id sid tid token lemma pos cord-349217-vpih1wvs 1 1 key key JJ cord-349217-vpih1wvs 2 1 : : : cord-349217-vpih1wvs 2 2 cord-349217-vpih1wvs cord-349217-vpih1wvs JJ cord-349217-vpih1wvs 2 3 authors author NNS cord-349217-vpih1wvs 2 4 : : : cord-349217-vpih1wvs 2 5 Petropoulos Petropoulos NNPS cord-349217-vpih1wvs 2 6 , , , cord-349217-vpih1wvs 2 7 Fotios Fotios NNP cord-349217-vpih1wvs 2 8 ; ; : cord-349217-vpih1wvs 2 9 Makridakis Makridakis NNP cord-349217-vpih1wvs 2 10 , , , cord-349217-vpih1wvs 2 11 Spyros Spyros NNP cord-349217-vpih1wvs 2 12 title title NN cord-349217-vpih1wvs 2 13 : : : cord-349217-vpih1wvs 2 14 Forecasting forecast VBG cord-349217-vpih1wvs 2 15 the the DT cord-349217-vpih1wvs 2 16 novel novel JJ cord-349217-vpih1wvs 2 17 coronavirus coronavirus NN cord-349217-vpih1wvs 2 18 COVID-19 covid-19 CD cord-349217-vpih1wvs 2 19 date date NN cord-349217-vpih1wvs 2 20 : : : cord-349217-vpih1wvs 2 21 2020 2020 CD cord-349217-vpih1wvs 2 22 - - HYPH cord-349217-vpih1wvs 2 23 03 03 CD cord-349217-vpih1wvs 2 24 - - HYPH cord-349217-vpih1wvs 2 25 31 31 CD cord-349217-vpih1wvs 2 26 journal journal NN cord-349217-vpih1wvs 2 27 : : : cord-349217-vpih1wvs 3 1 PLoS PLoS NNP cord-349217-vpih1wvs 4 1 One one CD cord-349217-vpih1wvs 4 2 DOI doi NN cord-349217-vpih1wvs 4 3 : : : cord-349217-vpih1wvs 5 1 10.1371 10.1371 CD cord-349217-vpih1wvs 5 2 / / SYM cord-349217-vpih1wvs 5 3 journal.pone.0231236 journal.pone.0231236 NN cord-349217-vpih1wvs 5 4 sha sha NNP cord-349217-vpih1wvs 5 5 : : : cord-349217-vpih1wvs 6 1 aa9f61d7fe13c22c7b5ad4dc6f5324412ee6b0b8 aa9f61d7fe13c22c7b5ad4dc6f5324412ee6b0b8 NNP cord-349217-vpih1wvs 6 2 doc_id doc_id CD cord-349217-vpih1wvs 6 3 : : : cord-349217-vpih1wvs 6 4 349217 349217 CD cord-349217-vpih1wvs 6 5 cord_uid cord_uid NNS cord-349217-vpih1wvs 6 6 : : : cord-349217-vpih1wvs 6 7 vpih1wvs vpih1wvs NN cord-349217-vpih1wvs 7 1 What what WP cord-349217-vpih1wvs 7 2 will will MD cord-349217-vpih1wvs 7 3 be be VB cord-349217-vpih1wvs 7 4 the the DT cord-349217-vpih1wvs 7 5 global global JJ cord-349217-vpih1wvs 7 6 impact impact NN cord-349217-vpih1wvs 7 7 of of IN cord-349217-vpih1wvs 7 8 the the DT cord-349217-vpih1wvs 7 9 novel novel JJ cord-349217-vpih1wvs 7 10 coronavirus coronavirus NN cord-349217-vpih1wvs 7 11 ( ( -LRB- cord-349217-vpih1wvs 7 12 COVID-19 covid-19 VB cord-349217-vpih1wvs 7 13 ) ) -RRB- cord-349217-vpih1wvs 7 14 ? ? . cord-349217-vpih1wvs 8 1 Answering answer VBG cord-349217-vpih1wvs 8 2 this this DT cord-349217-vpih1wvs 8 3 question question NN cord-349217-vpih1wvs 8 4 requires require VBZ cord-349217-vpih1wvs 8 5 accurate accurate JJ cord-349217-vpih1wvs 8 6 forecasting forecasting NN cord-349217-vpih1wvs 8 7 the the DT cord-349217-vpih1wvs 8 8 spread spread NN cord-349217-vpih1wvs 8 9 of of IN cord-349217-vpih1wvs 8 10 confirmed confirm VBN cord-349217-vpih1wvs 8 11 cases case NNS cord-349217-vpih1wvs 8 12 as as RB cord-349217-vpih1wvs 8 13 well well RB cord-349217-vpih1wvs 8 14 as as IN cord-349217-vpih1wvs 8 15 analysis analysis NN cord-349217-vpih1wvs 8 16 of of IN cord-349217-vpih1wvs 8 17 the the DT cord-349217-vpih1wvs 8 18 number number NN cord-349217-vpih1wvs 8 19 of of IN cord-349217-vpih1wvs 8 20 deaths death NNS cord-349217-vpih1wvs 8 21 and and CC cord-349217-vpih1wvs 8 22 recoveries recovery NNS cord-349217-vpih1wvs 8 23 . . . cord-349217-vpih1wvs 9 1 Forecasting forecasting NN cord-349217-vpih1wvs 9 2 , , , cord-349217-vpih1wvs 9 3 however however RB cord-349217-vpih1wvs 9 4 , , , cord-349217-vpih1wvs 9 5 requires require VBZ cord-349217-vpih1wvs 9 6 ample ample JJ cord-349217-vpih1wvs 9 7 historical historical JJ cord-349217-vpih1wvs 9 8 data datum NNS cord-349217-vpih1wvs 9 9 . . . cord-349217-vpih1wvs 10 1 At at IN cord-349217-vpih1wvs 10 2 the the DT cord-349217-vpih1wvs 10 3 same same JJ cord-349217-vpih1wvs 10 4 time time NN cord-349217-vpih1wvs 10 5 , , , cord-349217-vpih1wvs 10 6 no no DT cord-349217-vpih1wvs 10 7 prediction prediction NN cord-349217-vpih1wvs 10 8 is be VBZ cord-349217-vpih1wvs 10 9 certain certain JJ cord-349217-vpih1wvs 10 10 as as IN cord-349217-vpih1wvs 10 11 the the DT cord-349217-vpih1wvs 10 12 future future NN cord-349217-vpih1wvs 10 13 rarely rarely RB cord-349217-vpih1wvs 10 14 repeats repeat VBZ cord-349217-vpih1wvs 10 15 itself -PRON- PRP cord-349217-vpih1wvs 10 16 in in IN cord-349217-vpih1wvs 10 17 the the DT cord-349217-vpih1wvs 10 18 same same JJ cord-349217-vpih1wvs 10 19 way way NN cord-349217-vpih1wvs 10 20 as as IN cord-349217-vpih1wvs 10 21 the the DT cord-349217-vpih1wvs 10 22 past past NN cord-349217-vpih1wvs 10 23 . . . cord-349217-vpih1wvs 11 1 Moreover moreover RB cord-349217-vpih1wvs 11 2 , , , cord-349217-vpih1wvs 11 3 forecasts forecast NNS cord-349217-vpih1wvs 11 4 are be VBP cord-349217-vpih1wvs 11 5 influenced influence VBN cord-349217-vpih1wvs 11 6 by by IN cord-349217-vpih1wvs 11 7 the the DT cord-349217-vpih1wvs 11 8 reliability reliability NN cord-349217-vpih1wvs 11 9 of of IN cord-349217-vpih1wvs 11 10 the the DT cord-349217-vpih1wvs 11 11 data datum NNS cord-349217-vpih1wvs 11 12 , , , cord-349217-vpih1wvs 11 13 vested vested JJ cord-349217-vpih1wvs 11 14 interests interest NNS cord-349217-vpih1wvs 11 15 , , , cord-349217-vpih1wvs 11 16 and and CC cord-349217-vpih1wvs 11 17 what what WDT cord-349217-vpih1wvs 11 18 variables variable NNS cord-349217-vpih1wvs 11 19 are be VBP cord-349217-vpih1wvs 11 20 being be VBG cord-349217-vpih1wvs 11 21 predicted predict VBN cord-349217-vpih1wvs 11 22 . . . cord-349217-vpih1wvs 12 1 Also also RB cord-349217-vpih1wvs 12 2 , , , cord-349217-vpih1wvs 12 3 psychological psychological JJ cord-349217-vpih1wvs 12 4 factors factor NNS cord-349217-vpih1wvs 12 5 play play VBP cord-349217-vpih1wvs 12 6 a a DT cord-349217-vpih1wvs 12 7 significant significant JJ cord-349217-vpih1wvs 12 8 role role NN cord-349217-vpih1wvs 12 9 in in IN cord-349217-vpih1wvs 12 10 how how WRB cord-349217-vpih1wvs 12 11 people people NNS cord-349217-vpih1wvs 12 12 perceive perceive VBP cord-349217-vpih1wvs 12 13 and and CC cord-349217-vpih1wvs 12 14 react react VBP cord-349217-vpih1wvs 12 15 to to IN cord-349217-vpih1wvs 12 16 the the DT cord-349217-vpih1wvs 12 17 danger danger NN cord-349217-vpih1wvs 12 18 from from IN cord-349217-vpih1wvs 12 19 the the DT cord-349217-vpih1wvs 12 20 disease disease NN cord-349217-vpih1wvs 12 21 and and CC cord-349217-vpih1wvs 12 22 the the DT cord-349217-vpih1wvs 12 23 fear fear NN cord-349217-vpih1wvs 12 24 that that IN cord-349217-vpih1wvs 12 25 it -PRON- PRP cord-349217-vpih1wvs 12 26 may may MD cord-349217-vpih1wvs 12 27 affect affect VB cord-349217-vpih1wvs 12 28 them -PRON- PRP cord-349217-vpih1wvs 12 29 personally personally RB cord-349217-vpih1wvs 12 30 . . . cord-349217-vpih1wvs 13 1 This this DT cord-349217-vpih1wvs 13 2 paper paper NN cord-349217-vpih1wvs 13 3 introduces introduce VBZ cord-349217-vpih1wvs 13 4 an an DT cord-349217-vpih1wvs 13 5 objective objective JJ cord-349217-vpih1wvs 13 6 approach approach NN cord-349217-vpih1wvs 13 7 to to IN cord-349217-vpih1wvs 13 8 predicting predict VBG cord-349217-vpih1wvs 13 9 the the DT cord-349217-vpih1wvs 13 10 continuation continuation NN cord-349217-vpih1wvs 13 11 of of IN cord-349217-vpih1wvs 13 12 the the DT cord-349217-vpih1wvs 13 13 COVID-19 covid-19 NN cord-349217-vpih1wvs 13 14 using use VBG cord-349217-vpih1wvs 13 15 a a DT cord-349217-vpih1wvs 13 16 simple simple JJ cord-349217-vpih1wvs 13 17 , , , cord-349217-vpih1wvs 13 18 but but CC cord-349217-vpih1wvs 13 19 powerful powerful JJ cord-349217-vpih1wvs 13 20 method method NN cord-349217-vpih1wvs 13 21 to to TO cord-349217-vpih1wvs 13 22 do do VB cord-349217-vpih1wvs 13 23 so so RB cord-349217-vpih1wvs 13 24 . . . cord-349217-vpih1wvs 14 1 Assuming assume VBG cord-349217-vpih1wvs 14 2 that that IN cord-349217-vpih1wvs 14 3 the the DT cord-349217-vpih1wvs 14 4 data data NN cord-349217-vpih1wvs 14 5 used use VBN cord-349217-vpih1wvs 14 6 is be VBZ cord-349217-vpih1wvs 14 7 reliable reliable JJ cord-349217-vpih1wvs 14 8 and and CC cord-349217-vpih1wvs 14 9 that that IN cord-349217-vpih1wvs 14 10 the the DT cord-349217-vpih1wvs 14 11 future future NN cord-349217-vpih1wvs 14 12 will will MD cord-349217-vpih1wvs 14 13 continue continue VB cord-349217-vpih1wvs 14 14 to to TO cord-349217-vpih1wvs 14 15 follow follow VB cord-349217-vpih1wvs 14 16 the the DT cord-349217-vpih1wvs 14 17 past past JJ cord-349217-vpih1wvs 14 18 pattern pattern NN cord-349217-vpih1wvs 14 19 of of IN cord-349217-vpih1wvs 14 20 the the DT cord-349217-vpih1wvs 14 21 disease disease NN cord-349217-vpih1wvs 14 22 , , , cord-349217-vpih1wvs 14 23 our -PRON- PRP$ cord-349217-vpih1wvs 14 24 forecasts forecast NNS cord-349217-vpih1wvs 14 25 suggest suggest VBP cord-349217-vpih1wvs 14 26 a a DT cord-349217-vpih1wvs 14 27 continuing continue VBG cord-349217-vpih1wvs 14 28 increase increase NN cord-349217-vpih1wvs 14 29 in in IN cord-349217-vpih1wvs 14 30 the the DT cord-349217-vpih1wvs 14 31 confirmed confirm VBN cord-349217-vpih1wvs 14 32 COVID-19 covid-19 CD cord-349217-vpih1wvs 14 33 cases case NNS cord-349217-vpih1wvs 14 34 with with IN cord-349217-vpih1wvs 14 35 sizable sizable JJ cord-349217-vpih1wvs 14 36 associated associated JJ cord-349217-vpih1wvs 14 37 uncertainty uncertainty NN cord-349217-vpih1wvs 14 38 . . . cord-349217-vpih1wvs 15 1 The the DT cord-349217-vpih1wvs 15 2 risks risk NNS cord-349217-vpih1wvs 15 3 are be VBP cord-349217-vpih1wvs 15 4 far far RB cord-349217-vpih1wvs 15 5 from from IN cord-349217-vpih1wvs 15 6 symmetric symmetric JJ cord-349217-vpih1wvs 15 7 as as IN cord-349217-vpih1wvs 15 8 underestimating underestimate VBG cord-349217-vpih1wvs 15 9 its -PRON- PRP$ cord-349217-vpih1wvs 15 10 spread spread NN cord-349217-vpih1wvs 15 11 like like IN cord-349217-vpih1wvs 15 12 a a DT cord-349217-vpih1wvs 15 13 pandemic pandemic NN cord-349217-vpih1wvs 15 14 and and CC cord-349217-vpih1wvs 15 15 not not RB cord-349217-vpih1wvs 15 16 doing do VBG cord-349217-vpih1wvs 15 17 enough enough RB cord-349217-vpih1wvs 15 18 to to TO cord-349217-vpih1wvs 15 19 contain contain VB cord-349217-vpih1wvs 15 20 it -PRON- PRP cord-349217-vpih1wvs 15 21 is be VBZ cord-349217-vpih1wvs 15 22 much much RB cord-349217-vpih1wvs 15 23 more more RBR cord-349217-vpih1wvs 15 24 severe severe JJ cord-349217-vpih1wvs 15 25 than than IN cord-349217-vpih1wvs 15 26 overspending overspend VBG cord-349217-vpih1wvs 15 27 and and CC cord-349217-vpih1wvs 15 28 being be VBG cord-349217-vpih1wvs 15 29 over over RB cord-349217-vpih1wvs 15 30 careful careful JJ cord-349217-vpih1wvs 15 31 when when WRB cord-349217-vpih1wvs 15 32 it -PRON- PRP cord-349217-vpih1wvs 15 33 will will MD cord-349217-vpih1wvs 15 34 not not RB cord-349217-vpih1wvs 15 35 be be VB cord-349217-vpih1wvs 15 36 needed need VBN cord-349217-vpih1wvs 15 37 . . . cord-349217-vpih1wvs 16 1 This this DT cord-349217-vpih1wvs 16 2 paper paper NN cord-349217-vpih1wvs 16 3 describes describe VBZ cord-349217-vpih1wvs 16 4 the the DT cord-349217-vpih1wvs 16 5 timeline timeline NN cord-349217-vpih1wvs 16 6 of of IN cord-349217-vpih1wvs 16 7 a a DT cord-349217-vpih1wvs 16 8 live live JJ cord-349217-vpih1wvs 16 9 forecasting forecasting NN cord-349217-vpih1wvs 16 10 exercise exercise NN cord-349217-vpih1wvs 16 11 with with IN cord-349217-vpih1wvs 16 12 massive massive JJ cord-349217-vpih1wvs 16 13 potential potential JJ cord-349217-vpih1wvs 16 14 implications implication NNS cord-349217-vpih1wvs 16 15 for for IN cord-349217-vpih1wvs 16 16 planning planning NN cord-349217-vpih1wvs 16 17 and and CC cord-349217-vpih1wvs 16 18 decision decision NN cord-349217-vpih1wvs 16 19 making making NN cord-349217-vpih1wvs 16 20 and and CC cord-349217-vpih1wvs 16 21 provides provide VBZ cord-349217-vpih1wvs 16 22 objective objective JJ cord-349217-vpih1wvs 16 23 forecasts forecast NNS cord-349217-vpih1wvs 16 24 for for IN cord-349217-vpih1wvs 16 25 the the DT cord-349217-vpih1wvs 16 26 confirmed confirm VBN cord-349217-vpih1wvs 16 27 cases case NNS cord-349217-vpih1wvs 16 28 of of IN cord-349217-vpih1wvs 16 29 COVID-19 COVID-19 NNP cord-349217-vpih1wvs 16 30 . . . cord-349217-vpih1wvs 17 1 The the DT cord-349217-vpih1wvs 17 2 accuracy accuracy NN cord-349217-vpih1wvs 17 3 of of IN cord-349217-vpih1wvs 17 4 traditional traditional JJ cord-349217-vpih1wvs 17 5 forecasting forecasting NN cord-349217-vpih1wvs 17 6 largely largely RB cord-349217-vpih1wvs 17 7 depends depend VBZ cord-349217-vpih1wvs 17 8 on on IN cord-349217-vpih1wvs 17 9 the the DT cord-349217-vpih1wvs 17 10 availability availability NN cord-349217-vpih1wvs 17 11 of of IN cord-349217-vpih1wvs 17 12 data datum NNS cord-349217-vpih1wvs 17 13 to to TO cord-349217-vpih1wvs 17 14 base base VB cord-349217-vpih1wvs 17 15 its -PRON- PRP$ cord-349217-vpih1wvs 17 16 predictions prediction NNS cord-349217-vpih1wvs 17 17 and and CC cord-349217-vpih1wvs 17 18 estimates estimate NNS cord-349217-vpih1wvs 17 19 of of IN cord-349217-vpih1wvs 17 20 uncertainty uncertainty NN cord-349217-vpih1wvs 17 21 . . . cord-349217-vpih1wvs 18 1 In in IN cord-349217-vpih1wvs 18 2 outbreaks outbreak NNS cord-349217-vpih1wvs 18 3 of of IN cord-349217-vpih1wvs 18 4 epidemics epidemic NNS cord-349217-vpih1wvs 18 5 there there EX cord-349217-vpih1wvs 18 6 is be VBZ cord-349217-vpih1wvs 18 7 no no DT cord-349217-vpih1wvs 18 8 data datum NNS cord-349217-vpih1wvs 18 9 at at RB cord-349217-vpih1wvs 18 10 all all RB cord-349217-vpih1wvs 18 11 in in IN cord-349217-vpih1wvs 18 12 the the DT cord-349217-vpih1wvs 18 13 beginning beginning NN cord-349217-vpih1wvs 18 14 and and CC cord-349217-vpih1wvs 18 15 then then RB cord-349217-vpih1wvs 18 16 limited limit VBN cord-349217-vpih1wvs 18 17 as as IN cord-349217-vpih1wvs 18 18 time time NN cord-349217-vpih1wvs 18 19 passes pass VBZ cord-349217-vpih1wvs 18 20 , , , cord-349217-vpih1wvs 18 21 making make VBG cord-349217-vpih1wvs 18 22 predictions prediction NNS cord-349217-vpih1wvs 18 23 widely widely RB cord-349217-vpih1wvs 18 24 uncertain uncertain JJ cord-349217-vpih1wvs 18 25 . . . cord-349217-vpih1wvs 19 1 On on IN cord-349217-vpih1wvs 19 2 February February NNP cord-349217-vpih1wvs 19 3 18 18 CD cord-349217-vpih1wvs 19 4 , , , cord-349217-vpih1wvs 19 5 2020 2020 CD cord-349217-vpih1wvs 19 6 , , , cord-349217-vpih1wvs 19 7 a a DT cord-349217-vpih1wvs 19 8 New New NNP cord-349217-vpih1wvs 19 9 York York NNP cord-349217-vpih1wvs 19 10 Times Times NNP cord-349217-vpih1wvs 19 11 article article NN cord-349217-vpih1wvs 19 12 [ [ -LRB- cord-349217-vpih1wvs 19 13 1 1 CD cord-349217-vpih1wvs 19 14 ] ] -RRB- cord-349217-vpih1wvs 19 15 cautioned caution VBN cord-349217-vpih1wvs 19 16 against against IN cord-349217-vpih1wvs 19 17 excessive excessive JJ cord-349217-vpih1wvs 19 18 optimism optimism NN cord-349217-vpih1wvs 19 19 about about IN cord-349217-vpih1wvs 19 20 the the DT cord-349217-vpih1wvs 19 21 crisis crisis NN cord-349217-vpih1wvs 19 22 peaking peak VBG cord-349217-vpih1wvs 19 23 , , , cord-349217-vpih1wvs 19 24 even even RB cord-349217-vpih1wvs 19 25 though though IN cord-349217-vpih1wvs 19 26 there there EX cord-349217-vpih1wvs 19 27 were be VBD cord-349217-vpih1wvs 19 28 close close JJ cord-349217-vpih1wvs 19 29 to to IN cord-349217-vpih1wvs 19 30 50 50 CD cord-349217-vpih1wvs 19 31 days day NNS cord-349217-vpih1wvs 19 32 since since IN cord-349217-vpih1wvs 19 33 the the DT cord-349217-vpih1wvs 19 34 virus virus NN cord-349217-vpih1wvs 19 35 had have VBD cord-349217-vpih1wvs 19 36 been be VBN cord-349217-vpih1wvs 19 37 identified identify VBN cord-349217-vpih1wvs 19 38 . . . cord-349217-vpih1wvs 20 1 Besides besides RB cord-349217-vpih1wvs 20 2 , , , cord-349217-vpih1wvs 20 3 there there EX cord-349217-vpih1wvs 20 4 are be VBP cord-349217-vpih1wvs 20 5 concerns concern NNS cord-349217-vpih1wvs 20 6 that that IN cord-349217-vpih1wvs 20 7 the the DT cord-349217-vpih1wvs 20 8 data datum NNS cord-349217-vpih1wvs 20 9 may may MD cord-349217-vpih1wvs 20 10 not not RB cord-349217-vpih1wvs 20 11 be be VB cord-349217-vpih1wvs 20 12 reliable reliable JJ cord-349217-vpih1wvs 20 13 , , , cord-349217-vpih1wvs 20 14 as as IN cord-349217-vpih1wvs 20 15 was be VBD cord-349217-vpih1wvs 20 16 the the DT cord-349217-vpih1wvs 20 17 case case NN cord-349217-vpih1wvs 20 18 of of IN cord-349217-vpih1wvs 20 19 bird bird NN cord-349217-vpih1wvs 20 20 flu flu NN cord-349217-vpih1wvs 20 21 and and CC cord-349217-vpih1wvs 20 22 SARS SARS NNP cord-349217-vpih1wvs 20 23 when when WRB cord-349217-vpih1wvs 20 24 the the DT cord-349217-vpih1wvs 20 25 number number NN cord-349217-vpih1wvs 20 26 of of IN cord-349217-vpih1wvs 20 27 affected affect VBN cord-349217-vpih1wvs 20 28 people people NNS cord-349217-vpih1wvs 20 29 and and CC cord-349217-vpih1wvs 20 30 deaths death NNS cord-349217-vpih1wvs 20 31 were be VBD cord-349217-vpih1wvs 20 32 misreported misreporte VBN cord-349217-vpih1wvs 20 33 to to TO cord-349217-vpih1wvs 20 34 hide hide VB cord-349217-vpih1wvs 20 35 the the DT cord-349217-vpih1wvs 20 36 extent extent NN cord-349217-vpih1wvs 20 37 of of IN cord-349217-vpih1wvs 20 38 the the DT cord-349217-vpih1wvs 20 39 epidemic epidemic NN cord-349217-vpih1wvs 20 40 . . . cord-349217-vpih1wvs 21 1 Similarly similarly RB cord-349217-vpih1wvs 21 2 , , , cord-349217-vpih1wvs 21 3 in in IN cord-349217-vpih1wvs 21 4 the the DT cord-349217-vpih1wvs 21 5 case case NN cord-349217-vpih1wvs 21 6 of of IN cord-349217-vpih1wvs 21 7 COVID-19 COVID-19 NNP cord-349217-vpih1wvs 21 8 , , , cord-349217-vpih1wvs 21 9 the the DT cord-349217-vpih1wvs 21 10 reporting reporting NN cord-349217-vpih1wvs 21 11 did do VBD cord-349217-vpih1wvs 21 12 not not RB cord-349217-vpih1wvs 21 13 reflect reflect VB cord-349217-vpih1wvs 21 14 the the DT cord-349217-vpih1wvs 21 15 correct correct JJ cord-349217-vpih1wvs 21 16 numbers number NNS cord-349217-vpih1wvs 21 17 as as RB cord-349217-vpih1wvs 21 18 well well RB cord-349217-vpih1wvs 21 19 when when WRB cord-349217-vpih1wvs 21 20 on on IN cord-349217-vpih1wvs 21 21 the the DT cord-349217-vpih1wvs 21 22 February February NNP cord-349217-vpih1wvs 21 23 13 13 CD cord-349217-vpih1wvs 21 24 a a DT cord-349217-vpih1wvs 21 25 new new JJ cord-349217-vpih1wvs 21 26 category category NN cord-349217-vpih1wvs 21 27 of of IN cord-349217-vpih1wvs 21 28 " " `` cord-349217-vpih1wvs 21 29 clinically clinically RB cord-349217-vpih1wvs 21 30 diagnosed diagnose VBN cord-349217-vpih1wvs 21 31 " " '' cord-349217-vpih1wvs 21 32 was be VBD cord-349217-vpih1wvs 21 33 added add VBN cord-349217-vpih1wvs 21 34 to to IN cord-349217-vpih1wvs 21 35 " " `` cord-349217-vpih1wvs 21 36 lab lab NN cord-349217-vpih1wvs 21 37 - - HYPH cord-349217-vpih1wvs 21 38 confirmed confirm VBN cord-349217-vpih1wvs 21 39 " " `` cord-349217-vpih1wvs 21 40 ones one NNS cord-349217-vpih1wvs 21 41 [ [ -LRB- cord-349217-vpih1wvs 21 42 2 2 CD cord-349217-vpih1wvs 21 43 ] ] -RRB- cord-349217-vpih1wvs 21 44 . . . cord-349217-vpih1wvs 