id sid tid token lemma pos cord-166918-hop33fxg 1 1 key key JJ cord-166918-hop33fxg 1 2 : : : cord-166918-hop33fxg 1 3 cord-166918-hop33fxg cord-166918-hop33fxg JJ cord-166918-hop33fxg 1 4 authors author NNS cord-166918-hop33fxg 1 5 : : : cord-166918-hop33fxg 1 6 Dattoli Dattoli NNP cord-166918-hop33fxg 1 7 , , , cord-166918-hop33fxg 1 8 Giuseppe Giuseppe NNP cord-166918-hop33fxg 1 9 ; ; : cord-166918-hop33fxg 1 10 Palma Palma NNP cord-166918-hop33fxg 1 11 , , , cord-166918-hop33fxg 1 12 Emanuele Emanuele NNP cord-166918-hop33fxg 1 13 Di Di NNP cord-166918-hop33fxg 1 14 ; ; : cord-166918-hop33fxg 1 15 Licciardi Licciardi NNP cord-166918-hop33fxg 1 16 , , , cord-166918-hop33fxg 1 17 Silvia Silvia NNP cord-166918-hop33fxg 1 18 ; ; : cord-166918-hop33fxg 1 19 Sabia Sabia NNP cord-166918-hop33fxg 1 20 , , , cord-166918-hop33fxg 1 21 Elio Elio NNP cord-166918-hop33fxg 2 1 title title NN cord-166918-hop33fxg 2 2 : : : cord-166918-hop33fxg 2 3 On on IN cord-166918-hop33fxg 2 4 the the DT cord-166918-hop33fxg 2 5 Evolution Evolution NNP cord-166918-hop33fxg 2 6 of of IN cord-166918-hop33fxg 2 7 Covid-19 covid-19 NN cord-166918-hop33fxg 2 8 in in IN cord-166918-hop33fxg 2 9 Italy Italy NNP cord-166918-hop33fxg 2 10 : : : cord-166918-hop33fxg 2 11 a a DT cord-166918-hop33fxg 2 12 Follow follow VB cord-166918-hop33fxg 2 13 up up RP cord-166918-hop33fxg 2 14 Note note NN cord-166918-hop33fxg 2 15 date date NN cord-166918-hop33fxg 2 16 : : : cord-166918-hop33fxg 2 17 2020 2020 CD cord-166918-hop33fxg 2 18 - - HYPH cord-166918-hop33fxg 2 19 03 03 CD cord-166918-hop33fxg 2 20 - - HYPH cord-166918-hop33fxg 2 21 27 27 CD cord-166918-hop33fxg 2 22 journal journal NN cord-166918-hop33fxg 2 23 : : : cord-166918-hop33fxg 3 1 nan nan NNP cord-166918-hop33fxg 3 2 DOI DOI NNP cord-166918-hop33fxg 3 3 : : : cord-166918-hop33fxg 3 4 nan nan NNP cord-166918-hop33fxg 3 5 sha sha NNP cord-166918-hop33fxg 3 6 : : : cord-166918-hop33fxg 3 7 548a3a9103685eb9e7f0952b6d8790991221bf9a 548a3a9103685eb9e7f0952b6d8790991221bf9a CD cord-166918-hop33fxg 3 8 doc_id doc_id CD cord-166918-hop33fxg 3 9 : : : cord-166918-hop33fxg 3 10 166918 166918 CD cord-166918-hop33fxg 3 11 cord_uid cord_uid NNS cord-166918-hop33fxg 3 12 : : : cord-166918-hop33fxg 3 13 hop33fxg hop33fxg VBN cord-166918-hop33fxg 4 1 In in IN cord-166918-hop33fxg 4 2 a a DT cord-166918-hop33fxg 4 3 previous previous JJ cord-166918-hop33fxg 4 4 note note NN cord-166918-hop33fxg 4 5 we -PRON- PRP cord-166918-hop33fxg 4 6 made make VBD cord-166918-hop33fxg 4 7 an an DT cord-166918-hop33fxg 4 8 analysis analysis NN cord-166918-hop33fxg 4 9 of of IN cord-166918-hop33fxg 4 10 the the DT cord-166918-hop33fxg 4 11 spreading spreading NN cord-166918-hop33fxg 4 12 of of IN cord-166918-hop33fxg 4 13 the the DT cord-166918-hop33fxg 4 14 COVID covid JJ cord-166918-hop33fxg 4 15 disease disease NN cord-166918-hop33fxg 4 16 in in IN cord-166918-hop33fxg 4 17 Italy Italy NNP cord-166918-hop33fxg 4 18 . . . cord-166918-hop33fxg 5 1 We -PRON- PRP cord-166918-hop33fxg 5 2 used use VBD cord-166918-hop33fxg 5 3 a a DT cord-166918-hop33fxg 5 4 model model NN cord-166918-hop33fxg 5 5 based base VBN cord-166918-hop33fxg 5 6 on on IN cord-166918-hop33fxg 5 7 the the DT cord-166918-hop33fxg 5 8 logistic logistic JJ cord-166918-hop33fxg 5 9 and and CC cord-166918-hop33fxg 5 10 Hubbert Hubbert NNP cord-166918-hop33fxg 5 11 functions function NNS cord-166918-hop33fxg 5 12 , , , cord-166918-hop33fxg 5 13 the the DT cord-166918-hop33fxg 5 14 analysis analysis NN cord-166918-hop33fxg 5 15 we -PRON- PRP cord-166918-hop33fxg 5 16 exploited exploit VBD cord-166918-hop33fxg 5 17 has have VBZ cord-166918-hop33fxg 5 18 shown show VBN cord-166918-hop33fxg 5 19 limited limited JJ cord-166918-hop33fxg 5 20 usefulness usefulness NN cord-166918-hop33fxg 5 21 in in IN cord-166918-hop33fxg 5 22 terms term NNS cord-166918-hop33fxg 5 23 of of IN cord-166918-hop33fxg 5 24 predictions prediction NNS cord-166918-hop33fxg 5 25 and and CC cord-166918-hop33fxg 5 26 failed fail VBN cord-166918-hop33fxg 5 27 in in IN cord-166918-hop33fxg 5 28 fixing fix VBG cord-166918-hop33fxg 5 29 fundamental fundamental JJ cord-166918-hop33fxg 5 30 indications indication NNS cord-166918-hop33fxg 5 31 like like IN cord-166918-hop33fxg 5 32 the the DT cord-166918-hop33fxg 5 33 point point NN cord-166918-hop33fxg 5 34 of of IN cord-166918-hop33fxg 5 35 inflection inflection NN cord-166918-hop33fxg 5 36 of of IN cord-166918-hop33fxg 5 37 the the DT cord-166918-hop33fxg 5 38 disease disease NN cord-166918-hop33fxg 5 39 growth growth NN cord-166918-hop33fxg 5 40 . . . cord-166918-hop33fxg 6 1 In in IN cord-166918-hop33fxg 6 2 this this DT cord-166918-hop33fxg 6 3 note note NN cord-166918-hop33fxg 6 4 we -PRON- PRP cord-166918-hop33fxg 6 5 elaborate elaborate VBP cord-166918-hop33fxg 6 6 on on IN cord-166918-hop33fxg 6 7 the the DT cord-166918-hop33fxg 6 8 previous previous JJ cord-166918-hop33fxg 6 9 model model NN cord-166918-hop33fxg 6 10 , , , cord-166918-hop33fxg 6 11 using use VBG cord-166918-hop33fxg 6 12 multi multi JJ cord-166918-hop33fxg 6 13 - - JJ cord-166918-hop33fxg 6 14 logistic logistic JJ cord-166918-hop33fxg 6 15 models model NNS cord-166918-hop33fxg 6 16 and and CC cord-166918-hop33fxg 6 17 attempt attempt VB cord-166918-hop33fxg 6 18 a a DT cord-166918-hop33fxg 6 19 more more RBR cord-166918-hop33fxg 6 20 realistic realistic JJ cord-166918-hop33fxg 6 21 analysis analysis NN cord-166918-hop33fxg 6 22 . . . cord-166918-hop33fxg 7 1 The the DT cord-166918-hop33fxg 7 2 Covid-19 covid-19 JJ cord-166918-hop33fxg 7 3 pandemic pandemic NN cord-166918-hop33fxg 7 4 disease disease NN cord-166918-hop33fxg 7 5 is be VBZ cord-166918-hop33fxg 7 6 bringing bring VBG cord-166918-hop33fxg 7 7 elements element NNS cord-166918-hop33fxg 7 8 of of IN cord-166918-hop33fxg 7 9 novelty novelty NN cord-166918-hop33fxg 7 10 baffling baffling NN cord-166918-hop33fxg 7 11 for for IN cord-166918-hop33fxg 7 12 politicians politician NNS cord-166918-hop33fxg 7 13 , , , cord-166918-hop33fxg 7 14 M M NNP cord-166918-hop33fxg 7 15 D D NNP cord-166918-hop33fxg 7 16 's 's POS cord-166918-hop33fxg 7 17 and and CC cord-166918-hop33fxg 7 18 epidemic epidemic NN cord-166918-hop33fxg 7 19 analyzers analyzer NNS cord-166918-hop33fxg 7 20 . . . cord-166918-hop33fxg 8 1 It -PRON- PRP cord-166918-hop33fxg 8 2 has have VBZ cord-166918-hop33fxg 8 3 already already RB cord-166918-hop33fxg 8 4 been be VBN cord-166918-hop33fxg 8 5 stressed stress VBN cord-166918-hop33fxg 8 6 that that IN cord-166918-hop33fxg 8 7 , , , cord-166918-hop33fxg 8 8 in in IN cord-166918-hop33fxg 8 9 absence absence NN cord-166918-hop33fxg 8 10 of of IN cord-166918-hop33fxg 8 11 any any DT cord-166918-hop33fxg 8 12 anti anti JJ cord-166918-hop33fxg 8 13 - - JJ cord-166918-hop33fxg 8 14 viral viral JJ cord-166918-hop33fxg 8 15 strategy strategy NN cord-166918-hop33fxg 8 16 , , , cord-166918-hop33fxg 8 17 the the DT cord-166918-hop33fxg 8 18 only only JJ cord-166918-hop33fxg 8 19 defense defense NN cord-166918-hop33fxg 8 20 towards towards IN cord-166918-hop33fxg 8 21 the the DT cord-166918-hop33fxg 8 22 spreading spreading NN cord-166918-hop33fxg 8 23 of of IN cord-166918-hop33fxg 8 24 the the DT cord-166918-hop33fxg 8 25 illness illness NN cord-166918-hop33fxg 8 26 is be VBZ cord-166918-hop33fxg 8 27 the the DT cord-166918-hop33fxg 8 28 Nation Nation NNP cord-166918-hop33fxg 8 29 lockdown lockdown NN cord-166918-hop33fxg 8 30 , , , cord-166918-hop33fxg 8 31 a a DT cord-166918-hop33fxg 8 32 policy policy NN cord-166918-hop33fxg 8 33 difficult difficult JJ cord-166918-hop33fxg 8 34 to to TO cord-166918-hop33fxg 8 35 implement implement VB cord-166918-hop33fxg 8 36 in in IN cord-166918-hop33fxg 8 37 Italy Italy NNP cord-166918-hop33fxg 8 38 . . . cord-166918-hop33fxg 9 1 It -PRON- PRP cord-166918-hop33fxg 9 2 has have VBZ cord-166918-hop33fxg 9 3 undergone undergo VBN cord-166918-hop33fxg 9 4 different different JJ cord-166918-hop33fxg 9 5 phases phase NNS cord-166918-hop33fxg 9 6 and and CC cord-166918-hop33fxg 9 7 lack lack NN cord-166918-hop33fxg 9 8 of of IN cord-166918-hop33fxg 9 9 effective effective JJ cord-166918-hop33fxg 9 10 decisions decision NNS cord-166918-hop33fxg 9 11 , , , cord-166918-hop33fxg 9 12 while while IN cord-166918-hop33fxg 9 13 the the DT cord-166918-hop33fxg 9 14 infection infection NN cord-166918-hop33fxg 9 15 was be VBD cord-166918-hop33fxg 9 16 raging rage VBG cord-166918-hop33fxg 9 17 in in IN cord-166918-hop33fxg 9 18 Italy Italy NNP cord-166918-hop33fxg 9 19 and and CC cord-166918-hop33fxg 9 20 attacking attack VBG cord-166918-hop33fxg 9 21 the the DT cord-166918-hop33fxg 9 22 rest rest NN cord-166918-hop33fxg 9 23 of of IN cord-166918-hop33fxg 9 24 Europe Europe NNP cord-166918-hop33fxg 9 25 . . . cord-166918-hop33fxg 10 1 The the DT cord-166918-hop33fxg 10 2 public public JJ cord-166918-hop33fxg 10 3 health health NN cord-166918-hop33fxg 10 4 structures structure NNS cord-166918-hop33fxg 10 5 have have VBP cord-166918-hop33fxg 10 6 suffered suffer VBN cord-166918-hop33fxg 10 7 from from IN cord-166918-hop33fxg 10 8 an an DT cord-166918-hop33fxg 10 9 un un JJ cord-166918-hop33fxg 10 10 - - JJ cord-166918-hop33fxg 10 11 precedent precedent JJ cord-166918-hop33fxg 10 12 stress stress NN cord-166918-hop33fxg 10 13 in in IN cord-166918-hop33fxg 10 14 terms term NNS cord-166918-hop33fxg 10 15 of of IN cord-166918-hop33fxg 10 16 people people NNS cord-166918-hop33fxg 10 17 to to TO cord-166918-hop33fxg 10 18 care care VB cord-166918-hop33fxg 10 19 and and CC cord-166918-hop33fxg 10 20 of of IN cord-166918-hop33fxg 10 21 casualties casualty NNS cord-166918-hop33fxg 10 22 . . . cord-166918-hop33fxg 11 1 Regarding regard VBG cord-166918-hop33fxg 11 2 this this DT cord-166918-hop33fxg 11 3 last last JJ cord-166918-hop33fxg 11 4 point point NN cord-166918-hop33fxg 11 5 , , , cord-166918-hop33fxg 11 6 in in IN cord-166918-hop33fxg 11 7 Italy Italy NNP cord-166918-hop33fxg 11 8 the the DT cord-166918-hop33fxg 11 9 percentage percentage NN cord-166918-hop33fxg 11 10 of of IN cord-166918-hop33fxg 11 11 deaths death NNS cord-166918-hop33fxg 11 12 seems seem VBZ cord-166918-hop33fxg 11 13 to to TO cord-166918-hop33fxg 11 14 be be VB cord-166918-hop33fxg 11 15 larger large JJR cord-166918-hop33fxg 11 16 than than IN cord-166918-hop33fxg 11 17 abroad abroad RB cord-166918-hop33fxg 11 18 , , , cord-166918-hop33fxg 11 19 but but CC cord-166918-hop33fxg 11 20 this this DT cord-166918-hop33fxg 11 21 might may MD cord-166918-hop33fxg 11 22 be be VB cord-166918-hop33fxg 11 23 result result NN cord-166918-hop33fxg 11 24 of of IN cord-166918-hop33fxg 11 25 absence absence NN cord-166918-hop33fxg 11 26 of of IN cord-166918-hop33fxg 11 27 an an DT cord-166918-hop33fxg 11 28 accurate accurate JJ cord-166918-hop33fxg 11 29 sampling sampling NN cord-166918-hop33fxg 11 30 of of IN cord-166918-hop33fxg 11 31 the the DT cord-166918-hop33fxg 11 32 positive positive JJ cord-166918-hop33fxg 11 33 cases case NNS cord-166918-hop33fxg 11 34 . . . cord-166918-hop33fxg 12 1 The the DT cord-166918-hop33fxg 12 2 lack lack NN cord-166918-hop33fxg 12 3 of of IN cord-166918-hop33fxg 12 4 informations information NNS cord-166918-hop33fxg 12 5 on on IN cord-166918-hop33fxg 12 6 the the DT cord-166918-hop33fxg 12 7 infecting infect VBG cord-166918-hop33fxg 12 8 capabilities capability NNS cord-166918-hop33fxg 12 9 of of IN cord-166918-hop33fxg 12 10 the the DT cord-166918-hop33fxg 12 11 virus virus NN cord-166918-hop33fxg 12 12 and and CC cord-166918-hop33fxg 12 13 other other JJ cord-166918-hop33fxg 12 14 uncertainties uncertainty NNS cord-166918-hop33fxg 12 15 associated associate VBN cord-166918-hop33fxg 12 16 with with IN cord-166918-hop33fxg 12 17 a a DT cord-166918-hop33fxg 12 18 clear clear JJ cord-166918-hop33fxg 12 19 understanding understanding NN cord-166918-hop33fxg 12 20 of of IN cord-166918-hop33fxg 12 21 how how WRB cord-166918-hop33fxg 12 22 the the DT cord-166918-hop33fxg 12 23 infection infection NN cord-166918-hop33fxg 12 24 developed develop VBN cord-166918-hop33fxg 12 25 during during IN cord-166918-hop33fxg 12 26 the the DT cord-166918-hop33fxg 12 27 early early JJ cord-166918-hop33fxg 12 28 stages stage NNS cord-166918-hop33fxg 12 29 of of IN cord-166918-hop33fxg 12 30 its -PRON- PRP$ cord-166918-hop33fxg 12 31 spreading spreading NN cord-166918-hop33fxg 12 32 and and CC cord-166918-hop33fxg 12 33 a a DT cord-166918-hop33fxg 12 34 poor poor JJ cord-166918-hop33fxg 12 35 knowledge knowledge NN cord-166918-hop33fxg 12 36 on on IN cord-166918-hop33fxg 12 37 the the DT cord-166918-hop33fxg 12 38 real real JJ cord-166918-hop33fxg 12 39 entity entity NN cord-166918-hop33fxg 12 40 of of IN cord-166918-hop33fxg 12 41 the the DT cord-166918-hop33fxg 12 42 " " `` cord-166918-hop33fxg 12 43 submerged submerged JJ cord-166918-hop33fxg 12 44 " " '' cord-166918-hop33fxg 12 45 cases case NNS cord-166918-hop33fxg 12 46 as as RB cord-166918-hop33fxg 12 47 well well RB cord-166918-hop33fxg 12 48 , , , cord-166918-hop33fxg 12 49 made make VBD cord-166918-hop33fxg 12 50 any any DT cord-166918-hop33fxg 12 51 attempt attempt NN cord-166918-hop33fxg 12 52 to to TO cord-166918-hop33fxg 12 53 fix fix VB cord-166918-hop33fxg 12 54 the the DT cord-166918-hop33fxg 12 55 peak peak NN cord-166918-hop33fxg 12 56 of of IN cord-166918-hop33fxg 12 57 the the DT cord-166918-hop33fxg 12 58 distribution distribution NN cord-166918-hop33fxg 12 59 of of IN cord-166918-hop33fxg 12 60 the the DT cord-166918-hop33fxg 12 61 infected infected JJ cord-166918-hop33fxg 12 62 / / SYM cord-166918-hop33fxg 12 63 day day NN cord-166918-hop33fxg 12 64 denied deny VBN cord-166918-hop33fxg 12 65 by by IN cord-166918-hop33fxg 12 66 the the DT cord-166918-hop33fxg 12 67 facts fact NNS cord-166918-hop33fxg 12 68 themselves -PRON- PRP cord-166918-hop33fxg 12 69 . . . cord-166918-hop33fxg 13 1 In in IN cord-166918-hop33fxg 13 2 a a DT cord-166918-hop33fxg 13 3 previous previous JJ cord-166918-hop33fxg 13 4 note note NN cord-166918-hop33fxg 13 5 , , , cord-166918-hop33fxg 13 6 by by IN cord-166918-hop33fxg 13 7 the the DT cord-166918-hop33fxg 13 8 present present JJ cord-166918-hop33fxg 13 9 group group NN cord-166918-hop33fxg 13 10 of of IN cord-166918-hop33fxg 13 11 Authors author NNS cord-166918-hop33fxg 13 12 [ [ -LRB- cord-166918-hop33fxg 13 13 1 1 CD cord-166918-hop33fxg 13 14 ] ] -RRB- cord-166918-hop33fxg 13 15 , , , cord-166918-hop33fxg 13 16 two two CD cord-166918-hop33fxg 13 17 paradigmatic paradigmatic JJ cord-166918-hop33fxg 13 18 tools tool NNS cord-166918-hop33fxg 13 19 have have VBP cord-166918-hop33fxg 13 20 been be VBN cord-166918-hop33fxg 13 21 exploited exploit VBN cord-166918-hop33fxg 13 22 to to TO cord-166918-hop33fxg 13 23 study study VB cord-166918-hop33fxg 13 24 the the DT cord-166918-hop33fxg 13 25 evolution evolution NN cord-166918-hop33fxg 13 26 of of IN cord-166918-hop33fxg 13 27 the the DT cord-166918-hop33fxg 13 28 illness illness NN cord-166918-hop33fxg 13 29 : : : cord-166918-hop33fxg 14 1 A a LS cord-166918-hop33fxg 14 2 ) ) -RRB- cord-166918-hop33fxg 15 1 The the DT cord-166918-hop33fxg 15 2 logistic logistic JJ cord-166918-hop33fxg 