRB- cord-035254-630w2rtn 188 65 and and CC cord-035254-630w2rtn 188 66 predicting predict VBG cord-035254-630w2rtn 188 67 suppression suppression NN cord-035254-630w2rtn 188 68 from from IN cord-035254-630w2rtn 188 69 diversionary diversionary JJ cord-035254-630w2rtn 188 70 tweets tweet NNS cord-035254-630w2rtn 189 1 ( ( -LRB- cord-035254-630w2rtn 189 2 columns column NNS cord-035254-630w2rtn 189 3 4 4 CD cord-035254-630w2rtn 189 4 - - SYM cord-035254-630w2rtn 189 5 6 6 CD cord-035254-630w2rtn 189 6 ) ) -RRB- cord-035254-630w2rtn 189 7 simultaneously simultaneously RB cord-035254-630w2rtn 189 8 . . . cord-035254-630w2rtn 190 1 Figure figure NN cord-035254-630w2rtn 190 2 4 4 CD cord-035254-630w2rtn 190 3 shows show VBZ cord-035254-630w2rtn 190 4 results result NNS cord-035254-630w2rtn 190 5 from from IN cord-035254-630w2rtn 190 6 the the DT cord-035254-630w2rtn 190 7 expanded expand VBN cord-035254-630w2rtn 190 8 analysis analysis NN cord-035254-630w2rtn 190 9 for for IN cord-035254-630w2rtn 190 10 coverage coverage NN cord-035254-630w2rtn 190 11 of of IN cord-035254-630w2rtn 190 12 Russia Russia NNP cord-035254-630w2rtn 190 13 - - HYPH cord-035254-630w2rtn 190 14 Mueller Mueller NNP cord-035254-630w2rtn 190 15 in in IN cord-035254-630w2rtn 190 16 the the DT cord-035254-630w2rtn 190 17 NYT NYT NNP cord-035254-630w2rtn 190 18 ( ( -LRB- cord-035254-630w2rtn 190 19 panels panel VBZ cord-035254-630w2rtn 190 20 a a DT cord-035254-630w2rtn 190 21 - - HYPH cord-035254-630w2rtn 190 22 c c NN cord-035254-630w2rtn 190 23 ) ) -RRB- cord-035254-630w2rtn 190 24 , , , cord-035254-630w2rtn 190 25 ABC ABC NNP cord-035254-630w2rtn 190 26 News News NNP cord-035254-630w2rtn 190 27 ( ( -LRB- cord-035254-630w2rtn 190 28 d d NNP cord-035254-630w2rtn 190 29 - - HYPH cord-035254-630w2rtn 190 30 f f NNP cord-035254-630w2rtn 190 31 ) ) -RRB- cord-035254-630w2rtn 190 32 , , , cord-035254-630w2rtn 190 33 and and CC cord-035254-630w2rtn 190 34 the the DT cord-035254-630w2rtn 190 35 average average NN cord-035254-630w2rtn 190 36 of of IN cord-035254-630w2rtn 190 37 both both DT cord-035254-630w2rtn 190 38 ( ( -LRB- cord-035254-630w2rtn 190 39 g g NN cord-035254-630w2rtn 190 40 - - HYPH cord-035254-630w2rtn 190 41 i i NNP cord-035254-630w2rtn 190 42 ) ) -RRB- cord-035254-630w2rtn 190 43 . . . cord-035254-630w2rtn 191 1 Each each DT cord-035254-630w2rtn 191 2 data data NN cord-035254-630w2rtn 191 3 point point NN cord-035254-630w2rtn 191 4 represents represent VBZ cord-035254-630w2rtn 191 5 a a DT cord-035254-630w2rtn 191 6 pair pair NN cord-035254-630w2rtn 191 7 of of IN cord-035254-630w2rtn 191 8 words word NNS cord-035254-630w2rtn 191 9 whose whose WP$ cord-035254-630w2rtn 191 10 co co NN cord-035254-630w2rtn 191 11 - - NN cord-035254-630w2rtn 191 12 occurrence occurrence NN cord-035254-630w2rtn 191 13 in in IN cord-035254-630w2rtn 191 14 tweets tweet NNS cord-035254-630w2rtn 191 15 is be VBZ cord-035254-630w2rtn 191 16 predicted predict VBN cord-035254-630w2rtn 191 17 by by IN cord-035254-630w2rtn 191 18 media medium NNS cord-035254-630w2rtn 191 19 coverage coverage NN cord-035254-630w2rtn 191 20 ( ( -LRB- cord-035254-630w2rtn 191 21 position position NN cord-035254-630w2rtn 191 22 along along IN cord-035254-630w2rtn 191 23 X x NN cord-035254-630w2rtn 191 24 - - NN cord-035254-630w2rtn 191 25 axis axis NN cord-035254-630w2rtn 191 26 ) ) -RRB- cord-035254-630w2rtn 191 27 and and CC cord-035254-630w2rtn 191 28 whose whose WP$ cord-035254-630w2rtn 191 29 association association NN cord-035254-630w2rtn 191 30 with with IN cord-035254-630w2rtn 191 31 subsequent subsequent JJ cord-035254-630w2rtn 191 32 media medium NNS cord-035254-630w2rtn 191 33 coverage coverage NN cord-035254-630w2rtn 191 34 is be VBZ cord-035254-630w2rtn 191 35 also also RB cord-035254-630w2rtn 191 36 observed observe VBN cord-035254-630w2rtn 191 37 ( ( -LRB- cord-035254-630w2rtn 191 38 position position NN cord-035254-630w2rtn 191 39 along along IN cord-035254-630w2rtn 191 40 Y Y NNP cord-035254-630w2rtn 191 41 - - HYPH cord-035254-630w2rtn 191 42 axis axis NN cord-035254-630w2rtn 191 43 ) ) -RRB- cord-035254-630w2rtn 191 44 . . . cord-035254-630w2rtn 192 1 Each each DT cord-035254-630w2rtn 192 2 point point NN cord-035254-630w2rtn 192 3 thus thus RB cord-035254-630w2rtn 192 4 represents represent VBZ cord-035254-630w2rtn 192 5 a a DT cord-035254-630w2rtn 192 6 diversion diversion NN cord-035254-630w2rtn 192 7 and and CC cord-035254-630w2rtn 192 8 a a DT cord-035254-630w2rtn 192 9 suppression suppression NN cord-035254-630w2rtn 192 10 regression regression NN cord-035254-630w2rtn 192 11 simultaneously simultaneously RB cord-035254-630w2rtn 192 12 . . . cord-035254-630w2rtn 193 1 The the DT cord-035254-630w2rtn 193 2 further far RBR cord-035254-630w2rtn 193 3 to to IN cord-035254-630w2rtn 193 4 the the DT cord-035254-630w2rtn 193 5 right right NN cord-035254-630w2rtn 193 6 a a DT cord-035254-630w2rtn 193 7 point point NN cord-035254-630w2rtn 193 8 is be VBZ cord-035254-630w2rtn 193 9 located locate VBN cord-035254-630w2rtn 193 10 , , , cord-035254-630w2rtn 193 11 the the DT cord-035254-630w2rtn 193 12 more more RBR cord-035254-630w2rtn 193 13 frequently frequently RB cord-035254-630w2rtn 193 14 the the DT cord-035254-630w2rtn 193 15 corresponding correspond VBG cord-035254-630w2rtn 193 16 word word NN cord-035254-630w2rtn 193 17 pair pair NN cord-035254-630w2rtn 193 18 occurs occur VBZ cord-035254-630w2rtn 193 19 on on IN cord-035254-630w2rtn 193 20 days day NNS cord-035254-630w2rtn 193 21 with with IN cord-035254-630w2rtn 193 22 increasing increase VBG cord-035254-630w2rtn 193 23 Russia Russia NNP cord-035254-630w2rtn 193 24 - - HYPH cord-035254-630w2rtn 193 25 Mueller Mueller NNP cord-035254-630w2rtn 193 26 coverage coverage NN cord-035254-630w2rtn 193 27 . . . cord-035254-630w2rtn 194 1 The the DT cord-035254-630w2rtn 194 2 lower low JJR cord-035254-630w2rtn 194 3 a a DT cord-035254-630w2rtn 194 4 point point NN cord-035254-630w2rtn 194 5 is be VBZ cord-035254-630w2rtn 194 6 located locate VBN cord-035254-630w2rtn 194 7 , , , cord-035254-630w2rtn 194 8 the the DT cord-035254-630w2rtn 194 9 less less JJR cord-035254-630w2rtn 194 10 Russia Russia NNP cord-035254-630w2rtn 194 11 - - HYPH cord-035254-630w2rtn 194 12 Mueller Mueller NNP cord-035254-630w2rtn 194 13 is be VBZ cord-035254-630w2rtn 194 14 covered cover VBN cord-035254-630w2rtn 194 15 in in IN cord-035254-630w2rtn 194 16 the the DT cord-035254-630w2rtn 194 17 media medium NNS cord-035254-630w2rtn 194 18 on on IN cord-035254-630w2rtn 194 19 the the DT cord-035254-630w2rtn 194 20 following following JJ cord-035254-630w2rtn 194 21 day day NN cord-035254-630w2rtn 194 22 as as IN cord-035254-630w2rtn 194 23 a a DT cord-035254-630w2rtn 194 24 function function NN cord-035254-630w2rtn 194 25 of of IN cord-035254-630w2rtn 194 26 increasing increase VBG cord-035254-630w2rtn 194 27 use use NN cord-035254-630w2rtn 194 28 of of IN cord-035254-630w2rtn 194 29 the the DT cord-035254-630w2rtn 194 30 corresponding corresponding JJ cord-035254-630w2rtn 194 31 word word NN cord-035254-630w2rtn 194 32 pair pair NN cord-035254-630w2rtn 194 33 . . . cord-035254-630w2rtn 195 1 If if IN cord-035254-630w2rtn 195 2 there there EX cord-035254-630w2rtn 195 3 is be VBZ cord-035254-630w2rtn 195 4 no no DT cord-035254-630w2rtn 195 5 association association NN cord-035254-630w2rtn 195 6 between between IN cord-035254-630w2rtn 195 7 the the DT cord-035254-630w2rtn 195 8 president president NN cord-035254-630w2rtn 195 9 's 's POS cord-035254-630w2rtn 195 10 Twitter Twitter NNP cord-035254-630w2rtn 195 11 vocabulary vocabulary NN cord-035254-630w2rtn 195 12 and and CC cord-035254-630w2rtn 195 13 surrounding surround VBG cord-035254-630w2rtn 195 14 media medium NNS cord-035254-630w2rtn 195 15 coverage coverage NN cord-035254-630w2rtn 195 16 , , , cord-035254-630w2rtn 195 17 then then RB cord-035254-630w2rtn 195 18 all all DT cord-035254-630w2rtn 195 19 points point NNS cord-035254-630w2rtn 195 20 should should MD cord-035254-630w2rtn 195 21 lie lie VB cord-035254-630w2rtn 195 22 in in IN cord-035254-630w2rtn 195 23 the the DT cord-035254-630w2rtn 195 24 center center NN cord-035254-630w2rtn 195 25 and and CC cord-035254-630w2rtn 195 26 largely largely RB cord-035254-630w2rtn 195 27 within within IN cord-035254-630w2rtn 195 28 the the DT cord-035254-630w2rtn 195 29 significance significance NN cord-035254-630w2rtn 195 30 bounds bound NNS cord-035254-630w2rtn 195 31 represented represent VBN cord-035254-630w2rtn 195 32 by by IN cord-035254-630w2rtn 195 33 the the DT cord-035254-630w2rtn 195 34 red red JJ cord-035254-630w2rtn 195 35 lines line NNS cord-035254-630w2rtn 195 36 . . . cord-035254-630w2rtn 196 1 If if IN cord-035254-630w2rtn 196 2 there there EX cord-035254-630w2rtn 196 3 is be VBZ cord-035254-630w2rtn 196 4 only only RB cord-035254-630w2rtn 196 5 diversion diversion NN cord-035254-630w2rtn 196 6 , , , cord-035254-630w2rtn 196 7 then then RB cord-035254-630w2rtn 196 8 the the DT cord-035254-630w2rtn 196 9 point point NN cord-035254-630w2rtn 196 10 cloud cloud NN cord-035254-630w2rtn 196 11 should should MD cord-035254-630w2rtn 196 12 be be VB cord-035254-630w2rtn 196 13 shifted shift VBN cord-035254-630w2rtn 196 14 to to IN cord-035254-630w2rtn 196 15 the the DT cord-035254-630w2rtn 196 16 right right NN cord-035254-630w2rtn 196 17 . . . cord-035254-630w2rtn 197 1 If if IN cord-035254-630w2rtn 197 2 there there EX cord-035254-630w2rtn 197 3 is be VBZ cord-035254-630w2rtn 197 4 diversion diversion NN cord-035254-630w2rtn 197 5 followed follow VBN cord-035254-630w2rtn 197 6 by by IN cord-035254-630w2rtn 197 7 suppression suppression NN cord-035254-630w2rtn 197 8 , , , cord-035254-630w2rtn 197 9 then then RB cord-035254-630w2rtn 197 10 a a DT cord-035254-630w2rtn 197 11 notable notable JJ cord-035254-630w2rtn 197 12 share share NN cord-035254-630w2rtn 197 13 of of IN cord-035254-630w2rtn 197 14 the the DT cord-035254-630w2rtn 197 15 point point NN cord-035254-630w2rtn 197 16 cloud cloud NN cord-035254-630w2rtn 197 17 should should MD cord-035254-630w2rtn 197 18 fall fall VB cord-035254-630w2rtn 197 19 into into IN cord-035254-630w2rtn 197 20 the the DT cord-035254-630w2rtn 197 21 bottom bottom JJ cord-035254-630w2rtn 197 22 - - HYPH cord-035254-630w2rtn 197 23 right right JJ cord-035254-630w2rtn 197 24 quadrant quadrant NN cord-035254-630w2rtn 197 25 . . . cord-035254-630w2rtn 198 1 Figure figure NN cord-035254-630w2rtn 198 2 4 4 CD cord-035254-630w2rtn 198 3 shows show NNS cord-035254-630w2rtn 198 4 that that IN cord-035254-630w2rtn 198 5 irrespective irrespective RB cord-035254-630w2rtn 198 6 of of IN cord-035254-630w2rtn 198 7 how how WRB cord-035254-630w2rtn 198 8 the the DT cord-035254-630w2rtn 198 9 data datum NNS cord-035254-630w2rtn 198 10 were be VBD cord-035254-630w2rtn 198 11 analyzed analyze VBN cord-035254-630w2rtn 198 12 ( ( -LRB- cord-035254-630w2rtn 198 13 OLS OLS NNP cord-035254-630w2rtn 198 14 or or CC cord-035254-630w2rtn 198 15 two two CD cord-035254-630w2rtn 198 16 variants variant NNS cord-035254-630w2rtn 198 17 of of IN cord-035254-630w2rtn 198 18 3SLS 3sls CD cord-035254-630w2rtn 198 19 ; ; : cord-035254-630w2rtn 198 20 columns column NNS cord-035254-630w2rtn 198 21 of of IN cord-035254-630w2rtn 198 22 panels panel NNS cord-035254-630w2rtn 198 23 from from IN cord-035254-630w2rtn 198 24 left leave VBN cord-035254-630w2rtn 198 25 to to IN cord-035254-630w2rtn 198 26 right right NN cord-035254-630w2rtn 198 27 ) ) -RRB- cord-035254-630w2rtn 198 28 , , , cord-035254-630w2rtn 198 29 in in IN cord-035254-630w2rtn 198 30 each each DT cord-035254-630w2rtn 198 31 instance instance NN cord-035254-630w2rtn 198 32 a a DT cord-035254-630w2rtn 198 33 notable notable JJ cord-035254-630w2rtn 198 34 share share NN cord-035254-630w2rtn 198 35 of of IN cord-035254-630w2rtn 198 36 the the DT cord-035254-630w2rtn 198 37 point point NN cord-035254-630w2rtn 198 38 cloud cloud NN cord-035254-630w2rtn 198 39 sits sit VBZ cord-035254-630w2rtn 198 40 outside outside IN cord-035254-630w2rtn 198 41 the the DT cord-035254-630w2rtn 198 42 significance significance NN cord-035254-630w2rtn 198 43 bounds bound VBZ cord-035254-630w2rtn 198 44 ( ( -LRB- cord-035254-630w2rtn 198 45 red red JJ cord-035254-630w2rtn 198 46 lines line NNS cord-035254-630w2rtn 198 47 ) ) -RRB- cord-035254-630w2rtn 198 48 in in IN cord-035254-630w2rtn 198 49 the the DT cord-035254-630w2rtn 198 50 bottom bottom JJ cord-035254-630w2rtn 198 51 - - HYPH cord-035254-630w2rtn 198 52 right right JJ cord-035254-630w2rtn 198 53 quadrant quadrant NN cord-035254-630w2rtn 198 54 ( ( -LRB- cord-035254-630w2rtn 198 55 summarized summarize VBN cord-035254-630w2rtn 198 56 further far RBR cord-035254-630w2rtn 198 57 in in IN cord-035254-630w2rtn 198 58 the the DT cord-035254-630w2rtn 198 59 Supplementary Supplementary NNP cord-035254-630w2rtn 198 60 Table Table NNP cord-035254-630w2rtn 198 61 S14 S14 NNP cord-035254-630w2rtn 198 62 ) ) -RRB- cord-035254-630w2rtn 198 63 . . . cord-035254-630w2rtn 199 1 These these DT cord-035254-630w2rtn 199 2 points point NNS cord-035254-630w2rtn 199 3 represent represent VBP cord-035254-630w2rtn 199 4 word word NN cord-035254-630w2rtn 199 5 pairs pair NNS cord-035254-630w2rtn 199 6 that that WDT cord-035254-630w2rtn 199 7 occur occur VBP cord-035254-630w2rtn 199 8 significantly significantly RB cord-035254-630w2rtn 199 9 more more RBR cord-035254-630w2rtn 199 10 frequently frequently RB cord-035254-630w2rtn 199 11 in in IN cord-035254-630w2rtn 199 12 Donald Donald NNP cord-035254-630w2rtn 199 13 Trump Trump NNP cord-035254-630w2rtn 199 14 's 's POS cord-035254-630w2rtn 199 15 tweets tweet NNS cord-035254-630w2rtn 199 16 when when WRB cord-035254-630w2rtn 199 17 Russia Russia NNP cord-035254-630w2rtn 199 18 - - HYPH cord-035254-630w2rtn 199 19 Mueller Mueller NNP cord-035254-630w2rtn 199 20 coverage coverage NN cord-035254-630w2rtn 199 21 increases increase NNS cord-035254-630w2rtn 199 22 ( ( -LRB- cord-035254-630w2rtn 199 23 i.e. i.e. FW cord-035254-630w2rtn 199 24 , , , cord-035254-630w2rtn 199 25 they -PRON- PRP cord-035254-630w2rtn 199 26 lie lie VBP cord-035254-630w2rtn 199 27 to to IN cord-035254-630w2rtn 199 28 the the DT cord-035254-630w2rtn 199 29 right right NN cord-035254-630w2rtn 199 30 of of IN cord-035254-630w2rtn 199 31 the the DT cord-035254-630w2rtn 199 32 vertical vertical JJ cord-035254-630w2rtn 199 33 red red JJ cord-035254-630w2rtn 199 34 line line NN cord-035254-630w2rtn 199 35 ) ) -RRB- cord-035254-630w2rtn 199 36 , , , cord-035254-630w2rtn 199 37 and and CC cord-035254-630w2rtn 199 38 that that WDT cord-035254-630w2rtn 199 39 are be VBP cord-035254-630w2rtn 199 40 in in IN cord-035254-630w2rtn 199 41 turn turn NN cord-035254-630w2rtn 199 42 followed follow VBN cord-035254-630w2rtn 199 43 by by IN cord-035254-630w2rtn 199 44 significantly significantly RB cord-035254-630w2rtn 199 45 reduced reduce VBN cord-035254-630w2rtn 199 46 media medium NNS cord-035254-630w2rtn 199 47 coverage coverage NN cord-035254-630w2rtn 199 48 of of IN cord-035254-630w2rtn 199 49 Russia Russia NNP cord-035254-630w2rtn 199 50 - - HYPH cord-035254-630w2rtn 199 51 Mueller Mueller NNP cord-035254-630w2rtn 199 52 on on IN cord-035254-630w2rtn 199 53 the the DT cord-035254-630w2rtn 199 54 following following JJ cord-035254-630w2rtn 199 55 day day NN cord-035254-630w2rtn 199 56 ( ( -LRB- cord-035254-630w2rtn 199 57 i.e. i.e. FW cord-035254-630w2rtn 199 58 , , , cord-035254-630w2rtn 199 59 they -PRON- PRP cord-035254-630w2rtn 199 60 lie lie VBP cord-035254-630w2rtn 199 61 below below IN cord-035254-630w2rtn 199 62 the the DT cord-035254-630w2rtn 199 63 horizontal horizontal JJ cord-035254-630w2rtn 199 64 red red JJ cord-035254-630w2rtn 199 65 line line NN cord-035254-630w2rtn 199 66 ) ) -RRB- cord-035254-630w2rtn 199 67 . . . cord-035254-630w2rtn 200 1 The the DT cord-035254-630w2rtn 200 2 results result NNS cord-035254-630w2rtn 200 3 are be VBP cord-035254-630w2rtn 200 4 remarkably remarkably RB cord-035254-630w2rtn 200 5 similar similar JJ cord-035254-630w2rtn 200 6 across across IN cord-035254-630w2rtn 200 7 rows row NNS cord-035254-630w2rtn 200 8 of of IN cord-035254-630w2rtn 200 9 panels panel NNS cord-035254-630w2rtn 200 10 , , , cord-035254-630w2rtn 200 11 suggesting suggest VBG cord-035254-630w2rtn 200 12 considerable considerable JJ cord-035254-630w2rtn 200 13 synchronicity synchronicity NN cord-035254-630w2rtn 200 14 between between IN cord-035254-630w2rtn 200 15 the the DT cord-035254-630w2rtn 200 16 NYT NYT NNP cord-035254-630w2rtn 200 17 ( ( -LRB- cord-035254-630w2rtn 200 18 top top JJ cord-035254-630w2rtn 200 19 row row NN cord-035254-630w2rtn 200 20 ) ) -RRB- cord-035254-630w2rtn 200 21 and and CC cord-035254-630w2rtn 200 22 ABC ABC NNP cord-035254-630w2rtn 200 23 ( ( -LRB- cord-035254-630w2rtn 200 24 center center NN cord-035254-630w2rtn 200 25 ) ) -RRB- cord-035254-630w2rtn 200 26 . . . cord-035254-630w2rtn 201 1 The the DT cord-035254-630w2rtn 201 2 synchronicity synchronicity NN cord-035254-630w2rtn 201 3 is be VBZ cord-035254-630w2rtn 201 4 further further RB cord-035254-630w2rtn 201 5 highlighted highlight VBN cord-035254-630w2rtn 201 6 in in IN cord-035254-630w2rtn 201 7 the the DT cord-035254-630w2rtn 201 8 bottom bottom JJ cord-035254-630w2rtn 201 9 row row NN cord-035254-630w2rtn 201 10 of of IN cord-035254-630w2rtn 201 11 panels panel NNS cord-035254-630w2rtn 201 12 , , , cord-035254-630w2rtn 201 13 which which WDT cord-035254-630w2rtn 201 14 show show VBP cord-035254-630w2rtn 201 15 the the DT cord-035254-630w2rtn 201 16 data datum NNS cord-035254-630w2rtn 201 17 for for IN cord-035254-630w2rtn 201 18 the the DT cord-035254-630w2rtn 201 19 average average NN cord-035254-630w2rtn 201 20 of of IN cord-035254-630w2rtn 201 21 the the DT cord-035254-630w2rtn 201 22 standardized standardized JJ cord-035254-630w2rtn 201 23 values value NNS cord-035254-630w2rtn 201 24 of of IN cord-035254-630w2rtn 201 25 coverage coverage NN cord-035254-630w2rtn 201 26 in in IN cord-035254-630w2rtn 201 27 the the DT cord-035254-630w2rtn 201 28 NYT NYT NNP cord-035254-630w2rtn 201 29 and and CC cord-035254-630w2rtn 201 30 ABC ABC NNP cord-035254-630w2rtn 201 31 . . . cord-035254-630w2rtn 202 1 To to TO cord-035254-630w2rtn 202 2 provide provide VB cord-035254-630w2rtn 202 3 a a DT cord-035254-630w2rtn 202 4 chance chance NN cord-035254-630w2rtn 202 5 - - HYPH cord-035254-630w2rtn 202 6 alone alone RB cord-035254-630w2rtn 202 7 comparison comparison NN cord-035254-630w2rtn 202 8 , , , cord-035254-630w2rtn 202 9 the the DT cord-035254-630w2rtn 202 10 figure figure NN cord-035254-630w2rtn 202 11 also also RB cord-035254-630w2rtn 202 12 shows show VBZ cord-035254-630w2rtn 202 13 the the DT cord-035254-630w2rtn 202 14 results result NNS cord-035254-630w2rtn 202 15 for for IN cord-035254-630w2rtn 202 16 the the DT cord-035254-630w2rtn 202 17 same same JJ cord-035254-630w2rtn 202 18 set set NN cord-035254-630w2rtn 202 19 of of IN cord-035254-630w2rtn 202 20 regressions regression NNS cord-035254-630w2rtn 202 21 when when WRB cord-035254-630w2rtn 202 22 the the DT cord-035254-630w2rtn 202 23 Twitter Twitter NNP cord-035254-630w2rtn 202 24 timeline timeline NN cord-035254-630w2rtn 202 25 is be VBZ cord-035254-630w2rtn 202 26 randomized randomize VBN cord-035254-630w2rtn 202 27 for for IN cord-035254-630w2rtn 202 28 each each DT cord-035254-630w2rtn 202 29 word word NN cord-035254-630w2rtn 202 30 pair pair NN cord-035254-630w2rtn 202 31 . . . cord-035254-630w2rtn 203 1 This this DT cord-035254-630w2rtn 203 2 synthetic synthetic JJ cord-035254-630w2rtn 203 3 null null JJ cord-035254-630w2rtn 203 4 distribution distribution NN cord-035254-630w2rtn 203 5 is be VBZ cord-035254-630w2rtn 203 6 represented represent VBN cord-035254-630w2rtn 203 7 by by IN cord-035254-630w2rtn 203 8 the the DT cord-035254-630w2rtn 203 9 gray gray JJ cord-035254-630w2rtn 203 10 contour contour NN cord-035254-630w2rtn 203 11 lines line NNS cord-035254-630w2rtn 203 12 in in IN cord-035254-630w2rtn 203 13 each each DT cord-035254-630w2rtn 203 14 panel panel NN cord-035254-630w2rtn 203 15 ( ( -LRB- cord-035254-630w2rtn 203 16 the the DT cord-035254-630w2rtn 203 17 red red JJ cord-035254-630w2rtn 203 18 perimeters perimeter NNS cord-035254-630w2rtn 203 19 represent represent VBP cord-035254-630w2rtn 203 20 the the DT cord-035254-630w2rtn 203 21 95 95 CD cord-035254-630w2rtn 203 22 % % NN cord-035254-630w2rtn 203 23 boundary boundary NN cord-035254-630w2rtn 203 24 ) ) -RRB- cord-035254-630w2rtn 203 25 . . . cord-035254-630w2rtn 204 1 The the DT cord-035254-630w2rtn 204 2 contrast contrast NN cord-035254-630w2rtn 204 3 between between IN cord-035254-630w2rtn 204 4 the the DT cord-035254-630w2rtn 204 5 observed observed JJ cord-035254-630w2rtn 204 6 data datum NNS cord-035254-630w2rtn 204 7 and and CC cord-035254-630w2rtn 204 8 what what WP cord-035254-630w2rtn 204 9 would would MD cord-035254-630w2rtn 204 10 be be VB cord-035254-630w2rtn 204 11 expected expect VBN cord-035254-630w2rtn 204 12 from from IN cord-035254-630w2rtn 204 13 randomness randomness NN cord-035254-630w2rtn 204 14 alone alone RB cord-035254-630w2rtn 204 15 is be VBZ cord-035254-630w2rtn 204 16 striking strike VBG cord-035254-630w2rtn 204 17 . . . cord-035254-630w2rtn 205 1 To to TO cord-035254-630w2rtn 205 2 illustrate illustrate VB cord-035254-630w2rtn 205 3 the the DT cord-035254-630w2rtn 205 4 linguistic linguistic JJ cord-035254-630w2rtn 205 5 aspects aspect NNS cord-035254-630w2rtn 205 6 of of IN cord-035254-630w2rtn 205 7 the the DT cord-035254-630w2rtn 205 8 observed observed JJ cord-035254-630w2rtn 205 9 pattern pattern NN cord-035254-630w2rtn 205 10 , , , cord-035254-630w2rtn 205 11 the the DT cord-035254-630w2rtn 205 12 word word NN cord-035254-630w2rtn 205 13 cloud cloud NN cord-035254-630w2rtn 205 14 in in IN cord-035254-630w2rtn 205 15 Fig Fig NNP cord-035254-630w2rtn 205 16 . . . cord-035254-630w2rtn 206 1 5 5 LS cord-035254-630w2rtn 206 2 visualizes visualize VBZ cord-035254-630w2rtn 206 3 the the DT cord-035254-630w2rtn 206 4 words word NNS cord-035254-630w2rtn 206 5 present present JJ cord-035254-630w2rtn 206 6 in in IN cord-035254-630w2rtn 206 7 all all PDT cord-035254-630w2rtn 206 8 the the DT cord-035254-630w2rtn 206 9 pairs pair NNS cord-035254-630w2rtn 206 10 of of IN cord-035254-630w2rtn 206 11 words word NNS cord-035254-630w2rtn 206 12 in in IN cord-035254-630w2rtn 206 13 tweets tweet NNS cord-035254-630w2rtn 206 14 that that WDT cord-035254-630w2rtn 206 15 occurred occur VBD cord-035254-630w2rtn 206 16 significantly significantly RB cord-035254-630w2rtn 206 17 more more RBR cord-035254-630w2rtn 206 18 often often RB cord-035254-630w2rtn 206 19 in in IN cord-035254-630w2rtn 206 20 response response NN cord-035254-630w2rtn 206 21 to to IN cord-035254-630w2rtn 206 22 Russia Russia NNP cord-035254-630w2rtn 206 23 / / SYM cord-035254-630w2rtn 206 24 Mueller Mueller NNP cord-035254-630w2rtn 206 25 coverage coverage NN cord-035254-630w2rtn 206 26 in in IN cord-035254-630w2rtn 206 27 NYT NYT NNP cord-035254-630w2rtn 206 28 and and CC cord-035254-630w2rtn 206 29 ABC ABC NNP cord-035254-630w2rtn 206 30 News News NNP cord-035254-630w2rtn 206 31 ( ( -LRB- cord-035254-630w2rtn 206 32 average average NN cord-035254-630w2rtn 206 33 of of IN cord-035254-630w2rtn 206 34 standardized standardized JJ cord-035254-630w2rtn 206 35 coverage coverage NN cord-035254-630w2rtn 206 36 ) ) -RRB- cord-035254-630w2rtn 206 37 and and CC cord-035254-630w2rtn 206 38 that that WDT cord-035254-630w2rtn 206 39 were be VBD cord-035254-630w2rtn 206 40 associated associate VBN cord-035254-630w2rtn 206 41 with with IN cord-035254-630w2rtn 206 42 successful successful JJ cord-035254-630w2rtn 206 43 suppression suppression NN cord-035254-630w2rtn 206 44 of of IN cord-035254-630w2rtn 206 45 coverage coverage NN cord-035254-630w2rtn 206 46 the the DT cord-035254-630w2rtn 206 47 next next JJ cord-035254-630w2rtn 206 48 day day NN cord-035254-630w2rtn 206 49 . . . cord-035254-630w2rtn 207 1 The the DT cord-035254-630w2rtn 207 2 prominence prominence NN cord-035254-630w2rtn 207 3 of of IN cord-035254-630w2rtn 207 4 the the DT cord-035254-630w2rtn 207 5 keywords keyword NNS cord-035254-630w2rtn 207 6 from from IN cord-035254-630w2rtn 207 7 our -PRON- PRP$ cord-035254-630w2rtn 207 8 targeted target VBN cord-035254-630w2rtn 207 9 analysis analysis NN cord-035254-630w2rtn 207 10 is be VBZ cord-035254-630w2rtn 207 11 immediately immediately RB cord-035254-630w2rtn 207 12 apparent apparent JJ cord-035254-630w2rtn 207 13 . . . cord-035254-630w2rtn 208 1 The the DT cord-035254-630w2rtn 208 2 Supplementary supplementary JJ cord-035254-630w2rtn 208 3 information information NN cord-035254-630w2rtn 208 4 presents present VBZ cord-035254-630w2rtn 208 5 additional additional JJ cord-035254-630w2rtn 208 6 quantitative quantitative JJ cord-035254-630w2rtn 208 7 information information NN cord-035254-630w2rtn 208 8 about about IN cord-035254-630w2rtn 208 9 those those DT cord-035254-630w2rtn 208 10 tweets tweet NNS cord-035254-630w2rtn 208 11 ( ( -LRB- cord-035254-630w2rtn 208 12 Table Table NNP cord-035254-630w2rtn 208 13 S15 S15 NNP cord-035254-630w2rtn 208 14 ) ) -RRB- cord-035254-630w2rtn 208 15 . . . cord-035254-630w2rtn 209 1 We -PRON- PRP cord-035254-630w2rtn 209 2 performed perform VBD cord-035254-630w2rtn 209 3 two two CD cord-035254-630w2rtn 209 4 control control NN cord-035254-630w2rtn 209 5 analyses analysis NNS cord-035254-630w2rtn 209 6 involving involve VBG cord-035254-630w2rtn 209 7 placebo placebo NN cord-035254-630w2rtn 209 8 keywords keyword NNS cord-035254-630w2rtn 209 9 to to TO cord-035254-630w2rtn 209 10 explore explore VB cord-035254-630w2rtn 209 11 whether whether IN cord-035254-630w2rtn 209 12 the the DT cord-035254-630w2rtn 209 13 observed observed JJ cord-035254-630w2rtn 209 14 pattern pattern NN cord-035254-630w2rtn 209 15 of of IN cord-035254-630w2rtn 209 16 diversion diversion NN cord-035254-630w2rtn 209 17 and and CC cord-035254-630w2rtn 209 18 suppression suppression NN cord-035254-630w2rtn 209 19 in in IN cord-035254-630w2rtn 209 20 Fig Fig NNP cord-035254-630w2rtn 209 21 . . . cord-035254-630w2rtn 210 1 4 4 LS cord-035254-630w2rtn 210 2 reflected reflect VBD cord-035254-630w2rtn 210 3 a a DT cord-035254-630w2rtn 210 4 systematic systematic JJ cord-035254-630w2rtn 210 5 interaction interaction NN cord-035254-630w2rtn 210 6 between between IN cord-035254-630w2rtn 210 7 the the DT cord-035254-630w2rtn 210 8 president president NN cord-035254-630w2rtn 210 9 and and CC cord-035254-630w2rtn 210 10 the the DT cord-035254-630w2rtn 210 11 media medium NNS cord-035254-630w2rtn 210 12 rather rather RB cord-035254-630w2rtn 210 13 than than IN cord-035254-630w2rtn 210 14 an an DT cord-035254-630w2rtn 210 15 unknown unknown JJ cord-035254-630w2rtn 210 16 artifact artifact NN cord-035254-630w2rtn 210 17 . . . cord-035254-630w2rtn 211 1 The the DT cord-035254-630w2rtn 211 2 first first JJ cord-035254-630w2rtn 211 3 control control NN cord-035254-630w2rtn 211 4 analysis analysis NN cord-035254-630w2rtn 211 5 involved involve VBD cord-035254-630w2rtn 211 6 NYT NYT NNP cord-035254-630w2rtn 211 7 Brexit Brexit NNP cord-035254-630w2rtn 211 8 coverage coverage NN cord-035254-630w2rtn 211 9 ( ( -LRB- cord-035254-630w2rtn 211 10 ABC ABC NNP cord-035254-630w2rtn 211 11 coverage coverage NN cord-035254-630w2rtn 211 12 was be VBD cord-035254-630w2rtn 211 13 too too RB cord-035254-630w2rtn 211 14 infrequent infrequent JJ cord-035254-630w2rtn 211 15 for for IN cord-035254-630w2rtn 211 16 analysis analysis NN cord-035254-630w2rtn 211 17 , , , cord-035254-630w2rtn 211 18 with with IN cord-035254-630w2rtn 211 19 only only RB cord-035254-630w2rtn 211 20 a a DT cord-035254-630w2rtn 211 21 single single JJ cord-035254-630w2rtn 211 22 mention mention NN cord-035254-630w2rtn 211 23 during during IN cord-035254-630w2rtn 211 24 the the DT cord-035254-630w2rtn 211 25 sampling sampling NN cord-035254-630w2rtn 211 26 period period NN cord-035254-630w2rtn 211 27 . . . cord-035254-630w2rtn 211 28 ) ) -RRB- cord-035254-630w2rtn 212 1 For for IN cord-035254-630w2rtn 212 2 this this DT cord-035254-630w2rtn 212 3 analysis analysis NN cord-035254-630w2rtn 212 4 , , , cord-035254-630w2rtn 212 5 articles article NNS cord-035254-630w2rtn 212 6 that that WDT cord-035254-630w2rtn 212 7 contained contain VBD cord-035254-630w2rtn 212 8 " " `` cord-035254-630w2rtn 212 9 Russia Russia NNP cord-035254-630w2rtn 212 10 " " '' cord-035254-630w2rtn 212 11 or or CC cord-035254-630w2rtn 212 12 " " `` cord-035254-630w2rtn 212 13 Mueller Mueller NNP cord-035254-630w2rtn 212 14 " " '' cord-035254-630w2rtn 212 15 were be VBD cord-035254-630w2rtn 212 16 excluded exclude VBN cord-035254-630w2rtn 212 17 to to TO cord-035254-630w2rtn 212 18 avoid avoid VB cord-035254-630w2rtn 212 19 contamination contamination NN cord-035254-630w2rtn 212 20 of of IN cord-035254-630w2rtn 212 21 the the DT cord-035254-630w2rtn 212 22 placebo placebo NN cord-035254-630w2rtn 212 23 coverage coverage NN cord-035254-630w2rtn 212 24 by by IN cord-035254-630w2rtn 212 25 the the DT cord-035254-630w2rtn 212 26 threatening threatening JJ cord-035254-630w2rtn 212 27 topic topic NN cord-035254-630w2rtn 212 28 . . . cord-035254-630w2rtn 213 1 The the DT cord-035254-630w2rtn 213 2 pattern pattern NN cord-035254-630w2rtn 213 3 for for IN cord-035254-630w2rtn 213 4 Brexit Brexit NNP cord-035254-630w2rtn 213 5 ( ( -LRB- cord-035254-630w2rtn 213 6 Fig Fig NNP cord-035254-630w2rtn 213 7 . . . cord-035254-630w2rtn 213 8 6 6 CD cord-035254-630w2rtn 213 9 ) ) -RRB- cord-035254-630w2rtn 213 10 differs differ VBZ cord-035254-630w2rtn 213 11 from from IN cord-035254-630w2rtn 213 12 the the DT cord-035254-630w2rtn 213 13 results result NNS cord-035254-630w2rtn 213 14 for for IN cord-035254-630w2rtn 213 15 Russia Russia NNP cord-035254-630w2rtn 213 16 - - HYPH cord-035254-630w2rtn 213 17 Mueller Mueller NNP cord-035254-630w2rtn 213 18 . . . cord-035254-630w2rtn 214 1 Although although IN cord-035254-630w2rtn 214 2 Brexit Brexit NNP cord-035254-630w2rtn 214 3 coverage coverage NN cord-035254-630w2rtn 214 4 stimulates stimulate VBZ cord-035254-630w2rtn 214 5 Twitter Twitter NNP cord-035254-630w2rtn 214 6 activity activity NN cord-035254-630w2rtn 214 7 by by IN cord-035254-630w2rtn 214 8 President President NNP cord-035254-630w2rtn 214 9 Trump Trump NNP cord-035254-630w2rtn 214 10 ( ( -LRB- cord-035254-630w2rtn 214 11 i.e. i.e. FW cord-035254-630w2rtn 214 12 , , , cord-035254-630w2rtn 214 13 points point VBZ cord-035254-630w2rtn 214 14 to to IN cord-035254-630w2rtn 214 15 the the DT cord-035254-630w2rtn 214 16 right right NN cord-035254-630w2rtn 214 17 of of IN cord-035254-630w2rtn 214 18 vertical vertical JJ cord-035254-630w2rtn 214 19 red red JJ cord-035254-630w2rtn 214 20 line line NN cord-035254-630w2rtn 214 21 ) ) -RRB- cord-035254-630w2rtn 214 22 , , , cord-035254-630w2rtn 214 23 the the DT cord-035254-630w2rtn 214 24 word word NN cord-035254-630w2rtn 214 25 pairs pair NNS cord-035254-630w2rtn 214 26 that that WDT cord-035254-630w2rtn 214 27 fall fall VBP cord-035254-630w2rtn 214 28 outside outside IN cord-035254-630w2rtn 214 29 the the DT cord-035254-630w2rtn 214 30 significance significance NN cord-035254-630w2rtn 214 31 boundary boundary NN cord-035254-630w2rtn 214 32 tend tend VBP cord-035254-630w2rtn 214 33 to to TO cord-035254-630w2rtn 214 34 be be VB cord-035254-630w2rtn 214 35 distributed distribute VBN cord-035254-630w2rtn 214 36 across across IN cord-035254-630w2rtn 214 37 all all DT cord-035254-630w2rtn 214 38 four four CD cord-035254-630w2rtn 214 39 quadrants quadrant NNS cord-035254-630w2rtn 214 40 . . . cord-035254-630w2rtn 215 1 The the DT cord-035254-630w2rtn 215 2 second second JJ cord-035254-630w2rtn 215 3 control control NN cord-035254-630w2rtn 215 4 analysis analysis NN cord-035254-630w2rtn 215 5 examined examine VBD cord-035254-630w2rtn 215 6 other other JJ cord-035254-630w2rtn 215 7 placebo placebo NN cord-035254-630w2rtn 215 8 topics topic NNS cord-035254-630w2rtn 215 9 using use VBG cord-035254-630w2rtn 215 10 the the DT cord-035254-630w2rtn 215 11 OLS OLS NNP cord-035254-630w2rtn 215 12 approach approach NN cord-035254-630w2rtn 215 13 , , , cord-035254-630w2rtn 215 14 represented represent VBN cord-035254-630w2rtn 215 15 by by IN cord-035254-630w2rtn 215 16 the the DT cord-035254-630w2rtn 215 17 NYT NYT NNP cord-035254-630w2rtn 215 18 keywords keyword NNS cord-035254-630w2rtn 215 19 " " `` cord-035254-630w2rtn 215 20 skiing skiing NN cord-035254-630w2rtn 215 21 , , , cord-035254-630w2rtn 215 22 " " '' cord-035254-630w2rtn 215 23 " " `` cord-035254-630w2rtn 215 24 football football NN cord-035254-630w2rtn 215 25 , , , cord-035254-630w2rtn 215 26 " " '' cord-035254-630w2rtn 215 27 " " `` cord-035254-630w2rtn 215 28 economy economy NN cord-035254-630w2rtn 215 29 , , , cord-035254-630w2rtn 215 30 " " '' cord-035254-630w2rtn 215 31 " " `` cord-035254-630w2rtn 215 32 vegetarian vegetarian JJ cord-035254-630w2rtn 215 33 , , , cord-035254-630w2rtn 215 34 " " '' cord-035254-630w2rtn 215 35 and and CC cord-035254-630w2rtn 215 36 " " `` cord-035254-630w2rtn 215 37 gardening gardening NN cord-035254-630w2rtn 215 38 " " '' cord-035254-630w2rtn 215 39 ( ( -LRB- cord-035254-630w2rtn 215 40 Fig Fig NNP cord-035254-630w2rtn 215 41 . . NNP cord-035254-630w2rtn 215 42 7 7 CD cord-035254-630w2rtn 215 43 ) ) -RRB- cord-035254-630w2rtn 215 44 . . . cord-035254-630w2rtn 216 1 The the DT cord-035254-630w2rtn 216 2 keywords keyword NNS cord-035254-630w2rtn 216 3 were be VBD cord-035254-630w2rtn 216 4 chosen choose VBN cord-035254-630w2rtn 216 5 to to TO cord-035254-630w2rtn 216 6 span span VB cord-035254-630w2rtn 216 7 a a DT cord-035254-630w2rtn 216 8 variety variety NN cord-035254-630w2rtn 216 9 of of IN cord-035254-630w2rtn 216 10 unrelated unrelated JJ cord-035254-630w2rtn 216 11 domains domain NNS cord-035254-630w2rtn 216 12 and and CC cord-035254-630w2rtn 216 13 were be VBD cord-035254-630w2rtn 216 14 assumed assume VBN cord-035254-630w2rtn 216 15 not not RB cord-035254-630w2rtn 216 16 to to TO cord-035254-630w2rtn 216 17 be be VB cord-035254-630w2rtn 216 18 harmful harmful JJ cord-035254-630w2rtn 216 19 or or CC cord-035254-630w2rtn 216 20 threatening threatening JJ cord-035254-630w2rtn 216 21 to to IN cord-035254-630w2rtn 216 22 the the DT cord-035254-630w2rtn 216 23 president president NN cord-035254-630w2rtn 216 24 . . . cord-035254-630w2rtn 217 1 For for IN cord-035254-630w2rtn 217 2 this this DT cord-035254-630w2rtn 217 3 analysis analysis NN cord-035254-630w2rtn 217 4 , , , cord-035254-630w2rtn 217 5 the the DT cord-035254-630w2rtn 217 6 corpus corpus NN cord-035254-630w2rtn 217 7 was be VBD cord-035254-630w2rtn 217 8 again again RB cord-035254-630w2rtn 217 9 restricted restrict VBN cord-035254-630w2rtn 217 10 to to IN cord-035254-630w2rtn 217 11 articles article NNS cord-035254-630w2rtn 217 12 that that WDT cord-035254-630w2rtn 217 13 contained contain VBD cord-035254-630w2rtn 217 14 neither neither CC cord-035254-630w2rtn 217 15 " " `` cord-035254-630w2rtn 217 16 Russia Russia NNP cord-035254-630w2rtn 217 17 " " '' cord-035254-630w2rtn 217 18 nor nor CC cord-035254-630w2rtn 217 19 " " `` cord-035254-630w2rtn 217 20 Mueller Mueller NNP cord-035254-630w2rtn 217 21 " " '' cord-035254-630w2rtn 217 22 to to TO cord-035254-630w2rtn 217 23 guard guard VB cord-035254-630w2rtn 217 24 against against IN cord-035254-630w2rtn 217 25 contamination contamination NN cord-035254-630w2rtn 217 26 of of IN cord-035254-630w2rtn 217 27 the the DT cord-035254-630w2rtn 217 28 coverage coverage NN cord-035254-630w2rtn 217 29 by by IN cord-035254-630w2rtn 217 30 a a DT cord-035254-630w2rtn 217 31 threatening threatening JJ cord-035254-630w2rtn 217 32 topic topic NN cord-035254-630w2rtn 217 33 . . . cord-035254-630w2rtn 218 1 For for IN cord-035254-630w2rtn 218 2 most most JJS cord-035254-630w2rtn 218 3 of of IN cord-035254-630w2rtn 218 4 these these DT cord-035254-630w2rtn 218 5 keywords keyword NNS cord-035254-630w2rtn 218 6 , , , cord-035254-630w2rtn 218 7 ABC ABC NNP cord-035254-630w2rtn 218 8 News News NNP cord-035254-630w2rtn 218 9 headlines headline NNS cord-035254-630w2rtn 218 10 had have VBD cord-035254-630w2rtn 218 11 zero zero CD cord-035254-630w2rtn 218 12 or or CC cord-035254-630w2rtn 218 13 one one CD cord-035254-630w2rtn 218 14 mention mention NN cord-035254-630w2rtn 218 15 only only RB cord-035254-630w2rtn 218 16 . . . cord-035254-630w2rtn 219 1 The the DT cord-035254-630w2rtn 219 2 exceptions exception NNS cord-035254-630w2rtn 219 3 were be VBD cord-035254-630w2rtn 219 4 " " `` cord-035254-630w2rtn 219 5 football football NN cord-035254-630w2rtn 219 6 " " '' cord-035254-630w2rtn 219 7 and and CC cord-035254-630w2rtn 219 8 " " `` cord-035254-630w2rtn 219 9 economy economy NN cord-035254-630w2rtn 219 10 , , , cord-035254-630w2rtn 219 11 " " '' cord-035254-630w2rtn 219 12 which which WDT cord-035254-630w2rtn 219 13 had have VBD cord-035254-630w2rtn 219 14 40 40 CD cord-035254-630w2rtn 219 15 and and CC cord-035254-630w2rtn 219 16 39 39 CD cord-035254-630w2rtn 219 17 occurrences occurrence NNS cord-035254-630w2rtn 219 18 , , , cord-035254-630w2rtn 219 19 respectively respectively RB cord-035254-630w2rtn 219 20 . . . cord-035254-630w2rtn 220 1 We -PRON- PRP cord-035254-630w2rtn 220 2 analyzed analyze VBD cord-035254-630w2rtn 220 3 ABC ABC NNP cord-035254-630w2rtn 220 4 News News NNP cord-035254-630w2rtn 220 5 for for IN cord-035254-630w2rtn 220 6 those those DT cord-035254-630w2rtn 220 7 two two CD cord-035254-630w2rtn 220 8 keywords keyword NNS cord-035254-630w2rtn 220 9 and and CC cord-035254-630w2rtn 220 10 found find VBD cord-035254-630w2rtn 220 11 the the DT cord-035254-630w2rtn 220 12 same same JJ cord-035254-630w2rtn 220 13 pattern pattern NN cord-035254-630w2rtn 220 14 as as IN cord-035254-630w2rtn 220 15 for for IN cord-035254-630w2rtn 220 16 all all DT cord-035254-630w2rtn 220 17 placebo placebo NN cord-035254-630w2rtn 220 18 topics topic NNS cord-035254-630w2rtn 220 19 in in IN cord-035254-630w2rtn 220 20 the the DT cord-035254-630w2rtn 220 21 NYT NYT NNP cord-035254-630w2rtn 220 22 . . . cord-035254-630w2rtn 221 1 Across across IN cord-035254-630w2rtn 221 2 the the DT cord-035254-630w2rtn 221 3 5 5 CD cord-035254-630w2rtn 221 4 keywords keyword NNS cord-035254-630w2rtn 221 5 , , , cord-035254-630w2rtn 221 6 less less JJR cord-035254-630w2rtn 221 7 than than IN cord-035254-630w2rtn 221 8 0.03 0.03 CD cord-035254-630w2rtn 221 9 % % NN cord-035254-630w2rtn 221 10 of of IN cord-035254-630w2rtn 221 11 the the DT cord-035254-630w2rtn 221 12 word word NN cord-035254-630w2rtn 221 13 pairs pair NNS cord-035254-630w2rtn 221 14 ( ( -LRB- cord-035254-630w2rtn 221 15 2 2 CD cord-035254-630w2rtn 221 16 out out IN cord-035254-630w2rtn 221 17 of of IN cord-035254-630w2rtn 221 18 7425 7425 CD cord-035254-630w2rtn 221 19 for for IN cord-035254-630w2rtn 221 20 OLS OLS NNP cord-035254-630w2rtn 221 21 ) ) -RRB- cord-035254-630w2rtn 221 22 fell fall VBD cord-035254-630w2rtn 221 23 into into IN cord-035254-630w2rtn 221 24 the the DT cord-035254-630w2rtn 221 25 ( ( -LRB- cord-035254-630w2rtn 221 26 panels panel NNS cord-035254-630w2rtn 221 27 ( ( -LRB- cord-035254-630w2rtn 221 28 a a NNP cord-035254-630w2rtn 221 29 - - HYPH cord-035254-630w2rtn 221 30 c c NN cord-035254-630w2rtn 221 31 ) ) -RRB- cord-035254-630w2rtn 221 32 ) ) -RRB- cord-035254-630w2rtn 221 33 . . . cord-035254-630w2rtn 222 1 The the DT cord-035254-630w2rtn 222 2 center center NN cord-035254-630w2rtn 222 3 ( ( -LRB- cord-035254-630w2rtn 222 4 d d NN cord-035254-630w2rtn 222 5 - - HYPH cord-035254-630w2rtn 222 6 f f NNP cord-035254-630w2rtn 222 7 ) ) -RRB- cord-035254-630w2rtn 222 8 and and CC cord-035254-630w2rtn 222 9 bottom bottom NN cord-035254-630w2rtn 222 10 ( ( -LRB- cord-035254-630w2rtn 222 11 g g NN cord-035254-630w2rtn 222 12 - - : cord-035254-630w2rtn 222 13 i i NNP cord-035254-630w2rtn 222 14 ) ) -RRB- cord-035254-630w2rtn 222 15 row row NN cord-035254-630w2rtn 222 16 of of IN cord-035254-630w2rtn 222 17 panels panel NNS cord-035254-630w2rtn 222 18 show show VBP cord-035254-630w2rtn 222 19 results result NNS cord-035254-630w2rtn 222 20 for for IN cord-035254-630w2rtn 222 21 ABC ABC NNP cord-035254-630w2rtn 222 22 News News NNP cord-035254-630w2rtn 222 23 and and CC cord-035254-630w2rtn 222 24 the the DT cord-035254-630w2rtn 222 25 average average NN cord-035254-630w2rtn 222 26 of of IN cord-035254-630w2rtn 222 27 both both DT cord-035254-630w2rtn 222 28 media medium NNS cord-035254-630w2rtn 222 29 outlets outlet NNS cord-035254-630w2rtn 222 30 , , , cord-035254-630w2rtn 222 31 respectively respectively RB cord-035254-630w2rtn 222 32 . . . cord-035254-630w2rtn 223 1 The the DT cord-035254-630w2rtn 223 2 left left JJ cord-035254-630w2rtn 223 3 column column NN cord-035254-630w2rtn 223 4 of of IN cord-035254-630w2rtn 223 5 panels panel NNS cord-035254-630w2rtn 223 6 ( ( -LRB- cord-035254-630w2rtn 223 7 a a FW cord-035254-630w2rtn 223 8 , , , cord-035254-630w2rtn 223 9 d d NNP cord-035254-630w2rtn 223 10 , , , cord-035254-630w2rtn 223 11 g g NNP cord-035254-630w2rtn 223 12 ) ) -RRB- cord-035254-630w2rtn 223 13 shows show VBZ cord-035254-630w2rtn 223 14 results result NNS cord-035254-630w2rtn 223 15 from from IN cord-035254-630w2rtn 223 16 two two CD cord-035254-630w2rtn 223 17 independent independent JJ cord-035254-630w2rtn 223 18 OLS OLS NNP cord-035254-630w2rtn 223 19 models model NNS cord-035254-630w2rtn 223 20 , , , cord-035254-630w2rtn 223 21 the the DT cord-035254-630w2rtn 223 22 center center NN cord-035254-630w2rtn 223 23 column column NN cord-035254-630w2rtn 223 24 ( ( -LRB- cord-035254-630w2rtn 223 25 b b NN cord-035254-630w2rtn 223 26 , , , cord-035254-630w2rtn 223 27 e e NNP cord-035254-630w2rtn 223 28 , , , cord-035254-630w2rtn 223 29 h h NNP cord-035254-630w2rtn 223 30 ) ) -RRB- cord-035254-630w2rtn 223 31 is be VBZ cord-035254-630w2rtn 223 32 for for IN cord-035254-630w2rtn 223 33 a a DT cord-035254-630w2rtn 223 34 single single JJ cord-035254-630w2rtn 223 35 3SLS 3sls JJ cord-035254-630w2rtn 223 36 model model NN cord-035254-630w2rtn 223 37 in in IN cord-035254-630w2rtn 223 38 which which WDT cord-035254-630w2rtn 223 39 suppression suppression NN cord-035254-630w2rtn 223 40 is be VBZ cord-035254-630w2rtn 223 41 modeled model VBN cord-035254-630w2rtn 223 42 by by IN cord-035254-630w2rtn 223 43 relating relate VBG cord-035254-630w2rtn 223 44 yesterday yesterday NN cord-035254-630w2rtn 223 45 's 's POS cord-035254-630w2rtn 223 46 tweets tweet NNS cord-035254-630w2rtn 223 47 to to IN cord-035254-630w2rtn 223 48 today today NN cord-035254-630w2rtn 223 49 's 's POS cord-035254-630w2rtn 223 50 coverage coverage NN cord-035254-630w2rtn 223 51 , , , cord-035254-630w2rtn 223 52 and and CC cord-035254-630w2rtn 223 53 the the DT cord-035254-630w2rtn 223 54 right right JJ cord-035254-630w2rtn 223 55 column column NN cord-035254-630w2rtn 223 56 ( ( -LRB- cord-035254-630w2rtn 223 57 c c NNP cord-035254-630w2rtn 223 58 , , , cord-035254-630w2rtn 223 59 f f NNP cord-035254-630w2rtn 223 60 , , , cord-035254-630w2rtn 223 61 i i PRP cord-035254-630w2rtn 223 62 ) ) -RRB- cord-035254-630w2rtn 223 63 is be VBZ cord-035254-630w2rtn 223 64 a a DT cord-035254-630w2rtn 223 65 3SLS 3sls CD cord-035254-630w2rtn 223 66 model model NN cord-035254-630w2rtn 223 67 in in IN cord-035254-630w2rtn 223 68 which which WDT cord-035254-630w2rtn 223 69 suppression suppression NN cord-035254-630w2rtn 223 70 is be VBZ cord-035254-630w2rtn 223 71 modeled model VBN cord-035254-630w2rtn 223 72 by by IN cord-035254-630w2rtn 223 73 relating relate VBG cord-035254-630w2rtn 223 74 today today NN cord-035254-630w2rtn 223 75 's 's POS cord-035254-630w2rtn 223 76 tweets tweet NNS cord-035254-630w2rtn 223 77 to to IN cord-035254-630w2rtn 223 78 tomorrow tomorrow NN cord-035254-630w2rtn 223 79 's 's POS cord-035254-630w2rtn 223 80 coverage coverage NN cord-035254-630w2rtn 223 81 . . . cord-035254-630w2rtn 224 1 In in IN cord-035254-630w2rtn 224 2 each each DT cord-035254-630w2rtn 224 3 panel panel NN cord-035254-630w2rtn 224 4 , , , cord-035254-630w2rtn 224 5 the the DT cord-035254-630w2rtn 224 6 axes axis NNS cord-035254-630w2rtn 224 7 show show VBP cord-035254-630w2rtn 224 8 jittered jittere VBD cord-035254-630w2rtn 224 9 t t NN cord-035254-630w2rtn 224 10 - - HYPH cord-035254-630w2rtn 224 11 values value NNS cord-035254-630w2rtn 224 12 of of IN cord-035254-630w2rtn 224 13 the the DT cord-035254-630w2rtn 224 14 regression regression NN cord-035254-630w2rtn 224 15 coefficients coefficient NNS cord-035254-630w2rtn 224 16 for for IN cord-035254-630w2rtn 224 17 diversion diversion NN cord-035254-630w2rtn 224 18 ( ( -LRB- cord-035254-630w2rtn 224 19 X x NN cord-035254-630w2rtn 224 20 - - NN cord-035254-630w2rtn 224 21 axis axis NN cord-035254-630w2rtn 224 22 ) ) -RRB- cord-035254-630w2rtn 224 23 and and CC cord-035254-630w2rtn 224 24 suppression suppression NN cord-035254-630w2rtn 224 25 ( ( -LRB- cord-035254-630w2rtn 224 26 Y y NN cord-035254-630w2rtn 224 27 - - HYPH cord-035254-630w2rtn 224 28 axis axis NN cord-035254-630w2rtn 224 29 ) ) -RRB- cord-035254-630w2rtn 224 30 . . . cord-035254-630w2rtn 225 1 Each each DT cord-035254-630w2rtn 225 2 point point NN cord-035254-630w2rtn 225 3 represents represent VBZ cord-035254-630w2rtn 225 4 diversion diversion NN cord-035254-630w2rtn 225 5 and and CC cord-035254-630w2rtn 225 6 suppression suppression NN cord-035254-630w2rtn 225 7 for for IN cord-035254-630w2rtn 225 8 one one CD cord-035254-630w2rtn 225 9 pair pair NN cord-035254-630w2rtn 225 10 of of IN cord-035254-630w2rtn 225 11 words word NNS cord-035254-630w2rtn 225 12 in in IN cord-035254-630w2rtn 225 13 the the DT cord-035254-630w2rtn 225 14 Twitter Twitter NNP cord-035254-630w2rtn 225 15 vocabulary vocabulary NN cord-035254-630w2rtn 225 16 . . . cord-035254-630w2rtn 226 1 Red red JJ cord-035254-630w2rtn 226 2 vertical vertical JJ cord-035254-630w2rtn 226 3 and and CC cord-035254-630w2rtn 226 4 horizontal horizontal JJ cord-035254-630w2rtn 226 5 lines line NNS cord-035254-630w2rtn 226 6 denote denote VBP cord-035254-630w2rtn 226 7 significance significance NN cord-035254-630w2rtn 226 8 thresholds threshold NNS cord-035254-630w2rtn 226 9 ( ( -LRB- cord-035254-630w2rtn 226 10 ±1.96 ±1.96 NNP cord-035254-630w2rtn 226 11 ) ) -RRB- cord-035254-630w2rtn 226 12 . . . cord-035254-630w2rtn 227 1 Word word NN cord-035254-630w2rtn 227 2 pairs pair NNS cord-035254-630w2rtn 227 3 that that WDT cord-035254-630w2rtn 227 4 are be VBP cord-035254-630w2rtn 227 5 triggered trigger VBN cord-035254-630w2rtn 227 6 by by IN cord-035254-630w2rtn 227 7 Mueller Mueller NNP cord-035254-630w2rtn 227 8 coverage coverage NN cord-035254-630w2rtn 227 9 ( ( -LRB- cord-035254-630w2rtn 227 10 p p NN cord-035254-630w2rtn 227 11 < < XX cord-035254-630w2rtn 227 12 0.05 0.05 CD cord-035254-630w2rtn 227 13 ) ) -RRB- cord-035254-630w2rtn 227 14 and and CC cord-035254-630w2rtn 227 15 affect affect VB cord-035254-630w2rtn 227 16 subsequent subsequent JJ cord-035254-630w2rtn 227 17 coverage coverage NN cord-035254-630w2rtn 227 18 ( ( -LRB- cord-035254-630w2rtn 227 19 p p NN cord-035254-630w2rtn 227 20 < < XX cord-035254-630w2rtn 227 21 0.05 0.05 CD cord-035254-630w2rtn 227 22 ) ) -RRB- cord-035254-630w2rtn 227 23 are be VBP cord-035254-630w2rtn 227 24 plotted plot VBN cord-035254-630w2rtn 227 25 in in IN cord-035254-630w2rtn 227 26 red red NN cord-035254-630w2rtn 227 27 . . . cord-035254-630w2rtn 228 1 The the DT cord-035254-630w2rtn 228 2 gray gray JJ cord-035254-630w2rtn 228 3 contour contour NN cord-035254-630w2rtn 228 4 lines line NNS cord-035254-630w2rtn 228 5 in in IN cord-035254-630w2rtn 228 6 each each DT cord-035254-630w2rtn 228 7 panel panel NN cord-035254-630w2rtn 228 8 show show VBP cord-035254-630w2rtn 228 9 the the DT cord-035254-630w2rtn 228 10 distribution distribution NN cord-035254-630w2rtn 228 11 of of IN cord-035254-630w2rtn 228 12 points point NNS cord-035254-630w2rtn 228 13 obtained obtain VBN cord-035254-630w2rtn 228 14 if if IN cord-035254-630w2rtn 228 15 the the DT cord-035254-630w2rtn 228 16 timeline timeline NN cord-035254-630w2rtn 228 17 of of IN cord-035254-630w2rtn 228 18 tweets tweet NNS cord-035254-630w2rtn 228 19 is be VBZ cord-035254-630w2rtn 228 20 randomized randomized JJ cord-035254-630w2rtn 228 21 ( ( -LRB- cord-035254-630w2rtn 228 22 red red JJ cord-035254-630w2rtn 228 23 perimeter perimeter NN cord-035254-630w2rtn 228 24 represents represent VBZ cord-035254-630w2rtn 228 25 95 95 CD cord-035254-630w2rtn 228 26 % % NN cord-035254-630w2rtn 228 27 cutoff cutoff NN cord-035254-630w2rtn 228 28 , , , cord-035254-630w2rtn 228 29 see see VB cord-035254-630w2rtn 228 30 " " `` cord-035254-630w2rtn 228 31 Methods method NNS cord-035254-630w2rtn 228 32 " " '' cord-035254-630w2rtn 228 33 ) ) -RRB- cord-035254-630w2rtn 228 34 . . . cord-035254-630w2rtn 229 1 The the DT cord-035254-630w2rtn 229 2 blue blue JJ cord-035254-630w2rtn 229 3 rugs rug NNS cord-035254-630w2rtn 229 4 represent represent VBP cord-035254-630w2rtn 229 5 univariate univariate JJ cord-035254-630w2rtn 229 6 distributions distribution NNS cord-035254-630w2rtn 229 7 . . . cord-035254-630w2rtn 230 1 bottom bottom JJ cord-035254-630w2rtn 230 2 - - HYPH cord-035254-630w2rtn 230 3 right right JJ cord-035254-630w2rtn 230 4 quadrant quadrant NN cord-035254-630w2rtn 230 5 . . . cord-035254-630w2rtn 231 1 This this DT cord-035254-630w2rtn 231 2 number number NN cord-035254-630w2rtn 231 3 is be VBZ cord-035254-630w2rtn 231 4 40 40 CD cord-035254-630w2rtn 231 5 times time NNS cord-035254-630w2rtn 231 6 smaller small JJR cord-035254-630w2rtn 231 7 than than IN cord-035254-630w2rtn 