22 1 Such such JJ cord-349217-vpih1wvs 22 2 problems problem NNS cord-349217-vpih1wvs 22 3 decrease decrease VBP cord-349217-vpih1wvs 22 4 forecasting forecasting NN cord-349217-vpih1wvs 22 5 accuracy accuracy NN cord-349217-vpih1wvs 22 6 and and CC cord-349217-vpih1wvs 22 7 increase increase VB cord-349217-vpih1wvs 22 8 uncertainty uncertainty NN cord-349217-vpih1wvs 22 9 , , , cord-349217-vpih1wvs 22 10 making make VBG cord-349217-vpih1wvs 22 11 the the DT cord-349217-vpih1wvs 22 12 drawing drawing NN cord-349217-vpih1wvs 22 13 of of IN cord-349217-vpih1wvs 22 14 definite definite JJ cord-349217-vpih1wvs 22 15 conclusions conclusion NNS cord-349217-vpih1wvs 22 16 more more RBR cord-349217-vpih1wvs 22 17 difficult difficult JJ cord-349217-vpih1wvs 22 18 . . . cord-349217-vpih1wvs 23 1 Related relate VBN cord-349217-vpih1wvs 23 2 to to IN cord-349217-vpih1wvs 23 3 forecasting forecasting NN cord-349217-vpih1wvs 23 4 accuracy accuracy NN cord-349217-vpih1wvs 23 5 and and CC cord-349217-vpih1wvs 23 6 uncertainty uncertainty NN cord-349217-vpih1wvs 23 7 , , , cord-349217-vpih1wvs 23 8 there there EX cord-349217-vpih1wvs 23 9 is be VBZ cord-349217-vpih1wvs 23 10 a a DT cord-349217-vpih1wvs 23 11 more more RBR cord-349217-vpih1wvs 23 12 severe severe JJ cord-349217-vpih1wvs 23 13 problem problem NN cord-349217-vpih1wvs 23 14 that that WDT cord-349217-vpih1wvs 23 15 has have VBZ cord-349217-vpih1wvs 23 16 to to TO cord-349217-vpih1wvs 23 17 do do VB cord-349217-vpih1wvs 23 18 the the DT cord-349217-vpih1wvs 23 19 perception perception NN cord-349217-vpih1wvs 23 20 of of IN cord-349217-vpih1wvs 23 21 epidemics epidemic NNS cord-349217-vpih1wvs 23 22 and and CC cord-349217-vpih1wvs 23 23 pandemics pandemic NNS cord-349217-vpih1wvs 23 24 . . . cord-349217-vpih1wvs 24 1 Politicians politician NNS cord-349217-vpih1wvs 24 2 are be VBP cord-349217-vpih1wvs 24 3 concerned concern VBN cord-349217-vpih1wvs 24 4 with with IN cord-349217-vpih1wvs 24 5 regards regard NNS cord-349217-vpih1wvs 24 6 to to IN cord-349217-vpih1wvs 24 7 the the DT cord-349217-vpih1wvs 24 8 a1111111111 a1111111111 NNP cord-349217-vpih1wvs 24 9 a1111111111 a1111111111 NNP cord-349217-vpih1wvs 25 1 a1111111111 a1111111111 NNP cord-349217-vpih1wvs 25 2 a1111111111 a1111111111 NNP cord-349217-vpih1wvs 25 3 a1111111111 a1111111111 NNP cord-349217-vpih1wvs 25 4 measures measure NNS cord-349217-vpih1wvs 25 5 to to TO cord-349217-vpih1wvs 25 6 be be VB cord-349217-vpih1wvs 25 7 taken take VBN cord-349217-vpih1wvs 25 8 while while IN cord-349217-vpih1wvs 25 9 the the DT cord-349217-vpih1wvs 25 10 general general JJ cord-349217-vpih1wvs 25 11 population population NN cord-349217-vpih1wvs 25 12 fears fear VBZ cord-349217-vpih1wvs 25 13 about about IN cord-349217-vpih1wvs 25 14 the the DT cord-349217-vpih1wvs 25 15 impact impact NN cord-349217-vpih1wvs 25 16 on on IN cord-349217-vpih1wvs 25 17 the the DT cord-349217-vpih1wvs 25 18 epidemic epidemic NN cord-349217-vpih1wvs 25 19 on on IN cord-349217-vpih1wvs 25 20 their -PRON- PRP$ cord-349217-vpih1wvs 25 21 health health NN cord-349217-vpih1wvs 25 22 / / SYM cord-349217-vpih1wvs 25 23 lives life NNS cord-349217-vpih1wvs 25 24 . . . cord-349217-vpih1wvs 26 1 Furthermore furthermore RB cord-349217-vpih1wvs 26 2 , , , cord-349217-vpih1wvs 26 3 the the DT cord-349217-vpih1wvs 26 4 pharmaceutical pharmaceutical JJ cord-349217-vpih1wvs 26 5 firms firm NNS cord-349217-vpih1wvs 26 6 are be VBP cord-349217-vpih1wvs 26 7 working work VBG cord-349217-vpih1wvs 26 8 on on IN cord-349217-vpih1wvs 26 9 vaccinations vaccination NNS cord-349217-vpih1wvs 26 10 for for IN cord-349217-vpih1wvs 26 11 the the DT cord-349217-vpih1wvs 26 12 new new JJ cord-349217-vpih1wvs 26 13 virus virus NN cord-349217-vpih1wvs 26 14 with with IN cord-349217-vpih1wvs 26 15 considerable considerable JJ cord-349217-vpih1wvs 26 16 commercial commercial JJ cord-349217-vpih1wvs 26 17 interest interest NN cord-349217-vpih1wvs 26 18 . . . cord-349217-vpih1wvs 27 1 This this DT cord-349217-vpih1wvs 27 2 was be VBD cord-349217-vpih1wvs 27 3 the the DT cord-349217-vpih1wvs 27 4 case case NN cord-349217-vpih1wvs 27 5 with with IN cord-349217-vpih1wvs 27 6 SARS SARS NNP cord-349217-vpih1wvs 27 7 when when WRB cord-349217-vpih1wvs 27 8 governments government NNS cord-349217-vpih1wvs 27 9 persuaded persuade VBD cord-349217-vpih1wvs 27 10 on on IN cord-349217-vpih1wvs 27 11 the the DT cord-349217-vpih1wvs 27 12 severity severity NN cord-349217-vpih1wvs 27 13 of of IN cord-349217-vpih1wvs 27 14 the the DT cord-349217-vpih1wvs 27 15 virus virus NN cord-349217-vpih1wvs 27 16 bought buy VBD cord-349217-vpih1wvs 27 17 large large JJ cord-349217-vpih1wvs 27 18 numbers number NNS cord-349217-vpih1wvs 27 19 of of IN cord-349217-vpih1wvs 27 20 vaccines vaccine NNS cord-349217-vpih1wvs 27 21 that that WDT cord-349217-vpih1wvs 27 22 were be VBD cord-349217-vpih1wvs 27 23 never never RB cord-349217-vpih1wvs 27 24 used use VBN cord-349217-vpih1wvs 27 25 as as IN cord-349217-vpih1wvs 27 26 its -PRON- PRP$ cord-349217-vpih1wvs 27 27 spread spread NN cord-349217-vpih1wvs 27 28 stopped stop VBD cord-349217-vpih1wvs 27 29 without without IN cord-349217-vpih1wvs 27 30 the the DT cord-349217-vpih1wvs 27 31 need need NN cord-349217-vpih1wvs 27 32 to to TO cord-349217-vpih1wvs 27 33 vaccinate vaccinate VB cord-349217-vpih1wvs 27 34 people people NNS cord-349217-vpih1wvs 27 35 . . . cord-349217-vpih1wvs 28 1 Of of RB cord-349217-vpih1wvs 28 2 course course RB cord-349217-vpih1wvs 28 3 , , , cord-349217-vpih1wvs 28 4 the the DT cord-349217-vpih1wvs 28 5 big big JJ cord-349217-vpih1wvs 28 6 problem problem NN cord-349217-vpih1wvs 28 7 is be VBZ cord-349217-vpih1wvs 28 8 the the DT cord-349217-vpih1wvs 28 9 asymmetry asymmetry NN cord-349217-vpih1wvs 28 10 of of IN cord-349217-vpih1wvs 28 11 risks risk NNS cord-349217-vpih1wvs 28 12 and and CC cord-349217-vpih1wvs 28 13 the the DT cord-349217-vpih1wvs 28 14 irrational irrational JJ cord-349217-vpih1wvs 28 15 fear fear NN cord-349217-vpih1wvs 28 16 of of IN cord-349217-vpih1wvs 28 17 a a DT cord-349217-vpih1wvs 28 18 pandemic pandemic NN cord-349217-vpih1wvs 28 19 with with IN cord-349217-vpih1wvs 28 20 its -PRON- PRP$ cord-349217-vpih1wvs 28 21 possible possible JJ cord-349217-vpih1wvs 28 22 catastrophic catastrophic JJ cord-349217-vpih1wvs 28 23 consequences consequence NNS cord-349217-vpih1wvs 28 24 , , , cord-349217-vpih1wvs 28 25 as as IN cord-349217-vpih1wvs 28 26 happened happen VBD cord-349217-vpih1wvs 28 27 with with IN cord-349217-vpih1wvs 28 28 the the DT cord-349217-vpih1wvs 28 29 1918 1918 CD cord-349217-vpih1wvs 28 30 Spanish spanish JJ cord-349217-vpih1wvs 28 31 flu flu NN cord-349217-vpih1wvs 28 32 that that WDT cord-349217-vpih1wvs 28 33 killed kill VBD cord-349217-vpih1wvs 28 34 an an DT cord-349217-vpih1wvs 28 35 estimated estimate VBN cord-349217-vpih1wvs 28 36 50 50 CD cord-349217-vpih1wvs 28 37 million million CD cord-349217-vpih1wvs 28 38 worldwide worldwide RB cord-349217-vpih1wvs 28 39 . . . cord-349217-vpih1wvs 29 1 In in IN cord-349217-vpih1wvs 29 2 contrast contrast NN cord-349217-vpih1wvs 29 3 , , , cord-349217-vpih1wvs 29 4 the the DT cord-349217-vpih1wvs 29 5 SARS SARS NNP cord-349217-vpih1wvs 29 6 killed kill VBD cord-349217-vpih1wvs 29 7 a a DT cord-349217-vpih1wvs 29 8 total total NN cord-349217-vpih1wvs 29 9 of of IN cord-349217-vpih1wvs 29 10 774 774 CD cord-349217-vpih1wvs 29 11 in in IN cord-349217-vpih1wvs 29 12 2003 2003 CD cord-349217-vpih1wvs 29 13 and and CC cord-349217-vpih1wvs 29 14 the the DT cord-349217-vpih1wvs 29 15 bird bird NN cord-349217-vpih1wvs 29 16 flu flu NN cord-349217-vpih1wvs 29 17 around around IN cord-349217-vpih1wvs 29 18 100 100 CD cord-349217-vpih1wvs 29 19 in in IN cord-349217-vpih1wvs 29 20 1997 1997 CD cord-349217-vpih1wvs 29 21 . . . cord-349217-vpih1wvs 30 1 COVID-19 COVID-19 NNP cord-349217-vpih1wvs 30 2 has have VBZ cord-349217-vpih1wvs 30 3 resulted result VBN cord-349217-vpih1wvs 30 4 in in IN cord-349217-vpih1wvs 30 5 an an DT cord-349217-vpih1wvs 30 6 estimated estimate VBN cord-349217-vpih1wvs 30 7 5.8 5.8 CD cord-349217-vpih1wvs 30 8 thousand thousand CD cord-349217-vpih1wvs 30 9 deaths death NNS cord-349217-vpih1wvs 30 10 until until IN cord-349217-vpih1wvs 30 11 now now RB cord-349217-vpih1wvs 30 12 ( ( -LRB- cord-349217-vpih1wvs 30 13 15/03/2020 15/03/2020 CD cord-349217-vpih1wvs 30 14 ) ) -RRB- cord-349217-vpih1wvs 30 15 . . . cord-349217-vpih1wvs 31 1 At at IN cord-349217-vpih1wvs 31 2 the the DT cord-349217-vpih1wvs 31 3 same same JJ cord-349217-vpih1wvs 31 4 time time NN cord-349217-vpih1wvs 31 5 , , , cord-349217-vpih1wvs 31 6 there there EX cord-349217-vpih1wvs 31 7 is be VBZ cord-349217-vpih1wvs 31 8 much much RB cord-349217-vpih1wvs 31 9 less less JJR cord-349217-vpih1wvs 31 10 concern concern NN cord-349217-vpih1wvs 31 11 over over IN cord-349217-vpih1wvs 31 12 the the DT cord-349217-vpih1wvs 31 13 seasonal seasonal JJ cord-349217-vpih1wvs 31 14 flu flu NN cord-349217-vpih1wvs 31 15 that that WDT cord-349217-vpih1wvs 31 16 kills kill VBZ cord-349217-vpih1wvs 31 17 about about IN cord-349217-vpih1wvs 31 18 646,000 646,000 CD cord-349217-vpih1wvs 31 19 people people NNS cord-349217-vpih1wvs 31 20 worldwide worldwide RB cord-349217-vpih1wvs 31 21 each each DT cord-349217-vpih1wvs 31 22 year year NN cord-349217-vpih1wvs 31 23 [ [ -LRB- cord-349217-vpih1wvs 31 24 3 3 CD cord-349217-vpih1wvs 31 25 ] ] -RRB- cord-349217-vpih1wvs 31 26 . . . cord-349217-vpih1wvs 32 1 Medical medical JJ cord-349217-vpih1wvs 32 2 predictions prediction NNS cord-349217-vpih1wvs 32 3 are be VBP cord-349217-vpih1wvs 32 4 often often RB cord-349217-vpih1wvs 32 5 not not RB cord-349217-vpih1wvs 32 6 accurate accurate JJ cord-349217-vpih1wvs 32 7 while while IN cord-349217-vpih1wvs 32 8 their -PRON- PRP$ cord-349217-vpih1wvs 32 9 uncertainty uncertainty NN cord-349217-vpih1wvs 32 10 is be VBZ cord-349217-vpih1wvs 32 11 seriously seriously RB cord-349217-vpih1wvs 32 12 underestimated underestimate VBN cord-349217-vpih1wvs 32 13 [ [ -LRB- cord-349217-vpih1wvs 32 14 4 4 CD cord-349217-vpih1wvs 32 15 ] ] -RRB- cord-349217-vpih1wvs 32 16 . . . cord-349217-vpih1wvs 33 1 Predicting predict VBG cord-349217-vpih1wvs 33 2 the the DT cord-349217-vpih1wvs 33 3 future future NN cord-349217-vpih1wvs 33 4 of of IN cord-349217-vpih1wvs 33 5 epidemics epidemic NNS cord-349217-vpih1wvs 33 6 and and CC cord-349217-vpih1wvs 33 7 pandemics pandemic NNS cord-349217-vpih1wvs 33 8 is be VBZ cord-349217-vpih1wvs 33 9 much much RB cord-349217-vpih1wvs 33 10 more more RBR cord-349217-vpih1wvs 33 11 difficult difficult JJ cord-349217-vpih1wvs 33 12 as as IN cord-349217-vpih1wvs 33 13 the the DT cord-349217-vpih1wvs 33 14 number number NN cord-349217-vpih1wvs 33 15 of of IN cord-349217-vpih1wvs 33 16 cases case NNS cord-349217-vpih1wvs 33 17 to to TO cord-349217-vpih1wvs 33 18 be be VB cord-349217-vpih1wvs 33 19 studied study VBN cord-349217-vpih1wvs 33 20 can can MD cord-349217-vpih1wvs 33 21 be be VB cord-349217-vpih1wvs 33 22 measured measure VBN cord-349217-vpih1wvs 33 23 in in IN cord-349217-vpih1wvs 33 24 one one CD cord-349217-vpih1wvs 33 25 hand hand NN cord-349217-vpih1wvs 33 26 . . . cord-349217-vpih1wvs 34 1 At at IN cord-349217-vpih1wvs 34 2 one one CD cord-349217-vpih1wvs 34 3 end end NN cord-349217-vpih1wvs 34 4 of of IN cord-349217-vpih1wvs 34 5 the the DT cord-349217-vpih1wvs 34 6 scale scale NN cord-349217-vpih1wvs 34 7 is be VBZ cord-349217-vpih1wvs 34 8 the the DT cord-349217-vpih1wvs 34 9 case case NN cord-349217-vpih1wvs 34 10 of of IN cord-349217-vpih1wvs 34 11 SARS SARS NNP cord-349217-vpih1wvs 34 12 where where WRB cord-349217-vpih1wvs 34 13 the the DT cord-349217-vpih1wvs 34 14 fear fear NN cord-349217-vpih1wvs 34 15 of of IN cord-349217-vpih1wvs 34 16 becoming become VBG cord-349217-vpih1wvs 34 17 a a DT cord-349217-vpih1wvs 34 18 pandemic pandemic NN cord-349217-vpih1wvs 34 19 was be VBD cord-349217-vpih1wvs 34 20 overblown overblown JJ cord-349217-vpih1wvs 34 21 , , , cord-349217-vpih1wvs 34 22 resulting result VBG cord-349217-vpih1wvs 34 23 in in IN cord-349217-vpih1wvs 34 24 overspending overspending NN cord-349217-vpih1wvs 34 25 and and CC cord-349217-vpih1wvs 34 26 the the DT cord-349217-vpih1wvs 34 27 application application NN cord-349217-vpih1wvs 34 28 of of IN cord-349217-vpih1wvs 34 29 restrictive restrictive JJ cord-349217-vpih1wvs 34 30 measures measure NNS cord-349217-vpih1wvs 34 31 to to TO cord-349217-vpih1wvs 34 32 be be VB cord-349217-vpih1wvs 34 33 contained contain VBN cord-349217-vpih1wvs 34 34 that that IN cord-349217-vpih1wvs 34 35 it -PRON- PRP cord-349217-vpih1wvs 34 36 turned turn VBD cord-349217-vpih1wvs 34 37 out out RP cord-349217-vpih1wvs 34 38 to to TO cord-349217-vpih1wvs 34 39 be be VB cord-349217-vpih1wvs 34 40 unnecessary unnecessary JJ cord-349217-vpih1wvs 34 41 . . . cord-349217-vpih1wvs 35 1 At at IN cord-349217-vpih1wvs 35 2 the the DT cord-349217-vpih1wvs 35 3 other other JJ cord-349217-vpih1wvs 35 4 end end NN cord-349217-vpih1wvs 35 5 is be VBZ cord-349217-vpih1wvs 35 6 the the DT cord-349217-vpih1wvs 35 7 Spanish spanish JJ cord-349217-vpih1wvs 35 8 flu flu NN cord-349217-vpih1wvs 35 9 that that WDT cord-349217-vpih1wvs 35 10 turned turn VBD cord-349217-vpih1wvs 35 11 out out RP cord-349217-vpih1wvs 35 12 to to TO cord-349217-vpih1wvs 35 13 be be VB cord-349217-vpih1wvs 35 14 a a DT cord-349217-vpih1wvs 35 15 serious serious JJ cord-349217-vpih1wvs 35 16 pandemic pandemic NN cord-349217-vpih1wvs 35 17 with with IN cord-349217-vpih1wvs 35 18 catastrophic catastrophic JJ cord-349217-vpih1wvs 35 19 consequences consequence NNS cord-349217-vpih1wvs 35 20 , , , cord-349217-vpih1wvs 35 21 arguably arguably RB cord-349217-vpih1wvs 35 22 in in IN cord-349217-vpih1wvs 35 23 a a DT cord-349217-vpih1wvs 35 24 different different JJ cord-349217-vpih1wvs 35 25 era era NN cord-349217-vpih1wvs 35 26 when when WRB cord-349217-vpih1wvs 35 27 communication communication NN cord-349217-vpih1wvs 35 28 and and CC cord-349217-vpih1wvs 35 29 the the DT cord-349217-vpih1wvs 35 30 ability ability NN cord-349217-vpih1wvs 35 31 to to TO cord-349217-vpih1wvs 35 32 raise raise VB cord-349217-vpih1wvs 35 33 public public JJ cord-349217-vpih1wvs 35 34 awareness awareness NN cord-349217-vpih1wvs 35 35 ( ( -LRB- cord-349217-vpih1wvs 35 36 and and CC cord-349217-vpih1wvs 35 37 possibly possibly RB cord-349217-vpih1wvs 35 38 exaggerated exaggerated JJ cord-349217-vpih1wvs 35 39 fear fear NN cord-349217-vpih1wvs 35 40 ) ) -RRB- cord-349217-vpih1wvs 35 41 were be VBD cord-349217-vpih1wvs 35 42 limited limit VBN cord-349217-vpih1wvs 35 43 . . . cord-349217-vpih1wvs 36 1 Despite despite IN cord-349217-vpih1wvs 36 2 the the DT cord-349217-vpih1wvs 36 3 inaccuracies inaccuracy NNS cord-349217-vpih1wvs 36 4 associated associate VBN cord-349217-vpih1wvs 36 5 with with IN cord-349217-vpih1wvs 36 6 medical medical JJ cord-349217-vpih1wvs 36 7 predictions prediction NNS cord-349217-vpih1wvs 36 8 , , , cord-349217-vpih1wvs 36 9 still still RB cord-349217-vpih1wvs 36 10 forecasting forecast VBG cord-349217-vpih1wvs 36 11 is be VBZ cord-349217-vpih1wvs 36 12 invaluable invaluable JJ cord-349217-vpih1wvs 36 13 in in IN cord-349217-vpih1wvs 36 14 allowing allow VBG cord-349217-vpih1wvs 36 15 us -PRON- PRP cord-349217-vpih1wvs 36 16 to to TO cord-349217-vpih1wvs 36 17 better better RB cord-349217-vpih1wvs 36 18 understand understand VB cord-349217-vpih1wvs 36 19 the the DT cord-349217-vpih1wvs 36 20 current current JJ cord-349217-vpih1wvs 36 21 situation situation NN cord-349217-vpih1wvs 36 22 and and CC cord-349217-vpih1wvs 36 23 plan plan NN cord-349217-vpih1wvs 36 24 for for IN cord-349217-vpih1wvs 36 25 the the DT cord-349217-vpih1wvs 36 26 future future NN cord-349217-vpih1wvs 36 27 . . . cord-349217-vpih1wvs 37 1 In in IN cord-349217-vpih1wvs 37 2 this this DT cord-349217-vpih1wvs 37 3 paper paper NN cord-349217-vpih1wvs 37 4 , , , cord-349217-vpih1wvs 37 5 we -PRON- PRP cord-349217-vpih1wvs 37 6 provide provide VBP cord-349217-vpih1wvs 37 7 statistical statistical JJ cord-349217-vpih1wvs 37 8 forecasts forecast NNS cord-349217-vpih1wvs 37 9 for for IN cord-349217-vpih1wvs 37 10 the the DT cord-349217-vpih1wvs 37 11 confirmed confirm VBN cord-349217-vpih1wvs 37 12 cases case NNS cord-349217-vpih1wvs 37 13 of of IN cord-349217-vpih1wvs 37 14 COVID-19 COVID-19 NNP cord-349217-vpih1wvs 37 15 using use VBG cord-349217-vpih1wvs 37 16 robust robust JJ cord-349217-vpih1wvs 37 17 time time NN cord-349217-vpih1wvs 37 18 series series NN cord-349217-vpih1wvs 37 19 models model NNS cord-349217-vpih1wvs 37 20 , , , cord-349217-vpih1wvs 37 21 and and CC cord-349217-vpih1wvs 37 22 we -PRON- PRP cord-349217-vpih1wvs 37 23 analyse analyse VBP cord-349217-vpih1wvs 37 24 the the DT cord-349217-vpih1wvs 37 25 trajectory trajectory NN cord-349217-vpih1wvs 37 26 of of IN cord-349217-vpih1wvs 37 27 recovered recover VBN cord-349217-vpih1wvs 37 28 cases case NNS cord-349217-vpih1wvs 37 29 . . . cord-349217-vpih1wvs 38 1 We -PRON- PRP cord-349217-vpih1wvs 38 2 focus focus VBP cord-349217-vpih1wvs 38 3 on on IN cord-349217-vpih1wvs 38 4 the the DT cord-349217-vpih1wvs 38 5 cumulative cumulative JJ cord-349217-vpih1wvs 38 6 daily daily JJ cord-349217-vpih1wvs 38 7 figures figure NNS cord-349217-vpih1wvs 38 8 aggregated aggregate VBN cord-349217-vpih1wvs 38 9 globally globally RB cord-349217-vpih1wvs 38 10 of of IN cord-349217-vpih1wvs 38 11 the the DT cord-349217-vpih1wvs 38 12 three three CD cord-349217-vpih1wvs 38 13 main main JJ cord-349217-vpih1wvs 38 14 variables variable NNS cord-349217-vpih1wvs 38 15 of of IN cord-349217-vpih1wvs 38 16 interest interest NN cord-349217-vpih1wvs 38 17 : : : cord-349217-vpih1wvs 38 18 confirmed confirm VBN cord-349217-vpih1wvs 38 19 cases case NNS cord-349217-vpih1wvs 38 20 , , , cord-349217-vpih1wvs 38 21 deaths death NNS cord-349217-vpih1wvs 38 22 and and CC cord-349217-vpih1wvs 38 23 recoveries recovery NNS cord-349217-vpih1wvs 38 24 . . . cord-349217-vpih1wvs 39 1 These these DT cord-349217-vpih1wvs 39 2 were be VBD cord-349217-vpih1wvs 39 3 retrieved retrieve VBN cord-349217-vpih1wvs 39 4 by by IN cord-349217-vpih1wvs 39 5 the the DT cord-349217-vpih1wvs 39 6 Center Center NNP cord-349217-vpih1wvs 39 7 for for IN cord-349217-vpih1wvs 39 8 Systems Systems NNP cord-349217-vpih1wvs 39 9 Science Science NNP cord-349217-vpih1wvs 39 10 and and CC cord-349217-vpih1wvs 39 11 Engineering Engineering NNP cord-349217-vpih1wvs 39 12 ( ( -LRB- cord-349217-vpih1wvs 39 13 CSSE CSSE NNP cord-349217-vpih1wvs 39 14 ) ) -RRB- cord-349217-vpih1wvs 39 15 at at IN cord-349217-vpih1wvs 39 16 Johns Johns NNP cord-349217-vpih1wvs 39 17 Hopkins Hopkins NNP cord-349217-vpih1wvs 39 18 University University NNP cord-349217-vpih1wvs 39 19 ( ( -LRB- cord-349217-vpih1wvs 40 1 https://github.com/ https://github.com/ NFP cord-349217-vpih1wvs 40 2 CSSEGISandData CSSEGISandData NNP cord-349217-vpih1wvs 40 3 / / SYM cord-349217-vpih1wvs 40 4 COVID-19 COVID-19 NNP cord-349217-vpih1wvs 40 5 accessed access VBN cord-349217-vpih1wvs 40 6 on on IN cord-349217-vpih1wvs 40 7 12/03/2020 12/03/2020 CD cord-349217-vpih1wvs 40 8 ) ) -RRB- cord-349217-vpih1wvs 40 9 and and CC cord-349217-vpih1wvs 40 10 are be VBP cord-349217-vpih1wvs 40 11 presented present VBN cord-349217-vpih1wvs 40 12 in in IN cord-349217-vpih1wvs 40 13 Fig Fig NNP cord-349217-vpih1wvs 40 14 1 1 CD cord-349217-vpih1wvs 40 15 . . . cord-349217-vpih1wvs 41 1 The the DT cord-349217-vpih1wvs 41 2 data datum NNS cord-349217-vpih1wvs 41 3 refer refer VBP cord-349217-vpih1wvs 41 4 to to IN cord-349217-vpih1wvs 41 5 daily daily JJ cord-349217-vpih1wvs 41 6 cumulative cumulative JJ cord-349217-vpih1wvs 41 7 cases case NNS cord-349217-vpih1wvs 41 8 and and CC cord-349217-vpih1wvs 41 9 cover cover VB cord-349217-vpih1wvs 41 10 the the DT cord-349217-vpih1wvs 41 11 period period NN cord-349217-vpih1wvs 41 12 from from IN cord-349217-vpih1wvs 41 13 January January NNP cord-349217-vpih1wvs 41 14 22 22 CD cord-349217-vpih1wvs 41 15 , , , cord-349217-vpih1wvs 41 16 2020 2020 CD cord-349217-vpih1wvs 41 17 until until IN cord-349217-vpih1wvs 41 18 March March NNP cord-349217-vpih1wvs 41 19 11 11 CD cord-349217-vpih1wvs 41 20 , , , cord-349217-vpih1wvs 41 21 2020 2020 CD cord-349217-vpih1wvs 41 22 . . . cord-349217-vpih1wvs 42 1 We -PRON- PRP cord-349217-vpih1wvs 42 2 include include VBP cord-349217-vpih1wvs 42 3 both both DT cord-349217-vpih1wvs 42 4 " " `` cord-349217-vpih1wvs 42 5 lab lab NN cord-349217-vpih1wvs 42 6 - - HYPH cord-349217-vpih1wvs 42 7 confirmed confirm VBN cord-349217-vpih1wvs 42 8 " " '' cord-349217-vpih1wvs 42 9 and and CC cord-349217-vpih1wvs 42 10 " " `` cord-349217-vpih1wvs 42 11 clinically clinically RB cord-349217-vpih1wvs 42 12 diagnosed diagnose VBN cord-349217-vpih1wvs 42 13 " " '' cord-349217-vpih1wvs 42 14 cases case NNS cord-349217-vpih1wvs 42 15 . . . cord-349217-vpih1wvs 43 1 We -PRON- PRP cord-349217-vpih1wvs 43 2 emphasise emphasise VBP cord-349217-vpih1wvs 43 3 the the DT cord-349217-vpih1wvs 43 4 importance importance NN cord-349217-vpih1wvs 43 5 of of IN cord-349217-vpih1wvs 43 6 the the DT cord-349217-vpih1wvs 43 7 recovered recover VBN cord-349217-vpih1wvs 43 8 cases case NNS cord-349217-vpih1wvs 43 9 , , , cord-349217-vpih1wvs 43 10 which which WDT cord-349217-vpih1wvs 43 11 is be VBZ cord-349217-vpih1wvs 43 12 not not RB cord-349217-vpih1wvs 43 13 covered cover VBN cord-349217-vpih1wvs 43 14 in in IN cord-349217-vpih1wvs 43 15 media medium NNS cord-349217-vpih1wvs 43 16 as as RB cord-349217-vpih1wvs 43 17 widely widely RB cord-349217-vpih1wvs 43 18 as as IN cord-349217-vpih1wvs 43 19 the the DT cord-349217-vpih1wvs 43 20 confirmed confirm VBN cord-349217-vpih1wvs 43 21 cases case NNS cord-349217-vpih1wvs 43 22 or or CC cord-349217-vpih1wvs 43 23 the the DT cord-349217-vpih1wvs 43 24 deaths death NNS cord-349217-vpih1wvs 43 25 . . . cord-349217-vpih1wvs 44 1 While while IN cord-349217-vpih1wvs 44 2 all all DT cord-349217-vpih1wvs 44 3 three three CD cord-349217-vpih1wvs 44 4 data datum NNS cord-349217-vpih1wvs 44 5 patterns pattern NNS cord-349217-vpih1wvs 44 6 show show VBP cord-349217-vpih1wvs 44 7 an an DT cord-349217-vpih1wvs 44 8 exponential exponential JJ cord-349217-vpih1wvs 44 9 increase increase NN cord-349217-vpih1wvs 44 10 , , , cord-349217-vpih1wvs 44 11 the the DT cord-349217-vpih1wvs 44 12 trends trend NNS cord-349217-vpih1wvs 44 13 of of IN cord-349217-vpih1wvs 44 14 both both CC cord-349217-vpih1wvs 44 15 the the DT cord-349217-vpih1wvs 44 16 confirmed confirm VBN cord-349217-vpih1wvs 44 17 cases case NNS cord-349217-vpih1wvs 44 18 and and CC cord-349217-vpih1wvs 44 19 the the DT cord-349217-vpih1wvs 44 20 deaths death NNS cord-349217-vpih1wvs 44 21 were be VBD cord-349217-vpih1wvs 44 22 reduced reduce VBN cord-349217-vpih1wvs 44 23 in in IN cord-349217-vpih1wvs 44 24 the the DT cord-349217-vpih1wvs 44 25 mid mid NN cord-349217-vpih1wvs 44 26 of of IN cord-349217-vpih1wvs 44 27 February February NNP cord-349217-vpih1wvs 44 28 ; ; : cord-349217-vpih1wvs 44 29 a a DT cord-349217-vpih1wvs 44 30 second second JJ cord-349217-vpih1wvs 44 31 exponential exponential JJ cord-349217-vpih1wvs 44 32 increase increase NN cord-349217-vpih1wvs 44 33 is be VBZ cord-349217-vpih1wvs 44 34 observed observe VBN cord-349217-vpih1wvs 44 35 in in IN cord-349217-vpih1wvs 44 36 late late JJ cord-349217-vpih1wvs 44 37 February February NNP cord-349217-vpih1wvs 44 38 and and CC cord-349217-vpih1wvs 44 39 March March NNP cord-349217-vpih1wvs 44 40 as as IN cord-349217-vpih1wvs 44 41 a a DT cord-349217-vpih1wvs 44 42 result result NN cord-349217-vpih1wvs 44 43 of of IN cord-349217-vpih1wvs 44 44 the the DT cord-349217-vpih1wvs 44 45 increased increase VBN cord-349217-vpih1wvs 44 46 number number NN cord-349217-vpih1wvs 44 47 of of IN cord-349217-vpih1wvs 44 48 cases case NNS cord-349217-vpih1wvs 44 49 in in IN cord-349217-vpih1wvs 44 50 South South NNP cord-349217-vpih1wvs 44 51 Korea Korea NNP cord-349217-vpih1wvs 44 52 , , , cord-349217-vpih1wvs 44 53 Iran Iran NNP cord-349217-vpih1wvs 44 54 , , , cord-349217-vpih1wvs 44 55 and and CC cord-349217-vpih1wvs 44 56 Europe Europe NNP cord-349217-vpih1wvs 44 57 . . . cord-349217-vpih1wvs 45 1 At at IN cord-349217-vpih1wvs 45 2 the the DT cord-349217-vpih1wvs 45 3 same same JJ cord-349217-vpih1wvs 45 4 time time NN cord-349217-vpih1wvs 45 5 , , , cord-349217-vpih1wvs 45 6 the the DT cord-349217-vpih1wvs 45 7 number number NN cord-349217-vpih1wvs 45 8 of of IN cord-349217-vpih1wvs 45 9 recovered recover VBN cord-349217-vpih1wvs 45 10 cases case NNS cord-349217-vpih1wvs 45 11 is be VBZ cord-349217-vpih1wvs 45 12 steadily steadily RB cord-349217-vpih1wvs 45 13 increasing increase VBG cord-349217-vpih1wvs 45 14 . . . cord-349217-vpih1wvs 46 1 To to TO cord-349217-vpih1wvs 46 2 forecast forecast VB cord-349217-vpih1wvs 46 3 confirmed confirmed JJ cord-349217-vpih1wvs 46 4 cases case NNS cord-349217-vpih1wvs 46 5 of of IN cord-349217-vpih1wvs 46 6 COVID-19 COVID-19 NNP cord-349217-vpih1wvs 46 7 , , , cord-349217-vpih1wvs 46 8 we -PRON- PRP cord-349217-vpih1wvs 46 9 adopt adopt VBP cord-349217-vpih1wvs 46 10 simple simple JJ cord-349217-vpih1wvs 46 11 time time NN cord-349217-vpih1wvs 46 12 series series NN cord-349217-vpih1wvs 46 13 forecasting forecasting NN cord-349217-vpih1wvs 46 14 approaches approach NNS cord-349217-vpih1wvs 46 15 . . . cord-349217-vpih1wvs 47 1 We -PRON- PRP cord-349217-vpih1wvs 47 2 produce produce VBP cord-349217-vpih1wvs 47 3 forecasts forecast NNS cord-349217-vpih1wvs 47 4 using use VBG cord-349217-vpih1wvs 47 5 models model NNS cord-349217-vpih1wvs 47 6 from from IN cord-349217-vpih1wvs 47 7 the the DT cord-349217-vpih1wvs 47 8 exponential exponential JJ cord-349217-vpih1wvs 47 9 smoothing smoothing NN cord-349217-vpih1wvs 47 10 family family NN cord-349217-vpih1wvs 47 11 [ [ -LRB- cord-349217-vpih1wvs 47 12 5 5 CD cord-349217-vpih1wvs 47 13 , , , cord-349217-vpih1wvs 47 14 6 6 CD cord-349217-vpih1wvs 47 15 ] ] -RRB- cord-349217-vpih1wvs 47 16 . . . cord-349217-vpih1wvs 48 1 This this DT cord-349217-vpih1wvs 48 2 family family NN cord-349217-vpih1wvs 48 3 has have VBZ cord-349217-vpih1wvs 48 4 shown show VBN cord-349217-vpih1wvs 48 5 good good JJ cord-349217-vpih1wvs 48 6 forecast forecast NN cord-349217-vpih1wvs 48 7 accuracy accuracy NN cord-349217-vpih1wvs 48 8 over over IN cord-349217-vpih1wvs 48 9 several several JJ cord-349217-vpih1wvs 48 10 forecasting forecasting NN cord-349217-vpih1wvs 48 11 competitions competition NNS cord-349217-vpih1wvs 48 12 [ [ -LRB- cord-349217-vpih1wvs 48 13 7 7 CD cord-349217-vpih1wvs 48 14 ] ] -RRB- cord-349217-vpih1wvs 48 15 [ [ -LRB- cord-349217-vpih1wvs 48 16 8 8 CD cord-349217-vpih1wvs 48 17 ] ] -RRB- cord-349217-vpih1wvs 48 18 [ [ -LRB- cord-349217-vpih1wvs 48 19 9 9 CD cord-349217-vpih1wvs 48 20 ] ] -RRB- cord-349217-vpih1wvs 48 21 and and CC cord-349217-vpih1wvs 48 22 is be VBZ cord-349217-vpih1wvs 48 23 especially especially RB cord-349217-vpih1wvs 48 24 suitable suitable JJ cord-349217-vpih1wvs 48 25 for for IN cord-349217-vpih1wvs 48 26 short short JJ cord-349217-vpih1wvs 48 27 series series NN cord-349217-vpih1wvs 48 28 . . . cord-349217-vpih1wvs 49 1 Exponential exponential JJ cord-349217-vpih1wvs 49 2 smoothing smoothing NN cord-349217-vpih1wvs 49 3 models model NNS cord-349217-vpih1wvs 49 4 can can MD cord-349217-vpih1wvs 49 5 capture capture VB cord-349217-vpih1wvs 49 6 a a DT cord-349217-vpih1wvs 49 7 variety variety NN cord-349217-vpih1wvs 49 8 of of IN cord-349217-vpih1wvs 49 9 trend trend NN cord-349217-vpih1wvs 49 10 and and CC cord-349217-vpih1wvs 49 11 seasonal seasonal JJ cord-349217-vpih1wvs 49 12 forecasting forecasting NN cord-349217-vpih1wvs 49 13 patterns pattern NNS cord-349217-vpih1wvs 49 14 ( ( -LRB- cord-349217-vpih1wvs 49 15 such such JJ cord-349217-vpih1wvs 49 16 as as IN cord-349217-vpih1wvs 49 17 additive additive NN cord-349217-vpih1wvs 49 18 or or CC cord-349217-vpih1wvs 49 19 multiplicative multiplicative NN cord-349217-vpih1wvs 49 20 ) ) -RRB- cord-349217-vpih1wvs 49 21 and and CC cord-349217-vpih1wvs 49 22 combinations combination NNS cord-349217-vpih1wvs 49 23 of of IN cord-349217-vpih1wvs 49 24 those those DT cord-349217-vpih1wvs 49 25 . . . cord-349217-vpih1wvs 50 1 We -PRON- PRP cord-349217-vpih1wvs 50 2 limit limit VBP cord-349217-vpih1wvs 50 3 our -PRON- PRP$ cord-349217-vpih1wvs 50 4 attention attention NN cord-349217-vpih1wvs 50 5 to to IN cord-349217-vpih1wvs 50 6 trended trended JJ cord-349217-vpih1wvs 50 7 and and CC cord-349217-vpih1wvs 50 8 non non JJ cord-349217-vpih1wvs 50 9 - - JJ cord-349217-vpih1wvs 50 10 seasonal seasonal JJ cord-349217-vpih1wvs 50 11 models model NNS cord-349217-vpih1wvs 50 12 , , , cord-349217-vpih1wvs 50 13 given give VBN cord-349217-vpih1wvs 50 14 the the DT cord-349217-vpih1wvs 50 15 patterns pattern NNS cord-349217-vpih1wvs 50 16 observed observe VBN cord-349217-vpih1wvs 50 17 in in IN cord-349217-vpih1wvs 50 18 Fig Fig NNP cord-349217-vpih1wvs 50 19 1 1 CD cord-349217-vpih1wvs 50 20 . . . cord-349217-vpih1wvs 51 1 Note note VB cord-349217-vpih1wvs 51 2 that that IN cord-349217-vpih1wvs 51 3 we -PRON- PRP cord-349217-vpih1wvs 51 4 follow follow VBP cord-349217-vpih1wvs 51 5 a a DT cord-349217-vpih1wvs 51 6 pragmatic pragmatic JJ cord-349217-vpih1wvs 51 7 approach approach NN cord-349217-vpih1wvs 51 8 in in IN cord-349217-vpih1wvs 51 9 that that IN cord-349217-vpih1wvs 51 10 we -PRON- PRP cord-349217-vpih1wvs 51 11 assume assume VBP cord-349217-vpih1wvs 51 12 that that IN cord-349217-vpih1wvs 51 13 the the DT cord-349217-vpih1wvs 51 14 trend trend NN cord-349217-vpih1wvs 51 15 will will MD cord-349217-vpih1wvs 51 16 continue continue VB cord-349217-vpih1wvs 51 17 indefinitely indefinitely RB cord-349217-vpih1wvs 51 18 in in IN cord-349217-vpih1wvs 51 19 the the DT cord-349217-vpih1wvs 51 20 future future NN cord-349217-vpih1wvs 51 21 . . . cord-349217-vpih1wvs 52 1 This this DT cord-349217-vpih1wvs 52 2 approach approach NN cord-349217-vpih1wvs 52 3 contradicts contradict VBZ cord-349217-vpih1wvs 52 4 other other JJ cord-349217-vpih1wvs 52 5 modelling modelling NN cord-349217-vpih1wvs 52 6 approaches approach NNS cord-349217-vpih1wvs 52 7 to to TO cord-349217-vpih1wvs 52 8 COVID-19 covid-19 VB cord-349217-vpih1wvs 52 9 using use VBG cord-349217-vpih1wvs 52 10 an an DT cord-349217-vpih1wvs 52 11 S S NNP cord-349217-vpih1wvs 52 12 - - HYPH cord-349217-vpih1wvs 52 13 Curve Curve NNP cord-349217-vpih1wvs 52 14 model model NN cord-349217-vpih1wvs 52 15 ( ( -LRB- cord-349217-vpih1wvs 52 16 logistics logistics NN cord-349217-vpih1wvs 52 17 curve curve NN cord-349217-vpih1wvs 52 18 ) ) -RRB- cord-349217-vpih1wvs 52 19 that that WDT cord-349217-vpih1wvs 52 20 assumes assume VBZ cord-349217-vpih1wvs 52 21 convergence convergence NN cord-349217-vpih1wvs 52 22 . . . cord-349217-vpih1wvs 53 1 While while IN cord-349217-vpih1wvs 53 2 statistical statistical JJ cord-349217-vpih1wvs 53 3 approaches approach NNS cord-349217-vpih1wvs 53 4 to to TO cord-349217-vpih1wvs 53 5 model model VB cord-349217-vpih1wvs 53 6 selection selection NN cord-349217-vpih1wvs 53 7 ( ( -LRB- cord-349217-vpih1wvs 53 8 such such JJ cord-349217-vpih1wvs 53 9 as as IN cord-349217-vpih1wvs 53 10 information information NN cord-349217-vpih1wvs 53 11 criteria criterion NNS cord-349217-vpih1wvs 53 12 , , , cord-349217-vpih1wvs 53 13 which which WDT cord-349217-vpih1wvs 53 14 measure measure VBP cord-349217-vpih1wvs 53 15 the the DT cord-349217-vpih1wvs 53 16 maximum maximum JJ cord-349217-vpih1wvs 53 17 likelihood likelihood NN cord-349217-vpih1wvs 53 18 of of IN cord-349217-vpih1wvs 53 19 a a DT cord-349217-vpih1wvs 53 20 model model NN cord-349217-vpih1wvs 53 21 while while IN cord-349217-vpih1wvs 53 22 penalising penalise VBG cord-349217-vpih1wvs 53 23 for for IN cord-349217-vpih1wvs 53 24 its -PRON- PRP$ cord-349217-vpih1wvs 53 25 complexity complexity NN cord-349217-vpih1wvs 53 26 ) ) -RRB- cord-349217-vpih1wvs 53 27 could could MD cord-349217-vpih1wvs 53 28 be be VB cord-349217-vpih1wvs 53 29 used use VBN cord-349217-vpih1wvs 53 30 , , , cord-349217-vpih1wvs 53 31 we -PRON- PRP cord-349217-vpih1wvs 53 32 judgmentally judgmentally RB cord-349217-vpih1wvs 53 33 select select VBP cord-349217-vpih1wvs 53 34 a a DT cord-349217-vpih1wvs 53 35 model model NN cord-349217-vpih1wvs 53 36 [ [ -LRB- cord-349217-vpih1wvs 53 37 10 10 CD cord-349217-vpih1wvs 53 38 ] ] -RRB- cord-349217-vpih1wvs 54 1 to to TO cord-349217-vpih1wvs 54 2 better better RB cord-349217-vpih1wvs 54 3 reflect reflect VB cord-349217-vpih1wvs 54 4 the the DT cord-349217-vpih1wvs 54 5 nature nature NN cord-349217-vpih1wvs 54 6 of of IN cord-349217-vpih1wvs 54 7 the the DT cord-349217-vpih1wvs 54 8 data datum NNS cord-349217-vpih1wvs 54 9 . . . cord-349217-vpih1wvs 55 1 We -PRON- PRP cord-349217-vpih1wvs 55 2 opt opt VBP cord-349217-vpih1wvs 55 3 for for IN cord-349217-vpih1wvs 55 4 an an DT cord-349217-vpih1wvs 55 5 exponential exponential JJ cord-349217-vpih1wvs 55 6 smoothing smoothing NN cord-349217-vpih1wvs 55 7 model model NN cord-349217-vpih1wvs 55 8 with with IN cord-349217-vpih1wvs 55 9 multiplicative multiplicative JJ cord-349217-vpih1wvs 55 10 error error NN cord-349217-vpih1wvs 55 11 and and CC cord-349217-vpih1wvs 55 12 multiplicative multiplicative JJ cord-349217-vpih1wvs 55 13 trend trend NN cord-349217-vpih1wvs 55 14 components component NNS cord-349217-vpih1wvs 55 15 . . . cord-349217-vpih1wvs 56 1 Even even RB cord-349217-vpih1wvs 56 2 if if IN cord-349217-vpih1wvs 56 3 in in IN cord-349217-vpih1wvs 56 4 some some DT cord-349217-vpih1wvs 56 5 cases case NNS cord-349217-vpih1wvs 56 6 an an DT cord-349217-vpih1wvs 56 7 additive additive NN cord-349217-vpih1wvs 56 8 trend trend NN cord-349217-vpih1wvs 56 9 model model NN cord-349217-vpih1wvs 56 10 gave give VBD cord-349217-vpih1wvs 56 11 lower low JJR cord-349217-vpih1wvs 56 12 information information NN cord-349217-vpih1wvs 56 13 criteria criterion NNS cord-349217-vpih1wvs 56 14 values value NNS cord-349217-vpih1wvs 56 15 , , , cord-349217-vpih1wvs 56 16 we -PRON- PRP cord-349217-vpih1wvs 56 17 opted opt VBD cord-349217-vpih1wvs 56 18 for for IN cord-349217-vpih1wvs 56 19 the the DT cord-349217-vpih1wvs 56 20 multiplicative multiplicative JJ cord-349217-vpih1wvs 56 21 trend trend NN cord-349217-vpih1wvs 56 22 model model NN cord-349217-vpih1wvs 56 23 given give VBN cord-349217-vpih1wvs 56 24 the the DT cord-349217-vpih1wvs 56 25 asymmetric asymmetric JJ cord-349217-vpih1wvs 56 26 risks risk NNS cord-349217-vpih1wvs 56 27 involved involve VBN cord-349217-vpih1wvs 56 28 as as IN cord-349217-vpih1wvs 56 29 we -PRON- PRP cord-349217-vpih1wvs 56 30 believe believe VBP cord-349217-vpih1wvs 56 31 that that IN cord-349217-vpih1wvs 56 32 it -PRON- PRP cord-349217-vpih1wvs 56 33 is be VBZ cord-349217-vpih1wvs 56 34 better well JJR cord-349217-vpih1wvs 56 35 to to TO cord-349217-vpih1wvs 56 36 err err VB cord-349217-vpih1wvs 56 37 to to IN cord-349217-vpih1wvs 56 38 the the DT cord-349217-vpih1wvs 56 39 positive positive JJ cord-349217-vpih1wvs 56 40 direction direction NN cord-349217-vpih1wvs 56 41 . . . cord-349217-vpih1wvs 57 1 We -PRON- PRP cord-349217-vpih1wvs 57 2 produce produce VBP cord-349217-vpih1wvs 57 3 ten ten CD cord-349217-vpih1wvs 57 4 - - HYPH cord-349217-vpih1wvs 57 5 days day NNS cord-349217-vpih1wvs 57 6 - - HYPH cord-349217-vpih1wvs 57 7 ahead ahead RB cord-349217-vpih1wvs 57 8 point point NN cord-349217-vpih1wvs 57 9 forecasts forecast NNS cord-349217-vpih1wvs 57 10 and and CC cord-349217-vpih1wvs 57 11 prediction prediction NN cord-349217-vpih1wvs 57 12 intervals interval NNS cord-349217-vpih1wvs 57 13 and and CC cord-349217-vpih1wvs 57 14 update update VB cord-349217-vpih1wvs 57 15 our -PRON- PRP$ cord-349217-vpih1wvs 57 16 forecasts forecast NNS cord-349217-vpih1wvs 57 17 every every DT cord-349217-vpih1wvs 57 18 ten ten CD cord-349217-vpih1wvs 57 19 days day NNS cord-349217-vpih1wvs 57 20 . . . cord-349217-vpih1wvs 58 1 Please please UH cord-349217-vpih1wvs 58 2 note note VB cord-349217-vpih1wvs 58 3 that that IN cord-349217-vpih1wvs 58 4 this this DT cord-349217-vpih1wvs 58 5 is be VBZ cord-349217-vpih1wvs 58 6 not not RB cord-349217-vpih1wvs 58 7 an an DT cord-349217-vpih1wvs 58 8 ex ex JJ cord-349217-vpih1wvs 58 9 - - JJ cord-349217-vpih1wvs 58 10 post post JJ cord-349217-vpih1wvs 58 11 analysis analysis NN cord-349217-vpih1wvs 58 12 , , , cord-349217-vpih1wvs 58 13 but but CC cord-349217-vpih1wvs 58 14 a a DT cord-349217-vpih1wvs 58 15 real real JJ cord-349217-vpih1wvs 58 16 , , , cord-349217-vpih1wvs 58 17 live live JJ cord-349217-vpih1wvs 58 18 forecasting forecasting NN cord-349217-vpih1wvs 58 19 exercise exercise NN cord-349217-vpih1wvs 58 20 . . . cord-349217-vpih1wvs 59 1 We -PRON- PRP cord-349217-vpih1wvs 59 2 have have VBP cord-349217-vpih1wvs 59 3 been be VBN cord-349217-vpih1wvs 59 4 posting post VBG cord-349217-vpih1wvs 59 5 and and CC cord-349217-vpih1wvs 59 6 evaluating evaluate VBG cord-349217-vpih1wvs 59 7 our -PRON- PRP$ cord-349217-vpih1wvs 59 8 forecasts forecast NNS cord-349217-vpih1wvs 59 9 publicly publicly RB cord-349217-vpih1wvs 59 10 in in IN cord-349217-vpih1wvs 59 11 social social JJ cord-349217-vpih1wvs 59 12 media medium NNS cord-349217-vpih1wvs 60 1 ( ( -LRB- cord-349217-vpih1wvs 60 2 please please UH cord-349217-vpih1wvs 60 3 , , , cord-349217-vpih1wvs 60 4 refer refer VB cord-349217-vpih1wvs 60 5 to to IN cord-349217-vpih1wvs 60 6 the the DT cord-349217-vpih1wvs 60 7 Twitter Twitter NNP cord-349217-vpih1wvs 60 8 accounts account NNS cord-349217-vpih1wvs 60 9 of of IN cord-349217-vpih1wvs 60 10 the the DT cord-349217-vpih1wvs 60 11 authors author NNS cord-349217-vpih1wvs 60 12 , , , cord-349217-vpih1wvs 60 13 @fotpetr @fotpetr NNS cord-349217-vpih1wvs 60 14 and and CC cord-349217-vpih1wvs 