15 3 function function NN cord-166918-hop33fxg 15 4 [ [ -LRB- cord-166918-hop33fxg 15 5 2 2 CD cord-166918-hop33fxg 15 6 , , , cord-166918-hop33fxg 15 7 3 3 CD cord-166918-hop33fxg 15 8 , , , cord-166918-hop33fxg 15 9 4 4 CD cord-166918-hop33fxg 15 10 ] ] -RRB- cord-166918-hop33fxg 15 11 ( ( -LRB- cord-166918-hop33fxg 15 12 LF lf NN cord-166918-hop33fxg 15 13 ) ) -RRB- cord-166918-hop33fxg 16 1 ( ( -LRB- cord-166918-hop33fxg 16 2 Fig Fig NNP cord-166918-hop33fxg 16 3 . . . cord-166918-hop33fxg 16 4 1 1 CD cord-166918-hop33fxg 16 5 ) ) -RRB- cord-166918-hop33fxg 16 6 describing describe VBG cord-166918-hop33fxg 16 7 the the DT cord-166918-hop33fxg 16 8 evolution evolution NN cord-166918-hop33fxg 16 9 of of IN cord-166918-hop33fxg 16 10 a a DT cord-166918-hop33fxg 16 11 given give VBN cord-166918-hop33fxg 16 12 population population NN cord-166918-hop33fxg 16 13 N n NN cord-166918-hop33fxg 16 14 ( ( -LRB- cord-166918-hop33fxg 16 15 τ τ NN cord-166918-hop33fxg 16 16 ) ) -RRB- cord-166918-hop33fxg 16 17 of of IN cord-166918-hop33fxg 16 18 N n CD cord-166918-hop33fxg 16 19 0 0 CD cord-166918-hop33fxg 16 20 individuals individual NNS cord-166918-hop33fxg 16 21 at at IN cord-166918-hop33fxg 16 22 τ τ NN cord-166918-hop33fxg 16 23 = = SYM cord-166918-hop33fxg 16 24 0 0 NFP cord-166918-hop33fxg 16 25 ( ( -LRB- cord-166918-hop33fxg 16 26 in in IN cord-166918-hop33fxg 16 27 the the DT cord-166918-hop33fxg 16 28 present present JJ cord-166918-hop33fxg 16 29 case case NN cord-166918-hop33fxg 16 30 infected infect VBN cord-166918-hop33fxg 16 31 people people NNS cord-166918-hop33fxg 16 32 ) ) -RRB- cord-166918-hop33fxg 16 33 in in IN cord-166918-hop33fxg 16 34 an an DT cord-166918-hop33fxg 16 35 environment environment NN cord-166918-hop33fxg 16 36 with with IN cord-166918-hop33fxg 16 37 carrying carry VBG cord-166918-hop33fxg 16 38 capacity capacity NN cord-166918-hop33fxg 16 39 K k NN cord-166918-hop33fxg 16 40 and and CC cord-166918-hop33fxg 16 41 growth growth NN cord-166918-hop33fxg 16 42 rate rate NN cord-166918-hop33fxg 16 43 r r NN cord-166918-hop33fxg 16 44 , , , cord-166918-hop33fxg 16 45 is be VBZ cord-166918-hop33fxg 16 46 specified specify VBN cord-166918-hop33fxg 16 47 by by IN cord-166918-hop33fxg 16 48 where where WRB cord-166918-hop33fxg 16 49 τ τ NN cord-166918-hop33fxg 16 50 is be VBZ cord-166918-hop33fxg 16 51 the the DT cord-166918-hop33fxg 16 52 time time NN cord-166918-hop33fxg 16 53 , , , cord-166918-hop33fxg 16 54 measured measure VBN cord-166918-hop33fxg 16 55 in in IN cord-166918-hop33fxg 16 56 some some DT cord-166918-hop33fxg 16 57 units unit NNS cord-166918-hop33fxg 16 58 to to TO cord-166918-hop33fxg 16 59 be be VB cord-166918-hop33fxg 16 60 specified specify VBN cord-166918-hop33fxg 16 61 . . . cord-166918-hop33fxg 17 1 B b NN cord-166918-hop33fxg 17 2 ) ) -RRB- cord-166918-hop33fxg 18 1 The the DT cord-166918-hop33fxg 18 2 Hubbert Hubbert NNP cord-166918-hop33fxg 18 3 curve curve NN cord-166918-hop33fxg 18 4 [ [ -LRB- cord-166918-hop33fxg 18 5 5 5 CD cord-166918-hop33fxg 18 6 ] ] -RRB- cord-166918-hop33fxg 18 7 ( ( -LRB- cord-166918-hop33fxg 18 8 HC HC NNP cord-166918-hop33fxg 18 9 ) ) -RRB- cord-166918-hop33fxg 18 10 , , , cord-166918-hop33fxg 18 11 namely namely RB cord-166918-hop33fxg 18 12 the the DT cord-166918-hop33fxg 18 13 derivative derivative NN cord-166918-hop33fxg 18 14 of of IN cord-166918-hop33fxg 18 15 the the DT cord-166918-hop33fxg 18 16 LF lf NN cord-166918-hop33fxg 18 17 , , , cord-166918-hop33fxg 18 18 yielding yield VBG cord-166918-hop33fxg 18 19 the the DT cord-166918-hop33fxg 18 20 number number NN cord-166918-hop33fxg 18 21 of of IN cord-166918-hop33fxg 18 22 infections infection NNS cord-166918-hop33fxg 18 23 per per IN cord-166918-hop33fxg 18 24 unit unit NN cord-166918-hop33fxg 18 25 time time NN cord-166918-hop33fxg 18 26 , , , cord-166918-hop33fxg 19 1 i.e. i.e. FW cord-166918-hop33fxg 19 2 It -PRON- PRP cord-166918-hop33fxg 19 3 is be VBZ cord-166918-hop33fxg 19 4 a a DT cord-166918-hop33fxg 19 5 bell bell NN cord-166918-hop33fxg 19 6 shaped shape VBN cord-166918-hop33fxg 19 7 curve curve NN cord-166918-hop33fxg 19 8 ( ( -LRB- cord-166918-hop33fxg 19 9 Fig Fig NNP cord-166918-hop33fxg 19 10 . . NNP cord-166918-hop33fxg 19 11 2 2 LS cord-166918-hop33fxg 19 12 ) ) -RRB- cord-166918-hop33fxg 19 13 with with IN cord-166918-hop33fxg 19 14 the the DT cord-166918-hop33fxg 19 15 maximum maximum NN cord-166918-hop33fxg 19 16 located locate VBN cord-166918-hop33fxg 19 17 at at IN cord-166918-hop33fxg 20 1 In in IN cord-166918-hop33fxg 20 2 correspondence correspondence NN cord-166918-hop33fxg 20 3 of of IN cord-166918-hop33fxg 20 4 which which WDT cord-166918-hop33fxg 20 5 the the DT cord-166918-hop33fxg 20 6 infected infected JJ cord-166918-hop33fxg 20 7 rate rate NN cord-166918-hop33fxg 20 8 is be VBZ cord-166918-hop33fxg 20 9 corresponding correspond VBG cord-166918-hop33fxg 20 10 to to IN cord-166918-hop33fxg 20 11 a a DT cord-166918-hop33fxg 20 12 total total JJ cord-166918-hop33fxg 20 13 number number NN cord-166918-hop33fxg 20 14 of of IN cord-166918-hop33fxg 20 15 infected infect VBN cord-166918-hop33fxg 20 16 The the DT cord-166918-hop33fxg 20 17 officially officially RB cord-166918-hop33fxg 20 18 presented present VBN cord-166918-hop33fxg 20 19 data datum NNS cord-166918-hop33fxg 20 20 on on IN cord-166918-hop33fxg 20 21 March March NNP cord-166918-hop33fxg 20 22 20 20 CD cord-166918-hop33fxg 20 23 upset upset VBD cord-166918-hop33fxg 20 24 this this DT cord-166918-hop33fxg 20 25 " " `` cord-166918-hop33fxg 20 26 reassuring reassuring JJ cord-166918-hop33fxg 20 27 " " '' cord-166918-hop33fxg 20 28 scenario scenario NN cord-166918-hop33fxg 20 29 and and CC cord-166918-hop33fxg 20 30 modified modify VBN cord-166918-hop33fxg 20 31 Fig Fig NNP cord-166918-hop33fxg 20 32 . . . cord-166918-hop33fxg 20 33 4a 4a CD cord-166918-hop33fxg 20 34 as as IN cord-166918-hop33fxg 20 35 reported report VBN cord-166918-hop33fxg 20 36 in in IN cord-166918-hop33fxg 20 37 Fig Fig NNP cord-166918-hop33fxg 20 38 . . . cord-166918-hop33fxg 20 39 4b 4b CD cord-166918-hop33fxg 20 40 . . . cord-166918-hop33fxg 21 1 The the DT cord-166918-hop33fxg 21 2 latter latter JJ cord-166918-hop33fxg 21 3 being be VBG cord-166918-hop33fxg 21 4 characterized characterize VBN cord-166918-hop33fxg 21 5 by by IN cord-166918-hop33fxg 21 6 an an DT cord-166918-hop33fxg 21 7 apparently apparently RB cord-166918-hop33fxg 21 8 anomalous anomalous JJ cord-166918-hop33fxg 21 9 behavior behavior NN cord-166918-hop33fxg 21 10 , , , cord-166918-hop33fxg 21 11 dominated dominate VBN cord-166918-hop33fxg 21 12 by by IN cord-166918-hop33fxg 21 13 an an DT cord-166918-hop33fxg 21 14 increase increase NN cord-166918-hop33fxg 21 15 which which WDT cord-166918-hop33fxg 21 16 mocks mock VBZ cord-166918-hop33fxg 21 17 any any DT cord-166918-hop33fxg 21 18 every every DT cord-166918-hop33fxg 21 19 forecast forecast NN cord-166918-hop33fxg 21 20 based base VBN cord-166918-hop33fxg 21 21 on on IN cord-166918-hop33fxg 21 22 a a DT cord-166918-hop33fxg 21 23 simple simple JJ cord-166918-hop33fxg 21 24 logistic logistic JJ cord-166918-hop33fxg 21 25 model model NN cord-166918-hop33fxg 21 26 . . . cord-166918-hop33fxg 22 1 As as IN cord-166918-hop33fxg 22 2 already already RB cord-166918-hop33fxg 22 3 stressed stress VBN cord-166918-hop33fxg 22 4 in in IN cord-166918-hop33fxg 22 5 Ref Ref NNP cord-166918-hop33fxg 22 6 . . . cord-166918-hop33fxg 23 1 [ [ -LRB- cord-166918-hop33fxg 23 2 1 1 CD cord-166918-hop33fxg 23 3 ] ] -RRB- cord-166918-hop33fxg 23 4 , , , cord-166918-hop33fxg 23 5 the the DT cord-166918-hop33fxg 23 6 analysis analysis NN cord-166918-hop33fxg 23 7 of of IN cord-166918-hop33fxg 23 8 the the DT cord-166918-hop33fxg 23 9 data datum NNS cord-166918-hop33fxg 23 10 at at IN cord-166918-hop33fxg 23 11 national national JJ cord-166918-hop33fxg 23 12 territory territory NN cord-166918-hop33fxg 23 13 level level NN cord-166918-hop33fxg 23 14 had have VBD cord-166918-hop33fxg 23 15 been be VBN cord-166918-hop33fxg 23 16 developed develop VBN cord-166918-hop33fxg 23 17 with with IN cord-166918-hop33fxg 23 18 the the DT cord-166918-hop33fxg 23 19 bias bias NN cord-166918-hop33fxg 23 20 that that IN cord-166918-hop33fxg 23 21 the the DT cord-166918-hop33fxg 23 22 barycenter barycenter NN cord-166918-hop33fxg 23 23 of of IN cord-166918-hop33fxg 23 24 illness illness NN cord-166918-hop33fxg 23 25 was be VBD cord-166918-hop33fxg 23 26 shifted shift VBN cord-166918-hop33fxg 23 27 towards towards IN cord-166918-hop33fxg 23 28 the the DT cord-166918-hop33fxg 23 29 north north NN cord-166918-hop33fxg 23 30 of of IN cord-166918-hop33fxg 23 31 Italy Italy NNP cord-166918-hop33fxg 23 32 . . . cord-166918-hop33fxg 24 1 What what WP cord-166918-hop33fxg 24 2 was be VBD cord-166918-hop33fxg 24 3 going go VBG cord-166918-hop33fxg 24 4 to to TO cord-166918-hop33fxg 24 5 happen happen VB cord-166918-hop33fxg 24 6 in in IN cord-166918-hop33fxg 24 7 those those DT cord-166918-hop33fxg 24 8 days day NNS cord-166918-hop33fxg 24 9 has have VBZ cord-166918-hop33fxg 24 10 been be VBN cord-166918-hop33fxg 24 11 that that IN cord-166918-hop33fxg 24 12 the the DT cord-166918-hop33fxg 24 13 cases case NNS cord-166918-hop33fxg 24 14 from from IN cord-166918-hop33fxg 24 15 the the DT cord-166918-hop33fxg 24 16 rest rest NN cord-166918-hop33fxg 24 17 of of IN cord-166918-hop33fxg 24 18 Italy Italy NNP cord-166918-hop33fxg 24 19 were be VBD cord-166918-hop33fxg 24 20 surpassing surpass VBG cord-166918-hop33fxg 24 21 those those DT cord-166918-hop33fxg 24 22 in in IN cord-166918-hop33fxg 24 23 Lombardia Lombardia NNP cord-166918-hop33fxg 24 24 ( ( -LRB- cord-166918-hop33fxg 24 25 see see VB cord-166918-hop33fxg 24 26 Fig Fig NNP cord-166918-hop33fxg 24 27 . . NNP cord-166918-hop33fxg 24 28 5 5 CD cord-166918-hop33fxg 24 29 ) ) -RRB- cord-166918-hop33fxg 24 30 . . . cord-166918-hop33fxg 25 1 This this DT cord-166918-hop33fxg 25 2 imposes impose VBZ cord-166918-hop33fxg 25 3 a a DT cord-166918-hop33fxg 25 4 new new JJ cord-166918-hop33fxg 25 5 scenario scenario NN cord-166918-hop33fxg 25 6 in in IN cord-166918-hop33fxg 25 7 terms term NNS cord-166918-hop33fxg 25 8 of of IN cord-166918-hop33fxg 25 9 statistical statistical JJ cord-166918-hop33fxg 25 10 analysis analysis NN cord-166918-hop33fxg 25 11 as as IN cord-166918-hop33fxg 25 12 discussed discuss VBN cord-166918-hop33fxg 25 13 in in IN cord-166918-hop33fxg 25 14 the the DT cord-166918-hop33fxg 25 15 forthcoming forthcoming JJ cord-166918-hop33fxg 25 16 sections section NNS cord-166918-hop33fxg 25 17 . . . cord-166918-hop33fxg 25 18 _SP cord-166918-hop33fxg 26 1 In in IN cord-166918-hop33fxg 26 2 Ref Ref NNP cord-166918-hop33fxg 26 3 . . . cord-166918-hop33fxg 27 1 [ [ -LRB- cord-166918-hop33fxg 27 2 1 1 LS cord-166918-hop33fxg 27 3 ] ] -RRB- cord-166918-hop33fxg 27 4 we -PRON- PRP cord-166918-hop33fxg 27 5 underscored underscore VBD cord-166918-hop33fxg 27 6 the the DT cord-166918-hop33fxg 27 7 possibility possibility NN cord-166918-hop33fxg 27 8 that that IN cord-166918-hop33fxg 27 9 the the DT cord-166918-hop33fxg 27 10 logistic logistic JJ cord-166918-hop33fxg 27 11 model model NN cord-166918-hop33fxg 27 12 might may MD cord-166918-hop33fxg 27 13 be be VB cord-166918-hop33fxg 27 14 not not RB cord-166918-hop33fxg 27 15 suitable suitable JJ cord-166918-hop33fxg 27 16 for for IN cord-166918-hop33fxg 27 17 a a DT cord-166918-hop33fxg 27 18 description description NN cord-166918-hop33fxg 27 19 at at IN cord-166918-hop33fxg 27 20 national national JJ cord-166918-hop33fxg 27 21 level level NN cord-166918-hop33fxg 27 22 in in IN cord-166918-hop33fxg 27 23 view view NN cord-166918-hop33fxg 27 24 of of IN cord-166918-hop33fxg 27 25 various various JJ cord-166918-hop33fxg 27 26 in in NN cord-166918-hop33fxg 27 27 - - HYPH cord-166918-hop33fxg 27 28 homogeneities homogeneity NNS cord-166918-hop33fxg 27 29 of of IN cord-166918-hop33fxg 27 30 the the DT cord-166918-hop33fxg 27 31 distribution distribution NN cord-166918-hop33fxg 27 32 of of IN cord-166918-hop33fxg 27 33 the the DT cord-166918-hop33fxg 27 34 infection infection NN cord-166918-hop33fxg 27 35 and and CC cord-166918-hop33fxg 27 36 for for IN cord-166918-hop33fxg 27 37 the the DT cord-166918-hop33fxg 27 38 delay delay NN cord-166918-hop33fxg 27 39 in in IN cord-166918-hop33fxg 27 40 the the DT cord-166918-hop33fxg 27 41 propagation propagation NN cord-166918-hop33fxg 27 42 , , , cord-166918-hop33fxg 27 43 presumably presumably RB cord-166918-hop33fxg 27 44 also also RB cord-166918-hop33fxg 27 45 mediated mediate VBN cord-166918-hop33fxg 27 46 by by IN cord-166918-hop33fxg 27 47 the the DT cord-166918-hop33fxg 27 48 massive massive JJ cord-166918-hop33fxg 27 49 transfer transfer NN cord-166918-hop33fxg 27 50 of of IN cord-166918-hop33fxg 27 51 people people NNS cord-166918-hop33fxg 27 52 from from IN cord-166918-hop33fxg 27 53 north north NN cord-166918-hop33fxg 27 54 to to IN cord-166918-hop33fxg 27 55 south south NN cord-166918-hop33fxg 27 56 of of IN cord-166918-hop33fxg 27 57 Italy Italy NNP cord-166918-hop33fxg 27 58 . . . cord-166918-hop33fxg 28 1 Before before IN cord-166918-hop33fxg 28 2 considering consider VBG cord-166918-hop33fxg 28 3 a a DT cord-166918-hop33fxg 28 4 more more RBR cord-166918-hop33fxg 28 5 elaborated elaborate VBN cord-166918-hop33fxg 28 6 point point NN cord-166918-hop33fxg 28 7 of of IN cord-166918-hop33fxg 28 8 view view NN cord-166918-hop33fxg 28 9 , , , cord-166918-hop33fxg 28 10 we -PRON- PRP cord-166918-hop33fxg 28 11 consider consider VBP cord-166918-hop33fxg 28 12 the the DT cord-166918-hop33fxg 28 13 data datum NNS cord-166918-hop33fxg 28 14 from from IN cord-166918-hop33fxg 28 15 " " `` cord-166918-hop33fxg 28 16 Regione Regione NNP cord-166918-hop33fxg 28 17 Lombardia Lombardia NNP cord-166918-hop33fxg 28 18 " " '' cord-166918-hop33fxg 28 19 only only RB cord-166918-hop33fxg 28 20 , , , cord-166918-hop33fxg 28 21 where where WRB cord-166918-hop33fxg 28 22 we -PRON- PRP cord-166918-hop33fxg 28 23 have have VBP cord-166918-hop33fxg 28 24 reported report VBN cord-166918-hop33fxg 28 25 the the DT cord-166918-hop33fxg 28 26 relevant relevant JJ cord-166918-hop33fxg 28 27 logistic logistic JJ cord-166918-hop33fxg 28 28 curve curve NN cord-166918-hop33fxg 28 29 ( ( -LRB- cord-166918-hop33fxg 28 30 Fig Fig NNP cord-166918-hop33fxg 28 31 . . . cord-166918-hop33fxg 28 32 6 6 CD cord-166918-hop33fxg 28 33 ) ) -RRB- cord-166918-hop33fxg 28 34 . . . cord-166918-hop33fxg 29 1 It -PRON- PRP cord-166918-hop33fxg 29 2 should should MD cord-166918-hop33fxg 29 3 be be VB cord-166918-hop33fxg 29 4 noted note VBN cord-166918-hop33fxg 29 5 that that IN cord-166918-hop33fxg 29 6 the the DT cord-166918-hop33fxg 29 7 curves curve NNS cord-166918-hop33fxg 29 8 are be VBP cord-166918-hop33fxg 29 9 relevant relevant JJ cord-166918-hop33fxg 29 10 to to IN cord-166918-hop33fxg 29 11 sum sum NN cord-166918-hop33fxg 29 12 of of IN cord-166918-hop33fxg 29 13 casualties casualty NNS cord-166918-hop33fxg 29 14 and and CC cord-166918-hop33fxg 29 15 infected infect VBN cord-166918-hop33fxg 29 16 . . . cord-166918-hop33fxg 30 1 The