231 8 for for IN cord-035254-630w2rtn 231 9 the the DT cord-035254-630w2rtn 231 10 parallel parallel JJ cord-035254-630w2rtn 231 11 NYT NYT NNP cord-035254-630w2rtn 231 12 analysis analysis NN cord-035254-630w2rtn 231 13 for for IN cord-035254-630w2rtn 231 14 Russia Russia NNP cord-035254-630w2rtn 231 15 - - HYPH cord-035254-630w2rtn 231 16 Mueller Mueller NNP cord-035254-630w2rtn 231 17 . . . cord-035254-630w2rtn 232 1 Our -PRON- PRP$ cord-035254-630w2rtn 232 2 analysis analysis NN cord-035254-630w2rtn 232 3 presents present VBZ cord-035254-630w2rtn 232 4 empirical empirical JJ cord-035254-630w2rtn 232 5 evidence evidence NN cord-035254-630w2rtn 232 6 that that WDT cord-035254-630w2rtn 232 7 is be VBZ cord-035254-630w2rtn 232 8 consistent consistent JJ cord-035254-630w2rtn 232 9 with with IN cord-035254-630w2rtn 232 10 the the DT cord-035254-630w2rtn 232 11 hypothesis hypothesis NN cord-035254-630w2rtn 232 12 that that IN cord-035254-630w2rtn 232 13 President President NNP cord-035254-630w2rtn 232 14 Trump Trump NNP cord-035254-630w2rtn 232 15 's 's POS cord-035254-630w2rtn 232 16 use use NN cord-035254-630w2rtn 232 17 of of IN cord-035254-630w2rtn 232 18 social social JJ cord-035254-630w2rtn 232 19 media medium NNS cord-035254-630w2rtn 232 20 leads lead VBZ cord-035254-630w2rtn 232 21 to to IN cord-035254-630w2rtn 232 22 systematic systematic JJ cord-035254-630w2rtn 232 23 diversion diversion NN cord-035254-630w2rtn 232 24 , , , cord-035254-630w2rtn 232 25 which which WDT cord-035254-630w2rtn 232 26 in in IN cord-035254-630w2rtn 232 27 turn turn NN cord-035254-630w2rtn 232 28 may may MD cord-035254-630w2rtn 232 29 suppress suppress VB cord-035254-630w2rtn 232 30 media medium NNS cord-035254-630w2rtn 232 31 coverage coverage NN cord-035254-630w2rtn 232 32 that that WDT cord-035254-630w2rtn 232 33 is be VBZ cord-035254-630w2rtn 232 34 potentially potentially RB cord-035254-630w2rtn 232 35 harmful harmful JJ cord-035254-630w2rtn 232 36 to to IN cord-035254-630w2rtn 232 37 him -PRON- PRP cord-035254-630w2rtn 232 38 . . . cord-035254-630w2rtn 233 1 This this DT cord-035254-630w2rtn 233 2 association association NN cord-035254-630w2rtn 233 3 was be VBD cord-035254-630w2rtn 233 4 observed observe VBN cord-035254-630w2rtn 233 5 after after IN cord-035254-630w2rtn 233 6 controlling control VBG cord-035254-630w2rtn 233 7 for for IN cord-035254-630w2rtn 233 8 long long JJ cord-035254-630w2rtn 233 9 - - HYPH cord-035254-630w2rtn 233 10 term term NN cord-035254-630w2rtn 233 11 trends trend NNS cord-035254-630w2rtn 233 12 ( ( -LRB- cord-035254-630w2rtn 233 13 linear linear JJ cord-035254-630w2rtn 233 14 and and CC cord-035254-630w2rtn 233 15 quadratic quadratic JJ cord-035254-630w2rtn 233 16 ) ) -RRB- cord-035254-630w2rtn 233 17 , , , cord-035254-630w2rtn 233 18 week week NN cord-035254-630w2rtn 233 19 - - HYPH cord-035254-630w2rtn 233 20 to to IN cord-035254-630w2rtn 233 21 - - HYPH cord-035254-630w2rtn 233 22 week week NN cord-035254-630w2rtn 233 23 fluctuations fluctuation NNS cord-035254-630w2rtn 233 24 , , , cord-035254-630w2rtn 233 25 and and CC cord-035254-630w2rtn 233 26 accounting account VBG cord-035254-630w2rtn 233 27 for for IN cord-035254-630w2rtn 233 28 substantial substantial JJ cord-035254-630w2rtn 233 29 levels level NNS cord-035254-630w2rtn 233 30 of of IN cord-035254-630w2rtn 233 31 potential potential JJ cord-035254-630w2rtn 233 32 autocorrelations autocorrelation NNS cord-035254-630w2rtn 233 33 in in IN cord-035254-630w2rtn 233 34 the the DT cord-035254-630w2rtn 233 35 dependent dependent JJ cord-035254-630w2rtn 233 36 variable variable NN cord-035254-630w2rtn 233 37 . . . cord-035254-630w2rtn 234 1 The the DT cord-035254-630w2rtn 234 2 pattern pattern NN cord-035254-630w2rtn 234 3 was be VBD cord-035254-630w2rtn 234 4 observed observe VBN cord-035254-630w2rtn 234 5 when when WRB cord-035254-630w2rtn 234 6 diversionary diversionary JJ cord-035254-630w2rtn 234 7 topics topic NNS cord-035254-630w2rtn 234 8 were be VBD cord-035254-630w2rtn 234 9 chosen choose VBN cord-035254-630w2rtn 234 10 a a DT cord-035254-630w2rtn 234 11 priori priori NN cord-035254-630w2rtn 234 12 to to TO cord-035254-630w2rtn 234 13 represent represent VB cord-035254-630w2rtn 234 14 the the DT cord-035254-630w2rtn 234 15 president president NN cord-035254-630w2rtn 234 16 's 's POS cord-035254-630w2rtn 234 17 preferred preferred JJ cord-035254-630w2rtn 234 18 political political JJ cord-035254-630w2rtn 234 19 issues issue NNS cord-035254-630w2rtn 234 20 , , , cord-035254-630w2rtn 234 21 and and CC cord-035254-630w2rtn 234 22 it -PRON- PRP cord-035254-630w2rtn 234 23 also also RB cord-035254-630w2rtn 234 24 emerged emerge VBD cord-035254-630w2rtn 234 25 when when WRB cord-035254-630w2rtn 234 26 all all DT cord-035254-630w2rtn 234 27 possible possible JJ cord-035254-630w2rtn 234 28 topics topic NNS cord-035254-630w2rtn 234 29 in in IN cord-035254-630w2rtn 234 30 the the DT cord-035254-630w2rtn 234 31 president president NN cord-035254-630w2rtn 234 32 's 's POS cord-035254-630w2rtn 234 33 Twitter Twitter NNP cord-035254-630w2rtn 234 34 vocabulary vocabulary NN cord-035254-630w2rtn 234 35 were be VBD cord-035254-630w2rtn 234 36 considered consider VBN cord-035254-630w2rtn 234 37 . . . cord-035254-630w2rtn 235 1 Crucially crucially RB cord-035254-630w2rtn 235 2 , , , cord-035254-630w2rtn 235 3 in in IN cord-035254-630w2rtn 235 4 our -PRON- PRP$ cord-035254-630w2rtn 235 5 analysis analysis NN cord-035254-630w2rtn 235 6 the the DT cord-035254-630w2rtn 235 7 diversion diversion NN cord-035254-630w2rtn 235 8 and and CC cord-035254-630w2rtn 235 9 suppression suppression NN cord-035254-630w2rtn 235 10 were be VBD cord-035254-630w2rtn 235 11 absent absent JJ cord-035254-630w2rtn 235 12 with with IN cord-035254-630w2rtn 235 13 placebo placebo NN cord-035254-630w2rtn 235 14 topics topic NNS cord-035254-630w2rtn 235 15 that that WDT cord-035254-630w2rtn 235 16 present present VBP cord-035254-630w2rtn 235 17 no no DT cord-035254-630w2rtn 235 18 political political JJ cord-035254-630w2rtn 235 19 threat threat NN cord-035254-630w2rtn 235 20 to to IN cord-035254-630w2rtn 235 21 the the DT cord-035254-630w2rtn 235 22 president president NN cord-035254-630w2rtn 235 23 , , , cord-035254-630w2rtn 235 24 ranging range VBG cord-035254-630w2rtn 235 25 from from IN cord-035254-630w2rtn 235 26 Brexit Brexit NNP cord-035254-630w2rtn 235 27 to to IN cord-035254-630w2rtn 235 28 various various JJ cord-035254-630w2rtn 235 29 neutral neutral JJ cord-035254-630w2rtn 235 30 topics topic NNS cord-035254-630w2rtn 235 31 such such JJ cord-035254-630w2rtn 235 32 as as IN cord-035254-630w2rtn 235 33 hobbies hobby NNS cord-035254-630w2rtn 235 34 and and CC cord-035254-630w2rtn 235 35 food food NN cord-035254-630w2rtn 235 36 preferences preference NNS cord-035254-630w2rtn 235 37 . . . cord-035254-630w2rtn 236 1 Our -PRON- PRP$ cord-035254-630w2rtn 236 2 data datum NNS cord-035254-630w2rtn 236 3 thus thus RB cord-035254-630w2rtn 236 4 provide provide VBP cord-035254-630w2rtn 236 5 empirical empirical JJ cord-035254-630w2rtn 236 6 support support NN cord-035254-630w2rtn 236 7 for for IN cord-035254-630w2rtn 236 8 anecdotal anecdotal JJ cord-035254-630w2rtn 236 9 reports report NNS cord-035254-630w2rtn 236 10 suggesting suggest VBG cord-035254-630w2rtn 236 11 that that IN cord-035254-630w2rtn 236 12 the the DT cord-035254-630w2rtn 236 13 president president NN cord-035254-630w2rtn 236 14 may may MD cord-035254-630w2rtn 236 15 be be VB cord-035254-630w2rtn 236 16 employing employ VBG cord-035254-630w2rtn 236 17 diversion diversion NN cord-035254-630w2rtn 236 18 to to TO cord-035254-630w2rtn 236 19 escape escape VB cord-035254-630w2rtn 236 20 scrutiny scrutiny NN cord-035254-630w2rtn 236 21 following follow VBG cord-035254-630w2rtn 236 22 harmful harmful JJ cord-035254-630w2rtn 236 23 media medium NNS cord-035254-630w2rtn 236 24 coverage coverage NN cord-035254-630w2rtn 236 25 and and CC cord-035254-630w2rtn 236 26 , , , cord-035254-630w2rtn 236 27 ideally ideally RB cord-035254-630w2rtn 236 28 , , , cord-035254-630w2rtn 236 29 to to TO cord-035254-630w2rtn 236 30 reduce reduce VB cord-035254-630w2rtn 236 31 additional additional JJ cord-035254-630w2rtn 236 32 harmful harmful JJ cord-035254-630w2rtn 236 33 media medium NNS cord-035254-630w2rtn 236 34 coverage coverage NN cord-035254-630w2rtn 236 35 24,27,43 24,27,43 CD cord-035254-630w2rtn 236 36 . . . cord-035254-630w2rtn 237 1 Our -PRON- PRP$ cord-035254-630w2rtn 237 2 evidence evidence NN cord-035254-630w2rtn 237 3 for for IN cord-035254-630w2rtn 237 4 diversion diversion NN cord-035254-630w2rtn 237 5 is be VBZ cord-035254-630w2rtn 237 6 strictly strictly RB cord-035254-630w2rtn 237 7 statistical statistical JJ cord-035254-630w2rtn 237 8 and and CC cord-035254-630w2rtn 237 9 limited limited JJ cord-035254-630w2rtn 237 10 to to IN cord-035254-630w2rtn 237 11 two two CD cord-035254-630w2rtn 237 12 media medium NNS cord-035254-630w2rtn 237 13 outlets outlet NNS cord-035254-630w2rtn 237 14 - - : cord-035254-630w2rtn 237 15 albeit albeit IN cord-035254-630w2rtn 237 16 those those DT cord-035254-630w2rtn 237 17 commonly commonly RB cord-035254-630w2rtn 237 18 acknowledged acknowledge VBN cord-035254-630w2rtn 237 19 to to TO cord-035254-630w2rtn 237 20 be be VB cord-035254-630w2rtn 237 21 agenda agenda NN cord-035254-630w2rtn 237 22 setting set VBG cord-035254-630w2rtn 237 23 in in IN cord-035254-630w2rtn 237 24 American american JJ cord-035254-630w2rtn 237 25 public public JJ cord-035254-630w2rtn 237 26 discourse discourse NN cord-035254-630w2rtn 237 27 - - : cord-035254-630w2rtn 237 28 and and CC cord-035254-630w2rtn 237 29 it -PRON- PRP cord-035254-630w2rtn 237 30 is be VBZ cord-035254-630w2rtn 237 31 possible possible JJ cord-035254-630w2rtn 237 32 that that IN cord-035254-630w2rtn 237 33 other other JJ cord-035254-630w2rtn 237 34 outlets outlet NNS cord-035254-630w2rtn 237 35 might may MD cord-035254-630w2rtn 237 36 show show VB cord-035254-630w2rtn 237 37 a a DT cord-035254-630w2rtn 237 38 different different JJ cord-035254-630w2rtn 237 39 pattern pattern NN cord-035254-630w2rtn 237 40 . . . cord-035254-630w2rtn 238 1 It -PRON- PRP cord-035254-630w2rtn 238 2 is be VBZ cord-035254-630w2rtn 238 3 also also RB cord-035254-630w2rtn 238 4 possible possible JJ cord-035254-630w2rtn 238 5 that that IN cord-035254-630w2rtn 238 6 the the DT cord-035254-630w2rtn 238 7 observed observed JJ cord-035254-630w2rtn 238 8 associations association NNS cord-035254-630w2rtn 238 9 do do VBP cord-035254-630w2rtn 238 10 not not RB cord-035254-630w2rtn 238 11 reflect reflect VB cord-035254-630w2rtn 238 12 causal causal JJ cord-035254-630w2rtn 238 13 relationships relationship NNS cord-035254-630w2rtn 238 14 . . . cord-035254-630w2rtn 239 1 These these DT cord-035254-630w2rtn 239 2 possibilities possibility NNS cord-035254-630w2rtn 239 3 do do VBP cord-035254-630w2rtn 239 4 not not RB cord-035254-630w2rtn 239 5 detract detract VB cord-035254-630w2rtn 239 6 from from IN cord-035254-630w2rtn 239 7 the the DT cord-035254-630w2rtn 239 8 fact fact NN cord-035254-630w2rtn 239 9 , , , cord-035254-630w2rtn 239 10 however however RB cord-035254-630w2rtn 239 11 , , , cord-035254-630w2rtn 239 12 that that IN cord-035254-630w2rtn 239 13 leading lead VBG cord-035254-630w2rtn 239 14 media medium NNS cord-035254-630w2rtn 239 15 organs organ NNS cord-035254-630w2rtn 239 16 in in IN cord-035254-630w2rtn 239 17 the the DT cord-035254-630w2rtn 239 18 US US NNP cord-035254-630w2rtn 239 19 are be VBP cord-035254-630w2rtn 239 20 intertwined intertwine VBN cord-035254-630w2rtn 239 21 with with IN cord-035254-630w2rtn 239 22 the the DT cord-035254-630w2rtn 239 23 president president NN cord-035254-630w2rtn 239 24 's 's POS cord-035254-630w2rtn 239 25 public public JJ cord-035254-630w2rtn 239 26 speech speech NN cord-035254-630w2rtn 239 27 in in IN cord-035254-630w2rtn 239 28 an an DT cord-035254-630w2rtn 239 29 intriguing intriguing JJ cord-035254-630w2rtn 239 30 manner manner NN cord-035254-630w2rtn 239 31 . . . cord-035254-630w2rtn 240 1 We -PRON- PRP cord-035254-630w2rtn 240 2 also also RB cord-035254-630w2rtn 240 3 can can MD cord-035254-630w2rtn 240 4 not not RB cord-035254-630w2rtn 240 5 infer infer VB cord-035254-630w2rtn 240 6 intentionality intentionality NN cord-035254-630w2rtn 240 7 from from IN cord-035254-630w2rtn 240 8 these these DT cord-035254-630w2rtn 240 9 data datum NNS cord-035254-630w2rtn 240 10 . . . cord-035254-630w2rtn 241 1 It -PRON- PRP cord-035254-630w2rtn 241 2 remains remain VBZ cord-035254-630w2rtn 241 3 unclear unclear JJ cord-035254-630w2rtn 241 4 whether whether IN cord-035254-630w2rtn 241 5 the the DT cord-035254-630w2rtn 241 6 president president NN cord-035254-630w2rtn 241 7 is be VBZ cord-035254-630w2rtn 241 8 aware aware JJ cord-035254-630w2rtn 241 9 of of IN cord-035254-630w2rtn 241 10 his -PRON- PRP$ cord-035254-630w2rtn 241 11 strategic strategic JJ cord-035254-630w2rtn 241 12 deployment deployment NN cord-035254-630w2rtn 241 13 of of IN cord-035254-630w2rtn 241 14 Twitter Twitter NNP cord-035254-630w2rtn 241 15 or or CC cord-035254-630w2rtn 241 16 acts act VBZ cord-035254-630w2rtn 241 17 on on IN cord-035254-630w2rtn 241 18 the the DT cord-035254-630w2rtn 241 19 basis basis NN cord-035254-630w2rtn 241 20 of of IN cord-035254-630w2rtn 241 21 intuition intuition NN cord-035254-630w2rtn 241 22 . . . cord-035254-630w2rtn 242 1 It -PRON- PRP cord-035254-630w2rtn 242 2 is be VBZ cord-035254-630w2rtn 242 3 notable notable JJ cord-035254-630w2rtn 242 4 in in IN cord-035254-630w2rtn 242 5 this this DT cord-035254-630w2rtn 242 6 context context NN cord-035254-630w2rtn 242 7 that that IN cord-035254-630w2rtn 242 8 a a DT cord-035254-630w2rtn 242 9 recent recent JJ cord-035254-630w2rtn 242 10 content content NN cord-035254-630w2rtn 242 11 analysis analysis NN cord-035254-630w2rtn 242 12 of of IN cord-035254-630w2rtn 242 13 Donald Donald NNP cord-035254-630w2rtn 242 14 Trump Trump NNP cord-035254-630w2rtn 242 15 's 's POS cord-035254-630w2rtn 242 16 tweets tweet NNS cord-035254-630w2rtn 242 17 identified identify VBD cord-035254-630w2rtn 242 18 substantial substantial JJ cord-035254-630w2rtn 242 19 linguistic linguistic JJ cord-035254-630w2rtn 242 20 differences difference NNS cord-035254-630w2rtn 242 21 between between IN cord-035254-630w2rtn 242 22 factually factually RB cord-035254-630w2rtn 242 23 correct correct JJ cord-035254-630w2rtn 242 24 and and CC cord-035254-630w2rtn 242 25 incorrect incorrect JJ cord-035254-630w2rtn 242 26 tweets tweet NNS cord-035254-630w2rtn 242 27 , , , cord-035254-630w2rtn 242 28 permitting permit VBG cord-035254-630w2rtn 242 29 out out RB cord-035254-630w2rtn 242 30 - - HYPH cord-035254-630w2rtn 242 31 of of IN cord-035254-630w2rtn 242 32 - - HYPH cord-035254-630w2rtn 242 33 sample sample NN cord-035254-630w2rtn 242 34 classifications classification NNS cord-035254-630w2rtn 242 35 with with IN cord-035254-630w2rtn 242 36 73 73 CD cord-035254-630w2rtn 242 37 % % NN cord-035254-630w2rtn 242 38 accuracy accuracy NN cord-035254-630w2rtn 242 39 44 44 CD cord-035254-630w2rtn 242 40 . . . cord-035254-630w2rtn 243 1 The the DT cord-035254-630w2rtn 243 2 existence existence NN cord-035254-630w2rtn 243 3 of of IN cord-035254-630w2rtn 243 4 linguistic linguistic JJ cord-035254-630w2rtn 243 5 markers marker NNS cord-035254-630w2rtn 243 6 for for IN cord-035254-630w2rtn 243 7 factually factually RB cord-035254-630w2rtn 243 8 incorrect incorrect JJ cord-035254-630w2rtn 243 9 tweets tweet NNS cord-035254-630w2rtn 243 10 makes make VBZ cord-035254-630w2rtn 243 11 it -PRON- PRP cord-035254-630w2rtn 243 12 less less RBR cord-035254-630w2rtn 243 13 likely likely JJ cord-035254-630w2rtn 243 14 that that IN cord-035254-630w2rtn 243 15 those those DT cord-035254-630w2rtn 243 16 tweets tweet NNS cord-035254-630w2rtn 243 17 represent represent VBP cord-035254-630w2rtn 243 18 random random JJ cord-035254-630w2rtn 243 19 errors error NNS cord-035254-630w2rtn 243 20 and and CC cord-035254-630w2rtn 243 21 suggests suggest VBZ cord-035254-630w2rtn 243 22 that that IN cord-035254-630w2rtn 243 23 they -PRON- PRP cord-035254-630w2rtn 243 24 may may MD cord-035254-630w2rtn 243 25 be be VB cord-035254-630w2rtn 243 26 crafted craft VBN cord-035254-630w2rtn 243 27 more more RBR cord-035254-630w2rtn 243 28 systematically systematically RB cord-035254-630w2rtn 243 29 . . . cord-035254-630w2rtn 244 1 In in IN cord-035254-630w2rtn 244 2 other other JJ cord-035254-630w2rtn 244 3 contexts context NNS cord-035254-630w2rtn 244 4 , , , cord-035254-630w2rtn 244 5 deliberate deliberate JJ cord-035254-630w2rtn 244 6 deception deception NN cord-035254-630w2rtn 244 7 has have VBZ cord-035254-630w2rtn 244 8 also also RB cord-035254-630w2rtn 244 9 been be VBN cord-035254-630w2rtn 244 10 shown show VBN cord-035254-630w2rtn 244 11 to to TO cord-035254-630w2rtn 244 12 affect affect VB cord-035254-630w2rtn 244 13 language language NN cord-035254-630w2rtn 244 14 use use NN cord-035254-630w2rtn 244 15 45 45 CD cord-035254-630w2rtn 244 16 . . . cord-035254-630w2rtn 245 1 Questions question NNS cord-035254-630w2rtn 245 2 surrounding surround VBG cord-035254-630w2rtn 245 3 intentionality intentionality NN cord-035254-630w2rtn 245 4 also also RB cord-035254-630w2rtn 245 5 arise arise VBP cord-035254-630w2rtn 245 6 with with IN cord-035254-630w2rtn 245 7 the the DT cord-035254-630w2rtn 245 8 recipients recipient NNS cord-035254-630w2rtn 245 9 of of IN cord-035254-630w2rtn 245 10 the the DT cord-035254-630w2rtn 245 11 diversion diversion NN cord-035254-630w2rtn 245 12 . . . cord-035254-630w2rtn 246 1 It -PRON- PRP cord-035254-630w2rtn 246 2 is be VBZ cord-035254-630w2rtn 246 3 particularly particularly RB cord-035254-630w2rtn 246 4 notable notable JJ cord-035254-630w2rtn 246 5 that that IN cord-035254-630w2rtn 246 6 results result NNS cord-035254-630w2rtn 246 7 consistent consistent JJ cord-035254-630w2rtn 246 8 with with IN cord-035254-630w2rtn 246 9 suppression suppression NN cord-035254-630w2rtn 246 10 were be VBD cord-035254-630w2rtn 246 11 observed observe VBN cord-035254-630w2rtn 246 12 for for IN cord-035254-630w2rtn 246 13 the the DT cord-035254-630w2rtn 246 14 New New NNP cord-035254-630w2rtn 246 15 York York NNP cord-035254-630w2rtn 246 16 Times Times NNP cord-035254-630w2rtn 246 17 , , , cord-035254-630w2rtn 246 18 whose whose WP$ cord-035254-630w2rtn 246 19 coverage coverage NN cord-035254-630w2rtn 246 20 has have VBZ cord-035254-630w2rtn 246 21 responded respond VBN cord-035254-630w2rtn 246 22 strongly strongly RB cord-035254-630w2rtn 246 23 to to IN cord-035254-630w2rtn 246 24 accusations accusation NNS cord-035254-630w2rtn 246 25 from from IN cord-035254-630w2rtn 246 26 the the DT cord-035254-630w2rtn 246 27 president president NN cord-035254-630w2rtn 246 28 that that IN cord-035254-630w2rtn 246 29 it -PRON- PRP cord-035254-630w2rtn 246 30 spreads spread VBZ cord-035254-630w2rtn 246 31 fake fake JJ cord-035254-630w2rtn 246 32 news news NN cord-035254-630w2rtn 246 33 , , , cord-035254-630w2rtn 246 34 treating treat VBG cord-035254-630w2rtn 246 35 those those DT cord-035254-630w2rtn 246 36 accusations accusation NNS cord-035254-630w2rtn 246 37 as as IN cord-035254-630w2rtn 246 38 a a DT cord-035254-630w2rtn 246 39 badge badge NN cord-035254-630w2rtn 246 40 of of IN cord-035254-630w2rtn 246 41 honor honor NN cord-035254-630w2rtn 246 42 for for IN cord-035254-630w2rtn 246 43 professional professional JJ cord-035254-630w2rtn 246 44 journalism journalism NN cord-035254-630w2rtn 246 45 46 46 CD cord-035254-630w2rtn 246 46 . . . cord-035254-630w2rtn 247 1 The the DT cord-035254-630w2rtn 247 2 NYT NYT NNP cord-035254-630w2rtn 247 3 explicitly explicitly RB cord-035254-630w2rtn 247 4 warns warn VBZ cord-035254-630w2rtn 247 5 of of IN cord-035254-630w2rtn 247 6 the the DT cord-035254-630w2rtn 247 7 impact impact NN cord-035254-630w2rtn 247 8 of of IN cord-035254-630w2rtn 247 9 Trump Trump NNP cord-035254-630w2rtn 247 10 's 's POS cord-035254-630w2rtn 247 11 presidency presidency NN cord-035254-630w2rtn 247 12 on on IN cord-035254-630w2rtn 247 13 journalistic journalistic JJ cord-035254-630w2rtn 247 14 standards standard NNS cord-035254-630w2rtn 247 15 such such JJ cord-035254-630w2rtn 247 16 as as IN cord-035254-630w2rtn 247 17 self self NN cord-035254-630w2rtn 247 18 - - HYPH cord-035254-630w2rtn 247 19 censorship censorship NN cord-035254-630w2rtn 247 20 , , , cord-035254-630w2rtn 247 21 thus thus RB cord-035254-630w2rtn 247 22 curtailing curtail VBG cord-035254-630w2rtn 247 23 the the DT cord-035254-630w2rtn 247 24 president president NN cord-035254-630w2rtn 247 25 's 's POS cord-035254-630w2rtn 247 26 interpretative interpretative JJ cord-035254-630w2rtn 247 27 power power NN cord-035254-630w2rtn 247 28 . . . cord-035254-630w2rtn 248 1 These these DT cord-035254-630w2rtn 248 2 actions action NNS cord-035254-630w2rtn 248 3 render render VBP cord-035254-630w2rtn 248 4 it -PRON- PRP cord-035254-630w2rtn 248 5 unlikely unlikely JJ cord-035254-630w2rtn 248 6 that that IN cord-035254-630w2rtn 248 7 the the DT cord-035254-630w2rtn 248 8 NYT NYT NNP cord-035254-630w2rtn 248 9 would would MD cord-035254-630w2rtn 248 10 intentionally intentionally RB cord-035254-630w2rtn 248 11 reduce reduce VB cord-035254-630w2rtn 248 12 its -PRON- PRP$ cord-035254-630w2rtn 248 13 coverage coverage NN cord-035254-630w2rtn 248 14 of of IN cord-035254-630w2rtn 248 15 topics topic NNS cord-035254-630w2rtn 248 16 that that WDT cord-035254-630w2rtn 248 17 are be VBP cord-035254-630w2rtn 248 18 potentially potentially RB cord-035254-630w2rtn 248 19 harmful harmful JJ cord-035254-630w2rtn 248 20 to to IN cord-035254-630w2rtn 248 21 the the DT cord-035254-630w2rtn 248 22 president president NN cord-035254-630w2rtn 248 23 . . . cord-035254-630w2rtn 249 1 The the DT cord-035254-630w2rtn 249 2 fact fact NN cord-035254-630w2rtn 249 3 that that IN cord-035254-630w2rtn 249 4 suppression suppression NN cord-035254-630w2rtn 249 5 nonetheless nonetheless RB cord-035254-630w2rtn 249 6 occurs occur VBZ cord-035254-630w2rtn 249 7 implies imply VBZ cord-035254-630w2rtn 249 8 that that IN cord-035254-630w2rtn 249 9 important important JJ cord-035254-630w2rtn 249 10 editorial editorial JJ cord-035254-630w2rtn 249 11 decisions decision NNS cord-035254-630w2rtn 249 12 may may MD cord-035254-630w2rtn 249 13 be be VB cord-035254-630w2rtn 249 14 influenced influence VBN cord-035254-630w2rtn 249 15 by by IN cord-035254-630w2rtn 249 16 contextual contextual JJ cord-035254-630w2rtn 249 17 variables variable NNS cord-035254-630w2rtn 249 18 without without IN cord-035254-630w2rtn 249 19 the the DT cord-035254-630w2rtn 249 20 editors editor NNS cord-035254-630w2rtn 249 21 ' ' POS cord-035254-630w2rtn 249 22 intention intention NN cord-035254-630w2rtn 249 23 - - : cord-035254-630w2rtn 249 24 or or CC cord-035254-630w2rtn 249 25 indeed indeed RB cord-035254-630w2rtn 249 26 against against IN cord-035254-630w2rtn 249 27 their -PRON- PRP$ cord-035254-630w2rtn 249 28 stated state VBN cord-035254-630w2rtn 249 29 policies policy NNS cord-035254-630w2rtn 249 30 . . . cord-035254-630w2rtn 250 1 This this DT cord-035254-630w2rtn 250 2 finding finding NN cord-035254-630w2rtn 250 3 is be VBZ cord-035254-630w2rtn 250 4 not not RB cord-035254-630w2rtn 250 5 without without IN cord-035254-630w2rtn 250 6 precedent precedent NN cord-035254-630w2rtn 250 7 . . . cord-035254-630w2rtn 251 1 Other other JJ cord-035254-630w2rtn 251 2 research research NN cord-035254-630w2rtn 251 3 has have VBZ cord-035254-630w2rtn 251 4 also also RB cord-035254-630w2rtn 251 5 linked link VBN cord-035254-630w2rtn 251 6 media medium NNS cord-035254-630w2rtn 251 7 coverage coverage NN cord-035254-630w2rtn 251 8 to to IN cord-035254-630w2rtn 251 9 extraneous extraneous JJ cord-035254-630w2rtn 251 10 variables variable NNS cord-035254-630w2rtn 251 11 that that WDT cord-035254-630w2rtn 251 12 are be VBP cord-035254-630w2rtn 251 13 unlikely unlikely JJ cord-035254-630w2rtn 251 14 to to TO cord-035254-630w2rtn 251 15 have have VB cord-035254-630w2rtn 251 16 been be VBN cord-035254-630w2rtn 251 17 explicitly explicitly RB cord-035254-630w2rtn 251 18 considered consider VBN cord-035254-630w2rtn 251 19 by by IN cord-035254-630w2rtn 251 20 editors editor NNS cord-035254-630w2rtn 251 21 or or CC cord-035254-630w2rtn 251 22 journalists journalist NNS cord-035254-630w2rtn 251 23 . . . cord-035254-630w2rtn 252 1 For for IN cord-035254-630w2rtn 252 2 example example NN cord-035254-630w2rtn 252 3 , , , cord-035254-630w2rtn 252 4 opinion opinion NN cord-035254-630w2rtn 252 5 articles article NNS cord-035254-630w2rtn 252 6 about about IN cord-035254-630w2rtn 252 7 climate climate NN cord-035254-630w2rtn 252 8 change change NN cord-035254-630w2rtn 252 9 in in IN cord-035254-630w2rtn 252 10 major major JJ cord-035254-630w2rtn 252 11 American american JJ cord-035254-630w2rtn 252 12 media medium NNS cord-035254-630w2rtn 252 13 have have VBP cord-035254-630w2rtn 252 14 been be VBN cord-035254-630w2rtn 252 15 found find VBN cord-035254-630w2rtn 252 16 to to TO cord-035254-630w2rtn 252 17 be be VB cord-035254-630w2rtn 252 18 more more RBR cord-035254-630w2rtn 252 19 likely likely JJ cord-035254-630w2rtn 252 20 to to TO cord-035254-630w2rtn 252 21 reflect reflect VB cord-035254-630w2rtn 252 22 the the DT cord-035254-630w2rtn 252 23 scientific scientific JJ cord-035254-630w2rtn 252 24 consensus consensus NN cord-035254-630w2rtn 252 25 after after IN cord-035254-630w2rtn 252 26 particularly particularly RB cord-035254-630w2rtn 252 27 warm warm JJ cord-035254-630w2rtn 252 28 seasons season NNS cord-035254-630w2rtn 252 29 , , , cord-035254-630w2rtn 252 30 whereas whereas IN cord-035254-630w2rtn 252 31 " " `` cord-035254-630w2rtn 252 32 skeptical skeptical JJ cord-035254-630w2rtn 252 33 " " '' cord-035254-630w2rtn 252 34 opinions opinion NNS cord-035254-630w2rtn 252 35 are be VBP cord-035254-630w2rtn 252 36 more more RBR cord-035254-630w2rtn 252 37 prevalent prevalent JJ cord-035254-630w2rtn 252 38 after after IN cord-035254-630w2rtn 252 39 cooler cool JJR cord-035254-630w2rtn 252 40 temperatures temperature NNS cord-035254-630w2rtn 252 41 47 47 CD cord-035254-630w2rtn 252 42 . . . cord-035254-630w2rtn 253 1 It -PRON- PRP cord-035254-630w2rtn 253 2 is be VBZ cord-035254-630w2rtn 253 3 worth worth JJ cord-035254-630w2rtn 253 4 drawing draw VBG cord-035254-630w2rtn 253 5 links link NNS cord-035254-630w2rtn 253 6 between between IN cord-035254-630w2rtn 253 7 our -PRON- PRP$ cord-035254-630w2rtn 253 8 results result NNS cord-035254-630w2rtn 253 9 and and CC cord-035254-630w2rtn 253 10 the the DT cord-035254-630w2rtn 253 11 literature literature NN cord-035254-630w2rtn 253 12 on on IN cord-035254-630w2rtn 253 13 the the DT cord-035254-630w2rtn 253 14 diversionary diversionary JJ cord-035254-630w2rtn 253 15 theory theory NN cord-035254-630w2rtn 253 16 of of IN cord-035254-630w2rtn 253 17 war war NN cord-035254-630w2rtn 253 18 48 48 CD cord-035254-630w2rtn 253 19 . . . cord-035254-630w2rtn 254 1 Although although IN cord-035254-630w2rtn 254 2 it -PRON- PRP cord-035254-630w2rtn 254 3 is be VBZ cord-035254-630w2rtn 254 4 premature premature JJ cord-035254-630w2rtn 254 5 to to TO cord-035254-630w2rtn 254 6 claim claim VB cord-035254-630w2rtn 254 7 consensual consensual JJ cord-035254-630w2rtn 254 8 status status NN cord-035254-630w2rtn 254 9 for for IN cord-035254-630w2rtn 254 10 the the DT cord-035254-630w2rtn 254 11 notion notion NN cord-035254-630w2rtn 254 12 that that IN cord-035254-630w2rtn 254 13 politicians politician NNS cord-035254-630w2rtn 254 14 launch launch VBP cord-035254-630w2rtn 254 15 wars war NNS cord-035254-630w2rtn 254 16 to to TO cord-035254-630w2rtn 254 17 divert divert VB cord-035254-630w2rtn 254 18 attention attention NN cord-035254-630w2rtn 254 19 from from IN cord-035254-630w2rtn 254 20 domestic domestic JJ cord-035254-630w2rtn 254 21 problems problem NNS cord-035254-630w2rtn 254 22 , , , cord-035254-630w2rtn 254 23 recent recent JJ cord-035254-630w2rtn 254 24 work work NN cord-035254-630w2rtn 254 25 in in IN cord-035254-630w2rtn 254 26 history history NN cord-035254-630w2rtn 254 27 and and CC cord-035254-630w2rtn 254 28 political political JJ cord-035254-630w2rtn 254 29 science science NN cord-035254-630w2rtn 254 30 has have VBZ cord-035254-630w2rtn 254 31 repeatedly repeatedly RB cord-035254-630w2rtn 254 32 shown show VBN cord-035254-630w2rtn 254 33 an an DT cord-035254-630w2rtn 254 34 association association NN cord-035254-630w2rtn 254 35 between between IN cord-035254-630w2rtn 254 36 domestic domestic JJ cord-035254-630w2rtn 254 37 indicators indicator NNS cord-035254-630w2rtn 254 38 , , , cord-035254-630w2rtn 254 39 such such JJ cord-035254-630w2rtn 254 40 as as IN cord-035254-630w2rtn 254 41 poor poor JJ cord-035254-630w2rtn 254 42 economic economic JJ cord-035254-630w2rtn 254 43 performance performance NN cord-035254-630w2rtn 254 44 or or CC cord-035254-630w2rtn 254 45 waning wane VBG cord-035254-630w2rtn 254 46 electoral electoral JJ cord-035254-630w2rtn 254 47 prospects prospect NNS cord-035254-630w2rtn 254 48 , , , cord-035254-630w2rtn 254 49 and and CC cord-035254-630w2rtn 254 50 the the DT cord-035254-630w2rtn 254 51 use use NN cord-035254-630w2rtn 254 52 of of IN cord-035254-630w2rtn 254 53 military military JJ cord-035254-630w2rtn 254 54 force force NN cord-035254-630w2rtn 254 55 [ [ -LRB- cord-035254-630w2rtn 254 56 48 48 CD cord-035254-630w2rtn 254 57 ] ] -RRB- cord-035254-630w2rtn 254 58 [ [ -LRB- cord-035254-630w2rtn 254 59 49 49 CD cord-035254-630w2rtn 254 60 ] ] -RRB- cord-035254-630w2rtn 254 61 [ [ -LRB- cord-035254-630w2rtn 254 62 50 50 CD cord-035254-630w2rtn 254 63 ] ] -RRB- cord-035254-630w2rtn 254 64 [ [ -LRB- cord-035254-630w2rtn 254 65 51 51 CD cord-035254-630w2rtn 254 66 ] ] -RRB- cord-035254-630w2rtn 254 67 . . . cord-035254-630w2rtn 255 1 Perhaps perhaps RB cord-035254-630w2rtn 255 2 ironically ironically RB cord-035254-630w2rtn 255 3 , , , cord-035254-630w2rtn 255 4 this this DT cord-035254-630w2rtn 255 5 association association NN cord-035254-630w2rtn 255 6 is be VBZ cord-035254-630w2rtn 255 7 particularly particularly RB cord-035254-630w2rtn 255 8 strong strong JJ cord-035254-630w2rtn 255 9 in in IN cord-035254-630w2rtn 255 10 democracies democracy NNS cord-035254-630w2rtn 255 11 49 49 CD cord-035254-630w2rtn 255 12 . . . cord-035254-630w2rtn 256 1 Against against IN cord-035254-630w2rtn 256 2 this this DT cord-035254-630w2rtn 256 3 background background NN cord-035254-630w2rtn 256 4 , , , cord-035254-630w2rtn 256 5 the the DT cord-035254-630w2rtn 256 6 notion notion NN cord-035254-630w2rtn 256 7 that that IN cord-035254-630w2rtn 256 8 the the DT cord-035254-630w2rtn 256 9 president president NN cord-035254-630w2rtn 256 10 's 's POS cord-035254-630w2rtn 256 11 tweets tweet NNS cord-035254-630w2rtn 256 12 divert divert VBP cord-035254-630w2rtn 256 13 attention attention NN cord-035254-630w2rtn 256 14 from from IN cord-035254-630w2rtn 256 15 inconvenient inconvenient JJ cord-035254-630w2rtn 256 16 coverage coverage NN cord-035254-630w2rtn 256 17 appears appear VBZ cord-035254-630w2rtn 256 18 unsurprising unsurprising JJ cord-035254-630w2rtn 256 19 . . . cord-035254-630w2rtn 257 1 Finally finally RB cord-035254-630w2rtn 257 2 , , , cord-035254-630w2rtn 257 3 we -PRON- PRP cord-035254-630w2rtn 257 4 connect connect VBP cord-035254-630w2rtn 257 5 our -PRON- PRP$ cord-035254-630w2rtn 257 6 analysis analysis NN cord-035254-630w2rtn 257 7 of of IN cord-035254-630w2rtn 257 8 diversion diversion NN cord-035254-630w2rtn 257 9 to to IN cord-035254-630w2rtn 257 10 other other JJ cord-035254-630w2rtn 257 11 rhetorical rhetorical JJ cord-035254-630w2rtn 257 12 techniques technique NNS cord-035254-630w2rtn 257 13 linked link VBN cord-035254-630w2rtn 257 14 to to IN cord-035254-630w2rtn 257 15 President President NNP cord-035254-630w2rtn 257 16 Trump Trump NNP cord-035254-630w2rtn 257 17 52 52 CD cord-035254-630w2rtn 257 18 . . . cord-035254-630w2rtn 258 1 Each each DT cord-035254-630w2rtn 258 2 of of IN cord-035254-630w2rtn 258 3 these these DT cord-035254-630w2rtn 258 4 presents present VBZ cord-035254-630w2rtn 258 5 a a DT cord-035254-630w2rtn 258 6 rich rich JJ cord-035254-630w2rtn 258 7 avenue avenue NN cord-035254-630w2rtn 258 8 for for IN cord-035254-630w2rtn 258 9 further further JJ cord-035254-630w2rtn 258 10 exploration exploration NN cord-035254-630w2rtn 258 11 . . . cord-035254-630w2rtn 259 1 One one CD cord-035254-630w2rtn 259 2 related related JJ cord-035254-630w2rtn 259 3 technique technique NN cord-035254-630w2rtn 259 4 involves involve VBZ cord-035254-630w2rtn 259 5 deflection deflection NN cord-035254-630w2rtn 259 6 , , , cord-035254-630w2rtn 259 7 which which WDT cord-035254-630w2rtn 259 8 differs differ VBZ cord-035254-630w2rtn 259 9 from from IN cord-035254-630w2rtn 259 10 diversion diversion NN cord-035254-630w2rtn 259 11 by by IN cord-035254-630w2rtn 259 12 directly directly RB cord-035254-630w2rtn 259 13 attacking attack VBG cord-035254-630w2rtn 259 14 the the DT cord-035254-630w2rtn 259 15 media medium NNS cord-035254-630w2rtn 259 16 ( ( -LRB- cord-035254-630w2rtn 259 17 e.g. e.g. RB cord-035254-630w2rtn 259 18 , , , cord-035254-630w2rtn 259 19 accusing accuse VBG cord-035254-630w2rtn 259 20 them -PRON- PRP cord-035254-630w2rtn 259 21 of of IN cord-035254-630w2rtn 259 22 spreading spread VBG cord-035254-630w2rtn 259 23 fake fake JJ cord-035254-630w2rtn 259 24 news news NN cord-035254-630w2rtn 259 25 ) ) -RRB- cord-035254-630w2rtn 259 26 25 25 CD cord-035254-630w2rtn 259 27 . . . cord-035254-630w2rtn 260 1 Another another DT cord-035254-630w2rtn 260 2 technique technique NN cord-035254-630w2rtn 260 3 involves involve VBZ cord-035254-630w2rtn 260 4 pre pre JJ cord-035254-630w2rtn 260 5 - - JJ cord-035254-630w2rtn 260 6 emptive emptive JJ cord-035254-630w2rtn 260 7 framing framing NN cord-035254-630w2rtn 260 8 , , , cord-035254-630w2rtn 260 9 by by IN cord-035254-630w2rtn 260 10 launching launch VBG cord-035254-630w2rtn 260 11 information information NN cord-035254-630w2rtn 260 12 with with IN cord-035254-630w2rtn 260 13 a a DT cord-035254-630w2rtn 260 14 new new JJ cord-035254-630w2rtn 260 15 angle angle NN cord-035254-630w2rtn 260 16 52 52 CD cord-035254-630w2rtn 260 17 . . . cord-035254-630w2rtn 261 1 An an DT cord-035254-630w2rtn 261 2 extension extension NN cord-035254-630w2rtn 261 3 of of IN cord-035254-630w2rtn 261 4 preemptive preemptive JJ cord-035254-630w2rtn 261 5 framing framing NN cord-035254-630w2rtn 261 6 may may MD cord-035254-630w2rtn 261 7 involve involve VB cord-035254-630w2rtn 261 8 the the DT cord-035254-630w2rtn 261 9 notion notion NN cord-035254-630w2rtn 261 10 of of IN cord-035254-630w2rtn 261 11 inoculation inoculation NN cord-035254-630w2rtn 261 12 , , , cord-035254-630w2rtn 261 13 which which WDT cord-035254-630w2rtn 261 14 is be VBZ cord-035254-630w2rtn 261 15 the the DT cord-035254-630w2rtn 261 16 idea idea NN cord-035254-630w2rtn 261 17 that that IN cord-035254-630w2rtn 261 18 by by IN cord-035254-630w2rtn 261 19 anticipating anticipate VBG cord-035254-630w2rtn 261 20 inconvenient inconvenient JJ cord-035254-630w2rtn 261 21 information information NN cord-035254-630w2rtn 261 22 , , , cord-035254-630w2rtn 261 23 the the DT cord-035254-630w2rtn 261 24 public public NN cord-035254-630w2rtn 261 25 may may MD cord-035254-630w2rtn 261 26 be be VB cord-035254-630w2rtn 261 27 more more RBR cord-035254-630w2rtn 261 28 resilient resilient JJ cord-035254-630w2rtn 261 29 to to IN cord-035254-630w2rtn 261 30 its -PRON- PRP$ cord-035254-630w2rtn 261 31 impact impact NN cord-035254-630w2rtn 261 32 53 53 CD cord-035254-630w2rtn 261 33 . . . cord-035254-630w2rtn 262 1 Inoculation inoculation NN cord-035254-630w2rtn 262 2 has have VBZ cord-035254-630w2rtn 262 3 been be VBN cord-035254-630w2rtn 262 4 shown show VBN cord-035254-630w2rtn 262 5 to to TO cord-035254-630w2rtn 262 6 be be VB cord-035254-630w2rtn 262 7 particularly particularly RB cord-035254-630w2rtn 262 8 useful useful JJ cord-035254-630w2rtn 262 9 in in IN cord-035254-630w2rtn 262 10 the the DT cord-035254-630w2rtn 262 11 context context NN cord-035254-630w2rtn 262 12 of of IN cord-035254-630w2rtn 262 13 protecting protect VBG cord-035254-630w2rtn 262 14 the the DT cord-035254-630w2rtn 262 15 public public NN cord-035254-630w2rtn 262 16 against against IN cord-035254-630w2rtn 262 17 misinformation misinformation NN cord-035254-630w2rtn 262 18 54 54 CD cord-035254-630w2rtn 262 19 , , , cord-035254-630w2rtn 262 20 and and CC cord-035254-630w2rtn 262 21 it -PRON- PRP cord-035254-630w2rtn 262 22 remains remain VBZ cord-035254-630w2rtn 262 23 to to TO cord-035254-630w2rtn 262 24 be be VB cord-035254-630w2rtn 262 25 seen see VBN cord-035254-630w2rtn 262 26 whether whether IN cord-035254-630w2rtn 262 27 preemptive preemptive JJ cord-035254-630w2rtn 262 28 tweets tweet NNS cord-035254-630w2rtn 262 29 by by IN cord-035254-630w2rtn 262 30 the the DT cord-035254-630w2rtn 262 31 President President NNP cord-035254-630w2rtn 262 32 may may MD cord-035254-630w2rtn 262 33 affect affect VB cord-035254-630w2rtn 262 34 the the DT cord-035254-630w2rtn 262 35 media medium NNS cord-035254-630w2rtn 262 36 or or CC cord-035254-630w2rtn 262 37 the the DT cord-035254-630w2rtn 262 38 public public NN cord-035254-630w2rtn 262 39 in in IN cord-035254-630w2rtn 262 40 their -PRON- PRP$ cord-035254-630w2rtn 262 41 response response NN cord-035254-630w2rtn 262 42 to to IN cord-035254-630w2rtn 262 43 an an DT cord-035254-630w2rtn 262 44 unfolding unfold VBG cord-035254-630w2rtn 262 45 story story NN cord-035254-630w2rtn 262 46 . . . cord-035254-630w2rtn 263 1 The the DT cord-035254-630w2rtn 263 2 availability availability NN cord-035254-630w2rtn 263 3 of of IN cord-035254-630w2rtn 263 4 social social JJ cord-035254-630w2rtn 263 5 media medium NNS cord-035254-630w2rtn 263 6 has have VBZ cord-035254-630w2rtn 263 7 provided provide VBN cord-035254-630w2rtn 263 8 politicians politician NNS cord-035254-630w2rtn 263 9 with with IN cord-035254-630w2rtn 263 10 a a DT cord-035254-630w2rtn 263 11 powerful powerful JJ cord-035254-630w2rtn 263 12 tool tool NN cord-035254-630w2rtn 263 13 . . . cord-035254-630w2rtn 264 1 Our -PRON- PRP$ cord-035254-630w2rtn 264 2 data datum NNS cord-035254-630w2rtn 264 3 suggest suggest VBP cord-035254-630w2rtn 264 4 that that IN cord-035254-630w2rtn 264 5 , , , cord-035254-630w2rtn 264 6 whether whether IN cord-035254-630w2rtn 264 7 intentionally intentionally RB cord-035254-630w2rtn 264 8 or or CC cord-035254-630w2rtn 264 9 not not RB cord-035254-630w2rtn 264 10 , , , cord-035254-630w2rtn 264 11 President President NNP cord-035254-630w2rtn 264 12 Trump Trump NNP cord-035254-630w2rtn 264 13 exploits exploit VBZ cord-035254-630w2rtn 264 14 this this DT cord-035254-630w2rtn 264 15 tool tool NN cord-035254-630w2rtn 264 16 to to TO cord-035254-630w2rtn 264 17 divert divert VB cord-035254-630w2rtn 264 18 the the DT cord-035254-630w2rtn 264 19 attention attention NN cord-035254-630w2rtn 264 20 of of IN cord-035254-630w2rtn 264 21 mainstream mainstream NN cord-035254-630w2rtn 264 22 media medium NNS cord-035254-630w2rtn 264 23 . . . cord-035254-630w2rtn 265 1 Further further JJ cord-035254-630w2rtn 265 2 investigation investigation NN cord-035254-630w2rtn 265 3 is be VBZ cord-035254-630w2rtn 265 4 needed need VBN cord-035254-630w2rtn 265 5 to to TO cord-035254-630w2rtn 265 6 understand understand VB cord-035254-630w2rtn 265 7 if if IN cord-035254-630w2rtn 265 8 future future JJ cord-035254-630w2rtn 265 9 US US NNP cord-035254-630w2rtn 265 10 presidents president NNS cord-035254-630w2rtn 265 11 or or CC cord-035254-630w2rtn 265 12 other other JJ cord-035254-630w2rtn 265 13 global global JJ cord-035254-630w2rtn 265 14 leaders leader NNS cord-035254-630w2rtn 265 15 will will MD cord-035254-630w2rtn 265 16 use use VB cord-035254-630w2rtn 265 17 the the DT cord-035254-630w2rtn 265 18 tool tool NN cord-035254-630w2rtn 265 19 in in IN cord-035254-630w2rtn 265 20 a a DT cord-035254-630w2rtn 265 21 similar similar JJ cord-035254-630w2rtn 265 22 way way NN cord-035254-630w2rtn 265 23 . . . cord-035254-630w2rtn 266 1 Our -PRON- PRP$ cord-035254-630w2rtn 266 2 findings finding NNS cord-035254-630w2rtn 266 3 have have VBP cord-035254-630w2rtn 266 4 implications implication NNS cord-035254-630w2rtn 266 5 for for IN cord-035254-630w2rtn 266 6 journalistic journalistic JJ cord-035254-630w2rtn 266 7 practice practice NN cord-035254-630w2rtn 266 8 . . . cord-035254-630w2rtn 267 1 The the DT cord-035254-630w2rtn 267 2 American american JJ cord-035254-630w2rtn 267 3 media medium NNS cord-035254-630w2rtn 267 4 have have VBP cord-035254-630w2rtn 267 5 , , , cord-035254-630w2rtn 267 6 for for IN cord-035254-630w2rtn 267 7 centuries century NNS cord-035254-630w2rtn 267 8 , , , cord-035254-630w2rtn 267 9 given give VBN cord-035254-630w2rtn 267 10 much much JJ cord-035254-630w2rtn 267 11 emphasis emphasis NN cord-035254-630w2rtn 267 12 to to IN cord-035254-630w2rtn 267 13 the the DT cord-035254-630w2rtn 267 14 president president NN cord-035254-630w2rtn 267 15 's 's POS cord-035254-630w2rtn 267 16 statements statement NNS cord-035254-630w2rtn 267 17 . . . cord-035254-630w2rtn 268 1 This this DT cord-035254-630w2rtn 268 2 tradition tradition NN cord-035254-630w2rtn 268 3 is be VBZ cord-035254-630w2rtn 268 4 challenged challenge VBN cord-035254-630w2rtn 268 5 by by IN cord-035254-630w2rtn 268 6 presidential presidential JJ cord-035254-630w2rtn 268 7 diversions diversion NNS cord-035254-630w2rtn 268 8 in in IN cord-035254-630w2rtn 268 9 bites bite NNS cord-035254-630w2rtn 268 10 of of IN cord-035254-630w2rtn 268 11 280 280 CD cord-035254-630w2rtn 268 12 characters character NNS cord-035254-630w2rtn 268 13 . . . cord-035254-630w2rtn 269 1 How how WRB cord-035254-630w2rtn 269 2 journalistic journalistic JJ cord-035254-630w2rtn 269 3 practice practice NN cord-035254-630w2rtn 269 4 can can MD cord-035254-630w2rtn 269 5 be be VB cord-035254-630w2rtn 269 6 adapted adapt VBN cord-035254-630w2rtn 269 7 to to TO cord-035254-630w2rtn 269 8 escape escape VB cord-035254-630w2rtn 269 9 those those DT cord-035254-630w2rtn 269 10 diversions diversion NNS cord-035254-630w2rtn 269 11 is be VBZ cord-035254-630w2rtn 269 12 one one CD cord-035254-630w2rtn 269 13 of of IN cord-035254-630w2rtn 269 14 the the DT cord-035254-630w2rtn 269 15 defining define VBG cord-035254-630w2rtn 269 16 challenges challenge NNS cord-035254-630w2rtn 269 17 to to IN cord-035254-630w2rtn 269 18 the the DT cord-035254-630w2rtn 269 19 media medium NNS cord-035254-630w2rtn 269 20 for for IN cord-035254-630w2rtn 269 21 the the DT cord-035254-630w2rtn 269 22 twenty twenty CD cord-035254-630w2rtn 269 23 - - HYPH cord-035254-630w2rtn 269 24 first first JJ cord-035254-630w2rtn 269 25 century century NN cord-035254-630w2rtn 269 26 . . . cord-035254-630w2rtn 270 1 Materials material NNS cord-035254-630w2rtn 270 2 . . . cord-035254-630w2rtn 271 1 The the DT cord-035254-630w2rtn 271 2 sampling sampling NN cord-035254-630w2rtn 271 3 period period NN cord-035254-630w2rtn 271 4 covered cover VBD cord-035254-630w2rtn 271 5 731 731 CD cord-035254-630w2rtn 271 6 days day NNS cord-035254-630w2rtn 271 7 , , , cord-035254-630w2rtn 271 8 from from IN cord-035254-630w2rtn 271 9 Donald Donald NNP cord-035254-630w2rtn 271 10 Trump Trump NNP cord-035254-630w2rtn 271 11 's 's POS cord-035254-630w2rtn 271 12 inauguration inauguration NN cord-035254-630w2rtn 271 13 ( ( -LRB- cord-035254-630w2rtn 271 14 20 20 CD cord-035254-630w2rtn 271 15 January January NNP cord-035254-630w2rtn 271 16 2017 2017 CD cord-035254-630w2rtn 271 17 ) ) -RRB- cord-035254-630w2rtn 271 18 through through IN cord-035254-630w2rtn 271 19 the the DT cord-035254-630w2rtn 271 20 end end NN cord-035254-630w2rtn 271 21 of of IN cord-035254-630w2rtn 271 22 his -PRON- PRP$ cord-035254-630w2rtn 271 23 2nd 2nd JJ cord-035254-630w2rtn 271 24 year year NN cord-035254-630w2rtn 271 25 in in IN cord-035254-630w2rtn 271 26 office office NN cord-035254-630w2rtn 271 27 ( ( -LRB- cord-035254-630w2rtn 271 28 January January NNP cord-035254-630w2rtn 271 29 20 20 CD cord-035254-630w2rtn 271 30 , , , cord-035254-630w2rtn 271 31 2019 2019 CD cord-035254-630w2rtn 271 32 ) ) -RRB- cord-035254-630w2rtn 271 33 . . . cord-035254-630w2rtn 272 1 We -PRON- PRP cord-035254-630w2rtn 272 2 sampled sample VBD cord-035254-630w2rtn 272 3 content content NN cord-035254-630w2rtn 272 4 items item NNS cord-035254-630w2rtn 272 5 from from IN cord-035254-630w2rtn 272 6 three three CD cord-035254-630w2rtn 272 7 sources source NNS cord-035254-630w2rtn 272 8 : : : cord-035254-630w2rtn 272 9 ( ( -LRB- cord-035254-630w2rtn 272 10 1 1 LS cord-035254-630w2rtn 272 11 ) ) -RRB- cord-035254-630w2rtn 272 12 all all DT cord-035254-630w2rtn 272 13 of of IN cord-035254-630w2rtn 272 14 Donald Donald NNP cord-035254-630w2rtn 272 15 Trump Trump NNP cord-035254-630w2rtn 272 16 's 's POS cord-035254-630w2rtn 272 17 tweets tweet NNS cord-035254-630w2rtn 272 18 from from IN cord-035254-630w2rtn 272 19 the the DT cord-035254-630w2rtn 272 20 @realDonaldTrump @realdonaldtrump JJ cord-035254-630w2rtn 272 21 handle handle NN cord-035254-630w2rtn 272 22 . . . cord-035254-630w2rtn 273 1 Tweets tweet NNS cord-035254-630w2rtn 273 2 that that IN cord-035254-630w2rtn 273 3 only only RB cord-035254-630w2rtn 273 4 contained contain VBD cord-035254-630w2rtn 273 5 weblinks weblink NNS cord-035254-630w2rtn 273 6 or or CC cord-035254-630w2rtn 273 7 were be VBD cord-035254-630w2rtn 273 8 empty empty JJ cord-035254-630w2rtn 273 9 after after IN cord-035254-630w2rtn 273 10 filtering filter VBG cord-035254-630w2rtn 273 11 of of IN cord-035254-630w2rtn 273 12 special special JJ cord-035254-630w2rtn 273 13 characters character NNS cord-035254-630w2rtn 273 14 and and CC cord-035254-630w2rtn 273 15 punctuation punctuation NN cord-035254-630w2rtn 273 16 were be VBD cord-035254-630w2rtn 273 17 removed remove VBN cord-035254-630w2rtn 273 18 . . . cord-035254-630w2rtn 274 1 ( ( -LRB- cord-035254-630w2rtn 274 2 Table Table NNP cord-035254-630w2rtn 274 3 S1 S1 NNP cord-035254-630w2rtn 274 4 ) ) -RRB- cord-035254-630w2rtn 274 5 . . . cord-035254-630w2rtn 275 1 Search search NN cord-035254-630w2rtn 275 2 keys key NNS cord-035254-630w2rtn 275 3 for for IN cord-035254-630w2rtn 275 4 the the DT cord-035254-630w2rtn 275 5 targeted target VBN cord-035254-630w2rtn 275 6 analysis analysis NN cord-035254-630w2rtn 276 1 Threatening threaten VBG cord-035254-630w2rtn 276 2 media medium NNS cord-035254-630w2rtn 276 3 content content NN cord-035254-630w2rtn 276 4 . . . cord-035254-630w2rtn 277 1 We -PRON- PRP cord-035254-630w2rtn 277 2 used use VBD cord-035254-630w2rtn 277 3 the the DT cord-035254-630w2rtn 277 4 search search NN cord-035254-630w2rtn 277 5 keys key NNS cord-035254-630w2rtn 277 6 " " `` cord-035254-630w2rtn 277 7 Russia Russia NNP cord-035254-630w2rtn 277 8 OR OR NNP cord-035254-630w2rtn 277 9 Mueller Mueller NNP cord-035254-630w2rtn 277 10 " " '' cord-035254-630w2rtn 277 11 to to TO cord-035254-630w2rtn 277 12 identify identify VB cord-035254-630w2rtn 277 13 media media NN cord-035254-630w2rtn 277 14 content content NN cord-035254-630w2rtn 277 15 that that WDT cord-035254-630w2rtn 277 16 was be VBD cord-035254-630w2rtn 277 17 potentially potentially RB cord-035254-630w2rtn 277 18 threatening threaten VBG cord-035254-630w2rtn 277 19 to to IN cord-035254-630w2rtn 277 20 President President NNP cord-035254-630w2rtn 277 21 Trump Trump NNP cord-035254-630w2rtn 277 22 . . . cord-035254-630w2rtn 278 1 For for IN cord-035254-630w2rtn 278 2 each each DT cord-035254-630w2rtn 278 3 day day NN cord-035254-630w2rtn 278 4 in in IN cord-035254-630w2rtn 278 5 the the DT cord-035254-630w2rtn 278 6 sampling sampling NN cord-035254-630w2rtn 278 7 period period NN cord-035254-630w2rtn 278 8 , , , cord-035254-630w2rtn 278 9 we -PRON- PRP cord-035254-630w2rtn 278 10 counted count VBD cord-035254-630w2rtn 278 11 how how WRB cord-035254-630w2rtn 278 12 many many JJ cord-035254-630w2rtn 278 13 news news NN cord-035254-630w2rtn 278 14 items item NNS cord-035254-630w2rtn 278 15 in in IN cord-035254-630w2rtn 278 16 each each DT cord-035254-630w2rtn 278 17 of of IN cord-035254-630w2rtn 278 18 our -PRON- PRP$ cord-035254-630w2rtn 278 19 media medium NNS cord-035254-630w2rtn 278 20 sources source NNS cord-035254-630w2rtn 278 21 , , , cord-035254-630w2rtn 278 22 NYT NYT NNP cord-035254-630w2rtn 278 23 and and CC cord-035254-630w2rtn 278 24 ABC ABC NNP cord-035254-630w2rtn 278 25 , , , cord-035254-630w2rtn 278 26 contained contain VBD cord-035254-630w2rtn 278 27 one one CD cord-035254-630w2rtn 278 28 or or CC cord-035254-630w2rtn 278 29 both both DT cord-035254-630w2rtn 278 30 of of IN cord-035254-630w2rtn 278 31 those those DT cord-035254-630w2rtn 278 32 keywords keyword NNS cord-035254-630w2rtn 278 33 . . . cord-035254-630w2rtn 279 1 Diversionary Diversionary NNP cord-035254-630w2rtn 279 2 Twitter Twitter NNP cord-035254-630w2rtn 279 3 topics topic NNS cord-035254-630w2rtn 279 4 . . . cord-035254-630w2rtn 280 1 We -PRON- PRP cord-035254-630w2rtn 280 2 used use VBD cord-035254-630w2rtn 280 3 the the DT cord-035254-630w2rtn 280 4 search search NN cord-035254-630w2rtn 280 5 keys key NNS cord-035254-630w2rtn 280 6 " " `` cord-035254-630w2rtn 280 7 China China NNP cord-035254-630w2rtn 280 8 , , , cord-035254-630w2rtn 280 9 " " '' cord-035254-630w2rtn 280 10 " " `` cord-035254-630w2rtn 280 11 jobs job NNS cord-035254-630w2rtn 280 12 , , , cord-035254-630w2rtn 280 13 " " '' cord-035254-630w2rtn 280 14 and and CC cord-035254-630w2rtn 280 15 " " `` cord-035254-630w2rtn 280 16 immigration immigration NN cord-035254-630w2rtn 