60 15 @spyrosmakrid @spyrosmakrid NN cord-349217-vpih1wvs 60 16 ) ) -RRB- cord-349217-vpih1wvs 60 17 . . . cord-349217-vpih1wvs 61 1 We -PRON- PRP cord-349217-vpih1wvs 61 2 first first RB cord-349217-vpih1wvs 61 3 started start VBD cord-349217-vpih1wvs 61 4 at at IN cord-349217-vpih1wvs 61 5 the the DT cord-349217-vpih1wvs 61 6 end end NN cord-349217-vpih1wvs 61 7 of of IN cord-349217-vpih1wvs 61 8 January January NNP cord-349217-vpih1wvs 61 9 31 31 CD cord-349217-vpih1wvs 61 10 , , , cord-349217-vpih1wvs 61 11 2020 2020 CD cord-349217-vpih1wvs 61 12 and and CC cord-349217-vpih1wvs 61 13 only only RB cord-349217-vpih1wvs 61 14 had have VBD cord-349217-vpih1wvs 61 15 ten ten CD cord-349217-vpih1wvs 61 16 actual actual JJ cord-349217-vpih1wvs 61 17 data data NN cord-349217-vpih1wvs 61 18 points point NNS cord-349217-vpih1wvs 61 19 in in IN cord-349217-vpih1wvs 61 20 hand hand NN cord-349217-vpih1wvs 61 21 . . . cord-349217-vpih1wvs 62 1 We -PRON- PRP cord-349217-vpih1wvs 62 2 decided decide VBD cord-349217-vpih1wvs 62 3 to to TO cord-349217-vpih1wvs 62 4 use use VB cord-349217-vpih1wvs 62 5 a a DT cord-349217-vpih1wvs 62 6 multiplicative multiplicative JJ cord-349217-vpih1wvs 62 7 trend trend NN cord-349217-vpih1wvs 62 8 exponential exponential JJ cord-349217-vpih1wvs 62 9 smoothing smoothing NN cord-349217-vpih1wvs 62 10 model model NN cord-349217-vpih1wvs 62 11 . . . cord-349217-vpih1wvs 63 1 The the DT cord-349217-vpih1wvs 63 2 forecasts forecast NNS cord-349217-vpih1wvs 63 3 ( ( -LRB- cord-349217-vpih1wvs 63 4 and and CC cord-349217-vpih1wvs 63 5 90 90 CD cord-349217-vpih1wvs 63 6 % % NN cord-349217-vpih1wvs 63 7 prediction prediction NN cord-349217-vpih1wvs 63 8 intervals interval NNS cord-349217-vpih1wvs 63 9 ) ) -RRB- cord-349217-vpih1wvs 63 10 produced produce VBN cord-349217-vpih1wvs 63 11 at at IN cord-349217-vpih1wvs 63 12 the the DT cord-349217-vpih1wvs 63 13 end end NN cord-349217-vpih1wvs 63 14 of of IN cord-349217-vpih1wvs 63 15 31/01/2020 31/01/2020 CD cord-349217-vpih1wvs 63 16 are be VBP cord-349217-vpih1wvs 63 17 presented present VBN cord-349217-vpih1wvs 63 18 in in IN cord-349217-vpih1wvs 63 19 Fig Fig NNP cord-349217-vpih1wvs 63 20 2 2 CD cord-349217-vpih1wvs 63 21 with with IN cord-349217-vpih1wvs 63 22 red red JJ cord-349217-vpih1wvs 63 23 ( ( -LRB- cord-349217-vpih1wvs 63 24 and and CC cord-349217-vpih1wvs 63 25 pink pink JJ cord-349217-vpih1wvs 63 26 ) ) -RRB- cord-349217-vpih1wvs 63 27 colour colour NN cord-349217-vpih1wvs 63 28 . . . cord-349217-vpih1wvs 64 1 Note note VB cord-349217-vpih1wvs 64 2 that that IN cord-349217-vpih1wvs 64 3 the the DT cord-349217-vpih1wvs 64 4 vertical vertical JJ cord-349217-vpih1wvs 64 5 axis axis NN cord-349217-vpih1wvs 64 6 is be VBZ cord-349217-vpih1wvs 64 7 log log NN cord-349217-vpih1wvs 64 8 - - HYPH cord-349217-vpih1wvs 64 9 scaled scale VBN cord-349217-vpih1wvs 64 10 . . . cord-349217-vpih1wvs 65 1 The the DT cord-349217-vpih1wvs 65 2 mean mean JJ cord-349217-vpih1wvs 65 3 estimate estimate NN cord-349217-vpih1wvs 65 4 ( ( -LRB- cord-349217-vpih1wvs 65 5 point point NN cord-349217-vpih1wvs 65 6 forecast forecast NNP cord-349217-vpih1wvs 65 7 ) ) -RRB- cord-349217-vpih1wvs 65 8 for for IN cord-349217-vpih1wvs 65 9 the the DT cord-349217-vpih1wvs 65 10 confirmed confirm VBN cord-349217-vpih1wvs 65 11 cases case NNS cord-349217-vpih1wvs 65 12 ten ten CD cord-349217-vpih1wvs 65 13 - - HYPH cord-349217-vpih1wvs 65 14 days day NNS cord-349217-vpih1wvs 65 15 - - HYPH cord-349217-vpih1wvs 65 16 ahead ahead RB cord-349217-vpih1wvs 65 17 was be VBD cord-349217-vpih1wvs 65 18 209 209 CD cord-349217-vpih1wvs 65 19 thousand thousand CD cord-349217-vpih1wvs 65 20 with with IN cord-349217-vpih1wvs 65 21 the the DT cord-349217-vpih1wvs 65 22 90 90 CD cord-349217-vpih1wvs 65 23 % % NN cord-349217-vpih1wvs 65 24 prediction prediction NN cord-349217-vpih1wvs 65 25 intervals interval NNS cord-349217-vpih1wvs 65 26 ranging range VBG cord-349217-vpih1wvs 65 27 from from IN cord-349217-vpih1wvs 65 28 about about RB cord-349217-vpih1wvs 65 29 38 38 CD cord-349217-vpih1wvs 65 30 to to TO cord-349217-vpih1wvs 65 31 534 534 CD cord-349217-vpih1wvs 65 32 thousand thousand CD cord-349217-vpih1wvs 65 33 cases case NNS cord-349217-vpih1wvs 65 34 . . . cord-349217-vpih1wvs 66 1 The the DT cord-349217-vpih1wvs 66 2 actual actual NN cord-349217-vpih1wvs 66 3 confirmed confirm VBN cord-349217-vpih1wvs 66 4 cases case NNS cord-349217-vpih1wvs 66 5 on on IN cord-349217-vpih1wvs 66 6 10/02/2020 10/02/2020 CD cord-349217-vpih1wvs 66 7 were be VBD cord-349217-vpih1wvs 66 8 just just RB cord-349217-vpih1wvs 66 9 under under IN cord-349217-vpih1wvs 66 10 43 43 CD cord-349217-vpih1wvs 66 11 thousand thousand CD cord-349217-vpih1wvs 66 12 . . . cord-349217-vpih1wvs 67 1 We -PRON- PRP cord-349217-vpih1wvs 67 2 observe observe VBP cord-349217-vpih1wvs 67 3 a a DT cord-349217-vpih1wvs 67 4 considerable considerable JJ cord-349217-vpih1wvs 67 5 forecast forecast NN cord-349217-vpih1wvs 67 6 error error NN cord-349217-vpih1wvs 67 7 from from IN cord-349217-vpih1wvs 67 8 the the DT cord-349217-vpih1wvs 67 9 mean mean JJ cord-349217-vpih1wvs 67 10 estimate estimate NN cord-349217-vpih1wvs 67 11 equal equal JJ cord-349217-vpih1wvs 67 12 to to IN cord-349217-vpih1wvs 67 13 166 166 CD cord-349217-vpih1wvs 67 14 thousand thousand CD cord-349217-vpih1wvs 67 15 cases case NNS cord-349217-vpih1wvs 67 16 ( ( -LRB- cord-349217-vpih1wvs 67 17 an an DT cord-349217-vpih1wvs 67 18 absolute absolute JJ cord-349217-vpih1wvs 67 19 percentage percentage NN cord-349217-vpih1wvs 67 20 error error NN cord-349217-vpih1wvs 67 21 of of IN cord-349217-vpih1wvs 67 22 388 388 CD cord-349217-vpih1wvs 67 23 % % NN cord-349217-vpih1wvs 67 24 ) ) -RRB- cord-349217-vpih1wvs 67 25 , , , cord-349217-vpih1wvs 67 26 with with IN cord-349217-vpih1wvs 67 27 the the DT cord-349217-vpih1wvs 67 28 forecasts forecast NNS cord-349217-vpih1wvs 67 29 being be VBG cord-349217-vpih1wvs 67 30 extremely extremely RB cord-349217-vpih1wvs 67 31 positively positively RB cord-349217-vpih1wvs 67 32 biased biased JJ cord-349217-vpih1wvs 67 33 . . . cord-349217-vpih1wvs 68 1 Still still RB cord-349217-vpih1wvs 68 2 , , , cord-349217-vpih1wvs 68 3 the the DT cord-349217-vpih1wvs 68 4 actual actual JJ cord-349217-vpih1wvs 68 5 cases case NNS cord-349217-vpih1wvs 68 6 lie lie VBP cord-349217-vpih1wvs 68 7 within within IN cord-349217-vpih1wvs 68 8 the the DT cord-349217-vpih1wvs 68 9 prediction prediction NN cord-349217-vpih1wvs 68 10 intervals interval NNS cord-349217-vpih1wvs 68 11 . . . cord-349217-vpih1wvs 69 1 Then then RB cord-349217-vpih1wvs 69 2 , , , cord-349217-vpih1wvs 69 3 we -PRON- PRP cord-349217-vpih1wvs 69 4 increased increase VBD cord-349217-vpih1wvs 69 5 the the DT cord-349217-vpih1wvs 69 6 historical historical JJ cord-349217-vpih1wvs 69 7 number number NN cord-349217-vpih1wvs 69 8 of of IN cord-349217-vpih1wvs 69 9 our -PRON- PRP$ cord-349217-vpih1wvs 69 10 data datum NNS cord-349217-vpih1wvs 69 11 to to TO cord-349217-vpih1wvs 69 12 include include VB cord-349217-vpih1wvs 69 13 cases case NNS cord-349217-vpih1wvs 69 14 up up RP cord-349217-vpih1wvs 69 15 to to IN cord-349217-vpih1wvs 69 16 the the DT cord-349217-vpih1wvs 69 17 end end NN cord-349217-vpih1wvs 69 18 of of IN cord-349217-vpih1wvs 69 19 February February NNP cord-349217-vpih1wvs 69 20 10 10 CD cord-349217-vpih1wvs 69 21 , , , cord-349217-vpih1wvs 69 22 2020 2020 CD cord-349217-vpih1wvs 69 23 ( ( -LRB- cord-349217-vpih1wvs 69 24 20 20 CD cord-349217-vpih1wvs 69 25 data data NN cord-349217-vpih1wvs 69 26 points point NNS cord-349217-vpih1wvs 69 27 ) ) -RRB- cord-349217-vpih1wvs 69 28 . . . cord-349217-vpih1wvs 70 1 We -PRON- PRP cord-349217-vpih1wvs 70 2 once once RB cord-349217-vpih1wvs 70 3 again again RB cord-349217-vpih1wvs 70 4 produced produce VBD cord-349217-vpih1wvs 70 5 ten ten CD cord-349217-vpih1wvs 70 6 - - HYPH cord-349217-vpih1wvs 70 7 days day NNS cord-349217-vpih1wvs 70 8 - - HYPH cord-349217-vpih1wvs 70 9 ahead ahead NN cord-349217-vpih1wvs 70 10 predictions prediction NNS cord-349217-vpih1wvs 70 11 . . . cord-349217-vpih1wvs 71 1 The the DT cord-349217-vpih1wvs 71 2 forecasts forecast NNS cord-349217-vpih1wvs 71 3 and and CC cord-349217-vpih1wvs 71 4 prediction prediction NN cord-349217-vpih1wvs 71 5 intervals interval NNS cord-349217-vpih1wvs 71 6 are be VBP cord-349217-vpih1wvs 71 7 depicted depict VBN cord-349217-vpih1wvs 71 8 in in IN cord-349217-vpih1wvs 71 9 Fig Fig NNP cord-349217-vpih1wvs 71 10 2 2 CD cord-349217-vpih1wvs 71 11 with with IN cord-349217-vpih1wvs 71 12 blue blue JJ cord-349217-vpih1wvs 71 13 colour colour NN cord-349217-vpih1wvs 71 14 . . . cord-349217-vpih1wvs 72 1 We -PRON- PRP cord-349217-vpih1wvs 72 2 observe observe VBP cord-349217-vpih1wvs 72 3 that that IN cord-349217-vpih1wvs 72 4 the the DT cord-349217-vpih1wvs 72 5 actual actual JJ cord-349217-vpih1wvs 72 6 values value NNS cord-349217-vpih1wvs 72 7 for for IN cord-349217-vpih1wvs 72 8 the the DT cord-349217-vpih1wvs 72 9 period period NN cord-349217-vpih1wvs 72 10 11/02/2020 11/02/2020 CD cord-349217-vpih1wvs 72 11 until until IN cord-349217-vpih1wvs 72 12 20/02/2020 20/02/2020 CD cord-349217-vpih1wvs 72 13 closely closely RB cord-349217-vpih1wvs 72 14 follow follow VBP cord-349217-vpih1wvs 72 15 the the DT cord-349217-vpih1wvs 72 16 mean mean JJ cord-349217-vpih1wvs 72 17 estimate estimate NN cord-349217-vpih1wvs 72 18 . . . cord-349217-vpih1wvs 73 1 The the DT cord-349217-vpih1wvs 73 2 forecast forecast NN cord-349217-vpih1wvs 73 3 error error NN cord-349217-vpih1wvs 73 4 on on IN cord-349217-vpih1wvs 73 5 20/02/2020 20/02/2020 CD cord-349217-vpih1wvs 73 6 was be VBD cord-349217-vpih1wvs 73 7 5.8 5.8 CD cord-349217-vpih1wvs 73 8 thousand thousand CD cord-349217-vpih1wvs 73 9 cases case NNS cord-349217-vpih1wvs 73 10 ( ( -LRB- cord-349217-vpih1wvs 73 11 an an DT cord-349217-vpih1wvs 73 12 absolute absolute JJ cord-349217-vpih1wvs 73 13 percentage percentage NN cord-349217-vpih1wvs 73 14 error error NN cord-349217-vpih1wvs 73 15 of of IN cord-349217-vpih1wvs 73 16 7.7 7.7 CD cord-349217-vpih1wvs 73 17 % % NN cord-349217-vpih1wvs 73 18 ) ) -RRB- cord-349217-vpih1wvs 73 19 . . . cord-349217-vpih1wvs 74 1 This this DT cord-349217-vpih1wvs 74 2 was be VBD cord-349217-vpih1wvs 74 3 despite despite IN cord-349217-vpih1wvs 74 4 the the DT cord-349217-vpih1wvs 74 5 change change NN cord-349217-vpih1wvs 74 6 that that WDT cord-349217-vpih1wvs 74 7 was be VBD cord-349217-vpih1wvs 74 8 made make VBN cord-349217-vpih1wvs 74 9 on on IN cord-349217-vpih1wvs 74 10 13/02/2020 13/02/2020 CD cord-349217-vpih1wvs 74 11 with with IN cord-349217-vpih1wvs 74 12 regards regard NNS cord-349217-vpih1wvs 74 13 to to IN cord-349217-vpih1wvs 74 14 how how WRB cord-349217-vpih1wvs 74 15 confirmed confirm VBN cord-349217-vpih1wvs 74 16 cases case NNS cord-349217-vpih1wvs 74 17 are be VBP cord-349217-vpih1wvs 74 18 recorded record VBN cord-349217-vpih1wvs 74 19 to to IN cord-349217-vpih1wvs 74 20 now now RB cord-349217-vpih1wvs 74 21 include include VB cord-349217-vpih1wvs 74 22 " " `` cord-349217-vpih1wvs 74 23 clinically clinically RB cord-349217-vpih1wvs 74 24 diagnosed diagnose VBN cord-349217-vpih1wvs 74 25 " " '' cord-349217-vpih1wvs 74 26 instances instance NNS cord-349217-vpih1wvs 74 27 as as IN cord-349217-vpih1wvs 74 28 opposed oppose VBN cord-349217-vpih1wvs 74 29 to to IN cord-349217-vpih1wvs 74 30 exclusively exclusively RB cord-349217-vpih1wvs 74 31 lab lab NN cord-349217-vpih1wvs 74 32 - - HYPH cord-349217-vpih1wvs 74 33 confirmed confirm VBN cord-349217-vpih1wvs 74 34 . . . cord-349217-vpih1wvs 75 1 One one CD cord-349217-vpih1wvs 75 2 crucial crucial JJ cord-349217-vpih1wvs 75 3 observation observation NN cord-349217-vpih1wvs 75 4 is be VBZ cord-349217-vpih1wvs 75 5 that that IN cord-349217-vpih1wvs 75 6 this this DT cord-349217-vpih1wvs 75 7 more more RBR cord-349217-vpih1wvs 75 8 accurate accurate JJ cord-349217-vpih1wvs 75 9 forecast forecast NN cord-349217-vpih1wvs 75 10 came come VBD cord-349217-vpih1wvs 75 11 with with IN cord-349217-vpih1wvs 75 12 a a DT cord-349217-vpih1wvs 75 13 significant significant JJ cord-349217-vpih1wvs 75 14 decrease decrease NN cord-349217-vpih1wvs 75 15 in in IN cord-349217-vpih1wvs 75 16 the the DT cord-349217-vpih1wvs 75 17 steepness steepness NN cord-349217-vpih1wvs 75 18 of of IN cord-349217-vpih1wvs 75 19 the the DT cord-349217-vpih1wvs 75 20 slope slope NN cord-349217-vpih1wvs 75 21 compared compare VBN cord-349217-vpih1wvs 75 22 to to IN cord-349217-vpih1wvs 75 23 the the DT cord-349217-vpih1wvs 75 24 forecast forecast NN cord-349217-vpih1wvs 75 25 for for IN cord-349217-vpih1wvs 75 26 the the DT cord-349217-vpih1wvs 75 27 previous previous JJ cord-349217-vpih1wvs 75 28 ten ten CD cord-349217-vpih1wvs 75 29 - - HYPH cord-349217-vpih1wvs 75 30 days day NNS cord-349217-vpih1wvs 75 31 period period NN cord-349217-vpih1wvs 75 32 . . . cord-349217-vpih1wvs 76 1 Another another DT cord-349217-vpih1wvs 76 2 observation observation NN cord-349217-vpih1wvs 76 3 is be VBZ cord-349217-vpih1wvs 76 4 that that IN cord-349217-vpih1wvs 76 5 at at IN cord-349217-vpih1wvs 76 6 the the DT cord-349217-vpih1wvs 76 7 end end NN cord-349217-vpih1wvs 76 8 of of IN cord-349217-vpih1wvs 76 9 20/02/2020 20/02/2020 CD cord-349217-vpih1wvs 76 10 , , , cord-349217-vpih1wvs 76 11 we -PRON- PRP cord-349217-vpih1wvs 76 12 were be VBD cord-349217-vpih1wvs 76 13 still still RB cord-349217-vpih1wvs 76 14 over over RB cord-349217-vpih1wvs 76 15 - - HYPH cord-349217-vpih1wvs 76 16 forecasting forecast VBG cord-349217-vpih1wvs 76 17 the the DT cord-349217-vpih1wvs 76 18 number number NN cord-349217-vpih1wvs 76 19 of of IN cord-349217-vpih1wvs 76 20 confirmed confirm VBN cord-349217-vpih1wvs 76 21 cases case NNS cord-349217-vpih1wvs 76 22 . . . cord-349217-vpih1wvs 77 1 Finally finally RB cord-349217-vpih1wvs 77 2 , , , cord-349217-vpih1wvs 77 3 all all DT cord-349217-vpih1wvs 77 4 actual actual JJ cord-349217-vpih1wvs 77 5 values value NNS cord-349217-vpih1wvs 77 6 lied lie VBD cord-349217-vpih1wvs 77 7 well well RB cord-349217-vpih1wvs 77 8 inside inside IN cord-349217-vpih1wvs 77 9 the the DT cord-349217-vpih1wvs 77 10 prediction prediction NN cord-349217-vpih1wvs 77 11 intervals interval NNS cord-349217-vpih1wvs 77 12 range range VBP cord-349217-vpih1wvs 77 13 . . . cord-349217-vpih1wvs 78 1 We -PRON- PRP cord-349217-vpih1wvs 78 2 produced produce VBD cord-349217-vpih1wvs 78 3 a a DT cord-349217-vpih1wvs 78 4 third third JJ cord-349217-vpih1wvs 78 5 set set NN cord-349217-vpih1wvs 78 6 of of IN cord-349217-vpih1wvs 78 7 forecasts forecast NNS cord-349217-vpih1wvs 78 8 and and CC cord-349217-vpih1wvs 78 9 prediction prediction NN cord-349217-vpih1wvs 78 10 intervals interval NNS cord-349217-vpih1wvs 78 11 using use VBG cord-349217-vpih1wvs 78 12 the the DT cord-349217-vpih1wvs 78 13 data datum NNS cord-349217-vpih1wvs 78 14 up up IN cord-349217-vpih1wvs 78 15 until until IN cord-349217-vpih1wvs 78 16 20/02/ 20/02/ CD cord-349217-vpih1wvs 78 17 2020 2020 CD cord-349217-vpih1wvs 78 18 . . . cord-349217-vpih1wvs 79 1 The the DT cord-349217-vpih1wvs 79 2 forecasts forecast NNS cord-349217-vpih1wvs 79 3 are be VBP cord-349217-vpih1wvs 79 4 presented present VBN cord-349217-vpih1wvs 79 5 in in IN cord-349217-vpih1wvs 79 6 Fig Fig NNP cord-349217-vpih1wvs 79 7 2 2 CD cord-349217-vpih1wvs 79 8 with with IN cord-349217-vpih1wvs 79 9 green green JJ cord-349217-vpih1wvs 79 10 colour colour NN cord-349217-vpih1wvs 79 11 . . . cord-349217-vpih1wvs 80 1 The the DT cord-349217-vpih1wvs 80 2 mean mean JJ cord-349217-vpih1wvs 80 3 estimate estimate NN cord-349217-vpih1wvs 80 4 for for IN cord-349217-vpih1wvs 80 5 ten ten CD cord-349217-vpih1wvs 80 6 - - HYPH cord-349217-vpih1wvs 80 7 daysahead daysahead NN cord-349217-vpih1wvs 80 8 ( ( -LRB- cord-349217-vpih1wvs 80 9 01/03/2020 01/03/2020 CD cord-349217-vpih1wvs 80 10 ) ) -RRB- cord-349217-vpih1wvs 80 11 was be VBD cord-349217-vpih1wvs 80 12 83 83 CD cord-349217-vpih1wvs 80 13 thousand thousand CD cord-349217-vpih1wvs 80 14 cases case NNS cord-349217-vpih1wvs 80 15 . . . cord-349217-vpih1wvs 81 1 The the DT cord-349217-vpih1wvs 81 2 slope slope NN cord-349217-vpih1wvs 81 3 of of IN cord-349217-vpih1wvs 81 4 the the DT cord-349217-vpih1wvs 81 5 forecasts forecast NNS cord-349217-vpih1wvs 81 6 was be VBD cord-349217-vpih1wvs 81 7 , , , cord-349217-vpih1wvs 81 8 once once RB cord-349217-vpih1wvs 81 9 again again RB cord-349217-vpih1wvs 81 10 , , , cord-349217-vpih1wvs 81 11 lower lower RBR cord-349217-vpih1wvs 81 12 compared compare VBN cord-349217-vpih1wvs 81 13 to to IN cord-349217-vpih1wvs 81 14 the the DT cord-349217-vpih1wvs 81 15 previous previous JJ cord-349217-vpih1wvs 81 16 two two CD cord-349217-vpih1wvs 81 17 sets set NNS cord-349217-vpih1wvs 81 18 of of IN cord-349217-vpih1wvs 81 19 forecasts forecast NNS cord-349217-vpih1wvs 81 20 , , , cord-349217-vpih1wvs 81 21 confirming confirm VBG cord-349217-vpih1wvs 81 22 the the DT cord-349217-vpih1wvs 81 23 fact fact NN cord-349217-vpih1wvs 81 24 that that IN cord-349217-vpih1wvs 81 25 the the DT cord-349217-vpih1wvs 81 26 observed observe VBN cord-349217-vpih1wvs 81 27 confirmed confirm VBN cord-349217-vpih1wvs 81 28 cases case NNS cord-349217-vpih1wvs 81 29 ( ( -LRB- cord-349217-vpih1wvs 81 30 up up IN cord-349217-vpih1wvs 81 31 until until IN cord-349217-vpih1wvs 81 32 20/02/2020 20/02/2020 CD cord-349217-vpih1wvs 81 33 ) ) -RRB- cord-349217-vpih1wvs 81 34 show show VBP cord-349217-vpih1wvs 81 35 a a DT cord-349217-vpih1wvs 81 36 steady steady JJ cord-349217-vpih1wvs 81 37 decrease decrease NN cord-349217-vpih1wvs 81 38 . . . cord-349217-vpih1wvs 82 1 We -PRON- PRP cord-349217-vpih1wvs 82 2 also also RB cord-349217-vpih1wvs 82 3 observed observe VBD cord-349217-vpih1wvs 82 4 a a DT cord-349217-vpih1wvs 82 5 significant significant JJ cord-349217-vpih1wvs 82 6 decrease decrease NN cord-349217-vpih1wvs 82 7 in in IN cord-349217-vpih1wvs 82 8 the the DT cord-349217-vpih1wvs 82 9 associated associate VBN cord-349217-vpih1wvs 82 10 forecast forecast NN cord-349217-vpih1wvs 82 11 uncertainty uncertainty NN cord-349217-vpih1wvs 82 12 , , , cord-349217-vpih1wvs 82 13 with with IN cord-349217-vpih1wvs 82 14 the the DT cord-349217-vpih1wvs 82 15 prediction prediction NN cord-349217-vpih1wvs 82 16 intervals interval NNS cord-349217-vpih1wvs 82 17 being be VBG cord-349217-vpih1wvs 82 18 much much RB cord-349217-vpih1wvs 82 19 tighter tight JJR cord-349217-vpih1wvs 82 20 compared compare VBN cord-349217-vpih1wvs 82 21 to to IN cord-349217-vpih1wvs 82 22 our -PRON- PRP$ cord-349217-vpih1wvs 82 23 past past JJ cord-349217-vpih1wvs 82 24 forecasts forecast NNS cord-349217-vpih1wvs 82 25 . . . cord-349217-vpih1wvs 83 1 The the DT cord-349217-vpih1wvs 83 2 90 90 CD cord-349217-vpih1wvs 83 3 % % NN cord-349217-vpih1wvs 83 4 prediction prediction NN cord-349217-vpih1wvs 83 5 