the DT cord-166918-hop33fxg 30 2 fit fit NN cord-166918-hop33fxg 30 3 of of IN cord-166918-hop33fxg 30 4 the the DT cord-166918-hop33fxg 30 5 Hubbert Hubbert NNP cord-166918-hop33fxg 30 6 with with IN cord-166918-hop33fxg 30 7 95 95 CD cord-166918-hop33fxg 30 8 % % NN cord-166918-hop33fxg 30 9 of of IN cord-166918-hop33fxg 30 10 confidence confidence NN cord-166918-hop33fxg 30 11 band band NN cord-166918-hop33fxg 30 12 is be VBZ cord-166918-hop33fxg 30 13 given give VBN cord-166918-hop33fxg 30 14 in in IN cord-166918-hop33fxg 30 15 Fig Fig NNP cord-166918-hop33fxg 30 16 . . NNP cord-166918-hop33fxg 30 17 7 7 CD cord-166918-hop33fxg 30 18 , , , cord-166918-hop33fxg 30 19 which which WDT cord-166918-hop33fxg 30 20 displays display VBZ cord-166918-hop33fxg 30 21 three three CD cord-166918-hop33fxg 30 22 possible possible JJ cord-166918-hop33fxg 30 23 scenarios scenario NNS cord-166918-hop33fxg 30 24 for for IN cord-166918-hop33fxg 30 25 the the DT cord-166918-hop33fxg 30 26 behavior behavior NN cord-166918-hop33fxg 30 27 of of IN cord-166918-hop33fxg 30 28 the the DT cord-166918-hop33fxg 30 29 infected infected JJ cord-166918-hop33fxg 30 30 and and CC cord-166918-hop33fxg 30 31 deceased deceased JJ cord-166918-hop33fxg 30 32 / / SYM cord-166918-hop33fxg 30 33 day day NN cord-166918-hop33fxg 30 34 . . . cord-166918-hop33fxg 31 1 According accord VBG cord-166918-hop33fxg 31 2 to to IN cord-166918-hop33fxg 31 3 the the DT cord-166918-hop33fxg 31 4 previous previous JJ cord-166918-hop33fxg 31 5 forecasting forecasting NN cord-166918-hop33fxg 31 6 , , , cord-166918-hop33fxg 31 7 the the DT cord-166918-hop33fxg 31 8 peak peak NN cord-166918-hop33fxg 31 9 should should MD cord-166918-hop33fxg 31 10 be be VB cord-166918-hop33fxg 31 11 reached reach VBN cord-166918-hop33fxg 31 12 in in IN cord-166918-hop33fxg 31 13 the the DT cord-166918-hop33fxg 31 14 next next JJ cord-166918-hop33fxg 31 15 days day NNS cord-166918-hop33fxg 31 16 . . . cord-166918-hop33fxg 32 1 The the DT cord-166918-hop33fxg 32 2 lower low JJR cord-166918-hop33fxg 32 3 curve curve NN cord-166918-hop33fxg 32 4 predicts predict VBZ cord-166918-hop33fxg 32 5 a a DT cord-166918-hop33fxg 32 6 peak peak NN cord-166918-hop33fxg 32 7 by by IN cord-166918-hop33fxg 32 8 the the DT cord-166918-hop33fxg 32 9 end end NN cord-166918-hop33fxg 32 10 of of IN cord-166918-hop33fxg 32 11 march march NN cord-166918-hop33fxg 32 12 . . . cord-166918-hop33fxg 33 1 In in IN cord-166918-hop33fxg 33 2 order order NN cord-166918-hop33fxg 33 3 to to TO cord-166918-hop33fxg 33 4 extend extend VB cord-166918-hop33fxg 33 5 the the DT cord-166918-hop33fxg 33 6 analysis analysis NN cord-166918-hop33fxg 33 7 to to IN cord-166918-hop33fxg 33 8 the the DT cord-166918-hop33fxg 33 9 national national JJ cord-166918-hop33fxg 33 10 territory territory NN cord-166918-hop33fxg 33 11 , , , cord-166918-hop33fxg 33 12 we -PRON- PRP cord-166918-hop33fxg 33 13 have have VBP cord-166918-hop33fxg 33 14 elaborated elaborate VBN cord-166918-hop33fxg 33 15 a a DT cord-166918-hop33fxg 33 16 different different JJ cord-166918-hop33fxg 33 17 strategy strategy NN cord-166918-hop33fxg 33 18 using use VBG cord-166918-hop33fxg 33 19 the the DT cord-166918-hop33fxg 33 20 bi bi JJ cord-166918-hop33fxg 33 21 - - JJ cord-166918-hop33fxg 33 22 logistic logistic JJ cord-166918-hop33fxg 33 23 analysis analysis NN cord-166918-hop33fxg 33 24 . . . cord-166918-hop33fxg 34 1 We -PRON- PRP cord-166918-hop33fxg 34 2 have have VBP cord-166918-hop33fxg 34 3 therefore therefore RB cord-166918-hop33fxg 34 4 considered consider VBN cord-166918-hop33fxg 34 5 the the DT cord-166918-hop33fxg 34 6 incoherent incoherent JJ cord-166918-hop33fxg 34 7 sum sum NN cord-166918-hop33fxg 34 8 of of IN cord-166918-hop33fxg 34 9 two two CD cord-166918-hop33fxg 34 10 logistics logistic NNS cord-166918-hop33fxg 34 11 [ [ -LRB- cord-166918-hop33fxg 34 12 6 6 CD cord-166918-hop33fxg 34 13 , , , cord-166918-hop33fxg 34 14 7 7 CD cord-166918-hop33fxg 34 15 ] ] -RRB- cord-166918-hop33fxg 34 16 . . . cord-166918-hop33fxg 35 1 They -PRON- PRP cord-166918-hop33fxg 35 2 are be VBP cord-166918-hop33fxg 35 3 characterized characterize VBN cord-166918-hop33fxg 35 4 by by IN cord-166918-hop33fxg 35 5 different different JJ cord-166918-hop33fxg 35 6 growth growth NN cord-166918-hop33fxg 35 7 rates rate NNS cord-166918-hop33fxg 35 8 and and CC cord-166918-hop33fxg 35 9 carrying carry VBG cord-166918-hop33fxg 35 10 capacities capacity NNS cord-166918-hop33fxg 35 11 . . . cord-166918-hop33fxg 36 1 The the DT cord-166918-hop33fxg 36 2 time time NN cord-166918-hop33fxg 36 3 differences difference NNS cord-166918-hop33fxg 36 4 τ τ . cord-166918-hop33fxg 37 1 2 2 LS cord-166918-hop33fxg 37 2 − − NN cord-166918-hop33fxg 37 3 τ τ NN cord-166918-hop33fxg 37 4 1 1 CD cord-166918-hop33fxg 37 5 represents represent VBZ cord-166918-hop33fxg 37 6 the the DT cord-166918-hop33fxg 37 7 time time NN cord-166918-hop33fxg 37 8 lag lag VB cord-166918-hop33fxg 37 9 between between IN cord-166918-hop33fxg 37 10 the the DT cord-166918-hop33fxg 37 11 starting starting NN cord-166918-hop33fxg 37 12 point point NN cord-166918-hop33fxg 37 13 of of IN cord-166918-hop33fxg 37 14 the the DT cord-166918-hop33fxg 37 15 two two CD cord-166918-hop33fxg 37 16 evolutions evolution NNS cord-166918-hop33fxg 37 17 In in IN cord-166918-hop33fxg 37 18 Fig Fig NNP cord-166918-hop33fxg 37 19 . . . cord-166918-hop33fxg 38 1 8 8 CD cord-166918-hop33fxg 39 1 we -PRON- PRP cord-166918-hop33fxg 39 2 have have VBP cord-166918-hop33fxg 39 3 reported report VBN cord-166918-hop33fxg 39 4 the the DT cord-166918-hop33fxg 39 5 results result NNS cord-166918-hop33fxg 39 6 of of IN cord-166918-hop33fxg 39 7 a a DT cord-166918-hop33fxg 39 8 6 6 CD cord-166918-hop33fxg 39 9 parameters parameter NNS cord-166918-hop33fxg 39 10 fit fit JJ cord-166918-hop33fxg 39 11 ( ( -LRB- cord-166918-hop33fxg 39 12 N n NN cord-166918-hop33fxg 39 13 0,i 0,i CD cord-166918-hop33fxg 39 14 , , , cord-166918-hop33fxg 40 1 r r LS cord-166918-hop33fxg 40 2 i i PRP cord-166918-hop33fxg 40 3 , , , cord-166918-hop33fxg 40 4 τ τ NN cord-166918-hop33fxg 40 5 i i NN cord-166918-hop33fxg 40 6 ) ) -RRB- cord-166918-hop33fxg 40 7 , , , cord-166918-hop33fxg 40 8 i i PRP cord-166918-hop33fxg 40 9 = = SYM cord-166918-hop33fxg 40 10 1 1 CD cord-166918-hop33fxg 40 11 , , , cord-166918-hop33fxg 40 12 2 2 CD cord-166918-hop33fxg 40 13 , , , cord-166918-hop33fxg 40 14 and and CC cord-166918-hop33fxg 40 15 assuming assume VBG cord-166918-hop33fxg 40 16 a a DT cord-166918-hop33fxg 40 17 lag lag NN cord-166918-hop33fxg 40 18 time time NN cord-166918-hop33fxg 40 19 of of IN cord-166918-hop33fxg 40 20 31 31 CD cord-166918-hop33fxg 40 21 days day NNS cord-166918-hop33fxg 40 22 , , , cord-166918-hop33fxg 40 23 corresponding correspond VBG cord-166918-hop33fxg 40 24 to to IN cord-166918-hop33fxg 40 25 the the DT cord-166918-hop33fxg 40 26 difference difference NN cord-166918-hop33fxg 40 27 in in IN cord-166918-hop33fxg 40 28 time time NN cord-166918-hop33fxg 40 29 between between IN cord-166918-hop33fxg 40 30 the the DT cord-166918-hop33fxg 40 31 ( ( -LRB- cord-166918-hop33fxg 40 32 official official NN cord-166918-hop33fxg 40 33 ) ) -RRB- cord-166918-hop33fxg 40 34 start start NN cord-166918-hop33fxg 40 35 of of IN cord-166918-hop33fxg 40 36 the the DT cord-166918-hop33fxg 40 37 disease disease NN cord-166918-hop33fxg 40 38 and and CC cord-166918-hop33fxg 40 39 the the DT cord-166918-hop33fxg 40 40 crossing crossing NN cord-166918-hop33fxg 40 41 time time NN cord-166918-hop33fxg 40 42 between between IN