280 17 " " '' cord-035254-630w2rtn 280 18 to to TO cord-035254-630w2rtn 280 19 identify identify VB cord-035254-630w2rtn 280 20 potentially potentially RB cord-035254-630w2rtn 280 21 diverting diverting JJ cord-035254-630w2rtn 280 22 content content NN cord-035254-630w2rtn 280 23 in in IN cord-035254-630w2rtn 280 24 Donald Donald NNP cord-035254-630w2rtn 280 25 Trump Trump NNP cord-035254-630w2rtn 280 26 's 's POS cord-035254-630w2rtn 280 27 tweets tweet NNS cord-035254-630w2rtn 280 28 . . . cord-035254-630w2rtn 281 1 For for IN cord-035254-630w2rtn 281 2 each each DT cord-035254-630w2rtn 281 3 day day NN cord-035254-630w2rtn 281 4 in in IN cord-035254-630w2rtn 281 5 the the DT cord-035254-630w2rtn 281 6 sampling sampling NN cord-035254-630w2rtn 281 7 period period NN cord-035254-630w2rtn 281 8 , , , cord-035254-630w2rtn 281 9 we -PRON- PRP cord-035254-630w2rtn 281 10 counted count VBD cord-035254-630w2rtn 281 11 the the DT cord-035254-630w2rtn 281 12 number number NN cord-035254-630w2rtn 281 13 of of IN cord-035254-630w2rtn 281 14 times time NNS cord-035254-630w2rtn 281 15 any any DT cord-035254-630w2rtn 281 16 of of IN cord-035254-630w2rtn 281 17 those those DT cord-035254-630w2rtn 281 18 keywords keyword NNS cord-035254-630w2rtn 281 19 appeared appear VBD cord-035254-630w2rtn 281 20 in in IN cord-035254-630w2rtn 281 21 the the DT cord-035254-630w2rtn 281 22 tweets tweet NNS cord-035254-630w2rtn 281 23 for for IN cord-035254-630w2rtn 281 24 that that DT cord-035254-630w2rtn 281 25 day day NN cord-035254-630w2rtn 281 26 . . . cord-035254-630w2rtn 282 1 Top top JJ cord-035254-630w2rtn 282 2 row row NN cord-035254-630w2rtn 282 3 of of IN cord-035254-630w2rtn 282 4 panels panel NNS cord-035254-630w2rtn 282 5 shows show VBZ cord-035254-630w2rtn 282 6 the the DT cord-035254-630w2rtn 282 7 results result NNS cord-035254-630w2rtn 282 8 of of IN cord-035254-630w2rtn 282 9 the the DT cord-035254-630w2rtn 282 10 expanded expand VBN cord-035254-630w2rtn 282 11 analysis analysis NN cord-035254-630w2rtn 282 12 using use VBG cord-035254-630w2rtn 282 13 two two CD cord-035254-630w2rtn 282 14 independent independent JJ cord-035254-630w2rtn 282 15 OLS OLS NNP cord-035254-630w2rtn 282 16 models model NNS cord-035254-630w2rtn 282 17 for for IN cord-035254-630w2rtn 282 18 the the DT cord-035254-630w2rtn 282 19 placebo placebo NN cord-035254-630w2rtn 282 20 keywords keyword NNS cord-035254-630w2rtn 282 21 " " `` cord-035254-630w2rtn 282 22 economy economy NN cord-035254-630w2rtn 282 23 " " '' cord-035254-630w2rtn 282 24 ( ( -LRB- cord-035254-630w2rtn 282 25 panel panel NN cord-035254-630w2rtn 282 26 ( ( -LRB- cord-035254-630w2rtn 282 27 a a NN cord-035254-630w2rtn 282 28 ) ) -RRB- cord-035254-630w2rtn 282 29 ) ) -RRB- cord-035254-630w2rtn 282 30 ; ; : cord-035254-630w2rtn 282 31 " " `` cord-035254-630w2rtn 282 32 football football NN cord-035254-630w2rtn 282 33 " " '' cord-035254-630w2rtn 282 34 ( ( -LRB- cord-035254-630w2rtn 282 35 b b NN cord-035254-630w2rtn 282 36 ) ) -RRB- cord-035254-630w2rtn 282 37 ; ; . cord-035254-630w2rtn 283 1 " " `` cord-035254-630w2rtn 283 2 gardening gardening NN cord-035254-630w2rtn 283 3 " " '' cord-035254-630w2rtn 283 4 ( ( -LRB- cord-035254-630w2rtn 283 5 c c NN cord-035254-630w2rtn 283 6 ) ) -RRB- cord-035254-630w2rtn 283 7 ; ; : cord-035254-630w2rtn 283 8 " " `` cord-035254-630w2rtn 283 9 skiiing skiiing NN cord-035254-630w2rtn 283 10 " " '' cord-035254-630w2rtn 283 11 ( ( -LRB- cord-035254-630w2rtn 283 12 d d NN cord-035254-630w2rtn 283 13 ) ) -RRB- cord-035254-630w2rtn 283 14 ; ; : cord-035254-630w2rtn 283 15 and and CC cord-035254-630w2rtn 283 16 " " `` cord-035254-630w2rtn 283 17 vegetarian vegetarian JJ cord-035254-630w2rtn 283 18 " " '' cord-035254-630w2rtn 283 19 ( ( -LRB- cord-035254-630w2rtn 283 20 e e NN cord-035254-630w2rtn 283 21 ) ) -RRB- cord-035254-630w2rtn 283 22 . . . cord-035254-630w2rtn 284 1 In in IN cord-035254-630w2rtn 284 2 each each DT cord-035254-630w2rtn 284 3 panel panel NN cord-035254-630w2rtn 284 4 , , , cord-035254-630w2rtn 284 5 the the DT cord-035254-630w2rtn 284 6 axes axis NNS cord-035254-630w2rtn 284 7 show show VBP cord-035254-630w2rtn 284 8 jittered jittere VBD cord-035254-630w2rtn 284 9 t t NN cord-035254-630w2rtn 284 10 - - HYPH cord-035254-630w2rtn 284 11 values value NNS cord-035254-630w2rtn 284 12 of of IN cord-035254-630w2rtn 284 13 the the DT cord-035254-630w2rtn 284 14 regression regression NN cord-035254-630w2rtn 284 15 coefficients coefficient NNS cord-035254-630w2rtn 284 16 for for IN cord-035254-630w2rtn 284 17 diversion diversion NN cord-035254-630w2rtn 284 18 ( ( -LRB- cord-035254-630w2rtn 284 19 X x NN cord-035254-630w2rtn 284 20 - - NN cord-035254-630w2rtn 284 21 axis axis NN cord-035254-630w2rtn 284 22 ) ) -RRB- cord-035254-630w2rtn 284 23 and and CC cord-035254-630w2rtn 284 24 suppression suppression NN cord-035254-630w2rtn 284 25 ( ( -LRB- cord-035254-630w2rtn 284 26 Y y NN cord-035254-630w2rtn 284 27 - - HYPH cord-035254-630w2rtn 284 28 axis axis NN cord-035254-630w2rtn 284 29 ) ) -RRB- cord-035254-630w2rtn 284 30 . . . cord-035254-630w2rtn 285 1 Each each DT cord-035254-630w2rtn 285 2 point point NN cord-035254-630w2rtn 285 3 represents represent VBZ cord-035254-630w2rtn 285 4 diversion diversion NN cord-035254-630w2rtn 285 5 and and CC cord-035254-630w2rtn 285 6 suppression suppression NN cord-035254-630w2rtn 285 7 for for IN cord-035254-630w2rtn 285 8 one one CD cord-035254-630w2rtn 285 9 pair pair NN cord-035254-630w2rtn 285 10 of of IN cord-035254-630w2rtn 285 11 words word NNS cord-035254-630w2rtn 285 12 in in IN cord-035254-630w2rtn 285 13 the the DT cord-035254-630w2rtn 285 14 Twitter Twitter NNP cord-035254-630w2rtn 285 15 vocabulary vocabulary NN cord-035254-630w2rtn 285 16 . . . cord-035254-630w2rtn 286 1 Red red JJ cord-035254-630w2rtn 286 2 vertical vertical JJ cord-035254-630w2rtn 286 3 and and CC cord-035254-630w2rtn 286 4 horizontal horizontal JJ cord-035254-630w2rtn 286 5 lines line NNS cord-035254-630w2rtn 286 6 denote denote VBP cord-035254-630w2rtn 286 7 significance significance NN cord-035254-630w2rtn 286 8 thresholds threshold NNS cord-035254-630w2rtn 286 9 ( ( -LRB- cord-035254-630w2rtn 286 10 ±1.96 ±1.96 NNP cord-035254-630w2rtn 286 11 ) ) -RRB- cord-035254-630w2rtn 286 12 . . . cord-035254-630w2rtn 287 1 Word word NN cord-035254-630w2rtn 287 2 pairs pair NNS cord-035254-630w2rtn 287 3 that that WDT cord-035254-630w2rtn 287 4 are be VBP cord-035254-630w2rtn 287 5 triggered trigger VBN cord-035254-630w2rtn 287 6 by by IN cord-035254-630w2rtn 287 7 coverage coverage NN cord-035254-630w2rtn 287 8 of of IN cord-035254-630w2rtn 287 9 the the DT cord-035254-630w2rtn 287 10 corresponding corresponding JJ cord-035254-630w2rtn 287 11 keyword keyword NN cord-035254-630w2rtn 287 12 ( ( -LRB- cord-035254-630w2rtn 287 13 p p NN cord-035254-630w2rtn 287 14 < < XX cord-035254-630w2rtn 287 15 0.05 0.05 CD cord-035254-630w2rtn 287 16 ) ) -RRB- cord-035254-630w2rtn 287 17 and and CC cord-035254-630w2rtn 287 18 affect affect VB cord-035254-630w2rtn 287 19 subsequent subsequent JJ cord-035254-630w2rtn 287 20 coverage coverage NN cord-035254-630w2rtn 287 21 ( ( -LRB- cord-035254-630w2rtn 287 22 p p NN cord-035254-630w2rtn 287 23 < < XX cord-035254-630w2rtn 287 24 0.05 0.05 CD cord-035254-630w2rtn 287 25 ) ) -RRB- cord-035254-630w2rtn 287 26 are be VBP cord-035254-630w2rtn 287 27 plotted plot VBN cord-035254-630w2rtn 287 28 in in IN cord-035254-630w2rtn 287 29 red red NN cord-035254-630w2rtn 287 30 . . . cord-035254-630w2rtn 288 1 The the DT cord-035254-630w2rtn 288 2 gray gray JJ cord-035254-630w2rtn 288 3 contour contour NN cord-035254-630w2rtn 288 4 lines line NNS cord-035254-630w2rtn 288 5 in in IN cord-035254-630w2rtn 288 6 each each DT cord-035254-630w2rtn 288 7 panel panel NN cord-035254-630w2rtn 288 8 show show VBP cord-035254-630w2rtn 288 9 the the DT cord-035254-630w2rtn 288 10 distribution distribution NN cord-035254-630w2rtn 288 11 of of IN cord-035254-630w2rtn 288 12 points point NNS cord-035254-630w2rtn 288 13 obtained obtain VBN cord-035254-630w2rtn 288 14 if if IN cord-035254-630w2rtn 288 15 the the DT cord-035254-630w2rtn 288 16 timeline timeline NN cord-035254-630w2rtn 288 17 of of IN cord-035254-630w2rtn 288 18 tweets tweet NNS cord-035254-630w2rtn 288 19 is be VBZ cord-035254-630w2rtn 288 20 randomized randomized JJ cord-035254-630w2rtn 288 21 ( ( -LRB- cord-035254-630w2rtn 288 22 red red JJ cord-035254-630w2rtn 288 23 perimeter perimeter NN cord-035254-630w2rtn 288 24 represents represent VBZ cord-035254-630w2rtn 288 25 95 95 CD cord-035254-630w2rtn 288 26 % % NN cord-035254-630w2rtn 288 27 cutoff cutoff NN cord-035254-630w2rtn 288 28 , , , cord-035254-630w2rtn 288 29 see see VB cord-035254-630w2rtn 288 30 " " `` cord-035254-630w2rtn 288 31 Methods method NNS cord-035254-630w2rtn 288 32 " " '' cord-035254-630w2rtn 288 33 ) ) -RRB- cord-035254-630w2rtn 288 34 . . . cord-035254-630w2rtn 289 1 The the DT cord-035254-630w2rtn 289 2 blue blue JJ cord-035254-630w2rtn 289 3 rugs rug NNS cord-035254-630w2rtn 289 4 represent represent VBP cord-035254-630w2rtn 289 5 univariate univariate JJ cord-035254-630w2rtn 289 6 distributions distribution NNS cord-035254-630w2rtn 289 7 . . . cord-035254-630w2rtn 290 1 The the DT cord-035254-630w2rtn 290 2 word word NN cord-035254-630w2rtn 290 3 clouds cloud NNS cord-035254-630w2rtn 290 4 accompanying accompany VBG cord-035254-630w2rtn 290 5 each each DT cord-035254-630w2rtn 290 6 plot plot NN cord-035254-630w2rtn 290 7 represent represent VBP cord-035254-630w2rtn 290 8 the the DT cord-035254-630w2rtn 290 9 50 50 CD cord-035254-630w2rtn 290 10 most most RBS cord-035254-630w2rtn 290 11 frequent frequent JJ cord-035254-630w2rtn 290 12 words word NNS cord-035254-630w2rtn 290 13 found find VBN cord-035254-630w2rtn 290 14 in in IN cord-035254-630w2rtn 290 15 the the DT cord-035254-630w2rtn 290 16 NYT NYT NNP cord-035254-630w2rtn 290 17 articles article NNS cord-035254-630w2rtn 290 18 selected select VBN cord-035254-630w2rtn 290 19 on on IN cord-035254-630w2rtn 290 20 the the DT cord-035254-630w2rtn 290 21 basis basis NN cord-035254-630w2rtn 290 22 of of IN cord-035254-630w2rtn 290 23 the the DT cord-035254-630w2rtn 290 24 corresponding corresponding JJ cord-035254-630w2rtn 290 25 keyword keyword NN cord-035254-630w2rtn 290 26 . . . cord-035254-630w2rtn 291 1 Keywords keyword NNS cord-035254-630w2rtn 291 2 for for IN cord-035254-630w2rtn 291 3 the the DT cord-035254-630w2rtn 291 4 expanded expand VBN cord-035254-630w2rtn 291 5 analysis analysis NN cord-035254-630w2rtn 291 6 . . . cord-035254-630w2rtn 292 1 The the DT cord-035254-630w2rtn 292 2 expanded expand VBN cord-035254-630w2rtn 292 3 analysis analysis NN cord-035254-630w2rtn 292 4 tested test VBD cord-035254-630w2rtn 292 5 all all DT cord-035254-630w2rtn 292 6 possible possible JJ cord-035254-630w2rtn 292 7 pairs pair NNS cord-035254-630w2rtn 292 8 of of IN cord-035254-630w2rtn 292 9 words word NNS cord-035254-630w2rtn 292 10 in in IN cord-035254-630w2rtn 292 11 Donald Donald NNP cord-035254-630w2rtn 292 12 Trump Trump NNP cord-035254-630w2rtn 292 13 's 's POS cord-035254-630w2rtn 292 14 Twitter Twitter NNP cord-035254-630w2rtn 292 15 vocabulary vocabulary NN cord-035254-630w2rtn 292 16 . . . cord-035254-630w2rtn 293 1 The the DT cord-035254-630w2rtn 293 2 vocabulary vocabulary NN cord-035254-630w2rtn 293 3 comprised comprise VBD cord-035254-630w2rtn 293 4 words word NNS cord-035254-630w2rtn 293 5 that that WDT cord-035254-630w2rtn 293 6 occurred occur VBD cord-035254-630w2rtn 293 7 at at RB cord-035254-630w2rtn 293 8 least least RBS cord-035254-630w2rtn 293 9 150 150 CD cord-035254-630w2rtn 293 10 times time NNS cord-035254-630w2rtn 293 11 and and CC cord-035254-630w2rtn 293 12 were be VBD cord-035254-630w2rtn 293 13 not not RB cord-035254-630w2rtn 293 14 stopwords stopword NNS cord-035254-630w2rtn 293 15 . . . cord-035254-630w2rtn 294 1 ( ( -LRB- cord-035254-630w2rtn 294 2 The the DT cord-035254-630w2rtn 294 3 results result NNS cord-035254-630w2rtn 294 4 are be VBP cord-035254-630w2rtn 294 5 not not RB cord-035254-630w2rtn 294 6 materially materially RB cord-035254-630w2rtn 294 7 affected affect VBN cord-035254-630w2rtn 294 8 if if IN cord-035254-630w2rtn 294 9 the the DT cord-035254-630w2rtn 294 10 occurrence occurrence NN cord-035254-630w2rtn 294 11 threshold threshold NN cord-035254-630w2rtn 294 12 is be VBZ cord-035254-630w2rtn 294 13 lowered lower VBN cord-035254-630w2rtn 294 14 to to IN cord-035254-630w2rtn 294 15 100 100 CD cord-035254-630w2rtn 294 16 . . . cord-035254-630w2rtn 294 17 ) ) -RRB- cord-035254-630w2rtn 295 1 Stopwords Stopwords NNPS cord-035254-630w2rtn 295 2 ( ( -LRB- cord-035254-630w2rtn 295 3 such such JJ cord-035254-630w2rtn 295 4 as as IN cord-035254-630w2rtn 295 5 " " `` cord-035254-630w2rtn 295 6 the the DT cord-035254-630w2rtn 295 7 " " '' cord-035254-630w2rtn 295 8 or or CC cord-035254-630w2rtn 295 9 " " `` cord-035254-630w2rtn 295 10 are be VBP cord-035254-630w2rtn 295 11 " " '' cord-035254-630w2rtn 295 12 ) ) -RRB- cord-035254-630w2rtn 295 13 are be VBP cord-035254-630w2rtn 295 14 considered consider VBN cord-035254-630w2rtn 295 15 unimportant unimportant JJ cord-035254-630w2rtn 295 16 for for IN cord-035254-630w2rtn 295 17 text text NN cord-035254-630w2rtn 295 18 analysis analysis NN cord-035254-630w2rtn 295 19 . . . cord-035254-630w2rtn 296 1 Here here RB cord-035254-630w2rtn 296 2 we -PRON- PRP cord-035254-630w2rtn 296 3 identified identify VBD cord-035254-630w2rtn 296 4 stopwords stopword NNS cord-035254-630w2rtn 296 5 using use VBG cord-035254-630w2rtn 296 6 the the DT cord-035254-630w2rtn 296 7 SMART smart JJ cord-035254-630w2rtn 296 8 option option NN cord-035254-630w2rtn 296 9 for for IN cord-035254-630w2rtn 296 10 R r NN cord-035254-630w2rtn 296 11 package package NN cord-035254-630w2rtn 296 12 tm tm NN cord-035254-630w2rtn 296 13 . . . cord-035254-630w2rtn 297 1 We -PRON- PRP cord-035254-630w2rtn 297 2 also also RB cord-035254-630w2rtn 297 3 removed remove VBD cord-035254-630w2rtn 297 4 numbers number NNS cord-035254-630w2rtn 297 5 and and CC cord-035254-630w2rtn 297 6 web web NN cord-035254-630w2rtn 297 7 links link NNS cord-035254-630w2rtn 297 8 ( ( -LRB- cord-035254-630w2rtn 297 9 URLs url NNS cord-035254-630w2rtn 297 10 ) ) -RRB- cord-035254-630w2rtn 297 11 . . . cord-035254-630w2rtn 298 1 Because because IN cord-035254-630w2rtn 298 2 focus focus NN cord-035254-630w2rtn 298 3 was be VBD cord-035254-630w2rtn 298 4 on on IN cord-035254-630w2rtn 298 5 diversion diversion NN cord-035254-630w2rtn 298 6 , , , cord-035254-630w2rtn 298 7 we -PRON- PRP cord-035254-630w2rtn 298 8 also also RB cord-035254-630w2rtn 298 9 excluded exclude VBD cord-035254-630w2rtn 298 10 " " `` cord-035254-630w2rtn 298 11 Russia Russia NNP cord-035254-630w2rtn 298 12 , , , cord-035254-630w2rtn 298 13 " " '' cord-035254-630w2rtn 298 14 " " `` cord-035254-630w2rtn 298 15 Mueller Mueller NNP cord-035254-630w2rtn 298 16 , , , cord-035254-630w2rtn 298 17 " " '' cord-035254-630w2rtn 298 18 and and CC cord-035254-630w2rtn 298 19 " " `` cord-035254-630w2rtn 298 20 collusion collusion NN cord-035254-630w2rtn 298 21 , , , cord-035254-630w2rtn 298 22 " " '' cord-035254-630w2rtn 298 23 yielding yield VBG cord-035254-630w2rtn 298 24 a a DT cord-035254-630w2rtn 298 25 final final JJ cord-035254-630w2rtn 298 26 vocabulary vocabulary NN cord-035254-630w2rtn 298 27 of of IN cord-035254-630w2rtn 298 28 N n NN cord-035254-630w2rtn 298 29 = = SYM cord-035254-630w2rtn 298 30 55 55 CD cord-035254-630w2rtn 298 31 ( ( -LRB- cord-035254-630w2rtn 298 32 N n CD cord-035254-630w2rtn 298 33 = = SYM cord-035254-630w2rtn 298 34 1485 1485 CD cord-035254-630w2rtn 298 35 unique unique JJ cord-035254-630w2rtn 298 36 pairs pair NNS cord-035254-630w2rtn 298 37 ) ) -RRB- cord-035254-630w2rtn 298 38 . . . cord-035254-630w2rtn 299 1 Each each DT cord-035254-630w2rtn 299 2 pair pair NN cord-035254-630w2rtn 299 3 was be VBD cord-035254-630w2rtn 299 4 used use VBN cord-035254-630w2rtn 299 5 as as IN cord-035254-630w2rtn 299 6 a a DT cord-035254-630w2rtn 299 7 set set NN cord-035254-630w2rtn 299 8 of of IN cord-035254-630w2rtn 299 9 keywords keyword NNS cord-035254-630w2rtn 299 10 in in IN cord-035254-630w2rtn 299 11 a a DT cord-035254-630w2rtn 299 12 separate separate JJ cord-035254-630w2rtn 299 13 regression regression NN cord-035254-630w2rtn 299 14 analysis analysis NN cord-035254-630w2rtn 299 15 . . . cord-035254-630w2rtn 300 1 The the DT cord-035254-630w2rtn 300 2 average average JJ cord-035254-630w2rtn 300 3 number number NN cord-035254-630w2rtn 300 4 of of IN cord-035254-630w2rtn 300 5 vocabulary vocabulary NN cord-035254-630w2rtn 300 6 items item NNS cord-035254-630w2rtn 300 7 in in IN cord-035254-630w2rtn 300 8 a a DT cord-035254-630w2rtn 300 9 tweet tweet NN cord-035254-630w2rtn 300 10 was be VBD cord-035254-630w2rtn 300 11 2.95 2.95 CD cord-035254-630w2rtn 300 12 ( ( -LRB- cord-035254-630w2rtn 300 13 s s NN cord-035254-630w2rtn 300 14 = = SYM cord-035254-630w2rtn 300 15 2.26 2.26 CD cord-035254-630w2rtn 300 16 ) ) -RRB- cord-035254-630w2rtn 300 17 , , , cord-035254-630w2rtn 300 18 and and CC cord-035254-630w2rtn 300 19 we -PRON- PRP cord-035254-630w2rtn 300 20 therefore therefore RB cord-035254-630w2rtn 300 21 considered consider VBD cord-035254-630w2rtn 300 22 two two CD cord-035254-630w2rtn 300 23 vocabulary vocabulary NN cord-035254-630w2rtn 300 24 words word NNS cord-035254-630w2rtn 300 25 to to TO cord-035254-630w2rtn 300 26 be be VB cord-035254-630w2rtn 300 27 sufficient sufficient JJ cord-035254-630w2rtn 300 28 to to TO cord-035254-630w2rtn 300 29 uniquely uniquely RB cord-035254-630w2rtn 300 30 identify identify VB cord-035254-630w2rtn 300 31 the the DT cord-035254-630w2rtn 300 32 topic topic NN cord-035254-630w2rtn 300 33 of of IN cord-035254-630w2rtn 300 34 a a DT cord-035254-630w2rtn 300 35 tweet tweet NN cord-035254-630w2rtn 300 36 . . . cord-035254-630w2rtn 301 1 Control control NN cord-035254-630w2rtn 301 2 variables variable NNS cord-035254-630w2rtn 301 3 . . . cord-035254-630w2rtn 302 1 All all DT cord-035254-630w2rtn 302 2 regression regression NN cord-035254-630w2rtn 302 3 models model NNS cord-035254-630w2rtn 302 4 included include VBD cord-035254-630w2rtn 302 5 at at IN cord-035254-630w2rtn 302 6 least least RBS cord-035254-630w2rtn 302 7 106 106 CD cord-035254-630w2rtn 302 8 control control NN cord-035254-630w2rtn 302 9 variables variable NNS cord-035254-630w2rtn 302 10 . . . cord-035254-630w2rtn 303 1 A a DT cord-035254-630w2rtn 303 2 separate separate JJ cord-035254-630w2rtn 303 3 intercept intercept NN cord-035254-630w2rtn 303 4 was be VBD cord-035254-630w2rtn 303 5 modeled model VBN cord-035254-630w2rtn 303 6 for for IN cord-035254-630w2rtn 303 7 each each DT cord-035254-630w2rtn 303 8 of of IN cord-035254-630w2rtn 303 9 the the DT cord-035254-630w2rtn 303 10 weeks week NNS cord-035254-630w2rtn 303 11 ( ( -LRB- cord-035254-630w2rtn 303 12 N n NN cord-035254-630w2rtn 303 13 = = SYM cord-035254-630w2rtn 303 14 104 104 CD cord-035254-630w2rtn 303 15 ) ) -RRB- cord-035254-630w2rtn 303 16 during during IN cord-035254-630w2rtn 303 17 the the DT cord-035254-630w2rtn 303 18 sampling sampling NN cord-035254-630w2rtn 303 19 period period NN cord-035254-630w2rtn 303 20 to to TO cord-035254-630w2rtn 303 21 account account VB cord-035254-630w2rtn 303 22 for for IN cord-035254-630w2rtn 303 23 potential potential JJ cord-035254-630w2rtn 303 24 endogenous endogenous JJ cord-035254-630w2rtn 303 25 short short JJ cord-035254-630w2rtn 303 26 - - HYPH cord-035254-630w2rtn 303 27 term term NN cord-035254-630w2rtn 303 28 fluctuations fluctuation NNS cord-035254-630w2rtn 303 29 . . . cord-035254-630w2rtn 304 1 The the DT cord-035254-630w2rtn 304 2 date date NN cord-035254-630w2rtn 304 3 ( ( -LRB- cord-035254-630w2rtn 304 4 number number NN cord-035254-630w2rtn 304 5 of of IN cord-035254-630w2rtn 304 6 days day NNS cord-035254-630w2rtn 304 7 since since IN cord-035254-630w2rtn 304 8 January January NNP cord-035254-630w2rtn 304 9 1 1 CD cord-035254-630w2rtn 304 10 , , , cord-035254-630w2rtn 304 11 1960 1960 CD cord-035254-630w2rtn 304 12 ) ) -RRB- cord-035254-630w2rtn 304 13 , , , cord-035254-630w2rtn 304 14 and and CC cord-035254-630w2rtn 304 15 square square NN cord-035254-630w2rtn 304 16 of of IN cord-035254-630w2rtn 304 17 the the DT cord-035254-630w2rtn 304 18 date date NN cord-035254-630w2rtn 304 19 , , , cord-035254-630w2rtn 304 20 were be VBD cord-035254-630w2rtn 304 21 entered enter VBN cord-035254-630w2rtn 304 22 as as IN cord-035254-630w2rtn 304 23 two two CD cord-035254-630w2rtn 304 24 additional additional JJ cord-035254-630w2rtn 304 25 control control NN cord-035254-630w2rtn 304 26 variables variable NNS cord-035254-630w2rtn 304 27 to to TO cord-035254-630w2rtn 304 28 account account VB cord-035254-630w2rtn 304 29 for for IN cord-035254-630w2rtn 304 30 long long JJ cord-035254-630w2rtn 304 31 - - HYPH cord-035254-630w2rtn 304 32 term term NN cord-035254-630w2rtn 304 33 trends trend NNS cord-035254-630w2rtn 304 34 . . . cord-035254-630w2rtn 305 1 In in IN cord-035254-630w2rtn 305 2 addition addition NN cord-035254-630w2rtn 305 3 , , , cord-035254-630w2rtn 305 4 lagged lag VBN cord-035254-630w2rtn 305 5 variables variable NNS cord-035254-630w2rtn 305 6 were be VBD cord-035254-630w2rtn 305 7 included include VBN cord-035254-630w2rtn 305 8 as as IN cord-035254-630w2rtn 305 9 suggested suggest VBN cord-035254-630w2rtn 305 10 by by IN cord-035254-630w2rtn 305 11 a a DT cord-035254-630w2rtn 305 12 detailed detailed JJ cord-035254-630w2rtn 305 13 examination examination NN cord-035254-630w2rtn 305 14 of of IN cord-035254-630w2rtn 305 15 the the DT cord-035254-630w2rtn 305 16 underlying underlie VBG cord-035254-630w2rtn 305 17 autocorrelation autocorrelation NN cord-035254-630w2rtn 305 18 structures structure NNS cord-035254-630w2rtn 305 19 . . . cord-035254-630w2rtn 306 1 Autocorrelation autocorrelation NN cord-035254-630w2rtn 306 2 structure structure NN cord-035254-630w2rtn 306 3 . . . cord-035254-630w2rtn 307 1 We -PRON- PRP cord-035254-630w2rtn 307 2 established establish VBD cord-035254-630w2rtn 307 3 the the DT cord-035254-630w2rtn 307 4 autocorrelation autocorrelation NN cord-035254-630w2rtn 307 5 structure structure NN cord-035254-630w2rtn 307 6 for for IN cord-035254-630w2rtn 307 7 each each DT cord-035254-630w2rtn 307 8 of of IN cord-035254-630w2rtn 307 9 the the DT cord-035254-630w2rtn 307 10 variables variable NNS cord-035254-630w2rtn 307 11 under under IN cord-035254-630w2rtn 307 12 consideration consideration NN cord-035254-630w2rtn 307 13 by by IN cord-035254-630w2rtn 307 14 regressing regress VBG cord-035254-630w2rtn 307 15 the the DT cord-035254-630w2rtn 307 16 observations observation NNS cord-035254-630w2rtn 307 17 on on IN cord-035254-630w2rtn 307 18 day day NN cord-035254-630w2rtn 307 19 t t NN cord-035254-630w2rtn 307 20 onto onto IN cord-035254-630w2rtn 307 21 the the DT cord-035254-630w2rtn 307 22 106 106 CD cord-035254-630w2rtn 307 23 control control NN cord-035254-630w2rtn 307 24 variables variable NNS cord-035254-630w2rtn 307 25 and and CC cord-035254-630w2rtn 307 26 a a DT cord-035254-630w2rtn 307 27 varying vary VBG cord-035254-630w2rtn 307 28 number number NN cord-035254-630w2rtn 307 29 of of IN cord-035254-630w2rtn 307 30 lagged lag VBN cord-035254-630w2rtn 307 31 observations observation NNS cord-035254-630w2rtn 307 32 of of IN cord-035254-630w2rtn 307 33 the the DT cord-035254-630w2rtn 307 34 dependent dependent JJ cord-035254-630w2rtn 307 35 variable variable NN cord-035254-630w2rtn 307 36 from from IN cord-035254-630w2rtn 307 37 days day NNS cord-035254-630w2rtn 307 38 t t NNP cord-035254-630w2rtn 307 39 − − NNP cord-035254-630w2rtn 307 40 1 1 CD cord-035254-630w2rtn 307 41 , , , cord-035254-630w2rtn 307 42 t t NNP cord-035254-630w2rtn 307 43 − − NNP cord-035254-630w2rtn 307 44 2 2 CD cord-035254-630w2rtn 307 45 , , , cord-035254-630w2rtn 307 46 … … NFP cord-035254-630w2rtn 307 47 , , , cord-035254-630w2rtn 307 48 t t NNP cord-035254-630w2rtn 307 49 − − NNP cord-035254-630w2rtn 307 50 k. k. NNP cord-035254-630w2rtn 307 51 Supplementary Supplementary NNP cord-035254-630w2rtn 307 52 Tables Tables NNPS cord-035254-630w2rtn 308 1 S2-S5 S2-S5 NNP cord-035254-630w2rtn 308 2 report report VB cord-035254-630w2rtn 308 3 the the DT cord-035254-630w2rtn 308 4 analyses analysis NNS cord-035254-630w2rtn 308 5 , , , cord-035254-630w2rtn 308 6 which which WDT cord-035254-630w2rtn 308 7 identified identify VBD cord-035254-630w2rtn 308 8 the the DT cord-035254-630w2rtn 308 9 maximum maximum JJ cord-035254-630w2rtn 308 10 lag lag NN cord-035254-630w2rtn 308 11 ( ( -LRB- cord-035254-630w2rtn 308 12 k k NN cord-035254-630w2rtn 308 13 ) ) -RRB- cord-035254-630w2rtn 308 14 for for IN cord-035254-630w2rtn 308 15 each each DT cord-035254-630w2rtn 308 16 variable