intervals interval NNS cord-349217-vpih1wvs 83 6 worst bad JJS cord-349217-vpih1wvs 83 7 - - HYPH cord-349217-vpih1wvs 83 8 case case NN cord-349217-vpih1wvs 83 9 scenario scenario NN cord-349217-vpih1wvs 83 10 was be VBD cord-349217-vpih1wvs 83 11 about about RB cord-349217-vpih1wvs 83 12 600 600 CD cord-349217-vpih1wvs 83 13 thousand thousand CD cord-349217-vpih1wvs 83 14 cases case NNS cord-349217-vpih1wvs 83 15 , , , cord-349217-vpih1wvs 83 16 which which WDT cord-349217-vpih1wvs 83 17 is be VBZ cord-349217-vpih1wvs 83 18 halved halve VBN cord-349217-vpih1wvs 83 19 compared compare VBN cord-349217-vpih1wvs 83 20 to to IN cord-349217-vpih1wvs 83 21 that that DT cord-349217-vpih1wvs 83 22 of of IN cord-349217-vpih1wvs 83 23 the the DT cord-349217-vpih1wvs 83 24 last last JJ cord-349217-vpih1wvs 83 25 round round NN cord-349217-vpih1wvs 83 26 of of IN cord-349217-vpih1wvs 83 27 forecasts forecast NNS cord-349217-vpih1wvs 83 28 ( ( -LRB- cord-349217-vpih1wvs 83 29 1.2 1.2 CD cord-349217-vpih1wvs 83 30 million million CD cord-349217-vpih1wvs 83 31 cases case NNS cord-349217-vpih1wvs 83 32 ) ) -RRB- cord-349217-vpih1wvs 83 33 . . . cord-349217-vpih1wvs 84 1 The the DT cord-349217-vpih1wvs 84 2 actual actual NN cord-349217-vpih1wvs 84 3 confirmed confirm VBN cord-349217-vpih1wvs 84 4 cases case NNS cord-349217-vpih1wvs 84 5 at at IN cord-349217-vpih1wvs 84 6 the the DT cord-349217-vpih1wvs 84 7 end end NN cord-349217-vpih1wvs 84 8 of of IN cord-349217-vpih1wvs 84 9 01/03/2020 01/03/2020 CD cord-349217-vpih1wvs 84 10 were be VBD cord-349217-vpih1wvs 84 11 88 88 CD cord-349217-vpih1wvs 84 12 thousand thousand CD cord-349217-vpih1wvs 84 13 . . . cord-349217-vpih1wvs 85 1 At at IN cord-349217-vpih1wvs 85 2 the the DT cord-349217-vpih1wvs 85 3 end end NN cord-349217-vpih1wvs 85 4 of of IN cord-349217-vpih1wvs 85 5 this this DT cord-349217-vpih1wvs 85 6 third third JJ cord-349217-vpih1wvs 85 7 round round NN cord-349217-vpih1wvs 85 8 of of IN cord-349217-vpih1wvs 85 9 forecasts forecast NNS cord-349217-vpih1wvs 85 10 , , , cord-349217-vpih1wvs 85 11 we -PRON- PRP cord-349217-vpih1wvs 85 12 recorded record VBD cord-349217-vpih1wvs 85 13 an an DT cord-349217-vpih1wvs 85 14 error error NN cord-349217-vpih1wvs 85 15 of of IN cord-349217-vpih1wvs 85 16 5.5 5.5 CD cord-349217-vpih1wvs 85 17 thousand thousand CD cord-349217-vpih1wvs 85 18 cases case NNS cord-349217-vpih1wvs 85 19 ( ( -LRB- cord-349217-vpih1wvs 85 20 6.2 6.2 CD cord-349217-vpih1wvs 85 21 % % NN cord-349217-vpih1wvs 85 22 ) ) -RRB- cord-349217-vpih1wvs 85 23 . . . cord-349217-vpih1wvs 86 1 While while IN cord-349217-vpih1wvs 86 2 this this DT cord-349217-vpih1wvs 86 3 error error NN cord-349217-vpih1wvs 86 4 was be VBD cord-349217-vpih1wvs 86 5 lower low JJR cord-349217-vpih1wvs 86 6 than than IN cord-349217-vpih1wvs 86 7 the the DT cord-349217-vpih1wvs 86 8 previous previous JJ cord-349217-vpih1wvs 86 9 round round NN cord-349217-vpih1wvs 86 10 ( ( -LRB- cord-349217-vpih1wvs 86 11 in in IN cord-349217-vpih1wvs 86 12 both both CC cord-349217-vpih1wvs 86 13 absolute absolute JJ cord-349217-vpih1wvs 86 14 and and CC cord-349217-vpih1wvs 86 15 percentage percentage NN cord-349217-vpih1wvs 86 16 terms term NNS cord-349217-vpih1wvs 86 17 ) ) -RRB- cord-349217-vpih1wvs 86 18 , , , cord-349217-vpih1wvs 86 19 it -PRON- PRP cord-349217-vpih1wvs 86 20 was be VBD cord-349217-vpih1wvs 86 21 the the DT cord-349217-vpih1wvs 86 22 first first JJ cord-349217-vpih1wvs 86 23 time time NN cord-349217-vpih1wvs 86 24 that that WDT cord-349217-vpih1wvs 86 25 our -PRON- PRP$ cord-349217-vpih1wvs 86 26 10-days 10-days CD cord-349217-vpih1wvs 86 27 ahead ahead RB cord-349217-vpih1wvs 86 28 forecast forecast NN cord-349217-vpih1wvs 86 29 were be VBD cord-349217-vpih1wvs 86 30 below below IN cord-349217-vpih1wvs 86 31 the the DT cord-349217-vpih1wvs 86 32 actual actual JJ cord-349217-vpih1wvs 86 33 values value NNS cord-349217-vpih1wvs 86 34 ( ( -LRB- cord-349217-vpih1wvs 86 35 under under IN cord-349217-vpih1wvs 86 36 - - HYPH cord-349217-vpih1wvs 86 37 forecasting forecasting NN cord-349217-vpih1wvs 86 38 ) ) -RRB- cord-349217-vpih1wvs 86 39 . . . cord-349217-vpih1wvs 87 1 This this DT cord-349217-vpih1wvs 87 2 was be VBD cord-349217-vpih1wvs 87 3 because because IN cord-349217-vpih1wvs 87 4 the the DT cord-349217-vpih1wvs 87 5 virus virus NN cord-349217-vpih1wvs 87 6 had have VBD cord-349217-vpih1wvs 87 7 been be VBN cord-349217-vpih1wvs 87 8 spreading spread VBG cord-349217-vpih1wvs 87 9 in in IN cord-349217-vpih1wvs 87 10 three three CD cord-349217-vpih1wvs 87 11 countries country NNS cord-349217-vpih1wvs 87 12 outside outside IN cord-349217-vpih1wvs 87 13 Mainland Mainland NNP cord-349217-vpih1wvs 87 14 China China NNP cord-349217-vpih1wvs 88 1 ( ( -LRB- cord-349217-vpih1wvs 88 2 South South NNP cord-349217-vpih1wvs 88 3 Korea Korea NNP cord-349217-vpih1wvs 88 4 , , , cord-349217-vpih1wvs 88 5 Iran Iran NNP cord-349217-vpih1wvs 88 6 , , , cord-349217-vpih1wvs 88 7 and and CC cord-349217-vpih1wvs 88 8 Italy Italy NNP cord-349217-vpih1wvs 88 9 ) ) -RRB- cord-349217-vpih1wvs 88 10 . . . cord-349217-vpih1wvs 89 1 Our -PRON- PRP$ cord-349217-vpih1wvs 89 2 fourth fourth JJ cord-349217-vpih1wvs 89 3 round round NN cord-349217-vpih1wvs 89 4 of of IN cord-349217-vpih1wvs 89 5 forecasts forecast NNS cord-349217-vpih1wvs 89 6 is be VBZ cord-349217-vpih1wvs 89 7 shown show VBN cord-349217-vpih1wvs 89 8 in in IN cord-349217-vpih1wvs 89 9 Fig Fig NNP cord-349217-vpih1wvs 89 10 2 2 CD cord-349217-vpih1wvs 89 11 with with IN cord-349217-vpih1wvs 89 12 purple purple JJ cord-349217-vpih1wvs 89 13 colour colour NN cord-349217-vpih1wvs 89 14 . . . cord-349217-vpih1wvs 90 1 The the DT cord-349217-vpih1wvs 90 2 mean mean JJ cord-349217-vpih1wvs 90 3 estimate estimate NN cord-349217-vpih1wvs 90 4 for for IN cord-349217-vpih1wvs 90 5 11/ 11/ CD cord-349217-vpih1wvs 90 6 03/2020 03/2020 , cord-349217-vpih1wvs 90 7 was be VBD cord-349217-vpih1wvs 90 8 112 112 CD cord-349217-vpih1wvs 90 9 thousand thousand CD cord-349217-vpih1wvs 90 10 confirmed confirm VBN cord-349217-vpih1wvs 90 11 cases case NNS cord-349217-vpih1wvs 90 12 , , , cord-349217-vpih1wvs 90 13 with with IN cord-349217-vpih1wvs 90 14 the the DT cord-349217-vpih1wvs 90 15 uncertainty uncertainty NN cord-349217-vpih1wvs 90 16 levels level NNS cord-349217-vpih1wvs 90 17 being be VBG cord-349217-vpih1wvs 90 18 similar similar JJ cord-349217-vpih1wvs 90 19 to to IN cord-349217-vpih1wvs 90 20 the the DT cord-349217-vpih1wvs 90 21 previous previous JJ cord-349217-vpih1wvs 90 22 round round NN cord-349217-vpih1wvs 90 23 : : : cord-349217-vpih1wvs 91 1 There there EX cord-349217-vpih1wvs 91 2 was be VBD cord-349217-vpih1wvs 91 3 a a DT cord-349217-vpih1wvs 91 4 5 5 CD cord-349217-vpih1wvs 91 5 % % NN cord-349217-vpih1wvs 91 6 chance chance NN cord-349217-vpih1wvs 91 7 that that IN cord-349217-vpih1wvs 91 8 they -PRON- PRP cord-349217-vpih1wvs 91 9 would would MD cord-349217-vpih1wvs 91 10 exceed exceed VB cord-349217-vpih1wvs 91 11 613 613 CD cord-349217-vpih1wvs 91 12 thousand thousand CD cord-349217-vpih1wvs 91 13 by by IN cord-349217-vpih1wvs 91 14 the the DT cord-349217-vpih1wvs 91 15 end end NN cord-349217-vpih1wvs 91 16 of of IN cord-349217-vpih1wvs 91 17 11/ 11/ CD cord-349217-vpih1wvs 91 18 03/2020 03/2020 NFP cord-349217-vpih1wvs 91 19 . . . cord-349217-vpih1wvs 92 1 The the DT cord-349217-vpih1wvs 92 2 observed observed JJ cord-349217-vpih1wvs 92 3 actual actual NN cord-349217-vpih1wvs 92 4 confirmed confirm VBN cord-349217-vpih1wvs 92 5 cases case NNS cord-349217-vpih1wvs 92 6 at at IN cord-349217-vpih1wvs 92 7 the the DT cord-349217-vpih1wvs 92 8 end end NN cord-349217-vpih1wvs 92 9 of of IN cord-349217-vpih1wvs 92 10 this this DT cord-349217-vpih1wvs 92 11 period period NN cord-349217-vpih1wvs 92 12 were be VBD cord-349217-vpih1wvs 92 13 almost almost RB cord-349217-vpih1wvs 92 14 127 127 CD cord-349217-vpih1wvs 92 15 thousand thousand CD cord-349217-vpih1wvs 92 16 . . . cord-349217-vpih1wvs 93 1 The the DT cord-349217-vpih1wvs 93 2 absolute absolute JJ cord-349217-vpih1wvs 93 3 forecast forecast NN cord-349217-vpih1wvs 93 4 error error NN cord-349217-vpih1wvs 93 5 at at IN cord-349217-vpih1wvs 93 6 the the DT cord-349217-vpih1wvs 93 7 end end NN cord-349217-vpih1wvs 93 8 of of IN cord-349217-vpih1wvs 93 9 the the DT cord-349217-vpih1wvs 93 10 last last JJ cord-349217-vpih1wvs 93 11 period period NN cord-349217-vpih1wvs 93 12 ( ( -LRB- cord-349217-vpih1wvs 93 13 11/03/2020 11/03/2020 CD cord-349217-vpih1wvs 93 14 ) ) -RRB- cord-349217-vpih1wvs 93 15 was be VBD cord-349217-vpih1wvs 93 16 15.4 15.4 CD cord-349217-vpih1wvs 93 17 K k NN cord-349217-vpih1wvs 93 18 ( ( -LRB- cord-349217-vpih1wvs 93 19 12.1 12.1 CD cord-349217-vpih1wvs 93 20 % % NN cord-349217-vpih1wvs 93 21 ) ) -RRB- cord-349217-vpih1wvs 93 22 , , , cord-349217-vpih1wvs 93 23 higher high JJR cord-349217-vpih1wvs 93 24 compared compare VBN cord-349217-vpih1wvs 93 25 to to IN cord-349217-vpih1wvs 93 26 the the DT cord-349217-vpih1wvs 93 27 previous previous JJ cord-349217-vpih1wvs 93 28 set set NN cord-349217-vpih1wvs 93 29 of of IN cord-349217-vpih1wvs 93 30 forecasts forecast NNS cord-349217-vpih1wvs 93 31 but but CC cord-349217-vpih1wvs 93 32 still still RB cord-349217-vpih1wvs 93 33 well well RB cord-349217-vpih1wvs 93 34 within within IN cord-349217-vpih1wvs 93 35 the the DT cord-349217-vpih1wvs 93 36 prediction prediction NN cord-349217-vpih1wvs 93 37 intervals interval NNS cord-349217-vpih1wvs 93 38 . . . cord-349217-vpih1wvs 94 1 For for IN cord-349217-vpih1wvs 94 2 the the DT cord-349217-vpih1wvs 94 3 second second JJ cord-349217-vpih1wvs 94 4 round round NN cord-349217-vpih1wvs 94 5 in in IN cord-349217-vpih1wvs 94 6 a a DT cord-349217-vpih1wvs 94 7 row row NN cord-349217-vpih1wvs 94 8 , , , cord-349217-vpih1wvs 94 9 we -PRON- PRP cord-349217-vpih1wvs 94 10 were be VBD cord-349217-vpih1wvs 94 11 consistently consistently RB cord-349217-vpih1wvs 94 12 under under RB cord-349217-vpih1wvs 94 13 - - HYPH cord-349217-vpih1wvs 94 14 forecasting forecast VBG cord-349217-vpih1wvs 94 15 the the DT cord-349217-vpih1wvs 94 16 actual actual JJ cord-349217-vpih1wvs 94 17 cases case NNS cord-349217-vpih1wvs 94 18 . . . cord-349217-vpih1wvs 95 1 This this DT cord-349217-vpih1wvs 95 2 was be VBD cord-349217-vpih1wvs 95 3 due due JJ cord-349217-vpih1wvs 95 4 to to IN cord-349217-vpih1wvs 95 5 the the DT cord-349217-vpih1wvs 95 6 exponential exponential JJ cord-349217-vpih1wvs 95 7 increase increase NN cord-349217-vpih1wvs 95 8 of of IN cord-349217-vpih1wvs 95 9 the the DT cord-349217-vpih1wvs 95 10 confirmed confirm VBN cord-349217-vpih1wvs 95 11 cases case NNS cord-349217-vpih1wvs 95 12 mostly mostly RB cord-349217-vpih1wvs 95 13 in in IN cord-349217-vpih1wvs 95 14 Europe Europe NNP cord-349217-vpih1wvs 95 15 , , , cord-349217-vpih1wvs 95 16 Iran Iran NNP cord-349217-vpih1wvs 95 17 and and CC cord-349217-vpih1wvs 95 18 the the DT cord-349217-vpih1wvs 95 19 US US NNP cord-349217-vpih1wvs 95 20 , , , cord-349217-vpih1wvs 95 21 with with IN cord-349217-vpih1wvs 95 22 South South NNP cord-349217-vpih1wvs 95 23 Korea Korea NNP cord-349217-vpih1wvs 95 24 managing manage VBG cord-349217-vpih1wvs 95 25 to to TO cord-349217-vpih1wvs 95 26 decrease decrease VB cord-349217-vpih1wvs 95 27 the the DT cord-349217-vpih1wvs 95 28 number number NN cord-349217-vpih1wvs 95 29 of of IN cord-349217-vpih1wvs 95 30 new new JJ cord-349217-vpih1wvs 95 31 daily daily JJ cord-349217-vpih1wvs 95 32 cases case NNS cord-349217-vpih1wvs 95 33 significantly significantly RB cord-349217-vpih1wvs 95 34 . . . cord-349217-vpih1wvs 96 1 We -PRON- PRP cord-349217-vpih1wvs 96 2 produced produce VBD cord-349217-vpih1wvs 96 3 a a DT cord-349217-vpih1wvs 96 4 final final JJ cord-349217-vpih1wvs 96 5 set set NN cord-349217-vpih1wvs 96 6 of of IN cord-349217-vpih1wvs 96 7 forecasts forecast NNS cord-349217-vpih1wvs 96 8 and and CC cord-349217-vpih1wvs 96 9 prediction prediction NN cord-349217-vpih1wvs 96 10 intervals interval NNS cord-349217-vpih1wvs 96 11 using use VBG cord-349217-vpih1wvs 96 12 the the DT cord-349217-vpih1wvs 96 13 most most RBS cord-349217-vpih1wvs 96 14 recent recent JJ cord-349217-vpih1wvs 96 15 data datum NNS cord-349217-vpih1wvs 96 16 , , , cord-349217-vpih1wvs 96 17 up up RB cord-349217-vpih1wvs 96 18 until until IN cord-349217-vpih1wvs 96 19 11/03/2020 11/03/2020 CD cord-349217-vpih1wvs 96 20 . . . cord-349217-vpih1wvs 97 1 These these DT cord-349217-vpih1wvs 97 2 are be VBP cord-349217-vpih1wvs 97 3 presented present VBN cord-349217-vpih1wvs 97 4 in in IN cord-349217-vpih1wvs 97 5 Fig Fig NNP cord-349217-vpih1wvs 97 6 2 2 CD cord-349217-vpih1wvs 97 7 with with IN cord-349217-vpih1wvs 97 8 yellow yellow JJ cord-349217-vpih1wvs 97 9 / / SYM cord-349217-vpih1wvs 97 10 gold gold NN cord-349217-vpih1wvs 97 11 colour colour NN cord-349217-vpih1wvs 97 12 . . . cord-349217-vpih1wvs 98 1 Note note VB cord-349217-vpih1wvs 98 2 that that IN cord-349217-vpih1wvs 98 3 we -PRON- PRP cord-349217-vpih1wvs 98 4 estimated estimate VBD cord-349217-vpih1wvs 98 5 three three CD cord-349217-vpih1wvs 98 6 levels level NNS cord-349217-vpih1wvs 98 7 of of IN cord-349217-vpih1wvs 98 8 uncertainty uncertainty NN cord-349217-vpih1wvs 98 9 ( ( -LRB- cord-349217-vpih1wvs 98 10 50 50 CD cord-349217-vpih1wvs 98 11 , , , cord-349217-vpih1wvs 98 12 70 70 CD cord-349217-vpih1wvs 98 13 and and CC cord-349217-vpih1wvs 98 14 90 90 CD cord-349217-vpih1wvs 98 15 % % NN cord-349217-vpih1wvs 98 16 ) ) -RRB- cord-349217-vpih1wvs 98 17 . . . cord-349217-vpih1wvs 99 1 The the DT cord-349217-vpih1wvs 99 2 trend trend NN cord-349217-vpih1wvs 99 3 of of IN cord-349217-vpih1wvs 99 4 our -PRON- PRP$ cord-349217-vpih1wvs 99 5 forecasts forecast NNS cord-349217-vpih1wvs 99 6 is be VBZ cord-349217-vpih1wvs 99 7 much much RB cord-349217-vpih1wvs 99 8 increased increase VBN cord-349217-vpih1wvs 99 9 compared compare VBN cord-349217-vpih1wvs 99 10 to to IN cord-349217-vpih1wvs 99 11 the the DT cord-349217-vpih1wvs 99 12 last last JJ cord-349217-vpih1wvs 99 13 two two CD cord-349217-vpih1wvs 99 14 rounds round NNS cord-349217-vpih1wvs 99 15 : : : cord-349217-vpih1wvs 99 16 We -PRON- PRP cord-349217-vpih1wvs 99 17 predict predict VBP cord-349217-vpih1wvs 99 18 83 83 CD cord-349217-vpih1wvs 99 19 thousand thousand CD cord-349217-vpih1wvs 99 20 new new JJ cord-349217-vpih1wvs 99 21 cases case NNS cord-349217-vpih1wvs 99 22 for for IN cord-349217-vpih1wvs 99 23 this this DT cord-349217-vpih1wvs 99 24 round round NN cord-349217-vpih1wvs 99 25 ( ( -LRB- cord-349217-vpih1wvs 99 26 a a DT cord-349217-vpih1wvs 99 27 total total NN cord-349217-vpih1wvs 99 28 of of IN cord-349217-vpih1wvs 99 29 210 210 CD cord-349217-vpih1wvs 99 30 thousand thousand CD cord-349217-vpih1wvs 99 31 cases case NNS cord-349217-vpih1wvs 99 32 ) ) -RRB- cord-349217-vpih1wvs 99 33 . . . cord-349217-vpih1wvs 100 1 The the DT cord-349217-vpih1wvs 100 2 associated associated JJ cord-349217-vpih1wvs 100 3 levels level NNS cord-349217-vpih1wvs 100 4 of of IN cord-349217-vpih1wvs 100 5 uncertainty uncertainty NN cord-349217-vpih1wvs 100 6 are be VBP cord-349217-vpih1wvs 100 7 also also RB cord-349217-vpih1wvs 100 8 increased increase VBN cord-349217-vpih1wvs 100 9 : : : cord-349217-vpih1wvs 100 10 There there EX cord-349217-vpih1wvs 100 11 is be VBZ cord-349217-vpih1wvs 100 12 a a DT cord-349217-vpih1wvs 100 13 25 25 CD cord-349217-vpih1wvs 100 14 % % NN cord-349217-vpih1wvs 100 15 chance chance NN cord-349217-vpih1wvs 100 16 that that IN cord-349217-vpih1wvs 100 17 the the DT cord-349217-vpih1wvs 100 18 total total NN cord-349217-vpih1wvs 100 19 confirmed confirm VBN cord-349217-vpih1wvs 100 20 cases case NNS cord-349217-vpih1wvs 100 21 will will MD cord-349217-vpih1wvs 100 22 exceed exceed VB cord-349217-vpih1wvs 100 23 413 413 CD cord-349217-vpih1wvs 100 24 thousand thousand CD cord-349217-vpih1wvs 100 25 by by IN cord-349217-vpih1wvs 100 26 the the DT cord-349217-vpih1wvs 100 27 end end NN cord-349217-vpih1wvs 100 28 of of IN cord-349217-vpih1wvs 100 29 21/03/2020 21/03/2020 CD cord-349217-vpih1wvs 100 30 ; ; : cord-349217-vpih1wvs 100 31 and and CC cord-349217-vpih1wvs 100 32 a a DT cord-349217-vpih1wvs 100 33 5 5 CD cord-349217-vpih1wvs 100 34 % % NN cord-349217-vpih1wvs 100 35 chance chance NN cord-349217-vpih1wvs 100 36 that that IN cord-349217-vpih1wvs 100 37 they -PRON- PRP cord-349217-vpih1wvs 100 38 will will MD cord-349217-vpih1wvs 100 39 exceed exceed VB cord-349217-vpih1wvs 100 40 1.19M. 1.19m. CD cord-349217-vpih1wvs 101 1 We -PRON- PRP cord-349217-vpih1wvs 101 2 also also RB cord-349217-vpih1wvs 101 3 attempted attempt VBD cord-349217-vpih1wvs 101 4 to to TO cord-349217-vpih1wvs 101 5 produce produce VB cord-349217-vpih1wvs 101 6 forecasts forecast NNS cord-349217-vpih1wvs 101 7 by by IN cord-349217-vpih1wvs 101 8 splitting split VBG cord-349217-vpih1wvs 101 9 the the DT cord-349217-vpih1wvs 101 10 recorded record VBN cord-349217-vpih1wvs 101 11 confirmed confirm VBD cord-349217-vpih1wvs 101 12 cases case NNS cord-349217-vpih1wvs 101 13 into into IN cord-349217-vpih1wvs 101 14 two two CD cord-349217-vpih1wvs 101 15 groups group NNS cord-349217-vpih1wvs 101 16 : : : cord-349217-vpih1wvs 101 17 cases case NNS cord-349217-vpih1wvs 101 18 within within IN cord-349217-vpih1wvs 101 19 Mainland Mainland NNP cord-349217-vpih1wvs 101 20 China China NNP cord-349217-vpih1wvs 101 21 and and CC cord-349217-vpih1wvs 101 22 cases case NNS cord-349217-vpih1wvs 101 23 anywhere anywhere RB cord-349217-vpih1wvs 101 24 else else RB cord-349217-vpih1wvs 101 25 , , , cord-349217-vpih1wvs 101 26 as as IN cord-349217-vpih1wvs 101 27 the the DT cord-349217-vpih1wvs 101 28 trends trend NNS cord-349217-vpih1wvs 101 29 into into IN cord-349217-vpih1wvs 101 30 these these DT cord-349217-vpih1wvs 101 31 two two CD cord-349217-vpih1wvs 101 32 groups group NNS cord-349217-vpih1wvs 101 33 are be VBP cord-349217-vpih1wvs 101 34 different different JJ cord-349217-vpih1wvs 101 35 . . . cord-349217-vpih1wvs 102 1 We -PRON- PRP cord-349217-vpih1wvs 102 2 fitted fit VBD cord-349217-vpih1wvs 102 3 independent independent JJ cord-349217-vpih1wvs 102 4 exponential exponential JJ cord-349217-vpih1wvs 102 5 smoothing smoothing NN cord-349217-vpih1wvs 102 6 models model NNS cord-349217-vpih1wvs 102 7 , , , cord-349217-vpih1wvs 102 8 and and CC cord-349217-vpih1wvs 102 9 then then RB cord-349217-vpih1wvs 102 10 we -PRON- PRP cord-349217-vpih1wvs 102 11 summed sum VBD cord-349217-vpih1wvs 102 12 up up RP cord-349217-vpih1wvs 102 13 the the DT cord-349217-vpih1wvs 102 14 forecasts forecast NNS cord-349217-vpih1wvs 102 15 ( ( -LRB- cord-349217-vpih1wvs 102 16 bottom bottom NN cord-349217-vpih1wvs 102 17 - - HYPH cord-349217-vpih1wvs 102 18 up up RP cord-349217-vpih1wvs 102 19 hierarchical hierarchical JJ cord-349217-vpih1wvs 102 20 forecasting forecasting NN cord-349217-vpih1wvs 102 21 ) ) -RRB- cord-349217-vpih1wvs 