cord-166918-hop33fxg 40 43 the the DT cord-166918-hop33fxg 40 44 two two CD cord-166918-hop33fxg 40 45 curves curve NNS cord-166918-hop33fxg 40 46 in in IN cord-166918-hop33fxg 40 47 Fig Fig NNP cord-166918-hop33fxg 40 48 . . . cord-166918-hop33fxg 41 1 5 5 LS cord-166918-hop33fxg 41 2 . . . cord-166918-hop33fxg 42 1 The the DT cord-166918-hop33fxg 42 2 fit fit JJ cord-166918-hop33fxg 42 3 displays display NNS cord-166918-hop33fxg 42 4 almost almost RB cord-166918-hop33fxg 42 5 equivalent equivalent JJ cord-166918-hop33fxg 42 6 N n CD cord-166918-hop33fxg 42 7 0 0 CD cord-166918-hop33fxg 42 8 and and CC cord-166918-hop33fxg 42 9 K K NNP cord-166918-hop33fxg 42 10 , , , cord-166918-hop33fxg 42 11 but but CC cord-166918-hop33fxg 42 12 different different JJ cord-166918-hop33fxg 42 13 growth growth NN cord-166918-hop33fxg 42 14 rates rate NNS cord-166918-hop33fxg 42 15 . . . cord-166918-hop33fxg 43 1 Regarding regard VBG cord-166918-hop33fxg 43 2 the the DT cord-166918-hop33fxg 43 3 associated associate VBN cord-166918-hop33fxg 43 4 Hubbert Hubbert NNP cord-166918-hop33fxg 43 5 curve curve NN cord-166918-hop33fxg 43 6 we -PRON- PRP cord-166918-hop33fxg 43 7 obtain obtain VBP cord-166918-hop33fxg 43 8 a a DT cord-166918-hop33fxg 43 9 plot plot NN cord-166918-hop33fxg 43 10 exhibiting exhibit VBG cord-166918-hop33fxg 43 11 two two CD cord-166918-hop33fxg 43 12 peaks peak NNS cord-166918-hop33fxg 43 13 , , , cord-166918-hop33fxg 43 14 with with IN cord-166918-hop33fxg 43 15 a a DT cord-166918-hop33fxg 43 16 delay delay NN cord-166918-hop33fxg 43 17 between between IN cord-166918-hop33fxg 43 18 the the DT cord-166918-hop33fxg 43 19 two two CD cord-166918-hop33fxg 43 20 . . . cord-166918-hop33fxg 44 1 This this DT cord-166918-hop33fxg 44 2 is be VBZ cord-166918-hop33fxg 44 3 a a DT cord-166918-hop33fxg 44 4 possible possible JJ cord-166918-hop33fxg 44 5 scenario scenario NN cord-166918-hop33fxg 44 6 , , , cord-166918-hop33fxg 44 7 albeit albeit RB cord-166918-hop33fxg 44 8 questionable questionable JJ cord-166918-hop33fxg 44 9 since since IN cord-166918-hop33fxg 44 10 it -PRON- PRP cord-166918-hop33fxg 44 11 assumes assume VBZ cord-166918-hop33fxg 44 12 that that IN cord-166918-hop33fxg 44 13 the the DT cord-166918-hop33fxg 44 14 rest rest NN cord-166918-hop33fxg 44 15 of of IN cord-166918-hop33fxg 44 16 Italy Italy NNP cord-166918-hop33fxg 44 17 starts start VBZ cord-166918-hop33fxg 44 18 to to TO cord-166918-hop33fxg 44 19 contribute contribute VB cord-166918-hop33fxg 44 20 to to IN cord-166918-hop33fxg 44 21 the the DT cord-166918-hop33fxg 44 22 counting counting NN cord-166918-hop33fxg 44 23 after after IN cord-166918-hop33fxg 44 24 a a DT cord-166918-hop33fxg 44 25 significant significant JJ cord-166918-hop33fxg 44 26 time time NN cord-166918-hop33fxg 44 27 lag lag VB cord-166918-hop33fxg 44 28 . . . cord-166918-hop33fxg 45 1 An an DT cord-166918-hop33fxg 45 2 alternative alternative JJ cord-166918-hop33fxg 45 3 strategy strategy NN cord-166918-hop33fxg 45 4 is be VBZ cord-166918-hop33fxg 45 5 that that DT cord-166918-hop33fxg 45 6 summarized summarize VBN cord-166918-hop33fxg 45 7 in in IN cord-166918-hop33fxg 45 8 Figs Figs NNP cord-166918-hop33fxg 45 9 . . . cord-166918-hop33fxg 46 1 9 9 CD cord-166918-hop33fxg 46 2 and and CC cord-166918-hop33fxg 46 3 10 10 CD cord-166918-hop33fxg 46 4 , , , cord-166918-hop33fxg 46 5 in in IN cord-166918-hop33fxg 46 6 which which WDT cord-166918-hop33fxg 46 7 we -PRON- PRP cord-166918-hop33fxg 46 8 have have VBP cord-166918-hop33fxg 46 9 treated treat VBN cord-166918-hop33fxg 46 10 Lombardia Lombardia NNP cord-166918-hop33fxg 46 11 and and CC cord-166918-hop33fxg 46 12 the the DT cord-166918-hop33fxg 46 13 rest rest NN cord-166918-hop33fxg 46 14 of of IN cord-166918-hop33fxg 46 15 Italy Italy NNP cord-166918-hop33fxg 46 16 as as IN cord-166918-hop33fxg 46 17 separated separate VBN cord-166918-hop33fxg 46 18 entities entity NNS cord-166918-hop33fxg 46 19 . . . cord-166918-hop33fxg 47 1 The the DT cord-166918-hop33fxg 47 2 fit fit NN cord-166918-hop33fxg 47 3 has have VBZ cord-166918-hop33fxg 47 4 been be VBN cord-166918-hop33fxg 47 5 done do VBN cord-166918-hop33fxg 47 6 using use VBG cord-166918-hop33fxg 47 7 two two CD cord-166918-hop33fxg 47 8 independent independent JJ cord-166918-hop33fxg 47 9 logistics logistic NNS cord-166918-hop33fxg 47 10 which which WDT cord-166918-hop33fxg 47 11 have have VBP cord-166918-hop33fxg 47 12 been be VBN cord-166918-hop33fxg 47 13 summed sum VBN cord-166918-hop33fxg 47 14 " " `` cord-166918-hop33fxg 47 15 incoherently incoherently RB cord-166918-hop33fxg 47 16 " " '' cord-166918-hop33fxg 47 17 , , , cord-166918-hop33fxg 47 18 thus thus RB cord-166918-hop33fxg 47 19 getting get VBG cord-166918-hop33fxg 47 20 two two CD cord-166918-hop33fxg 47 21 distinct distinct JJ cord-166918-hop33fxg 47 22 Hubbert Hubbert NNP cord-166918-hop33fxg 47 23 curves curve NNS cord-166918-hop33fxg 47 24 and and CC cord-166918-hop33fxg 47 25 the the DT cord-166918-hop33fxg 47 26 relevant relevant JJ cord-166918-hop33fxg 47 27 sum sum NN cord-166918-hop33fxg 47 28 , , , cord-166918-hop33fxg 47 29 exhibiting exhibit VBG cord-166918-hop33fxg 47 30 the the DT cord-166918-hop33fxg 47 31 peak peak NN cord-166918-hop33fxg 47 32 in in IN cord-166918-hop33fxg 47 33 the the DT cord-166918-hop33fxg 47 34 next next JJ cord-166918-hop33fxg 47 35 few few JJ cord-166918-hop33fxg 47 36 days day NNS cord-166918-hop33fxg 47 37 . . . cord-166918-hop33fxg 47 38 _SP cord-166918-hop33fxg 48 1 In in IN cord-166918-hop33fxg 48 2 this this DT cord-166918-hop33fxg 48 3 follow follow NN cord-166918-hop33fxg 48 4 up up RP cord-166918-hop33fxg 48 5 we -PRON- PRP cord-166918-hop33fxg 48 6 have have VBP cord-166918-hop33fxg 48 7 exploited exploit VBN cord-166918-hop33fxg 48 8 a a DT cord-166918-hop33fxg 48 9 larger large JJR cord-166918-hop33fxg 48 10 number number NN cord-166918-hop33fxg 48 11 of of IN cord-166918-hop33fxg 48 12 data datum NNS cord-166918-hop33fxg 48 13 on on IN cord-166918-hop33fxg 48 14 Covid Covid NNP cord-166918-hop33fxg 48 15 spreading spread VBG cord-166918-hop33fxg 48 16 and and CC cord-166918-hop33fxg 48 17 evolution evolution NN cord-166918-hop33fxg 48 18 in in IN cord-166918-hop33fxg 48 19 Italy Italy NNP cord-166918-hop33fxg 48 20 , , , cord-166918-hop33fxg 48 21 to to TO cord-166918-hop33fxg 48 22 gain gain VB cord-166918-hop33fxg 48 23 a a DT cord-166918-hop33fxg 48 24 more more RBR cord-166918-hop33fxg 48 25 accurate accurate JJ cord-166918-hop33fxg 48 26 scenario scenario NN cord-166918-hop33fxg 48 27 on on IN cord-166918-hop33fxg 48 28 the the DT cord-166918-hop33fxg 48 29 present present JJ cord-166918-hop33fxg 48 30 status status NN cord-166918-hop33fxg 48 31 and and CC cord-166918-hop33fxg 48 32 how how WRB cord-166918-hop33fxg 48 33 it -PRON- PRP cord-166918-hop33fxg 48 34 may may MD cord-166918-hop33fxg 48 35 evolve evolve VB cord-166918-hop33fxg 48 36 . . . cord-166918-hop33fxg 49 1 Regarding regard VBG cord-166918-hop33fxg 49 2 this this DT cord-166918-hop33fxg 49 3 last last JJ cord-166918-hop33fxg 49 4 point point NN cord-166918-hop33fxg 49 5 , , , cord-166918-hop33fxg 49 6 many many JJ cord-166918-hop33fxg 49 7 caveats caveat NNS cord-166918-hop33fxg 49 8 are be VBP cord-166918-hop33fxg 49 9 in in IN cord-166918-hop33fxg 49 10 order order NN cord-166918-hop33fxg 49 11 mainly mainly RB cord-166918-hop33fxg 49 12 with with IN cord-166918-hop33fxg 49 13 the the DT cord-166918-hop33fxg 49 14 understanding understanding NN cord-166918-hop33fxg 49 15 of of IN cord-166918-hop33fxg 49 16 the the DT