variable NN cord-035254-630w2rtn 308 17 . . . cord-035254-630w2rtn 309 1 For for IN cord-035254-630w2rtn 309 2 tweets tweet NNS cord-035254-630w2rtn 309 3 , , , cord-035254-630w2rtn 309 4 the the DT cord-035254-630w2rtn 309 5 suggested suggest VBN cord-035254-630w2rtn 309 6 lag lag NN cord-035254-630w2rtn 309 7 was be VBD cord-035254-630w2rtn 309 8 k k NN cord-035254-630w2rtn 309 9 = = SYM cord-035254-630w2rtn 309 10 10 10 CD cord-035254-630w2rtn 309 11 , , , cord-035254-630w2rtn 309 12 and and CC cord-035254-630w2rtn 309 13 for for IN cord-035254-630w2rtn 309 14 NYT NYT NNP cord-035254-630w2rtn 309 15 , , , cord-035254-630w2rtn 309 16 ABC ABC NNP cord-035254-630w2rtn 309 17 , , , cord-035254-630w2rtn 309 18 and and CC cord-035254-630w2rtn 309 19 the the DT cord-035254-630w2rtn 309 20 average average NN cord-035254-630w2rtn 309 21 it -PRON- PRP cord-035254-630w2rtn 309 22 was be VBD cord-035254-630w2rtn 309 23 k k NN cord-035254-630w2rtn 309 24 = = SYM cord-035254-630w2rtn 309 25 28 28 CD cord-035254-630w2rtn 309 26 , , , cord-035254-630w2rtn 309 27 k k NNP cord-035254-630w2rtn 309 28 = = SYM cord-035254-630w2rtn 309 29 21 21 CD cord-035254-630w2rtn 309 30 , , , cord-035254-630w2rtn 309 31 and and CC cord-035254-630w2rtn 309 32 k k NN cord-035254-630w2rtn 309 33 = = SYM cord-035254-630w2rtn 309 34 28 28 CD cord-035254-630w2rtn 309 35 , , , cord-035254-630w2rtn 309 36 respectively respectively RB cord-035254-630w2rtn 309 37 . . . cord-035254-630w2rtn 310 1 All all DT cord-035254-630w2rtn 310 2 regressions regression NNS cord-035254-630w2rtn 310 3 ( ( -LRB- cord-035254-630w2rtn 310 4 OLS OLS NNP cord-035254-630w2rtn 310 5 and and CC cord-035254-630w2rtn 310 6 3SLS 3SLS NNP cord-035254-630w2rtn 310 7 ; ; : cord-035254-630w2rtn 310 8 see see VB cord-035254-630w2rtn 310 9 below below RB cord-035254-630w2rtn 310 10 ) ) -RRB- cord-035254-630w2rtn 310 11 included include VBD cord-035254-630w2rtn 310 12 the the DT cord-035254-630w2rtn 310 13 appropriate appropriate JJ cord-035254-630w2rtn 310 14 k k NN cord-035254-630w2rtn 310 15 lagged lag VBD cord-035254-630w2rtn 310 16 variables variable NNS cord-035254-630w2rtn 310 17 . . . cord-035254-630w2rtn 311 1 OLS ols NN cord-035254-630w2rtn 311 2 regression regression NN cord-035254-630w2rtn 311 3 models model NNS cord-035254-630w2rtn 311 4 . . . cord-035254-630w2rtn 312 1 The the DT cord-035254-630w2rtn 312 2 ordinary ordinary JJ cord-035254-630w2rtn 312 3 least least JJS cord-035254-630w2rtn 312 4 - - HYPH cord-035254-630w2rtn 312 5 squares square NNS cord-035254-630w2rtn 312 6 ( ( -LRB- cord-035254-630w2rtn 312 7 OLS OLS NNP cord-035254-630w2rtn 312 8 ) ) -RRB- cord-035254-630w2rtn 312 9 analyses analysis NNS cord-035254-630w2rtn 312 10 involved involve VBD cord-035254-630w2rtn 312 11 two two CD cord-035254-630w2rtn 312 12 independently independently RB cord-035254-630w2rtn 312 13 estimated estimate VBN cord-035254-630w2rtn 312 14 regression regression NN cord-035254-630w2rtn 312 15 models model NNS cord-035254-630w2rtn 312 16 . . . cord-035254-630w2rtn 313 1 The the DT cord-035254-630w2rtn 313 2 first first JJ cord-035254-630w2rtn 313 3 model model NN cord-035254-630w2rtn 313 4 examined examine VBD cord-035254-630w2rtn 313 5 whether whether IN cord-035254-630w2rtn 313 6 Donald Donald NNP cord-035254-630w2rtn 313 7 Trump Trump NNP cord-035254-630w2rtn 313 8 's 's POS cord-035254-630w2rtn 313 9 tweets tweet NNS cord-035254-630w2rtn 313 10 divert divert VBP cord-035254-630w2rtn 313 11 the the DT cord-035254-630w2rtn 313 12 media medium NNS cord-035254-630w2rtn 313 13 from from IN cord-035254-630w2rtn 313 14 threatening threaten VBG cord-035254-630w2rtn 313 15 media medium NNS cord-035254-630w2rtn 313 16 coverage coverage NN cord-035254-630w2rtn 313 17 . . . cord-035254-630w2rtn 314 1 Given give VBN cord-035254-630w2rtn 314 2 the the DT cord-035254-630w2rtn 314 3 president president NN cord-035254-630w2rtn 314 4 's 's POS cord-035254-630w2rtn 314 5 ability ability NN cord-035254-630w2rtn 314 6 to to TO cord-035254-630w2rtn 314 7 respond respond VB cord-035254-630w2rtn 314 8 nearly nearly RB cord-035254-630w2rtn 314 9 instantaneously instantaneously RB cord-035254-630w2rtn 314 10 to to IN cord-035254-630w2rtn 314 11 media medium NNS cord-035254-630w2rtn 314 12 coverage coverage NN cord-035254-630w2rtn 314 13 , , , cord-035254-630w2rtn 314 14 we -PRON- PRP cord-035254-630w2rtn 314 15 considered consider VBD cord-035254-630w2rtn 314 16 media medium NNS cord-035254-630w2rtn 314 17 coverage coverage NN cord-035254-630w2rtn 314 18 and and CC cord-035254-630w2rtn 314 19 tweets tweet NNS cord-035254-630w2rtn 314 20 on on IN cord-035254-630w2rtn 314 21 the the DT cord-035254-630w2rtn 314 22 same same JJ cord-035254-630w2rtn 314 23 day day NN cord-035254-630w2rtn 314 24 . . . cord-035254-630w2rtn 315 1 That that RB cord-035254-630w2rtn 315 2 is is RB cord-035254-630w2rtn 315 3 , , , cord-035254-630w2rtn 315 4 we -PRON- PRP cord-035254-630w2rtn 315 5 regressed regress VBD cord-035254-630w2rtn 315 6 the the DT cord-035254-630w2rtn 315 7 number number NN cord-035254-630w2rtn 315 8 of of IN cord-035254-630w2rtn 315 9 diverting divert VBG cord-035254-630w2rtn 315 10 keywords keyword NNS cord-035254-630w2rtn 315 11 in in IN cord-035254-630w2rtn 315 12 tweets tweet NNS cord-035254-630w2rtn 315 13 posted post VBN cord-035254-630w2rtn 315 14 on on IN cord-035254-630w2rtn 315 15 day day NN cord-035254-630w2rtn 315 16 t t NN cord-035254-630w2rtn 315 17 on on IN cord-035254-630w2rtn 315 18 the the DT cord-035254-630w2rtn 315 19 number number NN cord-035254-630w2rtn 315 20 of of IN cord-035254-630w2rtn 315 21 threatening threaten VBG cord-035254-630w2rtn 315 22 news news NN cord-035254-630w2rtn 315 23 items item NNS cord-035254-630w2rtn 315 24 also also RB cord-035254-630w2rtn 315 25 on on IN cord-035254-630w2rtn 315 26 day day NN cord-035254-630w2rtn 316 1 t. t. NNP cord-035254-630w2rtn 317 1 The the DT cord-035254-630w2rtn 317 2 second second JJ cord-035254-630w2rtn 317 3 model model NN cord-035254-630w2rtn 317 4 examined examine VBD cord-035254-630w2rtn 317 5 whether whether IN cord-035254-630w2rtn 317 6 Donald Donald NNP cord-035254-630w2rtn 317 7 Trump Trump NNP cord-035254-630w2rtn 317 8 's 's POS cord-035254-630w2rtn 317 9 diverting divert VBG cord-035254-630w2rtn 317 10 tweets tweet NNS cord-035254-630w2rtn 317 11 affected affected JJ cord-035254-630w2rtn 317 12 media medium NNS cord-035254-630w2rtn 317 13 coverage coverage NN cord-035254-630w2rtn 317 14 relating relate VBG cord-035254-630w2rtn 317 15 to to IN cord-035254-630w2rtn 317 16 the the DT cord-035254-630w2rtn 317 17 potentially potentially RB cord-035254-630w2rtn 317 18 threatening threatening JJ cord-035254-630w2rtn 317 19 topics topic NNS cord-035254-630w2rtn 317 20 . . . cord-035254-630w2rtn 318 1 This this DT cord-035254-630w2rtn 318 2 analysis analysis NN cord-035254-630w2rtn 318 3 used use VBD cord-035254-630w2rtn 318 4 the the DT cord-035254-630w2rtn 318 5 number number NN cord-035254-630w2rtn 318 6 of of IN cord-035254-630w2rtn 318 7 diverting divert VBG cord-035254-630w2rtn 318 8 keywords keyword NNS cord-035254-630w2rtn 318 9 in in IN cord-035254-630w2rtn 318 10 the the DT cord-035254-630w2rtn 318 11 tweets tweet NNS cord-035254-630w2rtn 318 12 on on IN cord-035254-630w2rtn 318 13 day day NN cord-035254-630w2rtn 318 14 t t NNP cord-035254-630w2rtn 318 15 − − NNP cord-035254-630w2rtn 318 16 1 1 CD cord-035254-630w2rtn 318 17 as as IN cord-035254-630w2rtn 318 18 a a DT cord-035254-630w2rtn 318 19 predictor predictor NN cord-035254-630w2rtn 318 20 for for IN cord-035254-630w2rtn 318 21 threatening threaten VBG cord-035254-630w2rtn 318 22 coverage coverage NN cord-035254-630w2rtn 318 23 on on IN cord-035254-630w2rtn 318 24 day day NN cord-035254-630w2rtn 319 1 t. t. NNP cord-035254-630w2rtn 320 1 The the DT cord-035254-630w2rtn 320 2 second second JJ cord-035254-630w2rtn 320 3 model model NN cord-035254-630w2rtn 320 4 thus thus RB cord-035254-630w2rtn 320 5 assumed assume VBD cord-035254-630w2rtn 320 6 a a DT cord-035254-630w2rtn 320 7 lag lag NN cord-035254-630w2rtn 320 8 between between IN cord-035254-630w2rtn 320 9 tweets tweet NNS cord-035254-630w2rtn 320 10 ( ( -LRB- cord-035254-630w2rtn 320 11 on on IN cord-035254-630w2rtn 320 12 day day NN cord-035254-630w2rtn 320 13 t t NNP cord-035254-630w2rtn 320 14 − − NNP cord-035254-630w2rtn 320 15 1 1 CD cord-035254-630w2rtn 320 16 ) ) -RRB- cord-035254-630w2rtn 320 17 and and CC cord-035254-630w2rtn 320 18 an an DT cord-035254-630w2rtn 320 19 association association NN cord-035254-630w2rtn 320 20 between between IN cord-035254-630w2rtn 320 21 those those DT cord-035254-630w2rtn 320 22 tweets tweet NNS cord-035254-630w2rtn 320 23 and and CC cord-035254-630w2rtn 320 24 media medium NNS cord-035254-630w2rtn 320 25 coverage coverage NN cord-035254-630w2rtn 320 26 ( ( -LRB- cord-035254-630w2rtn 320 27 day day NN cord-035254-630w2rtn 320 28 t t NN cord-035254-630w2rtn 320 29 ) ) -RRB- cord-035254-630w2rtn 320 30 to to TO cord-035254-630w2rtn 320 31 reflect reflect VB cord-035254-630w2rtn 320 32 the the DT cord-035254-630w2rtn 320 33 delay delay NN cord-035254-630w2rtn 320 34 inherent inherent JJ cord-035254-630w2rtn 320 35 in in IN cord-035254-630w2rtn 320 36 the the DT cord-035254-630w2rtn 320 37 news news NN cord-035254-630w2rtn 320 38 cycle cycle NN cord-035254-630w2rtn 320 39 . . . cord-035254-630w2rtn 321 1 This this DT cord-035254-630w2rtn 321 2 model model NN cord-035254-630w2rtn 321 3 again again RB cord-035254-630w2rtn 321 4 also also RB cord-035254-630w2rtn 321 5 included include VBD cord-035254-630w2rtn 321 6 media medium NNS cord-035254-630w2rtn 321 7 coverage coverage NN cord-035254-630w2rtn 321 8 on on IN cord-035254-630w2rtn 321 9 day day NN cord-035254-630w2rtn 321 10 t t NNP cord-035254-630w2rtn 321 11 − − NNP cord-035254-630w2rtn 321 12 1 1 CD cord-035254-630w2rtn 321 13 to to TO cord-035254-630w2rtn 321 14 capture capture VB cord-035254-630w2rtn 321 15 the the DT cord-035254-630w2rtn 321 16 inherent inherent JJ cord-035254-630w2rtn 321 17 momentum momentum NN cord-035254-630w2rtn 321 18 of of IN cord-035254-630w2rtn 321 19 a a DT cord-035254-630w2rtn 321 20 topic topic NN cord-035254-630w2rtn 321 21 . . . cord-035254-630w2rtn 322 1 All all DT cord-035254-630w2rtn 322 2 analyses analysis NNS cord-035254-630w2rtn 322 3 were be VBD cord-035254-630w2rtn 322 4 conducted conduct VBN cord-035254-630w2rtn 322 5 in in IN cord-035254-630w2rtn 322 6 R R NNP cord-035254-630w2rtn 322 7 and and CC cord-035254-630w2rtn 322 8 Stata Stata NNP cord-035254-630w2rtn 322 9 , , , cord-035254-630w2rtn 322 10 either either CC cord-035254-630w2rtn 322 11 using use VBG cord-035254-630w2rtn 322 12 a a DT cord-035254-630w2rtn 322 13 robust robust JJ cord-035254-630w2rtn 322 14 heteroskedasticity heteroskedasticity NN cord-035254-630w2rtn 322 15 - - HYPH cord-035254-630w2rtn 322 16 consistent consistent JJ cord-035254-630w2rtn 322 17 estimation estimation NN cord-035254-630w2rtn 322 18 of of IN cord-035254-630w2rtn 322 19 the the DT cord-035254-630w2rtn 322 20 covariance covariance NN cord-035254-630w2rtn 322 21 matrix matrix NN cord-035254-630w2rtn 322 22 of of IN cord-035254-630w2rtn 322 23 the the DT cord-035254-630w2rtn 322 24 coefficient coefficient NN cord-035254-630w2rtn 322 25 estimates estimate NNS cord-035254-630w2rtn 322 26 ( ( -LRB- cord-035254-630w2rtn 322 27 i.e. i.e. FW cord-035254-630w2rtn 322 28 , , , cord-035254-630w2rtn 322 29 function function VB cord-035254-630w2rtn 322 30 vcovHC vcovHC NNP cord-035254-630w2rtn 322 31 in in IN cord-035254-630w2rtn 322 32 the the DT cord-035254-630w2rtn 322 33 sandwich sandwich NN cord-035254-630w2rtn 322 34 library library NN cord-035254-630w2rtn 322 35 with with IN cord-035254-630w2rtn 322 36 the the DT cord-035254-630w2rtn 322 37 HC1 HC1 NNP cord-035254-630w2rtn 322 38 option option NN cord-035254-630w2rtn 322 39 ) ) -RRB- cord-035254-630w2rtn 322 40 or or CC cord-035254-630w2rtn 322 41 using use VBG cord-035254-630w2rtn 322 42 Newey Newey NNP cord-035254-630w2rtn 322 43 - - HYPH cord-035254-630w2rtn 322 44 West West NNP cord-035254-630w2rtn 322 45 standard standard JJ cord-035254-630w2rtn 322 46 errors error NNS cord-035254-630w2rtn 322 47 that that WDT cord-035254-630w2rtn 322 48 are be VBP cord-035254-630w2rtn 322 49 designed design VBN cord-035254-630w2rtn 322 50 to to TO cord-035254-630w2rtn 322 51 deal deal VB cord-035254-630w2rtn 322 52 with with IN cord-035254-630w2rtn 322 53 autocorrelated autocorrelated JJ cord-035254-630w2rtn 322 54 time time NN cord-035254-630w2rtn 322 55 - - HYPH cord-035254-630w2rtn 322 56 series series NN cord-035254-630w2rtn 322 57 data datum NNS cord-035254-630w2rtn 322 58 ( ( -LRB- cord-035254-630w2rtn 322 59 NeweyWest NeweyWest NNP cord-035254-630w2rtn 322 60 option option NN cord-035254-630w2rtn 322 61 for for IN cord-035254-630w2rtn 322 62 function function NN cord-035254-630w2rtn 322 63 coeftest coeftest NN cord-035254-630w2rtn 322 64 in in IN cord-035254-630w2rtn 322 65 R R NNP cord-035254-630w2rtn 322 66 ) ) -RRB- cord-035254-630w2rtn 322 67 . . . cord-035254-630w2rtn 323 1 For for IN cord-035254-630w2rtn 323 2 a a DT cord-035254-630w2rtn 323 3 subset subset NN cord-035254-630w2rtn 323 4 of of IN cord-035254-630w2rtn 323 5 the the DT cord-035254-630w2rtn 323 6 targeted target VBN cord-035254-630w2rtn 323 7 analysis analysis NN cord-035254-630w2rtn 323 8 , , , cord-035254-630w2rtn 323 9 the the DT cord-035254-630w2rtn 323 10 results result NNS cord-035254-630w2rtn 323 11 were be VBD cord-035254-630w2rtn 323 12 reproduced reproduce VBN cord-035254-630w2rtn 323 13 in in IN cord-035254-630w2rtn 323 14 Stata Stata NNP cord-035254-630w2rtn 323 15 as as IN cord-035254-630w2rtn 323 16 a a DT cord-035254-630w2rtn 323 17 cross cross NN cord-035254-630w2rtn 323 18 - - NN cord-035254-630w2rtn 323 19 check check NN cord-035254-630w2rtn 323 20 . . . cord-035254-630w2rtn 324 1 All all DT cord-035254-630w2rtn 324 2 statistical statistical JJ cord-035254-630w2rtn 324 3 results result NNS cord-035254-630w2rtn 324 4 reported report VBN cord-035254-630w2rtn 324 5 in in IN cord-035254-630w2rtn 324 6 all all DT cord-035254-630w2rtn 324 7 tables table NNS cord-035254-630w2rtn 324 8 here here RB cord-035254-630w2rtn 324 9 and and CC cord-035254-630w2rtn 324 10 in in IN cord-035254-630w2rtn 324 11 the the DT cord-035254-630w2rtn 324 12 Supplementary supplementary JJ cord-035254-630w2rtn 324 13 information information NN cord-035254-630w2rtn 324 14 are be VBP cord-035254-630w2rtn 324 15 based base VBN cord-035254-630w2rtn 324 16 on on IN cord-035254-630w2rtn 324 17 two two CD cord-035254-630w2rtn 324 18 - - HYPH cord-035254-630w2rtn 324 19 tailed tailed JJ cord-035254-630w2rtn 324 20 t t NN cord-035254-630w2rtn 324 21 - - HYPH cord-035254-630w2rtn 324 22 tests test NNS cord-035254-630w2rtn 324 23 for for IN cord-035254-630w2rtn 324 24 the the DT cord-035254-630w2rtn 324 25 coefficients coefficient NNS cord-035254-630w2rtn 324 26 and and CC cord-035254-630w2rtn 324 27 are be VBP cord-035254-630w2rtn 324 28 not not RB cord-035254-630w2rtn 324 29 adjusted adjust VBN cord-035254-630w2rtn 324 30 for for IN cord-035254-630w2rtn 324 31 multiple multiple JJ cord-035254-630w2rtn 324 32 tests test NNS cord-035254-630w2rtn 324 33 . . . cord-035254-630w2rtn 325 1 Because because IN cord-035254-630w2rtn 325 2 the the DT cord-035254-630w2rtn 325 3 dependent dependent JJ cord-035254-630w2rtn 325 4 variables variable NNS cord-035254-630w2rtn 325 5 were be VBD cord-035254-630w2rtn 325 6 event event NN cord-035254-630w2rtn 325 7 counts count NNS cord-035254-630w2rtn 325 8 , , , cord-035254-630w2rtn 325 9 a a DT cord-035254-630w2rtn 325 10 negative negative JJ cord-035254-630w2rtn 325 11 binomial binomial NN cord-035254-630w2rtn 325 12 regression regression NN cord-035254-630w2rtn 325 13 is be VBZ cord-035254-630w2rtn 325 14 often often RB cord-035254-630w2rtn 325 15 considered consider VBN cord-035254-630w2rtn 325 16 to to TO cord-035254-630w2rtn 325 17 be be VB cord-035254-630w2rtn 325 18 the the DT cord-035254-630w2rtn 325 19 most most RBS cord-035254-630w2rtn 325 20 appropriate appropriate JJ cord-035254-630w2rtn 325 21 model model NN cord-035254-630w2rtn 325 22 for for IN cord-035254-630w2rtn 325 23 analysis analysis NN cord-035254-630w2rtn 325 24 . . . cord-035254-630w2rtn 326 1 We -PRON- PRP cord-035254-630w2rtn 326 2 report report VBP cord-035254-630w2rtn 326 3 a a DT cord-035254-630w2rtn 326 4 negative negative JJ cord-035254-630w2rtn 326 5 binomial binomial NN cord-035254-630w2rtn 326 6 analysis analysis NN cord-035254-630w2rtn 326 7 of of IN cord-035254-630w2rtn 326 8 our -PRON- PRP$ cord-035254-630w2rtn 326 9 main main JJ cord-035254-630w2rtn 326 10 results result NNS cord-035254-630w2rtn 326 11 in in IN cord-035254-630w2rtn 326 12 the the DT cord-035254-630w2rtn 326 13 Supplementary supplementary JJ cord-035254-630w2rtn 326 14 information information NN cord-035254-630w2rtn 326 15 ( ( -LRB- cord-035254-630w2rtn 326 16 Table Table NNP cord-035254-630w2rtn 326 17 S13 S13 NNP cord-035254-630w2rtn 326 18 ) ) -RRB- cord-035254-630w2rtn 326 19 . . . cord-035254-630w2rtn 327 1 However however RB cord-035254-630w2rtn 327 2 , , , cord-035254-630w2rtn 327 3 negative negative JJ cord-035254-630w2rtn 327 4 binomial binomial JJ cord-035254-630w2rtn 327 5 regressions regression NNS cord-035254-630w2rtn 327 6 are be VBP cord-035254-630w2rtn 327 7 known know VBN cord-035254-630w2rtn 327 8 to to TO cord-035254-630w2rtn 327 9 suffer suffer VB cord-035254-630w2rtn 327 10 from from IN cord-035254-630w2rtn 327 11 frequent frequent JJ cord-035254-630w2rtn 327 12 convergence convergence NN cord-035254-630w2rtn 327 13 problems problem NNS cord-035254-630w2rtn 327 14 , , , cord-035254-630w2rtn 327 15 and and CC cord-035254-630w2rtn 327 16 the the DT cord-035254-630w2rtn 327 17 present present JJ cord-035254-630w2rtn 327 18 analysis analysis NN cord-035254-630w2rtn 327 19 was be VBD cord-035254-630w2rtn 327 20 no no DT cord-035254-630w2rtn 327 21 exception exception NN cord-035254-630w2rtn 327 22 , , , cord-035254-630w2rtn 327 23 with with IN cord-035254-630w2rtn 327 24 the the DT cord-035254-630w2rtn 327 25 suppression suppression NN cord-035254-630w2rtn 327 26 model model NN cord-035254-630w2rtn 327 27 for for IN cord-035254-630w2rtn 327 28 ABC ABC NNP cord-035254-630w2rtn 327 29 failing fail VBG cord-035254-630w2rtn 327 30 to to TO cord-035254-630w2rtn 327 31 converge converge VB cord-035254-630w2rtn 327 32 . . . cord-035254-630w2rtn 328 1 In in IN cord-035254-630w2rtn 328 2 addition addition NN cord-035254-630w2rtn 328 3 , , , cord-035254-630w2rtn 328 4 the the DT cord-035254-630w2rtn 328 5 suppression suppression NN cord-035254-630w2rtn 328 6 model model NN cord-035254-630w2rtn 328 7 for for IN cord-035254-630w2rtn 328 8 average average JJ cord-035254-630w2rtn 328 9 media medium NNS cord-035254-630w2rtn 328 10 coverage coverage NN cord-035254-630w2rtn 328 11 can can MD cord-035254-630w2rtn 328 12 not not RB cord-035254-630w2rtn 328 13 be be VB cord-035254-630w2rtn 328 14 analyzed analyze VBN cord-035254-630w2rtn 328 15 by by IN cord-035254-630w2rtn 328 16 a a DT cord-035254-630w2rtn 328 17 binomial binomial JJ cord-035254-630w2rtn 328 18 model model NN cord-035254-630w2rtn 328 19 because because IN cord-035254-630w2rtn 328 20 the the DT cord-035254-630w2rtn 328 21 dependent dependent JJ cord-035254-630w2rtn 328 22 variable variable NN cord-035254-630w2rtn 328 23 ( ( -LRB- cord-035254-630w2rtn 328 24 the the DT cord-035254-630w2rtn 328 25 average average NN cord-035254-630w2rtn 328 26 of of IN cord-035254-630w2rtn 328 27 standardized standardized JJ cord-035254-630w2rtn 328 28 coverage coverage NN cord-035254-630w2rtn 328 29 for for IN cord-035254-630w2rtn 328 30 each each DT cord-035254-630w2rtn 328 31 media medium NNS cord-035254-630w2rtn 328 32 outlet outlet NN cord-035254-630w2rtn 328 33 ) ) -RRB- cord-035254-630w2rtn 328 34 does do VBZ cord-035254-630w2rtn 328 35 not not RB cord-035254-630w2rtn 328 36 involve involve VB cord-035254-630w2rtn 328 37 counted count VBN cord-035254-630w2rtn 328 38 data datum NNS cord-035254-630w2rtn 328 39 . . . cord-035254-630w2rtn 329 1 For for IN cord-035254-630w2rtn 329 2 those those DT cord-035254-630w2rtn 329 3 reasons reason NNS cord-035254-630w2rtn 329 4 , , , cord-035254-630w2rtn 329 5 we -PRON- PRP cord-035254-630w2rtn 329 6 report report VBP cord-035254-630w2rtn 329 7 the the DT cord-035254-630w2rtn 329 8 OLS OLS NNP cord-035254-630w2rtn 329 9 results result NNS cord-035254-630w2rtn 329 10 . . . cord-035254-630w2rtn 330 1 3SLS 3sls JJ cord-035254-630w2rtn 330 2 regression regression NN cord-035254-630w2rtn 330 3 models model NNS cord-035254-630w2rtn 330 4 . . . cord-035254-630w2rtn 331 1 Given give VBN cord-035254-630w2rtn 331 2 that that IN cord-035254-630w2rtn 331 3 we -PRON- PRP cord-035254-630w2rtn 331 4 expected expect VBD cord-035254-630w2rtn 331 5 a a DT cord-035254-630w2rtn 331 6 tight tight JJ cord-035254-630w2rtn 331 7 coupling coupling NN cord-035254-630w2rtn 331 8 between between IN cord-035254-630w2rtn 331 9 diversion diversion NN cord-035254-630w2rtn 331 10 and and CC cord-035254-630w2rtn 331 11 suppression suppression NN cord-035254-630w2rtn 331 12 , , , cord-035254-630w2rtn 331 13 we -PRON- PRP cord-035254-630w2rtn 331 14 applied apply VBD cord-035254-630w2rtn 331 15 a a DT cord-035254-630w2rtn 331 16 three three CD cord-035254-630w2rtn 331 17 - - HYPH cord-035254-630w2rtn 331 18 stage stage NN cord-035254-630w2rtn 331 19 - - HYPH cord-035254-630w2rtn 331 20 least least JJS cord-035254-630w2rtn 331 21 - - HYPH cord-035254-630w2rtn 331 22 squares square NNS cord-035254-630w2rtn 331 23 ( ( -LRB- cord-035254-630w2rtn 331 24 3SLS 3sls LS cord-035254-630w2rtn 331 25 ) ) -RRB- cord-035254-630w2rtn 331 26 regression regression NN cord-035254-630w2rtn 331 27 approach approach NN cord-035254-630w2rtn 331 28 to to TO cord-035254-630w2rtn 331 29 analyze analyze VB cord-035254-630w2rtn 331 30 the the DT cord-035254-630w2rtn 331 31 coupled coupled JJ cord-035254-630w2rtn 331 32 system system NN cord-035254-630w2rtn 331 33 of of IN cord-035254-630w2rtn 331 34 equations equation NNS cord-035254-630w2rtn 331 35 55 55 CD cord-035254-630w2rtn 331 36 . . . cord-035254-630w2rtn 332 1 The the DT cord-035254-630w2rtn 332 2 3SLS 3sls JJ cord-035254-630w2rtn 332 3 model model NN cord-035254-630w2rtn 332 4 jointly jointly RB cord-035254-630w2rtn 332 5 predicted predict VBD cord-035254-630w2rtn 332 6 Trump Trump NNP cord-035254-630w2rtn 332 7 's 's POS cord-035254-630w2rtn 332 8 distracting distract VBG cord-035254-630w2rtn 332 9 tweets tweet NNS cord-035254-630w2rtn 332 10 today today NN cord-035254-630w2rtn 332 11 as as IN cord-035254-630w2rtn 332 12 a a DT cord-035254-630w2rtn 332 13 function function NN cord-035254-630w2rtn 332 14 of of IN cord-035254-630w2rtn 332 15 adverse adverse JJ cord-035254-630w2rtn 332 16 coverage coverage NN cord-035254-630w2rtn 332 17 on on IN cord-035254-630w2rtn 332 18 the the DT cord-035254-630w2rtn 332 19 same same JJ cord-035254-630w2rtn 332 20 day day NN cord-035254-630w2rtn 332 21 , , , cord-035254-630w2rtn 332 22 and and CC cord-035254-630w2rtn 332 23 Mueller Mueller NNP cord-035254-630w2rtn 332 24 / / SYM cord-035254-630w2rtn 332 25 Russia Russia NNP cord-035254-630w2rtn 332 26 news news NN cord-035254-630w2rtn 332 27 today today NN cord-035254-630w2rtn 332 28 as as IN cord-035254-630w2rtn 332 29 a a DT cord-035254-630w2rtn 332 30 function function NN cord-035254-630w2rtn 332 31 of of IN cord-035254-630w2rtn 332 32 those those DT cord-035254-630w2rtn 332 33 tweets tweet NNS cord-035254-630w2rtn 332 34 yesterday yesterday NN cord-035254-630w2rtn 332 35 . . . cord-035254-630w2rtn 333 1 Because because IN cord-035254-630w2rtn 333 2 the the DT cord-035254-630w2rtn 333 3 two two CD cord-035254-630w2rtn 333 4 components component NNS cord-035254-630w2rtn 333 5 of of IN cord-035254-630w2rtn 333 6 the the DT cord-035254-630w2rtn 333 7 3SLS 3SLS NNP cord-035254-630w2rtn 333 8 analysis analysis NN cord-035254-630w2rtn 333 9 ( ( -LRB- cord-035254-630w2rtn 333 10 diversion diversion NN cord-035254-630w2rtn 333 11 and and CC cord-035254-630w2rtn 333 12 suppression suppression NN cord-035254-630w2rtn 333 13 ) ) -RRB- cord-035254-630w2rtn 333 14 span span VBP cord-035254-630w2rtn 333 15 different different JJ cord-035254-630w2rtn 333 16 days day NNS cord-035254-630w2rtn 333 17 , , , cord-035254-630w2rtn 333 18 we -PRON- PRP cord-035254-630w2rtn 333 19 explored explore VBD cord-035254-630w2rtn 333 20 another another DT cord-035254-630w2rtn 333 21 approach approach NN cord-035254-630w2rtn 333 22 in in IN cord-035254-630w2rtn 333 23 which which WDT cord-035254-630w2rtn 333 24 the the DT cord-035254-630w2rtn 333 25 suppression suppression NN cord-035254-630w2rtn 333 26 was be VBD cord-035254-630w2rtn 333 27 estimated estimate VBN