102 22 . . . cord-349217-vpih1wvs 103 1 We -PRON- PRP cord-349217-vpih1wvs 103 2 notice notice VBP cord-349217-vpih1wvs 103 3 that that IN cord-349217-vpih1wvs 103 4 using use VBG cord-349217-vpih1wvs 103 5 this this DT cord-349217-vpih1wvs 103 6 approach approach NN cord-349217-vpih1wvs 103 7 , , , cord-349217-vpih1wvs 103 8 the the DT cord-349217-vpih1wvs 103 9 mean mean JJ cord-349217-vpih1wvs 103 10 estimate estimate NN cord-349217-vpih1wvs 103 11 is be VBZ cord-349217-vpih1wvs 103 12 close close JJ cord-349217-vpih1wvs 103 13 to to IN cord-349217-vpih1wvs 103 14 that that DT cord-349217-vpih1wvs 103 15 if if IN cord-349217-vpih1wvs 103 16 all all DT cord-349217-vpih1wvs 103 17 data datum NNS cord-349217-vpih1wvs 103 18 are be VBP cord-349217-vpih1wvs 103 19 considered consider VBN cord-349217-vpih1wvs 103 20 together together RB cord-349217-vpih1wvs 103 21 ( ( -LRB- cord-349217-vpih1wvs 103 22 207 207 CD cord-349217-vpih1wvs 103 23 versus versus IN cord-349217-vpih1wvs 103 24 210 210 CD cord-349217-vpih1wvs 103 25 thousand thousand CD cord-349217-vpih1wvs 103 26 cases case NNS cord-349217-vpih1wvs 103 27 ) ) -RRB- cord-349217-vpih1wvs 103 28 . . . cord-349217-vpih1wvs 104 1 However however RB cord-349217-vpih1wvs 104 2 , , , cord-349217-vpih1wvs 104 3 the the DT cord-349217-vpih1wvs 104 4 estimated estimate VBN cord-349217-vpih1wvs 104 5 uncertainty uncertainty NN cord-349217-vpih1wvs 104 6 by by IN cord-349217-vpih1wvs 104 7 splitting split VBG cord-349217-vpih1wvs 104 8 the the DT cord-349217-vpih1wvs 104 9 data data NN cord-349217-vpih1wvs 104 10 is be VBZ cord-349217-vpih1wvs 104 11 considerably considerably RB cord-349217-vpih1wvs 104 12 lower low JJR cord-349217-vpih1wvs 104 13 , , , cord-349217-vpih1wvs 104 14 possibly possibly RB cord-349217-vpih1wvs 104 15 since since IN cord-349217-vpih1wvs 104 16 the the DT cord-349217-vpih1wvs 104 17 confirmed confirm VBN cord-349217-vpih1wvs 104 18 cases case NNS cord-349217-vpih1wvs 104 19 outside outside IN cord-349217-vpih1wvs 104 20 Mainland Mainland NNP cord-349217-vpih1wvs 104 21 China China NNP cord-349217-vpih1wvs 104 22 have have VBP cord-349217-vpih1wvs 104 23 significantly significantly RB cord-349217-vpih1wvs 104 24 increased increase VBN cord-349217-vpih1wvs 104 25 only only RB cord-349217-vpih1wvs 104 26 recently recently RB cord-349217-vpih1wvs 104 27 . . . cord-349217-vpih1wvs 105 1 We -PRON- PRP cord-349217-vpih1wvs 105 2 next next RB cord-349217-vpih1wvs 105 3 turn turn VBP cord-349217-vpih1wvs 105 4 our -PRON- PRP$ cord-349217-vpih1wvs 105 5 attention attention NN cord-349217-vpih1wvs 105 6 to to IN cord-349217-vpih1wvs 105 7 the the DT cord-349217-vpih1wvs 105 8 recovered recover VBN cord-349217-vpih1wvs 105 9 cases case NNS cord-349217-vpih1wvs 105 10 that that WDT cord-349217-vpih1wvs 105 11 have have VBP cord-349217-vpih1wvs 105 12 received receive VBN cord-349217-vpih1wvs 105 13 little little JJ cord-349217-vpih1wvs 105 14 attention attention NN cord-349217-vpih1wvs 105 15 until until IN cord-349217-vpih1wvs 105 16 now now RB cord-349217-vpih1wvs 105 17 . . . cord-349217-vpih1wvs 106 1 We -PRON- PRP cord-349217-vpih1wvs 106 2 focus focus VBP cord-349217-vpih1wvs 106 3 on on IN cord-349217-vpih1wvs 106 4 the the DT cord-349217-vpih1wvs 106 5 number number NN cord-349217-vpih1wvs 106 6 of of IN cord-349217-vpih1wvs 106 7 the the DT cord-349217-vpih1wvs 106 8 recovered recover VBN cord-349217-vpih1wvs 106 9 cases case NNS cord-349217-vpih1wvs 106 10 as as IN cord-349217-vpih1wvs 106 11 a a DT cord-349217-vpih1wvs 106 12 percentage percentage NN cord-349217-vpih1wvs 106 13 of of IN cord-349217-vpih1wvs 106 14 the the DT cord-349217-vpih1wvs 106 15 total total NN cord-349217-vpih1wvs 106 16 confirmed confirm VBN cord-349217-vpih1wvs 106 17 cases case NNS cord-349217-vpih1wvs 106 18 as as RB cord-349217-vpih1wvs 106 19 well well RB cord-349217-vpih1wvs 106 20 as as IN cord-349217-vpih1wvs 106 21 the the DT cord-349217-vpih1wvs 106 22 ratio ratio NN cord-349217-vpih1wvs 106 23 of of IN cord-349217-vpih1wvs 106 24 recovered recovered JJ cord-349217-vpih1wvs 106 25 cases case NNS cord-349217-vpih1wvs 106 26 versus versus IN cord-349217-vpih1wvs 106 27 deaths death NNS cord-349217-vpih1wvs 106 28 . . . cord-349217-vpih1wvs 107 1 We -PRON- PRP cord-349217-vpih1wvs 107 2 are be VBP cord-349217-vpih1wvs 107 3 particularly particularly RB cord-349217-vpih1wvs 107 4 interested interested JJ cord-349217-vpih1wvs 107 5 in in IN cord-349217-vpih1wvs 107 6 the the DT cord-349217-vpih1wvs 107 7 trajectory trajectory NN cord-349217-vpih1wvs 107 8 of of IN cord-349217-vpih1wvs 107 9 these these DT cord-349217-vpih1wvs 107 10 two two CD cord-349217-vpih1wvs 107 11 ratios ratio NNS cord-349217-vpih1wvs 107 12 . . . cord-349217-vpih1wvs 108 1 Fig Fig NNP cord-349217-vpih1wvs 108 2 3 3 CD cord-349217-vpih1wvs 108 3 presents present VBZ cord-349217-vpih1wvs 108 4 this this DT cord-349217-vpih1wvs 108 5 analysis analysis NN cord-349217-vpih1wvs 108 6 . . . cord-349217-vpih1wvs 109 1 First first RB cord-349217-vpih1wvs 109 2 , , , cord-349217-vpih1wvs 109 3 we -PRON- PRP cord-349217-vpih1wvs 109 4 observe observe VBP cord-349217-vpih1wvs 109 5 the the DT cord-349217-vpih1wvs 109 6 solid solid JJ cord-349217-vpih1wvs 109 7 relationship relationship NN cord-349217-vpih1wvs 109 8 between between IN cord-349217-vpih1wvs 109 9 the the DT cord-349217-vpih1wvs 109 10 two two CD cord-349217-vpih1wvs 109 11 curves curve NNS cord-349217-vpih1wvs 109 12 . . . cord-349217-vpih1wvs 110 1 Second second RB cord-349217-vpih1wvs 110 2 , , , cord-349217-vpih1wvs 110 3 we -PRON- PRP cord-349217-vpih1wvs 110 4 notice notice VBP cord-349217-vpih1wvs 110 5 that that IN cord-349217-vpih1wvs 110 6 despite despite IN cord-349217-vpih1wvs 110 7 the the DT cord-349217-vpih1wvs 110 8 very very RB cord-349217-vpih1wvs 110 9 small small JJ cord-349217-vpih1wvs 110 10 percentages percentage NNS cord-349217-vpih1wvs 110 11 of of IN cord-349217-vpih1wvs 110 12 recovered recover VBN cord-349217-vpih1wvs 110 13 cases case NNS cord-349217-vpih1wvs 110 14 until until IN cord-349217-vpih1wvs 110 15 the the DT cord-349217-vpih1wvs 110 16 end end NN cord-349217-vpih1wvs 110 17 of of IN cord-349217-vpih1wvs 110 18 January January NNP cord-349217-vpih1wvs 110 19 ( ( -LRB- cord-349217-vpih1wvs 110 20 less less JJR cord-349217-vpih1wvs 110 21 than than IN cord-349217-vpih1wvs 110 22 2 2 CD cord-349217-vpih1wvs 110 23 % % NN cord-349217-vpih1wvs 110 24 ) ) -RRB- cord-349217-vpih1wvs 110 25 , , , cord-349217-vpih1wvs 110 26 currently currently RB cord-349217-vpih1wvs 110 27 , , , cord-349217-vpih1wvs 110 28 about about RB cord-349217-vpih1wvs 110 29 1 1 CD cord-349217-vpih1wvs 110 30 out out IN cord-349217-vpih1wvs 110 31 of of IN cord-349217-vpih1wvs 110 32 2 2 CD cord-349217-vpih1wvs 110 33 confirmed confirm VBN cord-349217-vpih1wvs 110 34 cases case NNS cord-349217-vpih1wvs 110 35 have have VBP cord-349217-vpih1wvs 110 36 recovered recover VBN cord-349217-vpih1wvs 110 37 ( ( -LRB- cord-349217-vpih1wvs 110 38 52.8 52.8 CD cord-349217-vpih1wvs 110 39 % % NN cord-349217-vpih1wvs 110 40 of of IN cord-349217-vpih1wvs 110 41 the the DT cord-349217-vpih1wvs 110 42 total total NN cord-349217-vpih1wvs 110 43 confirmed confirm VBN cord-349217-vpih1wvs 110 44 cases case NNS cord-349217-vpih1wvs 110 45 ) ) -RRB- cord-349217-vpih1wvs 110 46 . . . cord-349217-vpih1wvs 111 1 Moreover moreover RB cord-349217-vpih1wvs 111 2 , , , cord-349217-vpih1wvs 111 3 the the DT cord-349217-vpih1wvs 111 4 ratio ratio NN cord-349217-vpih1wvs 111 5 of of IN cord-349217-vpih1wvs 111 6 recovered recovered JJ cord-349217-vpih1wvs 111 7 cases case NNS cord-349217-vpih1wvs 111 8 versus versus IN cord-349217-vpih1wvs 111 9 deaths death NNS cord-349217-vpih1wvs 111 10 is be VBZ cord-349217-vpih1wvs 111 11 currently currently RB cord-349217-vpih1wvs 111 12 above above IN cord-349217-vpih1wvs 111 13 14:1 14:1 CD cord-349217-vpih1wvs 111 14 . . . cord-349217-vpih1wvs 112 1 Despite despite IN cord-349217-vpih1wvs 112 2 this this DT cord-349217-vpih1wvs 112 3 , , , cord-349217-vpih1wvs 112 4 we -PRON- PRP cord-349217-vpih1wvs 112 5 observe observe VBP cord-349217-vpih1wvs 112 6 a a DT cord-349217-vpih1wvs 112 7 reverse reverse NN cord-349217-vpih1wvs 112 8 of of IN cord-349217-vpih1wvs 112 9 both both DT cord-349217-vpih1wvs 112 10 curves curve NNS cord-349217-vpih1wvs 112 11 since since IN cord-349217-vpih1wvs 112 12 08/03/ 08/03/ CD cord-349217-vpih1wvs 112 13 2020 2020 CD cord-349217-vpih1wvs 112 14 , , , cord-349217-vpih1wvs 112 15 which which WDT cord-349217-vpih1wvs 112 16 is be VBZ cord-349217-vpih1wvs 112 17 associated associate VBN cord-349217-vpih1wvs 112 18 with with IN cord-349217-vpih1wvs 112 19 the the DT cord-349217-vpih1wvs 112 20 increasing increase VBG cord-349217-vpih1wvs 112 21 number number NN cord-349217-vpih1wvs 112 22 of of IN cord-349217-vpih1wvs 112 23 cases case NNS cord-349217-vpih1wvs 112 24 outside outside IN cord-349217-vpih1wvs 112 25 Mainland Mainland NNP cord-349217-vpih1wvs 112 26 China China NNP cord-349217-vpih1wvs 112 27 . . . cord-349217-vpih1wvs 113 1 The the DT cord-349217-vpih1wvs 113 2 uncertainty uncertainty NN cord-349217-vpih1wvs 113 3 surrounding surround VBG cord-349217-vpih1wvs 113 4 an an DT cord-349217-vpih1wvs 113 5 unknown unknown JJ cord-349217-vpih1wvs 113 6 , , , cord-349217-vpih1wvs 113 7 novel novel JJ cord-349217-vpih1wvs 113 8 coronavirus coronavirus NN cord-349217-vpih1wvs 113 9 can can MD cord-349217-vpih1wvs 113 10 spark spark VB cord-349217-vpih1wvs 113 11 a a DT cord-349217-vpih1wvs 113 12 global global JJ cord-349217-vpih1wvs 113 13 alarm alarm NN cord-349217-vpih1wvs 113 14 , , , cord-349217-vpih1wvs 113 15 leading lead VBG cord-349217-vpih1wvs 113 16 a a DT cord-349217-vpih1wvs 113 17 Harvard Harvard NNP cord-349217-vpih1wvs 113 18 Professor Professor NNP cord-349217-vpih1wvs 113 19 stating state VBG cord-349217-vpih1wvs 113 20 that that IN cord-349217-vpih1wvs 113 21 40 40 CD cord-349217-vpih1wvs 113 22 - - SYM cord-349217-vpih1wvs 113 23 70 70 CD cord-349217-vpih1wvs 113 24 % % NN cord-349217-vpih1wvs 113 25 of of IN cord-349217-vpih1wvs 113 26 the the DT cord-349217-vpih1wvs 113 27 global global JJ cord-349217-vpih1wvs 113 28 population population NN cord-349217-vpih1wvs 113 29 might may MD cord-349217-vpih1wvs 113 30 be be VB cord-349217-vpih1wvs 113 31 infected infect VBN cord-349217-vpih1wvs 113 32 in in IN cord-349217-vpih1wvs 113 33 the the DT cord-349217-vpih1wvs 113 34 coming come VBG cord-349217-vpih1wvs 113 35 year year NN cord-349217-vpih1wvs 113 36 [ [ -LRB- cord-349217-vpih1wvs 113 37 11 11 CD cord-349217-vpih1wvs 113 38 ] ] -RRB- cord-349217-vpih1wvs 113 39 which which WDT cord-349217-vpih1wvs 113 40 matches match VBZ cord-349217-vpih1wvs 113 41 Chancellor Chancellor NNP cord-349217-vpih1wvs 113 42 Angela Angela NNP cord-349217-vpih1wvs 113 43 Merkel Merkel NNP cord-349217-vpih1wvs 113 44 's 's POS cord-349217-vpih1wvs 113 45 warning warning NN cord-349217-vpih1wvs 113 46 regarding regard VBG cord-349217-vpih1wvs 113 47 the the DT cord-349217-vpih1wvs 113 48 effects effect NNS cord-349217-vpih1wvs 113 49 of of IN cord-349217-vpih1wvs 113 50 the the DT cord-349217-vpih1wvs 113 51 novel novel JJ cord-349217-vpih1wvs 113 52 coronavirus coronavirus NN cord-349217-vpih1wvs 113 53 in in IN cord-349217-vpih1wvs 113 54 Germany Germany NNP cord-349217-vpih1wvs 113 55 [ [ -LRB- cord-349217-vpih1wvs 113 56 12 12 CD cord-349217-vpih1wvs 113 57 ] ] -RRB- cord-349217-vpih1wvs 113 58 . . . cord-349217-vpih1wvs 114 1 Norman Norman NNP cord-349217-vpih1wvs 114 2 , , , cord-349217-vpih1wvs 114 3 Bar Bar NNP cord-349217-vpih1wvs 114 4 - - HYPH cord-349217-vpih1wvs 114 5 Yam Yam NNP cord-349217-vpih1wvs 114 6 and and CC cord-349217-vpih1wvs 114 7 Taleb Taleb NNP cord-349217-vpih1wvs 114 8 [ [ -LRB- cord-349217-vpih1wvs 114 9 13 13 CD cord-349217-vpih1wvs 114 10 ] ] -RRB- cord-349217-vpih1wvs 114 11 discuss discuss VBP cord-349217-vpih1wvs 114 12 the the DT cord-349217-vpih1wvs 114 13 systemic systemic JJ cord-349217-vpih1wvs 114 14 risk risk NN cord-349217-vpih1wvs 114 15 of of IN cord-349217-vpih1wvs 114 16 pandemics pandemic NNS cord-349217-vpih1wvs 114 17 , , , cord-349217-vpih1wvs 114 18 the the DT cord-349217-vpih1wvs 114 19 existence existence NN cord-349217-vpih1wvs 114 20 of of IN cord-349217-vpih1wvs 114 21 fat fat JJ cord-349217-vpih1wvs 114 22 - - HYPH cord-349217-vpih1wvs 114 23 tailed tailed JJ cord-349217-vpih1wvs 114 24 processes process NNS cord-349217-vpih1wvs 114 25 due due JJ cord-349217-vpih1wvs 114 26 to to IN cord-349217-vpih1wvs 114 27 global global JJ cord-349217-vpih1wvs 114 28 interconnectivity interconnectivity NN cord-349217-vpih1wvs 114 29 and and CC cord-349217-vpih1wvs 114 30 the the DT cord-349217-vpih1wvs 114 31 negatively negatively RB cord-349217-vpih1wvs 114 32 biased bias VBN cord-349217-vpih1wvs 114 33 estimates estimate NNS cord-349217-vpih1wvs 114 34 of of IN cord-349217-vpih1wvs 114 35 spread spread NN cord-349217-vpih1wvs 114 36 , , , cord-349217-vpih1wvs 114 37 reproduction reproduction NN cord-349217-vpih1wvs 114 38 and and CC cord-349217-vpih1wvs 114 39 mortality mortality NN cord-349217-vpih1wvs 114 40 rates rate NNS cord-349217-vpih1wvs 114 41 . . . cord-349217-vpih1wvs 115 1 On on IN cord-349217-vpih1wvs 115 2 the the DT cord-349217-vpih1wvs 115 3 opposite opposite JJ cord-349217-vpih1wvs 115 4 side side NN cord-349217-vpih1wvs 115 5 , , , cord-349217-vpih1wvs 115 6 others other NNS cord-349217-vpih1wvs 115 7 are be VBP cord-349217-vpih1wvs 115 8 arguing argue VBG cord-349217-vpih1wvs 115 9 about about IN cord-349217-vpih1wvs 115 10 people people NNS cord-349217-vpih1wvs 115 11 overly overly RB cord-349217-vpih1wvs 115 12 panicking panic VBG cord-349217-vpih1wvs 115 13 [ [ -LRB- cord-349217-vpih1wvs 115 14 14 14 CD cord-349217-vpih1wvs 115 15 ] ] -RRB- cord-349217-vpih1wvs 115 16 and and CC cord-349217-vpih1wvs 115 17 neglecting neglect VBG cord-349217-vpih1wvs 115 18 the the DT cord-349217-vpih1wvs 115 19 probabilities probability NNS cord-349217-vpih1wvs 115 20 [ [ -LRB- cord-349217-vpih1wvs 115 21 15 15 CD cord-349217-vpih1wvs 115 22 , , , cord-349217-vpih1wvs 115 23 16 16 CD cord-349217-vpih1wvs 115 24 ] ] -RRB- cord-349217-vpih1wvs 115 25 with with IN cord-349217-vpih1wvs 115 26 the the DT cord-349217-vpih1wvs 115 27 new new JJ cord-349217-vpih1wvs 115 28 virus virus NN cord-349217-vpih1wvs 115 29 being be VBG cord-349217-vpih1wvs 115 30 the the DT cord-349217-vpih1wvs 115 31 first first JJ cord-349217-vpih1wvs 115 32 " " `` cord-349217-vpih1wvs 115 33 infodemic infodemic NN cord-349217-vpih1wvs 115 34 " " '' cord-349217-vpih1wvs 115 35 as as IN cord-349217-vpih1wvs 115 36 a a DT cord-349217-vpih1wvs 115 37 result result NN cord-349217-vpih1wvs 115 38 of of IN cord-349217-vpih1wvs 115 39 the the DT cord-349217-vpih1wvs 115 40 hyper hyper NN cord-349217-vpih1wvs 115 41 - - NN cord-349217-vpih1wvs 115 42 connectivity connectivity NN cord-349217-vpih1wvs 115 43 offered offer VBN cord-349217-vpih1wvs 115 44 by by IN cord-349217-vpih1wvs 115 45 today today NN cord-349217-vpih1wvs 115 46 's 's POS cord-349217-vpih1wvs 115 47 social social JJ cord-349217-vpih1wvs 115 48 media medium NNS cord-349217-vpih1wvs 115 49 [ [ -LRB- cord-349217-vpih1wvs 115 50 17 17 CD cord-349217-vpih1wvs 115 51 , , , cord-349217-vpih1wvs 115 52 18 18 CD cord-349217-vpih1wvs 115 53 ] ] -RRB- cord-349217-vpih1wvs 115 54 . . . cord-349217-vpih1wvs 116 1 The the DT cord-349217-vpih1wvs 116 2 polarisation polarisation NN cord-349217-vpih1wvs 116 3 of of IN cord-349217-vpih1wvs 116 4 the the DT cord-349217-vpih1wvs 116 5 opinions opinion NNS cord-349217-vpih1wvs 116 6 globally globally RB cord-349217-vpih1wvs 116 7 can can MD cord-349217-vpih1wvs 116 8 be be VB cord-349217-vpih1wvs 116 9 summarised summarise VBN cord-349217-vpih1wvs 116 10 by by IN cord-349217-vpih1wvs 116 11 the the DT cord-349217-vpih1wvs 116 12 quotes quote NNS cord-349217-vpih1wvs 116 13 of of IN cord-349217-vpih1wvs 116 14 three three CD cord-349217-vpih1wvs 116 15 renowned renowned JJ cord-349217-vpih1wvs 116 16 personalities personality NNS cord-349217-vpih1wvs 116 17 : : : cord-349217-vpih1wvs 117 1 • • NNP cord-349217-vpih1wvs 118 1 Elon Elon NNP cord-349217-vpih1wvs 118 2 Musk Musk NNP cord-349217-vpih1wvs 118 3 : : : cord-349217-vpih1wvs 118 4 " " '' cord-349217-vpih1wvs 119 1 The the DT cord-349217-vpih1wvs 119 2 coronavirus coronavirus NN cord-349217-vpih1wvs 119 3 panic panic NN cord-349217-vpih1wvs 119 4 is be VBZ cord-349217-vpih1wvs 119 5 dumb dumb JJ cord-349217-vpih1wvs 119 6 " " '' cord-349217-vpih1wvs 119 7 [ [ -LRB- cord-349217-vpih1wvs 119 8 19 19 CD cord-349217-vpih1wvs 119 9 ] ] -RRB- cord-349217-vpih1wvs 119 10 . . . cord-349217-vpih1wvs 120 1 • • NNP cord-349217-vpih1wvs 121 1 Nassim Nassim NNP cord-349217-vpih1wvs 121 2 Nicholas Nicholas NNP cord-349217-vpih1wvs 121 3 Taleb Taleb NNP cord-349217-vpih1wvs 121 4 : : : cord-349217-vpih1wvs 122 1 " " `` cord-349217-vpih1wvs 122 2 Saying say VBG cord-349217-vpih1wvs 122 3 the the DT cord-349217-vpih1wvs 122 4 coronavirus coronavirus NN cord-349217-vpih1wvs 122 5 panic panic NN cord-349217-vpih1wvs 122 6 is be VBZ cord-349217-vpih1wvs 122 7 dumb dumb JJ cord-349217-vpih1wvs 122 8 is be VBZ cord-349217-vpih1wvs 122 9 dumb dumb JJ cord-349217-vpih1wvs 122 10 " " '' cord-349217-vpih1wvs 122 11 [ [ -LRB- cord-349217-vpih1wvs 122 12 20 20 CD cord-349217-vpih1wvs 122 13 ] ] -RRB- cord-349217-vpih1wvs 122 14 . . . cord-349217-vpih1wvs 123 1 • • NNP cord-349217-vpih1wvs 124 1 Bill Bill NNP cord-349217-vpih1wvs 124 2 Gates Gates NNP cord-349217-vpih1wvs 125 1 : : : cord-349217-vpih1wvs 125 2 " " `` cord-349217-vpih1wvs 125 3 I -PRON- PRP cord-349217-vpih1wvs 125 4 hope hope VBP cord-349217-vpih1wvs 125 5 it -PRON- PRP cord-349217-vpih1wvs 125 6 's be VBZ cord-349217-vpih1wvs 125 7 not not RB cord-349217-vpih1wvs 125 8 that that RB cord-349217-vpih1wvs 125 9 bad bad JJ cord-349217-vpih1wvs 125 10 , , , cord-349217-vpih1wvs 125 11 but but CC cord-349217-vpih1wvs 125 12 we -PRON- PRP cord-349217-vpih1wvs 125 13 should should MD cord-349217-vpih1wvs 125 14 assume assume VB cord-349217-vpih1wvs 125 15 it -PRON- PRP cord-349217-vpih1wvs 125 16 will will MD cord-349217-vpih1wvs 125 17 be be VB cord-349217-vpih1wvs 125 18 until until IN cord-349217-vpih1wvs 125 19 we -PRON- PRP cord-349217-vpih1wvs 125 20 know know VBP cord-349217-vpih1wvs 125 21 otherwise otherwise RB cord-349217-vpih1wvs 125 22 . . . cord-349217-vpih1wvs 125 23 " " '' cord-349217-vpih1wvs 126 1 [ [ -LRB- cord-349217-vpih1wvs 126 2 21 21 CD cord-349217-vpih1wvs 126 3 ] ] -RRB- cord-349217-vpih1wvs 126 4 . . . cord-349217-vpih1wvs 127 1 Regardless regardless RB cord-349217-vpih1wvs 127 2 of of IN cord-349217-vpih1wvs 127 3 what what WP cord-349217-vpih1wvs 127 4 one one NN cord-349217-vpih1wvs 127 5 's 's POS cord-349217-vpih1wvs 127 6 beliefs belief