cord-166918-hop33fxg 49 17 consistency consistency NN cord-166918-hop33fxg 49 18 of of IN cord-166918-hop33fxg 49 19 the the DT cord-166918-hop33fxg 49 20 submerged submerge VBN cord-166918-hop33fxg 49 21 positives positive NNS cord-166918-hop33fxg 49 22 and and CC cord-166918-hop33fxg 49 23 how how WRB cord-166918-hop33fxg 49 24 they -PRON- PRP cord-166918-hop33fxg 49 25 may may MD cord-166918-hop33fxg 50 1 The the DT cord-166918-hop33fxg 50 2 data datum NNS cord-166918-hop33fxg 50 3 from from IN cord-166918-hop33fxg 50 4 the the DT cord-166918-hop33fxg 50 5 single single JJ cord-166918-hop33fxg 50 6 Italian italian JJ cord-166918-hop33fxg 50 7 regions region NNS cord-166918-hop33fxg 50 8 may may MD cord-166918-hop33fxg 50 9 be be VB cord-166918-hop33fxg 50 10 , , , cord-166918-hop33fxg 50 11 within within IN cord-166918-hop33fxg 50 12 this this DT cord-166918-hop33fxg 50 13 respect respect NN cord-166918-hop33fxg 50 14 , , , cord-166918-hop33fxg 50 15 instructive instructive JJ cord-166918-hop33fxg 50 16 . . . cord-166918-hop33fxg 51 1 In in IN cord-166918-hop33fxg 51 2 Figs Figs NNPS cord-166918-hop33fxg 51 3 . . . cord-166918-hop33fxg 52 1 11 11 CD cord-166918-hop33fxg 52 2 - - SYM cord-166918-hop33fxg 52 3 12 12 CD cord-166918-hop33fxg 52 4 - - SYM cord-166918-hop33fxg 52 5 13 13 CD cord-166918-hop33fxg 53 1 we -PRON- PRP cord-166918-hop33fxg 53 2 have have VBP cord-166918-hop33fxg 53 3 reported report VBN cord-166918-hop33fxg 53 4 the the DT cord-166918-hop33fxg 53 5 Hubbert Hubbert NNP cord-166918-hop33fxg 53 6 curves curve NNS cord-166918-hop33fxg 53 7 of of IN cord-166918-hop33fxg 53 8 a a DT cord-166918-hop33fxg 53 9 selected select VBN cord-166918-hop33fxg 53 10 sample sample NN cord-166918-hop33fxg 53 11 of of IN cord-166918-hop33fxg 53 12 regions region NNS cord-166918-hop33fxg 53 13 1 1 CD cord-166918-hop33fxg 53 14 . . . cord-166918-hop33fxg 54 1 The the DT cord-166918-hop33fxg 54 2 plots plot NNS cord-166918-hop33fxg 54 3 display display VBP cord-166918-hop33fxg 54 4 an an DT cord-166918-hop33fxg 54 5 almost almost RB cord-166918-hop33fxg 54 6 coherent coherent JJ cord-166918-hop33fxg 54 7 scenario scenario NN cord-166918-hop33fxg 54 8 with with IN cord-166918-hop33fxg 54 9 a a DT cord-166918-hop33fxg 54 10 slow slow JJ cord-166918-hop33fxg 54 11 decrease decrease NN cord-166918-hop33fxg 54 12 of of IN cord-166918-hop33fxg 54 13 the the DT cord-166918-hop33fxg 54 14 emergency emergency NN cord-166918-hop33fxg 54 15 in in IN cord-166918-hop33fxg 54 16 the the DT cord-166918-hop33fxg 54 17 next next JJ cord-166918-hop33fxg 54 18 months month NNS cord-166918-hop33fxg 54 19 ( ( -LRB- cord-166918-hop33fxg 54 20 May May NNP cord-166918-hop33fxg 54 21 ) ) -RRB- cord-166918-hop33fxg 54 22 . . . cord-166918-hop33fxg 55 1 It -PRON- PRP cord-166918-hop33fxg 55 2 is be VBZ cord-166918-hop33fxg 55 3 worth worth JJ cord-166918-hop33fxg 55 4 noting note VBG cord-166918-hop33fxg 55 5 that that IN cord-166918-hop33fxg 55 6 regarding regard VBG cord-166918-hop33fxg 55 7 some some DT cord-166918-hop33fxg 55 8 regions region NNS cord-166918-hop33fxg 55 9 ( ( -LRB- cord-166918-hop33fxg 55 10 for for IN cord-166918-hop33fxg 55 11 example example NN cord-166918-hop33fxg 55 12 Basilicata Basilicata NNP cord-166918-hop33fxg 55 13 and and CC cord-166918-hop33fxg 55 14 Sicilia Sicilia NNP cord-166918-hop33fxg 55 15 ) ) -RRB- cord-166918-hop33fxg 55 16 the the DT cord-166918-hop33fxg 55 17 situation situation NN cord-166918-hop33fxg 55 18 is be VBZ cord-166918-hop33fxg 55 19 still still RB cord-166918-hop33fxg 55 20 evolving evolve VBG cord-166918-hop33fxg 55 21 . . . cord-166918-hop33fxg 56 1 The the DT cord-166918-hop33fxg 56 2 available available JJ cord-166918-hop33fxg 56 3 data datum NNS cord-166918-hop33fxg 56 4 do do VBP cord-166918-hop33fxg 56 5 not not RB cord-166918-hop33fxg 56 6 allow allow VB cord-166918-hop33fxg 56 7 a a DT cord-166918-hop33fxg 56 8 reliable reliable JJ cord-166918-hop33fxg 56 9 analysis analysis NN cord-166918-hop33fxg 56 10 in in IN cord-166918-hop33fxg 56 11 terms term NNS cord-166918-hop33fxg 56 12 of of IN cord-166918-hop33fxg 56 13 Logistic Logistic NNP cord-166918-hop33fxg 56 14 and and CC cord-166918-hop33fxg 56 15 Hubbert Hubbert NNP cord-166918-hop33fxg 56 16 curves curve NNS cord-166918-hop33fxg 56 17 ( ( -LRB- cord-166918-hop33fxg 56 18 the the DT cord-166918-hop33fxg 56 19 95 95 CD cord-166918-hop33fxg 56 20 % % NN cord-166918-hop33fxg 56 21 confidence confidence NN cord-166918-hop33fxg 56 22 interval interval NN cord-166918-hop33fxg 56 23 is be VBZ cord-166918-hop33fxg 56 24 extremely extremely RB cord-166918-hop33fxg 56 25 wide wide JJ cord-166918-hop33fxg 56 26 ) ) -RRB- cord-166918-hop33fxg 56 27 and and CC cord-166918-hop33fxg 56 28 no no DT cord-166918-hop33fxg 56 29 peak peak NN cord-166918-hop33fxg 56 30 emergency emergency NN cord-166918-hop33fxg 56 31 can can MD cord-166918-hop33fxg 56 32 be be VB cord-166918-hop33fxg 56 33 foreseen foresee VBN cord-166918-hop33fxg 56 34 . . . cord-166918-hop33fxg 57 1 This this DT cord-166918-hop33fxg 57 2 forecast forecast NN cord-166918-hop33fxg 57 3 may may MD cord-166918-hop33fxg 57 4 be be VB cord-166918-hop33fxg 57 5 even even RB cord-166918-hop33fxg 57 6 optimistic optimistic JJ cord-166918-hop33fxg 57 7 and and CC cord-166918-hop33fxg 57 8 new new JJ cord-166918-hop33fxg 57 9 outbreak outbreak NN cord-166918-hop33fxg 57 10 of of IN cord-166918-hop33fxg 57 11 infections infection NNS cord-166918-hop33fxg 57 12 , , , cord-166918-hop33fxg 57 13 which which WDT cord-166918-hop33fxg 57 14 may may MD cord-166918-hop33fxg 57 15 spontaneously spontaneously RB cord-166918-hop33fxg 57 16 germinate germinate VB cord-166918-hop33fxg 57 17 if if IN cord-166918-hop33fxg 57 18 restrictions restriction NNS cord-166918-hop33fxg 57 19 are be VBP cord-166918-hop33fxg 57 20 not not RB cord-166918-hop33fxg 57 21 properly properly RB cord-166918-hop33fxg 57 22 followed follow VBN cord-166918-hop33fxg 57 23 or or CC cord-166918-hop33fxg 57 24 if if IN cord-166918-hop33fxg 57 25 not not RB cord-166918-hop33fxg 57 26 surveyed survey VBN cord-166918-hop33fxg 57 27 cases case NNS cord-166918-hop33fxg 57 28 will will MD cord-166918-hop33fxg 57 29 emerge emerge VB cord-166918-hop33fxg 57 30 as as IN cord-166918-hop33fxg 57 31 acute acute JJ cord-166918-hop33fxg 57 32 diseases disease NNS cord-166918-hop33fxg 57 33 . . . cord-166918-hop33fxg 58 1 1 1 CD cord-166918-hop33fxg 58 2 Data datum NNS cord-166918-hop33fxg 58 3 from from IN cord-166918-hop33fxg 58 4 " " `` cord-166918-hop33fxg 58 5 Protezione Protezione NNP cord-166918-hop33fxg 58 6 Civile Civile NNP cord-166918-hop33fxg 58 7 " " '' cord-166918-hop33fxg 58 8 https://github.com/pcm-dpc/COVID-19/blob/master/dati-regioni/dpc-covid19-ita-regioni.csv https://github.com/pcm-dpc/covid-19/blob/master/dati-regioni/dpc-covid19-ita-regioni.csv NN cord-166918-hop33fxg 58 9 . . . cord-166918-hop33fxg 59 1 A a DT cord-166918-hop33fxg 59 2 final final JJ cord-166918-hop33fxg 59 3 element element NN cord-166918-hop33fxg 59 4 of of IN cord-166918-hop33fxg 59 5 discussion discussion NN cord-166918-hop33fxg 59 6 comes come VBZ cord-166918-hop33fxg 59 7 from from IN cord-166918-hop33fxg 59 8 Fig Fig NNP cord-166918-hop33fxg 59 9 . . . cord-166918-hop33fxg 60 1 14 14 CD cord-166918-hop33fxg 61 1 where where WRB cord-166918-hop33fxg 61 2 we -PRON- PRP cord-166918-hop33fxg 61 3 have have VBP cord-166918-hop33fxg 61 4 reported report VBN cord-166918-hop33fxg 61 5 the the DT cord-166918-hop33fxg 61 6 worldwide worldwide JJ cord-166918-hop33fxg 61 7 and and CC cord-166918-hop33fxg 