cord-035254-630w2rtn 333 28 as as IN cord-035254-630w2rtn 333 29 tomorrow tomorrow NN cord-035254-630w2rtn 333 30 's 's POS cord-035254-630w2rtn 333 31 media medium NNS cord-035254-630w2rtn 333 32 coverage coverage NN cord-035254-630w2rtn 333 33 as as IN cord-035254-630w2rtn 333 34 a a DT cord-035254-630w2rtn 333 35 function function NN cord-035254-630w2rtn 333 36 of of IN cord-035254-630w2rtn 333 37 today today NN cord-035254-630w2rtn 333 38 's 's POS cord-035254-630w2rtn 333 39 tweets tweet NNS cord-035254-630w2rtn 333 40 . . . cord-035254-630w2rtn 334 1 The the DT cord-035254-630w2rtn 334 2 3SLS 3sls JJ cord-035254-630w2rtn 334 3 models model NNS cord-035254-630w2rtn 334 4 were be VBD cord-035254-630w2rtn 334 5 fit fit JJ cord-035254-630w2rtn 334 6 using use VBG cord-035254-630w2rtn 334 7 Stata Stata NNP cord-035254-630w2rtn 334 8 's 's POS cord-035254-630w2rtn 334 9 reg3 reg3 NN cord-035254-630w2rtn 334 10 command command NN cord-035254-630w2rtn 334 11 ( ( -LRB- cord-035254-630w2rtn 334 12 called call VBN cord-035254-630w2rtn 334 13 from from IN cord-035254-630w2rtn 334 14 R r NN cord-035254-630w2rtn 334 15 via via IN cord-035254-630w2rtn 334 16 the the DT cord-035254-630w2rtn 334 17 RStata RStata NNP cord-035254-630w2rtn 334 18 package package NN cord-035254-630w2rtn 334 19 ) ) -RRB- cord-035254-630w2rtn 334 20 . . . cord-035254-630w2rtn 335 1 Noise noise NN cord-035254-630w2rtn 335 2 - - HYPH cord-035254-630w2rtn 335 3 only only JJ cord-035254-630w2rtn 335 4 distribution distribution NN cord-035254-630w2rtn 335 5 for for IN cord-035254-630w2rtn 335 6 expanded expand VBN cord-035254-630w2rtn 335 7 analysis analysis NN cord-035254-630w2rtn 335 8 . . . cord-035254-630w2rtn 336 1 To to TO cord-035254-630w2rtn 336 2 create create VB cord-035254-630w2rtn 336 3 a a DT cord-035254-630w2rtn 336 4 distribution distribution NN cord-035254-630w2rtn 336 5 of of IN cord-035254-630w2rtn 336 6 tvalues tvalue NNS cord-035254-630w2rtn 336 7 for for IN cord-035254-630w2rtn 336 8 the the DT cord-035254-630w2rtn 336 9 coefficients coefficient NNS cord-035254-630w2rtn 336 10 of of IN cord-035254-630w2rtn 336 11 the the DT cord-035254-630w2rtn 336 12 expanded expand VBN cord-035254-630w2rtn 336 13 analysis analysis NN cord-035254-630w2rtn 336 14 when when WRB cord-035254-630w2rtn 336 15 only only JJ cord-035254-630w2rtn 336 16 noise noise NN cord-035254-630w2rtn 336 17 was be VBD cord-035254-630w2rtn 336 18 present present JJ cord-035254-630w2rtn 336 19 , , , cord-035254-630w2rtn 336 20 the the DT cord-035254-630w2rtn 336 21 expanded expand VBN cord-035254-630w2rtn 336 22 analysis analysis NN cord-035254-630w2rtn 336 23 was be VBD cord-035254-630w2rtn 336 24 repeated repeat VBN cord-035254-630w2rtn 336 25 for for IN cord-035254-630w2rtn 336 26 each each DT cord-035254-630w2rtn 336 27 word word NN cord-035254-630w2rtn 336 28 pair pair NN cord-035254-630w2rtn 336 29 with with IN cord-035254-630w2rtn 336 30 the the DT cord-035254-630w2rtn 336 31 Twitter Twitter NNP cord-035254-630w2rtn 336 32 timeline timeline NN cord-035254-630w2rtn 336 33 randomized randomize VBD cord-035254-630w2rtn 336 34 anew anew RB cord-035254-630w2rtn 336 35 . . . cord-035254-630w2rtn 337 1 Randomization randomization NN cord-035254-630w2rtn 337 2 disrupts disrupt VBZ cord-035254-630w2rtn 337 3 any any DT cord-035254-630w2rtn 337 4 potential potential JJ cord-035254-630w2rtn 337 5 relationship relationship NN cord-035254-630w2rtn 337 6 between between IN cord-035254-630w2rtn 337 7 media medium NNS cord-035254-630w2rtn 337 8 coverage coverage NN cord-035254-630w2rtn 337 9 and and CC cord-035254-630w2rtn 337 10 the the DT cord-035254-630w2rtn 337 11 president president NN cord-035254-630w2rtn 337 12 's 's POS cord-035254-630w2rtn 337 13 tweets tweet NNS cord-035254-630w2rtn 337 14 . . . cord-035254-630w2rtn 338 1 The the DT cord-035254-630w2rtn 338 2 density density NN cord-035254-630w2rtn 338 3 of of IN cord-035254-630w2rtn 338 4 the the DT cord-035254-630w2rtn 338 5 bivariate bivariate JJ cord-035254-630w2rtn 338 6 distribution distribution NN cord-035254-630w2rtn 338 7 of of IN cord-035254-630w2rtn 338 8 the the DT cord-035254-630w2rtn 338 9 t t NN cord-035254-630w2rtn 338 10 - - HYPH cord-035254-630w2rtn 338 11 values value NNS cord-035254-630w2rtn 338 12 associated associate VBN cord-035254-630w2rtn 338 13 with with IN cord-035254-630w2rtn 338 14 the the DT cord-035254-630w2rtn 338 15 regression regression NN cord-035254-630w2rtn 338 16 coefficients coefficient NNS cord-035254-630w2rtn 338 17 was be VBD cord-035254-630w2rtn 338 18 estimated estimate VBN cord-035254-630w2rtn 338 19 via via IN cord-035254-630w2rtn 338 20 a a DT cord-035254-630w2rtn 338 21 twodimensional twodimensional JJ cord-035254-630w2rtn 338 22 Gaussian gaussian JJ cord-035254-630w2rtn 338 23 kernel kernel NN cord-035254-630w2rtn 338 24 using use VBG cord-035254-630w2rtn 338 25 the the DT cord-035254-630w2rtn 338 26 kde2d kde2d NNP cord-035254-630w2rtn 338 27 function function NN cord-035254-630w2rtn 338 28 in in IN cord-035254-630w2rtn 338 29 the the DT cord-035254-630w2rtn 338 30 R r NN cord-035254-630w2rtn 338 31 package package NN cord-035254-630w2rtn 338 32 MASS mass NN cord-035254-630w2rtn 338 33 . . . cord-035254-630w2rtn 339 1 The the DT cord-035254-630w2rtn 339 2 distribution distribution NN cord-035254-630w2rtn 339 3 from from IN cord-035254-630w2rtn 339 4 this this DT cord-035254-630w2rtn 339 5 randomized randomized JJ cord-035254-630w2rtn 339 6 analysis analysis NN cord-035254-630w2rtn 339 7 should should MD cord-035254-630w2rtn 339 8 be be VB cord-035254-630w2rtn 339 9 centered center VBN cord-035254-630w2rtn 339 10 on on IN cord-035254-630w2rtn 339 11 the the DT cord-035254-630w2rtn 339 12 origin origin NN cord-035254-630w2rtn 339 13 and and CC cord-035254-630w2rtn 339 14 be be VB cord-035254-630w2rtn 339 15 confined confine VBN cord-035254-630w2rtn 339 16 largely largely RB cord-035254-630w2rtn 339 17 within within IN cord-035254-630w2rtn 339 18 the the DT cord-035254-630w2rtn 339 19 bivariate bivariate JJ cord-035254-630w2rtn 339 20 significance significance NN cord-035254-630w2rtn 339 21 bounds bound NNS cord-035254-630w2rtn 339 22 . . . cord-035254-630w2rtn 340 1 The the DT cord-035254-630w2rtn 340 2 contours contour NNS cord-035254-630w2rtn 340 3 of of IN cord-035254-630w2rtn 340 4 the the DT cord-035254-630w2rtn 340 5 estimated estimate VBN cord-035254-630w2rtn 340 6 densities density NNS cord-035254-630w2rtn 340 7 are be VBP cord-035254-630w2rtn 340 8 shown show VBN cord-035254-630w2rtn 340 9 in in IN cord-035254-630w2rtn 340 10 Figs Figs NNPS cord-035254-630w2rtn 340 11 . . . cord-035254-630w2rtn 341 1 4 4 LS cord-035254-630w2rtn 341 2 , , , cord-035254-630w2rtn 341 3 6 6 CD cord-035254-630w2rtn 341 4 , , , cord-035254-630w2rtn 341 5 and and CC cord-035254-630w2rtn 341 6 7 7 CD cord-035254-630w2rtn 341 7 as as IN cord-035254-630w2rtn 341 8 gray gray JJ cord-035254-630w2rtn 341 9 lines line NNS cord-035254-630w2rtn 341 10 , , , cord-035254-630w2rtn 341 11 with with IN cord-035254-630w2rtn 341 12 a a DT cord-035254-630w2rtn 341 13 perimeter perimeter NN cord-035254-630w2rtn 341 14 line line NN cord-035254-630w2rtn 341 15 ( ( -LRB- cord-035254-630w2rtn 341 16 in in IN cord-035254-630w2rtn 341 17 red red NNP cord-035254-630w2rtn 341 18 ) ) -RRB- cord-035254-630w2rtn 341 19 representing represent VBG cord-035254-630w2rtn 341 20 the the DT cord-035254-630w2rtn 341 21 95th 95th JJ cord-035254-630w2rtn 341 22 percentile percentile NN cord-035254-630w2rtn 341 23 . . . cord-035254-630w2rtn 342 1 Reporting report VBG cord-035254-630w2rtn 342 2 summary summary NN cord-035254-630w2rtn 342 3 . . . cord-035254-630w2rtn 343 1 Further further JJ cord-035254-630w2rtn 343 2 information information NN cord-035254-630w2rtn 343 3 on on IN cord-035254-630w2rtn 343 4 research research NN cord-035254-630w2rtn 343 5 design design NN cord-035254-630w2rtn 343 6 is be VBZ cord-035254-630w2rtn 343 7 available available JJ cord-035254-630w2rtn 343 8 in in IN cord-035254-630w2rtn 343 9 the the DT cord-035254-630w2rtn 343 10 Nature Nature NNP cord-035254-630w2rtn 343 11 Research Research NNP cord-035254-630w2rtn 343 12 Reporting Reporting NNP cord-035254-630w2rtn 343 13 Summary Summary NNP cord-035254-630w2rtn 343 14 linked link VBD cord-035254-630w2rtn 343 15 to to IN cord-035254-630w2rtn 343 16 this this DT cord-035254-630w2rtn 343 17 article article NN cord-035254-630w2rtn 343 18 . . . cord-035254-630w2rtn 344 1 A a DT cord-035254-630w2rtn 344 2 reporting reporting NN cord-035254-630w2rtn 344 3 summary summary NN cord-035254-630w2rtn 344 4 is be VBZ cord-035254-630w2rtn 344 5 available available JJ cord-035254-630w2rtn 344 6 as as IN cord-035254-630w2rtn 344 7 a a DT cord-035254-630w2rtn 344 8 Supplementary Supplementary NNP cord-035254-630w2rtn 344 9 Information Information NNP cord-035254-630w2rtn 344 10 file file NN cord-035254-630w2rtn 344 11 . . . cord-035254-630w2rtn 345 1 All all DT cord-035254-630w2rtn 345 2 data datum NNS cord-035254-630w2rtn 345 3 is be VBZ cord-035254-630w2rtn 345 4 available available JJ cord-035254-630w2rtn 345 5 at at IN cord-035254-630w2rtn 345 6 https://osf.io/f9bqx/. https://osf.io/f9bqx/. CD cord-035254-630w2rtn 346 1 Censored censor VBN cord-035254-630w2rtn 346 2 : : : cord-035254-630w2rtn 347 1 Distraction distraction NN cord-035254-630w2rtn 347 2 and and CC cord-035254-630w2rtn 347 3 Diversion Diversion NNP cord-035254-630w2rtn 347 4 Inside inside IN cord-035254-630w2rtn 347 5 China China NNP cord-035254-630w2rtn 347 6 's 's POS cord-035254-630w2rtn 347 7 Great Great NNP cord-035254-630w2rtn 347 8 Firewall Firewall NNP cord-035254-630w2rtn 348 1 How how WRB cord-035254-630w2rtn 348 2 the the DT cord-035254-630w2rtn 348 3 Chinese chinese JJ cord-035254-630w2rtn 348 4 government government NN cord-035254-630w2rtn 348 5 fabricates fabricate VBZ cord-035254-630w2rtn 348 6 social social JJ cord-035254-630w2rtn 348 7 media medium NNS cord-035254-630w2rtn 348 8 posts post NNS cord-035254-630w2rtn 348 9 for for IN cord-035254-630w2rtn 348 10 strategic strategic JJ cord-035254-630w2rtn 348 11 distraction distraction NN cord-035254-630w2rtn 348 12 , , , cord-035254-630w2rtn 348 13 not not RB cord-035254-630w2rtn 348 14 engaged engage VBN cord-035254-630w2rtn 348 15 argument argument NN cord-035254-630w2rtn 349 1 The the DT cord-035254-630w2rtn 349 2 new new JJ cord-035254-630w2rtn 349 3 censors censor NNS cord-035254-630w2rtn 349 4 wo will MD cord-035254-630w2rtn 349 5 n't not RB cord-035254-630w2rtn 349 6 delete delete VB cord-035254-630w2rtn 349 7 your -PRON- PRP$ cord-035254-630w2rtn 349 8 words word NNS cord-035254-630w2rtn 349 9 - - HYPH cord-035254-630w2rtn 349 10 they'll they'll NNS cord-035254-630w2rtn 349 11 drown drown VBP cord-035254-630w2rtn 349 12 them -PRON- PRP cord-035254-630w2rtn 349 13 out out RP cord-035254-630w2rtn 349 14 How how WRB cord-035254-630w2rtn 349 15 the the DT cord-035254-630w2rtn 349 16 news news NN cord-035254-630w2rtn 349 17 media medium NNS cord-035254-630w2rtn 349 18 activate activate VBP cord-035254-630w2rtn 349 19 public public JJ cord-035254-630w2rtn 349 20 expression expression NN cord-035254-630w2rtn 349 21 and and CC cord-035254-630w2rtn 349 22 influence influence VB cord-035254-630w2rtn 349 23 national national JJ cord-035254-630w2rtn 349 24 agendas agenda NNS cord-035254-630w2rtn 350 1 A a DT cord-035254-630w2rtn 350 2 look look NN cord-035254-630w2rtn 350 3 at at IN cord-035254-630w2rtn 350 4 agenda agenda NN cord-035254-630w2rtn 350 5 - - HYPH cord-035254-630w2rtn 350 6 setting setting NN cord-035254-630w2rtn 350 7 : : : cord-035254-630w2rtn 350 8 past past NN cord-035254-630w2rtn 350 9 , , , cord-035254-630w2rtn 350 10 present present JJ cord-035254-630w2rtn 350 11 and and CC cord-035254-630w2rtn 350 12 future future JJ cord-035254-630w2rtn 351 1 The the DT cord-035254-630w2rtn 351 2 effect effect NN cord-035254-630w2rtn 351 3 of of IN cord-035254-630w2rtn 351 4 media medium NNS cord-035254-630w2rtn 351 5 attention attention NN cord-035254-630w2rtn 351 6 on on IN cord-035254-630w2rtn 351 7 terrorism terrorism NN cord-035254-630w2rtn 352 1 The the DT cord-035254-630w2rtn 352 2 inadvertent inadvertent JJ cord-035254-630w2rtn 352 3 consequences consequence NNS cord-035254-630w2rtn 352 4 of of IN cord-035254-630w2rtn 352 5 al al NNP cord-035254-630w2rtn 352 6 - - HYPH cord-035254-630w2rtn 352 7 Qaeda Qaeda NNP cord-035254-630w2rtn 352 8 news news NN cord-035254-630w2rtn 352 9 coverage coverage NN cord-035254-630w2rtn 352 10 Does do VBZ cord-035254-630w2rtn 352 11 media media NN cord-035254-630w2rtn 352 12 coverage coverage NN cord-035254-630w2rtn 352 13 drive drive VB cord-035254-630w2rtn 352 14 public public JJ cord-035254-630w2rtn 352 15 support support NN cord-035254-630w2rtn 352 16 for for IN cord-035254-630w2rtn 352 17 UKIP UKIP NNP cord-035254-630w2rtn 352 18 or or CC cord-035254-630w2rtn 352 19 does do VBZ cord-035254-630w2rtn 352 20 public public JJ cord-035254-630w2rtn 352 21 support support NN cord-035254-630w2rtn 352 22 for for IN cord-035254-630w2rtn 352 23 UKIP UKIP NNP cord-035254-630w2rtn 352 24 drive drive NN cord-035254-630w2rtn 352 25 media medium NNS cord-035254-630w2rtn 352 26 coverage coverage NN cord-035254-630w2rtn 352 27 ? ? . cord-035254-630w2rtn 353 1 It -PRON- PRP cord-035254-630w2rtn 353 2 's be VBZ cord-035254-630w2rtn 353 3 The the DT cord-035254-630w2rtn 353 4 Sun Sun NNP cord-035254-630w2rtn 354 1 Wot Wot NNP cord-035254-630w2rtn 354 2 Won win VBD cord-035254-630w2rtn 354 3 It -PRON- PRP cord-035254-630w2rtn 354 4 ' ' '' cord-035254-630w2rtn 354 5 : : : cord-035254-630w2rtn 354 6 evidence evidence NN cord-035254-630w2rtn 354 7 of of IN cord-035254-630w2rtn 354 8 media medium NNS cord-035254-630w2rtn 354 9 influence influence NN cord-035254-630w2rtn 354 10 on on IN cord-035254-630w2rtn 354 11 political political JJ cord-035254-630w2rtn 354 12 attitudes attitude NNS cord-035254-630w2rtn 354 13 and and CC cord-035254-630w2rtn 354 14 voting vote VBG cord-035254-630w2rtn 354 15 from from IN cord-035254-630w2rtn 354 16 a a DT cord-035254-630w2rtn 354 17 UK UK NNP cord-035254-630w2rtn 354 18 quasi quasi JJ cord-035254-630w2rtn 354 19 - - JJ cord-035254-630w2rtn 354 20 natural natural JJ cord-035254-630w2rtn 354 21 experiment experiment NN cord-035254-630w2rtn 354 22 Tabloid tabloid NN cord-035254-630w2rtn 354 23 media medium NNS cord-035254-630w2rtn 354 24 campaigns campaign NNS cord-035254-630w2rtn 354 25 and and CC cord-035254-630w2rtn 354 26 public public JJ cord-035254-630w2rtn 354 27 opinion opinion NN cord-035254-630w2rtn 354 28 : : : cord-035254-630w2rtn 355 1 Quasiexperimental quasiexperimental JJ cord-035254-630w2rtn 355 2 evidence evidence NN cord-035254-630w2rtn 355 3 on on IN cord-035254-630w2rtn 355 4 Euroscepticism Euroscepticism NNP cord-035254-630w2rtn 355 5 in in IN cord-035254-630w2rtn 355 6 England England NNP cord-035254-630w2rtn 356 1 The the DT cord-035254-630w2rtn 356 2 Fox Fox NNP cord-035254-630w2rtn 356 3 News News NNP cord-035254-630w2rtn 356 4 effect effect NN cord-035254-630w2rtn 356 5 : : : cord-035254-630w2rtn 356 6 media medium NNS cord-035254-630w2rtn 356 7 bias bias NN cord-035254-630w2rtn 356 8 and and CC cord-035254-630w2rtn 356 9 voting vote VBG cord-035254-630w2rtn 356 10 The the DT cord-035254-630w2rtn 356 11 relationships relationship NNS cord-035254-630w2rtn 356 12 between between IN cord-035254-630w2rtn 356 13 mass mass NN cord-035254-630w2rtn 356 14 media medium NNS cord-035254-630w2rtn 356 15 , , , cord-035254-630w2rtn 356 16 public public JJ cord-035254-630w2rtn 356 17 opinion opinion NN cord-035254-630w2rtn 356 18 , , , cord-035254-630w2rtn 356 19 and and CC cord-035254-630w2rtn 356 20 foreign foreign JJ cord-035254-630w2rtn 356 21 policy policy NN cord-035254-630w2rtn 356 22 : : : cord-035254-630w2rtn 356 23 toward toward IN cord-035254-630w2rtn 356 24 a a DT cord-035254-630w2rtn 356 25 theoretical theoretical JJ cord-035254-630w2rtn 356 26 synthesis synthesis NN cord-035254-630w2rtn 357 1 Mapping mapping NN cord-035254-630w2rtn 357 2 information information NN cord-035254-630w2rtn 357 3 exposure exposure NN cord-035254-630w2rtn 357 4 on on IN cord-035254-630w2rtn 357 5 social social JJ cord-035254-630w2rtn 357 6 media medium NNS cord-035254-630w2rtn 357 7 to to TO cord-035254-630w2rtn 357 8 explain explain VB cord-035254-630w2rtn 357 9 differences difference NNS cord-035254-630w2rtn 357 10 in in IN cord-035254-630w2rtn 357 11 HPV HPV NNP cord-035254-630w2rtn 357 12 vaccine vaccine NN cord-035254-630w2rtn 357 13 coverage coverage NN cord-035254-630w2rtn 357 14 in in IN cord-035254-630w2rtn 357 15 the the DT cord-035254-630w2rtn 357 16 United United NNP cord-035254-630w2rtn 357 17 States States NNP cord-035254-630w2rtn 358 1 The the DT cord-035254-630w2rtn 358 2 agenda agenda NN cord-035254-630w2rtn 358 3 - - HYPH cord-035254-630w2rtn 358 4 setting set VBG cord-035254-630w2rtn 358 5 power power NN cord-035254-630w2rtn 358 6 of of IN cord-035254-630w2rtn 358 7 fake fake JJ cord-035254-630w2rtn 358 8 news news NN cord-035254-630w2rtn 358 9 : : : cord-035254-630w2rtn 358 10 a a DT cord-035254-630w2rtn 358 11 big big JJ cord-035254-630w2rtn 358 12 data data NN cord-035254-630w2rtn 358 13 analysis analysis NN cord-035254-630w2rtn 358 14 of of IN cord-035254-630w2rtn 358 15 the the DT cord-035254-630w2rtn 358 16 online online JJ cord-035254-630w2rtn 358 17 media medium NNS cord-035254-630w2rtn 358 18 landscape landscape NN cord-035254-630w2rtn 358 19 from from IN cord-035254-630w2rtn 358 20 Networks Networks NNP cord-035254-630w2rtn 358 21 , , , cord-035254-630w2rtn 358 22 big big JJ cord-035254-630w2rtn 358 23 data datum NNS cord-035254-630w2rtn 358 24 , , , cord-035254-630w2rtn 358 25 and and CC cord-035254-630w2rtn 358 26 intermedia intermedia NN cord-035254-630w2rtn 358 27 agenda agenda NN cord-035254-630w2rtn 358 28 setting setting NN cord-035254-630w2rtn 358 29 : : : cord-035254-630w2rtn 358 30 an an DT cord-035254-630w2rtn 358 31 analysis analysis NN cord-035254-630w2rtn 358 32 of of IN cord-035254-630w2rtn 358 33 traditional traditional JJ cord-035254-630w2rtn 358 34 , , , cord-035254-630w2rtn 358 35 partisan partisan JJ cord-035254-630w2rtn 358 36 , , , cord-035254-630w2rtn 358 37 and and CC cord-035254-630w2rtn 358 38 emerging emerge VBG cord-035254-630w2rtn 358 39 online online JJ cord-035254-630w2rtn 358 40 U.S. U.S. NNP cord-035254-630w2rtn 358 41 news news NN cord-035254-630w2rtn 358 42 Reassessing reassess VBG cord-035254-630w2rtn 358 43 Twitter Twitter NNP cord-035254-630w2rtn 358 44 's 's POS cord-035254-630w2rtn 358 45 agenda agenda NN cord-035254-630w2rtn 358 46 - - HYPH cord-035254-630w2rtn 358 47 building building NN cord-035254-630w2rtn 358 48 power power NN cord-035254-630w2rtn 359 1 The the DT cord-035254-630w2rtn 359 2 agenda agenda NN cord-035254-630w2rtn 359 3 - - HYPH cord-035254-630w2rtn 359 4 building build VBG cord-035254-630w2rtn 359 5 function function NN cord-035254-630w2rtn 359 6 of of IN cord-035254-630w2rtn 359 7 political political JJ cord-035254-630w2rtn 359 8 tweets tweet NNS cord-035254-630w2rtn 359 9 trumpstyle trumpstyle NNP cord-035254-630w2rtn 359 10 : : : cord-035254-630w2rtn 359 11 the the DT cord-035254-630w2rtn 359 12 political political JJ cord-035254-630w2rtn 359 13 frames frame NNS cord-035254-630w2rtn 359 14 and and CC cord-035254-630w2rtn 359 15 Twitter Twitter NNP cord-035254-630w2rtn 359 16 attacks attack NNS cord-035254-630w2rtn 359 17 of of IN cord-035254-630w2rtn 359 18 Donald Donald NNP cord-035254-630w2rtn 359 19 Trump Trump NNP cord-035254-630w2rtn 359 20 Twitter Twitter NNP cord-035254-630w2rtn 359 21 as as IN cord-035254-630w2rtn 359 22 arena arena NN cord-035254-630w2rtn 359 23 for for IN cord-035254-630w2rtn 359 24 the the DT cord-035254-630w2rtn 359 25 authentic authentic JJ cord-035254-630w2rtn 359 26 outsider outsider NN cord-035254-630w2rtn 359 27 : : : cord-035254-630w2rtn 359 28 exploring explore VBG cord-035254-630w2rtn 359 29 the the DT cord-035254-630w2rtn 359 30 social social JJ cord-035254-630w2rtn 359 31 media medium NNS cord-035254-630w2rtn 359 32 campaigns campaign NNS cord-035254-630w2rtn 359 33 of of IN cord-035254-630w2rtn 359 34 Trump Trump NNP cord-035254-630w2rtn 359 35 and and CC cord-035254-630w2rtn 359 36 Clinton Clinton NNP cord-035254-630w2rtn 359 37 in in IN cord-035254-630w2rtn 359 38 the the DT cord-035254-630w2rtn 359 39 2016 2016 CD cord-035254-630w2rtn 359 40 US US NNP cord-035254-630w2rtn 359 41 presidential presidential JJ cord-035254-630w2rtn 359 42 election election NN cord-035254-630w2rtn 360 1 The the DT cord-035254-630w2rtn 360 2 age age NN cord-035254-630w2rtn 360 3 of of IN cord-035254-630w2rtn 360 4 Twitter Twitter NNP cord-035254-630w2rtn 360 5 : : : cord-035254-630w2rtn 360 6 Donald Donald NNP cord-035254-630w2rtn 360 7 J. J. NNP cord-035254-630w2rtn 360 8 Trump Trump NNP cord-035254-630w2rtn 360 9 and and CC cord-035254-630w2rtn 360 10 the the DT cord-035254-630w2rtn 360 11 politics politic NNS cord-035254-630w2rtn 360 12 of of IN cord-035254-630w2rtn 360 13 debasement debasement NN cord-035254-630w2rtn 361 1 The the DT cord-035254-630w2rtn 361 2 politics politic NNS cord-035254-630w2rtn 361 3 of of IN cord-035254-630w2rtn 361 4 embarrassment embarrassment NN cord-035254-630w2rtn 361 5 : : : cord-035254-630w2rtn 361 6 considerations consideration NNS cord-035254-630w2rtn 361 7 on on IN cord-035254-630w2rtn 361 8 how how WRB cord-035254-630w2rtn 361 9 norm norm NN cord-035254-630w2rtn 361 10 - - HYPH cord-035254-630w2rtn 361 11 transgressions transgression NNS cord-035254-630w2rtn 361 12 of of IN cord-035254-630w2rtn 361 13 political political JJ cord-035254-630w2rtn 361 14 representatives representative NNS cord-035254-630w2rtn 361 15 shape shape NN cord-035254-630w2rtn 361 16 nation nation NN cord-035254-630w2rtn 361 17 - - HYPH cord-035254-630w2rtn 361 18 wide wide JJ cord-035254-630w2rtn 361 19 communication communication NN cord-035254-630w2rtn 361 20 of of IN cord-035254-630w2rtn 361 21 emotions emotion NNS cord-035254-630w2rtn 361 22 on on IN cord-035254-630w2rtn 361 23 social social JJ cord-035254-630w2rtn 361 24 media medium NNS cord-035254-630w2rtn 362 1 How how WRB cord-035254-630w2rtn 362 2 Trump Trump NNP cord-035254-630w2rtn 362 3 drove drive VBD cord-035254-630w2rtn 362 4 coverage coverage NN cord-035254-630w2rtn 362 5 to to IN cord-035254-630w2rtn 362 6 the the DT cord-035254-630w2rtn 362 7 nomination nomination NN cord-035254-630w2rtn 362 8 : : : cord-035254-630w2rtn 362 9 hybrid hybrid JJ cord-035254-630w2rtn 362 10 media medium NNS cord-035254-630w2rtn 362 11 campaigning campaign VBG cord-035254-630w2rtn 362 12 The the DT cord-035254-630w2rtn 362 13 more more JJR cord-035254-630w2rtn 362 14 attacks attack NNS cord-035254-630w2rtn 362 15 , , . cord-035254-630w2rtn 363 1 the the DT cord-035254-630w2rtn 363 2 more more JJR cord-035254-630w2rtn 363 3 retweets retweet NNS cord-035254-630w2rtn 363 4 : : : cord-035254-630w2rtn 363 5 Trump Trump NNP cord-035254-630w2rtn 363 6 's 's POS cord-035254-630w2rtn 363 7 and and CC cord-035254-630w2rtn 363 8 Clinton Clinton NNP cord-035254-630w2rtn 363 9 's 's POS cord-035254-630w2rtn 363 10 agenda agenda NN cord-035254-630w2rtn 363 11 setting set VBG cord-035254-630w2rtn 363 12 on on IN cord-035254-630w2rtn 363 13 twitter twitter NNP cord-035254-630w2rtn 363 14 Trump Trump NNP cord-035254-630w2rtn 363 15 has have VBZ cord-035254-630w2rtn 363 16 turned turn VBN cord-035254-630w2rtn 363 17 words word NNS cord-035254-630w2rtn 363 18 into into IN cord-035254-630w2rtn 363 19 weapons weapon NNS cord-035254-630w2rtn 363 20 . . . cord-035254-630w2rtn 364 1 and and CC cord-035254-630w2rtn 364 2 he -PRON- PRP cord-035254-630w2rtn 364 3 's be VBZ cord-035254-630w2rtn 364 4 winning win VBG cord-035254-630w2rtn 364 5 the the DT cord-035254-630w2rtn 364 6 linguistic linguistic JJ cord-035254-630w2rtn 364 7 war war NN cord-035254-630w2rtn 364 8 Discursive discursive JJ cord-035254-630w2rtn 364 9 deflection deflection NN cord-035254-630w2rtn 364 10 : : : cord-035254-630w2rtn 364 11 accusation accusation NN cord-035254-630w2rtn 364 12 of of IN cord-035254-630w2rtn 364 13 " " `` cord-035254-630w2rtn 364 14 fake fake JJ cord-035254-630w2rtn 364 15 news news NN cord-035254-630w2rtn 364 16 " " '' cord-035254-630w2rtn 364 17 and and CC cord-035254-630w2rtn 364 18 the the DT cord-035254-630w2rtn 364 19 spread spread NN cord-035254-630w2rtn 364 20 of of IN cord-035254-630w2rtn 364 21 mis mis NN cord-035254-630w2rtn 364 22 - - HYPH cord-035254-630w2rtn 364 23 and and CC cord-035254-630w2rtn 364 24 disinformation disinformation NN cord-035254-630w2rtn 364 25 in in IN cord-035254-630w2rtn 364 26 the the DT cord-035254-630w2rtn 364 27 Tweets tweet NNS cord-035254-630w2rtn 364 28 of of IN cord-035254-630w2rtn 364 29 using use VBG cord-035254-630w2rtn 364 30 