NNS cord-349217-vpih1wvs 127 7 are be VBP cord-349217-vpih1wvs 127 8 , , , cord-349217-vpih1wvs 127 9 we -PRON- PRP cord-349217-vpih1wvs 127 10 believe believe VBP cord-349217-vpih1wvs 127 11 that that IN cord-349217-vpih1wvs 127 12 forecasts forecast NNS cord-349217-vpih1wvs 127 13 and and CC cord-349217-vpih1wvs 127 14 their -PRON- PRP$ cord-349217-vpih1wvs 127 15 associated associated JJ cord-349217-vpih1wvs 127 16 uncertainty uncertainty NN cord-349217-vpih1wvs 127 17 can can MD cord-349217-vpih1wvs 127 18 and and CC cord-349217-vpih1wvs 127 19 should should MD cord-349217-vpih1wvs 127 20 be be VB cord-349217-vpih1wvs 127 21 an an DT cord-349217-vpih1wvs 127 22 integral integral JJ cord-349217-vpih1wvs 127 23 part part NN cord-349217-vpih1wvs 127 24 of of IN cord-349217-vpih1wvs 127 25 the the DT cord-349217-vpih1wvs 127 26 decision decision NN cord-349217-vpih1wvs 127 27 - - HYPH cord-349217-vpih1wvs 127 28 making making NN cord-349217-vpih1wvs 127 29 process process NN cord-349217-vpih1wvs 127 30 , , , cord-349217-vpih1wvs 127 31 especially especially RB cord-349217-vpih1wvs 127 32 in in IN cord-349217-vpih1wvs 127 33 highrisk highrisk JJ cord-349217-vpih1wvs 127 34 cases case NNS cord-349217-vpih1wvs 127 35 . . . cord-349217-vpih1wvs 128 1 Apart apart RB cord-349217-vpih1wvs 128 2 from from IN cord-349217-vpih1wvs 128 3 the the DT cord-349217-vpih1wvs 128 4 significant significant JJ cord-349217-vpih1wvs 128 5 public public JJ cord-349217-vpih1wvs 128 6 health health NN cord-349217-vpih1wvs 128 7 concerns concern NNS cord-349217-vpih1wvs 128 8 , , , cord-349217-vpih1wvs 128 9 the the DT cord-349217-vpih1wvs 128 10 dangers danger NNS cord-349217-vpih1wvs 128 11 imposed impose VBN cord-349217-vpih1wvs 128 12 on on IN cord-349217-vpih1wvs 128 13 global global JJ cord-349217-vpih1wvs 128 14 supply supply NN cord-349217-vpih1wvs 128 15 chains chain NNS cord-349217-vpih1wvs 128 16 and and CC cord-349217-vpih1wvs 128 17 the the DT cord-349217-vpih1wvs 128 18 economy economy NN cord-349217-vpih1wvs 128 19 as as IN cord-349217-vpih1wvs 128 20 a a DT cord-349217-vpih1wvs 128 21 whole whole NN cord-349217-vpih1wvs 128 22 are be VBP cord-349217-vpih1wvs 128 23 also also RB cord-349217-vpih1wvs 128 24 considerable considerable JJ cord-349217-vpih1wvs 128 25 [ [ -LRB- cord-349217-vpih1wvs 128 26 22 22 CD cord-349217-vpih1wvs 128 27 , , , cord-349217-vpih1wvs 128 28 23 23 CD cord-349217-vpih1wvs 128 29 ] ] -RRB- cord-349217-vpih1wvs 128 30 . . . cord-349217-vpih1wvs 129 1 Risk risk NN cord-349217-vpih1wvs 129 2 - - HYPH cord-349217-vpih1wvs 129 3 averse averse JJ cord-349217-vpih1wvs 129 4 people people NNS cord-349217-vpih1wvs 129 5 can can MD cord-349217-vpih1wvs 129 6 focus focus VB cord-349217-vpih1wvs 129 7 on on IN cord-349217-vpih1wvs 129 8 the the DT cord-349217-vpih1wvs 129 9 worst bad JJS cord-349217-vpih1wvs 129 10 - - HYPH cord-349217-vpih1wvs 129 11 case case NN cord-349217-vpih1wvs 129 12 - - HYPH cord-349217-vpih1wvs 129 13 scenarios scenario NNS cord-349217-vpih1wvs 129 14 and and CC cord-349217-vpih1wvs 129 15 act act VB cord-349217-vpih1wvs 129 16 accordingly accordingly RB cord-349217-vpih1wvs 129 17 . . . cord-349217-vpih1wvs 130 1 Deciding decide VBG cord-349217-vpih1wvs 130 2 to to TO cord-349217-vpih1wvs 130 3 discard discard VB cord-349217-vpih1wvs 130 4 any any DT cord-349217-vpih1wvs 130 5 formal formal JJ cord-349217-vpih1wvs 130 6 , , , cord-349217-vpih1wvs 130 7 statistical statistical JJ cord-349217-vpih1wvs 130 8 forecasts forecast NNS cord-349217-vpih1wvs 130 9 and and CC cord-349217-vpih1wvs 130 10 acting act VBG cord-349217-vpih1wvs 130 11 conservatively conservatively RB cord-349217-vpih1wvs 130 12 , , , cord-349217-vpih1wvs 130 13 still still RB cord-349217-vpih1wvs 130 14 implies imply VBZ cord-349217-vpih1wvs 130 15 an an DT cord-349217-vpih1wvs 130 16 underlying underlie VBG cord-349217-vpih1wvs 130 17 forecasting forecasting NN cord-349217-vpih1wvs 130 18 process process NN cord-349217-vpih1wvs 130 19 , , , cord-349217-vpih1wvs 130 20 even even RB cord-349217-vpih1wvs 130 21 if if IN cord-349217-vpih1wvs 130 22 this this DT cord-349217-vpih1wvs 130 23 process process NN cord-349217-vpih1wvs 130 24 is be VBZ cord-349217-vpih1wvs 130 25 not not RB cord-349217-vpih1wvs 130 26 formalised formalise VBN cord-349217-vpih1wvs 130 27 ( ( -LRB- cord-349217-vpih1wvs 130 28 personal personal JJ cord-349217-vpih1wvs 130 29 judgment judgment NN cord-349217-vpih1wvs 130 30 / / SYM cord-349217-vpih1wvs 130 31 belief belief NN cord-349217-vpih1wvs 130 32 ) ) -RRB- cord-349217-vpih1wvs 130 33 . . . cord-349217-vpih1wvs 131 1 In in IN cord-349217-vpih1wvs 131 2 this this DT cord-349217-vpih1wvs 131 3 exercise exercise NN cord-349217-vpih1wvs 131 4 , , , cord-349217-vpih1wvs 131 5 we -PRON- PRP cord-349217-vpih1wvs 131 6 used use VBD cord-349217-vpih1wvs 131 7 univariate univariate JJ cord-349217-vpih1wvs 131 8 time time NN cord-349217-vpih1wvs 131 9 series series NN cord-349217-vpih1wvs 131 10 models model NNS cord-349217-vpih1wvs 131 11 , , , cord-349217-vpih1wvs 131 12 which which WDT cord-349217-vpih1wvs 131 13 assume assume VBP cord-349217-vpih1wvs 131 14 that that IN cord-349217-vpih1wvs 131 15 the the DT cord-349217-vpih1wvs 131 16 data data NN cord-349217-vpih1wvs 131 17 is be VBZ cord-349217-vpih1wvs 131 18 accurate accurate JJ cord-349217-vpih1wvs 131 19 and and CC cord-349217-vpih1wvs 131 20 past past JJ cord-349217-vpih1wvs 131 21 patterns pattern NNS cord-349217-vpih1wvs 131 22 ( ( -LRB- cord-349217-vpih1wvs 131 23 including include VBG cord-349217-vpih1wvs 131 24 precautionary precautionary JJ cord-349217-vpih1wvs 131 25 measures measure NNS cord-349217-vpih1wvs 131 26 ) ) -RRB- cord-349217-vpih1wvs 131 27 will will MD cord-349217-vpih1wvs 131 28 continue continue VB cord-349217-vpih1wvs 131 29 to to TO cord-349217-vpih1wvs 131 30 apply apply VB cord-349217-vpih1wvs 131 31 . . . cord-349217-vpih1wvs 132 1 Significant significant JJ cord-349217-vpih1wvs 132 2 , , , cord-349217-vpih1wvs 132 3 consistent consistent JJ cord-349217-vpih1wvs 132 4 forecast forecast NN cord-349217-vpih1wvs 132 5 errors error NNS cord-349217-vpih1wvs 132 6 ( ( -LRB- cord-349217-vpih1wvs 132 7 potentially potentially RB cord-349217-vpih1wvs 132 8 spanning span VBG cord-349217-vpih1wvs 132 9 outside outside IN cord-349217-vpih1wvs 132 10 the the DT cord-349217-vpih1wvs 132 11 prediction prediction NN cord-349217-vpih1wvs 132 12 intervals interval NNS cord-349217-vpih1wvs 132 13 ) ) -RRB- cord-349217-vpih1wvs 132 14 should should MD cord-349217-vpih1wvs 132 15 be be VB cord-349217-vpih1wvs 132 16 associated associate VBN cord-349217-vpih1wvs 132 17 with with IN cord-349217-vpih1wvs 132 18 changes change NNS cord-349217-vpih1wvs 132 19 in in IN cord-349217-vpih1wvs 132 20 the the DT cord-349217-vpih1wvs 132 21 observed observed JJ cord-349217-vpih1wvs 132 22 patterns pattern NNS cord-349217-vpih1wvs 132 23 and and CC cord-349217-vpih1wvs 132 24 the the DT cord-349217-vpih1wvs 132 25 need need NN cord-349217-vpih1wvs 132 26 for for IN cord-349217-vpih1wvs 132 27 additional additional JJ cord-349217-vpih1wvs 132 28 actions action NNS cord-349217-vpih1wvs 132 29 and and CC cord-349217-vpih1wvs 132 30 measures measure NNS cord-349217-vpih1wvs 132 31 in in IN cord-349217-vpih1wvs 132 32 the the DT cord-349217-vpih1wvs 132 33 case case NN cord-349217-vpih1wvs 132 34 of of IN cord-349217-vpih1wvs 132 35 negatively negatively RB cord-349217-vpih1wvs 132 36 biased bias VBN cord-349217-vpih1wvs 132 37 forecasts forecast NNS cord-349217-vpih1wvs 132 38 . . . cord-349217-vpih1wvs 133 1 We -PRON- PRP cord-349217-vpih1wvs 133 2 believe believe VBP cord-349217-vpih1wvs 133 3 that that IN cord-349217-vpih1wvs 133 4 the the DT cord-349217-vpih1wvs 133 5 significant significant JJ cord-349217-vpih1wvs 133 6 forecast forecast NN cord-349217-vpih1wvs 133 7 error error NN cord-349217-vpih1wvs 133 8 at at IN cord-349217-vpih1wvs 133 9 the the DT cord-349217-vpih1wvs 133 10 end end NN cord-349217-vpih1wvs 133 11 of of IN cord-349217-vpih1wvs 133 12 the the DT cord-349217-vpih1wvs 133 13 first first JJ cord-349217-vpih1wvs 133 14 forecast forecast NN cord-349217-vpih1wvs 133 15 period period NN cord-349217-vpih1wvs 133 16 ( ( -LRB- cord-349217-vpih1wvs 133 17 from from IN cord-349217-vpih1wvs 133 18 01/ 01/ CD cord-349217-vpih1wvs 133 19 02/2020 02/2020 CD cord-349217-vpih1wvs 133 20 to to IN cord-349217-vpih1wvs 133 21 10/20/2020 10/20/2020 CD cord-349217-vpih1wvs 133 22 ) ) -RRB- cord-349217-vpih1wvs 133 23 as as IN cord-349217-vpih1wvs 133 24 depicted depict VBN cord-349217-vpih1wvs 133 25 in in IN cord-349217-vpih1wvs 133 26 Fig Fig NNP cord-349217-vpih1wvs 133 27 2 2 CD cord-349217-vpih1wvs 133 28 could could MD cord-349217-vpih1wvs 133 29 be be VB cord-349217-vpih1wvs 133 30 the the DT cord-349217-vpih1wvs 133 31 result result NN cord-349217-vpih1wvs 133 32 of of IN cord-349217-vpih1wvs 133 33 two two CD cord-349217-vpih1wvs 133 34 factors factor NNS cord-349217-vpih1wvs 133 35 : : : cord-349217-vpih1wvs 133 36 • • XX cord-349217-vpih1wvs 133 37 While while IN cord-349217-vpih1wvs 133 38 the the DT cord-349217-vpih1wvs 133 39 forecasts forecast NNS cord-349217-vpih1wvs 133 40 that that IN cord-349217-vpih1wvs 133 41 we -PRON- PRP cord-349217-vpih1wvs 133 42 produced produce VBD cord-349217-vpih1wvs 133 43 using use VBG cord-349217-vpih1wvs 133 44 the the DT cord-349217-vpih1wvs 133 45 data datum NNS cord-349217-vpih1wvs 133 46 up up IN cord-349217-vpih1wvs 133 47 until until IN cord-349217-vpih1wvs 133 48 31/01/2020 31/01/2020 CD cord-349217-vpih1wvs 133 49 would would MD cord-349217-vpih1wvs 133 50 be be VB cord-349217-vpih1wvs 133 51 a a DT cord-349217-vpih1wvs 133 52 good good JJ cord-349217-vpih1wvs 133 53 estimate estimate NN cord-349217-vpih1wvs 133 54 in in IN cord-349217-vpih1wvs 133 55 the the DT cord-349217-vpih1wvs 133 56 scenario scenario NN cord-349217-vpih1wvs 133 57 of of IN cord-349217-vpih1wvs 133 58 " " `` cord-349217-vpih1wvs 133 59 business business NN cord-349217-vpih1wvs 133 60 - - HYPH cord-349217-vpih1wvs 133 61 as as IN cord-349217-vpih1wvs 133 62 - - HYPH cord-349217-vpih1wvs 133 63 usual usual JJ cord-349217-vpih1wvs 133 64 " " '' cord-349217-vpih1wvs 133 65 ( ( -LRB- cord-349217-vpih1wvs 133 66 nothing nothing NN cord-349217-vpih1wvs 133 67 changes change NNS cord-349217-vpih1wvs 133 68 ) ) -RRB- cord-349217-vpih1wvs 133 69 , , , cord-349217-vpih1wvs 133 70 they -PRON- PRP cord-349217-vpih1wvs 133 71 disregard disregard VBP cord-349217-vpih1wvs 133 72 the the DT cord-349217-vpih1wvs 133 73 fact fact NN cord-349217-vpih1wvs 133 74 that that IN cord-349217-vpih1wvs 133 75 the the DT cord-349217-vpih1wvs 133 76 world world NN cord-349217-vpih1wvs 133 77 will will MD cord-349217-vpih1wvs 133 78 act act VB cord-349217-vpih1wvs 133 79 to to TO cord-349217-vpih1wvs 133 80 get get VB cord-349217-vpih1wvs 133 81 the the DT cord-349217-vpih1wvs 133 82 virus virus NN cord-349217-vpih1wvs 133 83 under under IN cord-349217-vpih1wvs 133 84 control control NN cord-349217-vpih1wvs 133 85 . . . cord-349217-vpih1wvs 134 1 The the DT cord-349217-vpih1wvs 134 2 Chinese chinese JJ cord-349217-vpih1wvs 134 3 authorities authority NNS cord-349217-vpih1wvs 134 4 managed manage VBD cord-349217-vpih1wvs 134 5 to to TO cord-349217-vpih1wvs 134 6 rapidly rapidly RB cord-349217-vpih1wvs 134 7 construct construct VB cord-349217-vpih1wvs 134 8 two two CD cord-349217-vpih1wvs 134 9 new new JJ cord-349217-vpih1wvs 134 10 hospitals hospital NNS cord-349217-vpih1wvs 134 11 , , , cord-349217-vpih1wvs 134 12 in in IN cord-349217-vpih1wvs 134 13 Huoshenshan Huoshenshan NNP cord-349217-vpih1wvs 134 14 and and CC cord-349217-vpih1wvs 134 15 Leishenshan Leishenshan NNP cord-349217-vpih1wvs 134 16 areas area NNS cord-349217-vpih1wvs 134 17 in in IN cord-349217-vpih1wvs 134 18 Wuhan Wuhan NNP cord-349217-vpih1wvs 134 19 , , , cord-349217-vpih1wvs 134 20 that that WDT cord-349217-vpih1wvs 134 21 opened open VBD cord-349217-vpih1wvs 134 22 on on IN cord-349217-vpih1wvs 134 23 03/02/2020 03/02/2020 CD cord-349217-vpih1wvs 134 24 and and CC cord-349217-vpih1wvs 134 25 08/02/2020 08/02/2020 CD cord-349217-vpih1wvs 134 26 respectively respectively RB cord-349217-vpih1wvs 134 27 . . . cord-349217-vpih1wvs 135 1 Multiple multiple JJ cord-349217-vpih1wvs 135 2 commuting commuting NN cord-349217-vpih1wvs 135 3 restrictions restriction NNS cord-349217-vpih1wvs 135 4 were be VBD cord-349217-vpih1wvs 135 5 applied apply VBN cord-349217-vpih1wvs 135 6 both both CC cord-349217-vpih1wvs 135 7 within within IN cord-349217-vpih1wvs 135 8 China China NNP cord-349217-vpih1wvs 135 9 and and CC cord-349217-vpih1wvs 135 10 internationally internationally RB cord-349217-vpih1wvs 135 11 . . . cord-349217-vpih1wvs 136 1 The the DT cord-349217-vpih1wvs 136 2 World World NNP cord-349217-vpih1wvs 136 3 Health Health NNP cord-349217-vpih1wvs 136 4 Organisation Organisation NNP cord-349217-vpih1wvs 136 5 helped help VBD cord-349217-vpih1wvs 136 6 in in IN cord-349217-vpih1wvs 136 7 creating create VBG cord-349217-vpih1wvs 136 8 awareness awareness NN cord-349217-vpih1wvs 136 9 of of IN cord-349217-vpih1wvs 136 10 the the DT cord-349217-vpih1wvs 136 11 novel novel JJ cord-349217-vpih1wvs 136 12 virus virus NN cord-349217-vpih1wvs 136 13 . . . cord-349217-vpih1wvs 137 1 So so RB cord-349217-vpih1wvs 137 2 , , , cord-349217-vpih1wvs 137 3 the the DT cord-349217-vpih1wvs 137 4 decline decline NN cord-349217-vpih1wvs 137 5 in in IN cord-349217-vpih1wvs 137 6 the the DT cord-349217-vpih1wvs 137 7 spread spread NN cord-349217-vpih1wvs 137 8 of of IN cord-349217-vpih1wvs 137 9 the the DT cord-349217-vpih1wvs 137 10 COVID-19 covid-19 NN cord-349217-vpih1wvs 137 11 during during IN cord-349217-vpih1wvs 137 12 this this DT cord-349217-vpih1wvs 137 13 first first JJ cord-349217-vpih1wvs 137 14 round round NN cord-349217-vpih1wvs 137 15 could could MD cord-349217-vpih1wvs 137 16 well well RB cord-349217-vpih1wvs 137 17 be be VB cord-349217-vpih1wvs 137 18 linked link VBN cord-349217-vpih1wvs 137 19 with with IN cord-349217-vpih1wvs 137 20 these these DT cord-349217-vpih1wvs 137 21 attempts attempt NNS cord-349217-vpih1wvs 137 22 from from IN cord-349217-vpih1wvs 137 23 local local JJ cord-349217-vpih1wvs 137 24 and and CC cord-349217-vpih1wvs 137 25 global global JJ cord-349217-vpih1wvs 137 26 authorities authority NNS cord-349217-vpih1wvs 137 27 . . . cord-349217-vpih1wvs 138 1 • • NNP cord-349217-vpih1wvs 139 1 There there EX cord-349217-vpih1wvs 139 2 may may MD cord-349217-vpih1wvs 139 3 be be VB cord-349217-vpih1wvs 139 4 a a DT cord-349217-vpih1wvs 139 5 " " `` cord-349217-vpih1wvs 139 6 garbage garbage NN cord-349217-vpih1wvs 139 7 - - HYPH cord-349217-vpih1wvs 139 8 in in NN cord-349217-vpih1wvs 139 9 , , , cord-349217-vpih1wvs 139 10 garbage garbage NN cord-349217-vpih1wvs 139 11 - - HYPH cord-349217-vpih1wvs 139 12 out out NN cord-349217-vpih1wvs 139 13 " " '' cord-349217-vpih1wvs 139 14 situation situation NN cord-349217-vpih1wvs 139 15 . . . cord-349217-vpih1wvs 140 1 As as IN cord-349217-vpih1wvs 140 2 mentioned mention VBN cord-349217-vpih1wvs 140 3 above above RB cord-349217-vpih1wvs 140 4 , , , cord-349217-vpih1wvs 140 5 our -PRON- PRP$ cord-349217-vpih1wvs 140 6 analysis analysis NN cord-349217-vpih1wvs 140 7 and and CC cord-349217-vpih1wvs 140 8 forecasts forecast NNS cord-349217-vpih1wvs 140 9 assumed assume VBD cord-349217-vpih1wvs 140 10 that that IN cord-349217-vpih1wvs 140 11 the the DT cord-349217-vpih1wvs 140 12 data datum NNS cord-349217-vpih1wvs 140 13 are be VBP cord-349217-vpih1wvs 140 14 accurate accurate JJ cord-349217-vpih1wvs 140 15 . . . cord-349217-vpih1wvs 141 1 It -PRON- PRP cord-349217-vpih1wvs 141 2 could could MD cord-349217-vpih1wvs 141 3 be be VB cord-349217-vpih1wvs 141 4 the the DT cord-349217-vpih1wvs 141 5 case case NN cord-349217-vpih1wvs 141 6 that that IN cord-349217-vpih1wvs 141 7 the the DT cord-349217-vpih1wvs 141 8 positive positive JJ cord-349217-vpih1wvs 141 9 bias bias NN cord-349217-vpih1wvs 141 10 of of IN cord-349217-vpih1wvs 141 11 the the DT cord-349217-vpih1wvs 141 12 first first JJ cord-349217-vpih1wvs 141 13 - - HYPH cord-349217-vpih1wvs 141 14 period period NN cord-349217-vpih1wvs 141 15 forecasts forecast NNS cord-349217-vpih1wvs 141 16 is be VBZ cord-349217-vpih1wvs 141 17 not not RB cord-349217-vpih1wvs 141 18 as as RB cord-349217-vpih1wvs 141 19 significant significant JJ cord-349217-vpih1wvs 141 20 as as IN cord-349217-vpih1wvs 141 21 it -PRON- PRP cord-349217-vpih1wvs 141 22 seems seem VBZ cord-349217-vpih1wvs 141 23 dues due NNS cord-349217-vpih1wvs 141 24 to to IN cord-349217-vpih1wvs 141 25 potential potential JJ cord-349217-vpih1wvs 141 26 inaccuracies inaccuracy NNS cord-349217-vpih1wvs 141 27 in in IN cord-349217-vpih1wvs 141 28 the the DT cord-349217-vpih1wvs 141 29 actual actual JJ cord-349217-vpih1wvs 141 30 data datum NNS cord-349217-vpih1wvs 141 31 and and CC cord-349217-vpih1wvs 141 32 the the DT cord-349217-vpih1wvs 141 33 under under NN cord-349217-vpih1wvs 141 34 - - HYPH cord-349217-vpih1wvs 141 35 accounting accounting NN cord-349217-vpih1wvs 141 36 of of IN cord-349217-vpih1wvs 141 37 confirmed confirm VBN cord-349217-vpih1wvs 141 38 cases case NNS cord-349217-vpih1wvs 141 39 . . . cord-349217-vpih1wvs 142 1 This this DT cord-349217-vpih1wvs 142 2 is be VBZ cord-349217-vpih1wvs 142 3 especially especially RB cord-349217-vpih1wvs 142 4 true true JJ cord-349217-vpih1wvs 142 5 given give VBN cord-349217-vpih1wvs 142 6 the the DT cord-349217-vpih1wvs 142 7 delay delay NN cord-349217-vpih1wvs 142 8 effects effect NNS cord-349217-vpih1wvs 142 9 in in IN cord-349217-vpih1wvs 142 10 diagnosing diagnose VBG cord-349217-vpih1wvs 142 11 COVID-19 covid-19 CD cord-349217-vpih1wvs 142 12 cases case NNS cord-349217-vpih1wvs 142 13 [ [ -LRB- cord-349217-vpih1wvs 142 14 24 24 CD cord-349217-vpih1wvs 142 15 ] ] -RRB- cord-349217-vpih1wvs 142 16 . . . cord-349217-vpih1wvs 143 1 Our -PRON- PRP$ cord-349217-vpih1wvs 143 2 second second JJ cord-349217-vpih1wvs 143 3 and and CC cord-349217-vpih1wvs 143 4 third third JJ cord-349217-vpih1wvs 143 5 sets set NNS cord-349217-vpih1wvs 143 6 of of IN cord-349217-vpih1wvs 143 7 forecasts forecast NNS cord-349217-vpih1wvs 143 8 that that WDT cord-349217-vpih1wvs 143 9 cover cover VBP cord-349217-vpih1wvs 143 10 the the DT cord-349217-vpih1wvs 143 11 period period NN cord-349217-vpih1wvs 143 12 11/02/2020 11/02/2020 CD cord-349217-vpih1wvs 143 13 to to TO cord-349217-vpih1wvs 143 14 01/03/2020 01/03/2020 CD cord-349217-vpih1wvs 143 15 were be VBD cord-349217-vpih1wvs 143 16 very very RB cord-349217-vpih1wvs 143 17 close close JJ cord-349217-vpih1wvs 143 18 to to IN cord-349217-vpih1wvs 143 19 the the DT cord-349217-vpih1wvs 143 20 recorded record VBN cord-349217-vpih1wvs 143 21 confirmed confirm VBN cord-349217-vpih1wvs 143 22 cases case NNS cord-349217-vpih1wvs 