61 8 Italian italian JJ cord-166918-hop33fxg 61 9 evolution evolution NN cord-166918-hop33fxg 61 10 of of IN cord-166918-hop33fxg 61 11 the the DT cord-166918-hop33fxg 61 12 Covid Covid NNP cord-166918-hop33fxg 61 13 cases case NNS cord-166918-hop33fxg 61 14 / / SYM cord-166918-hop33fxg 61 15 day day NN cord-166918-hop33fxg 61 16 2 2 CD cord-166918-hop33fxg 61 17 , , , cord-166918-hop33fxg 61 18 a a DT cord-166918-hop33fxg 61 19 kind kind NN cord-166918-hop33fxg 61 20 of of IN cord-166918-hop33fxg 61 21 bi bi JJ cord-166918-hop33fxg 61 22 - - JJ cord-166918-hop33fxg 61 23 logistic logistic JJ cord-166918-hop33fxg 61 24 pattern pattern NN cord-166918-hop33fxg 61 25 is be VBZ cord-166918-hop33fxg 61 26 evident evident JJ cord-166918-hop33fxg 61 27 , , , cord-166918-hop33fxg 61 28 which which WDT cord-166918-hop33fxg 61 29 supports support VBZ cord-166918-hop33fxg 61 30 the the DT cord-166918-hop33fxg 61 31 ideas idea NNS cord-166918-hop33fxg 61 32 put put VBN cord-166918-hop33fxg 61 33 forward forward RB cord-166918-hop33fxg 61 34 in in IN cord-166918-hop33fxg 61 35 this this DT cord-166918-hop33fxg 61 36 and and CC cord-166918-hop33fxg 61 37 in in IN cord-166918-hop33fxg 61 38 the the DT cord-166918-hop33fxg 61 39 previous previous JJ cord-166918-hop33fxg 61 40 note note NN cord-166918-hop33fxg 61 41 . . . cord-166918-hop33fxg 62 1 What what WP cord-166918-hop33fxg 62 2 we -PRON- PRP cord-166918-hop33fxg 62 3 have have VBP cord-166918-hop33fxg 62 4 attempted attempt VBN cord-166918-hop33fxg 62 5 here here RB cord-166918-hop33fxg 62 6 is be VBZ cord-166918-hop33fxg 62 7 a a DT cord-166918-hop33fxg 62 8 little little JJ cord-166918-hop33fxg 62 9 more more JJR cord-166918-hop33fxg 62 10 than than IN cord-166918-hop33fxg 62 11 the the DT cord-166918-hop33fxg 62 12 picture picture NN cord-166918-hop33fxg 62 13 of of IN cord-166918-hop33fxg 62 14 the the DT cord-166918-hop33fxg 62 15 situation situation NN cord-166918-hop33fxg 62 16 , , , cord-166918-hop33fxg 62 17 the the DT cord-166918-hop33fxg 62 18 lesson lesson NN cord-166918-hop33fxg 62 19 we -PRON- PRP cord-166918-hop33fxg 62 20 may may MD cord-166918-hop33fxg 62 21 learn learn VB cord-166918-hop33fxg 62 22 from from IN cord-166918-hop33fxg 62 23 the the DT cord-166918-hop33fxg 62 24 present present JJ cord-166918-hop33fxg 62 25 pandemia pandemia NN cord-166918-hop33fxg 62 26 is be VBZ cord-166918-hop33fxg 62 27 important important JJ cord-166918-hop33fxg 62 28 but but CC cord-166918-hop33fxg 62 29 will will MD cord-166918-hop33fxg 62 30 be be VB cord-166918-hop33fxg 62 31 completely completely RB cord-166918-hop33fxg 62 32 understood understand VBN cord-166918-hop33fxg 62 33 when when WRB cord-166918-hop33fxg 62 34 not not RB cord-166918-hop33fxg 62 35 only only RB cord-166918-hop33fxg 62 36 Italian italian JJ cord-166918-hop33fxg 62 37 but but CC cord-166918-hop33fxg 62 38 the the DT cord-166918-hop33fxg 62 39 worldwide worldwide JJ cord-166918-hop33fxg 62 40 pattern pattern NN cord-166918-hop33fxg 62 41 will will MD cord-166918-hop33fxg 62 42 be be VB cord-166918-hop33fxg 62 43 clarified clarify VBN cord-166918-hop33fxg 62 44 . . . cord-166918-hop33fxg 63 1 Probably probably RB cord-166918-hop33fxg 63 2 long long JJ cord-166918-hop33fxg 63 3 time time NN cord-166918-hop33fxg 63 4 after after IN cord-166918-hop33fxg 63 5 the the DT cord-166918-hop33fxg 63 6 end end NN cord-166918-hop33fxg 63 7 of of IN cord-166918-hop33fxg 63 8 emergency emergency NN cord-166918-hop33fxg 63 9 . . . cord-166918-hop33fxg 63 10 _SP cord-166918-hop33fxg 64 1 A a DT cord-166918-hop33fxg 64 2 Note note NN cord-166918-hop33fxg 64 3 on on IN cord-166918-hop33fxg 64 4 the the DT cord-166918-hop33fxg 64 5 Evolution Evolution NNP cord-166918-hop33fxg 64 6 of of IN cord-166918-hop33fxg 64 7 Covid-19 covid-19 NN cord-166918-hop33fxg 64 8 in in IN cord-166918-hop33fxg 64 9 Italy Italy NNP cord-166918-hop33fxg 65 1 The the DT cord-166918-hop33fxg 65 2 origin origin NN cord-166918-hop33fxg 65 3 of of IN cord-166918-hop33fxg 65 4 Logistic Logistic NNP cord-166918-hop33fxg 65 5 Regression Regression NNP cord-166918-hop33fxg 65 6 Logistic Logistic NNP cord-166918-hop33fxg 65 7 Equation Equation NNP cord-166918-hop33fxg 65 8 , , , cord-166918-hop33fxg 65 9 From from IN cord-166918-hop33fxg 65 10 MathWorld MathWorld NNP cord-166918-hop33fxg 65 11 - - HYPH cord-166918-hop33fxg 65 12 A a DT cord-166918-hop33fxg 65 13 Wolfram Wolfram NNP cord-166918-hop33fxg 65 14 Web Web NNP cord-166918-hop33fxg 65 15 Resource Resource NNP cord-166918-hop33fxg 65 16 Quasi Quasi NNP cord-166918-hop33fxg 65 17 Exact Exact NNP cord-166918-hop33fxg 65 18 Solution Solution NNP cord-166918-hop33fxg 65 19 of of IN cord-166918-hop33fxg 65 20 the the DT cord-166918-hop33fxg 65 21 Fisher Fisher NNP cord-166918-hop33fxg 65 22 Equation Equation NNP cord-166918-hop33fxg 65 23 Hubbert Hubbert NNP cord-166918-hop33fxg 65 24 's 's POS cord-166918-hop33fxg 65 25 Peak Peak NNP cord-166918-hop33fxg 65 26 : : : cord-166918-hop33fxg 65 27 The the DT cord-166918-hop33fxg 65 28 Impending Impending NNP cord-166918-hop33fxg 65 29 World World NNP cord-166918-hop33fxg 65 30 Oil Oil NNP cord-166918-hop33fxg 65 31 Shortage Shortage NNP cord-166918-hop33fxg 65 32 , , , cord-166918-hop33fxg 65 33 Published publish VBN cord-166918-hop33fxg 65 34 by by IN cord-166918-hop33fxg 65 35 A a DT cord-166918-hop33fxg 65 36 Primer Primer NNP cord-166918-hop33fxg 65 37 on on IN cord-166918-hop33fxg 65 38 Logistic Logistic NNP cord-166918-hop33fxg 65 39 Growth Growth NNP cord-166918-hop33fxg 65 40 and and CC cord-166918-hop33fxg 65 41 Substitution substitution NN cord-166918-hop33fxg 65 42 : : : cord-166918-hop33fxg 65 43 The the DT cord-166918-hop33fxg 65 44 Mathematics Mathematics NNPS cord-166918-hop33fxg 65 45 of of IN cord-166918-hop33fxg 65 46 the the DT cord-166918-hop33fxg 65 47 Loglet Loglet NNP cord-166918-hop33fxg 65 48 Lab Lab NNP cord-166918-hop33fxg 65 49 Software Software NNP cord-166918-hop33fxg 66 1 The the DT cord-166918-hop33fxg 66 2 work work NN cord-166918-hop33fxg 66 3 of of IN cord-166918-hop33fxg 66 4 Dr. Dr. NNP cord-166918-hop33fxg 66 5 S. S. NNP cord-166918-hop33fxg 66 6 Licciardi Licciardi NNP cord-166918-hop33fxg 66 7 was be VBD cord-166918-hop33fxg 66 8 supported support VBN cord-166918-hop33fxg 66 9 by by IN cord-166918-hop33fxg 66 10 an an DT cord-166918-hop33fxg 66 11 Enea Enea NNP cord-166918-hop33fxg 66 12 Research Research NNP cord-166918-hop33fxg 66 13 Center Center NNP cord-166918-hop33fxg 66 14 individual individual JJ cord-166918-hop33fxg 66 15 fellowship fellowship NN cord-166918-hop33fxg 66 16 . . . cord-166918-hop33fxg 67 1 The the DT cord-166918-hop33fxg 67 2 Authors author NNS cord-166918-hop33fxg 67 3 express express VBP cord-166918-hop33fxg 67 4 their -PRON- PRP$ cord-166918-hop33fxg 67 5 sincere sincere JJ cord-166918-hop33fxg 67 6 appreciation appreciation NN cord-166918-hop33fxg 67 7 to to IN cord-166918-hop33fxg 67 8 Dr. Dr. NNP cord-166918-hop33fxg 67 9 Ada Ada NNP cord-166918-hop33fxg 67 10 A. a. NN cord-166918-hop33fxg 67 11 Dattoli Dattoli NNP cord-166918-hop33fxg 67 12 for for IN cord-166918-hop33fxg 67 13 her -PRON- PRP$ cord-166918-hop33fxg 67 14 help help NN cord-166918-hop33fxg 67 15 in in IN cord-166918-hop33fxg 67 16 understanding understand VBG cord-166918-hop33fxg 67 17 the the DT cord-166918-hop33fxg 67 18 biological biological JJ cord-166918-hop33fxg 67 19 basis basis NN cord-166918-hop33fxg 67 20 of of IN cord-166918-hop33fxg 67 21 the the DT cord-166918-hop33fxg 67 22 infection infection NN cord-166918-hop33fxg 67 23 . . .