Hamilton Hamilton NNP cord-035254-630w2rtn 364 31 controversy controversy NN cord-035254-630w2rtn 364 32 to to TO cord-035254-630w2rtn 364 33 distract distract VB cord-035254-630w2rtn 364 34 from from IN cord-035254-630w2rtn 364 35 $ $ $ cord-035254-630w2rtn 364 36 25 25 CD cord-035254-630w2rtn 364 37 m m CD cord-035254-630w2rtn 364 38 fraud fraud NN cord-035254-630w2rtn 364 39 settlement settlement NN cord-035254-630w2rtn 364 40 and and CC cord-035254-630w2rtn 364 41 other other JJ cord-035254-630w2rtn 364 42 scandals scandal NNS cord-035254-630w2rtn 364 43 Beyond beyond IN cord-035254-630w2rtn 364 44 misinformation misinformation NN cord-035254-630w2rtn 364 45 : : : cord-035254-630w2rtn 364 46 understanding understanding NN cord-035254-630w2rtn 364 47 and and CC cord-035254-630w2rtn 364 48 coping cope VBG cord-035254-630w2rtn 364 49 with with IN cord-035254-630w2rtn 364 50 the the DT cord-035254-630w2rtn 364 51 post post JJ cord-035254-630w2rtn 364 52 - - JJ cord-035254-630w2rtn 364 53 truth truth JJ cord-035254-630w2rtn 364 54 era era NN cord-035254-630w2rtn 365 1 The the DT cord-035254-630w2rtn 365 2 office office NN cord-035254-630w2rtn 365 3 of of IN cord-035254-630w2rtn 365 4 legal legal JJ cord-035254-630w2rtn 365 5 counsel counsel NN cord-035254-630w2rtn 365 6 juggernaut juggernaut NN cord-035254-630w2rtn 365 7 : : : cord-035254-630w2rtn 365 8 no no DT cord-035254-630w2rtn 365 9 one one NN cord-035254-630w2rtn 365 10 is be VBZ cord-035254-630w2rtn 365 11 above above IN cord-035254-630w2rtn 365 12 the the DT cord-035254-630w2rtn 365 13 law law NN cord-035254-630w2rtn 365 14 All all PDT cord-035254-630w2rtn 365 15 the the DT cord-035254-630w2rtn 365 16 president president NN cord-035254-630w2rtn 365 17 's 's POS cord-035254-630w2rtn 365 18 lawyers lawyer NNS cord-035254-630w2rtn 365 19 - - : cord-035254-630w2rtn 365 20 problems problem NNS cord-035254-630w2rtn 365 21 and and CC cord-035254-630w2rtn 365 22 potential potential JJ cord-035254-630w2rtn 365 23 solutions solution NNS cord-035254-630w2rtn 365 24 in in IN cord-035254-630w2rtn 365 25 prosecuting prosecute VBG cord-035254-630w2rtn 365 26 presidential presidential JJ cord-035254-630w2rtn 365 27 criminal criminal JJ cord-035254-630w2rtn 365 28 conduct conduct NN cord-035254-630w2rtn 365 29 ABC ABC NNP cord-035254-630w2rtn 365 30 's 's POS cord-035254-630w2rtn 365 31 David David NNP cord-035254-630w2rtn 365 32 Muir Muir NNP cord-035254-630w2rtn 365 33 grows grow VBZ cord-035254-630w2rtn 365 34 total total JJ cord-035254-630w2rtn 365 35 viewership viewership NN cord-035254-630w2rtn 365 36 lead lead NN cord-035254-630w2rtn 365 37 over over IN cord-035254-630w2rtn 365 38 NBC NBC NNP cord-035254-630w2rtn 365 39 's 's POS cord-035254-630w2rtn 365 40 Lester Lester NNP cord-035254-630w2rtn 365 41 Holt Holt NNP cord-035254-630w2rtn 365 42 The The NNP cord-035254-630w2rtn 365 43 Global Global NNP cord-035254-630w2rtn 365 44 Elite Elite NNP cord-035254-630w2rtn 365 45 . . . cord-035254-630w2rtn 366 1 World world NN cord-035254-630w2rtn 366 2 's 's POS cord-035254-630w2rtn 366 3 best good JJS cord-035254-630w2rtn 366 4 newspapers newspaper NNS cord-035254-630w2rtn 366 5 reflect reflect VBP cord-035254-630w2rtn 366 6 political political JJ cord-035254-630w2rtn 366 7 changes change NNS cord-035254-630w2rtn 366 8 Fair fair JJ cord-035254-630w2rtn 366 9 and and CC cord-035254-630w2rtn 366 10 balanced balanced JJ cord-035254-630w2rtn 366 11 ? ? . cord-035254-630w2rtn 367 1 Quantifying quantify VBG cord-035254-630w2rtn 367 2 media medium NNS cord-035254-630w2rtn 367 3 bias bias NN cord-035254-630w2rtn 367 4 through through IN cord-035254-630w2rtn 367 5 crowdsourced crowdsource VBN cord-035254-630w2rtn 367 6 content content NN cord-035254-630w2rtn 367 7 analysis analysis NN cord-035254-630w2rtn 368 1 The the DT cord-035254-630w2rtn 368 2 GOP GOP NNP cord-035254-630w2rtn 368 3 hates hate VBZ cord-035254-630w2rtn 368 4 the the DT cord-035254-630w2rtn 368 5 ' ' `` cord-035254-630w2rtn 368 6 lamestream lamestream NN cord-035254-630w2rtn 368 7 media medium NNS cord-035254-630w2rtn 368 8 ' ' '' cord-035254-630w2rtn 368 9 even even RB cord-035254-630w2rtn 368 10 more more RBR cord-035254-630w2rtn 368 11 than than IN cord-035254-630w2rtn 368 12 you -PRON- PRP cord-035254-630w2rtn 368 13 think think VBP cord-035254-630w2rtn 368 14 The the DT cord-035254-630w2rtn 368 15 myth myth NN cord-035254-630w2rtn 368 16 of of IN cord-035254-630w2rtn 368 17 partisan partisan JJ cord-035254-630w2rtn 368 18 selective selective JJ cord-035254-630w2rtn 368 19 exposure exposure NN cord-035254-630w2rtn 368 20 : : : cord-035254-630w2rtn 368 21 a a DT cord-035254-630w2rtn 368 22 portrait portrait NN cord-035254-630w2rtn 368 23 of of IN cord-035254-630w2rtn 369 1 the the DT cord-035254-630w2rtn 369 2 online online JJ cord-035254-630w2rtn 369 3 political political JJ cord-035254-630w2rtn 369 4 news news NN cord-035254-630w2rtn 369 5 audience audience NN cord-035254-630w2rtn 369 6 Trump Trump NNP cord-035254-630w2rtn 369 7 responds respond VBZ cord-035254-630w2rtn 369 8 : : : cord-035254-630w2rtn 369 9 ' ' `` cord-035254-630w2rtn 369 10 Did do VBD cord-035254-630w2rtn 369 11 you -PRON- PRP cord-035254-630w2rtn 369 12 hear hear VB cord-035254-630w2rtn 369 13 the the DT cord-035254-630w2rtn 369 14 latest late JJS cord-035254-630w2rtn 369 15 con con NN cord-035254-630w2rtn 369 16 job job NN cord-035254-630w2rtn 369 17 I -PRON- PRP cord-035254-630w2rtn 369 18 am be VBP cord-035254-630w2rtn 369 19 a a DT cord-035254-630w2rtn 369 20 tariff tariff NN cord-035254-630w2rtn 369 21 man man NN cord-035254-630w2rtn 369 22 " " '' cord-035254-630w2rtn 369 23 : : : cord-035254-630w2rtn 369 24 the the DT cord-035254-630w2rtn 369 25 power power NN cord-035254-630w2rtn 369 26 of of IN cord-035254-630w2rtn 369 27 populist populist JJ cord-035254-630w2rtn 369 28 foreign foreign JJ cord-035254-630w2rtn 369 29 policy policy NN cord-035254-630w2rtn 369 30 rhetoric rhetoric NN cord-035254-630w2rtn 369 31 under under IN cord-035254-630w2rtn 369 32 President President NNP cord-035254-630w2rtn 369 33 Trump Trump NNP cord-035254-630w2rtn 369 34 Trump Trump NNP cord-035254-630w2rtn 369 35 's 's POS cord-035254-630w2rtn 369 36 top top JJ cord-035254-630w2rtn 369 37 10 10 CD cord-035254-630w2rtn 369 38 campaign campaign NN cord-035254-630w2rtn 369 39 promises promise NNS cord-035254-630w2rtn 369 40 What what WP cord-035254-630w2rtn 369 41 Trump Trump NNP cord-035254-630w2rtn 369 42 gets get VBZ cord-035254-630w2rtn 369 43 most most RBS cord-035254-630w2rtn 369 44 right right JJ cord-035254-630w2rtn 369 45 and and CC cord-035254-630w2rtn 369 46 most most RBS cord-035254-630w2rtn 369 47 wrong wrong JJ cord-035254-630w2rtn 370 1 Making make VBG cord-035254-630w2rtn 370 2 sense sense NN cord-035254-630w2rtn 370 3 of of IN cord-035254-630w2rtn 370 4 sensitivity sensitivity NN cord-035254-630w2rtn 370 5 : : : cord-035254-630w2rtn 371 1 extending extend VBG cord-035254-630w2rtn 371 2 omitted omit VBN cord-035254-630w2rtn 371 3 variable variable JJ cord-035254-630w2rtn 371 4 bias bias NN cord-035254-630w2rtn 371 5 Trump Trump NNP cord-035254-630w2rtn 371 6 and and CC cord-035254-630w2rtn 371 7 the the DT cord-035254-630w2rtn 371 8 special special JJ cord-035254-630w2rtn 371 9 relationship relationship NN cord-035254-630w2rtn 372 1 Weak weak JJ cord-035254-630w2rtn 372 2 instruments instrument NNS cord-035254-630w2rtn 372 3 in in IN cord-035254-630w2rtn 372 4 instrumental instrumental JJ cord-035254-630w2rtn 372 5 variables variable NNS cord-035254-630w2rtn 372 6 regression regression NN cord-035254-630w2rtn 372 7 : : : cord-035254-630w2rtn 373 1 theory theory NN cord-035254-630w2rtn 373 2 and and CC cord-035254-630w2rtn 373 3 practice practice NN cord-035254-630w2rtn 374 1 A a DT cord-035254-630w2rtn 374 2 tale tale NN cord-035254-630w2rtn 374 3 of of IN cord-035254-630w2rtn 374 4 two two CD cord-035254-630w2rtn 374 5 paranoids paranoid NNS cord-035254-630w2rtn 374 6 : : : cord-035254-630w2rtn 374 7 a a DT cord-035254-630w2rtn 374 8 critical critical JJ cord-035254-630w2rtn 374 9 analysis analysis NN cord-035254-630w2rtn 374 10 of of IN cord-035254-630w2rtn 374 11 the the DT cord-035254-630w2rtn 374 12 use use NN cord-035254-630w2rtn 374 13 of of IN cord-035254-630w2rtn 374 14 the the DT cord-035254-630w2rtn 374 15 paranoid paranoid JJ cord-035254-630w2rtn 374 16 style style NN cord-035254-630w2rtn 374 17 and and CC cord-035254-630w2rtn 374 18 public public JJ cord-035254-630w2rtn 374 19 secrecy secrecy NN cord-035254-630w2rtn 374 20 by by IN cord-035254-630w2rtn 374 21 Donald Donald NNP cord-035254-630w2rtn 374 22 Trump Trump NNP cord-035254-630w2rtn 374 23 and and CC cord-035254-630w2rtn 374 24 Viktor Viktor NNP cord-035254-630w2rtn 374 25 Orbán Orbán NNP cord-035254-630w2rtn 374 26 A a DT cord-035254-630w2rtn 374 27 personal personal JJ cord-035254-630w2rtn 374 28 model model NN cord-035254-630w2rtn 374 29 of of IN cord-035254-630w2rtn 374 30 trumpery trumpery NNP cord-035254-630w2rtn 374 31 : : : cord-035254-630w2rtn 374 32 deception deception NN cord-035254-630w2rtn 374 33 detection detection NN cord-035254-630w2rtn 374 34 in in IN cord-035254-630w2rtn 374 35 a a DT cord-035254-630w2rtn 374 36 real real JJ cord-035254-630w2rtn 374 37 - - HYPH cord-035254-630w2rtn 374 38 world world NN cord-035254-630w2rtn 374 39 high high JJ cord-035254-630w2rtn 374 40 - - HYPH cord-035254-630w2rtn 374 41 stakes stake NNS cord-035254-630w2rtn 374 42 setting set VBG cord-035254-630w2rtn 374 43 Lying lie VBG cord-035254-630w2rtn 374 44 words word NNS cord-035254-630w2rtn 374 45 : : : cord-035254-630w2rtn 374 46 predicting predict VBG cord-035254-630w2rtn 374 47 deception deception NN cord-035254-630w2rtn 374 48 from from IN cord-035254-630w2rtn 374 49 linguistic linguistic JJ cord-035254-630w2rtn 374 50 styles style NNS cord-035254-630w2rtn 375 1 A a DT cord-035254-630w2rtn 375 2 badge badge NN cord-035254-630w2rtn 375 3 of of IN cord-035254-630w2rtn 375 4 honor honor NN cord-035254-630w2rtn 375 5 ? ? . cord-035254-630w2rtn 376 1 The the DT cord-035254-630w2rtn 376 2 influence influence NN cord-035254-630w2rtn 376 3 of of IN cord-035254-630w2rtn 376 4 national national JJ cord-035254-630w2rtn 376 5 temperature temperature NN cord-035254-630w2rtn 376 6 fluctuations fluctuation NNS cord-035254-630w2rtn 376 7 on on IN cord-035254-630w2rtn 376 8 opinions opinion NNS cord-035254-630w2rtn 376 9 about about IN cord-035254-630w2rtn 376 10 climate climate NN cord-035254-630w2rtn 376 11 change change NN cord-035254-630w2rtn 376 12 in in IN cord-035254-630w2rtn 376 13 the the DT cord-035254-630w2rtn 376 14 U.S. U.S. NNP cord-035254-630w2rtn 376 15 since since IN cord-035254-630w2rtn 376 16 1990 1990 CD cord-035254-630w2rtn 376 17 Diversionary diversionary JJ cord-035254-630w2rtn 376 18 theory theory NN cord-035254-630w2rtn 376 19 of of IN cord-035254-630w2rtn 376 20 war war NN cord-035254-630w2rtn 376 21 in in IN cord-035254-630w2rtn 376 22 foreign foreign JJ cord-035254-630w2rtn 376 23 policy policy NN cord-035254-630w2rtn 376 24 analysis analysis NN cord-035254-630w2rtn 377 1 The the DT cord-035254-630w2rtn 377 2 dividends dividend NNS cord-035254-630w2rtn 377 3 of of IN cord-035254-630w2rtn 377 4 diversion diversion NN cord-035254-630w2rtn 377 5 : : : cord-035254-630w2rtn 377 6 mature mature VB cord-035254-630w2rtn 377 7 democracies democracy NNS cord-035254-630w2rtn 377 8 ' ' POS cord-035254-630w2rtn 377 9 proclivity proclivity NN cord-035254-630w2rtn 377 10 to to TO cord-035254-630w2rtn 377 11 use use VB cord-035254-630w2rtn 377 12 diversionary diversionary JJ cord-035254-630w2rtn 377 13 force force NN cord-035254-630w2rtn 377 14 and and CC cord-035254-630w2rtn 377 15 the the DT cord-035254-630w2rtn 377 16 rewards reward NNS cord-035254-630w2rtn 377 17 they -PRON- PRP cord-035254-630w2rtn 377 18 reap reap VBP cord-035254-630w2rtn 377 19 from from IN cord-035254-630w2rtn 377 20 it -PRON- PRP cord-035254-630w2rtn 377 21 Democratic democratic JJ cord-035254-630w2rtn 377 22 accountability accountability NN cord-035254-630w2rtn 377 23 and and CC cord-035254-630w2rtn 377 24 diversionary diversionary JJ cord-035254-630w2rtn 377 25 force force NN cord-035254-630w2rtn 377 26 Diversionary diversionary JJ cord-035254-630w2rtn 377 27 despots despot NNS cord-035254-630w2rtn 377 28 ? ? . cord-035254-630w2rtn 378 1 Comparing compare VBG cord-035254-630w2rtn 378 2 autocracies autocracy NNS cord-035254-630w2rtn 378 3 ' ' POS cord-035254-630w2rtn 378 4 propensities propensity NNS cord-035254-630w2rtn 378 5 to to TO cord-035254-630w2rtn 378 6 use use VB cord-035254-630w2rtn 378 7 and and CC cord-035254-630w2rtn 378 8 to to TO cord-035254-630w2rtn 378 9 benefit benefit VB cord-035254-630w2rtn 378 10 from from IN cord-035254-630w2rtn 378 11 military military JJ cord-035254-630w2rtn 378 12 force force NN cord-035254-630w2rtn 379 1 A a DT cord-035254-630w2rtn 379 2 taxonomy taxonomy NN cord-035254-630w2rtn 379 3 of of IN cord-035254-630w2rtn 379 4 Trump Trump NNP cord-035254-630w2rtn 379 5 tweets tweet NNS cord-035254-630w2rtn 379 6 Inoculating inoculate VBG cord-035254-630w2rtn 379 7 against against IN cord-035254-630w2rtn 379 8 misinformation misinformation NN cord-035254-630w2rtn 379 9 Neutralizing neutralize VBG cord-035254-630w2rtn 379 10 misinformation misinformation NN cord-035254-630w2rtn 379 11 through through IN cord-035254-630w2rtn 379 12 inoculation inoculation NN cord-035254-630w2rtn 379 13 : : : cord-035254-630w2rtn 379 14 exposing expose VBG cord-035254-630w2rtn 379 15 misleading misleading JJ cord-035254-630w2rtn 379 16 argumentation argumentation NN cord-035254-630w2rtn 379 17 techniques technique NNS cord-035254-630w2rtn 379 18 reduces reduce VBZ cord-035254-630w2rtn 379 19 their -PRON- PRP$ cord-035254-630w2rtn 379 20 influence influence NN cord-035254-630w2rtn 379 21 Three three CD cord-035254-630w2rtn 379 22 - - HYPH cord-035254-630w2rtn 379 23 stage stage NN cord-035254-630w2rtn 379 24 least least JJS cord-035254-630w2rtn 379 25 squares square NNS cord-035254-630w2rtn 379 26 : : : cord-035254-630w2rtn 379 27 simultaneous simultaneous JJ cord-035254-630w2rtn 379 28 estimation estimation NN cord-035254-630w2rtn 379 29 of of IN cord-035254-630w2rtn 379 30 simultaneous simultaneous JJ cord-035254-630w2rtn 379 31 equations equation NNS cord-035254-630w2rtn 380 1 All all DT cord-035254-630w2rtn 380 2 source source NN cord-035254-630w2rtn 380 3 code code NN cord-035254-630w2rtn 380 4 for for IN cord-035254-630w2rtn 380 5 analysis analysis NN cord-035254-630w2rtn 380 6 is be VBZ cord-035254-630w2rtn 380 7 available available JJ cord-035254-630w2rtn 380 8 at at IN cord-035254-630w2rtn 380 9 https://osf.io/f9bqx/. https://osf.io/f9bqx/. ADD cord-035254-630w2rtn 380 10 _SP cord-035254-630w2rtn 381 1 The the DT cord-035254-630w2rtn 381 2 authors author NNS cord-035254-630w2rtn 381 3 declare declare VBP cord-035254-630w2rtn 381 4 no no DT cord-035254-630w2rtn 381 5 competing compete VBG cord-035254-630w2rtn 381 6 interests interest NNS cord-035254-630w2rtn 381 7 . . . cord-035254-630w2rtn 382 1 Supplementary supplementary JJ cord-035254-630w2rtn 382 2 information information NN cord-035254-630w2rtn 382 3 is be VBZ cord-035254-630w2rtn 382 4 available available JJ cord-035254-630w2rtn 382 5 for for IN cord-035254-630w2rtn 382 6 this this DT cord-035254-630w2rtn 382 7 paper paper NN cord-035254-630w2rtn 382 8 at at IN cord-035254-630w2rtn 382 9 https://doi.org/10.1038/s41467-020-19644-6.Correspondence https://doi.org/10.1038/s41467-020-19644-6.correspondence NN cord-035254-630w2rtn 382 10 and and CC cord-035254-630w2rtn 382 11 requests request NNS cord-035254-630w2rtn 382 12 for for IN cord-035254-630w2rtn 382 13 materials material NNS cord-035254-630w2rtn 382 14 should should MD cord-035254-630w2rtn 382 15 be be VB cord-035254-630w2rtn 382 16 addressed address VBN cord-035254-630w2rtn 382 17 to to IN cord-035254-630w2rtn 383 1 S.L.Peer S.L.Peer NNP cord-035254-630w2rtn 383 2 review review VBP cord-035254-630w2rtn 383 3 information information NN cord-035254-630w2rtn 384 1 Nature Nature NNP cord-035254-630w2rtn 384 2 Communications Communications NNPS cord-035254-630w2rtn 384 3 thanks thank NNS cord-035254-630w2rtn 384 4 Dean Dean NNP cord-035254-630w2rtn 384 5 Eckles Eckles NNP cord-035254-630w2rtn 384 6 and and CC cord-035254-630w2rtn 385 1 the the DT cord-035254-630w2rtn 385 2 other other JJ cord-035254-630w2rtn 385 3 , , , cord-035254-630w2rtn 385 4 anonymous anonymous JJ cord-035254-630w2rtn 385 5 , , , cord-035254-630w2rtn 385 6 reviewer(s reviewer(s NNP cord-035254-630w2rtn 385 7 ) ) -RRB- cord-035254-630w2rtn 385 8 for for IN cord-035254-630w2rtn 385 9 their -PRON- PRP$ cord-035254-630w2rtn 385 10 contribution contribution NN cord-035254-630w2rtn 385 11 to to IN cord-035254-630w2rtn 385 12 the the DT cord-035254-630w2rtn 385 13 peer peer NN cord-035254-630w2rtn 385 14 review review NN cord-035254-630w2rtn 385 15 of of IN cord-035254-630w2rtn 385 16 this this DT cord-035254-630w2rtn 385 17 work work NN cord-035254-630w2rtn 385 18 . . . cord-035254-630w2rtn 386 1 Peer peer NN cord-035254-630w2rtn 386 2 reviewer reviewer NN cord-035254-630w2rtn 386 3 reports report NNS cord-035254-630w2rtn 386 4 are be VBP cord-035254-630w2rtn 386 5 available available JJ cord-035254-630w2rtn 386 6 . . . cord-035254-630w2rtn 387 1 Reprints reprint NNS cord-035254-630w2rtn 387 2 and and CC cord-035254-630w2rtn 387 3 permission permission NN cord-035254-630w2rtn 387 4 information information NN cord-035254-630w2rtn 387 5 is be VBZ cord-035254-630w2rtn 387 6 available available JJ cord-035254-630w2rtn 387 7 at at IN cord-035254-630w2rtn 387 8 http://www.nature.com/reprintsPublisher http://www.nature.com/reprintsPublisher NNP cord-035254-630w2rtn 387 9 's 's POS cord-035254-630w2rtn 387 10 note note NN cord-035254-630w2rtn 387 11 Springer Springer NNP cord-035254-630w2rtn 387 12 Nature Nature NNP cord-035254-630w2rtn 387 13 remains remain VBZ cord-035254-630w2rtn 387 14 neutral neutral JJ cord-035254-630w2rtn 387 15 with with IN cord-035254-630w2rtn 387 16 regard regard NN cord-035254-630w2rtn 387 17 to to IN cord-035254-630w2rtn 387 18 jurisdictional jurisdictional JJ cord-035254-630w2rtn 387 19 claims claim NNS cord-035254-630w2rtn 387 20 in in IN cord-035254-630w2rtn 387 21 published publish VBN cord-035254-630w2rtn 387 22 maps map NNS cord-035254-630w2rtn 387 23 and and CC cord-035254-630w2rtn 387 24 institutional institutional JJ cord-035254-630w2rtn 387 25 affiliations affiliation NNS cord-035254-630w2rtn 387 26 . . . cord-035254-630w2rtn 388 1 Open open VB cord-035254-630w2rtn 388 2 Access Access NNP cord-035254-630w2rtn 389 1 This this DT cord-035254-630w2rtn 389 2 article article NN cord-035254-630w2rtn 389 3 is be VBZ cord-035254-630w2rtn 389 4 licensed license VBN cord-035254-630w2rtn 389 5 under under IN cord-035254-630w2rtn 389 6 a a DT cord-035254-630w2rtn 389 7 Creative Creative NNP cord-035254-630w2rtn 389 8 Commons Commons NNP cord-035254-630w2rtn 389 9 Attribution Attribution NNP cord-035254-630w2rtn 389 10 4.0 4.0 CD cord-035254-630w2rtn 389 11 International International NNP cord-035254-630w2rtn 389 12 License License NNP cord-035254-630w2rtn 389 13 , , , cord-035254-630w2rtn 389 14 which which WDT cord-035254-630w2rtn 389 15 permits permit VBZ cord-035254-630w2rtn 389 16 use use NN cord-035254-630w2rtn 389 17 , , , cord-035254-630w2rtn 389 18 sharing sharing NN cord-035254-630w2rtn 389 19 , , , cord-035254-630w2rtn 389 20 adaptation adaptation NN cord-035254-630w2rtn 389 21 , , , cord-035254-630w2rtn 389 22 distribution distribution NN cord-035254-630w2rtn 389 23 and and CC cord-035254-630w2rtn 389 24 reproduction reproduction NN cord-035254-630w2rtn 389 25 in in IN cord-035254-630w2rtn 389 26 any any DT cord-035254-630w2rtn 389 27 medium medium NN cord-035254-630w2rtn 389 28 or or CC cord-035254-630w2rtn 389 29 format format NN cord-035254-630w2rtn 389 30 , , , cord-035254-630w2rtn 389 31 as as RB cord-035254-630w2rtn 389 32 long long RB cord-035254-630w2rtn 389 33 as as IN cord-035254-630w2rtn 389 34 you -PRON- PRP cord-035254-630w2rtn 389 35 give give VBP cord-035254-630w2rtn 389 36 appropriate appropriate JJ cord-035254-630w2rtn 389 37 credit credit NN cord-035254-630w2rtn 389 38 to to IN cord-035254-630w2rtn 389 39 the the DT cord-035254-630w2rtn 389 40 original original JJ cord-035254-630w2rtn 389 41 author(s author(s NNP cord-035254-630w2rtn 389 42 ) ) -RRB- cord-035254-630w2rtn 389 43 and and CC cord-035254-630w2rtn 389 44 the the DT cord-035254-630w2rtn 389 45 source source NN cord-035254-630w2rtn 389 46 , , , cord-035254-630w2rtn 389 47 provide provide VB cord-035254-630w2rtn 389 48 a a DT cord-035254-630w2rtn 389 49 link link NN cord-035254-630w2rtn 389 50 to to IN cord-035254-630w2rtn 389 51 the the DT cord-035254-630w2rtn 389 52 Creative Creative NNP cord-035254-630w2rtn 389 53 Commons Commons NNP cord-035254-630w2rtn 389 54 license license NN cord-035254-630w2rtn 389 55 , , , cord-035254-630w2rtn 389 56 and and CC cord-035254-630w2rtn 389 57 indicate indicate VBP cord-035254-630w2rtn 389 58 if if IN cord-035254-630w2rtn 389 59 changes change NNS cord-035254-630w2rtn 389 60 were be VBD cord-035254-630w2rtn 389 61 made make VBN cord-035254-630w2rtn 389 62 . . . cord-035254-630w2rtn 390 1 The the DT cord-035254-630w2rtn 390 2 images image NNS cord-035254-630w2rtn 390 3 or or CC cord-035254-630w2rtn 390 4 other other JJ cord-035254-630w2rtn 390 5 third third JJ cord-035254-630w2rtn 390 6 party party NN cord-035254-630w2rtn 390 7 material material NN cord-035254-630w2rtn 390 8 in in IN cord-035254-630w2rtn 390 9 this this DT cord-035254-630w2rtn 390 10 article article NN cord-035254-630w2rtn 390 11 are be VBP cord-035254-630w2rtn 390 12 included include VBN cord-035254-630w2rtn 390 13 in in IN cord-035254-630w2rtn 390 14 the the DT cord-035254-630w2rtn 390 15 article article NN cord-035254-630w2rtn 390 16 's 's POS cord-035254-630w2rtn 390 17 Creative Creative NNP cord-035254-630w2rtn 390 18 Commons Commons NNP cord-035254-630w2rtn 390 19 license license NN cord-035254-630w2rtn 390 20 , , , cord-035254-630w2rtn 390 21 unless unless IN cord-035254-630w2rtn 390 22 indicated indicate VBN cord-035254-630w2rtn 390 23 otherwise otherwise RB cord-035254-630w2rtn 390 24 in in IN cord-035254-630w2rtn 390 25 a a DT cord-035254-630w2rtn 390 26 credit credit NN cord-035254-630w2rtn 390 27 line line NN cord-035254-630w2rtn 390 28 to to IN cord-035254-630w2rtn 390 29 the the DT cord-035254-630w2rtn 390 30 material material NN cord-035254-630w2rtn 390 31 . . . cord-035254-630w2rtn 391 1 If if IN cord-035254-630w2rtn 391 2 material material NN cord-035254-630w2rtn 391 3 is be VBZ cord-035254-630w2rtn 391 4 not not RB cord-035254-630w2rtn 391 5 included include VBN cord-035254-630w2rtn 391 6 in in IN cord-035254-630w2rtn 391 7 the the DT cord-035254-630w2rtn 391 8 article article NN cord-035254-630w2rtn 391 9 's 's POS cord-035254-630w2rtn 391 10 Creative Creative NNP cord-035254-630w2rtn 391 11 Commons Commons NNP cord-035254-630w2rtn 391 12 license license NN cord-035254-630w2rtn 391 13 and and CC cord-035254-630w2rtn 391 14 your -PRON- PRP$ cord-035254-630w2rtn 391 15 intended intend VBN cord-035254-630w2rtn 391 16 use use NN cord-035254-630w2rtn 391 17 is be VBZ cord-035254-630w2rtn 391 18 not not RB cord-035254-630w2rtn 391 19 permitted permit VBN cord-035254-630w2rtn 391 20 by by IN cord-035254-630w2rtn 391 21 statutory statutory JJ cord-035254-630w2rtn 391 22 regulation regulation NN cord-035254-630w2rtn 391 23 or or CC cord-035254-630w2rtn 391 24 exceeds exceed VBZ cord-035254-630w2rtn 391 25 the the DT cord-035254-630w2rtn 391 26 permitted permit VBN cord-035254-630w2rtn 391 27 use use NN cord-035254-630w2rtn 391 28 , , , cord-035254-630w2rtn 391 29 you -PRON- PRP cord-035254-630w2rtn 391 30 will will MD cord-035254-630w2rtn 391 31 need need VB cord-035254-630w2rtn 391 32 to to TO cord-035254-630w2rtn 391 33 obtain obtain VB cord-035254-630w2rtn 391 34 permission permission NN cord-035254-630w2rtn 391 35 directly directly RB cord-035254-630w2rtn 391 36 from from IN cord-035254-630w2rtn 391 37 the the DT cord-035254-630w2rtn 391 38 copyright copyright NN cord-035254-630w2rtn 391 39 holder holder NN cord-035254-630w2rtn 391 40 . . . cord-035254-630w2rtn 392 1 To to TO cord-035254-630w2rtn 392 2 view view VB cord-035254-630w2rtn 392 3 a a DT cord-035254-630w2rtn 392 4 copy copy NN cord-035254-630w2rtn 392 5 of of IN cord-035254-630w2rtn 392 6 this this DT cord-035254-630w2rtn 392 7 license license NN cord-035254-630w2rtn 392 8 , , , cord-035254-630w2rtn 392 9 visit visit VB cord-035254-630w2rtn 392 10 http://creativecommons.org/ http://creativecommons.org/ NN cord-035254-630w2rtn 392 11 licenses license NNS cord-035254-630w2rtn 393 1 /by/4.0/. /by/4.0/. 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