143 23 ( ( -LRB- cord-349217-vpih1wvs 143 24 the the DT cord-349217-vpih1wvs 143 25 forecast forecast NN cord-349217-vpih1wvs 143 26 error error NN cord-349217-vpih1wvs 143 27 was be VBD cord-349217-vpih1wvs 143 28 lower low JJR cord-349217-vpih1wvs 143 29 than than IN cord-349217-vpih1wvs 143 30 6 6 CD cord-349217-vpih1wvs 143 31 thousand thousand CD cord-349217-vpih1wvs 143 32 cases case NNS cord-349217-vpih1wvs 143 33 at at IN cord-349217-vpih1wvs 143 34 the the DT cord-349217-vpih1wvs 143 35 end end NN cord-349217-vpih1wvs 143 36 of of IN cord-349217-vpih1wvs 143 37 each each DT cord-349217-vpih1wvs 143 38 10-day 10-day CD cord-349217-vpih1wvs 143 39 period period NN cord-349217-vpih1wvs 143 40 ) ) -RRB- cord-349217-vpih1wvs 143 41 . . . cord-349217-vpih1wvs 144 1 The the DT cord-349217-vpih1wvs 144 2 slowing slow VBG cord-349217-vpih1wvs 144 3 down down IN cord-349217-vpih1wvs 144 4 of of IN cord-349217-vpih1wvs 144 5 the the DT cord-349217-vpih1wvs 144 6 trend trend NN cord-349217-vpih1wvs 144 7 during during IN cord-349217-vpih1wvs 144 8 this this DT cord-349217-vpih1wvs 144 9 period period NN cord-349217-vpih1wvs 144 10 suggested suggest VBD cord-349217-vpih1wvs 144 11 that that IN cord-349217-vpih1wvs 144 12 COVID-19 COVID-19 NNP cord-349217-vpih1wvs 144 13 would would MD cord-349217-vpih1wvs 144 14 not not RB cord-349217-vpih1wvs 144 15 cause cause VB cord-349217-vpih1wvs 144 16 any any DT cord-349217-vpih1wvs 144 17 serious serious JJ cord-349217-vpih1wvs 144 18 problems problem NNS cord-349217-vpih1wvs 144 19 , , , cord-349217-vpih1wvs 144 20 particularly particularly RB cord-349217-vpih1wvs 144 21 outside outside RB cord-349217-vpih1wvs 144 22 of of IN cord-349217-vpih1wvs 144 23 Mainland Mainland NNP cord-349217-vpih1wvs 144 24 China China NNP cord-349217-vpih1wvs 144 25 . . . cord-349217-vpih1wvs 145 1 Unfortunately unfortunately RB cord-349217-vpih1wvs 145 2 , , , cord-349217-vpih1wvs 145 3 that that DT cord-349217-vpih1wvs 145 4 was be VBD cord-349217-vpih1wvs 145 5 not not RB cord-349217-vpih1wvs 145 6 the the DT cord-349217-vpih1wvs 145 7 case case NN cord-349217-vpih1wvs 145 8 . . . cord-349217-vpih1wvs 146 1 The the DT cord-349217-vpih1wvs 146 2 last last JJ cord-349217-vpih1wvs 146 3 two two CD cord-349217-vpih1wvs 146 4 sets set NNS cord-349217-vpih1wvs 146 5 of of IN cord-349217-vpih1wvs 146 6 forecasts forecast NNS cord-349217-vpih1wvs 146 7 that that WDT cord-349217-vpih1wvs 146 8 cover cover VBP cord-349217-vpih1wvs 146 9 the the DT cord-349217-vpih1wvs 146 10 period period NN cord-349217-vpih1wvs 146 11 02/03/2020 02/03/2020 CD cord-349217-vpih1wvs 146 12 to to IN cord-349217-vpih1wvs 146 13 21/03/2020 21/03/2020 CD cord-349217-vpih1wvs 146 14 show show NN cord-349217-vpih1wvs 146 15 a a DT cord-349217-vpih1wvs 146 16 significant significant JJ cord-349217-vpih1wvs 146 17 increase increase NN cord-349217-vpih1wvs 146 18 in in IN cord-349217-vpih1wvs 146 19 the the DT cord-349217-vpih1wvs 146 20 trend trend NN cord-349217-vpih1wvs 146 21 of of IN cord-349217-vpih1wvs 146 22 cases case NNS cord-349217-vpih1wvs 146 23 globally globally RB cord-349217-vpih1wvs 146 24 coupled couple VBN cord-349217-vpih1wvs 146 25 with with IN cord-349217-vpih1wvs 146 26 an an DT cord-349217-vpih1wvs 146 27 increase increase NN cord-349217-vpih1wvs 146 28 in in IN cord-349217-vpih1wvs 146 29 the the DT cord-349217-vpih1wvs 146 30 associated associated JJ cord-349217-vpih1wvs 146 31 uncertainty uncertainty NN cord-349217-vpih1wvs 146 32 . . . cord-349217-vpih1wvs 147 1 We -PRON- PRP cord-349217-vpih1wvs 147 2 hope hope VBP cord-349217-vpih1wvs 147 3 that that IN cord-349217-vpih1wvs 147 4 our -PRON- PRP$ cord-349217-vpih1wvs 147 5 forecasts forecast NNS cord-349217-vpih1wvs 147 6 will will MD cord-349217-vpih1wvs 147 7 be be VB cord-349217-vpih1wvs 147 8 a a DT cord-349217-vpih1wvs 147 9 useful useful JJ cord-349217-vpih1wvs 147 10 tool tool NN cord-349217-vpih1wvs 147 11 for for IN cord-349217-vpih1wvs 147 12 governments government NNS cord-349217-vpih1wvs 147 13 and and CC cord-349217-vpih1wvs 147 14 individuals individual NNS cord-349217-vpih1wvs 147 15 towards towards IN cord-349217-vpih1wvs 147 16 making make VBG cord-349217-vpih1wvs 147 17 decisions decision NNS cord-349217-vpih1wvs 147 18 and and CC cord-349217-vpih1wvs 147 19 taking take VBG cord-349217-vpih1wvs 147 20 the the DT cord-349217-vpih1wvs 147 21 appropriate appropriate JJ cord-349217-vpih1wvs 147 22 actions action NNS cord-349217-vpih1wvs 147 23 to to TO cord-349217-vpih1wvs 147 24 contain contain VB cord-349217-vpih1wvs 147 25 the the DT cord-349217-vpih1wvs 147 26 spreading spreading NN cord-349217-vpih1wvs 147 27 of of IN cord-349217-vpih1wvs 147 28 the the DT cord-349217-vpih1wvs 147 29 virus virus NN cord-349217-vpih1wvs 147 30 to to IN cord-349217-vpih1wvs 147 31 the the DT cord-349217-vpih1wvs 147 32 degree degree NN cord-349217-vpih1wvs 147 33 possible possible JJ cord-349217-vpih1wvs 147 34 . . . cord-349217-vpih1wvs 148 1 Conceptualization conceptualization NN cord-349217-vpih1wvs 148 2 : : : cord-349217-vpih1wvs 149 1 Fotios Fotios NNP cord-349217-vpih1wvs 149 2 Petropoulos Petropoulos NNPS cord-349217-vpih1wvs 149 3 , , , cord-349217-vpih1wvs 149 4 Spyros Spyros NNP cord-349217-vpih1wvs 149 5 Makridakis Makridakis NNP cord-349217-vpih1wvs 149 6 . . . cord-349217-vpih1wvs 150 1 Formal formal JJ cord-349217-vpih1wvs 150 2 analysis analysis NN cord-349217-vpih1wvs 150 3 : : : cord-349217-vpih1wvs 151 1 Fotios Fotios NNP cord-349217-vpih1wvs 151 2 Petropoulos Petropoulos NNPS cord-349217-vpih1wvs 151 3 . . . cord-349217-vpih1wvs 151 4 _SP cord-349217-vpih1wvs 152 1 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 152 2 epidemic epidemic NN cord-349217-vpih1wvs 152 3 keeps keep VBZ cord-349217-vpih1wvs 152 4 growing grow VBG cord-349217-vpih1wvs 152 5 , , , cord-349217-vpih1wvs 152 6 but but CC cord-349217-vpih1wvs 152 7 spread spread VBN cord-349217-vpih1wvs 152 8 in in IN cord-349217-vpih1wvs 152 9 China China NNP cord-349217-vpih1wvs 152 10 slows slow VBZ cord-349217-vpih1wvs 152 11 Sharp sharp JJ cord-349217-vpih1wvs 152 12 increase increase NN cord-349217-vpih1wvs 152 13 in in IN cord-349217-vpih1wvs 152 14 deaths death NNS cord-349217-vpih1wvs 152 15 and and CC cord-349217-vpih1wvs 152 16 cases case NNS cord-349217-vpih1wvs 152 17 in in IN cord-349217-vpih1wvs 152 18 Hubei Hubei NNP cord-349217-vpih1wvs 152 19 Flu Flu NNP cord-349217-vpih1wvs 152 20 kills kill VBZ cord-349217-vpih1wvs 152 21 646,000 646,000 CD cord-349217-vpih1wvs 152 22 people people NNS cord-349217-vpih1wvs 152 23 worldwide worldwide RB cord-349217-vpih1wvs 152 24 each each DT cord-349217-vpih1wvs 152 25 year year NN cord-349217-vpih1wvs 152 26 : : : cord-349217-vpih1wvs 152 27 Study study NN cord-349217-vpih1wvs 152 28 finds find VBZ cord-349217-vpih1wvs 152 29 Predicting predict VBG cord-349217-vpih1wvs 152 30 medical medical JJ cord-349217-vpih1wvs 152 31 risks risk NNS cord-349217-vpih1wvs 152 32 and and CC cord-349217-vpih1wvs 152 33 appreciating appreciate VBG cord-349217-vpih1wvs 152 34 uncertainty uncertainty NN cord-349217-vpih1wvs 152 35 A a DT cord-349217-vpih1wvs 152 36 state state NN cord-349217-vpih1wvs 152 37 space space NN cord-349217-vpih1wvs 152 38 framework framework NN cord-349217-vpih1wvs 152 39 for for IN cord-349217-vpih1wvs 152 40 automatic automatic JJ cord-349217-vpih1wvs 152 41 forecasting forecasting NN cord-349217-vpih1wvs 152 42 using use VBG cord-349217-vpih1wvs 152 43 exponential exponential JJ cord-349217-vpih1wvs 152 44 smoothing smoothing NN cord-349217-vpih1wvs 152 45 methods method NNS cord-349217-vpih1wvs 152 46 Exponential exponential JJ cord-349217-vpih1wvs 152 47 smoothing smooth VBG cord-349217-vpih1wvs 152 48 with with IN cord-349217-vpih1wvs 152 49 a a DT cord-349217-vpih1wvs 152 50 damped damped JJ cord-349217-vpih1wvs 152 51 multiplicative multiplicative JJ cord-349217-vpih1wvs 152 52 trend trend NN cord-349217-vpih1wvs 153 1 The the DT cord-349217-vpih1wvs 153 2 accuracy accuracy NN cord-349217-vpih1wvs 153 3 of of IN cord-349217-vpih1wvs 153 4 extrapolation extrapolation NN cord-349217-vpih1wvs 153 5 ( ( -LRB- cord-349217-vpih1wvs 153 6 time time NNP cord-349217-vpih1wvs 153 7 series series NNP cord-349217-vpih1wvs 153 8 ) ) -RRB- cord-349217-vpih1wvs 153 9 methods method NNS cord-349217-vpih1wvs 153 10 : : : cord-349217-vpih1wvs 153 11 Results result NNS cord-349217-vpih1wvs 153 12 of of IN cord-349217-vpih1wvs 153 13 a a DT cord-349217-vpih1wvs 153 14 forecasting forecasting NN cord-349217-vpih1wvs 153 15 competition competition NN cord-349217-vpih1wvs 154 1 The the DT cord-349217-vpih1wvs 154 2 M3-Competition m3-competition NN cord-349217-vpih1wvs 154 3 : : : cord-349217-vpih1wvs 154 4 results result NNS cord-349217-vpih1wvs 154 5 , , , cord-349217-vpih1wvs 154 6 conclusions conclusion NNS cord-349217-vpih1wvs 154 7 and and CC cord-349217-vpih1wvs 154 8 implications implication NNS cord-349217-vpih1wvs 155 1 The the DT cord-349217-vpih1wvs 155 2 M4 M4 NNP cord-349217-vpih1wvs 155 3 competition competition NN cord-349217-vpih1wvs 155 4 : : : cord-349217-vpih1wvs 155 5 100,000 100,000 CD cord-349217-vpih1wvs 155 6 time time NN cord-349217-vpih1wvs 155 7 series series NN cord-349217-vpih1wvs 155 8 and and CC cord-349217-vpih1wvs 155 9 61 61 CD cord-349217-vpih1wvs 155 10 forecasting forecasting NN cord-349217-vpih1wvs 155 11 methods method NNS cord-349217-vpih1wvs 155 12 Judgmental judgmental JJ cord-349217-vpih1wvs 155 13 selection selection NN cord-349217-vpih1wvs 155 14 of of IN cord-349217-vpih1wvs 155 15 forecasting forecasting NN cord-349217-vpih1wvs 155 16 models model NNS cord-349217-vpih1wvs 155 17 Harvard Harvard NNP cord-349217-vpih1wvs 155 18 Professor Professor NNP cord-349217-vpih1wvs 155 19 Sounds Sounds NNP cord-349217-vpih1wvs 155 20 Alarm Alarm NNP cord-349217-vpih1wvs 155 21 on on IN cord-349217-vpih1wvs 155 22 ' ' `` cord-349217-vpih1wvs 155 23 Likely likely RB cord-349217-vpih1wvs 155 24 ' ' '' cord-349217-vpih1wvs 155 25 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 155 26 Pandemic Pandemic NNP cord-349217-vpih1wvs 155 27 : : : cord-349217-vpih1wvs 155 28 40 40 CD cord-349217-vpih1wvs 155 29 % % NN cord-349217-vpih1wvs 155 30 to to TO cord-349217-vpih1wvs 155 31 70 70 CD cord-349217-vpih1wvs 155 32 % % NN cord-349217-vpih1wvs 155 33 of of IN cord-349217-vpih1wvs 155 34 World world NN cord-349217-vpih1wvs 155 35 Could Could MD cord-349217-vpih1wvs 155 36 Be be VB cord-349217-vpih1wvs 155 37 Infected infect VBN cord-349217-vpih1wvs 155 38 This this DT cord-349217-vpih1wvs 155 39 Year year NN cord-349217-vpih1wvs 156 1 Up up IN cord-349217-vpih1wvs 156 2 to to TO cord-349217-vpih1wvs 156 3 70 70 CD cord-349217-vpih1wvs 156 4 % % NN cord-349217-vpih1wvs 156 5 of of IN cord-349217-vpih1wvs 156 6 Germany Germany NNP cord-349217-vpih1wvs 156 7 could could MD cord-349217-vpih1wvs 156 8 become become VB cord-349217-vpih1wvs 156 9 infected infect VBN cord-349217-vpih1wvs 156 10 - - : cord-349217-vpih1wvs 156 11 Merkel Merkel NNP cord-349217-vpih1wvs 156 12 Systemic Systemic NNP cord-349217-vpih1wvs 156 13 Risk Risk NNP cord-349217-vpih1wvs 156 14 of of IN cord-349217-vpih1wvs 156 15 Pandemic Pandemic NNP cord-349217-vpih1wvs 156 16 via via IN cord-349217-vpih1wvs 156 17 Novel Novel NNP cord-349217-vpih1wvs 156 18 Pathogens Pathogens NNPS cord-349217-vpih1wvs 156 19 - - HYPH cord-349217-vpih1wvs 156 20 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 156 21 : : : cord-349217-vpih1wvs 157 1 A a DT cord-349217-vpih1wvs 157 2 Note Note NNP cord-349217-vpih1wvs 157 3 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 158 1 : : : cord-349217-vpih1wvs 158 2 There there EX cord-349217-vpih1wvs 158 3 Are be VBP cord-349217-vpih1wvs 158 4 Better well JJR cord-349217-vpih1wvs 158 5 Things thing NNS cord-349217-vpih1wvs 158 6 To to TO cord-349217-vpih1wvs 158 7 Do do VB cord-349217-vpih1wvs 159 1 Than than IN cord-349217-vpih1wvs 159 2 Panic Panic NNP cord-349217-vpih1wvs 159 3 The the DT cord-349217-vpih1wvs 159 4 Cognitive Cognitive NNP cord-349217-vpih1wvs 159 5 Bias Bias NNP cord-349217-vpih1wvs 160 1 That that DT cord-349217-vpih1wvs 160 2 Makes make VBZ cord-349217-vpih1wvs 160 3 Us -PRON- PRP cord-349217-vpih1wvs 160 4 Panic panic NN cord-349217-vpih1wvs 160 5 About about IN cord-349217-vpih1wvs 160 6 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 160 7 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 160 8 and and CC cord-349217-vpih1wvs 161 1 its -PRON- PRP$ cord-349217-vpih1wvs 161 2 global global JJ cord-349217-vpih1wvs 161 3 sweep sweep NN cord-349217-vpih1wvs 161 4 stokes stokes NNP cord-349217-vpih1wvs 161 5 fear fear NN cord-349217-vpih1wvs 161 6 over over IN cord-349217-vpih1wvs 161 7 facts fact NNS cord-349217-vpih1wvs 161 8 . . . cord-349217-vpih1wvs 162 1 Experts expert NNS cord-349217-vpih1wvs 162 2 say say VBP cord-349217-vpih1wvs 162 3 it -PRON- PRP cord-349217-vpih1wvs 162 4 's be VBZ cord-349217-vpih1wvs 162 5 unlikely unlikely JJ cord-349217-vpih1wvs 162 6 to to TO cord-349217-vpih1wvs 162 7 produce produce VB cord-349217-vpih1wvs 162 8 ' ' `` cord-349217-vpih1wvs 162 9 apocalyptic apocalyptic JJ cord-349217-vpih1wvs 162 10 scenario scenario NN cord-349217-vpih1wvs 162 11 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 162 12 in in IN cord-349217-vpih1wvs 162 13 Europe Europe NNP cord-349217-vpih1wvs 162 14 : : : cord-349217-vpih1wvs 163 1 Epidemic epidemic NN cord-349217-vpih1wvs 163 2 or or CC cord-349217-vpih1wvs 163 3 ' ' `` cord-349217-vpih1wvs 163 4 infodemic infodemic NN cord-349217-vpih1wvs 163 5 ' ' '' cord-349217-vpih1wvs 163 6 ? ? . cord-349217-vpih1wvs 164 1 MIT MIT NNP cord-349217-vpih1wvs 164 2 Technology Technology NNP cord-349217-vpih1wvs 164 3 Review Review NNP cord-349217-vpih1wvs 164 4 . . . cord-349217-vpih1wvs 165 1 The the DT cord-349217-vpih1wvs 165 2 coronavirus coronavirus NN cord-349217-vpih1wvs 165 3 is be VBZ cord-349217-vpih1wvs 165 4 the the DT cord-349217-vpih1wvs 165 5 first first JJ cord-349217-vpih1wvs 165 6 true true JJ cord-349217-vpih1wvs 165 7 social social JJ cord-349217-vpih1wvs 165 8 - - HYPH cord-349217-vpih1wvs 165 9 media medium NNS cord-349217-vpih1wvs 165 10 " " '' cord-349217-vpih1wvs 165 11 infodemic infodemic JJ cord-349217-vpih1wvs 165 12 Bill Bill NNP cord-349217-vpih1wvs 165 13 Gates Gates NNP cord-349217-vpih1wvs 165 14 and and CC cord-349217-vpih1wvs 165 15 Elon Elon NNP cord-349217-vpih1wvs 165 16 Musk Musk NNP cord-349217-vpih1wvs 165 17 Just just RB cord-349217-vpih1wvs 165 18 Issued issue VBD cord-349217-vpih1wvs 165 19 Very very RB cord-349217-vpih1wvs 165 20 Different different JJ cord-349217-vpih1wvs 165 21 Responses response NNS cord-349217-vpih1wvs 165 22 to to IN cord-349217-vpih1wvs 165 23 the the DT cord-349217-vpih1wvs 165 24 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 165 25 . . . cord-349217-vpih1wvs 166 1 It -PRON- PRP cord-349217-vpih1wvs 166 2 's be VBZ cord-349217-vpih1wvs 166 3 a a DT cord-349217-vpih1wvs 166 4 Lesson lesson NN cord-349217-vpih1wvs 166 5 in in IN cord-349217-vpih1wvs 166 6 Emotional Emotional NNP cord-349217-vpih1wvs 166 7 Intelligence intelligence NN cord-349217-vpih1wvs 167 1 The the DT cord-349217-vpih1wvs 167 2 Black Black NNP cord-349217-vpih1wvs 167 3 Swan Swan NNP cord-349217-vpih1wvs 167 4 ' ' '' cord-349217-vpih1wvs 167 5 Author author NN cord-349217-vpih1wvs 167 6 To to IN cord-349217-vpih1wvs 167 7 Elon Elon NNP cord-349217-vpih1wvs 167 8 Musk:'Saying Musk:'Saying NNP cord-349217-vpih1wvs 167 9 The the DT cord-349217-vpih1wvs 167 10 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 167 11 Panic Panic NNP cord-349217-vpih1wvs 167 12 Is be VBZ cord-349217-vpih1wvs 167 13 Dumb dumb JJ cord-349217-vpih1wvs 168 1 Is be VBZ cord-349217-vpih1wvs 168 2 Dumb dumb JJ cord-349217-vpih1wvs 168 3 Responding respond VBG cord-349217-vpih1wvs 168 4 to to IN cord-349217-vpih1wvs 168 5 Covid-19-A Covid-19-A NNP cord-349217-vpih1wvs 169 1 Once once RB cord-349217-vpih1wvs 169 2 - - HYPH cord-349217-vpih1wvs 169 3 in in IN cord-349217-vpih1wvs 169 4 - - HYPH cord-349217-vpih1wvs 169 5 a a DT cord-349217-vpih1wvs 169 6 - - HYPH cord-349217-vpih1wvs 169 7 Century century NN cord-349217-vpih1wvs 169 8 Pandemic pandemic NN cord-349217-vpih1wvs 169 9 ? ? . cord-349217-vpih1wvs 170 1 How how WRB cord-349217-vpih1wvs 170 2 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 170 3 Could Could MD cord-349217-vpih1wvs 170 4 Impact impact VB cord-349217-vpih1wvs 170 5 the the DT cord-349217-vpih1wvs 170 6 Global Global NNP cord-349217-vpih1wvs 170 7 Supply Supply NNP cord-349217-vpih1wvs 170 8 Chain Chain NNP cord-349217-vpih1wvs 170 9 by by IN cord-349217-vpih1wvs 170 10 Mid Mid NNP cord-349217-vpih1wvs 170 11 - - NNP cord-349217-vpih1wvs 170 12 March March NNP cord-349217-vpih1wvs 170 13 JPMorgan JPMorgan NNP cord-349217-vpih1wvs 170 14 officially officially RB cord-349217-vpih1wvs 170 15 forecasts forecast VBZ cord-349217-vpih1wvs 170 16 a a DT cord-349217-vpih1wvs 170 17 coronavirus coronavirus NN cord-349217-vpih1wvs 170 18 - - HYPH cord-349217-vpih1wvs 170 19 driven drive VBN cord-349217-vpih1wvs 170 20 recession recession NN cord-349217-vpih1wvs 170 21 will will MD cord-349217-vpih1wvs 170 22 rock rock VB cord-349217-vpih1wvs 170 23 the the DT cord-349217-vpih1wvs 170 24 US US NNP cord-349217-vpih1wvs 170 25 and and CC cord-349217-vpih1wvs 170 26 Europe Europe NNP cord-349217-vpih1wvs 170 27 by by IN cord-349217-vpih1wvs 170 28 July July NNP cord-349217-vpih1wvs 170 29 Characteristics Characteristics NNP cord-349217-vpih1wvs 170 30 of of IN cord-349217-vpih1wvs 170 31 and and CC cord-349217-vpih1wvs 170 32 Important important JJ cord-349217-vpih1wvs 170 33 Lessons lesson NNS cord-349217-vpih1wvs 170 34 From from IN cord-349217-vpih1wvs 170 35 the the DT cord-349217-vpih1wvs 170 36 Coronavirus Coronavirus NNP cord-349217-vpih1wvs 170 37 Disease Disease NNP cord-349217-vpih1wvs 170 38 2019 2019 CD cord-349217-vpih1wvs 171 1 ( ( -LRB- cord-349217-vpih1wvs 171 2 COVID-19 COVID-19 NNP cord-349217-vpih1wvs 171 3 ) ) -RRB- cord-349217-vpih1wvs 171 4 Outbreak outbreak NN cord-349217-vpih1wvs 171 5 in in IN cord-349217-vpih1wvs 171 6 China China NNP cord-349217-vpih1wvs 172 1 Visualization visualization NN cord-349217-vpih1wvs 172 2 : : : cord-349217-vpih1wvs 172 3 Fotios Fotios NNP cord-349217-vpih1wvs 172 4 Petropoulos Petropoulos NNPS cord-349217-vpih1wvs 172 5 . . . cord-349217-vpih1wvs 173 1 Writing write VBG cord-349217-vpih1wvs 173 2 -review -review : cord-349217-vpih1wvs 173 3 & & CC cord-349217-vpih1wvs 173 4 editing editing NN cord-349217-vpih1wvs 173 5 : : : cord-349217-vpih1wvs 173 6 Fotios Fotios NNP cord-349217-vpih1wvs 173 7 Petropoulos Petropoulos NNPS cord-349217-vpih1wvs 173 8 , , , cord-349217-vpih1wvs 173 9 Spyros Spyros NNP cord-349217-vpih1wvs 173 10 Makridakis Makridakis NNP cord-349217-vpih1wvs 173 11 . . .